warning: commands will be executed using /bin/sh
job 1570 at Fri Jul 26 06:32:00 2013
FileBase	/isis4/andresg/Bud/buddy140_060113_reo/buddy140_060113_reo
ElecNo	3
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 2132432 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 710810 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 37415 members 
Mstep: Class 3 contains 37377 members 
Mstep: Class 4 contains 37172 members 
Mstep: Class 5 contains 37047 members 
Mstep: Class 6 contains 37535 members 
Mstep: Class 7 contains 37190 members 
Mstep: Class 8 contains 37552 members 
Mstep: Class 9 contains 37191 members 
Mstep: Class 10 contains 37543 members 
Mstep: Class 11 contains 37375 members 
Mstep: Class 12 contains 37144 members 
Mstep: Class 13 contains 37457 members 
Mstep: Class 14 contains 37744 members 
Mstep: Class 15 contains 37622 members 
Mstep: Class 16 contains 37501 members 
Mstep: Class 17 contains 37518 members 
Mstep: Class 18 contains 37437 members 
Mstep: Class 19 contains 37266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1035.736694 but Gain 2189.550781
Score: -32282282.000000 Penalty: 39411.917969
Iteration 0F: 19 clusters Score -3.228228e+07 nChanged 667908
Entering Unmasked Mstep 
Mstep: Class 0 contains 1122 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 38171 members 
Mstep: Class 3 contains 32408 members 
Mstep: Class 4 contains 56417 members 
Mstep: Class 5 contains 54709 members 
Mstep: Class 6 contains 38978 members 
Mstep: Class 7 contains 26049 members 
Mstep: Class 8 contains 46132 members 
Mstep: Class 9 contains 27236 members 
Mstep: Class 10 contains 40374 members 
Mstep: Class 11 contains 36313 members 
Mstep: Class 12 contains 29463 members 
Mstep: Class 13 contains 42857 members 
Mstep: Class 14 contains 38259 members 
Mstep: Class 15 contains 47850 members 
Mstep: Class 16 contains 38987 members 
Mstep: Class 17 contains 27709 members 
Mstep: Class 19 contains 48168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34344980.000000 Penalty: 39411.917969
Iteration 1F: 19 clusters Score -3.434498e+07 nChanged 242008
Entering Unmasked Mstep 
Mstep: Class 0 contains 292 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 29151 members 
Mstep: Class 3 contains 18936 members 
Mstep: Class 4 contains 67583 members 
Mstep: Class 5 contains 71047 members 
Mstep: Class 6 contains 34451 members 
Mstep: Class 7 contains 25445 members 
Mstep: Class 8 contains 40761 members 
Mstep: Class 9 contains 18208 members 
Mstep: Class 10 contains 43010 members 
Mstep: Class 11 contains 33708 members 
Mstep: Class 12 contains 27420 members 
Mstep: Class 13 contains 46476 members 
Mstep: Class 14 contains 28183 members 
Mstep: Class 15 contains 68283 members 
Mstep: Class 16 contains 32162 members 
Mstep: Class 17 contains 21429 members 
Mstep: Class 19 contains 66940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34880816.000000 Penalty: 39411.917969
Iteration 2F: 19 clusters Score -3.488082e+07 nChanged 191988
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 15703 members 
Mstep: Class 3 contains 12930 members 
Mstep: Class 4 contains 72211 members 
Mstep: Class 5 contains 66353 members 
Mstep: Class 6 contains 23179 members 
Mstep: Class 7 contains 31768 members 
Mstep: Class 8 contains 27615 members 
Mstep: Class 9 contains 10942 members 
Mstep: Class 10 contains 50257 members 
Mstep: Class 11 contains 31060 members 
Mstep: Class 12 contains 24146 members 
Mstep: Class 13 contains 50094 members 
Mstep: Class 14 contains 17066 members 
Mstep: Class 15 contains 97457 members 
Mstep: Class 16 contains 28376 members 
Mstep: Class 17 contains 18440 members 
Mstep: Class 19 contains 94950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35182660.000000 Penalty: 39411.917969
Iteration 3F: 19 clusters Score -3.518266e+07 nChanged 140438
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 6569 members 
Mstep: Class 3 contains 9336 members 
Mstep: Class 4 contains 79959 members 
Mstep: Class 5 contains 57557 members 
Mstep: Class 6 contains 15347 members 
Mstep: Class 7 contains 36683 members 
Mstep: Class 8 contains 16159 members 
Mstep: Class 9 contains 7301 members 
Mstep: Class 10 contains 49868 members 
Mstep: Class 11 contains 31810 members 
Mstep: Class 12 contains 19776 members 
Mstep: Class 13 contains 48022 members 
Mstep: Class 14 contains 10282 members 
Mstep: Class 15 contains 115721 members 
Mstep: Class 16 contains 27225 members 
Mstep: Class 17 contains 18014 members 
Mstep: Class 19 contains 116007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35365704.000000 Penalty: 39411.917969
Iteration 4F: 19 clusters Score -3.53657e+07 nChanged 112690
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 3226 members 
Mstep: Class 3 contains 6502 members 
Mstep: Class 4 contains 82802 members 
Mstep: Class 5 contains 50208 members 
Mstep: Class 6 contains 11702 members 
Mstep: Class 7 contains 39594 members 
Mstep: Class 8 contains 8150 members 
Mstep: Class 9 contains 4699 members 
Mstep: Class 10 contains 45201 members 
Mstep: Class 11 contains 34817 members 
Mstep: Class 12 contains 16550 members 
Mstep: Class 13 contains 41323 members 
Mstep: Class 14 contains 7488 members 
Mstep: Class 15 contains 126244 members 
Mstep: Class 16 contains 27596 members 
Mstep: Class 17 contains 17659 members 
Mstep: Class 19 contains 134587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35503092.000000 Penalty: 39411.917969
Iteration 5F: 19 clusters Score -3.550309e+07 nChanged 94496
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 2785 members 
Mstep: Class 3 contains 4270 members 
Mstep: Class 4 contains 79686 members 
Mstep: Class 5 contains 45870 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 41634 members 
Mstep: Class 8 contains 3675 members 
Mstep: Class 9 contains 2948 members 
Mstep: Class 10 contains 40936 members 
Mstep: Class 11 contains 38169 members 
Mstep: Class 12 contains 14349 members 
Mstep: Class 13 contains 32357 members 
Mstep: Class 14 contains 6577 members 
Mstep: Class 15 contains 130803 members 
Mstep: Class 16 contains 27501 members 
Mstep: Class 17 contains 16679 members 
Mstep: Class 19 contains 151962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35605796.000000 Penalty: 39411.917969
Iteration 6F: 19 clusters Score -3.56058e+07 nChanged 77048
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 66423 members 
Mstep: Class 2 contains 3387 members 
Mstep: Class 3 contains 3163 members 
Mstep: Class 4 contains 71876 members 
Mstep: Class 5 contains 45676 members 
Mstep: Class 6 contains 11955 members 
Mstep: Class 7 contains 43249 members 
Mstep: Class 8 contains 1902 members 
Mstep: Class 9 contains 1949 members 
Mstep: Class 10 contains 37853 members 
Mstep: Class 11 contains 38883 members 
Mstep: Class 12 contains 12914 members 
Mstep: Class 13 contains 23987 members 
Mstep: Class 14 contains 6293 members 
Mstep: Class 15 contains 130499 members 
Mstep: Class 16 contains 25847 members 
Mstep: Class 17 contains 15571 members 
Mstep: Class 19 contains 169381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1705.378906 but Gain 2189.550781
Score: -35675460.000000 Penalty: 37222.367188
Iteration 7F: 18 clusters Score -3.567546e+07 nChanged 63291
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 71679 members 
Mstep: Class 2 contains 4110 members 
Mstep: Class 3 contains 2947 members 
Mstep: Class 4 contains 62406 members 
Mstep: Class 5 contains 46426 members 
Mstep: Class 6 contains 13988 members 
Mstep: Class 7 contains 44212 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 10 contains 35117 members 
Mstep: Class 11 contains 39276 members 
Mstep: Class 12 contains 12170 members 
Mstep: Class 13 contains 17833 members 
Mstep: Class 14 contains 6372 members 
Mstep: Class 15 contains 127409 members 
Mstep: Class 16 contains 23523 members 
Mstep: Class 17 contains 14618 members 
Mstep: Class 19 contains 187264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1607.291626 but Gain 2189.550781
Score: -35727608.000000 Penalty: 35032.816406
Iteration 8F: 17 clusters Score -3.572761e+07 nChanged 49584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75582 members 
Mstep: Class 2 contains 4740 members 
Mstep: Class 3 contains 3142 members 
Mstep: Class 4 contains 53136 members 
Mstep: Class 5 contains 46892 members 
Mstep: Class 6 contains 16253 members 
Mstep: Class 7 contains 44414 members 
Mstep: Class 10 contains 32762 members 
Mstep: Class 11 contains 39259 members 
Mstep: Class 12 contains 11747 members 
Mstep: Class 13 contains 13947 members 
Mstep: Class 14 contains 6492 members 
Mstep: Class 15 contains 122767 members 
Mstep: Class 16 contains 21167 members 
Mstep: Class 17 contains 14041 members 
Mstep: Class 19 contains 204469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35762796.000000 Penalty: 35032.816406
Iteration 9F: 17 clusters Score -3.57628e+07 nChanged 38424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78688 members 
Mstep: Class 2 contains 5244 members 
Mstep: Class 3 contains 3468 members 
Mstep: Class 4 contains 44916 members 
Mstep: Class 5 contains 47167 members 
Mstep: Class 6 contains 18355 members 
Mstep: Class 7 contains 44114 members 
Mstep: Class 10 contains 30324 members 
Mstep: Class 11 contains 39288 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 11254 members 
Mstep: Class 14 contains 6492 members 
Mstep: Class 15 contains 117011 members 
Mstep: Class 16 contains 19110 members 
Mstep: Class 17 contains 13784 members 
Mstep: Class 19 contains 220054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35786496.000000 Penalty: 35032.816406
Iteration 10F: 17 clusters Score -3.57865e+07 nChanged 30972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81169 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 3797 members 
Mstep: Class 4 contains 37977 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 20278 members 
Mstep: Class 7 contains 43697 members 
Mstep: Class 10 contains 28121 members 
Mstep: Class 11 contains 39140 members 
Mstep: Class 12 contains 11445 members 
Mstep: Class 13 contains 9445 members 
Mstep: Class 14 contains 6408 members 
Mstep: Class 15 contains 111054 members 
Mstep: Class 16 contains 17318 members 
Mstep: Class 17 contains 13749 members 
Mstep: Class 19 contains 234094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35805236.000000 Penalty: 35032.816406
Iteration 11Q: 17 clusters Score -3.580524e+07 nChanged 25925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83148 members 
Mstep: Class 2 contains 5969 members 
Mstep: Class 3 contains 4098 members 
Mstep: Class 4 contains 32181 members 
Mstep: Class 5 contains 47900 members 
Mstep: Class 6 contains 21985 members 
Mstep: Class 7 contains 43254 members 
Mstep: Class 10 contains 26248 members 
Mstep: Class 11 contains 38836 members 
Mstep: Class 12 contains 11392 members 
Mstep: Class 13 contains 8212 members 
Mstep: Class 14 contains 6386 members 
Mstep: Class 15 contains 105054 members 
Mstep: Class 16 contains 15775 members 
Mstep: Class 17 contains 13786 members 
Mstep: Class 19 contains 246586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35819776.000000 Penalty: 35032.816406
Iteration 12Q: 17 clusters Score -3.581978e+07 nChanged 22387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84762 members 
Mstep: Class 2 contains 6238 members 
Mstep: Class 3 contains 4359 members 
Mstep: Class 4 contains 27076 members 
Mstep: Class 5 contains 48488 members 
Mstep: Class 6 contains 23445 members 
Mstep: Class 7 contains 42807 members 
Mstep: Class 10 contains 24590 members 
Mstep: Class 11 contains 38276 members 
Mstep: Class 12 contains 11369 members 
Mstep: Class 13 contains 7241 members 
Mstep: Class 14 contains 6419 members 
Mstep: Class 15 contains 99744 members 
Mstep: Class 16 contains 14528 members 
Mstep: Class 17 contains 13855 members 
Mstep: Class 19 contains 257613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35831736.000000 Penalty: 35032.816406
Iteration 13Q: 17 clusters Score -3.583174e+07 nChanged 19160
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 85940 members 
Mstep: Class 2 contains 6536 members 
Mstep: Class 3 contains 4585 members 
Mstep: Class 4 contains 22718 members 
Mstep: Class 5 contains 49264 members 
Mstep: Class 6 contains 24658 members 
Mstep: Class 7 contains 42338 members 
Mstep: Class 10 contains 23190 members 
Mstep: Class 11 contains 37493 members 
Mstep: Class 12 contains 11355 members 
Mstep: Class 13 contains 6454 members 
Mstep: Class 14 contains 6575 members 
Mstep: Class 15 contains 95157 members 
Mstep: Class 16 contains 13529 members 
Mstep: Class 17 contains 13958 members 
Mstep: Class 19 contains 267059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35840856.000000 Penalty: 35032.816406
Iteration 14Q: 17 clusters Score -3.584086e+07 nChanged 16639
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 86746 members 
Mstep: Class 2 contains 6842 members 
Mstep: Class 3 contains 4788 members 
Mstep: Class 4 contains 18898 members 
Mstep: Class 5 contains 50249 members 
Mstep: Class 6 contains 25640 members 
Mstep: Class 7 contains 41960 members 
Mstep: Class 10 contains 22071 members 
Mstep: Class 11 contains 36484 members 
Mstep: Class 12 contains 11345 members 
Mstep: Class 13 contains 5821 members 
Mstep: Class 14 contains 6778 members 
Mstep: Class 15 contains 91295 members 
Mstep: Class 16 contains 12727 members 
Mstep: Class 17 contains 14054 members 
Mstep: Class 19 contains 275110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35848612.000000 Penalty: 35032.816406
Iteration 15Q: 17 clusters Score -3.584861e+07 nChanged 14514
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 87270 members 
Mstep: Class 2 contains 7124 members 
Mstep: Class 3 contains 4990 members 
Mstep: Class 4 contains 15778 members 
Mstep: Class 5 contains 51485 members 
Mstep: Class 6 contains 26499 members 
Mstep: Class 7 contains 41634 members 
Mstep: Class 10 contains 21132 members 
Mstep: Class 11 contains 35170 members 
Mstep: Class 12 contains 11341 members 
Mstep: Class 13 contains 5258 members 
Mstep: Class 14 contains 6987 members 
Mstep: Class 15 contains 88126 members 
Mstep: Class 16 contains 12061 members 
Mstep: Class 17 contains 14124 members 
Mstep: Class 19 contains 281828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35854636.000000 Penalty: 35032.816406
Iteration 16Q: 17 clusters Score -3.585464e+07 nChanged 12605
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 87630 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 5201 members 
Mstep: Class 4 contains 13241 members 
Mstep: Class 5 contains 53026 members 
Mstep: Class 6 contains 27232 members 
Mstep: Class 7 contains 41299 members 
Mstep: Class 10 contains 20342 members 
Mstep: Class 11 contains 33602 members 
Mstep: Class 12 contains 11347 members 
Mstep: Class 13 contains 4812 members 
Mstep: Class 14 contains 7153 members 
Mstep: Class 15 contains 85529 members 
Mstep: Class 16 contains 11482 members 
Mstep: Class 17 contains 14196 members 
Mstep: Class 19 contains 287367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35859452.000000 Penalty: 35032.816406
Iteration 17Q: 17 clusters Score -3.585945e+07 nChanged 10824
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 87828 members 
Mstep: Class 2 contains 7518 members 
Mstep: Class 3 contains 5422 members 
Mstep: Class 4 contains 11327 members 
Mstep: Class 5 contains 54712 members 
Mstep: Class 6 contains 27875 members 
Mstep: Class 7 contains 41061 members 
Mstep: Class 10 contains 19577 members 
Mstep: Class 11 contains 31865 members 
Mstep: Class 12 contains 11335 members 
Mstep: Class 13 contains 4474 members 
Mstep: Class 14 contains 7243 members 
Mstep: Class 15 contains 83478 members 
Mstep: Class 16 contains 11030 members 
Mstep: Class 17 contains 14247 members 
Mstep: Class 19 contains 291814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863508.000000 Penalty: 35032.816406
Iteration 18Q: 17 clusters Score -3.586351e+07 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 87947 members 
Mstep: Class 2 contains 7663 members 
Mstep: Class 3 contains 5621 members 
Mstep: Class 4 contains 9863 members 
Mstep: Class 5 contains 56557 members 
Mstep: Class 6 contains 28370 members 
Mstep: Class 7 contains 40841 members 
Mstep: Class 10 contains 18897 members 
Mstep: Class 11 contains 30058 members 
Mstep: Class 12 contains 11321 members 
Mstep: Class 13 contains 4222 members 
Mstep: Class 14 contains 7234 members 
Mstep: Class 15 contains 81807 members 
Mstep: Class 16 contains 10650 members 
Mstep: Class 17 contains 14299 members 
Mstep: Class 19 contains 295457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866696.000000 Penalty: 35032.816406
Iteration 19Q: 17 clusters Score -3.58667e+07 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 88028 members 
Mstep: Class 2 contains 7763 members 
Mstep: Class 3 contains 5769 members 
Mstep: Class 4 contains 8806 members 
Mstep: Class 5 contains 58369 members 
Mstep: Class 6 contains 28738 members 
Mstep: Class 7 contains 40673 members 
Mstep: Class 10 contains 18310 members 
Mstep: Class 11 contains 28337 members 
Mstep: Class 12 contains 11309 members 
Mstep: Class 13 contains 3997 members 
Mstep: Class 14 contains 7209 members 
Mstep: Class 15 contains 80469 members 
Mstep: Class 16 contains 10349 members 
Mstep: Class 17 contains 14338 members 
Mstep: Class 19 contains 298343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35869440.000000 Penalty: 35032.816406
Iteration 20F: 17 clusters Score -3.586944e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 88073 members 
Mstep: Class 2 contains 7843 members 
Mstep: Class 3 contains 5938 members 
Mstep: Class 4 contains 8015 members 
Mstep: Class 5 contains 60182 members 
Mstep: Class 6 contains 29069 members 
Mstep: Class 7 contains 40467 members 
Mstep: Class 10 contains 17793 members 
Mstep: Class 11 contains 26635 members 
Mstep: Class 12 contains 11209 members 
Mstep: Class 13 contains 3803 members 
Mstep: Class 14 contains 7316 members 
Mstep: Class 15 contains 79312 members 
Mstep: Class 16 contains 10048 members 
Mstep: Class 17 contains 14358 members 
Mstep: Class 19 contains 300746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872052.000000 Penalty: 35032.816406
Iteration 21Q: 17 clusters Score -3.587205e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 88069 members 
Mstep: Class 2 contains 7876 members 
Mstep: Class 3 contains 6101 members 
Mstep: Class 4 contains 7444 members 
Mstep: Class 5 contains 62041 members 
Mstep: Class 6 contains 29395 members 
Mstep: Class 7 contains 40250 members 
Mstep: Class 10 contains 17350 members 
Mstep: Class 11 contains 24831 members 
Mstep: Class 12 contains 11133 members 
Mstep: Class 13 contains 3645 members 
Mstep: Class 14 contains 7426 members 
Mstep: Class 15 contains 78449 members 
Mstep: Class 16 contains 9770 members 
Mstep: Class 17 contains 14382 members 
Mstep: Class 19 contains 302645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874576.000000 Penalty: 35032.816406
Iteration 22Q: 17 clusters Score -3.587458e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 88049 members 
Mstep: Class 2 contains 7911 members 
Mstep: Class 3 contains 6237 members 
Mstep: Class 4 contains 7029 members 
Mstep: Class 5 contains 63896 members 
Mstep: Class 6 contains 29681 members 
Mstep: Class 7 contains 40024 members 
Mstep: Class 10 contains 16965 members 
Mstep: Class 11 contains 22991 members 
Mstep: Class 12 contains 11082 members 
Mstep: Class 13 contains 3529 members 
Mstep: Class 14 contains 7534 members 
Mstep: Class 15 contains 77724 members 
Mstep: Class 16 contains 9500 members 
Mstep: Class 17 contains 14402 members 
Mstep: Class 19 contains 304253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35877532.000000 Penalty: 35032.816406
Iteration 23Q: 17 clusters Score -3.587753e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 88034 members 
Mstep: Class 2 contains 7913 members 
Mstep: Class 3 contains 6342 members 
Mstep: Class 4 contains 6740 members 
Mstep: Class 5 contains 65729 members 
Mstep: Class 6 contains 29959 members 
Mstep: Class 7 contains 39820 members 
Mstep: Class 10 contains 16618 members 
Mstep: Class 11 contains 21179 members 
Mstep: Class 12 contains 11031 members 
Mstep: Class 13 contains 3444 members 
Mstep: Class 14 contains 7622 members 
Mstep: Class 15 contains 77152 members 
Mstep: Class 16 contains 9202 members 
Mstep: Class 17 contains 14418 members 
Mstep: Class 19 contains 305602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35880128.000000 Penalty: 35032.816406
Iteration 24Q: 17 clusters Score -3.588013e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 88031 members 
Mstep: Class 2 contains 7916 members 
Mstep: Class 3 contains 6454 members 
Mstep: Class 4 contains 6496 members 
Mstep: Class 5 contains 67457 members 
Mstep: Class 6 contains 30150 members 
Mstep: Class 7 contains 39597 members 
Mstep: Class 10 contains 16289 members 
Mstep: Class 11 contains 19454 members 
Mstep: Class 12 contains 10974 members 
Mstep: Class 13 contains 3372 members 
Mstep: Class 14 contains 7678 members 
Mstep: Class 15 contains 76658 members 
Mstep: Class 16 contains 8973 members 
Mstep: Class 17 contains 14443 members 
Mstep: Class 19 contains 306860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35882836.000000 Penalty: 35032.816406
Iteration 25Q: 17 clusters Score -3.588284e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 88009 members 
Mstep: Class 2 contains 7917 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 6305 members 
Mstep: Class 5 contains 69025 members 
Mstep: Class 6 contains 30186 members 
Mstep: Class 7 contains 39422 members 
Mstep: Class 10 contains 15982 members 
Mstep: Class 11 contains 17994 members 
Mstep: Class 12 contains 10916 members 
Mstep: Class 13 contains 3299 members 
Mstep: Class 14 contains 7734 members 
Mstep: Class 15 contains 76260 members 
Mstep: Class 16 contains 8800 members 
Mstep: Class 17 contains 14461 members 
Mstep: Class 19 contains 307940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35884500.000000 Penalty: 35032.816406
Iteration 26Q: 17 clusters Score -3.58845e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 87947 members 
Mstep: Class 2 contains 7908 members 
Mstep: Class 3 contains 6651 members 
Mstep: Class 4 contains 6168 members 
Mstep: Class 5 contains 70470 members 
Mstep: Class 6 contains 30170 members 
Mstep: Class 7 contains 39242 members 
Mstep: Class 10 contains 15718 members 
Mstep: Class 11 contains 16674 members 
Mstep: Class 12 contains 10831 members 
Mstep: Class 13 contains 3250 members 
Mstep: Class 14 contains 7794 members 
Mstep: Class 15 contains 75938 members 
Mstep: Class 16 contains 8685 members 
Mstep: Class 17 contains 14472 members 
Mstep: Class 19 contains 308881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35885948.000000 Penalty: 35032.816406
Iteration 27Q: 17 clusters Score -3.588595e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 87866 members 
Mstep: Class 2 contains 7900 members 
Mstep: Class 3 contains 6727 members 
Mstep: Class 4 contains 6051 members 
Mstep: Class 5 contains 71779 members 
Mstep: Class 6 contains 30108 members 
Mstep: Class 7 contains 39061 members 
Mstep: Class 10 contains 15531 members 
Mstep: Class 11 contains 15513 members 
Mstep: Class 12 contains 10769 members 
Mstep: Class 13 contains 3208 members 
Mstep: Class 14 contains 7822 members 
Mstep: Class 15 contains 75656 members 
Mstep: Class 16 contains 8601 members 
Mstep: Class 17 contains 14479 members 
Mstep: Class 19 contains 309731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35887220.000000 Penalty: 35032.816406
Iteration 28Q: 17 clusters Score -3.588722e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 87782 members 
Mstep: Class 2 contains 7886 members 
Mstep: Class 3 contains 6810 members 
Mstep: Class 4 contains 5944 members 
Mstep: Class 5 contains 72948 members 
Mstep: Class 6 contains 30011 members 
Mstep: Class 7 contains 38889 members 
Mstep: Class 10 contains 15373 members 
Mstep: Class 11 contains 14542 members 
Mstep: Class 12 contains 10701 members 
Mstep: Class 13 contains 3172 members 
Mstep: Class 14 contains 7853 members 
Mstep: Class 15 contains 75402 members 
Mstep: Class 16 contains 8525 members 
Mstep: Class 17 contains 14483 members 
Mstep: Class 19 contains 310482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35888116.000000 Penalty: 35032.816406
Iteration 29Q: 17 clusters Score -3.588812e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 87685 members 
Mstep: Class 2 contains 7866 members 
Mstep: Class 3 contains 6899 members 
Mstep: Class 4 contains 5905 members 
Mstep: Class 5 contains 73966 members 
Mstep: Class 6 contains 29921 members 
Mstep: Class 7 contains 38751 members 
Mstep: Class 10 contains 15292 members 
Mstep: Class 11 contains 13687 members 
Mstep: Class 12 contains 10650 members 
Mstep: Class 13 contains 3131 members 
Mstep: Class 14 contains 7839 members 
Mstep: Class 15 contains 75159 members 
Mstep: Class 16 contains 8469 members 
Mstep: Class 17 contains 14478 members 
Mstep: Class 19 contains 311105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35888888.000000 Penalty: 35032.816406
Iteration 30Q: 17 clusters Score -3.588889e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 87582 members 
Mstep: Class 2 contains 7861 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 5867 members 
Mstep: Class 5 contains 74792 members 
Mstep: Class 6 contains 29840 members 
Mstep: Class 7 contains 38621 members 
Mstep: Class 10 contains 15239 members 
Mstep: Class 11 contains 13025 members 
Mstep: Class 12 contains 10606 members 
Mstep: Class 13 contains 3080 members 
Mstep: Class 14 contains 7832 members 
Mstep: Class 15 contains 74977 members 
Mstep: Class 16 contains 8421 members 
Mstep: Class 17 contains 14463 members 
Mstep: Class 19 contains 311613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35889528.000000 Penalty: 35032.816406
Iteration 31Q: 17 clusters Score -3.588953e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 87493 members 
Mstep: Class 2 contains 7842 members 
Mstep: Class 3 contains 7060 members 
Mstep: Class 4 contains 5846 members 
Mstep: Class 5 contains 75460 members 
Mstep: Class 6 contains 29772 members 
Mstep: Class 7 contains 38499 members 
Mstep: Class 10 contains 15238 members 
Mstep: Class 11 contains 12475 members 
Mstep: Class 12 contains 10586 members 
Mstep: Class 13 contains 3027 members 
Mstep: Class 14 contains 7837 members 
Mstep: Class 15 contains 74775 members 
Mstep: Class 16 contains 8392 members 
Mstep: Class 17 contains 14454 members 
Mstep: Class 19 contains 312047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35889824.000000 Penalty: 35032.816406
Iteration 32Q: 17 clusters Score -3.588982e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 87377 members 
Mstep: Class 2 contains 7833 members 
Mstep: Class 3 contains 7135 members 
Mstep: Class 4 contains 5846 members 
Mstep: Class 5 contains 76002 members 
Mstep: Class 6 contains 29723 members 
Mstep: Class 7 contains 38410 members 
Mstep: Class 10 contains 15236 members 
Mstep: Class 11 contains 12006 members 
Mstep: Class 12 contains 10572 members 
Mstep: Class 13 contains 2976 members 
Mstep: Class 14 contains 7851 members 
Mstep: Class 15 contains 74630 members 
Mstep: Class 16 contains 8370 members 
Mstep: Class 17 contains 14451 members 
Mstep: Class 19 contains 312385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35890096.000000 Penalty: 35032.816406
Iteration 33Q: 17 clusters Score -3.58901e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 87285 members 
Mstep: Class 2 contains 7823 members 
Mstep: Class 3 contains 7218 members 
Mstep: Class 4 contains 5830 members 
Mstep: Class 5 contains 76462 members 
Mstep: Class 6 contains 29664 members 
Mstep: Class 7 contains 38328 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 11619 members 
Mstep: Class 12 contains 10569 members 
Mstep: Class 13 contains 2940 members 
Mstep: Class 14 contains 7848 members 
Mstep: Class 15 contains 74458 members 
Mstep: Class 16 contains 8355 members 
Mstep: Class 17 contains 14450 members 
Mstep: Class 19 contains 312702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35890180.000000 Penalty: 35032.816406
Iteration 34Q: 17 clusters Score -3.589018e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 87203 members 
Mstep: Class 2 contains 7804 members 
Mstep: Class 3 contains 7293 members 
Mstep: Class 4 contains 5819 members 
Mstep: Class 5 contains 76868 members 
Mstep: Class 6 contains 29621 members 
Mstep: Class 7 contains 38256 members 
Mstep: Class 10 contains 15263 members 
Mstep: Class 11 contains 11257 members 
Mstep: Class 12 contains 10569 members 
Mstep: Class 13 contains 2904 members 
Mstep: Class 14 contains 7858 members 
Mstep: Class 15 contains 74302 members 
Mstep: Class 16 contains 8348 members 
Mstep: Class 17 contains 14452 members 
Mstep: Class 19 contains 312986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35890340.000000 Penalty: 35032.816406
Iteration 35Q: 17 clusters Score -3.589034e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 87121 members 
Mstep: Class 2 contains 7798 members 
Mstep: Class 3 contains 7367 members 
Mstep: Class 4 contains 5818 members 
Mstep: Class 5 contains 77173 members 
Mstep: Class 6 contains 29593 members 
Mstep: Class 7 contains 38178 members 
Mstep: Class 10 contains 15283 members 
Mstep: Class 11 contains 10994 members 
Mstep: Class 12 contains 10565 members 
Mstep: Class 13 contains 2896 members 
Mstep: Class 14 contains 7839 members 
Mstep: Class 15 contains 74190 members 
Mstep: Class 16 contains 8338 members 
Mstep: Class 17 contains 14446 members 
Mstep: Class 19 contains 313204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35890456.000000 Penalty: 35032.816406
Iteration 36Q: 17 clusters Score -3.589046e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 87022 members 
Mstep: Class 2 contains 7786 members 
Mstep: Class 3 contains 7438 members 
Mstep: Class 4 contains 5827 members 
Mstep: Class 5 contains 77443 members 
Mstep: Class 6 contains 29570 members 
Mstep: Class 7 contains 38103 members 
Mstep: Class 10 contains 15313 members 
Mstep: Class 11 contains 10745 members 
Mstep: Class 12 contains 10569 members 
Mstep: Class 13 contains 2896 members 
Mstep: Class 14 contains 7834 members 
Mstep: Class 15 contains 74096 members 
Mstep: Class 16 contains 8331 members 
Mstep: Class 17 contains 14444 members 
Mstep: Class 19 contains 313386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35890484.000000 Penalty: 35032.816406
Iteration 37Q: 17 clusters Score -3.589048e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 86917 members 
Mstep: Class 2 contains 7784 members 
Mstep: Class 3 contains 7500 members 
Mstep: Class 4 contains 5828 members 
Mstep: Class 5 contains 77654 members 
Mstep: Class 6 contains 29553 members 
Mstep: Class 7 contains 38038 members 
Mstep: Class 10 contains 15335 members 
Mstep: Class 11 contains 10548 members 
Mstep: Class 12 contains 10563 members 
Mstep: Class 13 contains 2910 members 
Mstep: Class 14 contains 7835 members 
Mstep: Class 15 contains 73971 members 
Mstep: Class 16 contains 8330 members 
Mstep: Class 17 contains 14443 members 
Mstep: Class 19 contains 313594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35890660.000000 Penalty: 35032.816406
Iteration 38Q: 17 clusters Score -3.589066e+07 nChanged 796
Entering ConstructFrom: 
Score: -35890660.000000 Penalty: 35032.816406
Entering ConstructFrom: 
Trying to split cluster 1 (86846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86846 members 
Entering Unmasked Estep 
Score: -4620809.500000 Penalty: 1847.932495
	Iteration 0F: 2 clusters Score -4620810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -4562871.500000 Penalty: 3695.864990
	Iteration 0F: 3 clusters Score -4562872 nChanged 41331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -4587098.500000 Penalty: 3695.864990
	Iteration 1F: 3 clusters Score -4587098 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -4587947.000000 Penalty: 3695.864990
	Iteration 2Q: 3 clusters Score -4587947 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -4589089.000000 Penalty: 3695.864990
	Iteration 3Q: 3 clusters Score -4589089 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -4590424.000000 Penalty: 3695.864990
	Iteration 4Q: 3 clusters Score -4590424 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -4591999.000000 Penalty: 3695.864990
	Iteration 5Q: 3 clusters Score -4591999 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -4593865.000000 Penalty: 3695.864990
	Iteration 6Q: 3 clusters Score -4593865 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -4596288.500000 Penalty: 3695.864990
	Iteration 7F: 3 clusters Score -4596288 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -4599556.000000 Penalty: 3695.864990
	Iteration 8F: 3 clusters Score -4599556 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -4602973.500000 Penalty: 3695.864990
	Iteration 9F: 3 clusters Score -4602974 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -4605397.500000 Penalty: 3695.864990
	Iteration 10F: 3 clusters Score -4605398 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -4606533.000000 Penalty: 3695.864990
	Iteration 11Q: 3 clusters Score -4606533 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -4607043.000000 Penalty: 3695.864990
	Iteration 12Q: 3 clusters Score -4607043 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -4607401.500000 Penalty: 3695.864990
	Iteration 13Q: 3 clusters Score -4607402 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -4607720.000000 Penalty: 3695.864990
	Iteration 14Q: 3 clusters Score -4607720 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -4607975.000000 Penalty: 3695.864990
	Iteration 15Q: 3 clusters Score -4607975 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -4608239.500000 Penalty: 3695.864990
	Iteration 16Q: 3 clusters Score -4608240 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49991 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -4608429.000000 Penalty: 3695.864990
	Iteration 17Q: 3 clusters Score -4608429 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50669 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -4608713.000000 Penalty: 3695.864990
	Iteration 18Q: 3 clusters Score -4608713 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -4608956.500000 Penalty: 3695.864990
	Iteration 19Q: 3 clusters Score -4608956 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -4609218.500000 Penalty: 3695.864990
	Iteration 20F: 3 clusters Score -4609218 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53166 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -4609498.500000 Penalty: 3695.864990
	Iteration 21Q: 3 clusters Score -4609498 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -4609761.500000 Penalty: 3695.864990
	Iteration 22Q: 3 clusters Score -4609762 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55107 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -4610105.000000 Penalty: 3695.864990
	Iteration 23Q: 3 clusters Score -4610105 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56191 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -4610444.500000 Penalty: 3695.864990
	Iteration 24Q: 3 clusters Score -4610444 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57325 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -4610799.500000 Penalty: 3695.864990
	Iteration 25Q: 3 clusters Score -4610800 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -4611147.000000 Penalty: 3695.864990
	Iteration 26Q: 3 clusters Score -4611147 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -4611558.000000 Penalty: 3695.864990
	Iteration 27Q: 3 clusters Score -4611558 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -4612009.500000 Penalty: 3695.864990
	Iteration 28Q: 3 clusters Score -4612010 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62392 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -4612549.500000 Penalty: 3695.864990
	Iteration 29Q: 3 clusters Score -4612550 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63757 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -4613061.000000 Penalty: 3695.864990
	Iteration 30Q: 3 clusters Score -4613061 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -4613622.000000 Penalty: 3695.864990
	Iteration 31Q: 3 clusters Score -4613622 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66451 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -4614146.000000 Penalty: 3695.864990
	Iteration 32Q: 3 clusters Score -4614146 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67753 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -4614761.000000 Penalty: 3695.864990
	Iteration 33Q: 3 clusters Score -4614761 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69080 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -4615347.000000 Penalty: 3695.864990
	Iteration 34Q: 3 clusters Score -4615347 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70407 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -4615937.000000 Penalty: 3695.864990
	Iteration 35Q: 3 clusters Score -4615937 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71606 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -4616426.500000 Penalty: 3695.864990
	Iteration 36Q: 3 clusters Score -4616426 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72681 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -4616820.000000 Penalty: 3695.864990
	Iteration 37Q: 3 clusters Score -4616820 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73698 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -4617235.500000 Penalty: 3695.864990
	Iteration 38Q: 3 clusters Score -4617236 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74607 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -4617531.500000 Penalty: 3695.864990
	Iteration 39Q: 3 clusters Score -4617532 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75415 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -4617910.000000 Penalty: 3695.864990
	Iteration 40F: 3 clusters Score -4617910 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76224 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -4618218.500000 Penalty: 3695.864990
	Iteration 41Q: 3 clusters Score -4618218 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76962 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -4618447.500000 Penalty: 3695.864990
	Iteration 42Q: 3 clusters Score -4618448 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77644 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -4618640.000000 Penalty: 3695.864990
	Iteration 43Q: 3 clusters Score -4618640 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78247 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -4618806.500000 Penalty: 3695.864990
	Iteration 44Q: 3 clusters Score -4618806 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78798 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -4618995.000000 Penalty: 3695.864990
	Iteration 45Q: 3 clusters Score -4618995 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79325 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -4619116.500000 Penalty: 3695.864990
	Iteration 46Q: 3 clusters Score -4619116 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79793 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -4619198.000000 Penalty: 3695.864990
	Iteration 47Q: 3 clusters Score -4619198 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80187 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -4619270.000000 Penalty: 3695.864990
	Iteration 48Q: 3 clusters Score -4619270 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80513 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -4619327.000000 Penalty: 3695.864990
	Iteration 49Q: 3 clusters Score -4619327 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80813 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -4619394.000000 Penalty: 3695.864990
	Iteration 50Q: 3 clusters Score -4619394 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81095 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -4619446.000000 Penalty: 3695.864990
	Iteration 51Q: 3 clusters Score -4619446 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81337 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -4619490.000000 Penalty: 3695.864990
	Iteration 52Q: 3 clusters Score -4619490 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81553 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -4619521.500000 Penalty: 3695.864990
	Iteration 53Q: 3 clusters Score -4619522 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81748 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -4619560.500000 Penalty: 3695.864990
	Iteration 54Q: 3 clusters Score -4619560 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81914 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -4619582.500000 Penalty: 3695.864990
	Iteration 55Q: 3 clusters Score -4619582 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82064 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -4619618.000000 Penalty: 3695.864990
	Iteration 56Q: 3 clusters Score -4619618 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82222 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -4619645.500000 Penalty: 3695.864990
	Iteration 57Q: 3 clusters Score -4619646 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82360 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -4619646.500000 Penalty: 3695.864990
	Iteration 58Q: 3 clusters Score -4619646 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82492 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -4619670.000000 Penalty: 3695.864990
	Iteration 59Q: 3 clusters Score -4619670 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82601 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -4619676.500000 Penalty: 3695.864990
	Iteration 60F: 3 clusters Score -4619676 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82705 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -4619674.500000 Penalty: 3695.864990
	Iteration 61Q: 3 clusters Score -4619674 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82786 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -4619679.500000 Penalty: 3695.864990
	Iteration 62Q: 3 clusters Score -4619680 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82870 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -4619703.000000 Penalty: 3695.864990
	Iteration 63Q: 3 clusters Score -4619703 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82937 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -4619711.500000 Penalty: 3695.864990
	Iteration 64Q: 3 clusters Score -4619712 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82995 members 
Mstep: Class 2 contains 3851 members 
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Mstep: Class 2 contains 3803 members 
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	Iteration 66Q: 3 clusters Score -4619737 nChanged 36
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Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4619738 nChanged 43
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Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4619742 nChanged 37
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Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4619746 nChanged 41
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Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4619748 nChanged 36
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4619746 nChanged 28
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Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4619754 nChanged 25
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Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4619743 nChanged 25
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Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4619760 nChanged 20
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Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4619760 nChanged 16
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Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4619754 nChanged 11
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4619760 nChanged 8
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Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4619760 nChanged 9
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Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4619763 nChanged 8
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Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4619765 nChanged 9
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Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4619772 nChanged 12
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Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4619774 nChanged 6
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Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4619779 nChanged 5
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Mstep: Class 1 contains 83413 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4619776 nChanged 2
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Mstep: Class 1 contains 83415 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4619776 nChanged 4
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Mstep: Class 1 contains 83419 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4619780 nChanged 5
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Mstep: Class 1 contains 83424 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4619778 nChanged 5
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Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4619779 nChanged 3
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Mstep: Class 1 contains 83432 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4619772 nChanged 3
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Mstep: Class 2 contains 3404 members 
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	Iteration 94Q: 3 clusters Score -4619772 nChanged 1
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4619770 nChanged 9
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Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4619774 nChanged 7
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Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4619772 nChanged 7
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Mstep: Class 2 contains 3364 members 
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	Iteration 101Q: 3 clusters Score -4619776 nChanged 7
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Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4619774 nChanged 9
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Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4619778 nChanged 7
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Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4619776 nChanged 6
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4619780 nChanged 7
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	Iteration 106Q: 3 clusters Score -4619774 nChanged 7
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Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4619777 nChanged 6
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4619778 nChanged 2
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	Iteration 109Q: 3 clusters Score -4619786 nChanged 4
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	Iteration 110Q: 3 clusters Score -4619780 nChanged 4
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4619784 nChanged 3
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	Iteration 112Q: 3 clusters Score -4619780 nChanged 3
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	Iteration 113Q: 3 clusters Score -4619780 nChanged 5
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4619778 nChanged 5
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	Iteration 115Q: 3 clusters Score -4619778 nChanged 6
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4619781 nChanged 3
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	Iteration 117Q: 3 clusters Score -4619780 nChanged 4
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4619782 nChanged 5
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	Iteration 119Q: 3 clusters Score -4619780 nChanged 9
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Mstep: Class 1 contains 83576 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4619776 nChanged 11
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	Iteration 121Q: 3 clusters Score -4619784 nChanged 11
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4619780 nChanged 10
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	Iteration 123Q: 3 clusters Score -4619789 nChanged 9
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	Iteration 124Q: 3 clusters Score -4619788 nChanged 18
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	Iteration 125Q: 3 clusters Score -4619786 nChanged 18
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Mstep: Class 2 contains 3199 members 
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	Iteration 126Q: 3 clusters Score -4619789 nChanged 19
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4619792 nChanged 18
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4619790 nChanged 15
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	Iteration 129Q: 3 clusters Score -4619790 nChanged 18
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	Iteration 130Q: 3 clusters Score -4619788 nChanged 19
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	Iteration 131Q: 3 clusters Score -4619783 nChanged 13
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	Iteration 132Q: 3 clusters Score -4619780 nChanged 10
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	Iteration 133Q: 3 clusters Score -4619780 nChanged 8
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	Iteration 134Q: 3 clusters Score -4619783 nChanged 7
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	Iteration 135Q: 3 clusters Score -4619785 nChanged 5
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	Iteration 136Q: 3 clusters Score -4619784 nChanged 5
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	Iteration 137Q: 3 clusters Score -4619777 nChanged 8
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	Iteration 138Q: 3 clusters Score -4619776 nChanged 8
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	Iteration 139Q: 3 clusters Score -4619772 nChanged 10
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	Iteration 140F: 3 clusters Score -4619781 nChanged 5
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	Iteration 141Q: 3 clusters Score -4619776 nChanged 5
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	Iteration 142Q: 3 clusters Score -4619783 nChanged 6
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	Iteration 143Q: 3 clusters Score -4619780 nChanged 9
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	Iteration 144Q: 3 clusters Score -4619782 nChanged 6
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	Iteration 145Q: 3 clusters Score -4619789 nChanged 6
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	Iteration 146Q: 3 clusters Score -4619794 nChanged 6
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	Iteration 147Q: 3 clusters Score -4619796 nChanged 4
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	Iteration 148Q: 3 clusters Score -4619796 nChanged 6
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4619798 nChanged 7
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	Iteration 150Q: 3 clusters Score -4619796 nChanged 12
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	Iteration 151Q: 3 clusters Score -4619797 nChanged 7
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	Iteration 152Q: 3 clusters Score -4619802 nChanged 4
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	Iteration 153Q: 3 clusters Score -4619802 nChanged 4
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	Iteration 154Q: 3 clusters Score -4619800 nChanged 3
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	Iteration 155Q: 3 clusters Score -4619806 nChanged 1
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	Iteration 156Q: 3 clusters Score -4619806 nChanged 1
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	Iteration 157Q: 3 clusters Score -4619807 nChanged 0
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Entering Unmasked Estep 
Score: -4619807.000000 Penalty: 3695.864990
	Iteration 158F: 3 clusters Score -4619807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Entering Unmasked Estep 
Score: -389612.812500 Penalty: 1455.762695
	Iteration 0F: 2 clusters Score -389612.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -383881.000000 Penalty: 2911.525391
	Iteration 0F: 3 clusters Score -383881 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -385828.843750 Penalty: 2911.525391
	Iteration 1F: 3 clusters Score -385828.8 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -386354.281250 Penalty: 2911.525391
	Iteration 2F: 3 clusters Score -386354.3 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -386935.968750 Penalty: 2911.525391
	Iteration 3F: 3 clusters Score -386936 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -387483.812500 Penalty: 2911.525391
	Iteration 4F: 3 clusters Score -387483.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -387953.468750 Penalty: 2911.525391
	Iteration 5F: 3 clusters Score -387953.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -388316.125000 Penalty: 2911.525391
	Iteration 6F: 3 clusters Score -388316.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -388591.375000 Penalty: 2911.525391
	Iteration 7Q: 3 clusters Score -388591.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -388791.781250 Penalty: 2911.525391
	Iteration 8Q: 3 clusters Score -388791.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -388907.656250 Penalty: 2911.525391
	Iteration 9Q: 3 clusters Score -388907.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -388985.500000 Penalty: 2911.525391
	Iteration 10Q: 3 clusters Score -388985.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -389044.625000 Penalty: 2911.525391
	Iteration 11Q: 3 clusters Score -389044.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -389087.250000 Penalty: 2911.525391
	Iteration 12Q: 3 clusters Score -389087.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -389115.968750 Penalty: 2911.525391
	Iteration 13Q: 3 clusters Score -389116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -389132.875000 Penalty: 2911.525391
	Iteration 14Q: 3 clusters Score -389132.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -389140.843750 Penalty: 2911.525391
	Iteration 15Q: 3 clusters Score -389140.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -389147.937500 Penalty: 2911.525391
	Iteration 16Q: 3 clusters Score -389147.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -389155.656250 Penalty: 2911.525391
	Iteration 17Q: 3 clusters Score -389155.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -389160.843750 Penalty: 2911.525391
	Iteration 18Q: 3 clusters Score -389160.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -389162.250000 Penalty: 2911.525391
	Iteration 19Q: 3 clusters Score -389162.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -389163.906250 Penalty: 2911.525391
	Iteration 20F: 3 clusters Score -389163.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -389163.906250 Penalty: 2911.525391
	Iteration 21Q: 3 clusters Score -389163.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -389164.843750 Penalty: 2911.525391
	Iteration 22Q: 3 clusters Score -389164.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -389166.625000 Penalty: 2911.525391
	Iteration 23Q: 3 clusters Score -389166.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -389166.906250 Penalty: 2911.525391
	Iteration 24Q: 3 clusters Score -389166.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -389167.281250 Penalty: 2911.525391
	Iteration 25Q: 3 clusters Score -389167.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -389168.187500 Penalty: 2911.525391
	Iteration 26Q: 3 clusters Score -389168.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -389168.531250 Penalty: 2911.525391
	Iteration 27Q: 3 clusters Score -389168.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -389168.531250 Penalty: 2911.525391
	Iteration 28F: 3 clusters Score -389168.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Entering Unmasked Estep 
Score: -386760.062500 Penalty: 1451.312744
	Iteration 0F: 2 clusters Score -386760.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -381141.562500 Penalty: 2902.625488
	Iteration 0F: 3 clusters Score -381141.6 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -382978.125000 Penalty: 2902.625488
	Iteration 1F: 3 clusters Score -382978.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -383330.843750 Penalty: 2902.625488
	Iteration 2F: 3 clusters Score -383330.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -383635.593750 Penalty: 2902.625488
	Iteration 3F: 3 clusters Score -383635.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -383925.312500 Penalty: 2902.625488
	Iteration 4F: 3 clusters Score -383925.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -384173.187500 Penalty: 2902.625488
	Iteration 5F: 3 clusters Score -384173.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -384390.218750 Penalty: 2902.625488
	Iteration 6Q: 3 clusters Score -384390.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -384570.750000 Penalty: 2902.625488
	Iteration 7Q: 3 clusters Score -384570.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -384699.562500 Penalty: 2902.625488
	Iteration 8Q: 3 clusters Score -384699.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -384787.625000 Penalty: 2902.625488
	Iteration 9Q: 3 clusters Score -384787.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -384856.468750 Penalty: 2902.625488
	Iteration 10Q: 3 clusters Score -384856.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -384910.906250 Penalty: 2902.625488
	Iteration 11Q: 3 clusters Score -384910.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -384957.812500 Penalty: 2902.625488
	Iteration 12Q: 3 clusters Score -384957.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -385001.312500 Penalty: 2902.625488
	Iteration 13Q: 3 clusters Score -385001.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -385036.156250 Penalty: 2902.625488
	Iteration 14Q: 3 clusters Score -385036.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -385072.031250 Penalty: 2902.625488
	Iteration 15Q: 3 clusters Score -385072 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -385103.531250 Penalty: 2902.625488
	Iteration 16Q: 3 clusters Score -385103.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -385137.812500 Penalty: 2902.625488
	Iteration 17Q: 3 clusters Score -385137.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -385168.093750 Penalty: 2902.625488
	Iteration 18Q: 3 clusters Score -385168.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -385191.531250 Penalty: 2902.625488
	Iteration 19Q: 3 clusters Score -385191.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -385210.593750 Penalty: 2902.625488
	Iteration 20F: 3 clusters Score -385210.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -385224.687500 Penalty: 2902.625488
	Iteration 21Q: 3 clusters Score -385224.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -385233.906250 Penalty: 2902.625488
	Iteration 22Q: 3 clusters Score -385233.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -385247.593750 Penalty: 2902.625488
	Iteration 23Q: 3 clusters Score -385247.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -385262.031250 Penalty: 2902.625488
	Iteration 24Q: 3 clusters Score -385262 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -385280.843750 Penalty: 2902.625488
	Iteration 25Q: 3 clusters Score -385280.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -385307.125000 Penalty: 2902.625488
	Iteration 26Q: 3 clusters Score -385307.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -385340.312500 Penalty: 2902.625488
	Iteration 27Q: 3 clusters Score -385340.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -385366.625000 Penalty: 2902.625488
	Iteration 28Q: 3 clusters Score -385366.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -385387.968750 Penalty: 2902.625488
	Iteration 29Q: 3 clusters Score -385388 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -385405.718750 Penalty: 2902.625488
	Iteration 30Q: 3 clusters Score -385405.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -385422.906250 Penalty: 2902.625488
	Iteration 31Q: 3 clusters Score -385422.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -385446.312500 Penalty: 2902.625488
	Iteration 32Q: 3 clusters Score -385446.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -385467.656250 Penalty: 2902.625488
	Iteration 33Q: 3 clusters Score -385467.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -385484.500000 Penalty: 2902.625488
	Iteration 34Q: 3 clusters Score -385484.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -385499.812500 Penalty: 2902.625488
	Iteration 35Q: 3 clusters Score -385499.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -385516.468750 Penalty: 2902.625488
	Iteration 36Q: 3 clusters Score -385516.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -385526.406250 Penalty: 2902.625488
	Iteration 37Q: 3 clusters Score -385526.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -385540.375000 Penalty: 2902.625488
	Iteration 38Q: 3 clusters Score -385540.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -385557.031250 Penalty: 2902.625488
	Iteration 39Q: 3 clusters Score -385557 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -385573.750000 Penalty: 2902.625488
	Iteration 40F: 3 clusters Score -385573.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -385592.687500 Penalty: 2902.625488
	Iteration 41Q: 3 clusters Score -385592.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -385605.375000 Penalty: 2902.625488
	Iteration 42Q: 3 clusters Score -385605.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -385617.593750 Penalty: 2902.625488
	Iteration 43Q: 3 clusters Score -385617.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -385630.375000 Penalty: 2902.625488
	Iteration 44Q: 3 clusters Score -385630.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -385644.312500 Penalty: 2902.625488
	Iteration 45Q: 3 clusters Score -385644.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -385656.187500 Penalty: 2902.625488
	Iteration 46Q: 3 clusters Score -385656.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -385669.375000 Penalty: 2902.625488
	Iteration 47Q: 3 clusters Score -385669.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -385679.281250 Penalty: 2902.625488
	Iteration 48Q: 3 clusters Score -385679.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -385684.781250 Penalty: 2902.625488
	Iteration 49Q: 3 clusters Score -385684.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -385687.812500 Penalty: 2902.625488
	Iteration 50Q: 3 clusters Score -385687.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -385689.375000 Penalty: 2902.625488
	Iteration 51Q: 3 clusters Score -385689.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -385693.000000 Penalty: 2902.625488
	Iteration 52Q: 3 clusters Score -385693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -385693.437500 Penalty: 2902.625488
	Iteration 53Q: 3 clusters Score -385693.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -385694.218750 Penalty: 2902.625488
	Iteration 54Q: 3 clusters Score -385694.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -385697.031250 Penalty: 2902.625488
	Iteration 55Q: 3 clusters Score -385697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -385696.562500 Penalty: 2902.625488
	Iteration 56Q: 3 clusters Score -385696.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -385698.187500 Penalty: 2902.625488
	Iteration 57Q: 3 clusters Score -385698.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -385698.937500 Penalty: 2902.625488
	Iteration 58Q: 3 clusters Score -385698.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -385700.031250 Penalty: 2902.625488
	Iteration 59Q: 3 clusters Score -385700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -385700.187500 Penalty: 2902.625488
	Iteration 60F: 3 clusters Score -385700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -385700.718750 Penalty: 2902.625488
	Iteration 61Q: 3 clusters Score -385700.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -385701.937500 Penalty: 2902.625488
	Iteration 62Q: 3 clusters Score -385701.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -385702.875000 Penalty: 2902.625488
	Iteration 63Q: 3 clusters Score -385702.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -385703.062500 Penalty: 2902.625488
	Iteration 64Q: 3 clusters Score -385703.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -385702.593750 Penalty: 2902.625488
	Iteration 65Q: 3 clusters Score -385702.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -385704.625000 Penalty: 2902.625488
	Iteration 66Q: 3 clusters Score -385704.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -385705.281250 Penalty: 2902.625488
	Iteration 67Q: 3 clusters Score -385705.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -385705.187500 Penalty: 2902.625488
	Iteration 68Q: 3 clusters Score -385705.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -385706.781250 Penalty: 2902.625488
	Iteration 69Q: 3 clusters Score -385706.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -385707.281250 Penalty: 2902.625488
	Iteration 70Q: 3 clusters Score -385707.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -385707.250000 Penalty: 2902.625488
	Iteration 71Q: 3 clusters Score -385707.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -385708.718750 Penalty: 2902.625488
	Iteration 72Q: 3 clusters Score -385708.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -385709.937500 Penalty: 2902.625488
	Iteration 73Q: 3 clusters Score -385709.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -385710.781250 Penalty: 2902.625488
	Iteration 74Q: 3 clusters Score -385710.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -385710.093750 Penalty: 2902.625488
	Iteration 75Q: 3 clusters Score -385710.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -385711.156250 Penalty: 2902.625488
	Iteration 76Q: 3 clusters Score -385711.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -385713.156250 Penalty: 2902.625488
	Iteration 77Q: 3 clusters Score -385713.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -385713.843750 Penalty: 2902.625488
	Iteration 78Q: 3 clusters Score -385713.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -385715.687500 Penalty: 2902.625488
	Iteration 79Q: 3 clusters Score -385715.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -385715.218750 Penalty: 2902.625488
	Iteration 80F: 3 clusters Score -385715.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -385717.312500 Penalty: 2902.625488
	Iteration 81Q: 3 clusters Score -385717.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -385719.468750 Penalty: 2902.625488
	Iteration 82Q: 3 clusters Score -385719.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -385721.187500 Penalty: 2902.625488
	Iteration 83Q: 3 clusters Score -385721.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -385722.906250 Penalty: 2902.625488
	Iteration 84Q: 3 clusters Score -385722.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -385722.812500 Penalty: 2902.625488
	Iteration 85Q: 3 clusters Score -385722.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -385723.468750 Penalty: 2902.625488
	Iteration 86Q: 3 clusters Score -385723.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -385723.187500 Penalty: 2902.625488
	Iteration 87Q: 3 clusters Score -385723.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -385723.625000 Penalty: 2902.625488
	Iteration 88Q: 3 clusters Score -385723.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -385724.312500 Penalty: 2902.625488
	Iteration 89Q: 3 clusters Score -385724.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -385725.781250 Penalty: 2902.625488
	Iteration 90Q: 3 clusters Score -385725.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -385725.812500 Penalty: 2902.625488
	Iteration 91Q: 3 clusters Score -385725.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -385726.312500 Penalty: 2902.625488
	Iteration 92Q: 3 clusters Score -385726.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -385725.968750 Penalty: 2902.625488
	Iteration 93Q: 3 clusters Score -385726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -385725.968750 Penalty: 2902.625488
	Iteration 94F: 3 clusters Score -385726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Entering Unmasked Estep 
Score: -303517.531250 Penalty: 1408.916870
	Iteration 0F: 2 clusters Score -303517.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -298935.843750 Penalty: 2817.833740
	Iteration 0F: 3 clusters Score -298935.8 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -300245.000000 Penalty: 2817.833740
	Iteration 1F: 3 clusters Score -300245 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -300491.875000 Penalty: 2817.833740
	Iteration 2F: 3 clusters Score -300491.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -300702.625000 Penalty: 2817.833740
	Iteration 3F: 3 clusters Score -300702.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -300883.156250 Penalty: 2817.833740
	Iteration 4F: 3 clusters Score -300883.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -301047.625000 Penalty: 2817.833740
	Iteration 5Q: 3 clusters Score -301047.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -301210.625000 Penalty: 2817.833740
	Iteration 6Q: 3 clusters Score -301210.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -301395.687500 Penalty: 2817.833740
	Iteration 7Q: 3 clusters Score -301395.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -301579.906250 Penalty: 2817.833740
	Iteration 8Q: 3 clusters Score -301579.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -301760.093750 Penalty: 2817.833740
	Iteration 9Q: 3 clusters Score -301760.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -301904.687500 Penalty: 2817.833740
	Iteration 10Q: 3 clusters Score -301904.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -301997.281250 Penalty: 2817.833740
	Iteration 11Q: 3 clusters Score -301997.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -302049.843750 Penalty: 2817.833740
	Iteration 12Q: 3 clusters Score -302049.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -302072.437500 Penalty: 2817.833740
	Iteration 13Q: 3 clusters Score -302072.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -302089.000000 Penalty: 2817.833740
	Iteration 14Q: 3 clusters Score -302089 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -302102.843750 Penalty: 2817.833740
	Iteration 15Q: 3 clusters Score -302102.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -302114.437500 Penalty: 2817.833740
	Iteration 16Q: 3 clusters Score -302114.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -302121.812500 Penalty: 2817.833740
	Iteration 17Q: 3 clusters Score -302121.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -302126.500000 Penalty: 2817.833740
	Iteration 18Q: 3 clusters Score -302126.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -302129.375000 Penalty: 2817.833740
	Iteration 19Q: 3 clusters Score -302129.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -302134.406250 Penalty: 2817.833740
	Iteration 20F: 3 clusters Score -302134.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -302137.875000 Penalty: 2817.833740
	Iteration 21Q: 3 clusters Score -302137.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -302139.812500 Penalty: 2817.833740
	Iteration 22Q: 3 clusters Score -302139.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -302142.781250 Penalty: 2817.833740
	Iteration 23Q: 3 clusters Score -302142.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -302143.500000 Penalty: 2817.833740
	Iteration 24Q: 3 clusters Score -302143.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -302144.406250 Penalty: 2817.833740
	Iteration 25Q: 3 clusters Score -302144.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -302144.343750 Penalty: 2817.833740
	Iteration 26Q: 3 clusters Score -302144.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -302144.562500 Penalty: 2817.833740
	Iteration 27Q: 3 clusters Score -302144.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -302144.562500 Penalty: 2817.833740
	Iteration 28F: 3 clusters Score -302144.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (77835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77835 members 
Entering Unmasked Estep 
Score: -4116548.500000 Penalty: 1830.131226
	Iteration 0F: 2 clusters Score -4116548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -4064530.250000 Penalty: 3660.262451
	Iteration 0F: 3 clusters Score -4064530 nChanged 36922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -4087037.000000 Penalty: 3660.262451
	Iteration 1F: 3 clusters Score -4087037 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -4089751.500000 Penalty: 3660.262451
	Iteration 2F: 3 clusters Score -4089752 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -4094025.500000 Penalty: 3660.262451
	Iteration 3F: 3 clusters Score -4094026 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -4098742.000000 Penalty: 3660.262451
	Iteration 4F: 3 clusters Score -4098742 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -4102341.250000 Penalty: 3660.262451
	Iteration 5F: 3 clusters Score -4102341 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58247 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -4104566.500000 Penalty: 3660.262451
	Iteration 6F: 3 clusters Score -4104566 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -4106061.000000 Penalty: 3660.262451
	Iteration 7Q: 3 clusters Score -4106061 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63049 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -4107484.750000 Penalty: 3660.262451
	Iteration 8Q: 3 clusters Score -4107485 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65253 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -4109017.250000 Penalty: 3660.262451
	Iteration 9Q: 3 clusters Score -4109017 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67355 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -4110990.250000 Penalty: 3660.262451
	Iteration 10Q: 3 clusters Score -4110990 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69191 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -4113877.250000 Penalty: 3660.262451
	Iteration 11Q: 3 clusters Score -4113877 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70417 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -4116991.500000 Penalty: 3660.262451
	Iteration 12Q: 3 clusters Score -4116992 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71005 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -4118397.750000 Penalty: 3660.262451
	Iteration 13Q: 3 clusters Score -4118398 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71452 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -4119057.500000 Penalty: 3660.262451
	Iteration 14Q: 3 clusters Score -4119058 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71752 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -4119410.750000 Penalty: 3660.262451
	Iteration 15Q: 3 clusters Score -4119411 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71981 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -4119581.750000 Penalty: 3660.262451
	Iteration 16Q: 3 clusters Score -4119582 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72127 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -4119625.000000 Penalty: 3660.262451
	Iteration 17Q: 3 clusters Score -4119625 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72226 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -4119667.750000 Penalty: 3660.262451
	Iteration 18Q: 3 clusters Score -4119668 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72295 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -4119668.000000 Penalty: 3660.262451
	Iteration 19Q: 3 clusters Score -4119668 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72339 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -4119687.250000 Penalty: 3660.262451
	Iteration 20F: 3 clusters Score -4119687 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72365 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -4119678.250000 Penalty: 3660.262451
	Iteration 21Q: 3 clusters Score -4119678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72379 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -4119674.750000 Penalty: 3660.262451
	Iteration 22Q: 3 clusters Score -4119675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72391 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -4119681.750000 Penalty: 3660.262451
	Iteration 23Q: 3 clusters Score -4119682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72397 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -4119682.000000 Penalty: 3660.262451
	Iteration 24Q: 3 clusters Score -4119682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72403 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -4119685.500000 Penalty: 3660.262451
	Iteration 25Q: 3 clusters Score -4119686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72409 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -4119683.000000 Penalty: 3660.262451
	Iteration 26Q: 3 clusters Score -4119683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72414 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -4119685.750000 Penalty: 3660.262451
	Iteration 27Q: 3 clusters Score -4119686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72417 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -4119681.750000 Penalty: 3660.262451
	Iteration 28Q: 3 clusters Score -4119682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72420 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -4119686.250000 Penalty: 3660.262451
	Iteration 29Q: 3 clusters Score -4119686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72423 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -4119690.250000 Penalty: 3660.262451
	Iteration 30Q: 3 clusters Score -4119690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72427 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -4119684.750000 Penalty: 3660.262451
	Iteration 31Q: 3 clusters Score -4119685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72431 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -4119679.500000 Penalty: 3660.262451
	Iteration 32Q: 3 clusters Score -4119680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72435 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -4119688.750000 Penalty: 3660.262451
	Iteration 33Q: 3 clusters Score -4119689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72437 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -4119687.000000 Penalty: 3660.262451
	Iteration 34Q: 3 clusters Score -4119687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72440 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -4119690.500000 Penalty: 3660.262451
	Iteration 35Q: 3 clusters Score -4119690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72446 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -4119688.000000 Penalty: 3660.262451
	Iteration 36Q: 3 clusters Score -4119688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72448 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -4119686.000000 Penalty: 3660.262451
	Iteration 37Q: 3 clusters Score -4119686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72450 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -4119685.250000 Penalty: 3660.262451
	Iteration 38Q: 3 clusters Score -4119685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72454 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -4119685.250000 Penalty: 3660.262451
	Iteration 39Q: 3 clusters Score -4119685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72455 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -4119688.500000 Penalty: 3660.262451
	Iteration 40F: 3 clusters Score -4119688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72456 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -4119692.000000 Penalty: 3660.262451
	Iteration 41Q: 3 clusters Score -4119692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72457 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -4119685.500000 Penalty: 3660.262451
	Iteration 42Q: 3 clusters Score -4119686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72459 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -4119690.750000 Penalty: 3660.262451
	Iteration 43Q: 3 clusters Score -4119691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72463 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -4119683.000000 Penalty: 3660.262451
	Iteration 44Q: 3 clusters Score -4119683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72464 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -4119684.000000 Penalty: 3660.262451
	Iteration 45Q: 3 clusters Score -4119684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72466 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -4119686.000000 Penalty: 3660.262451
	Iteration 46Q: 3 clusters Score -4119686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72468 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -4119686.250000 Penalty: 3660.262451
	Iteration 47Q: 3 clusters Score -4119686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72471 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -4119686.500000 Penalty: 3660.262451
	Iteration 48Q: 3 clusters Score -4119686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72473 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -4119694.250000 Penalty: 3660.262451
	Iteration 49Q: 3 clusters Score -4119694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72473 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -4119694.250000 Penalty: 3660.262451
	Iteration 50F: 3 clusters Score -4119694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 86846 members 
Mstep: Class 2 contains 7774 members 
Mstep: Class 3 contains 7564 members 
Mstep: Class 4 contains 5827 members 
Mstep: Class 5 contains 72473 members 
Mstep: Class 6 contains 29531 members 
Mstep: Class 7 contains 37985 members 
Mstep: Class 8 contains 5362 members 
Mstep: Class 10 contains 15347 members 
Mstep: Class 11 contains 10403 members 
Mstep: Class 12 contains 10559 members 
Mstep: Class 13 contains 2914 members 
Mstep: Class 14 contains 7827 members 
Mstep: Class 15 contains 73883 members 
Mstep: Class 16 contains 8329 members 
Mstep: Class 17 contains 14443 members 
Mstep: Class 19 contains 313736 members 
Entering Unmasked Estep 
Score: -35893600.000000 Penalty: 37222.367188
Splitting cluster 5 changes total score from -35890660.000000 to -35893600.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 6 (29531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Entering Unmasked Estep 
Score: -1538034.500000 Penalty: 1672.644287
	Iteration 0F: 2 clusters Score -1538034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1518137.250000 Penalty: 3345.288574
	Iteration 0F: 3 clusters Score -1518137 nChanged 13587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -1526015.000000 Penalty: 3345.288574
	Iteration 1F: 3 clusters Score -1526015 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -1526884.375000 Penalty: 3345.288574
	Iteration 2F: 3 clusters Score -1526884 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -1528065.250000 Penalty: 3345.288574
	Iteration 3F: 3 clusters Score -1528065 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -1529550.000000 Penalty: 3345.288574
	Iteration 4F: 3 clusters Score -1529550 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -1531220.250000 Penalty: 3345.288574
	Iteration 5F: 3 clusters Score -1531220 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -1532537.875000 Penalty: 3345.288574
	Iteration 6F: 3 clusters Score -1532538 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -1533411.000000 Penalty: 3345.288574
	Iteration 7F: 3 clusters Score -1533411 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -1533888.625000 Penalty: 3345.288574
	Iteration 8Q: 3 clusters Score -1533889 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -1534137.250000 Penalty: 3345.288574
	Iteration 9Q: 3 clusters Score -1534137 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -1534263.875000 Penalty: 3345.288574
	Iteration 10Q: 3 clusters Score -1534264 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -1534332.375000 Penalty: 3345.288574
	Iteration 11Q: 3 clusters Score -1534332 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -1534384.125000 Penalty: 3345.288574
	Iteration 12Q: 3 clusters Score -1534384 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -1534402.875000 Penalty: 3345.288574
	Iteration 13Q: 3 clusters Score -1534403 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -1534428.875000 Penalty: 3345.288574
	Iteration 14Q: 3 clusters Score -1534429 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1534451.625000 Penalty: 3345.288574
	Iteration 15Q: 3 clusters Score -1534452 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -1534470.000000 Penalty: 3345.288574
	Iteration 16Q: 3 clusters Score -1534470 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -1534503.750000 Penalty: 3345.288574
	Iteration 17Q: 3 clusters Score -1534504 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1534520.250000 Penalty: 3345.288574
	Iteration 18Q: 3 clusters Score -1534520 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1534537.375000 Penalty: 3345.288574
	Iteration 19Q: 3 clusters Score -1534537 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1534567.625000 Penalty: 3345.288574
	Iteration 20F: 3 clusters Score -1534568 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1534599.500000 Penalty: 3345.288574
	Iteration 21Q: 3 clusters Score -1534600 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1534637.125000 Penalty: 3345.288574
	Iteration 22Q: 3 clusters Score -1534637 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1534664.625000 Penalty: 3345.288574
	Iteration 23Q: 3 clusters Score -1534665 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1534717.625000 Penalty: 3345.288574
	Iteration 24Q: 3 clusters Score -1534718 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1534776.625000 Penalty: 3345.288574
	Iteration 25Q: 3 clusters Score -1534777 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1534838.125000 Penalty: 3345.288574
	Iteration 26Q: 3 clusters Score -1534838 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1534916.375000 Penalty: 3345.288574
	Iteration 27Q: 3 clusters Score -1534916 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1535017.125000 Penalty: 3345.288574
	Iteration 28Q: 3 clusters Score -1535017 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1535137.625000 Penalty: 3345.288574
	Iteration 29Q: 3 clusters Score -1535138 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1535248.250000 Penalty: 3345.288574
	Iteration 30Q: 3 clusters Score -1535248 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1535383.375000 Penalty: 3345.288574
	Iteration 31Q: 3 clusters Score -1535383 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1535518.875000 Penalty: 3345.288574
	Iteration 32Q: 3 clusters Score -1535519 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1535662.750000 Penalty: 3345.288574
	Iteration 33Q: 3 clusters Score -1535663 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1535830.000000 Penalty: 3345.288574
	Iteration 34Q: 3 clusters Score -1535830 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1536006.250000 Penalty: 3345.288574
	Iteration 35Q: 3 clusters Score -1536006 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1536171.875000 Penalty: 3345.288574
	Iteration 36Q: 3 clusters Score -1536172 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1536350.750000 Penalty: 3345.288574
	Iteration 37Q: 3 clusters Score -1536351 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1536554.875000 Penalty: 3345.288574
	Iteration 38Q: 3 clusters Score -1536555 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1536759.000000 Penalty: 3345.288574
	Iteration 39Q: 3 clusters Score -1536759 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1536935.500000 Penalty: 3345.288574
	Iteration 40F: 3 clusters Score -1536936 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1537112.000000 Penalty: 3345.288574
	Iteration 41Q: 3 clusters Score -1537112 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1537286.750000 Penalty: 3345.288574
	Iteration 42Q: 3 clusters Score -1537287 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1537404.875000 Penalty: 3345.288574
	Iteration 43Q: 3 clusters Score -1537405 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1537529.500000 Penalty: 3345.288574
	Iteration 44Q: 3 clusters Score -1537530 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1537639.625000 Penalty: 3345.288574
	Iteration 45Q: 3 clusters Score -1537640 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1537723.000000 Penalty: 3345.288574
	Iteration 46Q: 3 clusters Score -1537723 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1537767.375000 Penalty: 3345.288574
	Iteration 47Q: 3 clusters Score -1537767 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1537811.500000 Penalty: 3345.288574
	Iteration 48Q: 3 clusters Score -1537812 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1537841.750000 Penalty: 3345.288574
	Iteration 49Q: 3 clusters Score -1537842 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1537875.875000 Penalty: 3345.288574
	Iteration 50Q: 3 clusters Score -1537876 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1537890.250000 Penalty: 3345.288574
	Iteration 51Q: 3 clusters Score -1537890 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1537906.375000 Penalty: 3345.288574
	Iteration 52Q: 3 clusters Score -1537906 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1537923.125000 Penalty: 3345.288574
	Iteration 53Q: 3 clusters Score -1537923 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1537929.500000 Penalty: 3345.288574
	Iteration 54Q: 3 clusters Score -1537930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1537931.750000 Penalty: 3345.288574
	Iteration 55Q: 3 clusters Score -1537932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1537937.375000 Penalty: 3345.288574
	Iteration 56Q: 3 clusters Score -1537937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1537939.125000 Penalty: 3345.288574
	Iteration 57Q: 3 clusters Score -1537939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1537942.500000 Penalty: 3345.288574
	Iteration 58Q: 3 clusters Score -1537942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1537939.500000 Penalty: 3345.288574
	Iteration 59Q: 3 clusters Score -1537940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1537942.250000 Penalty: 3345.288574
	Iteration 60F: 3 clusters Score -1537942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1537942.625000 Penalty: 3345.288574
	Iteration 61Q: 3 clusters Score -1537943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1537942.250000 Penalty: 3345.288574
	Iteration 62Q: 3 clusters Score -1537942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1537941.750000 Penalty: 3345.288574
	Iteration 63Q: 3 clusters Score -1537942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1537942.375000 Penalty: 3345.288574
	Iteration 64Q: 3 clusters Score -1537942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1537943.250000 Penalty: 3345.288574
	Iteration 65Q: 3 clusters Score -1537943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1537942.625000 Penalty: 3345.288574
	Iteration 66Q: 3 clusters Score -1537943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1537940.750000 Penalty: 3345.288574
	Iteration 67Q: 3 clusters Score -1537941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1537940.750000 Penalty: 3345.288574
	Iteration 68Q: 3 clusters Score -1537941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1537945.625000 Penalty: 3345.288574
	Iteration 69Q: 3 clusters Score -1537946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1537945.375000 Penalty: 3345.288574
	Iteration 70Q: 3 clusters Score -1537945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1537946.500000 Penalty: 3345.288574
	Iteration 71Q: 3 clusters Score -1537946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1537946.500000 Penalty: 3345.288574
	Iteration 72F: 3 clusters Score -1537946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Entering Unmasked Estep 
Score: -1897915.250000 Penalty: 1713.553833
	Iteration 0F: 2 clusters Score -1897915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -1872395.500000 Penalty: 3427.107666
	Iteration 0F: 3 clusters Score -1872396 nChanged 17699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -1882510.500000 Penalty: 3427.107666
	Iteration 1F: 3 clusters Score -1882510 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -1883575.250000 Penalty: 3427.107666
	Iteration 2F: 3 clusters Score -1883575 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -1885190.625000 Penalty: 3427.107666
	Iteration 3F: 3 clusters Score -1885191 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -1887431.375000 Penalty: 3427.107666
	Iteration 4F: 3 clusters Score -1887431 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -1889676.500000 Penalty: 3427.107666
	Iteration 5F: 3 clusters Score -1889676 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -1891632.875000 Penalty: 3427.107666
	Iteration 6F: 3 clusters Score -1891633 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -1893010.750000 Penalty: 3427.107666
	Iteration 7F: 3 clusters Score -1893011 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1893786.375000 Penalty: 3427.107666
	Iteration 8Q: 3 clusters Score -1893786 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -1894183.125000 Penalty: 3427.107666
	Iteration 9Q: 3 clusters Score -1894183 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1894437.875000 Penalty: 3427.107666
	Iteration 10Q: 3 clusters Score -1894438 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1894673.875000 Penalty: 3427.107666
	Iteration 11Q: 3 clusters Score -1894674 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1894939.750000 Penalty: 3427.107666
	Iteration 12Q: 3 clusters Score -1894940 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1895232.250000 Penalty: 3427.107666
	Iteration 13Q: 3 clusters Score -1895232 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1895555.375000 Penalty: 3427.107666
	Iteration 14Q: 3 clusters Score -1895555 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1895988.500000 Penalty: 3427.107666
	Iteration 15Q: 3 clusters Score -1895988 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1896469.375000 Penalty: 3427.107666
	Iteration 16Q: 3 clusters Score -1896469 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1896922.250000 Penalty: 3427.107666
	Iteration 17Q: 3 clusters Score -1896922 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1897273.500000 Penalty: 3427.107666
	Iteration 18Q: 3 clusters Score -1897274 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1897548.750000 Penalty: 3427.107666
	Iteration 19Q: 3 clusters Score -1897549 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1897769.250000 Penalty: 3427.107666
	Iteration 20F: 3 clusters Score -1897769 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1898009.125000 Penalty: 3427.107666
	Iteration 21Q: 3 clusters Score -1898009 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1898296.875000 Penalty: 3427.107666
	Iteration 22Q: 3 clusters Score -1898297 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1898654.250000 Penalty: 3427.107666
	Iteration 23Q: 3 clusters Score -1898654 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1899318.500000 Penalty: 3427.107666
	Iteration 24Q: 3 clusters Score -1899318 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1900176.875000 Penalty: 3427.107666
	Iteration 25Q: 3 clusters Score -1900177 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1900606.875000 Penalty: 3427.107666
	Iteration 26Q: 3 clusters Score -1900607 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1900801.625000 Penalty: 3427.107666
	Iteration 27Q: 3 clusters Score -1900802 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1900905.875000 Penalty: 3427.107666
	Iteration 28Q: 3 clusters Score -1900906 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1900976.000000 Penalty: 3427.107666
	Iteration 29Q: 3 clusters Score -1900976 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1901021.625000 Penalty: 3427.107666
	Iteration 30Q: 3 clusters Score -1901022 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1901057.375000 Penalty: 3427.107666
	Iteration 31Q: 3 clusters Score -1901057 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1901088.375000 Penalty: 3427.107666
	Iteration 32Q: 3 clusters Score -1901088 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1901101.750000 Penalty: 3427.107666
	Iteration 33Q: 3 clusters Score -1901102 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1901114.125000 Penalty: 3427.107666
	Iteration 34Q: 3 clusters Score -1901114 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1901118.000000 Penalty: 3427.107666
	Iteration 35Q: 3 clusters Score -1901118 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1901123.750000 Penalty: 3427.107666
	Iteration 36Q: 3 clusters Score -1901124 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1901130.000000 Penalty: 3427.107666
	Iteration 37Q: 3 clusters Score -1901130 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1901126.125000 Penalty: 3427.107666
	Iteration 38Q: 3 clusters Score -1901126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1901129.125000 Penalty: 3427.107666
	Iteration 39Q: 3 clusters Score -1901129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1901141.750000 Penalty: 3427.107666
	Iteration 40F: 3 clusters Score -1901142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1901144.500000 Penalty: 3427.107666
	Iteration 41Q: 3 clusters Score -1901144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1901140.375000 Penalty: 3427.107666
	Iteration 42Q: 3 clusters Score -1901140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1901142.875000 Penalty: 3427.107666
	Iteration 43Q: 3 clusters Score -1901143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1901148.250000 Penalty: 3427.107666
	Iteration 44Q: 3 clusters Score -1901148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1901150.750000 Penalty: 3427.107666
	Iteration 45Q: 3 clusters Score -1901151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1901150.750000 Penalty: 3427.107666
	Iteration 46Q: 3 clusters Score -1901151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1901145.750000 Penalty: 3427.107666
	Iteration 47Q: 3 clusters Score -1901146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1901144.750000 Penalty: 3427.107666
	Iteration 48Q: 3 clusters Score -1901145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1901144.125000 Penalty: 3427.107666
	Iteration 49Q: 3 clusters Score -1901144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1901142.625000 Penalty: 3427.107666
	Iteration 50Q: 3 clusters Score -1901143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1901143.625000 Penalty: 3427.107666
	Iteration 51Q: 3 clusters Score -1901144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1901144.750000 Penalty: 3427.107666
	Iteration 52Q: 3 clusters Score -1901145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1901143.625000 Penalty: 3427.107666
	Iteration 53Q: 3 clusters Score -1901144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1901144.500000 Penalty: 3427.107666
	Iteration 54Q: 3 clusters Score -1901144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1901144.000000 Penalty: 3427.107666
	Iteration 55Q: 3 clusters Score -1901144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1901146.625000 Penalty: 3427.107666
	Iteration 56Q: 3 clusters Score -1901147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1901148.125000 Penalty: 3427.107666
	Iteration 57Q: 3 clusters Score -1901148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1901145.500000 Penalty: 3427.107666
	Iteration 58Q: 3 clusters Score -1901146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1901145.125000 Penalty: 3427.107666
	Iteration 59Q: 3 clusters Score -1901145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1901145.125000 Penalty: 3427.107666
	Iteration 60F: 3 clusters Score -1901145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 86846 members 
Mstep: Class 2 contains 7774 members 
Mstep: Class 3 contains 7564 members 
Mstep: Class 4 contains 5827 members 
Mstep: Class 5 contains 72473 members 
Mstep: Class 6 contains 29531 members 
Mstep: Class 7 contains 31473 members 
Mstep: Class 8 contains 5362 members 
Mstep: Class 9 contains 6512 members 
Mstep: Class 10 contains 15347 members 
Mstep: Class 11 contains 10403 members 
Mstep: Class 12 contains 10559 members 
Mstep: Class 13 contains 2914 members 
Mstep: Class 14 contains 7827 members 
Mstep: Class 15 contains 73883 members 
Mstep: Class 16 contains 8329 members 
Mstep: Class 17 contains 14443 members 
Mstep: Class 19 contains 313736 members 
Entering Unmasked Estep 
Score: -35896324.000000 Penalty: 39411.917969
Splitting cluster 7 changes total score from -35890660.000000 to -35896324.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 10 (15347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Entering Unmasked Estep 
Score: -832312.875000 Penalty: 1566.284790
	Iteration 0F: 2 clusters Score -832312.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -821682.312500 Penalty: 3132.569580
	Iteration 0F: 3 clusters Score -821682.3 nChanged 6824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -825485.812500 Penalty: 3132.569580
	Iteration 1F: 3 clusters Score -825485.8 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -825817.437500 Penalty: 3132.569580
	Iteration 2F: 3 clusters Score -825817.4 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -826067.250000 Penalty: 3132.569580
	Iteration 3Q: 3 clusters Score -826067.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -826300.750000 Penalty: 3132.569580
	Iteration 4Q: 3 clusters Score -826300.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -826535.937500 Penalty: 3132.569580
	Iteration 5Q: 3 clusters Score -826535.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -826799.375000 Penalty: 3132.569580
	Iteration 6Q: 3 clusters Score -826799.4 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -827094.875000 Penalty: 3132.569580
	Iteration 7Q: 3 clusters Score -827094.9 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -827433.812500 Penalty: 3132.569580
	Iteration 8Q: 3 clusters Score -827433.8 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -827843.187500 Penalty: 3132.569580
	Iteration 9Q: 3 clusters Score -827843.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -828244.312500 Penalty: 3132.569580
	Iteration 10Q: 3 clusters Score -828244.3 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -828655.812500 Penalty: 3132.569580
	Iteration 11Q: 3 clusters Score -828655.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -829032.437500 Penalty: 3132.569580
	Iteration 12Q: 3 clusters Score -829032.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -829351.187500 Penalty: 3132.569580
	Iteration 13Q: 3 clusters Score -829351.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -829614.812500 Penalty: 3132.569580
	Iteration 14Q: 3 clusters Score -829614.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -829827.375000 Penalty: 3132.569580
	Iteration 15Q: 3 clusters Score -829827.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -829998.750000 Penalty: 3132.569580
	Iteration 16Q: 3 clusters Score -829998.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -830118.000000 Penalty: 3132.569580
	Iteration 17Q: 3 clusters Score -830118 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -830233.375000 Penalty: 3132.569580
	Iteration 18Q: 3 clusters Score -830233.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -830343.000000 Penalty: 3132.569580
	Iteration 19Q: 3 clusters Score -830343 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -830426.125000 Penalty: 3132.569580
	Iteration 20F: 3 clusters Score -830426.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -830501.312500 Penalty: 3132.569580
	Iteration 21Q: 3 clusters Score -830501.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -830557.187500 Penalty: 3132.569580
	Iteration 22Q: 3 clusters Score -830557.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -830615.375000 Penalty: 3132.569580
	Iteration 23Q: 3 clusters Score -830615.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -830672.625000 Penalty: 3132.569580
	Iteration 24Q: 3 clusters Score -830672.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -830715.625000 Penalty: 3132.569580
	Iteration 25Q: 3 clusters Score -830715.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -830748.750000 Penalty: 3132.569580
	Iteration 26Q: 3 clusters Score -830748.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -830777.375000 Penalty: 3132.569580
	Iteration 27Q: 3 clusters Score -830777.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -830804.812500 Penalty: 3132.569580
	Iteration 28Q: 3 clusters Score -830804.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -830820.312500 Penalty: 3132.569580
	Iteration 29Q: 3 clusters Score -830820.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -830840.375000 Penalty: 3132.569580
	Iteration 30Q: 3 clusters Score -830840.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -830855.125000 Penalty: 3132.569580
	Iteration 31Q: 3 clusters Score -830855.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -830868.937500 Penalty: 3132.569580
	Iteration 32Q: 3 clusters Score -830868.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -830880.750000 Penalty: 3132.569580
	Iteration 33Q: 3 clusters Score -830880.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -830890.062500 Penalty: 3132.569580
	Iteration 34Q: 3 clusters Score -830890.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -830902.937500 Penalty: 3132.569580
	Iteration 35Q: 3 clusters Score -830902.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -830914.437500 Penalty: 3132.569580
	Iteration 36Q: 3 clusters Score -830914.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -830930.312500 Penalty: 3132.569580
	Iteration 37Q: 3 clusters Score -830930.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -830937.750000 Penalty: 3132.569580
	Iteration 38Q: 3 clusters Score -830937.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -830942.000000 Penalty: 3132.569580
	Iteration 39Q: 3 clusters Score -830942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -830948.250000 Penalty: 3132.569580
	Iteration 40F: 3 clusters Score -830948.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -830954.437500 Penalty: 3132.569580
	Iteration 41Q: 3 clusters Score -830954.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -830960.687500 Penalty: 3132.569580
	Iteration 42Q: 3 clusters Score -830960.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -830966.375000 Penalty: 3132.569580
	Iteration 43Q: 3 clusters Score -830966.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -830969.250000 Penalty: 3132.569580
	Iteration 44Q: 3 clusters Score -830969.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -830971.000000 Penalty: 3132.569580
	Iteration 45Q: 3 clusters Score -830971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -830971.187500 Penalty: 3132.569580
	Iteration 46Q: 3 clusters Score -830971.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -830977.187500 Penalty: 3132.569580
	Iteration 47Q: 3 clusters Score -830977.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -830980.125000 Penalty: 3132.569580
	Iteration 48Q: 3 clusters Score -830980.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -830981.500000 Penalty: 3132.569580
	Iteration 49Q: 3 clusters Score -830981.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -830984.375000 Penalty: 3132.569580
	Iteration 50Q: 3 clusters Score -830984.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -830984.875000 Penalty: 3132.569580
	Iteration 51Q: 3 clusters Score -830984.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -830984.875000 Penalty: 3132.569580
	Iteration 52F: 3 clusters Score -830984.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Entering Unmasked Estep 
Score: -465641.593750 Penalty: 1503.100464
	Iteration 0F: 2 clusters Score -465641.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -458286.812500 Penalty: 3006.200928
	Iteration 0F: 3 clusters Score -458286.8 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -460757.656250 Penalty: 3006.200928
	Iteration 1F: 3 clusters Score -460757.7 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -461072.968750 Penalty: 3006.200928
	Iteration 2F: 3 clusters Score -461073 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -461305.468750 Penalty: 3006.200928
	Iteration 3F: 3 clusters Score -461305.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -461498.937500 Penalty: 3006.200928
	Iteration 4Q: 3 clusters Score -461498.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -461699.218750 Penalty: 3006.200928
	Iteration 5Q: 3 clusters Score -461699.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -461958.593750 Penalty: 3006.200928
	Iteration 6Q: 3 clusters Score -461958.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -462372.875000 Penalty: 3006.200928
	Iteration 7Q: 3 clusters Score -462372.9 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -462953.281250 Penalty: 3006.200928
	Iteration 8F: 3 clusters Score -462953.3 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -463605.250000 Penalty: 3006.200928
	Iteration 9F: 3 clusters Score -463605.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -464146.218750 Penalty: 3006.200928
	Iteration 10F: 3 clusters Score -464146.2 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -464607.656250 Penalty: 3006.200928
	Iteration 11F: 3 clusters Score -464607.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -465014.781250 Penalty: 3006.200928
	Iteration 12Q: 3 clusters Score -465014.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -465404.031250 Penalty: 3006.200928
	Iteration 13Q: 3 clusters Score -465404 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -465724.156250 Penalty: 3006.200928
	Iteration 14Q: 3 clusters Score -465724.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -465957.906250 Penalty: 3006.200928
	Iteration 15Q: 3 clusters Score -465957.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -466096.125000 Penalty: 3006.200928
	Iteration 16Q: 3 clusters Score -466096.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -466202.093750 Penalty: 3006.200928
	Iteration 17Q: 3 clusters Score -466202.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -466270.218750 Penalty: 3006.200928
	Iteration 18Q: 3 clusters Score -466270.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -466324.437500 Penalty: 3006.200928
	Iteration 19Q: 3 clusters Score -466324.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -466355.062500 Penalty: 3006.200928
	Iteration 20F: 3 clusters Score -466355.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -466371.125000 Penalty: 3006.200928
	Iteration 21Q: 3 clusters Score -466371.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -466378.781250 Penalty: 3006.200928
	Iteration 22Q: 3 clusters Score -466378.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -466390.468750 Penalty: 3006.200928
	Iteration 23Q: 3 clusters Score -466390.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -466397.906250 Penalty: 3006.200928
	Iteration 24Q: 3 clusters Score -466397.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -466399.531250 Penalty: 3006.200928
	Iteration 25Q: 3 clusters Score -466399.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -466400.906250 Penalty: 3006.200928
	Iteration 26Q: 3 clusters Score -466400.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -466401.500000 Penalty: 3006.200928
	Iteration 27Q: 3 clusters Score -466401.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -466402.375000 Penalty: 3006.200928
	Iteration 28Q: 3 clusters Score -466402.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -466402.562500 Penalty: 3006.200928
	Iteration 29Q: 3 clusters Score -466402.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -466403.375000 Penalty: 3006.200928
	Iteration 30Q: 3 clusters Score -466403.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -466402.937500 Penalty: 3006.200928
	Iteration 31Q: 3 clusters Score -466402.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -466402.406250 Penalty: 3006.200928
	Iteration 32Q: 3 clusters Score -466402.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -466402.406250 Penalty: 3006.200928
	Iteration 33F: 3 clusters Score -466402.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 86846 members 
Mstep: Class 2 contains 7774 members 
Mstep: Class 3 contains 7564 members 
Mstep: Class 4 contains 5827 members 
Mstep: Class 5 contains 72473 members 
Mstep: Class 6 contains 29531 members 
Mstep: Class 7 contains 31473 members 
Mstep: Class 8 contains 5362 members 
Mstep: Class 9 contains 6512 members 
Mstep: Class 10 contains 15347 members 
Mstep: Class 11 contains 9515 members 
Mstep: Class 12 contains 10559 members 
Mstep: Class 13 contains 2914 members 
Mstep: Class 14 contains 7827 members 
Mstep: Class 15 contains 73883 members 
Mstep: Class 16 contains 8329 members 
Mstep: Class 17 contains 14443 members 
Mstep: Class 18 contains 888 members 
Mstep: Class 19 contains 313736 members 
Entering Unmasked Estep 
Score: -35896396.000000 Penalty: 41601.468750
Splitting cluster 11 changes total score from -35890660.000000 to -35896396.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 12 (10559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Entering Unmasked Estep 
Score: -438789.187500 Penalty: 1505.519287
	Iteration 0F: 2 clusters Score -438789.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -431481.468750 Penalty: 3011.038574
	Iteration 0F: 3 clusters Score -431481.5 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -436787.281250 Penalty: 3011.038574
	Iteration 1F: 3 clusters Score -436787.3 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -439842.468750 Penalty: 3011.038574
	Iteration 2F: 3 clusters Score -439842.5 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -441946.000000 Penalty: 3011.038574
	Iteration 3F: 3 clusters Score -441946 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -443125.125000 Penalty: 3011.038574
	Iteration 4F: 3 clusters Score -443125.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -443914.562500 Penalty: 3011.038574
	Iteration 5F: 3 clusters Score -443914.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -444438.000000 Penalty: 3011.038574
	Iteration 6Q: 3 clusters Score -444438 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -444877.031250 Penalty: 3011.038574
	Iteration 7Q: 3 clusters Score -444877 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -445203.031250 Penalty: 3011.038574
	Iteration 8Q: 3 clusters Score -445203 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -445383.781250 Penalty: 3011.038574
	Iteration 9Q: 3 clusters Score -445383.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -445465.593750 Penalty: 3011.038574
	Iteration 10Q: 3 clusters Score -445465.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -445509.562500 Penalty: 3011.038574
	Iteration 11Q: 3 clusters Score -445509.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -445543.437500 Penalty: 3011.038574
	Iteration 12Q: 3 clusters Score -445543.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -445568.312500 Penalty: 3011.038574
	Iteration 13Q: 3 clusters Score -445568.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -445600.750000 Penalty: 3011.038574
	Iteration 14Q: 3 clusters Score -445600.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -445634.000000 Penalty: 3011.038574
	Iteration 15Q: 3 clusters Score -445634 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -445653.718750 Penalty: 3011.038574
	Iteration 16Q: 3 clusters Score -445653.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -445674.218750 Penalty: 3011.038574
	Iteration 17Q: 3 clusters Score -445674.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -445690.218750 Penalty: 3011.038574
	Iteration 18Q: 3 clusters Score -445690.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -445697.843750 Penalty: 3011.038574
	Iteration 19Q: 3 clusters Score -445697.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -445702.312500 Penalty: 3011.038574
	Iteration 20F: 3 clusters Score -445702.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -445706.218750 Penalty: 3011.038574
	Iteration 21Q: 3 clusters Score -445706.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -445712.375000 Penalty: 3011.038574
	Iteration 22Q: 3 clusters Score -445712.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -445717.437500 Penalty: 3011.038574
	Iteration 23Q: 3 clusters Score -445717.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -445722.312500 Penalty: 3011.038574
	Iteration 24Q: 3 clusters Score -445722.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -445727.500000 Penalty: 3011.038574
	Iteration 25Q: 3 clusters Score -445727.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -445730.656250 Penalty: 3011.038574
	Iteration 26Q: 3 clusters Score -445730.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -445732.062500 Penalty: 3011.038574
	Iteration 27Q: 3 clusters Score -445732.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -445735.500000 Penalty: 3011.038574
	Iteration 28Q: 3 clusters Score -445735.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -445737.093750 Penalty: 3011.038574
	Iteration 29Q: 3 clusters Score -445737.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -445740.468750 Penalty: 3011.038574
	Iteration 30Q: 3 clusters Score -445740.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -445740.031250 Penalty: 3011.038574
	Iteration 31Q: 3 clusters Score -445740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -445741.156250 Penalty: 3011.038574
	Iteration 32Q: 3 clusters Score -445741.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -445740.656250 Penalty: 3011.038574
	Iteration 33Q: 3 clusters Score -445740.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -445740.656250 Penalty: 3011.038574
	Iteration 34F: 3 clusters Score -445740.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 86846 members 
Mstep: Class 2 contains 7774 members 
Mstep: Class 3 contains 7564 members 
Mstep: Class 4 contains 5827 members 
Mstep: Class 5 contains 72473 members 
Mstep: Class 6 contains 29531 members 
Mstep: Class 7 contains 31473 members 
Mstep: Class 8 contains 5362 members 
Mstep: Class 9 contains 6512 members 
Mstep: Class 10 contains 15347 members 
Mstep: Class 11 contains 9515 members 
Mstep: Class 12 contains 3903 members 
Mstep: Class 13 contains 2914 members 
Mstep: Class 14 contains 7827 members 
Mstep: Class 15 contains 73883 members 
Mstep: Class 16 contains 8329 members 
Mstep: Class 17 contains 14443 members 
Mstep: Class 18 contains 888 members 
Mstep: Class 19 contains 313736 members 
Mstep: Class 20 contains 6656 members 
Entering Unmasked Estep 
Score: -35902660.000000 Penalty: 43791.019531
Splitting cluster 12 changes total score from -35890660.000000 to -35902660.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 13 (2914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Entering Unmasked Estep 
Score: -151549.968750 Penalty: 1296.308350
	Iteration 0F: 2 clusters Score -151550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -148891.734375 Penalty: 2592.616699
	Iteration 0F: 3 clusters Score -148891.7 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -149540.062500 Penalty: 2592.616699
	Iteration 1F: 3 clusters Score -149540.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -149673.140625 Penalty: 2592.616699
	Iteration 2F: 3 clusters Score -149673.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -149745.578125 Penalty: 2592.616699
	Iteration 3Q: 3 clusters Score -149745.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -149805.843750 Penalty: 2592.616699
	Iteration 4Q: 3 clusters Score -149805.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -149861.578125 Penalty: 2592.616699
	Iteration 5Q: 3 clusters Score -149861.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -149929.890625 Penalty: 2592.616699
	Iteration 6Q: 3 clusters Score -149929.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -149986.875000 Penalty: 2592.616699
	Iteration 7Q: 3 clusters Score -149986.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -150047.171875 Penalty: 2592.616699
	Iteration 8Q: 3 clusters Score -150047.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -150103.000000 Penalty: 2592.616699
	Iteration 9Q: 3 clusters Score -150103 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -150146.109375 Penalty: 2592.616699
	Iteration 10Q: 3 clusters Score -150146.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -150179.515625 Penalty: 2592.616699
	Iteration 11Q: 3 clusters Score -150179.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -150206.093750 Penalty: 2592.616699
	Iteration 12Q: 3 clusters Score -150206.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -150221.562500 Penalty: 2592.616699
	Iteration 13Q: 3 clusters Score -150221.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -150235.265625 Penalty: 2592.616699
	Iteration 14Q: 3 clusters Score -150235.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -150248.109375 Penalty: 2592.616699
	Iteration 15Q: 3 clusters Score -150248.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -150260.531250 Penalty: 2592.616699
	Iteration 16Q: 3 clusters Score -150260.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -150271.296875 Penalty: 2592.616699
	Iteration 17Q: 3 clusters Score -150271.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -150279.640625 Penalty: 2592.616699
	Iteration 18Q: 3 clusters Score -150279.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -150292.859375 Penalty: 2592.616699
	Iteration 19Q: 3 clusters Score -150292.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -150313.125000 Penalty: 2592.616699
	Iteration 20F: 3 clusters Score -150313.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -150329.656250 Penalty: 2592.616699
	Iteration 21Q: 3 clusters Score -150329.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -150340.421875 Penalty: 2592.616699
	Iteration 22Q: 3 clusters Score -150340.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -150346.750000 Penalty: 2592.616699
	Iteration 23Q: 3 clusters Score -150346.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -150355.296875 Penalty: 2592.616699
	Iteration 24Q: 3 clusters Score -150355.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -150363.046875 Penalty: 2592.616699
	Iteration 25Q: 3 clusters Score -150363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -150367.562500 Penalty: 2592.616699
	Iteration 26Q: 3 clusters Score -150367.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -150368.812500 Penalty: 2592.616699
	Iteration 27Q: 3 clusters Score -150368.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -150369.890625 Penalty: 2592.616699
	Iteration 28Q: 3 clusters Score -150369.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -150372.156250 Penalty: 2592.616699
	Iteration 29Q: 3 clusters Score -150372.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -150375.000000 Penalty: 2592.616699
	Iteration 30Q: 3 clusters Score -150375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -150381.859375 Penalty: 2592.616699
	Iteration 31Q: 3 clusters Score -150381.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -150385.781250 Penalty: 2592.616699
	Iteration 32Q: 3 clusters Score -150385.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -150389.937500 Penalty: 2592.616699
	Iteration 33Q: 3 clusters Score -150389.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -150393.187500 Penalty: 2592.616699
	Iteration 34Q: 3 clusters Score -150393.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -150396.781250 Penalty: 2592.616699
	Iteration 35Q: 3 clusters Score -150396.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -150400.078125 Penalty: 2592.616699
	Iteration 36Q: 3 clusters Score -150400.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -150403.750000 Penalty: 2592.616699
	Iteration 37Q: 3 clusters Score -150403.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -150405.656250 Penalty: 2592.616699
	Iteration 38Q: 3 clusters Score -150405.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -150407.750000 Penalty: 2592.616699
	Iteration 39Q: 3 clusters Score -150407.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -150409.093750 Penalty: 2592.616699
	Iteration 40F: 3 clusters Score -150409.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -150411.484375 Penalty: 2592.616699
	Iteration 41Q: 3 clusters Score -150411.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -150415.968750 Penalty: 2592.616699
	Iteration 42Q: 3 clusters Score -150416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -150423.328125 Penalty: 2592.616699
	Iteration 43Q: 3 clusters Score -150423.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -150429.187500 Penalty: 2592.616699
	Iteration 44Q: 3 clusters Score -150429.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -150432.671875 Penalty: 2592.616699
	Iteration 45Q: 3 clusters Score -150432.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -150437.015625 Penalty: 2592.616699
	Iteration 46Q: 3 clusters Score -150437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -150442.281250 Penalty: 2592.616699
	Iteration 47Q: 3 clusters Score -150442.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -150445.718750 Penalty: 2592.616699
	Iteration 48Q: 3 clusters Score -150445.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -150449.687500 Penalty: 2592.616699
	Iteration 49Q: 3 clusters Score -150449.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -150451.343750 Penalty: 2592.616699
	Iteration 50Q: 3 clusters Score -150451.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -150452.078125 Penalty: 2592.616699
	Iteration 51Q: 3 clusters Score -150452.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -150452.015625 Penalty: 2592.616699
	Iteration 52Q: 3 clusters Score -150452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -150452.515625 Penalty: 2592.616699
	Iteration 53Q: 3 clusters Score -150452.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -150455.046875 Penalty: 2592.616699
	Iteration 54Q: 3 clusters Score -150455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -150457.046875 Penalty: 2592.616699
	Iteration 55Q: 3 clusters Score -150457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -150459.875000 Penalty: 2592.616699
	Iteration 56Q: 3 clusters Score -150459.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -150462.531250 Penalty: 2592.616699
	Iteration 57Q: 3 clusters Score -150462.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -150464.640625 Penalty: 2592.616699
	Iteration 58Q: 3 clusters Score -150464.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -150465.859375 Penalty: 2592.616699
	Iteration 59Q: 3 clusters Score -150465.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -150468.093750 Penalty: 2592.616699
	Iteration 60F: 3 clusters Score -150468.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -150468.453125 Penalty: 2592.616699
	Iteration 61Q: 3 clusters Score -150468.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -150469.296875 Penalty: 2592.616699
	Iteration 62Q: 3 clusters Score -150469.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -150469.296875 Penalty: 2592.616699
	Iteration 63F: 3 clusters Score -150469.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Entering Unmasked Estep 
Score: -345809.906250 Penalty: 1456.866943
	Iteration 0F: 2 clusters Score -345809.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -340052.281250 Penalty: 2913.733887
	Iteration 0F: 3 clusters Score -340052.3 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -341932.062500 Penalty: 2913.733887
	Iteration 1F: 3 clusters Score -341932.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -342199.000000 Penalty: 2913.733887
	Iteration 2F: 3 clusters Score -342199 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -342463.812500 Penalty: 2913.733887
	Iteration 3F: 3 clusters Score -342463.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -342737.312500 Penalty: 2913.733887
	Iteration 4F: 3 clusters Score -342737.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -343022.937500 Penalty: 2913.733887
	Iteration 5F: 3 clusters Score -343022.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -343320.500000 Penalty: 2913.733887
	Iteration 6F: 3 clusters Score -343320.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -343625.093750 Penalty: 2913.733887
	Iteration 7F: 3 clusters Score -343625.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -343881.937500 Penalty: 2913.733887
	Iteration 8Q: 3 clusters Score -343881.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -344089.156250 Penalty: 2913.733887
	Iteration 9Q: 3 clusters Score -344089.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -344241.062500 Penalty: 2913.733887
	Iteration 10Q: 3 clusters Score -344241.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -344351.343750 Penalty: 2913.733887
	Iteration 11Q: 3 clusters Score -344351.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -344442.250000 Penalty: 2913.733887
	Iteration 12Q: 3 clusters Score -344442.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -344532.656250 Penalty: 2913.733887
	Iteration 13Q: 3 clusters Score -344532.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -344617.062500 Penalty: 2913.733887
	Iteration 14Q: 3 clusters Score -344617.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -344691.937500 Penalty: 2913.733887
	Iteration 15Q: 3 clusters Score -344691.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -344756.718750 Penalty: 2913.733887
	Iteration 16Q: 3 clusters Score -344756.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -344813.375000 Penalty: 2913.733887
	Iteration 17Q: 3 clusters Score -344813.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -344887.750000 Penalty: 2913.733887
	Iteration 18Q: 3 clusters Score -344887.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -344969.656250 Penalty: 2913.733887
	Iteration 19Q: 3 clusters Score -344969.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -345037.406250 Penalty: 2913.733887
	Iteration 20F: 3 clusters Score -345037.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -345086.125000 Penalty: 2913.733887
	Iteration 21Q: 3 clusters Score -345086.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -345127.781250 Penalty: 2913.733887
	Iteration 22Q: 3 clusters Score -345127.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -345167.125000 Penalty: 2913.733887
	Iteration 23Q: 3 clusters Score -345167.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -345201.812500 Penalty: 2913.733887
	Iteration 24Q: 3 clusters Score -345201.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -345227.843750 Penalty: 2913.733887
	Iteration 25Q: 3 clusters Score -345227.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -345244.656250 Penalty: 2913.733887
	Iteration 26Q: 3 clusters Score -345244.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -345256.031250 Penalty: 2913.733887
	Iteration 27Q: 3 clusters Score -345256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -345261.718750 Penalty: 2913.733887
	Iteration 28Q: 3 clusters Score -345261.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -345262.750000 Penalty: 2913.733887
	Iteration 29Q: 3 clusters Score -345262.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -345265.625000 Penalty: 2913.733887
	Iteration 30Q: 3 clusters Score -345265.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -345266.218750 Penalty: 2913.733887
	Iteration 31Q: 3 clusters Score -345266.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -345267.875000 Penalty: 2913.733887
	Iteration 32Q: 3 clusters Score -345267.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -345269.031250 Penalty: 2913.733887
	Iteration 33Q: 3 clusters Score -345269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -345269.093750 Penalty: 2913.733887
	Iteration 34Q: 3 clusters Score -345269.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -345268.906250 Penalty: 2913.733887
	Iteration 35Q: 3 clusters Score -345268.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -345269.218750 Penalty: 2913.733887
	Iteration 36Q: 3 clusters Score -345269.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -345269.218750 Penalty: 2913.733887
	Iteration 37F: 3 clusters Score -345269.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (73883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73883 members 
Entering Unmasked Estep 
Score: -3950411.500000 Penalty: 1821.663696
	Iteration 0F: 2 clusters Score -3950412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -3900882.000000 Penalty: 3643.327393
	Iteration 0F: 3 clusters Score -3900882 nChanged 35240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -3921281.250000 Penalty: 3643.327393
	Iteration 1F: 3 clusters Score -3921281 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -3922089.500000 Penalty: 3643.327393
	Iteration 2Q: 3 clusters Score -3922090 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -3923133.000000 Penalty: 3643.327393
	Iteration 3Q: 3 clusters Score -3923133 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -3924828.000000 Penalty: 3643.327393
	Iteration 4Q: 3 clusters Score -3924828 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -3927430.750000 Penalty: 3643.327393
	Iteration 5F: 3 clusters Score -3927431 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
Score: -3931455.000000 Penalty: 3643.327393
	Iteration 6F: 3 clusters Score -3931455 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 53361 members 
Entering Unmasked Estep 
Score: -3936552.000000 Penalty: 3643.327393
	Iteration 7F: 3 clusters Score -3936552 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 57285 members 
Entering Unmasked Estep 
Score: -3941075.000000 Penalty: 3643.327393
	Iteration 8F: 3 clusters Score -3941075 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 60095 members 
Entering Unmasked Estep 
Score: -3944140.000000 Penalty: 3643.327393
	Iteration 9F: 3 clusters Score -3944140 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 61939 members 
Entering Unmasked Estep 
Score: -3945916.500000 Penalty: 3643.327393
	Iteration 10Q: 3 clusters Score -3945916 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 63342 members 
Entering Unmasked Estep 
Score: -3947025.000000 Penalty: 3643.327393
	Iteration 11Q: 3 clusters Score -3947025 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 64422 members 
Entering Unmasked Estep 
Score: -3947702.250000 Penalty: 3643.327393
	Iteration 12Q: 3 clusters Score -3947702 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 65344 members 
Entering Unmasked Estep 
Score: -3948207.000000 Penalty: 3643.327393
	Iteration 13Q: 3 clusters Score -3948207 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 66132 members 
Entering Unmasked Estep 
Score: -3948611.000000 Penalty: 3643.327393
	Iteration 14Q: 3 clusters Score -3948611 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 66775 members 
Entering Unmasked Estep 
Score: -3948891.250000 Penalty: 3643.327393
	Iteration 15Q: 3 clusters Score -3948891 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 67302 members 
Entering Unmasked Estep 
Score: -3949116.250000 Penalty: 3643.327393
	Iteration 16Q: 3 clusters Score -3949116 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 67751 members 
Entering Unmasked Estep 
Score: -3949278.750000 Penalty: 3643.327393
	Iteration 17Q: 3 clusters Score -3949279 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 68128 members 
Entering Unmasked Estep 
Score: -3949418.500000 Penalty: 3643.327393
	Iteration 18Q: 3 clusters Score -3949418 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 68433 members 
Entering Unmasked Estep 
Score: -3949516.750000 Penalty: 3643.327393
	Iteration 19Q: 3 clusters Score -3949517 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 68693 members 
Entering Unmasked Estep 
Score: -3949604.750000 Penalty: 3643.327393
	Iteration 20F: 3 clusters Score -3949605 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 68929 members 
Entering Unmasked Estep 
Score: -3949664.250000 Penalty: 3643.327393
	Iteration 21Q: 3 clusters Score -3949664 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 69105 members 
Entering Unmasked Estep 
Score: -3949702.000000 Penalty: 3643.327393
	Iteration 22Q: 3 clusters Score -3949702 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 69269 members 
Entering Unmasked Estep 
Score: -3949734.250000 Penalty: 3643.327393
	Iteration 23Q: 3 clusters Score -3949734 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 69399 members 
Entering Unmasked Estep 
Score: -3949754.000000 Penalty: 3643.327393
	Iteration 24Q: 3 clusters Score -3949754 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 69515 members 
Entering Unmasked Estep 
Score: -3949772.500000 Penalty: 3643.327393
	Iteration 25Q: 3 clusters Score -3949772 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 69618 members 
Entering Unmasked Estep 
Score: -3949796.500000 Penalty: 3643.327393
	Iteration 26Q: 3 clusters Score -3949796 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 69712 members 
Entering Unmasked Estep 
Score: -3949803.000000 Penalty: 3643.327393
	Iteration 27Q: 3 clusters Score -3949803 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 69801 members 
Entering Unmasked Estep 
Score: -3949823.750000 Penalty: 3643.327393
	Iteration 28Q: 3 clusters Score -3949824 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 69894 members 
Entering Unmasked Estep 
Score: -3949820.250000 Penalty: 3643.327393
	Iteration 29Q: 3 clusters Score -3949820 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 69968 members 
Entering Unmasked Estep 
Score: -3949839.250000 Penalty: 3643.327393
	Iteration 30Q: 3 clusters Score -3949839 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 70036 members 
Entering Unmasked Estep 
Score: -3949860.000000 Penalty: 3643.327393
	Iteration 31Q: 3 clusters Score -3949860 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 70101 members 
Entering Unmasked Estep 
Score: -3949871.000000 Penalty: 3643.327393
	Iteration 32Q: 3 clusters Score -3949871 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 70167 members 
Entering Unmasked Estep 
Score: -3949878.750000 Penalty: 3643.327393
	Iteration 33Q: 3 clusters Score -3949879 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 70223 members 
Entering Unmasked Estep 
Score: -3949884.750000 Penalty: 3643.327393
	Iteration 34Q: 3 clusters Score -3949885 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 70282 members 
Entering Unmasked Estep 
Score: -3949902.750000 Penalty: 3643.327393
	Iteration 35Q: 3 clusters Score -3949903 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 70336 members 
Entering Unmasked Estep 
Score: -3949910.750000 Penalty: 3643.327393
	Iteration 36Q: 3 clusters Score -3949911 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 70390 members 
Entering Unmasked Estep 
Score: -3949912.250000 Penalty: 3643.327393
	Iteration 37Q: 3 clusters Score -3949912 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 70456 members 
Entering Unmasked Estep 
Score: -3949922.500000 Penalty: 3643.327393
	Iteration 38Q: 3 clusters Score -3949922 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 70519 members 
Entering Unmasked Estep 
Score: -3949924.750000 Penalty: 3643.327393
	Iteration 39Q: 3 clusters Score -3949925 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 70575 members 
Entering Unmasked Estep 
Score: -3949940.500000 Penalty: 3643.327393
	Iteration 40F: 3 clusters Score -3949940 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 70638 members 
Entering Unmasked Estep 
Score: -3949952.500000 Penalty: 3643.327393
	Iteration 41Q: 3 clusters Score -3949952 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 70679 members 
Entering Unmasked Estep 
Score: -3949968.750000 Penalty: 3643.327393
	Iteration 42Q: 3 clusters Score -3949969 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 70727 members 
Entering Unmasked Estep 
Score: -3949986.000000 Penalty: 3643.327393
	Iteration 43Q: 3 clusters Score -3949986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 70765 members 
Entering Unmasked Estep 
Score: -3949984.500000 Penalty: 3643.327393
	Iteration 44Q: 3 clusters Score -3949984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 70796 members 
Entering Unmasked Estep 
Score: -3949995.750000 Penalty: 3643.327393
	Iteration 45Q: 3 clusters Score -3949996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 70832 members 
Entering Unmasked Estep 
Score: -3949999.500000 Penalty: 3643.327393
	Iteration 46Q: 3 clusters Score -3950000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 70867 members 
Entering Unmasked Estep 
Score: -3949996.500000 Penalty: 3643.327393
	Iteration 47Q: 3 clusters Score -3949996 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 70906 members 
Entering Unmasked Estep 
Score: -3950003.250000 Penalty: 3643.327393
	Iteration 48Q: 3 clusters Score -3950003 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 70934 members 
Entering Unmasked Estep 
Score: -3950008.500000 Penalty: 3643.327393
	Iteration 49Q: 3 clusters Score -3950008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 70962 members 
Entering Unmasked Estep 
Score: -3950008.750000 Penalty: 3643.327393
	Iteration 50Q: 3 clusters Score -3950009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 70984 members 
Entering Unmasked Estep 
Score: -3950026.250000 Penalty: 3643.327393
	Iteration 51Q: 3 clusters Score -3950026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 70998 members 
Entering Unmasked Estep 
Score: -3950028.750000 Penalty: 3643.327393
	Iteration 52Q: 3 clusters Score -3950029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 71015 members 
Entering Unmasked Estep 
Score: -3950038.750000 Penalty: 3643.327393
	Iteration 53Q: 3 clusters Score -3950039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 71028 members 
Entering Unmasked Estep 
Score: -3950038.500000 Penalty: 3643.327393
	Iteration 54Q: 3 clusters Score -3950038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 71036 members 
Entering Unmasked Estep 
Score: -3950033.250000 Penalty: 3643.327393
	Iteration 55Q: 3 clusters Score -3950033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 71043 members 
Entering Unmasked Estep 
Score: -3950035.500000 Penalty: 3643.327393
	Iteration 56Q: 3 clusters Score -3950036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 71047 members 
Entering Unmasked Estep 
Score: -3950036.750000 Penalty: 3643.327393
	Iteration 57Q: 3 clusters Score -3950037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 71052 members 
Entering Unmasked Estep 
Score: -3950042.250000 Penalty: 3643.327393
	Iteration 58Q: 3 clusters Score -3950042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 71054 members 
Entering Unmasked Estep 
Score: -3950046.250000 Penalty: 3643.327393
	Iteration 59Q: 3 clusters Score -3950046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 71055 members 
Entering Unmasked Estep 
Score: -3950048.000000 Penalty: 3643.327393
	Iteration 60F: 3 clusters Score -3950048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 71055 members 
Entering Unmasked Estep 
Score: -3950048.500000 Penalty: 3643.327393
	Iteration 61Q: 3 clusters Score -3950048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 71057 members 
Entering Unmasked Estep 
Score: -3950049.250000 Penalty: 3643.327393
	Iteration 62Q: 3 clusters Score -3950049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 71057 members 
Entering Unmasked Estep 
Score: -3950046.500000 Penalty: 3643.327393
	Iteration 63Q: 3 clusters Score -3950046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 71057 members 
Entering Unmasked Estep 
Score: -3950046.000000 Penalty: 3643.327393
	Iteration 64Q: 3 clusters Score -3950046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 71058 members 
Entering Unmasked Estep 
Score: -3950050.500000 Penalty: 3643.327393
	Iteration 65Q: 3 clusters Score -3950050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 71059 members 
Entering Unmasked Estep 
Score: -3950051.750000 Penalty: 3643.327393
	Iteration 66Q: 3 clusters Score -3950052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 71060 members 
Entering Unmasked Estep 
Score: -3950055.750000 Penalty: 3643.327393
	Iteration 67Q: 3 clusters Score -3950056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 71062 members 
Entering Unmasked Estep 
Score: -3950053.250000 Penalty: 3643.327393
	Iteration 68Q: 3 clusters Score -3950053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 71061 members 
Entering Unmasked Estep 
Score: -3950049.250000 Penalty: 3643.327393
	Iteration 69Q: 3 clusters Score -3950049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 71061 members 
Entering Unmasked Estep 
Score: -3950049.250000 Penalty: 3643.327393
	Iteration 70F: 3 clusters Score -3950049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Entering Unmasked Estep 
Score: -422752.875000 Penalty: 1466.968506
	Iteration 0F: 2 clusters Score -422752.9 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 4168 members 
Entering Unmasked Estep 
Score: -416600.875000 Penalty: 2933.937012
	Iteration 0F: 3 clusters Score -416600.9 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -418614.406250 Penalty: 2933.937012
	Iteration 1F: 3 clusters Score -418614.4 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -418937.937500 Penalty: 2933.937012
	Iteration 2F: 3 clusters Score -418937.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -419293.375000 Penalty: 2933.937012
	Iteration 3F: 3 clusters Score -419293.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -419850.281250 Penalty: 2933.937012
	Iteration 4F: 3 clusters Score -419850.3 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -420718.218750 Penalty: 2933.937012
	Iteration 5F: 3 clusters Score -420718.2 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -421761.343750 Penalty: 2933.937012
	Iteration 6F: 3 clusters Score -421761.3 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -422694.656250 Penalty: 2933.937012
	Iteration 7F: 3 clusters Score -422694.7 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -423386.406250 Penalty: 2933.937012
	Iteration 8F: 3 clusters Score -423386.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -423984.250000 Penalty: 2933.937012
	Iteration 9F: 3 clusters Score -423984.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -424560.750000 Penalty: 2933.937012
	Iteration 10Q: 3 clusters Score -424560.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -425271.531250 Penalty: 2933.937012
	Iteration 11Q: 3 clusters Score -425271.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -426029.125000 Penalty: 2933.937012
	Iteration 12Q: 3 clusters Score -426029.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -426551.906250 Penalty: 2933.937012
	Iteration 13Q: 3 clusters Score -426551.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -426711.468750 Penalty: 2933.937012
	Iteration 14Q: 3 clusters Score -426711.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -426729.343750 Penalty: 2933.937012
	Iteration 15Q: 3 clusters Score -426729.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -426732.531250 Penalty: 2933.937012
	Iteration 16Q: 3 clusters Score -426732.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -426732.875000 Penalty: 2933.937012
	Iteration 17Q: 3 clusters Score -426732.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -426733.093750 Penalty: 2933.937012
	Iteration 18Q: 3 clusters Score -426733.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -426733.093750 Penalty: 2933.937012
	Iteration 19F: 3 clusters Score -426733.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 86846 members 
Mstep: Class 2 contains 7774 members 
Mstep: Class 3 contains 7564 members 
Mstep: Class 4 contains 5827 members 
Mstep: Class 5 contains 72473 members 
Mstep: Class 6 contains 29531 members 
Mstep: Class 7 contains 31473 members 
Mstep: Class 8 contains 5362 members 
Mstep: Class 9 contains 6512 members 
Mstep: Class 10 contains 15347 members 
Mstep: Class 11 contains 9515 members 
Mstep: Class 12 contains 3903 members 
Mstep: Class 13 contains 2914 members 
Mstep: Class 14 contains 7827 members 
Mstep: Class 15 contains 73883 members 
Mstep: Class 16 contains 3186 members 
Mstep: Class 17 contains 14443 members 
Mstep: Class 18 contains 888 members 
Mstep: Class 19 contains 313736 members 
Mstep: Class 20 contains 6656 members 
Mstep: Class 21 contains 5143 members 
Entering Unmasked Estep 
Score: -35905756.000000 Penalty: 45980.570312
Splitting cluster 16 changes total score from -35890660.000000 to -35905756.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 17 (14443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Entering Unmasked Estep 
Score: -735795.062500 Penalty: 1556.419312
	Iteration 0F: 2 clusters Score -735795.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -725783.562500 Penalty: 3112.838623
	Iteration 0F: 3 clusters Score -725783.6 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -729258.500000 Penalty: 3112.838623
	Iteration 1F: 3 clusters Score -729258.5 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -729616.937500 Penalty: 3112.838623
	Iteration 2F: 3 clusters Score -729616.9 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -730060.750000 Penalty: 3112.838623
	Iteration 3F: 3 clusters Score -730060.8 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -730665.500000 Penalty: 3112.838623
	Iteration 4F: 3 clusters Score -730665.5 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -731598.250000 Penalty: 3112.838623
	Iteration 5F: 3 clusters Score -731598.2 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -732660.875000 Penalty: 3112.838623
	Iteration 6F: 3 clusters Score -732660.9 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -733695.437500 Penalty: 3112.838623
	Iteration 7F: 3 clusters Score -733695.4 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -734410.937500 Penalty: 3112.838623
	Iteration 8F: 3 clusters Score -734410.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -734799.562500 Penalty: 3112.838623
	Iteration 9Q: 3 clusters Score -734799.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -734975.375000 Penalty: 3112.838623
	Iteration 10Q: 3 clusters Score -734975.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -735073.062500 Penalty: 3112.838623
	Iteration 11Q: 3 clusters Score -735073.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -735136.000000 Penalty: 3112.838623
	Iteration 12Q: 3 clusters Score -735136 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -735170.250000 Penalty: 3112.838623
	Iteration 13Q: 3 clusters Score -735170.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -735192.687500 Penalty: 3112.838623
	Iteration 14Q: 3 clusters Score -735192.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -735207.750000 Penalty: 3112.838623
	Iteration 15Q: 3 clusters Score -735207.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -735219.812500 Penalty: 3112.838623
	Iteration 16Q: 3 clusters Score -735219.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -735233.125000 Penalty: 3112.838623
	Iteration 17Q: 3 clusters Score -735233.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -735236.312500 Penalty: 3112.838623
	Iteration 18Q: 3 clusters Score -735236.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -735240.937500 Penalty: 3112.838623
	Iteration 19Q: 3 clusters Score -735240.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -735246.375000 Penalty: 3112.838623
	Iteration 20F: 3 clusters Score -735246.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -735250.437500 Penalty: 3112.838623
	Iteration 21Q: 3 clusters Score -735250.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -735256.250000 Penalty: 3112.838623
	Iteration 22Q: 3 clusters Score -735256.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -735259.500000 Penalty: 3112.838623
	Iteration 23Q: 3 clusters Score -735259.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -735261.187500 Penalty: 3112.838623
	Iteration 24Q: 3 clusters Score -735261.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -735261.812500 Penalty: 3112.838623
	Iteration 25Q: 3 clusters Score -735261.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -735262.437500 Penalty: 3112.838623
	Iteration 26Q: 3 clusters Score -735262.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -735262.625000 Penalty: 3112.838623
	Iteration 27Q: 3 clusters Score -735262.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -735262.437500 Penalty: 3112.838623
	Iteration 28Q: 3 clusters Score -735262.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -735266.562500 Penalty: 3112.838623
	Iteration 29Q: 3 clusters Score -735266.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -735266.812500 Penalty: 3112.838623
	Iteration 30Q: 3 clusters Score -735266.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -735266.562500 Penalty: 3112.838623
	Iteration 31Q: 3 clusters Score -735266.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -735266.562500 Penalty: 3112.838623
	Iteration 32F: 3 clusters Score -735266.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (313736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313736 members 
Entering Unmasked Estep 
Score: -16676964.000000 Penalty: 2056.649902
	Iteration 0F: 2 clusters Score -1.667696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156917 members 
Mstep: Class 2 contains 156819 members 
Entering Unmasked Estep 
Score: -16465098.000000 Penalty: 4113.299805
	Iteration 0F: 3 clusters Score -1.64651e+07 nChanged 153267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157012 members 
Mstep: Class 2 contains 156724 members 
Entering Unmasked Estep 
Score: -16558593.000000 Penalty: 4113.299805
	Iteration 1F: 3 clusters Score -1.655859e+07 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157238 members 
Mstep: Class 2 contains 156498 members 
Entering Unmasked Estep 
Score: -16561328.000000 Penalty: 4113.299805
	Iteration 2Q: 3 clusters Score -1.656133e+07 nChanged 11265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157831 members 
Mstep: Class 2 contains 155905 members 
Entering Unmasked Estep 
Score: -16565392.000000 Penalty: 4113.299805
	Iteration 3Q: 3 clusters Score -1.656539e+07 nChanged 13686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159093 members 
Mstep: Class 2 contains 154643 members 
Entering Unmasked Estep 
Score: -16571445.000000 Penalty: 4113.299805
	Iteration 4Q: 3 clusters Score -1.657144e+07 nChanged 16495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161270 members 
Mstep: Class 2 contains 152466 members 
Entering Unmasked Estep 
Score: -16580660.000000 Penalty: 4113.299805
	Iteration 5F: 3 clusters Score -1.658066e+07 nChanged 19976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164250 members 
Mstep: Class 2 contains 149486 members 
Entering Unmasked Estep 
Score: -16595151.000000 Penalty: 4113.299805
	Iteration 6F: 3 clusters Score -1.659515e+07 nChanged 22173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167853 members 
Mstep: Class 2 contains 145883 members 
Entering Unmasked Estep 
Score: -16613457.000000 Penalty: 4113.299805
	Iteration 7F: 3 clusters Score -1.661346e+07 nChanged 21175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171148 members 
Mstep: Class 2 contains 142588 members 
Entering Unmasked Estep 
Score: -16628684.000000 Penalty: 4113.299805
	Iteration 8F: 3 clusters Score -1.662868e+07 nChanged 16160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174062 members 
Mstep: Class 2 contains 139674 members 
Entering Unmasked Estep 
Score: -16636802.000000 Penalty: 4113.299805
	Iteration 9F: 3 clusters Score -1.66368e+07 nChanged 10339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176619 members 
Mstep: Class 2 contains 137117 members 
Entering Unmasked Estep 
Score: -16640471.000000 Penalty: 4113.299805
	Iteration 10Q: 3 clusters Score -1.664047e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179072 members 
Mstep: Class 2 contains 134664 members 
Entering Unmasked Estep 
Score: -16642570.000000 Penalty: 4113.299805
	Iteration 11Q: 3 clusters Score -1.664257e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181352 members 
Mstep: Class 2 contains 132384 members 
Entering Unmasked Estep 
Score: -16644259.000000 Penalty: 4113.299805
	Iteration 12Q: 3 clusters Score -1.664426e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183570 members 
Mstep: Class 2 contains 130166 members 
Entering Unmasked Estep 
Score: -16645841.000000 Penalty: 4113.299805
	Iteration 13Q: 3 clusters Score -1.664584e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185650 members 
Mstep: Class 2 contains 128086 members 
Entering Unmasked Estep 
Score: -16647324.000000 Penalty: 4113.299805
	Iteration 14Q: 3 clusters Score -1.664732e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187658 members 
Mstep: Class 2 contains 126078 members 
Entering Unmasked Estep 
Score: -16648551.000000 Penalty: 4113.299805
	Iteration 15Q: 3 clusters Score -1.664855e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189716 members 
Mstep: Class 2 contains 124020 members 
Entering Unmasked Estep 
Score: -16650120.000000 Penalty: 4113.299805
	Iteration 16Q: 3 clusters Score -1.665012e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191825 members 
Mstep: Class 2 contains 121911 members 
Entering Unmasked Estep 
Score: -16651918.000000 Penalty: 4113.299805
	Iteration 17Q: 3 clusters Score -1.665192e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194032 members 
Mstep: Class 2 contains 119704 members 
Entering Unmasked Estep 
Score: -16654236.000000 Penalty: 4113.299805
	Iteration 18Q: 3 clusters Score -1.665424e+07 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196462 members 
Mstep: Class 2 contains 117274 members 
Entering Unmasked Estep 
Score: -16657514.000000 Penalty: 4113.299805
	Iteration 19Q: 3 clusters Score -1.665751e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198981 members 
Mstep: Class 2 contains 114755 members 
Entering Unmasked Estep 
Score: -16661818.000000 Penalty: 4113.299805
	Iteration 20F: 3 clusters Score -1.666182e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200954 members 
Mstep: Class 2 contains 112782 members 
Entering Unmasked Estep 
Score: -16665339.000000 Penalty: 4113.299805
	Iteration 21Q: 3 clusters Score -1.666534e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202132 members 
Mstep: Class 2 contains 111604 members 
Entering Unmasked Estep 
Score: -16667394.000000 Penalty: 4113.299805
	Iteration 22Q: 3 clusters Score -1.666739e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202770 members 
Mstep: Class 2 contains 110966 members 
Entering Unmasked Estep 
Score: -16668350.000000 Penalty: 4113.299805
	Iteration 23Q: 3 clusters Score -1.666835e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203192 members 
Mstep: Class 2 contains 110544 members 
Entering Unmasked Estep 
Score: -16668915.000000 Penalty: 4113.299805
	Iteration 24Q: 3 clusters Score -1.666892e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203365 members 
Mstep: Class 2 contains 110371 members 
Entering Unmasked Estep 
Score: -16669234.000000 Penalty: 4113.299805
	Iteration 25Q: 3 clusters Score -1.666923e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203379 members 
Mstep: Class 2 contains 110357 members 
Entering Unmasked Estep 
Score: -16669455.000000 Penalty: 4113.299805
	Iteration 26Q: 3 clusters Score -1.666946e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203292 members 
Mstep: Class 2 contains 110444 members 
Entering Unmasked Estep 
Score: -16669601.000000 Penalty: 4113.299805
	Iteration 27Q: 3 clusters Score -1.66696e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203212 members 
Mstep: Class 2 contains 110524 members 
Entering Unmasked Estep 
Score: -16669670.000000 Penalty: 4113.299805
	Iteration 28Q: 3 clusters Score -1.666967e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203109 members 
Mstep: Class 2 contains 110627 members 
Entering Unmasked Estep 
Score: -16669697.000000 Penalty: 4113.299805
	Iteration 29Q: 3 clusters Score -1.66697e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203003 members 
Mstep: Class 2 contains 110733 members 
Entering Unmasked Estep 
Score: -16669791.000000 Penalty: 4113.299805
	Iteration 30Q: 3 clusters Score -1.666979e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202942 members 
Mstep: Class 2 contains 110794 members 
Entering Unmasked Estep 
Score: -16669837.000000 Penalty: 4113.299805
	Iteration 31Q: 3 clusters Score -1.666984e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202907 members 
Mstep: Class 2 contains 110829 members 
Entering Unmasked Estep 
Score: -16669843.000000 Penalty: 4113.299805
	Iteration 32Q: 3 clusters Score -1.666984e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202840 members 
Mstep: Class 2 contains 110896 members 
Entering Unmasked Estep 
Score: -16669850.000000 Penalty: 4113.299805
	Iteration 33Q: 3 clusters Score -1.666985e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202779 members 
Mstep: Class 2 contains 110957 members 
Entering Unmasked Estep 
Score: -16669812.000000 Penalty: 4113.299805
	Iteration 34Q: 3 clusters Score -1.666981e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202706 members 
Mstep: Class 2 contains 111030 members 
Entering Unmasked Estep 
Score: -16669818.000000 Penalty: 4113.299805
	Iteration 35Q: 3 clusters Score -1.666982e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202644 members 
Mstep: Class 2 contains 111092 members 
Entering Unmasked Estep 
Score: -16669781.000000 Penalty: 4113.299805
	Iteration 36Q: 3 clusters Score -1.666978e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202601 members 
Mstep: Class 2 contains 111135 members 
Entering Unmasked Estep 
Score: -16669792.000000 Penalty: 4113.299805
	Iteration 37Q: 3 clusters Score -1.666979e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202559 members 
Mstep: Class 2 contains 111177 members 
Entering Unmasked Estep 
Score: -16669780.000000 Penalty: 4113.299805
	Iteration 38Q: 3 clusters Score -1.666978e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202537 members 
Mstep: Class 2 contains 111199 members 
Entering Unmasked Estep 
Score: -16669765.000000 Penalty: 4113.299805
	Iteration 39Q: 3 clusters Score -1.666976e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202509 members 
Mstep: Class 2 contains 111227 members 
Entering Unmasked Estep 
Score: -16669773.000000 Penalty: 4113.299805
	Iteration 40F: 3 clusters Score -1.666977e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202478 members 
Mstep: Class 2 contains 111258 members 
Entering Unmasked Estep 
Score: -16669767.000000 Penalty: 4113.299805
	Iteration 41Q: 3 clusters Score -1.666977e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202446 members 
Mstep: Class 2 contains 111290 members 
Entering Unmasked Estep 
Score: -16669764.000000 Penalty: 4113.299805
	Iteration 42Q: 3 clusters Score -1.666976e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202412 members 
Mstep: Class 2 contains 111324 members 
Entering Unmasked Estep 
Score: -16669768.000000 Penalty: 4113.299805
	Iteration 43Q: 3 clusters Score -1.666977e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202383 members 
Mstep: Class 2 contains 111353 members 
Entering Unmasked Estep 
Score: -16669765.000000 Penalty: 4113.299805
	Iteration 44Q: 3 clusters Score -1.666976e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202360 members 
Mstep: Class 2 contains 111376 members 
Entering Unmasked Estep 
Score: -16669784.000000 Penalty: 4113.299805
	Iteration 45Q: 3 clusters Score -1.666978e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202337 members 
Mstep: Class 2 contains 111399 members 
Entering Unmasked Estep 
Score: -16669776.000000 Penalty: 4113.299805
	Iteration 46Q: 3 clusters Score -1.666978e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202315 members 
Mstep: Class 2 contains 111421 members 
Entering Unmasked Estep 
Score: -16669766.000000 Penalty: 4113.299805
	Iteration 47Q: 3 clusters Score -1.666977e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202289 members 
Mstep: Class 2 contains 111447 members 
Entering Unmasked Estep 
Score: -16669797.000000 Penalty: 4113.299805
	Iteration 48Q: 3 clusters Score -1.66698e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202261 members 
Mstep: Class 2 contains 111475 members 
Entering Unmasked Estep 
Score: -16669790.000000 Penalty: 4113.299805
	Iteration 49Q: 3 clusters Score -1.666979e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202226 members 
Mstep: Class 2 contains 111510 members 
Entering Unmasked Estep 
Score: -16669792.000000 Penalty: 4113.299805
	Iteration 50Q: 3 clusters Score -1.666979e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202194 members 
Mstep: Class 2 contains 111542 members 
Entering Unmasked Estep 
Score: -16669807.000000 Penalty: 4113.299805
	Iteration 51Q: 3 clusters Score -1.666981e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202165 members 
Mstep: Class 2 contains 111571 members 
Entering Unmasked Estep 
Score: -16669811.000000 Penalty: 4113.299805
	Iteration 52Q: 3 clusters Score -1.666981e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202132 members 
Mstep: Class 2 contains 111604 members 
Entering Unmasked Estep 
Score: -16669817.000000 Penalty: 4113.299805
	Iteration 53Q: 3 clusters Score -1.666982e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202090 members 
Mstep: Class 2 contains 111646 members 
Entering Unmasked Estep 
Score: -16669806.000000 Penalty: 4113.299805
	Iteration 54Q: 3 clusters Score -1.666981e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202060 members 
Mstep: Class 2 contains 111676 members 
Entering Unmasked Estep 
Score: -16669809.000000 Penalty: 4113.299805
	Iteration 55Q: 3 clusters Score -1.666981e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202025 members 
Mstep: Class 2 contains 111711 members 
Entering Unmasked Estep 
Score: -16669837.000000 Penalty: 4113.299805
	Iteration 56Q: 3 clusters Score -1.666984e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201993 members 
Mstep: Class 2 contains 111743 members 
Entering Unmasked Estep 
Score: -16669817.000000 Penalty: 4113.299805
	Iteration 57Q: 3 clusters Score -1.666982e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201959 members 
Mstep: Class 2 contains 111777 members 
Entering Unmasked Estep 
Score: -16669842.000000 Penalty: 4113.299805
	Iteration 58Q: 3 clusters Score -1.666984e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201922 members 
Mstep: Class 2 contains 111814 members 
Entering Unmasked Estep 
Score: -16669827.000000 Penalty: 4113.299805
	Iteration 59Q: 3 clusters Score -1.666983e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201876 members 
Mstep: Class 2 contains 111860 members 
Entering Unmasked Estep 
Score: -16669824.000000 Penalty: 4113.299805
	Iteration 60F: 3 clusters Score -1.666982e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201832 members 
Mstep: Class 2 contains 111904 members 
Entering Unmasked Estep 
Score: -16669830.000000 Penalty: 4113.299805
	Iteration 61Q: 3 clusters Score -1.666983e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201779 members 
Mstep: Class 2 contains 111957 members 
Entering Unmasked Estep 
Score: -16669825.000000 Penalty: 4113.299805
	Iteration 62Q: 3 clusters Score -1.666982e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201713 members 
Mstep: Class 2 contains 112023 members 
Entering Unmasked Estep 
Score: -16669814.000000 Penalty: 4113.299805
	Iteration 63Q: 3 clusters Score -1.666981e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201645 members 
Mstep: Class 2 contains 112091 members 
Entering Unmasked Estep 
Score: -16669806.000000 Penalty: 4113.299805
	Iteration 64Q: 3 clusters Score -1.666981e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201567 members 
Mstep: Class 2 contains 112169 members 
Entering Unmasked Estep 
Score: -16669807.000000 Penalty: 4113.299805
	Iteration 65Q: 3 clusters Score -1.666981e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201480 members 
Mstep: Class 2 contains 112256 members 
Entering Unmasked Estep 
Score: -16669817.000000 Penalty: 4113.299805
	Iteration 66Q: 3 clusters Score -1.666982e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201410 members 
Mstep: Class 2 contains 112326 members 
Entering Unmasked Estep 
Score: -16669843.000000 Penalty: 4113.299805
	Iteration 67Q: 3 clusters Score -1.666984e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201345 members 
Mstep: Class 2 contains 112391 members 
Entering Unmasked Estep 
Score: -16669843.000000 Penalty: 4113.299805
	Iteration 68Q: 3 clusters Score -1.666984e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201283 members 
Mstep: Class 2 contains 112453 members 
Entering Unmasked Estep 
Score: -16669838.000000 Penalty: 4113.299805
	Iteration 69Q: 3 clusters Score -1.666984e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201217 members 
Mstep: Class 2 contains 112519 members 
Entering Unmasked Estep 
Score: -16669838.000000 Penalty: 4113.299805
	Iteration 70Q: 3 clusters Score -1.666984e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201146 members 
Mstep: Class 2 contains 112590 members 
Entering Unmasked Estep 
Score: -16669844.000000 Penalty: 4113.299805
	Iteration 71Q: 3 clusters Score -1.666984e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201071 members 
Mstep: Class 2 contains 112665 members 
Entering Unmasked Estep 
Score: -16669850.000000 Penalty: 4113.299805
	Iteration 72Q: 3 clusters Score -1.666985e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201008 members 
Mstep: Class 2 contains 112728 members 
Entering Unmasked Estep 
Score: -16669842.000000 Penalty: 4113.299805
	Iteration 73Q: 3 clusters Score -1.666984e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200940 members 
Mstep: Class 2 contains 112796 members 
Entering Unmasked Estep 
Score: -16669845.000000 Penalty: 4113.299805
	Iteration 74Q: 3 clusters Score -1.666984e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200865 members 
Mstep: Class 2 contains 112871 members 
Entering Unmasked Estep 
Score: -16669818.000000 Penalty: 4113.299805
	Iteration 75Q: 3 clusters Score -1.666982e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200790 members 
Mstep: Class 2 contains 112946 members 
Entering Unmasked Estep 
Score: -16669819.000000 Penalty: 4113.299805
	Iteration 76Q: 3 clusters Score -1.666982e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200715 members 
Mstep: Class 2 contains 113021 members 
Entering Unmasked Estep 
Score: -16669828.000000 Penalty: 4113.299805
	Iteration 77Q: 3 clusters Score -1.666983e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200636 members 
Mstep: Class 2 contains 113100 members 
Entering Unmasked Estep 
Score: -16669848.000000 Penalty: 4113.299805
	Iteration 78Q: 3 clusters Score -1.666985e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200582 members 
Mstep: Class 2 contains 113154 members 
Entering Unmasked Estep 
Score: -16669849.000000 Penalty: 4113.299805
	Iteration 79Q: 3 clusters Score -1.666985e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200510 members 
Mstep: Class 2 contains 113226 members 
Entering Unmasked Estep 
Score: -16669843.000000 Penalty: 4113.299805
	Iteration 80F: 3 clusters Score -1.666984e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200439 members 
Mstep: Class 2 contains 113297 members 
Entering Unmasked Estep 
Score: -16669843.000000 Penalty: 4113.299805
	Iteration 81Q: 3 clusters Score -1.666984e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200362 members 
Mstep: Class 2 contains 113374 members 
Entering Unmasked Estep 
Score: -16669831.000000 Penalty: 4113.299805
	Iteration 82Q: 3 clusters Score -1.666983e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200277 members 
Mstep: Class 2 contains 113459 members 
Entering Unmasked Estep 
Score: -16669831.000000 Penalty: 4113.299805
	Iteration 83Q: 3 clusters Score -1.666983e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200196 members 
Mstep: Class 2 contains 113540 members 
Entering Unmasked Estep 
Score: -16669847.000000 Penalty: 4113.299805
	Iteration 84Q: 3 clusters Score -1.666985e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200132 members 
Mstep: Class 2 contains 113604 members 
Entering Unmasked Estep 
Score: -16669824.000000 Penalty: 4113.299805
	Iteration 85Q: 3 clusters Score -1.666982e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200079 members 
Mstep: Class 2 contains 113657 members 
Entering Unmasked Estep 
Score: -16669831.000000 Penalty: 4113.299805
	Iteration 86Q: 3 clusters Score -1.666983e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200021 members 
Mstep: Class 2 contains 113715 members 
Entering Unmasked Estep 
Score: -16669833.000000 Penalty: 4113.299805
	Iteration 87Q: 3 clusters Score -1.666983e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199953 members 
Mstep: Class 2 contains 113783 members 
Entering Unmasked Estep 
Score: -16669827.000000 Penalty: 4113.299805
	Iteration 88Q: 3 clusters Score -1.666983e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199881 members 
Mstep: Class 2 contains 113855 members 
Entering Unmasked Estep 
Score: -16669830.000000 Penalty: 4113.299805
	Iteration 89Q: 3 clusters Score -1.666983e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199783 members 
Mstep: Class 2 contains 113953 members 
Entering Unmasked Estep 
Score: -16669834.000000 Penalty: 4113.299805
	Iteration 90Q: 3 clusters Score -1.666983e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199685 members 
Mstep: Class 2 contains 114051 members 
Entering Unmasked Estep 
Score: -16669793.000000 Penalty: 4113.299805
	Iteration 91Q: 3 clusters Score -1.666979e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199601 members 
Mstep: Class 2 contains 114135 members 
Entering Unmasked Estep 
Score: -16669769.000000 Penalty: 4113.299805
	Iteration 92Q: 3 clusters Score -1.666977e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199511 members 
Mstep: Class 2 contains 114225 members 
Entering Unmasked Estep 
Score: -16669749.000000 Penalty: 4113.299805
	Iteration 93Q: 3 clusters Score -1.666975e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199435 members 
Mstep: Class 2 contains 114301 members 
Entering Unmasked Estep 
Score: -16669771.000000 Penalty: 4113.299805
	Iteration 94Q: 3 clusters Score -1.666977e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199352 members 
Mstep: Class 2 contains 114384 members 
Entering Unmasked Estep 
Score: -16669805.000000 Penalty: 4113.299805
	Iteration 95Q: 3 clusters Score -1.66698e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199273 members 
Mstep: Class 2 contains 114463 members 
Entering Unmasked Estep 
Score: -16669799.000000 Penalty: 4113.299805
	Iteration 96Q: 3 clusters Score -1.66698e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199205 members 
Mstep: Class 2 contains 114531 members 
Entering Unmasked Estep 
Score: -16669793.000000 Penalty: 4113.299805
	Iteration 97Q: 3 clusters Score -1.666979e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199140 members 
Mstep: Class 2 contains 114596 members 
Entering Unmasked Estep 
Score: -16669801.000000 Penalty: 4113.299805
	Iteration 98Q: 3 clusters Score -1.66698e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199076 members 
Mstep: Class 2 contains 114660 members 
Entering Unmasked Estep 
Score: -16669807.000000 Penalty: 4113.299805
	Iteration 99Q: 3 clusters Score -1.666981e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199004 members 
Mstep: Class 2 contains 114732 members 
Entering Unmasked Estep 
Score: -16669805.000000 Penalty: 4113.299805
	Iteration 100F: 3 clusters Score -1.66698e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198917 members 
Mstep: Class 2 contains 114819 members 
Entering Unmasked Estep 
Score: -16669762.000000 Penalty: 4113.299805
	Iteration 101Q: 3 clusters Score -1.666976e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198810 members 
Mstep: Class 2 contains 114926 members 
Entering Unmasked Estep 
Score: -16669761.000000 Penalty: 4113.299805
	Iteration 102Q: 3 clusters Score -1.666976e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198698 members 
Mstep: Class 2 contains 115038 members 
Entering Unmasked Estep 
Score: -16669764.000000 Penalty: 4113.299805
	Iteration 103Q: 3 clusters Score -1.666976e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198567 members 
Mstep: Class 2 contains 115169 members 
Entering Unmasked Estep 
Score: -16669758.000000 Penalty: 4113.299805
	Iteration 104Q: 3 clusters Score -1.666976e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198454 members 
Mstep: Class 2 contains 115282 members 
Entering Unmasked Estep 
Score: -16669733.000000 Penalty: 4113.299805
	Iteration 105Q: 3 clusters Score -1.666973e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198347 members 
Mstep: Class 2 contains 115389 members 
Entering Unmasked Estep 
Score: -16669760.000000 Penalty: 4113.299805
	Iteration 106Q: 3 clusters Score -1.666976e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198230 members 
Mstep: Class 2 contains 115506 members 
Entering Unmasked Estep 
Score: -16669738.000000 Penalty: 4113.299805
	Iteration 107Q: 3 clusters Score -1.666974e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198126 members 
Mstep: Class 2 contains 115610 members 
Entering Unmasked Estep 
Score: -16669748.000000 Penalty: 4113.299805
	Iteration 108Q: 3 clusters Score -1.666975e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198013 members 
Mstep: Class 2 contains 115723 members 
Entering Unmasked Estep 
Score: -16669745.000000 Penalty: 4113.299805
	Iteration 109Q: 3 clusters Score -1.666974e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197893 members 
Mstep: Class 2 contains 115843 members 
Entering Unmasked Estep 
Score: -16669764.000000 Penalty: 4113.299805
	Iteration 110Q: 3 clusters Score -1.666976e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197779 members 
Mstep: Class 2 contains 115957 members 
Entering Unmasked Estep 
Score: -16669722.000000 Penalty: 4113.299805
	Iteration 111Q: 3 clusters Score -1.666972e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197657 members 
Mstep: Class 2 contains 116079 members 
Entering Unmasked Estep 
Score: -16669741.000000 Penalty: 4113.299805
	Iteration 112Q: 3 clusters Score -1.666974e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197529 members 
Mstep: Class 2 contains 116207 members 
Entering Unmasked Estep 
Score: -16669742.000000 Penalty: 4113.299805
	Iteration 113Q: 3 clusters Score -1.666974e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197405 members 
Mstep: Class 2 contains 116331 members 
Entering Unmasked Estep 
Score: -16669764.000000 Penalty: 4113.299805
	Iteration 114Q: 3 clusters Score -1.666976e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197264 members 
Mstep: Class 2 contains 116472 members 
Entering Unmasked Estep 
Score: -16669759.000000 Penalty: 4113.299805
	Iteration 115Q: 3 clusters Score -1.666976e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197132 members 
Mstep: Class 2 contains 116604 members 
Entering Unmasked Estep 
Score: -16669755.000000 Penalty: 4113.299805
	Iteration 116Q: 3 clusters Score -1.666976e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196989 members 
Mstep: Class 2 contains 116747 members 
Entering Unmasked Estep 
Score: -16669737.000000 Penalty: 4113.299805
	Iteration 117Q: 3 clusters Score -1.666974e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196867 members 
Mstep: Class 2 contains 116869 members 
Entering Unmasked Estep 
Score: -16669728.000000 Penalty: 4113.299805
	Iteration 118Q: 3 clusters Score -1.666973e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196751 members 
Mstep: Class 2 contains 116985 members 
Entering Unmasked Estep 
Score: -16669735.000000 Penalty: 4113.299805
	Iteration 119Q: 3 clusters Score -1.666974e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196632 members 
Mstep: Class 2 contains 117104 members 
Entering Unmasked Estep 
Score: -16669727.000000 Penalty: 4113.299805
	Iteration 120F: 3 clusters Score -1.666973e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196492 members 
Mstep: Class 2 contains 117244 members 
Entering Unmasked Estep 
Score: -16669747.000000 Penalty: 4113.299805
	Iteration 121Q: 3 clusters Score -1.666975e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196362 members 
Mstep: Class 2 contains 117374 members 
Entering Unmasked Estep 
Score: -16669729.000000 Penalty: 4113.299805
	Iteration 122Q: 3 clusters Score -1.666973e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196259 members 
Mstep: Class 2 contains 117477 members 
Entering Unmasked Estep 
Score: -16669742.000000 Penalty: 4113.299805
	Iteration 123Q: 3 clusters Score -1.666974e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196143 members 
Mstep: Class 2 contains 117593 members 
Entering Unmasked Estep 
Score: -16669736.000000 Penalty: 4113.299805
	Iteration 124Q: 3 clusters Score -1.666974e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196027 members 
Mstep: Class 2 contains 117709 members 
Entering Unmasked Estep 
Score: -16669738.000000 Penalty: 4113.299805
	Iteration 125Q: 3 clusters Score -1.666974e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195905 members 
Mstep: Class 2 contains 117831 members 
Entering Unmasked Estep 
Score: -16669736.000000 Penalty: 4113.299805
	Iteration 126Q: 3 clusters Score -1.666974e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195764 members 
Mstep: Class 2 contains 117972 members 
Entering Unmasked Estep 
Score: -16669749.000000 Penalty: 4113.299805
	Iteration 127Q: 3 clusters Score -1.666975e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195597 members 
Mstep: Class 2 contains 118139 members 
Entering Unmasked Estep 
Score: -16669734.000000 Penalty: 4113.299805
	Iteration 128Q: 3 clusters Score -1.666973e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195415 members 
Mstep: Class 2 contains 118321 members 
Entering Unmasked Estep 
Score: -16669766.000000 Penalty: 4113.299805
	Iteration 129Q: 3 clusters Score -1.666977e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195233 members 
Mstep: Class 2 contains 118503 members 
Entering Unmasked Estep 
Score: -16669781.000000 Penalty: 4113.299805
	Iteration 130Q: 3 clusters Score -1.666978e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195071 members 
Mstep: Class 2 contains 118665 members 
Entering Unmasked Estep 
Score: -16669789.000000 Penalty: 4113.299805
	Iteration 131Q: 3 clusters Score -1.666979e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194906 members 
Mstep: Class 2 contains 118830 members 
Entering Unmasked Estep 
Score: -16669757.000000 Penalty: 4113.299805
	Iteration 132Q: 3 clusters Score -1.666976e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194723 members 
Mstep: Class 2 contains 119013 members 
Entering Unmasked Estep 
Score: -16669745.000000 Penalty: 4113.299805
	Iteration 133Q: 3 clusters Score -1.666974e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194527 members 
Mstep: Class 2 contains 119209 members 
Entering Unmasked Estep 
Score: -16669746.000000 Penalty: 4113.299805
	Iteration 134Q: 3 clusters Score -1.666975e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194339 members 
Mstep: Class 2 contains 119397 members 
Entering Unmasked Estep 
Score: -16669748.000000 Penalty: 4113.299805
	Iteration 135Q: 3 clusters Score -1.666975e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194162 members 
Mstep: Class 2 contains 119574 members 
Entering Unmasked Estep 
Score: -16669754.000000 Penalty: 4113.299805
	Iteration 136Q: 3 clusters Score -1.666975e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193975 members 
Mstep: Class 2 contains 119761 members 
Entering Unmasked Estep 
Score: -16669761.000000 Penalty: 4113.299805
	Iteration 137Q: 3 clusters Score -1.666976e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193759 members 
Mstep: Class 2 contains 119977 members 
Entering Unmasked Estep 
Score: -16669755.000000 Penalty: 4113.299805
	Iteration 138Q: 3 clusters Score -1.666976e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193499 members 
Mstep: Class 2 contains 120237 members 
Entering Unmasked Estep 
Score: -16669735.000000 Penalty: 4113.299805
	Iteration 139Q: 3 clusters Score -1.666974e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193197 members 
Mstep: Class 2 contains 120539 members 
Entering Unmasked Estep 
Score: -16669754.000000 Penalty: 4113.299805
	Iteration 140F: 3 clusters Score -1.666975e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192881 members 
Mstep: Class 2 contains 120855 members 
Entering Unmasked Estep 
Score: -16669761.000000 Penalty: 4113.299805
	Iteration 141Q: 3 clusters Score -1.666976e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192577 members 
Mstep: Class 2 contains 121159 members 
Entering Unmasked Estep 
Score: -16669785.000000 Penalty: 4113.299805
	Iteration 142Q: 3 clusters Score -1.666978e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192261 members 
Mstep: Class 2 contains 121475 members 
Entering Unmasked Estep 
Score: -16669729.000000 Penalty: 4113.299805
	Iteration 143Q: 3 clusters Score -1.666973e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191975 members 
Mstep: Class 2 contains 121761 members 
Entering Unmasked Estep 
Score: -16669743.000000 Penalty: 4113.299805
	Iteration 144Q: 3 clusters Score -1.666974e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191661 members 
Mstep: Class 2 contains 122075 members 
Entering Unmasked Estep 
Score: -16669761.000000 Penalty: 4113.299805
	Iteration 145Q: 3 clusters Score -1.666976e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191334 members 
Mstep: Class 2 contains 122402 members 
Entering Unmasked Estep 
Score: -16669791.000000 Penalty: 4113.299805
	Iteration 146Q: 3 clusters Score -1.666979e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190964 members 
Mstep: Class 2 contains 122772 members 
Entering Unmasked Estep 
Score: -16669779.000000 Penalty: 4113.299805
	Iteration 147Q: 3 clusters Score -1.666978e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190589 members 
Mstep: Class 2 contains 123147 members 
Entering Unmasked Estep 
Score: -16669814.000000 Penalty: 4113.299805
	Iteration 148Q: 3 clusters Score -1.666981e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190206 members 
Mstep: Class 2 contains 123530 members 
Entering Unmasked Estep 
Score: -16669803.000000 Penalty: 4113.299805
	Iteration 149Q: 3 clusters Score -1.66698e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189797 members 
Mstep: Class 2 contains 123939 members 
Entering Unmasked Estep 
Score: -16669811.000000 Penalty: 4113.299805
	Iteration 150Q: 3 clusters Score -1.666981e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189359 members 
Mstep: Class 2 contains 124377 members 
Entering Unmasked Estep 
Score: -16669844.000000 Penalty: 4113.299805
	Iteration 151Q: 3 clusters Score -1.666984e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188919 members 
Mstep: Class 2 contains 124817 members 
Entering Unmasked Estep 
Score: -16669879.000000 Penalty: 4113.299805
	Iteration 152Q: 3 clusters Score -1.666988e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188470 members 
Mstep: Class 2 contains 125266 members 
Entering Unmasked Estep 
Score: -16669853.000000 Penalty: 4113.299805
	Iteration 153Q: 3 clusters Score -1.666985e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188007 members 
Mstep: Class 2 contains 125729 members 
Entering Unmasked Estep 
Score: -16669860.000000 Penalty: 4113.299805
	Iteration 154Q: 3 clusters Score -1.666986e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187536 members 
Mstep: Class 2 contains 126200 members 
Entering Unmasked Estep 
Score: -16669929.000000 Penalty: 4113.299805
	Iteration 155Q: 3 clusters Score -1.666993e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187049 members 
Mstep: Class 2 contains 126687 members 
Entering Unmasked Estep 
Score: -16669957.000000 Penalty: 4113.299805
	Iteration 156Q: 3 clusters Score -1.666996e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186542 members 
Mstep: Class 2 contains 127194 members 
Entering Unmasked Estep 
Score: -16669939.000000 Penalty: 4113.299805
	Iteration 157Q: 3 clusters Score -1.666994e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185985 members 
Mstep: Class 2 contains 127751 members 
Entering Unmasked Estep 
Score: -16669950.000000 Penalty: 4113.299805
	Iteration 158Q: 3 clusters Score -1.666995e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185415 members 
Mstep: Class 2 contains 128321 members 
Entering Unmasked Estep 
Score: -16669997.000000 Penalty: 4113.299805
	Iteration 159Q: 3 clusters Score -1.667e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184825 members 
Mstep: Class 2 contains 128911 members 
Entering Unmasked Estep 
Score: -16670005.000000 Penalty: 4113.299805
	Iteration 160F: 3 clusters Score -1.667e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184179 members 
Mstep: Class 2 contains 129557 members 
Entering Unmasked Estep 
Score: -16670022.000000 Penalty: 4113.299805
	Iteration 161Q: 3 clusters Score -1.667002e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183552 members 
Mstep: Class 2 contains 130184 members 
Entering Unmasked Estep 
Score: -16670189.000000 Penalty: 4113.299805
	Iteration 162Q: 3 clusters Score -1.667019e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182893 members 
Mstep: Class 2 contains 130843 members 
Entering Unmasked Estep 
Score: -16670280.000000 Penalty: 4113.299805
	Iteration 163Q: 3 clusters Score -1.667028e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182193 members 
Mstep: Class 2 contains 131543 members 
Entering Unmasked Estep 
Score: -16670298.000000 Penalty: 4113.299805
	Iteration 164Q: 3 clusters Score -1.66703e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181447 members 
Mstep: Class 2 contains 132289 members 
Entering Unmasked Estep 
Score: -16670302.000000 Penalty: 4113.299805
	Iteration 165Q: 3 clusters Score -1.66703e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180649 members 
Mstep: Class 2 contains 133087 members 
Entering Unmasked Estep 
Score: -16670406.000000 Penalty: 4113.299805
	Iteration 166Q: 3 clusters Score -1.667041e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179786 members 
Mstep: Class 2 contains 133950 members 
Entering Unmasked Estep 
Score: -16670503.000000 Penalty: 4113.299805
	Iteration 167Q: 3 clusters Score -1.66705e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178863 members 
Mstep: Class 2 contains 134873 members 
Entering Unmasked Estep 
Score: -16670563.000000 Penalty: 4113.299805
	Iteration 168Q: 3 clusters Score -1.667056e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177807 members 
Mstep: Class 2 contains 135929 members 
Entering Unmasked Estep 
Score: -16670703.000000 Penalty: 4113.299805
	Iteration 169Q: 3 clusters Score -1.66707e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176675 members 
Mstep: Class 2 contains 137061 members 
Entering Unmasked Estep 
Score: -16670799.000000 Penalty: 4113.299805
	Iteration 170Q: 3 clusters Score -1.66708e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175569 members 
Mstep: Class 2 contains 138167 members 
Entering Unmasked Estep 
Score: -16670914.000000 Penalty: 4113.299805
	Iteration 171Q: 3 clusters Score -1.667091e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174457 members 
Mstep: Class 2 contains 139279 members 
Entering Unmasked Estep 
Score: -16671078.000000 Penalty: 4113.299805
	Iteration 172Q: 3 clusters Score -1.667108e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173286 members 
Mstep: Class 2 contains 140450 members 
Entering Unmasked Estep 
Score: -16671205.000000 Penalty: 4113.299805
	Iteration 173Q: 3 clusters Score -1.66712e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172155 members 
Mstep: Class 2 contains 141581 members 
Entering Unmasked Estep 
Score: -16671316.000000 Penalty: 4113.299805
	Iteration 174Q: 3 clusters Score -1.667132e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170986 members 
Mstep: Class 2 contains 142750 members 
Entering Unmasked Estep 
Score: -16671421.000000 Penalty: 4113.299805
	Iteration 175Q: 3 clusters Score -1.667142e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169796 members 
Mstep: Class 2 contains 143940 members 
Entering Unmasked Estep 
Score: -16671467.000000 Penalty: 4113.299805
	Iteration 176Q: 3 clusters Score -1.667147e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168637 members 
Mstep: Class 2 contains 145099 members 
Entering Unmasked Estep 
Score: -16671462.000000 Penalty: 4113.299805
	Iteration 177Q: 3 clusters Score -1.667146e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167442 members 
Mstep: Class 2 contains 146294 members 
Entering Unmasked Estep 
Score: -16671587.000000 Penalty: 4113.299805
	Iteration 178Q: 3 clusters Score -1.667159e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166221 members 
Mstep: Class 2 contains 147515 members 
Entering Unmasked Estep 
Score: -16671695.000000 Penalty: 4113.299805
	Iteration 179Q: 3 clusters Score -1.66717e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164987 members 
Mstep: Class 2 contains 148749 members 
Entering Unmasked Estep 
Score: -16671894.000000 Penalty: 4113.299805
	Iteration 180F: 3 clusters Score -1.667189e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163732 members 
Mstep: Class 2 contains 150004 members 
Entering Unmasked Estep 
Score: -16672039.000000 Penalty: 4113.299805
	Iteration 181Q: 3 clusters Score -1.667204e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162469 members 
Mstep: Class 2 contains 151267 members 
Entering Unmasked Estep 
Score: -16672156.000000 Penalty: 4113.299805
	Iteration 182Q: 3 clusters Score -1.667216e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161186 members 
Mstep: Class 2 contains 152550 members 
Entering Unmasked Estep 
Score: -16672221.000000 Penalty: 4113.299805
	Iteration 183Q: 3 clusters Score -1.667222e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159931 members 
Mstep: Class 2 contains 153805 members 
Entering Unmasked Estep 
Score: -16672277.000000 Penalty: 4113.299805
	Iteration 184Q: 3 clusters Score -1.667228e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158682 members 
Mstep: Class 2 contains 155054 members 
Entering Unmasked Estep 
Score: -16672326.000000 Penalty: 4113.299805
	Iteration 185Q: 3 clusters Score -1.667233e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157403 members 
Mstep: Class 2 contains 156333 members 
Entering Unmasked Estep 
Score: -16672499.000000 Penalty: 4113.299805
	Iteration 186Q: 3 clusters Score -1.66725e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156094 members 
Mstep: Class 2 contains 157642 members 
Entering Unmasked Estep 
Score: -16672621.000000 Penalty: 4113.299805
	Iteration 187Q: 3 clusters Score -1.667262e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154785 members 
Mstep: Class 2 contains 158951 members 
Entering Unmasked Estep 
Score: -16672787.000000 Penalty: 4113.299805
	Iteration 188Q: 3 clusters Score -1.667279e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153446 members 
Mstep: Class 2 contains 160290 members 
Entering Unmasked Estep 
Score: -16672923.000000 Penalty: 4113.299805
	Iteration 189Q: 3 clusters Score -1.667292e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152040 members 
Mstep: Class 2 contains 161696 members 
Entering Unmasked Estep 
Score: -16673117.000000 Penalty: 4113.299805
	Iteration 190Q: 3 clusters Score -1.667312e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150567 members 
Mstep: Class 2 contains 163169 members 
Entering Unmasked Estep 
Score: -16673222.000000 Penalty: 4113.299805
	Iteration 191Q: 3 clusters Score -1.667322e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149096 members 
Mstep: Class 2 contains 164640 members 
Entering Unmasked Estep 
Score: -16673401.000000 Penalty: 4113.299805
	Iteration 192Q: 3 clusters Score -1.66734e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147627 members 
Mstep: Class 2 contains 166109 members 
Entering Unmasked Estep 
Score: -16673671.000000 Penalty: 4113.299805
	Iteration 193Q: 3 clusters Score -1.667367e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146062 members 
Mstep: Class 2 contains 167674 members 
Entering Unmasked Estep 
Score: -16674010.000000 Penalty: 4113.299805
	Iteration 194Q: 3 clusters Score -1.667401e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144392 members 
Mstep: Class 2 contains 169344 members 
Entering Unmasked Estep 
Score: -16674287.000000 Penalty: 4113.299805
	Iteration 195Q: 3 clusters Score -1.667429e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142569 members 
Mstep: Class 2 contains 171167 members 
Entering Unmasked Estep 
Score: -16674732.000000 Penalty: 4113.299805
	Iteration 196Q: 3 clusters Score -1.667473e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140647 members 
Mstep: Class 2 contains 173089 members 
Entering Unmasked Estep 
Score: -16675230.000000 Penalty: 4113.299805
	Iteration 197Q: 3 clusters Score -1.667523e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138597 members 
Mstep: Class 2 contains 175139 members 
Entering Unmasked Estep 
Score: -16675615.000000 Penalty: 4113.299805
	Iteration 198Q: 3 clusters Score -1.667562e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136550 members 
Mstep: Class 2 contains 177186 members 
Entering Unmasked Estep 
Score: -16676177.000000 Penalty: 4113.299805
	Iteration 199Q: 3 clusters Score -1.667618e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134446 members 
Mstep: Class 2 contains 179290 members 
Entering Unmasked Estep 
Score: -16676792.000000 Penalty: 4113.299805
	Iteration 200F: 3 clusters Score -1.667679e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132321 members 
Mstep: Class 2 contains 181415 members 
Entering Unmasked Estep 
Score: -16677345.000000 Penalty: 4113.299805
	Iteration 201Q: 3 clusters Score -1.667734e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130290 members 
Mstep: Class 2 contains 183446 members 
Entering Unmasked Estep 
Score: -16677786.000000 Penalty: 4113.299805
	Iteration 202Q: 3 clusters Score -1.667779e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128429 members 
Mstep: Class 2 contains 185307 members 
Entering Unmasked Estep 
Score: -16678242.000000 Penalty: 4113.299805
	Iteration 203Q: 3 clusters Score -1.667824e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126593 members 
Mstep: Class 2 contains 187143 members 
Entering Unmasked Estep 
Score: -16678553.000000 Penalty: 4113.299805
	Iteration 204Q: 3 clusters Score -1.667855e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124881 members 
Mstep: Class 2 contains 188855 members 
Entering Unmasked Estep 
Score: -16678975.000000 Penalty: 4113.299805
	Iteration 205Q: 3 clusters Score -1.667898e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123323 members 
Mstep: Class 2 contains 190413 members 
Entering Unmasked Estep 
Score: -16679182.000000 Penalty: 4113.299805
	Iteration 206Q: 3 clusters Score -1.667918e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121946 members 
Mstep: Class 2 contains 191790 members 
Entering Unmasked Estep 
Score: -16679330.000000 Penalty: 4113.299805
	Iteration 207Q: 3 clusters Score -1.667933e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120759 members 
Mstep: Class 2 contains 192977 members 
Entering Unmasked Estep 
Score: -16679458.000000 Penalty: 4113.299805
	Iteration 208Q: 3 clusters Score -1.667946e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119643 members 
Mstep: Class 2 contains 194093 members 
Entering Unmasked Estep 
Score: -16679528.000000 Penalty: 4113.299805
	Iteration 209Q: 3 clusters Score -1.667953e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118680 members 
Mstep: Class 2 contains 195056 members 
Entering Unmasked Estep 
Score: -16679623.000000 Penalty: 4113.299805
	Iteration 210Q: 3 clusters Score -1.667962e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117835 members 
Mstep: Class 2 contains 195901 members 
Entering Unmasked Estep 
Score: -16679754.000000 Penalty: 4113.299805
	Iteration 211Q: 3 clusters Score -1.667975e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117049 members 
Mstep: Class 2 contains 196687 members 
Entering Unmasked Estep 
Score: -16679817.000000 Penalty: 4113.299805
	Iteration 212Q: 3 clusters Score -1.667982e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116312 members 
Mstep: Class 2 contains 197424 members 
Entering Unmasked Estep 
Score: -16679812.000000 Penalty: 4113.299805
	Iteration 213Q: 3 clusters Score -1.667981e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115695 members 
Mstep: Class 2 contains 198041 members 
Entering Unmasked Estep 
Score: -16679826.000000 Penalty: 4113.299805
	Iteration 214Q: 3 clusters Score -1.667983e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115117 members 
Mstep: Class 2 contains 198619 members 
Entering Unmasked Estep 
Score: -16679838.000000 Penalty: 4113.299805
	Iteration 215Q: 3 clusters Score -1.667984e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114575 members 
Mstep: Class 2 contains 199161 members 
Entering Unmasked Estep 
Score: -16679935.000000 Penalty: 4113.299805
	Iteration 216Q: 3 clusters Score -1.667994e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114112 members 
Mstep: Class 2 contains 199624 members 
Entering Unmasked Estep 
Score: -16679950.000000 Penalty: 4113.299805
	Iteration 217Q: 3 clusters Score -1.667995e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113696 members 
Mstep: Class 2 contains 200040 members 
Entering Unmasked Estep 
Score: -16680004.000000 Penalty: 4113.299805
	Iteration 218Q: 3 clusters Score -1.668e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113309 members 
Mstep: Class 2 contains 200427 members 
Entering Unmasked Estep 
Score: -16680010.000000 Penalty: 4113.299805
	Iteration 219Q: 3 clusters Score -1.668001e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112926 members 
Mstep: Class 2 contains 200810 members 
Entering Unmasked Estep 
Score: -16680016.000000 Penalty: 4113.299805
	Iteration 220F: 3 clusters Score -1.668002e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112573 members 
Mstep: Class 2 contains 201163 members 
Entering Unmasked Estep 
Score: -16679976.000000 Penalty: 4113.299805
	Iteration 221Q: 3 clusters Score -1.667998e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112252 members 
Mstep: Class 2 contains 201484 members 
Entering Unmasked Estep 
Score: -16680003.000000 Penalty: 4113.299805
	Iteration 222Q: 3 clusters Score -1.668e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111967 members 
Mstep: Class 2 contains 201769 members 
Entering Unmasked Estep 
Score: -16680041.000000 Penalty: 4113.299805
	Iteration 223Q: 3 clusters Score -1.668004e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111692 members 
Mstep: Class 2 contains 202044 members 
Entering Unmasked Estep 
Score: -16680049.000000 Penalty: 4113.299805
	Iteration 224Q: 3 clusters Score -1.668005e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111420 members 
Mstep: Class 2 contains 202316 members 
Entering Unmasked Estep 
Score: -16680056.000000 Penalty: 4113.299805
	Iteration 225Q: 3 clusters Score -1.668006e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111184 members 
Mstep: Class 2 contains 202552 members 
Entering Unmasked Estep 
Score: -16680006.000000 Penalty: 4113.299805
	Iteration 226Q: 3 clusters Score -1.668001e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110976 members 
Mstep: Class 2 contains 202760 members 
Entering Unmasked Estep 
Score: -16680045.000000 Penalty: 4113.299805
	Iteration 227Q: 3 clusters Score -1.668004e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110787 members 
Mstep: Class 2 contains 202949 members 
Entering Unmasked Estep 
Score: -16680057.000000 Penalty: 4113.299805
	Iteration 228Q: 3 clusters Score -1.668006e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110588 members 
Mstep: Class 2 contains 203148 members 
Entering Unmasked Estep 
Score: -16680087.000000 Penalty: 4113.299805
	Iteration 229Q: 3 clusters Score -1.668009e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110408 members 
Mstep: Class 2 contains 203328 members 
Entering Unmasked Estep 
Score: -16680089.000000 Penalty: 4113.299805
	Iteration 230Q: 3 clusters Score -1.668009e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110238 members 
Mstep: Class 2 contains 203498 members 
Entering Unmasked Estep 
Score: -16680110.000000 Penalty: 4113.299805
	Iteration 231Q: 3 clusters Score -1.668011e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110094 members 
Mstep: Class 2 contains 203642 members 
Entering Unmasked Estep 
Score: -16680136.000000 Penalty: 4113.299805
	Iteration 232Q: 3 clusters Score -1.668014e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109961 members 
Mstep: Class 2 contains 203775 members 
Entering Unmasked Estep 
Score: -16680114.000000 Penalty: 4113.299805
	Iteration 233Q: 3 clusters Score -1.668011e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109835 members 
Mstep: Class 2 contains 203901 members 
Entering Unmasked Estep 
Score: -16680126.000000 Penalty: 4113.299805
	Iteration 234Q: 3 clusters Score -1.668013e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109712 members 
Mstep: Class 2 contains 204024 members 
Entering Unmasked Estep 
Score: -16680108.000000 Penalty: 4113.299805
	Iteration 235Q: 3 clusters Score -1.668011e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109572 members 
Mstep: Class 2 contains 204164 members 
Entering Unmasked Estep 
Score: -16680157.000000 Penalty: 4113.299805
	Iteration 236Q: 3 clusters Score -1.668016e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109445 members 
Mstep: Class 2 contains 204291 members 
Entering Unmasked Estep 
Score: -16680164.000000 Penalty: 4113.299805
	Iteration 237Q: 3 clusters Score -1.668016e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109341 members 
Mstep: Class 2 contains 204395 members 
Entering Unmasked Estep 
Score: -16680152.000000 Penalty: 4113.299805
	Iteration 238Q: 3 clusters Score -1.668015e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109250 members 
Mstep: Class 2 contains 204486 members 
Entering Unmasked Estep 
Score: -16680160.000000 Penalty: 4113.299805
	Iteration 239Q: 3 clusters Score -1.668016e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109164 members 
Mstep: Class 2 contains 204572 members 
Entering Unmasked Estep 
Score: -16680156.000000 Penalty: 4113.299805
	Iteration 240F: 3 clusters Score -1.668016e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109087 members 
Mstep: Class 2 contains 204649 members 
Entering Unmasked Estep 
Score: -16680166.000000 Penalty: 4113.299805
	Iteration 241Q: 3 clusters Score -1.668017e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109010 members 
Mstep: Class 2 contains 204726 members 
Entering Unmasked Estep 
Score: -16680146.000000 Penalty: 4113.299805
	Iteration 242Q: 3 clusters Score -1.668015e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108938 members 
Mstep: Class 2 contains 204798 members 
Entering Unmasked Estep 
Score: -16680167.000000 Penalty: 4113.299805
	Iteration 243Q: 3 clusters Score -1.668017e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108858 members 
Mstep: Class 2 contains 204878 members 
Entering Unmasked Estep 
Score: -16680176.000000 Penalty: 4113.299805
	Iteration 244Q: 3 clusters Score -1.668018e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108782 members 
Mstep: Class 2 contains 204954 members 
Entering Unmasked Estep 
Score: -16680164.000000 Penalty: 4113.299805
	Iteration 245Q: 3 clusters Score -1.668016e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108691 members 
Mstep: Class 2 contains 205045 members 
Entering Unmasked Estep 
Score: -16680140.000000 Penalty: 4113.299805
	Iteration 246Q: 3 clusters Score -1.668014e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108600 members 
Mstep: Class 2 contains 205136 members 
Entering Unmasked Estep 
Score: -16680135.000000 Penalty: 4113.299805
	Iteration 247Q: 3 clusters Score -1.668014e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108509 members 
Mstep: Class 2 contains 205227 members 
Entering Unmasked Estep 
Score: -16680119.000000 Penalty: 4113.299805
	Iteration 248Q: 3 clusters Score -1.668012e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108429 members 
Mstep: Class 2 contains 205307 members 
Entering Unmasked Estep 
Score: -16680104.000000 Penalty: 4113.299805
	Iteration 249Q: 3 clusters Score -1.66801e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108362 members 
Mstep: Class 2 contains 205374 members 
Entering Unmasked Estep 
Score: -16680107.000000 Penalty: 4113.299805
	Iteration 250Q: 3 clusters Score -1.668011e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108302 members 
Mstep: Class 2 contains 205434 members 
Entering Unmasked Estep 
Score: -16680109.000000 Penalty: 4113.299805
	Iteration 251Q: 3 clusters Score -1.668011e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108231 members 
Mstep: Class 2 contains 205505 members 
Entering Unmasked Estep 
Score: -16680102.000000 Penalty: 4113.299805
	Iteration 252Q: 3 clusters Score -1.66801e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108166 members 
Mstep: Class 2 contains 205570 members 
Entering Unmasked Estep 
Score: -16680125.000000 Penalty: 4113.299805
	Iteration 253Q: 3 clusters Score -1.668012e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108101 members 
Mstep: Class 2 contains 205635 members 
Entering Unmasked Estep 
Score: -16680134.000000 Penalty: 4113.299805
	Iteration 254Q: 3 clusters Score -1.668013e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108060 members 
Mstep: Class 2 contains 205676 members 
Entering Unmasked Estep 
Score: -16680146.000000 Penalty: 4113.299805
	Iteration 255Q: 3 clusters Score -1.668015e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108016 members 
Mstep: Class 2 contains 205720 members 
Entering Unmasked Estep 
Score: -16680147.000000 Penalty: 4113.299805
	Iteration 256Q: 3 clusters Score -1.668015e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107966 members 
Mstep: Class 2 contains 205770 members 
Entering Unmasked Estep 
Score: -16680138.000000 Penalty: 4113.299805
	Iteration 257Q: 3 clusters Score -1.668014e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107926 members 
Mstep: Class 2 contains 205810 members 
Entering Unmasked Estep 
Score: -16680124.000000 Penalty: 4113.299805
	Iteration 258Q: 3 clusters Score -1.668012e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107892 members 
Mstep: Class 2 contains 205844 members 
Entering Unmasked Estep 
Score: -16680109.000000 Penalty: 4113.299805
	Iteration 259Q: 3 clusters Score -1.668011e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107859 members 
Mstep: Class 2 contains 205877 members 
Entering Unmasked Estep 
Score: -16680114.000000 Penalty: 4113.299805
	Iteration 260F: 3 clusters Score -1.668011e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107830 members 
Mstep: Class 2 contains 205906 members 
Entering Unmasked Estep 
Score: -16680128.000000 Penalty: 4113.299805
	Iteration 261Q: 3 clusters Score -1.668013e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107804 members 
Mstep: Class 2 contains 205932 members 
Entering Unmasked Estep 
Score: -16680112.000000 Penalty: 4113.299805
	Iteration 262Q: 3 clusters Score -1.668011e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107783 members 
Mstep: Class 2 contains 205953 members 
Entering Unmasked Estep 
Score: -16680118.000000 Penalty: 4113.299805
	Iteration 263Q: 3 clusters Score -1.668012e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107764 members 
Mstep: Class 2 contains 205972 members 
Entering Unmasked Estep 
Score: -16680105.000000 Penalty: 4113.299805
	Iteration 264Q: 3 clusters Score -1.66801e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107747 members 
Mstep: Class 2 contains 205989 members 
Entering Unmasked Estep 
Score: -16680109.000000 Penalty: 4113.299805
	Iteration 265Q: 3 clusters Score -1.668011e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107734 members 
Mstep: Class 2 contains 206002 members 
Entering Unmasked Estep 
Score: -16680108.000000 Penalty: 4113.299805
	Iteration 266Q: 3 clusters Score -1.668011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107725 members 
Mstep: Class 2 contains 206011 members 
Entering Unmasked Estep 
Score: -16680111.000000 Penalty: 4113.299805
	Iteration 267Q: 3 clusters Score -1.668011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107717 members 
Mstep: Class 2 contains 206019 members 
Entering Unmasked Estep 
Score: -16680121.000000 Penalty: 4113.299805
	Iteration 268Q: 3 clusters Score -1.668012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107707 members 
Mstep: Class 2 contains 206029 members 
Entering Unmasked Estep 
Score: -16680120.000000 Penalty: 4113.299805
	Iteration 269Q: 3 clusters Score -1.668012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107699 members 
Mstep: Class 2 contains 206037 members 
Entering Unmasked Estep 
Score: -16680116.000000 Penalty: 4113.299805
	Iteration 270Q: 3 clusters Score -1.668012e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107687 members 
Mstep: Class 2 contains 206049 members 
Entering Unmasked Estep 
Score: -16680120.000000 Penalty: 4113.299805
	Iteration 271Q: 3 clusters Score -1.668012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107676 members 
Mstep: Class 2 contains 206060 members 
Entering Unmasked Estep 
Score: -16680127.000000 Penalty: 4113.299805
	Iteration 272Q: 3 clusters Score -1.668013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107663 members 
Mstep: Class 2 contains 206073 members 
Entering Unmasked Estep 
Score: -16680144.000000 Penalty: 4113.299805
	Iteration 273Q: 3 clusters Score -1.668014e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107649 members 
Mstep: Class 2 contains 206087 members 
Entering Unmasked Estep 
Score: -16680136.000000 Penalty: 4113.299805
	Iteration 274Q: 3 clusters Score -1.668014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107640 members 
Mstep: Class 2 contains 206096 members 
Entering Unmasked Estep 
Score: -16680133.000000 Penalty: 4113.299805
	Iteration 275Q: 3 clusters Score -1.668013e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107626 members 
Mstep: Class 2 contains 206110 members 
Entering Unmasked Estep 
Score: -16680128.000000 Penalty: 4113.299805
	Iteration 276Q: 3 clusters Score -1.668013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107613 members 
Mstep: Class 2 contains 206123 members 
Entering Unmasked Estep 
Score: -16680129.000000 Penalty: 4113.299805
	Iteration 277Q: 3 clusters Score -1.668013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107601 members 
Mstep: Class 2 contains 206135 members 
Entering Unmasked Estep 
Score: -16680116.000000 Penalty: 4113.299805
	Iteration 278Q: 3 clusters Score -1.668012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107591 members 
Mstep: Class 2 contains 206145 members 
Entering Unmasked Estep 
Score: -16680118.000000 Penalty: 4113.299805
	Iteration 279Q: 3 clusters Score -1.668012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107578 members 
Mstep: Class 2 contains 206158 members 
Entering Unmasked Estep 
Score: -16680092.000000 Penalty: 4113.299805
	Iteration 280F: 3 clusters Score -1.668009e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107564 members 
Mstep: Class 2 contains 206172 members 
Entering Unmasked Estep 
Score: -16680098.000000 Penalty: 4113.299805
	Iteration 281Q: 3 clusters Score -1.66801e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107550 members 
Mstep: Class 2 contains 206186 members 
Entering Unmasked Estep 
Score: -16680099.000000 Penalty: 4113.299805
	Iteration 282Q: 3 clusters Score -1.66801e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107528 members 
Mstep: Class 2 contains 206208 members 
Entering Unmasked Estep 
Score: -16680092.000000 Penalty: 4113.299805
	Iteration 283Q: 3 clusters Score -1.668009e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107503 members 
Mstep: Class 2 contains 206233 members 
Entering Unmasked Estep 
Score: -16680089.000000 Penalty: 4113.299805
	Iteration 284Q: 3 clusters Score -1.668009e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107485 members 
Mstep: Class 2 contains 206251 members 
Entering Unmasked Estep 
Score: -16680102.000000 Penalty: 4113.299805
	Iteration 285Q: 3 clusters Score -1.66801e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107465 members 
Mstep: Class 2 contains 206271 members 
Entering Unmasked Estep 
Score: -16680099.000000 Penalty: 4113.299805
	Iteration 286Q: 3 clusters Score -1.66801e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107451 members 
Mstep: Class 2 contains 206285 members 
Entering Unmasked Estep 
Score: -16680094.000000 Penalty: 4113.299805
	Iteration 287Q: 3 clusters Score -1.668009e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107438 members 
Mstep: Class 2 contains 206298 members 
Entering Unmasked Estep 
Score: -16680091.000000 Penalty: 4113.299805
	Iteration 288Q: 3 clusters Score -1.668009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107430 members 
Mstep: Class 2 contains 206306 members 
Entering Unmasked Estep 
Score: -16680088.000000 Penalty: 4113.299805
	Iteration 289Q: 3 clusters Score -1.668009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107423 members 
Mstep: Class 2 contains 206313 members 
Entering Unmasked Estep 
Score: -16680103.000000 Penalty: 4113.299805
	Iteration 290Q: 3 clusters Score -1.66801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107418 members 
Mstep: Class 2 contains 206318 members 
Entering Unmasked Estep 
Score: -16680094.000000 Penalty: 4113.299805
	Iteration 291Q: 3 clusters Score -1.668009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107413 members 
Mstep: Class 2 contains 206323 members 
Entering Unmasked Estep 
Score: -16680095.000000 Penalty: 4113.299805
	Iteration 292Q: 3 clusters Score -1.66801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107408 members 
Mstep: Class 2 contains 206328 members 
Entering Unmasked Estep 
Score: -16680093.000000 Penalty: 4113.299805
	Iteration 293Q: 3 clusters Score -1.668009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107401 members 
Mstep: Class 2 contains 206335 members 
Entering Unmasked Estep 
Score: -16680102.000000 Penalty: 4113.299805
	Iteration 294Q: 3 clusters Score -1.66801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107395 members 
Mstep: Class 2 contains 206341 members 
Entering Unmasked Estep 
Score: -16680092.000000 Penalty: 4113.299805
	Iteration 295Q: 3 clusters Score -1.668009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107391 members 
Mstep: Class 2 contains 206345 members 
Entering Unmasked Estep 
Score: -16680099.000000 Penalty: 4113.299805
	Iteration 296Q: 3 clusters Score -1.66801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107385 members 
Mstep: Class 2 contains 206351 members 
Entering Unmasked Estep 
Score: -16680108.000000 Penalty: 4113.299805
	Iteration 297Q: 3 clusters Score -1.668011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107382 members 
Mstep: Class 2 contains 206354 members 
Entering Unmasked Estep 
Score: -16680104.000000 Penalty: 4113.299805
	Iteration 298Q: 3 clusters Score -1.66801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107379 members 
Mstep: Class 2 contains 206357 members 
Entering Unmasked Estep 
Score: -16680101.000000 Penalty: 4113.299805
	Iteration 299Q: 3 clusters Score -1.66801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107378 members 
Mstep: Class 2 contains 206358 members 
Entering Unmasked Estep 
Score: -16680099.000000 Penalty: 4113.299805
	Iteration 300F: 3 clusters Score -1.66801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107376 members 
Mstep: Class 2 contains 206360 members 
Entering Unmasked Estep 
Score: -16680103.000000 Penalty: 4113.299805
	Iteration 301Q: 3 clusters Score -1.66801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107369 members 
Mstep: Class 2 contains 206367 members 
Entering Unmasked Estep 
Score: -16680104.000000 Penalty: 4113.299805
	Iteration 302Q: 3 clusters Score -1.66801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107363 members 
Mstep: Class 2 contains 206373 members 
Entering Unmasked Estep 
Score: -16680098.000000 Penalty: 4113.299805
	Iteration 303Q: 3 clusters Score -1.66801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107352 members 
Mstep: Class 2 contains 206384 members 
Entering Unmasked Estep 
Score: -16680084.000000 Penalty: 4113.299805
	Iteration 304Q: 3 clusters Score -1.668008e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107337 members 
Mstep: Class 2 contains 206399 members 
Entering Unmasked Estep 
Score: -16680088.000000 Penalty: 4113.299805
	Iteration 305Q: 3 clusters Score -1.668009e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107320 members 
Mstep: Class 2 contains 206416 members 
Entering Unmasked Estep 
Score: -16680083.000000 Penalty: 4113.299805
	Iteration 306Q: 3 clusters Score -1.668008e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107305 members 
Mstep: Class 2 contains 206431 members 
Entering Unmasked Estep 
Score: -16680087.000000 Penalty: 4113.299805
	Iteration 307Q: 3 clusters Score -1.668009e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107296 members 
Mstep: Class 2 contains 206440 members 
Entering Unmasked Estep 
Score: -16680079.000000 Penalty: 4113.299805
	Iteration 308Q: 3 clusters Score -1.668008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107291 members 
Mstep: Class 2 contains 206445 members 
Entering Unmasked Estep 
Score: -16680090.000000 Penalty: 4113.299805
	Iteration 309Q: 3 clusters Score -1.668009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107287 members 
Mstep: Class 2 contains 206449 members 
Entering Unmasked Estep 
Score: -16680085.000000 Penalty: 4113.299805
	Iteration 310Q: 3 clusters Score -1.668008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107283 members 
Mstep: Class 2 contains 206453 members 
Entering Unmasked Estep 
Score: -16680086.000000 Penalty: 4113.299805
	Iteration 311Q: 3 clusters Score -1.668009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107282 members 
Mstep: Class 2 contains 206454 members 
Entering Unmasked Estep 
Score: -16680091.000000 Penalty: 4113.299805
	Iteration 312Q: 3 clusters Score -1.668009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107279 members 
Mstep: Class 2 contains 206457 members 
Entering Unmasked Estep 
Score: -16680090.000000 Penalty: 4113.299805
	Iteration 313Q: 3 clusters Score -1.668009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107274 members 
Mstep: Class 2 contains 206462 members 
Entering Unmasked Estep 
Score: -16680083.000000 Penalty: 4113.299805
	Iteration 314Q: 3 clusters Score -1.668008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107269 members 
Mstep: Class 2 contains 206467 members 
Entering Unmasked Estep 
Score: -16680084.000000 Penalty: 4113.299805
	Iteration 315Q: 3 clusters Score -1.668008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107267 members 
Mstep: Class 2 contains 206469 members 
Entering Unmasked Estep 
Score: -16680083.000000 Penalty: 4113.299805
	Iteration 316Q: 3 clusters Score -1.668008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107264 members 
Mstep: Class 2 contains 206472 members 
Entering Unmasked Estep 
Score: -16680084.000000 Penalty: 4113.299805
	Iteration 317Q: 3 clusters Score -1.668008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107260 members 
Mstep: Class 2 contains 206476 members 
Entering Unmasked Estep 
Score: -16680070.000000 Penalty: 4113.299805
	Iteration 318Q: 3 clusters Score -1.668007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107259 members 
Mstep: Class 2 contains 206477 members 
Entering Unmasked Estep 
Score: -16680073.000000 Penalty: 4113.299805
	Iteration 319Q: 3 clusters Score -1.668007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107258 members 
Mstep: Class 2 contains 206478 members 
Entering Unmasked Estep 
Score: -16680072.000000 Penalty: 4113.299805
	Iteration 320F: 3 clusters Score -1.668007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107256 members 
Mstep: Class 2 contains 206480 members 
Entering Unmasked Estep 
Score: -16680074.000000 Penalty: 4113.299805
	Iteration 321Q: 3 clusters Score -1.668007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107253 members 
Mstep: Class 2 contains 206483 members 
Entering Unmasked Estep 
Score: -16680072.000000 Penalty: 4113.299805
	Iteration 322Q: 3 clusters Score -1.668007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107247 members 
Mstep: Class 2 contains 206489 members 
Entering Unmasked Estep 
Score: -16680073.000000 Penalty: 4113.299805
	Iteration 323Q: 3 clusters Score -1.668007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107244 members 
Mstep: Class 2 contains 206492 members 
Entering Unmasked Estep 
Score: -16680065.000000 Penalty: 4113.299805
	Iteration 324Q: 3 clusters Score -1.668006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107240 members 
Mstep: Class 2 contains 206496 members 
Entering Unmasked Estep 
Score: -16680063.000000 Penalty: 4113.299805
	Iteration 325Q: 3 clusters Score -1.668006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107236 members 
Mstep: Class 2 contains 206500 members 
Entering Unmasked Estep 
Score: -16680085.000000 Penalty: 4113.299805
	Iteration 326Q: 3 clusters Score -1.668008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107231 members 
Mstep: Class 2 contains 206505 members 
Entering Unmasked Estep 
Score: -16680085.000000 Penalty: 4113.299805
	Iteration 327Q: 3 clusters Score -1.668008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107226 members 
Mstep: Class 2 contains 206510 members 
Entering Unmasked Estep 
Score: -16680082.000000 Penalty: 4113.299805
	Iteration 328Q: 3 clusters Score -1.668008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107224 members 
Mstep: Class 2 contains 206512 members 
Entering Unmasked Estep 
Score: -16680073.000000 Penalty: 4113.299805
	Iteration 329Q: 3 clusters Score -1.668007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107224 members 
Mstep: Class 2 contains 206512 members 
Entering Unmasked Estep 
Score: -16680073.000000 Penalty: 4113.299805
	Iteration 330F: 3 clusters Score -1.668007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 86846 members 
Mstep: Class 2 contains 7774 members 
Mstep: Class 3 contains 7564 members 
Mstep: Class 4 contains 5827 members 
Mstep: Class 5 contains 72473 members 
Mstep: Class 6 contains 29531 members 
Mstep: Class 7 contains 31473 members 
Mstep: Class 8 contains 5362 members 
Mstep: Class 9 contains 6512 members 
Mstep: Class 10 contains 15347 members 
Mstep: Class 11 contains 9515 members 
Mstep: Class 12 contains 3903 members 
Mstep: Class 13 contains 2914 members 
Mstep: Class 14 contains 7827 members 
Mstep: Class 15 contains 73883 members 
Mstep: Class 16 contains 3186 members 
Mstep: Class 17 contains 14443 members 
Mstep: Class 18 contains 888 members 
Mstep: Class 19 contains 107224 members 
Mstep: Class 20 contains 6656 members 
Mstep: Class 21 contains 5143 members 
Mstep: Class 22 contains 206512 members 
Entering Unmasked Estep 
Score: -35908712.000000 Penalty: 48170.121094
Splitting cluster 19 changes total score from -35890660.000000 to -35908712.000000
So it's getting split into cluster 22.
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 86846 members 
Mstep: Class 2 contains 7774 members 
Mstep: Class 3 contains 7564 members 
Mstep: Class 4 contains 5827 members 
Mstep: Class 5 contains 72473 members 
Mstep: Class 6 contains 29531 members 
Mstep: Class 7 contains 31473 members 
Mstep: Class 10 contains 15347 members 
Mstep: Class 11 contains 9515 members 
Mstep: Class 12 contains 3903 members 
Mstep: Class 13 contains 2914 members 
Mstep: Class 14 contains 7827 members 
Mstep: Class 15 contains 73883 members 
Mstep: Class 16 contains 3186 members 
Mstep: Class 17 contains 14443 members 
Mstep: Class 19 contains 107224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35919768.000000 Penalty: 48170.121094
Iteration 39Q: 23 clusters Score -3.591977e+07 nChanged 16083
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 87927 members 
Mstep: Class 2 contains 7784 members 
Mstep: Class 3 contains 7484 members 
Mstep: Class 4 contains 6275 members 
Mstep: Class 5 contains 72277 members 
Mstep: Class 6 contains 29558 members 
Mstep: Class 7 contains 32649 members 
Mstep: Class 8 contains 6095 members 
Mstep: Class 9 contains 6773 members 
Mstep: Class 10 contains 15533 members 
Mstep: Class 11 contains 9747 members 
Mstep: Class 12 contains 4171 members 
Mstep: Class 13 contains 2860 members 
Mstep: Class 14 contains 7981 members 
Mstep: Class 15 contains 75399 members 
Mstep: Class 16 contains 3198 members 
Mstep: Class 17 contains 14405 members 
Mstep: Class 18 contains 987 members 
Mstep: Class 19 contains 107414 members 
Mstep: Class 20 contains 6187 members 
Mstep: Class 21 contains 5043 members 
Mstep: Class 22 contains 201055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35927144.000000 Penalty: 48170.121094
Iteration 40F: 23 clusters Score -3.592714e+07 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 88044 members 
Mstep: Class 2 contains 7760 members 
Mstep: Class 3 contains 7401 members 
Mstep: Class 4 contains 6564 members 
Mstep: Class 5 contains 71848 members 
Mstep: Class 6 contains 29571 members 
Mstep: Class 7 contains 32839 members 
Mstep: Class 8 contains 6545 members 
Mstep: Class 9 contains 7109 members 
Mstep: Class 10 contains 15609 members 
Mstep: Class 11 contains 9607 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 13 contains 2819 members 
Mstep: Class 14 contains 7935 members 
Mstep: Class 15 contains 76247 members 
Mstep: Class 16 contains 3199 members 
Mstep: Class 17 contains 14414 members 
Mstep: Class 18 contains 1038 members 
Mstep: Class 19 contains 107488 members 
Mstep: Class 20 contains 6081 members 
Mstep: Class 21 contains 5437 members 
Mstep: Class 22 contains 198943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35928832.000000 Penalty: 48170.121094
Iteration 41Q: 23 clusters Score -3.592883e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 88197 members 
Mstep: Class 2 contains 7722 members 
Mstep: Class 3 contains 7371 members 
Mstep: Class 4 contains 6895 members 
Mstep: Class 5 contains 71596 members 
Mstep: Class 6 contains 29593 members 
Mstep: Class 7 contains 32967 members 
Mstep: Class 8 contains 6819 members 
Mstep: Class 9 contains 7418 members 
Mstep: Class 10 contains 15620 members 
Mstep: Class 11 contains 9491 members 
Mstep: Class 12 contains 4402 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 7913 members 
Mstep: Class 15 contains 76970 members 
Mstep: Class 16 contains 3200 members 
Mstep: Class 17 contains 14419 members 
Mstep: Class 18 contains 1055 members 
Mstep: Class 19 contains 107586 members 
Mstep: Class 20 contains 5963 members 
Mstep: Class 21 contains 5666 members 
Mstep: Class 22 contains 197152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35929704.000000 Penalty: 48170.121094
Iteration 42Q: 23 clusters Score -3.59297e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 88299 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 7366 members 
Mstep: Class 4 contains 7207 members 
Mstep: Class 5 contains 71397 members 
Mstep: Class 6 contains 29606 members 
Mstep: Class 7 contains 33055 members 
Mstep: Class 8 contains 7009 members 
Mstep: Class 9 contains 7701 members 
Mstep: Class 10 contains 15618 members 
Mstep: Class 11 contains 9370 members 
Mstep: Class 12 contains 4474 members 
Mstep: Class 13 contains 2813 members 
Mstep: Class 14 contains 7897 members 
Mstep: Class 15 contains 77489 members 
Mstep: Class 16 contains 3203 members 
Mstep: Class 17 contains 14420 members 
Mstep: Class 18 contains 1065 members 
Mstep: Class 19 contains 107693 members 
Mstep: Class 20 contains 5852 members 
Mstep: Class 21 contains 5858 members 
Mstep: Class 22 contains 195720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35930368.000000 Penalty: 48170.121094
Iteration 43Q: 23 clusters Score -3.593037e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 88317 members 
Mstep: Class 2 contains 7679 members 
Mstep: Class 3 contains 7368 members 
Mstep: Class 4 contains 7467 members 
Mstep: Class 5 contains 71252 members 
Mstep: Class 6 contains 29624 members 
Mstep: Class 7 contains 33110 members 
Mstep: Class 8 contains 7130 members 
Mstep: Class 9 contains 7988 members 
Mstep: Class 10 contains 15601 members 
Mstep: Class 11 contains 9281 members 
Mstep: Class 12 contains 4533 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 7876 members 
Mstep: Class 15 contains 77920 members 
Mstep: Class 16 contains 3203 members 
Mstep: Class 17 contains 14415 members 
Mstep: Class 18 contains 1068 members 
Mstep: Class 19 contains 107731 members 
Mstep: Class 20 contains 5727 members 
Mstep: Class 21 contains 6011 members 
Mstep: Class 22 contains 194619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35930836.000000 Penalty: 48170.121094
Iteration 44Q: 23 clusters Score -3.593084e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 88309 members 
Mstep: Class 2 contains 7658 members 
Mstep: Class 3 contains 7371 members 
Mstep: Class 4 contains 7703 members 
Mstep: Class 5 contains 71132 members 
Mstep: Class 6 contains 29652 members 
Mstep: Class 7 contains 33135 members 
Mstep: Class 8 contains 7218 members 
Mstep: Class 9 contains 8265 members 
Mstep: Class 10 contains 15593 members 
Mstep: Class 11 contains 9207 members 
Mstep: Class 12 contains 4592 members 
Mstep: Class 13 contains 2987 members 
Mstep: Class 14 contains 7856 members 
Mstep: Class 15 contains 78255 members 
Mstep: Class 16 contains 3202 members 
Mstep: Class 17 contains 14417 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107764 members 
Mstep: Class 20 contains 5594 members 
Mstep: Class 21 contains 6122 members 
Mstep: Class 22 contains 193706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35931188.000000 Penalty: 48170.121094
Iteration 45Q: 23 clusters Score -3.593119e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88264 members 
Mstep: Class 2 contains 7644 members 
Mstep: Class 3 contains 7383 members 
Mstep: Class 4 contains 7903 members 
Mstep: Class 5 contains 71062 members 
Mstep: Class 6 contains 29653 members 
Mstep: Class 7 contains 33111 members 
Mstep: Class 8 contains 7280 members 
Mstep: Class 9 contains 8542 members 
Mstep: Class 10 contains 15578 members 
Mstep: Class 11 contains 9134 members 
Mstep: Class 12 contains 4645 members 
Mstep: Class 13 contains 3116 members 
Mstep: Class 14 contains 7841 members 
Mstep: Class 15 contains 78546 members 
Mstep: Class 16 contains 3203 members 
Mstep: Class 17 contains 14411 members 
Mstep: Class 18 contains 1070 members 
Mstep: Class 19 contains 107789 members 
Mstep: Class 20 contains 5443 members 
Mstep: Class 21 contains 6219 members 
Mstep: Class 22 contains 192973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35931548.000000 Penalty: 48170.121094
Iteration 46Q: 23 clusters Score -3.593155e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88205 members 
Mstep: Class 2 contains 7626 members 
Mstep: Class 3 contains 7402 members 
Mstep: Class 4 contains 8065 members 
Mstep: Class 5 contains 71020 members 
Mstep: Class 6 contains 29640 members 
Mstep: Class 7 contains 33108 members 
Mstep: Class 8 contains 7334 members 
Mstep: Class 9 contains 8792 members 
Mstep: Class 10 contains 15564 members 
Mstep: Class 11 contains 9059 members 
Mstep: Class 12 contains 4691 members 
Mstep: Class 13 contains 3256 members 
Mstep: Class 14 contains 7824 members 
Mstep: Class 15 contains 78781 members 
Mstep: Class 16 contains 3202 members 
Mstep: Class 17 contains 14411 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107814 members 
Mstep: Class 20 contains 5286 members 
Mstep: Class 21 contains 6305 members 
Mstep: Class 22 contains 192354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35931692.000000 Penalty: 48170.121094
Iteration 47Q: 23 clusters Score -3.593169e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88157 members 
Mstep: Class 2 contains 7605 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 8224 members 
Mstep: Class 5 contains 70993 members 
Mstep: Class 6 contains 29635 members 
Mstep: Class 7 contains 33114 members 
Mstep: Class 8 contains 7374 members 
Mstep: Class 9 contains 9035 members 
Mstep: Class 10 contains 15557 members 
Mstep: Class 11 contains 8993 members 
Mstep: Class 12 contains 4737 members 
Mstep: Class 13 contains 3371 members 
Mstep: Class 14 contains 7816 members 
Mstep: Class 15 contains 78962 members 
Mstep: Class 16 contains 3200 members 
Mstep: Class 17 contains 14409 members 
Mstep: Class 18 contains 1070 members 
Mstep: Class 19 contains 107849 members 
Mstep: Class 20 contains 5113 members 
Mstep: Class 21 contains 6374 members 
Mstep: Class 22 contains 191813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932056.000000 Penalty: 48170.121094
Iteration 48Q: 23 clusters Score -3.593206e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88094 members 
Mstep: Class 2 contains 7580 members 
Mstep: Class 3 contains 7407 members 
Mstep: Class 4 contains 8381 members 
Mstep: Class 5 contains 70969 members 
Mstep: Class 6 contains 29628 members 
Mstep: Class 7 contains 33135 members 
Mstep: Class 8 contains 7401 members 
Mstep: Class 9 contains 9266 members 
Mstep: Class 10 contains 15551 members 
Mstep: Class 11 contains 8929 members 
Mstep: Class 12 contains 4772 members 
Mstep: Class 13 contains 3477 members 
Mstep: Class 14 contains 7791 members 
Mstep: Class 15 contains 79127 members 
Mstep: Class 16 contains 3200 members 
Mstep: Class 17 contains 14407 members 
Mstep: Class 18 contains 1075 members 
Mstep: Class 19 contains 107878 members 
Mstep: Class 20 contains 4953 members 
Mstep: Class 21 contains 6433 members 
Mstep: Class 22 contains 191356 members 
Entering Unmasked Estep 
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Iteration 49Q: 23 clusters Score -3.593217e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88035 members 
Mstep: Class 2 contains 7562 members 
Mstep: Class 3 contains 7423 members 
Mstep: Class 4 contains 8513 members 
Mstep: Class 5 contains 70946 members 
Mstep: Class 6 contains 29624 members 
Mstep: Class 7 contains 33131 members 
Mstep: Class 8 contains 7421 members 
Mstep: Class 9 contains 9493 members 
Mstep: Class 10 contains 15553 members 
Mstep: Class 11 contains 8878 members 
Mstep: Class 12 contains 4804 members 
Mstep: Class 13 contains 3584 members 
Mstep: Class 14 contains 7773 members 
Mstep: Class 15 contains 79238 members 
Mstep: Class 16 contains 3199 members 
Mstep: Class 17 contains 14408 members 
Mstep: Class 18 contains 1082 members 
Mstep: Class 19 contains 107910 members 
Mstep: Class 20 contains 4811 members 
Mstep: Class 21 contains 6472 members 
Mstep: Class 22 contains 190950 members 
Entering Unmasked Estep 
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Iteration 50Q: 23 clusters Score -3.593236e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87975 members 
Mstep: Class 2 contains 7544 members 
Mstep: Class 3 contains 7425 members 
Mstep: Class 4 contains 8638 members 
Mstep: Class 5 contains 70940 members 
Mstep: Class 6 contains 29623 members 
Mstep: Class 7 contains 33149 members 
Mstep: Class 8 contains 7436 members 
Mstep: Class 9 contains 9725 members 
Mstep: Class 10 contains 15552 members 
Mstep: Class 11 contains 8824 members 
Mstep: Class 12 contains 4837 members 
Mstep: Class 13 contains 3689 members 
Mstep: Class 14 contains 7739 members 
Mstep: Class 15 contains 79294 members 
Mstep: Class 16 contains 3200 members 
Mstep: Class 17 contains 14410 members 
Mstep: Class 18 contains 1087 members 
Mstep: Class 19 contains 107936 members 
Mstep: Class 20 contains 4666 members 
Mstep: Class 21 contains 6493 members 
Mstep: Class 22 contains 190628 members 
Entering Unmasked Estep 
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Iteration 51Q: 23 clusters Score -3.593249e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87935 members 
Mstep: Class 2 contains 7524 members 
Mstep: Class 3 contains 7424 members 
Mstep: Class 4 contains 8763 members 
Mstep: Class 5 contains 70932 members 
Mstep: Class 6 contains 29622 members 
Mstep: Class 7 contains 33157 members 
Mstep: Class 8 contains 7441 members 
Mstep: Class 9 contains 9952 members 
Mstep: Class 10 contains 15549 members 
Mstep: Class 11 contains 8794 members 
Mstep: Class 12 contains 4875 members 
Mstep: Class 13 contains 3760 members 
Mstep: Class 14 contains 7703 members 
Mstep: Class 15 contains 79363 members 
Mstep: Class 16 contains 3200 members 
Mstep: Class 17 contains 14409 members 
Mstep: Class 18 contains 1090 members 
Mstep: Class 19 contains 107943 members 
Mstep: Class 20 contains 4508 members 
Mstep: Class 21 contains 6513 members 
Mstep: Class 22 contains 190353 members 
Entering Unmasked Estep 
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Iteration 52Q: 23 clusters Score -3.59326e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87898 members 
Mstep: Class 2 contains 7504 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 8878 members 
Mstep: Class 5 contains 70927 members 
Mstep: Class 6 contains 29612 members 
Mstep: Class 7 contains 33173 members 
Mstep: Class 8 contains 7454 members 
Mstep: Class 9 contains 10169 members 
Mstep: Class 10 contains 15552 members 
Mstep: Class 11 contains 8763 members 
Mstep: Class 12 contains 4895 members 
Mstep: Class 13 contains 3836 members 
Mstep: Class 14 contains 7677 members 
Mstep: Class 15 contains 79399 members 
Mstep: Class 16 contains 3198 members 
Mstep: Class 17 contains 14410 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 107939 members 
Mstep: Class 20 contains 4366 members 
Mstep: Class 21 contains 6533 members 
Mstep: Class 22 contains 190127 members 
Entering Unmasked Estep 
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Iteration 53Q: 23 clusters Score -3.593276e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87873 members 
Mstep: Class 2 contains 7487 members 
Mstep: Class 3 contains 7404 members 
Mstep: Class 4 contains 9019 members 
Mstep: Class 5 contains 70919 members 
Mstep: Class 6 contains 29610 members 
Mstep: Class 7 contains 33190 members 
Mstep: Class 8 contains 7464 members 
Mstep: Class 9 contains 10326 members 
Mstep: Class 10 contains 15553 members 
Mstep: Class 11 contains 8735 members 
Mstep: Class 12 contains 4916 members 
Mstep: Class 13 contains 3898 members 
Mstep: Class 14 contains 7658 members 
Mstep: Class 15 contains 79453 members 
Mstep: Class 16 contains 3197 members 
Mstep: Class 17 contains 14410 members 
Mstep: Class 18 contains 1091 members 
Mstep: Class 19 contains 107914 members 
Mstep: Class 20 contains 4243 members 
Mstep: Class 21 contains 6549 members 
Mstep: Class 22 contains 189901 members 
Entering Unmasked Estep 
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Iteration 54Q: 23 clusters Score -3.593283e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87860 members 
Mstep: Class 2 contains 7478 members 
Mstep: Class 3 contains 7406 members 
Mstep: Class 4 contains 9139 members 
Mstep: Class 5 contains 70910 members 
Mstep: Class 6 contains 29605 members 
Mstep: Class 7 contains 33208 members 
Mstep: Class 8 contains 7473 members 
Mstep: Class 9 contains 10468 members 
Mstep: Class 10 contains 15543 members 
Mstep: Class 11 contains 8716 members 
Mstep: Class 12 contains 4925 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 7634 members 
Mstep: Class 15 contains 79482 members 
Mstep: Class 16 contains 3196 members 
Mstep: Class 17 contains 14412 members 
Mstep: Class 18 contains 1095 members 
Mstep: Class 19 contains 107892 members 
Mstep: Class 20 contains 4139 members 
Mstep: Class 21 contains 6560 members 
Mstep: Class 22 contains 189724 members 
Entering Unmasked Estep 
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Iteration 55Q: 23 clusters Score -3.593283e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87821 members 
Mstep: Class 2 contains 7474 members 
Mstep: Class 3 contains 7408 members 
Mstep: Class 4 contains 9242 members 
Mstep: Class 5 contains 70897 members 
Mstep: Class 6 contains 29607 members 
Mstep: Class 7 contains 33224 members 
Mstep: Class 8 contains 7481 members 
Mstep: Class 9 contains 10588 members 
Mstep: Class 10 contains 15536 members 
Mstep: Class 11 contains 8703 members 
Mstep: Class 12 contains 4938 members 
Mstep: Class 13 contains 3996 members 
Mstep: Class 14 contains 7600 members 
Mstep: Class 15 contains 79526 members 
Mstep: Class 16 contains 3196 members 
Mstep: Class 17 contains 14410 members 
Mstep: Class 18 contains 1097 members 
Mstep: Class 19 contains 107883 members 
Mstep: Class 20 contains 4052 members 
Mstep: Class 21 contains 6566 members 
Mstep: Class 22 contains 189565 members 
Entering Unmasked Estep 
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Iteration 56Q: 23 clusters Score -3.593284e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87793 members 
Mstep: Class 2 contains 7469 members 
Mstep: Class 3 contains 7412 members 
Mstep: Class 4 contains 9344 members 
Mstep: Class 5 contains 70887 members 
Mstep: Class 6 contains 29611 members 
Mstep: Class 7 contains 33233 members 
Mstep: Class 8 contains 7487 members 
Mstep: Class 9 contains 10687 members 
Mstep: Class 10 contains 15525 members 
Mstep: Class 11 contains 8693 members 
Mstep: Class 12 contains 4947 members 
Mstep: Class 13 contains 4027 members 
Mstep: Class 14 contains 7573 members 
Mstep: Class 15 contains 79565 members 
Mstep: Class 16 contains 3196 members 
Mstep: Class 17 contains 14411 members 
Mstep: Class 18 contains 1097 members 
Mstep: Class 19 contains 107876 members 
Mstep: Class 20 contains 3966 members 
Mstep: Class 21 contains 6574 members 
Mstep: Class 22 contains 189437 members 
Entering Unmasked Estep 
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Iteration 57Q: 23 clusters Score -3.593295e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87763 members 
Mstep: Class 2 contains 7464 members 
Mstep: Class 3 contains 7415 members 
Mstep: Class 4 contains 9431 members 
Mstep: Class 5 contains 70884 members 
Mstep: Class 6 contains 29610 members 
Mstep: Class 7 contains 33234 members 
Mstep: Class 8 contains 7494 members 
Mstep: Class 9 contains 10755 members 
Mstep: Class 10 contains 15520 members 
Mstep: Class 11 contains 8682 members 
Mstep: Class 12 contains 4960 members 
Mstep: Class 13 contains 4056 members 
Mstep: Class 14 contains 7547 members 
Mstep: Class 15 contains 79604 members 
Mstep: Class 16 contains 3196 members 
Mstep: Class 17 contains 14413 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 107863 members 
Mstep: Class 20 contains 3905 members 
Mstep: Class 21 contains 6583 members 
Mstep: Class 22 contains 189332 members 
Entering Unmasked Estep 
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Iteration 58Q: 23 clusters Score -3.593305e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87738 members 
Mstep: Class 2 contains 7457 members 
Mstep: Class 3 contains 7417 members 
Mstep: Class 4 contains 9513 members 
Mstep: Class 5 contains 70876 members 
Mstep: Class 6 contains 29614 members 
Mstep: Class 7 contains 33258 members 
Mstep: Class 8 contains 7502 members 
Mstep: Class 9 contains 10808 members 
Mstep: Class 10 contains 15520 members 
Mstep: Class 11 contains 8666 members 
Mstep: Class 12 contains 4971 members 
Mstep: Class 13 contains 4088 members 
Mstep: Class 14 contains 7511 members 
Mstep: Class 15 contains 79622 members 
Mstep: Class 16 contains 3196 members 
Mstep: Class 17 contains 14414 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 107856 members 
Mstep: Class 20 contains 3852 members 
Mstep: Class 21 contains 6591 members 
Mstep: Class 22 contains 189240 members 
Entering Unmasked Estep 
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Iteration 59Q: 23 clusters Score -3.593299e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87722 members 
Mstep: Class 2 contains 7454 members 
Mstep: Class 3 contains 7413 members 
Mstep: Class 4 contains 9591 members 
Mstep: Class 5 contains 70865 members 
Mstep: Class 6 contains 29620 members 
Mstep: Class 7 contains 33263 members 
Mstep: Class 8 contains 7512 members 
Mstep: Class 9 contains 10865 members 
Mstep: Class 10 contains 15510 members 
Mstep: Class 11 contains 8653 members 
Mstep: Class 12 contains 4984 members 
Mstep: Class 13 contains 4117 members 
Mstep: Class 14 contains 7482 members 
Mstep: Class 15 contains 79642 members 
Mstep: Class 16 contains 3196 members 
Mstep: Class 17 contains 14414 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 107851 members 
Mstep: Class 20 contains 3804 members 
Mstep: Class 21 contains 6596 members 
Mstep: Class 22 contains 189156 members 
Entering Unmasked Estep 
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Iteration 60F: 23 clusters Score -3.593318e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87700 members 
Mstep: Class 2 contains 7451 members 
Mstep: Class 3 contains 7416 members 
Mstep: Class 4 contains 9661 members 
Mstep: Class 5 contains 70856 members 
Mstep: Class 6 contains 29623 members 
Mstep: Class 7 contains 33272 members 
Mstep: Class 8 contains 7522 members 
Mstep: Class 9 contains 10958 members 
Mstep: Class 10 contains 15508 members 
Mstep: Class 11 contains 8645 members 
Mstep: Class 12 contains 4997 members 
Mstep: Class 13 contains 4151 members 
Mstep: Class 14 contains 7446 members 
Mstep: Class 15 contains 79664 members 
Mstep: Class 16 contains 3196 members 
Mstep: Class 17 contains 14413 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 107841 members 
Mstep: Class 20 contains 3712 members 
Mstep: Class 21 contains 6598 members 
Mstep: Class 22 contains 189080 members 
Entering Unmasked Estep 
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Iteration 61Q: 23 clusters Score -3.593314e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87689 members 
Mstep: Class 2 contains 7445 members 
Mstep: Class 3 contains 7413 members 
Mstep: Class 4 contains 9723 members 
Mstep: Class 5 contains 70856 members 
Mstep: Class 6 contains 29621 members 
Mstep: Class 7 contains 33274 members 
Mstep: Class 8 contains 7529 members 
Mstep: Class 9 contains 11053 members 
Mstep: Class 10 contains 15509 members 
Mstep: Class 11 contains 8628 members 
Mstep: Class 12 contains 5008 members 
Mstep: Class 13 contains 4175 members 
Mstep: Class 14 contains 7420 members 
Mstep: Class 15 contains 79690 members 
Mstep: Class 16 contains 3195 members 
Mstep: Class 17 contains 14413 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 107832 members 
Mstep: Class 20 contains 3622 members 
Mstep: Class 21 contains 6600 members 
Mstep: Class 22 contains 189015 members 
Entering Unmasked Estep 
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Iteration 62Q: 23 clusters Score -3.593322e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87669 members 
Mstep: Class 2 contains 7441 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 9774 members 
Mstep: Class 5 contains 70855 members 
Mstep: Class 6 contains 29623 members 
Mstep: Class 7 contains 33272 members 
Mstep: Class 8 contains 7535 members 
Mstep: Class 9 contains 11128 members 
Mstep: Class 10 contains 15509 members 
Mstep: Class 11 contains 8616 members 
Mstep: Class 12 contains 5017 members 
Mstep: Class 13 contains 4196 members 
Mstep: Class 14 contains 7400 members 
Mstep: Class 15 contains 79714 members 
Mstep: Class 16 contains 3195 members 
Mstep: Class 17 contains 14413 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 107832 members 
Mstep: Class 20 contains 3551 members 
Mstep: Class 21 contains 6601 members 
Mstep: Class 22 contains 188959 members 
Entering Unmasked Estep 
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Iteration 63Q: 23 clusters Score -3.593328e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87653 members 
Mstep: Class 2 contains 7440 members 
Mstep: Class 3 contains 7404 members 
Mstep: Class 4 contains 9816 members 
Mstep: Class 5 contains 70853 members 
Mstep: Class 6 contains 29624 members 
Mstep: Class 7 contains 33286 members 
Mstep: Class 8 contains 7542 members 
Mstep: Class 9 contains 11165 members 
Mstep: Class 10 contains 15509 members 
Mstep: Class 11 contains 8605 members 
Mstep: Class 12 contains 5025 members 
Mstep: Class 13 contains 4218 members 
Mstep: Class 14 contains 7369 members 
Mstep: Class 15 contains 79737 members 
Mstep: Class 16 contains 3195 members 
Mstep: Class 17 contains 14414 members 
Mstep: Class 18 contains 1102 members 
Mstep: Class 19 contains 107831 members 
Mstep: Class 20 contains 3512 members 
Mstep: Class 21 contains 6602 members 
Mstep: Class 22 contains 188908 members 
Entering Unmasked Estep 
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Iteration 64Q: 23 clusters Score -3.593339e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87644 members 
Mstep: Class 2 contains 7436 members 
Mstep: Class 3 contains 7404 members 
Mstep: Class 4 contains 9857 members 
Mstep: Class 5 contains 70852 members 
Mstep: Class 6 contains 29625 members 
Mstep: Class 7 contains 33313 members 
Mstep: Class 8 contains 7549 members 
Mstep: Class 9 contains 11192 members 
Mstep: Class 10 contains 15506 members 
Mstep: Class 11 contains 8597 members 
Mstep: Class 12 contains 5030 members 
Mstep: Class 13 contains 4239 members 
Mstep: Class 14 contains 7336 members 
Mstep: Class 15 contains 79760 members 
Mstep: Class 16 contains 3195 members 
Mstep: Class 17 contains 14415 members 
Mstep: Class 18 contains 1102 members 
Mstep: Class 19 contains 107822 members 
Mstep: Class 20 contains 3470 members 
Mstep: Class 21 contains 6604 members 
Mstep: Class 22 contains 188862 members 
Entering Unmasked Estep 
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Iteration 65Q: 23 clusters Score -3.593339e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87631 members 
Mstep: Class 2 contains 7434 members 
Mstep: Class 3 contains 7411 members 
Mstep: Class 4 contains 9890 members 
Mstep: Class 5 contains 70849 members 
Mstep: Class 6 contains 29621 members 
Mstep: Class 7 contains 33325 members 
Mstep: Class 8 contains 7556 members 
Mstep: Class 9 contains 11223 members 
Mstep: Class 10 contains 15503 members 
Mstep: Class 11 contains 8591 members 
Mstep: Class 12 contains 5037 members 
Mstep: Class 13 contains 4259 members 
Mstep: Class 14 contains 7315 members 
Mstep: Class 15 contains 79776 members 
Mstep: Class 16 contains 3195 members 
Mstep: Class 17 contains 14414 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 107830 members 
Mstep: Class 20 contains 3432 members 
Mstep: Class 21 contains 6606 members 
Mstep: Class 22 contains 188808 members 
Entering Unmasked Estep 
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Iteration 66Q: 23 clusters Score -3.593334e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87609 members 
Mstep: Class 2 contains 7430 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 9937 members 
Mstep: Class 5 contains 70846 members 
Mstep: Class 6 contains 29619 members 
Mstep: Class 7 contains 33315 members 
Mstep: Class 8 contains 7560 members 
Mstep: Class 9 contains 11268 members 
Mstep: Class 10 contains 15504 members 
Mstep: Class 11 contains 8577 members 
Mstep: Class 12 contains 5041 members 
Mstep: Class 13 contains 4284 members 
Mstep: Class 14 contains 7294 members 
Mstep: Class 15 contains 79797 members 
Mstep: Class 16 contains 3195 members 
Mstep: Class 17 contains 14412 members 
Mstep: Class 18 contains 1109 members 
Mstep: Class 19 contains 107833 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 6610 members 
Mstep: Class 22 contains 188763 members 
Entering Unmasked Estep 
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Iteration 67Q: 23 clusters Score -3.593336e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87588 members 
Mstep: Class 2 contains 7430 members 
Mstep: Class 3 contains 7397 members 
Mstep: Class 4 contains 9975 members 
Mstep: Class 5 contains 70844 members 
Mstep: Class 6 contains 29616 members 
Mstep: Class 7 contains 33336 members 
Mstep: Class 8 contains 7565 members 
Mstep: Class 9 contains 11299 members 
Mstep: Class 10 contains 15504 members 
Mstep: Class 11 contains 8567 members 
Mstep: Class 12 contains 5045 members 
Mstep: Class 13 contains 4300 members 
Mstep: Class 14 contains 7266 members 
Mstep: Class 15 contains 79809 members 
Mstep: Class 16 contains 3195 members 
Mstep: Class 17 contains 14412 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 107837 members 
Mstep: Class 20 contains 3368 members 
Mstep: Class 21 contains 6613 members 
Mstep: Class 22 contains 188731 members 
Entering Unmasked Estep 
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Iteration 68Q: 23 clusters Score -3.593339e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87578 members 
Mstep: Class 2 contains 7428 members 
Mstep: Class 3 contains 7396 members 
Mstep: Class 4 contains 10006 members 
Mstep: Class 5 contains 70840 members 
Mstep: Class 6 contains 29614 members 
Mstep: Class 7 contains 33352 members 
Mstep: Class 8 contains 7568 members 
Mstep: Class 9 contains 11328 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 8562 members 
Mstep: Class 12 contains 5047 members 
Mstep: Class 13 contains 4315 members 
Mstep: Class 14 contains 7250 members 
Mstep: Class 15 contains 79822 members 
Mstep: Class 16 contains 3195 members 
Mstep: Class 17 contains 14412 members 
Mstep: Class 18 contains 1115 members 
Mstep: Class 19 contains 107826 members 
Mstep: Class 20 contains 3340 members 
Mstep: Class 21 contains 6616 members 
Mstep: Class 22 contains 188699 members 
Entering Unmasked Estep 
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Iteration 69Q: 23 clusters Score -3.593348e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87566 members 
Mstep: Class 2 contains 7426 members 
Mstep: Class 3 contains 7390 members 
Mstep: Class 4 contains 10035 members 
Mstep: Class 5 contains 70839 members 
Mstep: Class 6 contains 29612 members 
Mstep: Class 7 contains 33358 members 
Mstep: Class 8 contains 7568 members 
Mstep: Class 9 contains 11363 members 
Mstep: Class 10 contains 15499 members 
Mstep: Class 11 contains 8558 members 
Mstep: Class 12 contains 5044 members 
Mstep: Class 13 contains 4334 members 
Mstep: Class 14 contains 7236 members 
Mstep: Class 15 contains 79833 members 
Mstep: Class 16 contains 3195 members 
Mstep: Class 17 contains 14412 members 
Mstep: Class 18 contains 1117 members 
Mstep: Class 19 contains 107818 members 
Mstep: Class 20 contains 3314 members 
Mstep: Class 21 contains 6617 members 
Mstep: Class 22 contains 188676 members 
Entering Unmasked Estep 
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Iteration 70Q: 23 clusters Score -3.59335e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87563 members 
Mstep: Class 2 contains 7422 members 
Mstep: Class 3 contains 7380 members 
Mstep: Class 4 contains 10062 members 
Mstep: Class 5 contains 70839 members 
Mstep: Class 6 contains 29612 members 
Mstep: Class 7 contains 33371 members 
Mstep: Class 8 contains 7570 members 
Mstep: Class 9 contains 11392 members 
Mstep: Class 10 contains 15499 members 
Mstep: Class 11 contains 8559 members 
Mstep: Class 12 contains 5041 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 7222 members 
Mstep: Class 15 contains 79840 members 
Mstep: Class 16 contains 3195 members 
Mstep: Class 17 contains 14413 members 
Mstep: Class 18 contains 1116 members 
Mstep: Class 19 contains 107819 members 
Mstep: Class 20 contains 3287 members 
Mstep: Class 21 contains 6619 members 
Mstep: Class 22 contains 188641 members 
Entering Unmasked Estep 
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Iteration 71Q: 23 clusters Score -3.593355e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87549 members 
Mstep: Class 2 contains 7421 members 
Mstep: Class 3 contains 7380 members 
Mstep: Class 4 contains 10076 members 
Mstep: Class 5 contains 70838 members 
Mstep: Class 6 contains 29611 members 
Mstep: Class 7 contains 33376 members 
Mstep: Class 8 contains 7572 members 
Mstep: Class 9 contains 11415 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 8553 members 
Mstep: Class 12 contains 5042 members 
Mstep: Class 13 contains 4359 members 
Mstep: Class 14 contains 7218 members 
Mstep: Class 15 contains 79853 members 
Mstep: Class 16 contains 3195 members 
Mstep: Class 17 contains 14412 members 
Mstep: Class 18 contains 1116 members 
Mstep: Class 19 contains 107824 members 
Mstep: Class 20 contains 3269 members 
Mstep: Class 21 contains 6621 members 
Mstep: Class 22 contains 188609 members 
Entering Unmasked Estep 
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Iteration 72Q: 23 clusters Score -3.593358e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87541 members 
Mstep: Class 2 contains 7420 members 
Mstep: Class 3 contains 7383 members 
Mstep: Class 4 contains 10090 members 
Mstep: Class 5 contains 70838 members 
Mstep: Class 6 contains 29611 members 
Mstep: Class 7 contains 33382 members 
Mstep: Class 8 contains 7575 members 
Mstep: Class 9 contains 11429 members 
Mstep: Class 10 contains 15500 members 
Mstep: Class 11 contains 8547 members 
Mstep: Class 12 contains 5040 members 
Mstep: Class 13 contains 4370 members 
Mstep: Class 14 contains 7206 members 
Mstep: Class 15 contains 79864 members 
Mstep: Class 16 contains 3196 members 
Mstep: Class 17 contains 14411 members 
Mstep: Class 18 contains 1116 members 
Mstep: Class 19 contains 107828 members 
Mstep: Class 20 contains 3253 members 
Mstep: Class 21 contains 6622 members 
Mstep: Class 22 contains 188588 members 
Entering Unmasked Estep 
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Iteration 73Q: 23 clusters Score -3.593355e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87534 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 7385 members 
Mstep: Class 4 contains 10104 members 
Mstep: Class 5 contains 70839 members 
Mstep: Class 6 contains 29612 members 
Mstep: Class 7 contains 33392 members 
Mstep: Class 8 contains 7575 members 
Mstep: Class 9 contains 11450 members 
Mstep: Class 10 contains 15503 members 
Mstep: Class 11 contains 8539 members 
Mstep: Class 12 contains 5041 members 
Mstep: Class 13 contains 4370 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 79879 members 
Mstep: Class 16 contains 3196 members 
Mstep: Class 17 contains 14410 members 
Mstep: Class 18 contains 1115 members 
Mstep: Class 19 contains 107825 members 
Mstep: Class 20 contains 3227 members 
Mstep: Class 21 contains 6624 members 
Mstep: Class 22 contains 188575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933500.000000 Penalty: 48170.121094
Iteration 74Q: 23 clusters Score -3.59335e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87530 members 
Mstep: Class 2 contains 7417 members 
Mstep: Class 3 contains 7391 members 
Mstep: Class 4 contains 10111 members 
Mstep: Class 5 contains 70841 members 
Mstep: Class 6 contains 29613 members 
Mstep: Class 7 contains 33400 members 
Mstep: Class 8 contains 7576 members 
Mstep: Class 9 contains 11464 members 
Mstep: Class 10 contains 15502 members 
Mstep: Class 11 contains 8532 members 
Mstep: Class 12 contains 5042 members 
Mstep: Class 13 contains 4375 members 
Mstep: Class 14 contains 7189 members 
Mstep: Class 15 contains 79895 members 
Mstep: Class 16 contains 3196 members 
Mstep: Class 17 contains 14405 members 
Mstep: Class 18 contains 1115 members 
Mstep: Class 19 contains 107820 members 
Mstep: Class 20 contains 3212 members 
Mstep: Class 21 contains 6625 members 
Mstep: Class 22 contains 188559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933528.000000 Penalty: 48170.121094
Iteration 75Q: 23 clusters Score -3.593353e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87520 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 7392 members 
Mstep: Class 4 contains 10114 members 
Mstep: Class 5 contains 70841 members 
Mstep: Class 6 contains 29612 members 
Mstep: Class 7 contains 33408 members 
Mstep: Class 8 contains 7577 members 
Mstep: Class 9 contains 11475 members 
Mstep: Class 10 contains 15500 members 
Mstep: Class 11 contains 8533 members 
Mstep: Class 12 contains 5041 members 
Mstep: Class 13 contains 4385 members 
Mstep: Class 14 contains 7185 members 
Mstep: Class 15 contains 79908 members 
Mstep: Class 16 contains 3196 members 
Mstep: Class 17 contains 14401 members 
Mstep: Class 18 contains 1115 members 
Mstep: Class 19 contains 107815 members 
Mstep: Class 20 contains 3196 members 
Mstep: Class 21 contains 6626 members 
Mstep: Class 22 contains 188551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933516.000000 Penalty: 48170.121094
Iteration 76Q: 23 clusters Score -3.593352e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87516 members 
Mstep: Class 2 contains 7417 members 
Mstep: Class 3 contains 7393 members 
Mstep: Class 4 contains 10123 members 
Mstep: Class 5 contains 70840 members 
Mstep: Class 6 contains 29612 members 
Mstep: Class 7 contains 33419 members 
Mstep: Class 8 contains 7577 members 
Mstep: Class 9 contains 11477 members 
Mstep: Class 10 contains 15499 members 
Mstep: Class 11 contains 8531 members 
Mstep: Class 12 contains 5041 members 
Mstep: Class 13 contains 4391 members 
Mstep: Class 14 contains 7180 members 
Mstep: Class 15 contains 79913 members 
Mstep: Class 16 contains 3196 members 
Mstep: Class 17 contains 14401 members 
Mstep: Class 18 contains 1115 members 
Mstep: Class 19 contains 107808 members 
Mstep: Class 20 contains 3189 members 
Mstep: Class 21 contains 6627 members 
Mstep: Class 22 contains 188545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933576.000000 Penalty: 48170.121094
Iteration 77Q: 23 clusters Score -3.593358e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87508 members 
Mstep: Class 2 contains 7417 members 
Mstep: Class 3 contains 7392 members 
Mstep: Class 4 contains 10130 members 
Mstep: Class 5 contains 70840 members 
Mstep: Class 6 contains 29613 members 
Mstep: Class 7 contains 33438 members 
Mstep: Class 8 contains 7577 members 
Mstep: Class 9 contains 11480 members 
Mstep: Class 10 contains 15500 members 
Mstep: Class 11 contains 8527 members 
Mstep: Class 12 contains 5042 members 
Mstep: Class 13 contains 4397 members 
Mstep: Class 14 contains 7172 members 
Mstep: Class 15 contains 79922 members 
Mstep: Class 16 contains 3196 members 
Mstep: Class 17 contains 14401 members 
Mstep: Class 18 contains 1115 members 
Mstep: Class 19 contains 107802 members 
Mstep: Class 20 contains 3177 members 
Mstep: Class 21 contains 6629 members 
Mstep: Class 22 contains 188535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933536.000000 Penalty: 48170.121094
Iteration 78Q: 23 clusters Score -3.593354e+07 nChanged 96
Entering ConstructFrom: 
Score: -35933536.000000 Penalty: 48170.121094
Entering ConstructFrom: 
Trying to split cluster 1 (87506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87506 members 
Entering Unmasked Estep 
Score: -4660280.500000 Penalty: 1849.162598
	Iteration 0F: 2 clusters Score -4660280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -4601795.000000 Penalty: 3698.325195
	Iteration 0F: 3 clusters Score -4601795 nChanged 41711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -4627234.500000 Penalty: 3698.325195
	Iteration 1F: 3 clusters Score -4627234 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -4629445.500000 Penalty: 3698.325195
	Iteration 2Q: 3 clusters Score -4629446 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -4632651.500000 Penalty: 3698.325195
	Iteration 3F: 3 clusters Score -4632652 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -4636449.500000 Penalty: 3698.325195
	Iteration 4F: 3 clusters Score -4636450 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -4640128.000000 Penalty: 3698.325195
	Iteration 5F: 3 clusters Score -4640128 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -4643319.000000 Penalty: 3698.325195
	Iteration 6F: 3 clusters Score -4643319 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -4645920.500000 Penalty: 3698.325195
	Iteration 7F: 3 clusters Score -4645920 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -4647800.000000 Penalty: 3698.325195
	Iteration 8Q: 3 clusters Score -4647800 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -4648939.500000 Penalty: 3698.325195
	Iteration 9Q: 3 clusters Score -4648940 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -4649585.000000 Penalty: 3698.325195
	Iteration 10Q: 3 clusters Score -4649585 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -4650120.500000 Penalty: 3698.325195
	Iteration 11Q: 3 clusters Score -4650120 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -4650510.500000 Penalty: 3698.325195
	Iteration 12Q: 3 clusters Score -4650510 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52516 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -4650913.000000 Penalty: 3698.325195
	Iteration 13Q: 3 clusters Score -4650913 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -4651354.000000 Penalty: 3698.325195
	Iteration 14Q: 3 clusters Score -4651354 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55512 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -4651790.000000 Penalty: 3698.325195
	Iteration 15Q: 3 clusters Score -4651790 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -4652256.000000 Penalty: 3698.325195
	Iteration 16Q: 3 clusters Score -4652256 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -4652678.500000 Penalty: 3698.325195
	Iteration 17Q: 3 clusters Score -4652678 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59978 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -4653113.000000 Penalty: 3698.325195
	Iteration 18Q: 3 clusters Score -4653113 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61454 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -4653556.500000 Penalty: 3698.325195
	Iteration 19Q: 3 clusters Score -4653556 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62937 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -4654044.500000 Penalty: 3698.325195
	Iteration 20F: 3 clusters Score -4654044 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64352 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -4654492.000000 Penalty: 3698.325195
	Iteration 21Q: 3 clusters Score -4654492 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65740 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -4654946.500000 Penalty: 3698.325195
	Iteration 22Q: 3 clusters Score -4654946 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67096 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -4655363.500000 Penalty: 3698.325195
	Iteration 23Q: 3 clusters Score -4655364 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68350 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -4655771.500000 Penalty: 3698.325195
	Iteration 24Q: 3 clusters Score -4655772 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69588 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -4656132.500000 Penalty: 3698.325195
	Iteration 25Q: 3 clusters Score -4656132 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70729 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -4656456.000000 Penalty: 3698.325195
	Iteration 26Q: 3 clusters Score -4656456 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71772 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -4656772.000000 Penalty: 3698.325195
	Iteration 27Q: 3 clusters Score -4656772 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72803 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -4657069.500000 Penalty: 3698.325195
	Iteration 28Q: 3 clusters Score -4657070 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73757 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -4657341.000000 Penalty: 3698.325195
	Iteration 29Q: 3 clusters Score -4657341 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74594 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -4657568.000000 Penalty: 3698.325195
	Iteration 30Q: 3 clusters Score -4657568 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75364 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -4657770.500000 Penalty: 3698.325195
	Iteration 31Q: 3 clusters Score -4657770 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76115 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -4657962.500000 Penalty: 3698.325195
	Iteration 32Q: 3 clusters Score -4657962 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76773 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -4658088.000000 Penalty: 3698.325195
	Iteration 33Q: 3 clusters Score -4658088 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77349 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -4658222.000000 Penalty: 3698.325195
	Iteration 34Q: 3 clusters Score -4658222 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77856 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -4658333.500000 Penalty: 3698.325195
	Iteration 35Q: 3 clusters Score -4658334 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78356 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -4658434.000000 Penalty: 3698.325195
	Iteration 36Q: 3 clusters Score -4658434 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78821 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -4658514.500000 Penalty: 3698.325195
	Iteration 37Q: 3 clusters Score -4658514 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79249 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -4658598.500000 Penalty: 3698.325195
	Iteration 38Q: 3 clusters Score -4658598 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79674 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -4658707.500000 Penalty: 3698.325195
	Iteration 39Q: 3 clusters Score -4658708 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80045 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -4658747.500000 Penalty: 3698.325195
	Iteration 40F: 3 clusters Score -4658748 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80375 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -4658791.500000 Penalty: 3698.325195
	Iteration 41Q: 3 clusters Score -4658792 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80694 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -4658865.000000 Penalty: 3698.325195
	Iteration 42Q: 3 clusters Score -4658865 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80958 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -4658944.000000 Penalty: 3698.325195
	Iteration 43Q: 3 clusters Score -4658944 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81205 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -4658986.000000 Penalty: 3698.325195
	Iteration 44Q: 3 clusters Score -4658986 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81446 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -4659022.000000 Penalty: 3698.325195
	Iteration 45Q: 3 clusters Score -4659022 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81650 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -4659039.500000 Penalty: 3698.325195
	Iteration 46Q: 3 clusters Score -4659040 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81862 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -4659073.500000 Penalty: 3698.325195
	Iteration 47Q: 3 clusters Score -4659074 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82062 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -4659141.500000 Penalty: 3698.325195
	Iteration 48Q: 3 clusters Score -4659142 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82230 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -4659164.500000 Penalty: 3698.325195
	Iteration 49Q: 3 clusters Score -4659164 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82387 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -4659193.500000 Penalty: 3698.325195
	Iteration 50Q: 3 clusters Score -4659194 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82521 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -4659231.500000 Penalty: 3698.325195
	Iteration 51Q: 3 clusters Score -4659232 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82637 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -4659242.500000 Penalty: 3698.325195
	Iteration 52Q: 3 clusters Score -4659242 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82757 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -4659251.000000 Penalty: 3698.325195
	Iteration 53Q: 3 clusters Score -4659251 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82851 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -4659281.000000 Penalty: 3698.325195
	Iteration 54Q: 3 clusters Score -4659281 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82947 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -4659299.000000 Penalty: 3698.325195
	Iteration 55Q: 3 clusters Score -4659299 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83029 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -4659306.000000 Penalty: 3698.325195
	Iteration 56Q: 3 clusters Score -4659306 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83097 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -4659292.500000 Penalty: 3698.325195
	Iteration 57Q: 3 clusters Score -4659292 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83150 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -4659304.500000 Penalty: 3698.325195
	Iteration 58Q: 3 clusters Score -4659304 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83218 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -4659325.000000 Penalty: 3698.325195
	Iteration 59Q: 3 clusters Score -4659325 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83285 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -4659335.000000 Penalty: 3698.325195
	Iteration 60F: 3 clusters Score -4659335 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83355 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -4659337.500000 Penalty: 3698.325195
	Iteration 61Q: 3 clusters Score -4659338 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83423 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -4659339.000000 Penalty: 3698.325195
	Iteration 62Q: 3 clusters Score -4659339 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83501 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -4659351.000000 Penalty: 3698.325195
	Iteration 63Q: 3 clusters Score -4659351 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83561 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -4659367.000000 Penalty: 3698.325195
	Iteration 64Q: 3 clusters Score -4659367 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83619 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -4659365.000000 Penalty: 3698.325195
	Iteration 65Q: 3 clusters Score -4659365 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83664 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -4659379.000000 Penalty: 3698.325195
	Iteration 66Q: 3 clusters Score -4659379 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83690 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -4659381.000000 Penalty: 3698.325195
	Iteration 67Q: 3 clusters Score -4659381 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83728 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -4659404.000000 Penalty: 3698.325195
	Iteration 68Q: 3 clusters Score -4659404 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83767 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -4659410.000000 Penalty: 3698.325195
	Iteration 69Q: 3 clusters Score -4659410 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83797 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -4659413.500000 Penalty: 3698.325195
	Iteration 70Q: 3 clusters Score -4659414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83820 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -4659428.500000 Penalty: 3698.325195
	Iteration 71Q: 3 clusters Score -4659428 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83860 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -4659434.500000 Penalty: 3698.325195
	Iteration 72Q: 3 clusters Score -4659434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83908 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -4659438.000000 Penalty: 3698.325195
	Iteration 73Q: 3 clusters Score -4659438 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83942 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -4659435.500000 Penalty: 3698.325195
	Iteration 74Q: 3 clusters Score -4659436 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83977 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -4659451.000000 Penalty: 3698.325195
	Iteration 75Q: 3 clusters Score -4659451 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84012 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -4659461.000000 Penalty: 3698.325195
	Iteration 76Q: 3 clusters Score -4659461 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84039 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -4659462.500000 Penalty: 3698.325195
	Iteration 77Q: 3 clusters Score -4659462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84056 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -4659464.000000 Penalty: 3698.325195
	Iteration 78Q: 3 clusters Score -4659464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84072 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -4659459.000000 Penalty: 3698.325195
	Iteration 79Q: 3 clusters Score -4659459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84085 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -4659462.000000 Penalty: 3698.325195
	Iteration 80F: 3 clusters Score -4659462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84097 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -4659465.000000 Penalty: 3698.325195
	Iteration 81Q: 3 clusters Score -4659465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84115 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -4659470.000000 Penalty: 3698.325195
	Iteration 82Q: 3 clusters Score -4659470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84133 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -4659480.000000 Penalty: 3698.325195
	Iteration 83Q: 3 clusters Score -4659480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84151 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -4659487.500000 Penalty: 3698.325195
	Iteration 84Q: 3 clusters Score -4659488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84166 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -4659488.000000 Penalty: 3698.325195
	Iteration 85Q: 3 clusters Score -4659488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84185 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -4659488.000000 Penalty: 3698.325195
	Iteration 86Q: 3 clusters Score -4659488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84197 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -4659491.500000 Penalty: 3698.325195
	Iteration 87Q: 3 clusters Score -4659492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84209 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -4659487.000000 Penalty: 3698.325195
	Iteration 88Q: 3 clusters Score -4659487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84228 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -4659479.000000 Penalty: 3698.325195
	Iteration 89Q: 3 clusters Score -4659479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84245 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -4659491.500000 Penalty: 3698.325195
	Iteration 90Q: 3 clusters Score -4659492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84263 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -4659487.000000 Penalty: 3698.325195
	Iteration 91Q: 3 clusters Score -4659487 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84282 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -4659497.500000 Penalty: 3698.325195
	Iteration 92Q: 3 clusters Score -4659498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84299 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -4659498.000000 Penalty: 3698.325195
	Iteration 93Q: 3 clusters Score -4659498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84312 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -4659495.500000 Penalty: 3698.325195
	Iteration 94Q: 3 clusters Score -4659496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84318 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -4659496.000000 Penalty: 3698.325195
	Iteration 95Q: 3 clusters Score -4659496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84324 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -4659505.500000 Penalty: 3698.325195
	Iteration 96Q: 3 clusters Score -4659506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84331 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -4659512.000000 Penalty: 3698.325195
	Iteration 97Q: 3 clusters Score -4659512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84339 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -4659507.000000 Penalty: 3698.325195
	Iteration 98Q: 3 clusters Score -4659507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84345 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -4659511.500000 Penalty: 3698.325195
	Iteration 99Q: 3 clusters Score -4659512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84348 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4659511.500000 Penalty: 3698.325195
	Iteration 100F: 3 clusters Score -4659512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84358 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -4659503.000000 Penalty: 3698.325195
	Iteration 101Q: 3 clusters Score -4659503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84368 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -4659502.500000 Penalty: 3698.325195
	Iteration 102Q: 3 clusters Score -4659502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84382 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -4659507.500000 Penalty: 3698.325195
	Iteration 103Q: 3 clusters Score -4659508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84392 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -4659511.500000 Penalty: 3698.325195
	Iteration 104Q: 3 clusters Score -4659512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84394 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -4659516.000000 Penalty: 3698.325195
	Iteration 105Q: 3 clusters Score -4659516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84401 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -4659512.500000 Penalty: 3698.325195
	Iteration 106Q: 3 clusters Score -4659512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84409 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -4659516.500000 Penalty: 3698.325195
	Iteration 107Q: 3 clusters Score -4659516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84409 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -4659521.500000 Penalty: 3698.325195
	Iteration 108Q: 3 clusters Score -4659522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84416 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -4659518.500000 Penalty: 3698.325195
	Iteration 109Q: 3 clusters Score -4659518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84420 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -4659518.000000 Penalty: 3698.325195
	Iteration 110Q: 3 clusters Score -4659518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84423 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -4659516.500000 Penalty: 3698.325195
	Iteration 111Q: 3 clusters Score -4659516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84428 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -4659518.000000 Penalty: 3698.325195
	Iteration 112Q: 3 clusters Score -4659518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84433 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -4659519.000000 Penalty: 3698.325195
	Iteration 113Q: 3 clusters Score -4659519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84440 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -4659521.500000 Penalty: 3698.325195
	Iteration 114Q: 3 clusters Score -4659522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84446 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -4659522.500000 Penalty: 3698.325195
	Iteration 115Q: 3 clusters Score -4659522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84453 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -4659520.500000 Penalty: 3698.325195
	Iteration 116Q: 3 clusters Score -4659520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84458 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -4659519.000000 Penalty: 3698.325195
	Iteration 117Q: 3 clusters Score -4659519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84460 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -4659513.000000 Penalty: 3698.325195
	Iteration 118Q: 3 clusters Score -4659513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84465 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -4659510.500000 Penalty: 3698.325195
	Iteration 119Q: 3 clusters Score -4659510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84467 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -4659508.500000 Penalty: 3698.325195
	Iteration 120F: 3 clusters Score -4659508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84470 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -4659514.000000 Penalty: 3698.325195
	Iteration 121Q: 3 clusters Score -4659514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84474 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -4659524.500000 Penalty: 3698.325195
	Iteration 122Q: 3 clusters Score -4659524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84476 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -4659517.500000 Penalty: 3698.325195
	Iteration 123Q: 3 clusters Score -4659518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84480 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -4659521.000000 Penalty: 3698.325195
	Iteration 124Q: 3 clusters Score -4659521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84484 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -4659515.500000 Penalty: 3698.325195
	Iteration 125Q: 3 clusters Score -4659516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84487 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -4659512.000000 Penalty: 3698.325195
	Iteration 126Q: 3 clusters Score -4659512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84489 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -4659512.500000 Penalty: 3698.325195
	Iteration 127Q: 3 clusters Score -4659512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84491 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -4659510.000000 Penalty: 3698.325195
	Iteration 128Q: 3 clusters Score -4659510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84490 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -4659512.000000 Penalty: 3698.325195
	Iteration 129Q: 3 clusters Score -4659512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84491 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -4659510.000000 Penalty: 3698.325195
	Iteration 130Q: 3 clusters Score -4659510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84493 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -4659509.000000 Penalty: 3698.325195
	Iteration 131Q: 3 clusters Score -4659509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84496 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -4659513.000000 Penalty: 3698.325195
	Iteration 132Q: 3 clusters Score -4659513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84500 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -4659509.000000 Penalty: 3698.325195
	Iteration 133Q: 3 clusters Score -4659509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84503 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -4659516.500000 Penalty: 3698.325195
	Iteration 134Q: 3 clusters Score -4659516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84504 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -4659514.000000 Penalty: 3698.325195
	Iteration 135Q: 3 clusters Score -4659514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84506 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -4659515.500000 Penalty: 3698.325195
	Iteration 136Q: 3 clusters Score -4659516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84515 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -4659519.000000 Penalty: 3698.325195
	Iteration 137Q: 3 clusters Score -4659519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84523 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -4659519.000000 Penalty: 3698.325195
	Iteration 138Q: 3 clusters Score -4659519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84529 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4659520.500000 Penalty: 3698.325195
	Iteration 139Q: 3 clusters Score -4659520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84530 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4659523.000000 Penalty: 3698.325195
	Iteration 140F: 3 clusters Score -4659523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84531 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -4659525.000000 Penalty: 3698.325195
	Iteration 141Q: 3 clusters Score -4659525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84532 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -4659526.500000 Penalty: 3698.325195
	Iteration 142Q: 3 clusters Score -4659526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84532 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -4659526.500000 Penalty: 3698.325195
	Iteration 143F: 3 clusters Score -4659526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Entering Unmasked Estep 
Score: -372465.281250 Penalty: 1448.101685
	Iteration 0F: 2 clusters Score -372465.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -366978.562500 Penalty: 2896.203369
	Iteration 0F: 3 clusters Score -366978.6 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -369202.593750 Penalty: 2896.203369
	Iteration 1F: 3 clusters Score -369202.6 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -369943.312500 Penalty: 2896.203369
	Iteration 2F: 3 clusters Score -369943.3 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -370624.968750 Penalty: 2896.203369
	Iteration 3F: 3 clusters Score -370625 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -371125.250000 Penalty: 2896.203369
	Iteration 4F: 3 clusters Score -371125.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -371400.218750 Penalty: 2896.203369
	Iteration 5F: 3 clusters Score -371400.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -371529.531250 Penalty: 2896.203369
	Iteration 6Q: 3 clusters Score -371529.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -371582.125000 Penalty: 2896.203369
	Iteration 7Q: 3 clusters Score -371582.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -371607.281250 Penalty: 2896.203369
	Iteration 8Q: 3 clusters Score -371607.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -371620.406250 Penalty: 2896.203369
	Iteration 9Q: 3 clusters Score -371620.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -371628.187500 Penalty: 2896.203369
	Iteration 10Q: 3 clusters Score -371628.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -371632.000000 Penalty: 2896.203369
	Iteration 11Q: 3 clusters Score -371632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -371634.937500 Penalty: 2896.203369
	Iteration 12Q: 3 clusters Score -371634.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -371639.218750 Penalty: 2896.203369
	Iteration 13Q: 3 clusters Score -371639.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -371639.343750 Penalty: 2896.203369
	Iteration 14Q: 3 clusters Score -371639.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -371640.968750 Penalty: 2896.203369
	Iteration 15Q: 3 clusters Score -371641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -371641.093750 Penalty: 2896.203369
	Iteration 16Q: 3 clusters Score -371641.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -371643.343750 Penalty: 2896.203369
	Iteration 17Q: 3 clusters Score -371643.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -371644.312500 Penalty: 2896.203369
	Iteration 18Q: 3 clusters Score -371644.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -371643.718750 Penalty: 2896.203369
	Iteration 19Q: 3 clusters Score -371643.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -371645.437500 Penalty: 2896.203369
	Iteration 20F: 3 clusters Score -371645.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Entering Unmasked Estep 
Score: -379078.500000 Penalty: 1447.530884
	Iteration 0F: 2 clusters Score -379078.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -373568.750000 Penalty: 2895.061768
	Iteration 0F: 3 clusters Score -373568.8 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -375299.906250 Penalty: 2895.061768
	Iteration 1F: 3 clusters Score -375299.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -375562.218750 Penalty: 2895.061768
	Iteration 2F: 3 clusters Score -375562.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -375725.375000 Penalty: 2895.061768
	Iteration 3F: 3 clusters Score -375725.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -375849.500000 Penalty: 2895.061768
	Iteration 4Q: 3 clusters Score -375849.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -375951.156250 Penalty: 2895.061768
	Iteration 5Q: 3 clusters Score -375951.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -376053.000000 Penalty: 2895.061768
	Iteration 6Q: 3 clusters Score -376053 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -376145.968750 Penalty: 2895.061768
	Iteration 7Q: 3 clusters Score -376146 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -376243.281250 Penalty: 2895.061768
	Iteration 8Q: 3 clusters Score -376243.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -376320.812500 Penalty: 2895.061768
	Iteration 9Q: 3 clusters Score -376320.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -376392.781250 Penalty: 2895.061768
	Iteration 10Q: 3 clusters Score -376392.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -376452.562500 Penalty: 2895.061768
	Iteration 11Q: 3 clusters Score -376452.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -376495.218750 Penalty: 2895.061768
	Iteration 12Q: 3 clusters Score -376495.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -376542.187500 Penalty: 2895.061768
	Iteration 13Q: 3 clusters Score -376542.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -376585.343750 Penalty: 2895.061768
	Iteration 14Q: 3 clusters Score -376585.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -376632.656250 Penalty: 2895.061768
	Iteration 15Q: 3 clusters Score -376632.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -376683.437500 Penalty: 2895.061768
	Iteration 16Q: 3 clusters Score -376683.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -376742.718750 Penalty: 2895.061768
	Iteration 17Q: 3 clusters Score -376742.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -376795.906250 Penalty: 2895.061768
	Iteration 18Q: 3 clusters Score -376795.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -376840.468750 Penalty: 2895.061768
	Iteration 19Q: 3 clusters Score -376840.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -376878.375000 Penalty: 2895.061768
	Iteration 20F: 3 clusters Score -376878.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -376921.593750 Penalty: 2895.061768
	Iteration 21Q: 3 clusters Score -376921.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -376969.437500 Penalty: 2895.061768
	Iteration 22Q: 3 clusters Score -376969.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -377024.968750 Penalty: 2895.061768
	Iteration 23Q: 3 clusters Score -377025 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -377097.687500 Penalty: 2895.061768
	Iteration 24Q: 3 clusters Score -377097.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -377179.531250 Penalty: 2895.061768
	Iteration 25Q: 3 clusters Score -377179.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -377248.406250 Penalty: 2895.061768
	Iteration 26Q: 3 clusters Score -377248.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -377311.062500 Penalty: 2895.061768
	Iteration 27Q: 3 clusters Score -377311.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -377374.687500 Penalty: 2895.061768
	Iteration 28Q: 3 clusters Score -377374.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -377443.687500 Penalty: 2895.061768
	Iteration 29Q: 3 clusters Score -377443.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -377514.531250 Penalty: 2895.061768
	Iteration 30Q: 3 clusters Score -377514.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -377590.750000 Penalty: 2895.061768
	Iteration 31Q: 3 clusters Score -377590.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -377648.500000 Penalty: 2895.061768
	Iteration 32Q: 3 clusters Score -377648.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -377684.031250 Penalty: 2895.061768
	Iteration 33Q: 3 clusters Score -377684 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -377716.406250 Penalty: 2895.061768
	Iteration 34Q: 3 clusters Score -377716.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -377747.531250 Penalty: 2895.061768
	Iteration 35Q: 3 clusters Score -377747.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -377773.343750 Penalty: 2895.061768
	Iteration 36Q: 3 clusters Score -377773.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -377795.093750 Penalty: 2895.061768
	Iteration 37Q: 3 clusters Score -377795.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -377816.750000 Penalty: 2895.061768
	Iteration 38Q: 3 clusters Score -377816.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -377838.156250 Penalty: 2895.061768
	Iteration 39Q: 3 clusters Score -377838.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -377853.968750 Penalty: 2895.061768
	Iteration 40F: 3 clusters Score -377854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -377865.000000 Penalty: 2895.061768
	Iteration 41Q: 3 clusters Score -377865 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -377875.937500 Penalty: 2895.061768
	Iteration 42Q: 3 clusters Score -377875.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -377886.687500 Penalty: 2895.061768
	Iteration 43Q: 3 clusters Score -377886.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -377893.875000 Penalty: 2895.061768
	Iteration 44Q: 3 clusters Score -377893.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -377902.406250 Penalty: 2895.061768
	Iteration 45Q: 3 clusters Score -377902.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -377908.750000 Penalty: 2895.061768
	Iteration 46Q: 3 clusters Score -377908.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -377915.218750 Penalty: 2895.061768
	Iteration 47Q: 3 clusters Score -377915.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -377920.125000 Penalty: 2895.061768
	Iteration 48Q: 3 clusters Score -377920.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -377925.500000 Penalty: 2895.061768
	Iteration 49Q: 3 clusters Score -377925.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -377927.281250 Penalty: 2895.061768
	Iteration 50Q: 3 clusters Score -377927.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -377929.437500 Penalty: 2895.061768
	Iteration 51Q: 3 clusters Score -377929.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -377932.187500 Penalty: 2895.061768
	Iteration 52Q: 3 clusters Score -377932.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -377935.281250 Penalty: 2895.061768
	Iteration 53Q: 3 clusters Score -377935.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -377937.468750 Penalty: 2895.061768
	Iteration 54Q: 3 clusters Score -377937.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -377940.343750 Penalty: 2895.061768
	Iteration 55Q: 3 clusters Score -377940.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -377943.750000 Penalty: 2895.061768
	Iteration 56Q: 3 clusters Score -377943.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -377947.781250 Penalty: 2895.061768
	Iteration 57Q: 3 clusters Score -377947.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -377950.406250 Penalty: 2895.061768
	Iteration 58Q: 3 clusters Score -377950.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -377952.562500 Penalty: 2895.061768
	Iteration 59Q: 3 clusters Score -377952.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -377953.750000 Penalty: 2895.061768
	Iteration 60F: 3 clusters Score -377953.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -377955.406250 Penalty: 2895.061768
	Iteration 61Q: 3 clusters Score -377955.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -377956.875000 Penalty: 2895.061768
	Iteration 62Q: 3 clusters Score -377956.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -377957.218750 Penalty: 2895.061768
	Iteration 63Q: 3 clusters Score -377957.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -377957.531250 Penalty: 2895.061768
	Iteration 64Q: 3 clusters Score -377957.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -377957.531250 Penalty: 2895.061768
	Iteration 65F: 3 clusters Score -377957.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Entering Unmasked Estep 
Score: -518490.000000 Penalty: 1498.859375
	Iteration 0F: 2 clusters Score -518490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -511261.750000 Penalty: 2997.718750
	Iteration 0F: 3 clusters Score -511261.8 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -513508.687500 Penalty: 2997.718750
	Iteration 1F: 3 clusters Score -513508.7 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -513749.312500 Penalty: 2997.718750
	Iteration 2F: 3 clusters Score -513749.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -513951.281250 Penalty: 2997.718750
	Iteration 3Q: 3 clusters Score -513951.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -514182.781250 Penalty: 2997.718750
	Iteration 4Q: 3 clusters Score -514182.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -514442.937500 Penalty: 2997.718750
	Iteration 5Q: 3 clusters Score -514442.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -514744.500000 Penalty: 2997.718750
	Iteration 6Q: 3 clusters Score -514744.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -515057.781250 Penalty: 2997.718750
	Iteration 7Q: 3 clusters Score -515057.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -515346.687500 Penalty: 2997.718750
	Iteration 8Q: 3 clusters Score -515346.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -515589.406250 Penalty: 2997.718750
	Iteration 9Q: 3 clusters Score -515589.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -515838.843750 Penalty: 2997.718750
	Iteration 10Q: 3 clusters Score -515838.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -516102.625000 Penalty: 2997.718750
	Iteration 11Q: 3 clusters Score -516102.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -516387.000000 Penalty: 2997.718750
	Iteration 12Q: 3 clusters Score -516387 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -516612.437500 Penalty: 2997.718750
	Iteration 13Q: 3 clusters Score -516612.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -516764.656250 Penalty: 2997.718750
	Iteration 14Q: 3 clusters Score -516764.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -516859.906250 Penalty: 2997.718750
	Iteration 15Q: 3 clusters Score -516859.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -516942.656250 Penalty: 2997.718750
	Iteration 16Q: 3 clusters Score -516942.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -517020.437500 Penalty: 2997.718750
	Iteration 17Q: 3 clusters Score -517020.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -517080.656250 Penalty: 2997.718750
	Iteration 18Q: 3 clusters Score -517080.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -517121.218750 Penalty: 2997.718750
	Iteration 19Q: 3 clusters Score -517121.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -517145.000000 Penalty: 2997.718750
	Iteration 20F: 3 clusters Score -517145 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -517164.718750 Penalty: 2997.718750
	Iteration 21Q: 3 clusters Score -517164.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -517184.781250 Penalty: 2997.718750
	Iteration 22Q: 3 clusters Score -517184.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -517198.656250 Penalty: 2997.718750
	Iteration 23Q: 3 clusters Score -517198.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -517210.875000 Penalty: 2997.718750
	Iteration 24Q: 3 clusters Score -517210.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -517216.125000 Penalty: 2997.718750
	Iteration 25Q: 3 clusters Score -517216.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -517223.093750 Penalty: 2997.718750
	Iteration 26Q: 3 clusters Score -517223.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -517230.125000 Penalty: 2997.718750
	Iteration 27Q: 3 clusters Score -517230.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -517235.500000 Penalty: 2997.718750
	Iteration 28Q: 3 clusters Score -517235.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -517239.218750 Penalty: 2997.718750
	Iteration 29Q: 3 clusters Score -517239.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -517240.812500 Penalty: 2997.718750
	Iteration 30Q: 3 clusters Score -517240.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -517245.031250 Penalty: 2997.718750
	Iteration 31Q: 3 clusters Score -517245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -517248.000000 Penalty: 2997.718750
	Iteration 32Q: 3 clusters Score -517248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -517249.406250 Penalty: 2997.718750
	Iteration 33Q: 3 clusters Score -517249.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -517251.062500 Penalty: 2997.718750
	Iteration 34Q: 3 clusters Score -517251.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -517251.437500 Penalty: 2997.718750
	Iteration 35Q: 3 clusters Score -517251.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -517252.375000 Penalty: 2997.718750
	Iteration 36Q: 3 clusters Score -517252.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -517253.406250 Penalty: 2997.718750
	Iteration 37Q: 3 clusters Score -517253.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -517254.562500 Penalty: 2997.718750
	Iteration 38Q: 3 clusters Score -517254.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -517254.812500 Penalty: 2997.718750
	Iteration 39Q: 3 clusters Score -517254.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -517254.250000 Penalty: 2997.718750
	Iteration 40F: 3 clusters Score -517254.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -517255.375000 Penalty: 2997.718750
	Iteration 41Q: 3 clusters Score -517255.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -517255.718750 Penalty: 2997.718750
	Iteration 42Q: 3 clusters Score -517255.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -517255.718750 Penalty: 2997.718750
	Iteration 43F: 3 clusters Score -517255.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (70840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70840 members 
Entering Unmasked Estep 
Score: -3764745.750000 Penalty: 1814.829224
	Iteration 0F: 2 clusters Score -3764746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -3717482.000000 Penalty: 3629.658447
	Iteration 0F: 3 clusters Score -3717482 nChanged 33566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -3736988.000000 Penalty: 3629.658447
	Iteration 1F: 3 clusters Score -3736988 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -3738471.500000 Penalty: 3629.658447
	Iteration 2Q: 3 clusters Score -3738472 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -3740837.250000 Penalty: 3629.658447
	Iteration 3F: 3 clusters Score -3740837 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -3744253.500000 Penalty: 3629.658447
	Iteration 4F: 3 clusters Score -3744254 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -3748279.000000 Penalty: 3629.658447
	Iteration 5F: 3 clusters Score -3748279 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54841 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -3751953.000000 Penalty: 3629.658447
	Iteration 6F: 3 clusters Score -3751953 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58337 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -3754563.250000 Penalty: 3629.658447
	Iteration 7F: 3 clusters Score -3754563 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61103 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -3756388.500000 Penalty: 3629.658447
	Iteration 8Q: 3 clusters Score -3756388 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63326 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -3757745.250000 Penalty: 3629.658447
	Iteration 9Q: 3 clusters Score -3757745 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65200 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -3758889.750000 Penalty: 3629.658447
	Iteration 10Q: 3 clusters Score -3758890 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66769 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -3759949.000000 Penalty: 3629.658447
	Iteration 11Q: 3 clusters Score -3759949 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68122 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3761005.750000 Penalty: 3629.658447
	Iteration 12Q: 3 clusters Score -3761006 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69126 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3761805.250000 Penalty: 3629.658447
	Iteration 13Q: 3 clusters Score -3761805 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69778 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3762359.250000 Penalty: 3629.658447
	Iteration 14Q: 3 clusters Score -3762359 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70158 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3762688.750000 Penalty: 3629.658447
	Iteration 15Q: 3 clusters Score -3762689 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70360 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3762898.500000 Penalty: 3629.658447
	Iteration 16Q: 3 clusters Score -3762898 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70453 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3762996.250000 Penalty: 3629.658447
	Iteration 17Q: 3 clusters Score -3762996 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70507 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3763059.750000 Penalty: 3629.658447
	Iteration 18Q: 3 clusters Score -3763060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70533 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3763089.750000 Penalty: 3629.658447
	Iteration 19Q: 3 clusters Score -3763090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70551 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3763119.500000 Penalty: 3629.658447
	Iteration 20F: 3 clusters Score -3763120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70564 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3763136.000000 Penalty: 3629.658447
	Iteration 21Q: 3 clusters Score -3763136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70573 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3763143.250000 Penalty: 3629.658447
	Iteration 22Q: 3 clusters Score -3763143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70580 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3763153.750000 Penalty: 3629.658447
	Iteration 23Q: 3 clusters Score -3763154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70587 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3763159.500000 Penalty: 3629.658447
	Iteration 24Q: 3 clusters Score -3763160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70591 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3763164.500000 Penalty: 3629.658447
	Iteration 25Q: 3 clusters Score -3763164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70594 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3763162.750000 Penalty: 3629.658447
	Iteration 26Q: 3 clusters Score -3763163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70594 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3763162.750000 Penalty: 3629.658447
	Iteration 27F: 3 clusters Score -3763163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Entering Unmasked Estep 
Score: -1547443.125000 Penalty: 1673.094971
	Iteration 0F: 2 clusters Score -1547443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1527641.625000 Penalty: 3346.189941
	Iteration 0F: 3 clusters Score -1527642 nChanged 13607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -1535074.000000 Penalty: 3346.189941
	Iteration 1F: 3 clusters Score -1535074 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -1535541.500000 Penalty: 3346.189941
	Iteration 2Q: 3 clusters Score -1535542 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -1536126.375000 Penalty: 3346.189941
	Iteration 3Q: 3 clusters Score -1536126 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -1536938.250000 Penalty: 3346.189941
	Iteration 4Q: 3 clusters Score -1536938 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -1537993.250000 Penalty: 3346.189941
	Iteration 5F: 3 clusters Score -1537993 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -1539251.000000 Penalty: 3346.189941
	Iteration 6F: 3 clusters Score -1539251 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -1540555.125000 Penalty: 3346.189941
	Iteration 7F: 3 clusters Score -1540555 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -1541696.250000 Penalty: 3346.189941
	Iteration 8F: 3 clusters Score -1541696 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -1542559.375000 Penalty: 3346.189941
	Iteration 9Q: 3 clusters Score -1542559 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -1543202.375000 Penalty: 3346.189941
	Iteration 10Q: 3 clusters Score -1543202 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -1543686.875000 Penalty: 3346.189941
	Iteration 11Q: 3 clusters Score -1543687 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -1544103.875000 Penalty: 3346.189941
	Iteration 12Q: 3 clusters Score -1544104 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -1544449.875000 Penalty: 3346.189941
	Iteration 13Q: 3 clusters Score -1544450 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -1544734.250000 Penalty: 3346.189941
	Iteration 14Q: 3 clusters Score -1544734 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -1544995.000000 Penalty: 3346.189941
	Iteration 15Q: 3 clusters Score -1544995 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -1545194.625000 Penalty: 3346.189941
	Iteration 16Q: 3 clusters Score -1545195 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -1545355.000000 Penalty: 3346.189941
	Iteration 17Q: 3 clusters Score -1545355 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -1545492.625000 Penalty: 3346.189941
	Iteration 18Q: 3 clusters Score -1545493 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -1545595.125000 Penalty: 3346.189941
	Iteration 19Q: 3 clusters Score -1545595 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -1545688.750000 Penalty: 3346.189941
	Iteration 20F: 3 clusters Score -1545689 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -1545754.500000 Penalty: 3346.189941
	Iteration 21Q: 3 clusters Score -1545754 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -1545825.750000 Penalty: 3346.189941
	Iteration 22Q: 3 clusters Score -1545826 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -1545875.000000 Penalty: 3346.189941
	Iteration 23Q: 3 clusters Score -1545875 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -1545908.375000 Penalty: 3346.189941
	Iteration 24Q: 3 clusters Score -1545908 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -1545933.500000 Penalty: 3346.189941
	Iteration 25Q: 3 clusters Score -1545934 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -1545957.250000 Penalty: 3346.189941
	Iteration 26Q: 3 clusters Score -1545957 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -1545971.125000 Penalty: 3346.189941
	Iteration 27Q: 3 clusters Score -1545971 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -1545985.250000 Penalty: 3346.189941
	Iteration 28Q: 3 clusters Score -1545985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -1545992.500000 Penalty: 3346.189941
	Iteration 29Q: 3 clusters Score -1545992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -1546006.875000 Penalty: 3346.189941
	Iteration 30Q: 3 clusters Score -1546007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -1546024.125000 Penalty: 3346.189941
	Iteration 31Q: 3 clusters Score -1546024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -1546033.125000 Penalty: 3346.189941
	Iteration 32Q: 3 clusters Score -1546033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -1546048.000000 Penalty: 3346.189941
	Iteration 33Q: 3 clusters Score -1546048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -1546055.250000 Penalty: 3346.189941
	Iteration 34Q: 3 clusters Score -1546055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -1546064.625000 Penalty: 3346.189941
	Iteration 35Q: 3 clusters Score -1546065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -1546074.250000 Penalty: 3346.189941
	Iteration 36Q: 3 clusters Score -1546074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -1546077.500000 Penalty: 3346.189941
	Iteration 37Q: 3 clusters Score -1546078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -1546087.875000 Penalty: 3346.189941
	Iteration 38Q: 3 clusters Score -1546088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -1546090.500000 Penalty: 3346.189941
	Iteration 39Q: 3 clusters Score -1546090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -1546093.125000 Penalty: 3346.189941
	Iteration 40F: 3 clusters Score -1546093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -1546096.500000 Penalty: 3346.189941
	Iteration 41Q: 3 clusters Score -1546096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -1546101.500000 Penalty: 3346.189941
	Iteration 42Q: 3 clusters Score -1546102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -1546105.000000 Penalty: 3346.189941
	Iteration 43Q: 3 clusters Score -1546105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -1546108.500000 Penalty: 3346.189941
	Iteration 44Q: 3 clusters Score -1546108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -1546109.375000 Penalty: 3346.189941
	Iteration 45Q: 3 clusters Score -1546109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -1546114.750000 Penalty: 3346.189941
	Iteration 46Q: 3 clusters Score -1546115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -1546116.750000 Penalty: 3346.189941
	Iteration 47Q: 3 clusters Score -1546117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -1546117.000000 Penalty: 3346.189941
	Iteration 48Q: 3 clusters Score -1546117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -1546118.750000 Penalty: 3346.189941
	Iteration 49Q: 3 clusters Score -1546119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -1546119.250000 Penalty: 3346.189941
	Iteration 50Q: 3 clusters Score -1546119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -1546119.875000 Penalty: 3346.189941
	Iteration 51Q: 3 clusters Score -1546120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -1546119.500000 Penalty: 3346.189941
	Iteration 52Q: 3 clusters Score -1546120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -1546121.375000 Penalty: 3346.189941
	Iteration 53Q: 3 clusters Score -1546121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -1546122.750000 Penalty: 3346.189941
	Iteration 54Q: 3 clusters Score -1546123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -1546121.750000 Penalty: 3346.189941
	Iteration 55Q: 3 clusters Score -1546122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -1546122.125000 Penalty: 3346.189941
	Iteration 56Q: 3 clusters Score -1546122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -1546122.125000 Penalty: 3346.189941
	Iteration 57F: 3 clusters Score -1546122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Entering Unmasked Estep 
Score: -1716970.000000 Penalty: 1692.927612
	Iteration 0F: 2 clusters Score -1716970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -1694450.500000 Penalty: 3385.855225
	Iteration 0F: 3 clusters Score -1694450 nChanged 15452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -1703171.250000 Penalty: 3385.855225
	Iteration 1F: 3 clusters Score -1703171 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1703653.500000 Penalty: 3385.855225
	Iteration 2Q: 3 clusters Score -1703654 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -1704158.250000 Penalty: 3385.855225
	Iteration 3Q: 3 clusters Score -1704158 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -1704740.000000 Penalty: 3385.855225
	Iteration 4Q: 3 clusters Score -1704740 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1705391.625000 Penalty: 3385.855225
	Iteration 5Q: 3 clusters Score -1705392 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1706184.500000 Penalty: 3385.855225
	Iteration 6Q: 3 clusters Score -1706184 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1707292.000000 Penalty: 3385.855225
	Iteration 7F: 3 clusters Score -1707292 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1708709.500000 Penalty: 3385.855225
	Iteration 8F: 3 clusters Score -1708710 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1710171.250000 Penalty: 3385.855225
	Iteration 9F: 3 clusters Score -1710171 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1711309.875000 Penalty: 3385.855225
	Iteration 10F: 3 clusters Score -1711310 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1711941.500000 Penalty: 3385.855225
	Iteration 11Q: 3 clusters Score -1711942 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1712341.000000 Penalty: 3385.855225
	Iteration 12Q: 3 clusters Score -1712341 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1712574.250000 Penalty: 3385.855225
	Iteration 13Q: 3 clusters Score -1712574 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1712769.500000 Penalty: 3385.855225
	Iteration 14Q: 3 clusters Score -1712770 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1712950.500000 Penalty: 3385.855225
	Iteration 15Q: 3 clusters Score -1712950 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1713114.750000 Penalty: 3385.855225
	Iteration 16Q: 3 clusters Score -1713115 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1713274.000000 Penalty: 3385.855225
	Iteration 17Q: 3 clusters Score -1713274 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1713449.500000 Penalty: 3385.855225
	Iteration 18Q: 3 clusters Score -1713450 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1713602.250000 Penalty: 3385.855225
	Iteration 19Q: 3 clusters Score -1713602 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1713731.500000 Penalty: 3385.855225
	Iteration 20F: 3 clusters Score -1713732 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1713837.125000 Penalty: 3385.855225
	Iteration 21Q: 3 clusters Score -1713837 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1713942.750000 Penalty: 3385.855225
	Iteration 22Q: 3 clusters Score -1713943 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1714040.500000 Penalty: 3385.855225
	Iteration 23Q: 3 clusters Score -1714040 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1714134.125000 Penalty: 3385.855225
	Iteration 24Q: 3 clusters Score -1714134 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1714192.375000 Penalty: 3385.855225
	Iteration 25Q: 3 clusters Score -1714192 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1714261.250000 Penalty: 3385.855225
	Iteration 26Q: 3 clusters Score -1714261 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1714326.375000 Penalty: 3385.855225
	Iteration 27Q: 3 clusters Score -1714326 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1714375.125000 Penalty: 3385.855225
	Iteration 28Q: 3 clusters Score -1714375 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1714411.750000 Penalty: 3385.855225
	Iteration 29Q: 3 clusters Score -1714412 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1714456.500000 Penalty: 3385.855225
	Iteration 30Q: 3 clusters Score -1714456 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1714491.750000 Penalty: 3385.855225
	Iteration 31Q: 3 clusters Score -1714492 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1714521.250000 Penalty: 3385.855225
	Iteration 32Q: 3 clusters Score -1714521 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1714566.875000 Penalty: 3385.855225
	Iteration 33Q: 3 clusters Score -1714567 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1714604.125000 Penalty: 3385.855225
	Iteration 34Q: 3 clusters Score -1714604 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1714637.500000 Penalty: 3385.855225
	Iteration 35Q: 3 clusters Score -1714638 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1714680.750000 Penalty: 3385.855225
	Iteration 36Q: 3 clusters Score -1714681 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1714736.875000 Penalty: 3385.855225
	Iteration 37Q: 3 clusters Score -1714737 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1714793.000000 Penalty: 3385.855225
	Iteration 38Q: 3 clusters Score -1714793 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1714832.000000 Penalty: 3385.855225
	Iteration 39Q: 3 clusters Score -1714832 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1714872.500000 Penalty: 3385.855225
	Iteration 40F: 3 clusters Score -1714872 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1714903.375000 Penalty: 3385.855225
	Iteration 41Q: 3 clusters Score -1714903 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1714929.250000 Penalty: 3385.855225
	Iteration 42Q: 3 clusters Score -1714929 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1714950.875000 Penalty: 3385.855225
	Iteration 43Q: 3 clusters Score -1714951 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1714969.125000 Penalty: 3385.855225
	Iteration 44Q: 3 clusters Score -1714969 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1714992.000000 Penalty: 3385.855225
	Iteration 45Q: 3 clusters Score -1714992 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1715002.375000 Penalty: 3385.855225
	Iteration 46Q: 3 clusters Score -1715002 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1715020.750000 Penalty: 3385.855225
	Iteration 47Q: 3 clusters Score -1715021 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1715038.875000 Penalty: 3385.855225
	Iteration 48Q: 3 clusters Score -1715039 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1715061.875000 Penalty: 3385.855225
	Iteration 49Q: 3 clusters Score -1715062 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1715087.875000 Penalty: 3385.855225
	Iteration 50Q: 3 clusters Score -1715088 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1715110.125000 Penalty: 3385.855225
	Iteration 51Q: 3 clusters Score -1715110 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1715132.875000 Penalty: 3385.855225
	Iteration 52Q: 3 clusters Score -1715133 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1715159.750000 Penalty: 3385.855225
	Iteration 53Q: 3 clusters Score -1715160 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1715185.875000 Penalty: 3385.855225
	Iteration 54Q: 3 clusters Score -1715186 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1715218.750000 Penalty: 3385.855225
	Iteration 55Q: 3 clusters Score -1715219 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1715240.375000 Penalty: 3385.855225
	Iteration 56Q: 3 clusters Score -1715240 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1715266.625000 Penalty: 3385.855225
	Iteration 57Q: 3 clusters Score -1715267 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1715307.500000 Penalty: 3385.855225
	Iteration 58Q: 3 clusters Score -1715308 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1715346.500000 Penalty: 3385.855225
	Iteration 59Q: 3 clusters Score -1715346 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1715380.125000 Penalty: 3385.855225
	Iteration 60F: 3 clusters Score -1715380 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1715412.000000 Penalty: 3385.855225
	Iteration 61Q: 3 clusters Score -1715412 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1715443.500000 Penalty: 3385.855225
	Iteration 62Q: 3 clusters Score -1715444 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1715465.000000 Penalty: 3385.855225
	Iteration 63Q: 3 clusters Score -1715465 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1715490.125000 Penalty: 3385.855225
	Iteration 64Q: 3 clusters Score -1715490 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1715513.125000 Penalty: 3385.855225
	Iteration 65Q: 3 clusters Score -1715513 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1715527.875000 Penalty: 3385.855225
	Iteration 66Q: 3 clusters Score -1715528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1715542.625000 Penalty: 3385.855225
	Iteration 67Q: 3 clusters Score -1715543 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1715558.750000 Penalty: 3385.855225
	Iteration 68Q: 3 clusters Score -1715559 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1715569.500000 Penalty: 3385.855225
	Iteration 69Q: 3 clusters Score -1715570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1715579.500000 Penalty: 3385.855225
	Iteration 70Q: 3 clusters Score -1715580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1715591.125000 Penalty: 3385.855225
	Iteration 71Q: 3 clusters Score -1715591 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1715597.250000 Penalty: 3385.855225
	Iteration 72Q: 3 clusters Score -1715597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1715610.250000 Penalty: 3385.855225
	Iteration 73Q: 3 clusters Score -1715610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1715613.000000 Penalty: 3385.855225
	Iteration 74Q: 3 clusters Score -1715613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1715617.875000 Penalty: 3385.855225
	Iteration 75Q: 3 clusters Score -1715618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1715624.750000 Penalty: 3385.855225
	Iteration 76Q: 3 clusters Score -1715625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1715631.375000 Penalty: 3385.855225
	Iteration 77Q: 3 clusters Score -1715631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1715635.000000 Penalty: 3385.855225
	Iteration 78Q: 3 clusters Score -1715635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1715635.125000 Penalty: 3385.855225
	Iteration 79Q: 3 clusters Score -1715635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1715646.750000 Penalty: 3385.855225
	Iteration 80F: 3 clusters Score -1715647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1715648.125000 Penalty: 3385.855225
	Iteration 81Q: 3 clusters Score -1715648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1715653.375000 Penalty: 3385.855225
	Iteration 82Q: 3 clusters Score -1715653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1715649.750000 Penalty: 3385.855225
	Iteration 83Q: 3 clusters Score -1715650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1715655.250000 Penalty: 3385.855225
	Iteration 84Q: 3 clusters Score -1715655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1715658.375000 Penalty: 3385.855225
	Iteration 85Q: 3 clusters Score -1715658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1715658.250000 Penalty: 3385.855225
	Iteration 86Q: 3 clusters Score -1715658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1715658.250000 Penalty: 3385.855225
	Iteration 87F: 3 clusters Score -1715658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Entering Unmasked Estep 
Score: -405619.562500 Penalty: 1451.591797
	Iteration 0F: 2 clusters Score -405619.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -400077.125000 Penalty: 2903.183594
	Iteration 0F: 3 clusters Score -400077.1 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -401712.312500 Penalty: 2903.183594
	Iteration 1F: 3 clusters Score -401712.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -401910.000000 Penalty: 2903.183594
	Iteration 2F: 3 clusters Score -401910 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -402066.312500 Penalty: 2903.183594
	Iteration 3Q: 3 clusters Score -402066.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -402199.062500 Penalty: 2903.183594
	Iteration 4Q: 3 clusters Score -402199.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -402312.687500 Penalty: 2903.183594
	Iteration 5Q: 3 clusters Score -402312.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -402395.156250 Penalty: 2903.183594
	Iteration 6Q: 3 clusters Score -402395.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -402475.656250 Penalty: 2903.183594
	Iteration 7Q: 3 clusters Score -402475.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -402557.500000 Penalty: 2903.183594
	Iteration 8Q: 3 clusters Score -402557.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -402638.781250 Penalty: 2903.183594
	Iteration 9Q: 3 clusters Score -402638.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -402721.250000 Penalty: 2903.183594
	Iteration 10Q: 3 clusters Score -402721.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -402800.406250 Penalty: 2903.183594
	Iteration 11Q: 3 clusters Score -402800.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -402870.000000 Penalty: 2903.183594
	Iteration 12Q: 3 clusters Score -402870 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -402931.750000 Penalty: 2903.183594
	Iteration 13Q: 3 clusters Score -402931.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -402996.656250 Penalty: 2903.183594
	Iteration 14Q: 3 clusters Score -402996.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -403056.875000 Penalty: 2903.183594
	Iteration 15Q: 3 clusters Score -403056.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -403105.562500 Penalty: 2903.183594
	Iteration 16Q: 3 clusters Score -403105.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -403153.843750 Penalty: 2903.183594
	Iteration 17Q: 3 clusters Score -403153.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -403183.562500 Penalty: 2903.183594
	Iteration 18Q: 3 clusters Score -403183.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -403206.656250 Penalty: 2903.183594
	Iteration 19Q: 3 clusters Score -403206.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -403226.062500 Penalty: 2903.183594
	Iteration 20F: 3 clusters Score -403226.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -403240.625000 Penalty: 2903.183594
	Iteration 21Q: 3 clusters Score -403240.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -403250.250000 Penalty: 2903.183594
	Iteration 22Q: 3 clusters Score -403250.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -403257.656250 Penalty: 2903.183594
	Iteration 23Q: 3 clusters Score -403257.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -403261.781250 Penalty: 2903.183594
	Iteration 24Q: 3 clusters Score -403261.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -403264.218750 Penalty: 2903.183594
	Iteration 25Q: 3 clusters Score -403264.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -403265.937500 Penalty: 2903.183594
	Iteration 26Q: 3 clusters Score -403265.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -403270.531250 Penalty: 2903.183594
	Iteration 27Q: 3 clusters Score -403270.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -403274.093750 Penalty: 2903.183594
	Iteration 28Q: 3 clusters Score -403274.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -403277.656250 Penalty: 2903.183594
	Iteration 29Q: 3 clusters Score -403277.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -403280.562500 Penalty: 2903.183594
	Iteration 30Q: 3 clusters Score -403280.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -403284.968750 Penalty: 2903.183594
	Iteration 31Q: 3 clusters Score -403285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -403289.625000 Penalty: 2903.183594
	Iteration 32Q: 3 clusters Score -403289.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -403292.812500 Penalty: 2903.183594
	Iteration 33Q: 3 clusters Score -403292.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -403296.500000 Penalty: 2903.183594
	Iteration 34Q: 3 clusters Score -403296.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -403301.531250 Penalty: 2903.183594
	Iteration 35Q: 3 clusters Score -403301.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -403306.968750 Penalty: 2903.183594
	Iteration 36Q: 3 clusters Score -403307 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -403312.093750 Penalty: 2903.183594
	Iteration 37Q: 3 clusters Score -403312.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -403318.718750 Penalty: 2903.183594
	Iteration 38Q: 3 clusters Score -403318.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -403327.281250 Penalty: 2903.183594
	Iteration 39Q: 3 clusters Score -403327.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -403337.406250 Penalty: 2903.183594
	Iteration 40F: 3 clusters Score -403337.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -403343.562500 Penalty: 2903.183594
	Iteration 41Q: 3 clusters Score -403343.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -403350.437500 Penalty: 2903.183594
	Iteration 42Q: 3 clusters Score -403350.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -403357.281250 Penalty: 2903.183594
	Iteration 43Q: 3 clusters Score -403357.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -403364.812500 Penalty: 2903.183594
	Iteration 44Q: 3 clusters Score -403364.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -403376.062500 Penalty: 2903.183594
	Iteration 45Q: 3 clusters Score -403376.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -403387.593750 Penalty: 2903.183594
	Iteration 46Q: 3 clusters Score -403387.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -403401.375000 Penalty: 2903.183594
	Iteration 47Q: 3 clusters Score -403401.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -403419.625000 Penalty: 2903.183594
	Iteration 48Q: 3 clusters Score -403419.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -403434.468750 Penalty: 2903.183594
	Iteration 49Q: 3 clusters Score -403434.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -403456.000000 Penalty: 2903.183594
	Iteration 50Q: 3 clusters Score -403456 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -403473.187500 Penalty: 2903.183594
	Iteration 51Q: 3 clusters Score -403473.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -403490.250000 Penalty: 2903.183594
	Iteration 52Q: 3 clusters Score -403490.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -403509.031250 Penalty: 2903.183594
	Iteration 53Q: 3 clusters Score -403509 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -403525.250000 Penalty: 2903.183594
	Iteration 54Q: 3 clusters Score -403525.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -403545.187500 Penalty: 2903.183594
	Iteration 55Q: 3 clusters Score -403545.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -403566.968750 Penalty: 2903.183594
	Iteration 56Q: 3 clusters Score -403567 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -403588.718750 Penalty: 2903.183594
	Iteration 57Q: 3 clusters Score -403588.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -403612.218750 Penalty: 2903.183594
	Iteration 58Q: 3 clusters Score -403612.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -403630.250000 Penalty: 2903.183594
	Iteration 59Q: 3 clusters Score -403630.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -403653.156250 Penalty: 2903.183594
	Iteration 60F: 3 clusters Score -403653.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -403681.093750 Penalty: 2903.183594
	Iteration 61Q: 3 clusters Score -403681.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -403711.343750 Penalty: 2903.183594
	Iteration 62Q: 3 clusters Score -403711.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -403743.843750 Penalty: 2903.183594
	Iteration 63Q: 3 clusters Score -403743.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -403767.625000 Penalty: 2903.183594
	Iteration 64Q: 3 clusters Score -403767.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -403797.375000 Penalty: 2903.183594
	Iteration 65Q: 3 clusters Score -403797.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -403828.406250 Penalty: 2903.183594
	Iteration 66Q: 3 clusters Score -403828.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -403858.562500 Penalty: 2903.183594
	Iteration 67Q: 3 clusters Score -403858.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -403891.250000 Penalty: 2903.183594
	Iteration 68Q: 3 clusters Score -403891.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -403924.156250 Penalty: 2903.183594
	Iteration 69Q: 3 clusters Score -403924.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -403959.781250 Penalty: 2903.183594
	Iteration 70Q: 3 clusters Score -403959.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -403998.906250 Penalty: 2903.183594
	Iteration 71Q: 3 clusters Score -403998.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -404033.625000 Penalty: 2903.183594
	Iteration 72Q: 3 clusters Score -404033.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -404064.656250 Penalty: 2903.183594
	Iteration 73Q: 3 clusters Score -404064.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -404098.843750 Penalty: 2903.183594
	Iteration 74Q: 3 clusters Score -404098.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -404126.562500 Penalty: 2903.183594
	Iteration 75Q: 3 clusters Score -404126.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -404152.000000 Penalty: 2903.183594
	Iteration 76Q: 3 clusters Score -404152 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -404179.156250 Penalty: 2903.183594
	Iteration 77Q: 3 clusters Score -404179.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -404201.593750 Penalty: 2903.183594
	Iteration 78Q: 3 clusters Score -404201.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -404219.437500 Penalty: 2903.183594
	Iteration 79Q: 3 clusters Score -404219.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -404230.687500 Penalty: 2903.183594
	Iteration 80F: 3 clusters Score -404230.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -404242.656250 Penalty: 2903.183594
	Iteration 81Q: 3 clusters Score -404242.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -404249.156250 Penalty: 2903.183594
	Iteration 82Q: 3 clusters Score -404249.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -404254.437500 Penalty: 2903.183594
	Iteration 83Q: 3 clusters Score -404254.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -404260.718750 Penalty: 2903.183594
	Iteration 84Q: 3 clusters Score -404260.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -404264.656250 Penalty: 2903.183594
	Iteration 85Q: 3 clusters Score -404264.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -404267.750000 Penalty: 2903.183594
	Iteration 86Q: 3 clusters Score -404267.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -404269.125000 Penalty: 2903.183594
	Iteration 87Q: 3 clusters Score -404269.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -404270.937500 Penalty: 2903.183594
	Iteration 88Q: 3 clusters Score -404270.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -404272.093750 Penalty: 2903.183594
	Iteration 89Q: 3 clusters Score -404272.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -404275.781250 Penalty: 2903.183594
	Iteration 90Q: 3 clusters Score -404275.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -404281.281250 Penalty: 2903.183594
	Iteration 91Q: 3 clusters Score -404281.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -404284.187500 Penalty: 2903.183594
	Iteration 92Q: 3 clusters Score -404284.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -404287.781250 Penalty: 2903.183594
	Iteration 93Q: 3 clusters Score -404287.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -404291.562500 Penalty: 2903.183594
	Iteration 94Q: 3 clusters Score -404291.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -404296.750000 Penalty: 2903.183594
	Iteration 95Q: 3 clusters Score -404296.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -404300.468750 Penalty: 2903.183594
	Iteration 96Q: 3 clusters Score -404300.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -404303.187500 Penalty: 2903.183594
	Iteration 97Q: 3 clusters Score -404303.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -404305.218750 Penalty: 2903.183594
	Iteration 98Q: 3 clusters Score -404305.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -404306.406250 Penalty: 2903.183594
	Iteration 99Q: 3 clusters Score -404306.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -404307.968750 Penalty: 2903.183594
	Iteration 100F: 3 clusters Score -404308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -404309.281250 Penalty: 2903.183594
	Iteration 101Q: 3 clusters Score -404309.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -404312.281250 Penalty: 2903.183594
	Iteration 102Q: 3 clusters Score -404312.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -404312.718750 Penalty: 2903.183594
	Iteration 103Q: 3 clusters Score -404312.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -404313.781250 Penalty: 2903.183594
	Iteration 104Q: 3 clusters Score -404313.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -404315.968750 Penalty: 2903.183594
	Iteration 105Q: 3 clusters Score -404316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -404318.343750 Penalty: 2903.183594
	Iteration 106Q: 3 clusters Score -404318.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -404319.968750 Penalty: 2903.183594
	Iteration 107Q: 3 clusters Score -404320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -404324.031250 Penalty: 2903.183594
	Iteration 108Q: 3 clusters Score -404324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -404326.218750 Penalty: 2903.183594
	Iteration 109Q: 3 clusters Score -404326.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -404326.968750 Penalty: 2903.183594
	Iteration 110Q: 3 clusters Score -404327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -404326.968750 Penalty: 2903.183594
	Iteration 111F: 3 clusters Score -404327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Entering Unmasked Estep 
Score: -548369.687500 Penalty: 1519.207886
	Iteration 0F: 2 clusters Score -548369.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -540353.562500 Penalty: 3038.415771
	Iteration 0F: 3 clusters Score -540353.6 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -543905.687500 Penalty: 3038.415771
	Iteration 1F: 3 clusters Score -543905.7 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -544722.000000 Penalty: 3038.415771
	Iteration 2F: 3 clusters Score -544722 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -545333.437500 Penalty: 3038.415771
	Iteration 3F: 3 clusters Score -545333.4 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -545833.687500 Penalty: 3038.415771
	Iteration 4F: 3 clusters Score -545833.7 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -546252.312500 Penalty: 3038.415771
	Iteration 5F: 3 clusters Score -546252.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -546591.125000 Penalty: 3038.415771
	Iteration 6Q: 3 clusters Score -546591.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -546883.625000 Penalty: 3038.415771
	Iteration 7Q: 3 clusters Score -546883.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -547113.375000 Penalty: 3038.415771
	Iteration 8Q: 3 clusters Score -547113.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -547280.750000 Penalty: 3038.415771
	Iteration 9Q: 3 clusters Score -547280.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -547420.062500 Penalty: 3038.415771
	Iteration 10Q: 3 clusters Score -547420.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -547551.437500 Penalty: 3038.415771
	Iteration 11Q: 3 clusters Score -547551.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -547678.875000 Penalty: 3038.415771
	Iteration 12Q: 3 clusters Score -547678.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -547817.437500 Penalty: 3038.415771
	Iteration 13Q: 3 clusters Score -547817.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -547965.312500 Penalty: 3038.415771
	Iteration 14Q: 3 clusters Score -547965.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -548083.250000 Penalty: 3038.415771
	Iteration 15Q: 3 clusters Score -548083.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -548170.187500 Penalty: 3038.415771
	Iteration 16Q: 3 clusters Score -548170.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -548262.812500 Penalty: 3038.415771
	Iteration 17Q: 3 clusters Score -548262.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -548335.750000 Penalty: 3038.415771
	Iteration 18Q: 3 clusters Score -548335.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -548376.812500 Penalty: 3038.415771
	Iteration 19Q: 3 clusters Score -548376.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -548403.562500 Penalty: 3038.415771
	Iteration 20F: 3 clusters Score -548403.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -548427.937500 Penalty: 3038.415771
	Iteration 21Q: 3 clusters Score -548427.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -548438.687500 Penalty: 3038.415771
	Iteration 22Q: 3 clusters Score -548438.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -548446.750000 Penalty: 3038.415771
	Iteration 23Q: 3 clusters Score -548446.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -548454.625000 Penalty: 3038.415771
	Iteration 24Q: 3 clusters Score -548454.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -548458.937500 Penalty: 3038.415771
	Iteration 25Q: 3 clusters Score -548458.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -548460.375000 Penalty: 3038.415771
	Iteration 26Q: 3 clusters Score -548460.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -548463.250000 Penalty: 3038.415771
	Iteration 27Q: 3 clusters Score -548463.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -548465.125000 Penalty: 3038.415771
	Iteration 28Q: 3 clusters Score -548465.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -548467.000000 Penalty: 3038.415771
	Iteration 29Q: 3 clusters Score -548467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -548467.750000 Penalty: 3038.415771
	Iteration 30Q: 3 clusters Score -548467.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -548469.687500 Penalty: 3038.415771
	Iteration 31Q: 3 clusters Score -548469.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -548469.687500 Penalty: 3038.415771
	Iteration 32Q: 3 clusters Score -548469.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -548470.687500 Penalty: 3038.415771
	Iteration 33Q: 3 clusters Score -548470.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -548471.000000 Penalty: 3038.415771
	Iteration 34Q: 3 clusters Score -548471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -548471.562500 Penalty: 3038.415771
	Iteration 35Q: 3 clusters Score -548471.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -548472.312500 Penalty: 3038.415771
	Iteration 36Q: 3 clusters Score -548472.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -548472.312500 Penalty: 3038.415771
	Iteration 37F: 3 clusters Score -548472.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87506 members 
Mstep: Class 2 contains 7416 members 
Mstep: Class 3 contains 7390 members 
Mstep: Class 4 contains 10135 members 
Mstep: Class 5 contains 70840 members 
Mstep: Class 6 contains 29613 members 
Mstep: Class 7 contains 33457 members 
Mstep: Class 8 contains 7577 members 
Mstep: Class 9 contains 1822 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 8526 members 
Mstep: Class 12 contains 5043 members 
Mstep: Class 13 contains 4399 members 
Mstep: Class 14 contains 7166 members 
Mstep: Class 15 contains 79931 members 
Mstep: Class 16 contains 3196 members 
Mstep: Class 17 contains 14401 members 
Mstep: Class 18 contains 1115 members 
Mstep: Class 19 contains 107797 members 
Mstep: Class 20 contains 3164 members 
Mstep: Class 21 contains 6630 members 
Mstep: Class 22 contains 188520 members 
Mstep: Class 23 contains 9665 members 
Entering Unmasked Estep 
Score: -35932924.000000 Penalty: 50359.671875
Splitting cluster 9 changes total score from -35933536.000000 to -35932924.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (15501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Entering Unmasked Estep 
Score: -841785.000000 Penalty: 1567.907227
	Iteration 0F: 2 clusters Score -841785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -831039.500000 Penalty: 3135.814453
	Iteration 0F: 3 clusters Score -831039.5 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -834781.875000 Penalty: 3135.814453
	Iteration 1F: 3 clusters Score -834781.9 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -835100.937500 Penalty: 3135.814453
	Iteration 2F: 3 clusters Score -835100.9 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -835411.312500 Penalty: 3135.814453
	Iteration 3Q: 3 clusters Score -835411.3 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -835694.375000 Penalty: 3135.814453
	Iteration 4Q: 3 clusters Score -835694.4 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -835991.437500 Penalty: 3135.814453
	Iteration 5Q: 3 clusters Score -835991.4 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -836336.187500 Penalty: 3135.814453
	Iteration 6Q: 3 clusters Score -836336.2 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -836687.375000 Penalty: 3135.814453
	Iteration 7Q: 3 clusters Score -836687.4 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -837109.437500 Penalty: 3135.814453
	Iteration 8Q: 3 clusters Score -837109.4 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -837587.500000 Penalty: 3135.814453
	Iteration 9Q: 3 clusters Score -837587.5 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -838030.500000 Penalty: 3135.814453
	Iteration 10Q: 3 clusters Score -838030.5 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -838392.625000 Penalty: 3135.814453
	Iteration 11Q: 3 clusters Score -838392.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -838702.312500 Penalty: 3135.814453
	Iteration 12Q: 3 clusters Score -838702.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -838946.062500 Penalty: 3135.814453
	Iteration 13Q: 3 clusters Score -838946.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -839133.750000 Penalty: 3135.814453
	Iteration 14Q: 3 clusters Score -839133.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -839303.000000 Penalty: 3135.814453
	Iteration 15Q: 3 clusters Score -839303 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -839446.875000 Penalty: 3135.814453
	Iteration 16Q: 3 clusters Score -839446.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -839580.000000 Penalty: 3135.814453
	Iteration 17Q: 3 clusters Score -839580 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -839707.875000 Penalty: 3135.814453
	Iteration 18Q: 3 clusters Score -839707.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -839835.437500 Penalty: 3135.814453
	Iteration 19Q: 3 clusters Score -839835.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -839960.937500 Penalty: 3135.814453
	Iteration 20F: 3 clusters Score -839960.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -840080.187500 Penalty: 3135.814453
	Iteration 21Q: 3 clusters Score -840080.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -840186.187500 Penalty: 3135.814453
	Iteration 22Q: 3 clusters Score -840186.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -840260.125000 Penalty: 3135.814453
	Iteration 23Q: 3 clusters Score -840260.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -840313.500000 Penalty: 3135.814453
	Iteration 24Q: 3 clusters Score -840313.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -840358.312500 Penalty: 3135.814453
	Iteration 25Q: 3 clusters Score -840358.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -840399.937500 Penalty: 3135.814453
	Iteration 26Q: 3 clusters Score -840399.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -840423.625000 Penalty: 3135.814453
	Iteration 27Q: 3 clusters Score -840423.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -840443.750000 Penalty: 3135.814453
	Iteration 28Q: 3 clusters Score -840443.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -840463.125000 Penalty: 3135.814453
	Iteration 29Q: 3 clusters Score -840463.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -840478.437500 Penalty: 3135.814453
	Iteration 30Q: 3 clusters Score -840478.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -840491.687500 Penalty: 3135.814453
	Iteration 31Q: 3 clusters Score -840491.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -840505.312500 Penalty: 3135.814453
	Iteration 32Q: 3 clusters Score -840505.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -840513.812500 Penalty: 3135.814453
	Iteration 33Q: 3 clusters Score -840513.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -840519.062500 Penalty: 3135.814453
	Iteration 34Q: 3 clusters Score -840519.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -840527.312500 Penalty: 3135.814453
	Iteration 35Q: 3 clusters Score -840527.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -840532.625000 Penalty: 3135.814453
	Iteration 36Q: 3 clusters Score -840532.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -840536.000000 Penalty: 3135.814453
	Iteration 37Q: 3 clusters Score -840536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -840536.375000 Penalty: 3135.814453
	Iteration 38Q: 3 clusters Score -840536.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -840536.375000 Penalty: 3135.814453
	Iteration 39F: 3 clusters Score -840536.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Entering Unmasked Estep 
Score: -379876.125000 Penalty: 1470.767334
	Iteration 0F: 2 clusters Score -379876.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -373661.500000 Penalty: 2941.534668
	Iteration 0F: 3 clusters Score -373661.5 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -375731.750000 Penalty: 2941.534668
	Iteration 1F: 3 clusters Score -375731.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -376037.250000 Penalty: 2941.534668
	Iteration 2F: 3 clusters Score -376037.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -376301.031250 Penalty: 2941.534668
	Iteration 3F: 3 clusters Score -376301 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -376529.343750 Penalty: 2941.534668
	Iteration 4Q: 3 clusters Score -376529.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -376805.906250 Penalty: 2941.534668
	Iteration 5Q: 3 clusters Score -376805.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -377071.281250 Penalty: 2941.534668
	Iteration 6Q: 3 clusters Score -377071.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -377277.968750 Penalty: 2941.534668
	Iteration 7Q: 3 clusters Score -377278 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -377481.343750 Penalty: 2941.534668
	Iteration 8Q: 3 clusters Score -377481.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -377641.031250 Penalty: 2941.534668
	Iteration 9Q: 3 clusters Score -377641 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -377789.500000 Penalty: 2941.534668
	Iteration 10Q: 3 clusters Score -377789.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -377931.281250 Penalty: 2941.534668
	Iteration 11Q: 3 clusters Score -377931.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -378059.843750 Penalty: 2941.534668
	Iteration 12Q: 3 clusters Score -378059.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -378181.937500 Penalty: 2941.534668
	Iteration 13Q: 3 clusters Score -378181.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -378302.218750 Penalty: 2941.534668
	Iteration 14Q: 3 clusters Score -378302.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -378411.125000 Penalty: 2941.534668
	Iteration 15Q: 3 clusters Score -378411.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -378500.062500 Penalty: 2941.534668
	Iteration 16Q: 3 clusters Score -378500.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -378589.562500 Penalty: 2941.534668
	Iteration 17Q: 3 clusters Score -378589.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -378661.000000 Penalty: 2941.534668
	Iteration 18Q: 3 clusters Score -378661 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -378738.031250 Penalty: 2941.534668
	Iteration 19Q: 3 clusters Score -378738 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -378816.218750 Penalty: 2941.534668
	Iteration 20F: 3 clusters Score -378816.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -378871.968750 Penalty: 2941.534668
	Iteration 21Q: 3 clusters Score -378872 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -378922.656250 Penalty: 2941.534668
	Iteration 22Q: 3 clusters Score -378922.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -378966.218750 Penalty: 2941.534668
	Iteration 23Q: 3 clusters Score -378966.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -379009.062500 Penalty: 2941.534668
	Iteration 24Q: 3 clusters Score -379009.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -379041.031250 Penalty: 2941.534668
	Iteration 25Q: 3 clusters Score -379041 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -379065.375000 Penalty: 2941.534668
	Iteration 26Q: 3 clusters Score -379065.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -379083.906250 Penalty: 2941.534668
	Iteration 27Q: 3 clusters Score -379083.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -379099.531250 Penalty: 2941.534668
	Iteration 28Q: 3 clusters Score -379099.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -379117.937500 Penalty: 2941.534668
	Iteration 29Q: 3 clusters Score -379117.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -379133.093750 Penalty: 2941.534668
	Iteration 30Q: 3 clusters Score -379133.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -379148.062500 Penalty: 2941.534668
	Iteration 31Q: 3 clusters Score -379148.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -379160.468750 Penalty: 2941.534668
	Iteration 32Q: 3 clusters Score -379160.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -379174.093750 Penalty: 2941.534668
	Iteration 33Q: 3 clusters Score -379174.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -379189.031250 Penalty: 2941.534668
	Iteration 34Q: 3 clusters Score -379189 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -379199.125000 Penalty: 2941.534668
	Iteration 35Q: 3 clusters Score -379199.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -379218.156250 Penalty: 2941.534668
	Iteration 36Q: 3 clusters Score -379218.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -379233.875000 Penalty: 2941.534668
	Iteration 37Q: 3 clusters Score -379233.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -379249.000000 Penalty: 2941.534668
	Iteration 38Q: 3 clusters Score -379249 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -379264.187500 Penalty: 2941.534668
	Iteration 39Q: 3 clusters Score -379264.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -379282.656250 Penalty: 2941.534668
	Iteration 40F: 3 clusters Score -379282.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -379300.187500 Penalty: 2941.534668
	Iteration 41Q: 3 clusters Score -379300.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -379318.000000 Penalty: 2941.534668
	Iteration 42Q: 3 clusters Score -379318 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -379337.687500 Penalty: 2941.534668
	Iteration 43Q: 3 clusters Score -379337.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -379358.750000 Penalty: 2941.534668
	Iteration 44Q: 3 clusters Score -379358.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -379378.031250 Penalty: 2941.534668
	Iteration 45Q: 3 clusters Score -379378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -379392.093750 Penalty: 2941.534668
	Iteration 46Q: 3 clusters Score -379392.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -379406.968750 Penalty: 2941.534668
	Iteration 47Q: 3 clusters Score -379407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -379416.500000 Penalty: 2941.534668
	Iteration 48Q: 3 clusters Score -379416.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -379421.968750 Penalty: 2941.534668
	Iteration 49Q: 3 clusters Score -379422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -379423.593750 Penalty: 2941.534668
	Iteration 50Q: 3 clusters Score -379423.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -379425.875000 Penalty: 2941.534668
	Iteration 51Q: 3 clusters Score -379425.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -379428.125000 Penalty: 2941.534668
	Iteration 52Q: 3 clusters Score -379428.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -379429.187500 Penalty: 2941.534668
	Iteration 53Q: 3 clusters Score -379429.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -379430.156250 Penalty: 2941.534668
	Iteration 54Q: 3 clusters Score -379430.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -379430.156250 Penalty: 2941.534668
	Iteration 55F: 3 clusters Score -379430.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Entering Unmasked Estep 
Score: -224907.640625 Penalty: 1385.435547
	Iteration 0F: 2 clusters Score -224907.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -221032.609375 Penalty: 2770.871094
	Iteration 0F: 3 clusters Score -221032.6 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -222841.218750 Penalty: 2770.871094
	Iteration 1F: 3 clusters Score -222841.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -223691.765625 Penalty: 2770.871094
	Iteration 2F: 3 clusters Score -223691.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -224699.578125 Penalty: 2770.871094
	Iteration 3F: 3 clusters Score -224699.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -225471.187500 Penalty: 2770.871094
	Iteration 4F: 3 clusters Score -225471.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -225935.625000 Penalty: 2770.871094
	Iteration 5F: 3 clusters Score -225935.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -226592.609375 Penalty: 2770.871094
	Iteration 6Q: 3 clusters Score -226592.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -227015.625000 Penalty: 2770.871094
	Iteration 7Q: 3 clusters Score -227015.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -227072.703125 Penalty: 2770.871094
	Iteration 8Q: 3 clusters Score -227072.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -227090.828125 Penalty: 2770.871094
	Iteration 9Q: 3 clusters Score -227090.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -227101.703125 Penalty: 2770.871094
	Iteration 10Q: 3 clusters Score -227101.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -227106.828125 Penalty: 2770.871094
	Iteration 11Q: 3 clusters Score -227106.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -227110.656250 Penalty: 2770.871094
	Iteration 12Q: 3 clusters Score -227110.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -227113.875000 Penalty: 2770.871094
	Iteration 13Q: 3 clusters Score -227113.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -227114.359375 Penalty: 2770.871094
	Iteration 14Q: 3 clusters Score -227114.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -227115.515625 Penalty: 2770.871094
	Iteration 15Q: 3 clusters Score -227115.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -227116.328125 Penalty: 2770.871094
	Iteration 16Q: 3 clusters Score -227116.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -227118.906250 Penalty: 2770.871094
	Iteration 17Q: 3 clusters Score -227118.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -227118.859375 Penalty: 2770.871094
	Iteration 18Q: 3 clusters Score -227118.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -227119.593750 Penalty: 2770.871094
	Iteration 19Q: 3 clusters Score -227119.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -227119.593750 Penalty: 2770.871094
	Iteration 20F: 3 clusters Score -227119.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87506 members 
Mstep: Class 2 contains 7416 members 
Mstep: Class 3 contains 7390 members 
Mstep: Class 4 contains 10135 members 
Mstep: Class 5 contains 70840 members 
Mstep: Class 6 contains 29613 members 
Mstep: Class 7 contains 33457 members 
Mstep: Class 8 contains 7577 members 
Mstep: Class 9 contains 11487 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 8526 members 
Mstep: Class 12 contains 1842 members 
Mstep: Class 13 contains 4399 members 
Mstep: Class 14 contains 7166 members 
Mstep: Class 15 contains 79931 members 
Mstep: Class 16 contains 3196 members 
Mstep: Class 17 contains 14401 members 
Mstep: Class 18 contains 1115 members 
Mstep: Class 19 contains 107797 members 
Mstep: Class 20 contains 3164 members 
Mstep: Class 21 contains 6630 members 
Mstep: Class 22 contains 188520 members 
Mstep: Class 23 contains 3201 members 
Entering Unmasked Estep 
Score: -35935040.000000 Penalty: 50359.671875
Splitting cluster 12 changes total score from -35933536.000000 to -35935040.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 13 (4399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Entering Unmasked Estep 
Score: -236273.921875 Penalty: 1363.234009
	Iteration 0F: 2 clusters Score -236273.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -232686.750000 Penalty: 2726.468018
	Iteration 0F: 3 clusters Score -232686.8 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -233566.921875 Penalty: 2726.468018
	Iteration 1F: 3 clusters Score -233566.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -233727.437500 Penalty: 2726.468018
	Iteration 2F: 3 clusters Score -233727.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -233905.359375 Penalty: 2726.468018
	Iteration 3F: 3 clusters Score -233905.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -234056.859375 Penalty: 2726.468018
	Iteration 4F: 3 clusters Score -234056.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -234198.156250 Penalty: 2726.468018
	Iteration 5Q: 3 clusters Score -234198.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -234343.015625 Penalty: 2726.468018
	Iteration 6Q: 3 clusters Score -234343 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -234466.343750 Penalty: 2726.468018
	Iteration 7Q: 3 clusters Score -234466.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -234558.937500 Penalty: 2726.468018
	Iteration 8Q: 3 clusters Score -234558.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -234649.093750 Penalty: 2726.468018
	Iteration 9Q: 3 clusters Score -234649.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -234733.093750 Penalty: 2726.468018
	Iteration 10Q: 3 clusters Score -234733.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -234821.812500 Penalty: 2726.468018
	Iteration 11Q: 3 clusters Score -234821.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -234904.406250 Penalty: 2726.468018
	Iteration 12Q: 3 clusters Score -234904.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -234980.359375 Penalty: 2726.468018
	Iteration 13Q: 3 clusters Score -234980.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -235041.031250 Penalty: 2726.468018
	Iteration 14Q: 3 clusters Score -235041 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -235092.921875 Penalty: 2726.468018
	Iteration 15Q: 3 clusters Score -235092.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -235141.296875 Penalty: 2726.468018
	Iteration 16Q: 3 clusters Score -235141.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -235188.296875 Penalty: 2726.468018
	Iteration 17Q: 3 clusters Score -235188.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -235227.171875 Penalty: 2726.468018
	Iteration 18Q: 3 clusters Score -235227.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -235265.812500 Penalty: 2726.468018
	Iteration 19Q: 3 clusters Score -235265.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -235299.656250 Penalty: 2726.468018
	Iteration 20F: 3 clusters Score -235299.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -235325.640625 Penalty: 2726.468018
	Iteration 21Q: 3 clusters Score -235325.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -235348.781250 Penalty: 2726.468018
	Iteration 22Q: 3 clusters Score -235348.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -235358.093750 Penalty: 2726.468018
	Iteration 23Q: 3 clusters Score -235358.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -235361.531250 Penalty: 2726.468018
	Iteration 24Q: 3 clusters Score -235361.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -235364.343750 Penalty: 2726.468018
	Iteration 25Q: 3 clusters Score -235364.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -235368.843750 Penalty: 2726.468018
	Iteration 26Q: 3 clusters Score -235368.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -235373.015625 Penalty: 2726.468018
	Iteration 27Q: 3 clusters Score -235373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -235377.437500 Penalty: 2726.468018
	Iteration 28Q: 3 clusters Score -235377.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -235383.078125 Penalty: 2726.468018
	Iteration 29Q: 3 clusters Score -235383.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -235384.000000 Penalty: 2726.468018
	Iteration 30Q: 3 clusters Score -235384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -235384.656250 Penalty: 2726.468018
	Iteration 31Q: 3 clusters Score -235384.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -235384.968750 Penalty: 2726.468018
	Iteration 32Q: 3 clusters Score -235385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -235384.968750 Penalty: 2726.468018
	Iteration 33F: 3 clusters Score -235385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Entering Unmasked Estep 
Score: -314256.062500 Penalty: 1442.529175
	Iteration 0F: 2 clusters Score -314256.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -308888.437500 Penalty: 2885.058350
	Iteration 0F: 3 clusters Score -308888.4 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -310570.375000 Penalty: 2885.058350
	Iteration 1F: 3 clusters Score -310570.4 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -310907.218750 Penalty: 2885.058350
	Iteration 2F: 3 clusters Score -310907.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -311237.750000 Penalty: 2885.058350
	Iteration 3F: 3 clusters Score -311237.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -311550.375000 Penalty: 2885.058350
	Iteration 4F: 3 clusters Score -311550.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -311824.531250 Penalty: 2885.058350
	Iteration 5F: 3 clusters Score -311824.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -312030.187500 Penalty: 2885.058350
	Iteration 6Q: 3 clusters Score -312030.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -312172.156250 Penalty: 2885.058350
	Iteration 7Q: 3 clusters Score -312172.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -312285.968750 Penalty: 2885.058350
	Iteration 8Q: 3 clusters Score -312286 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -312374.375000 Penalty: 2885.058350
	Iteration 9Q: 3 clusters Score -312374.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -312446.312500 Penalty: 2885.058350
	Iteration 10Q: 3 clusters Score -312446.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -312507.218750 Penalty: 2885.058350
	Iteration 11Q: 3 clusters Score -312507.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -312562.375000 Penalty: 2885.058350
	Iteration 12Q: 3 clusters Score -312562.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -312615.843750 Penalty: 2885.058350
	Iteration 13Q: 3 clusters Score -312615.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -312653.625000 Penalty: 2885.058350
	Iteration 14Q: 3 clusters Score -312653.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -312686.968750 Penalty: 2885.058350
	Iteration 15Q: 3 clusters Score -312687 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -312720.968750 Penalty: 2885.058350
	Iteration 16Q: 3 clusters Score -312721 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -312748.375000 Penalty: 2885.058350
	Iteration 17Q: 3 clusters Score -312748.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -312779.531250 Penalty: 2885.058350
	Iteration 18Q: 3 clusters Score -312779.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -312808.593750 Penalty: 2885.058350
	Iteration 19Q: 3 clusters Score -312808.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -312849.812500 Penalty: 2885.058350
	Iteration 20F: 3 clusters Score -312849.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -312897.468750 Penalty: 2885.058350
	Iteration 21Q: 3 clusters Score -312897.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -312943.531250 Penalty: 2885.058350
	Iteration 22Q: 3 clusters Score -312943.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -312986.625000 Penalty: 2885.058350
	Iteration 23Q: 3 clusters Score -312986.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -313031.031250 Penalty: 2885.058350
	Iteration 24Q: 3 clusters Score -313031 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -313066.531250 Penalty: 2885.058350
	Iteration 25Q: 3 clusters Score -313066.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -313094.343750 Penalty: 2885.058350
	Iteration 26Q: 3 clusters Score -313094.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -313114.812500 Penalty: 2885.058350
	Iteration 27Q: 3 clusters Score -313114.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -313130.843750 Penalty: 2885.058350
	Iteration 28Q: 3 clusters Score -313130.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -313143.250000 Penalty: 2885.058350
	Iteration 29Q: 3 clusters Score -313143.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -313155.593750 Penalty: 2885.058350
	Iteration 30Q: 3 clusters Score -313155.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -313167.812500 Penalty: 2885.058350
	Iteration 31Q: 3 clusters Score -313167.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -313176.000000 Penalty: 2885.058350
	Iteration 32Q: 3 clusters Score -313176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -313182.406250 Penalty: 2885.058350
	Iteration 33Q: 3 clusters Score -313182.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -313186.656250 Penalty: 2885.058350
	Iteration 34Q: 3 clusters Score -313186.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -313191.281250 Penalty: 2885.058350
	Iteration 35Q: 3 clusters Score -313191.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -313194.218750 Penalty: 2885.058350
	Iteration 36Q: 3 clusters Score -313194.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -313197.687500 Penalty: 2885.058350
	Iteration 37Q: 3 clusters Score -313197.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -313201.281250 Penalty: 2885.058350
	Iteration 38Q: 3 clusters Score -313201.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -313202.125000 Penalty: 2885.058350
	Iteration 39Q: 3 clusters Score -313202.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -313204.781250 Penalty: 2885.058350
	Iteration 40F: 3 clusters Score -313204.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -313207.312500 Penalty: 2885.058350
	Iteration 41Q: 3 clusters Score -313207.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -313209.593750 Penalty: 2885.058350
	Iteration 42Q: 3 clusters Score -313209.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -313212.031250 Penalty: 2885.058350
	Iteration 43Q: 3 clusters Score -313212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -313214.187500 Penalty: 2885.058350
	Iteration 44Q: 3 clusters Score -313214.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -313215.156250 Penalty: 2885.058350
	Iteration 45Q: 3 clusters Score -313215.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -313216.437500 Penalty: 2885.058350
	Iteration 46Q: 3 clusters Score -313216.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -313217.468750 Penalty: 2885.058350
	Iteration 47Q: 3 clusters Score -313217.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -313217.875000 Penalty: 2885.058350
	Iteration 48Q: 3 clusters Score -313217.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -313220.031250 Penalty: 2885.058350
	Iteration 49Q: 3 clusters Score -313220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -313220.906250 Penalty: 2885.058350
	Iteration 50Q: 3 clusters Score -313220.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -313222.687500 Penalty: 2885.058350
	Iteration 51Q: 3 clusters Score -313222.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -313224.125000 Penalty: 2885.058350
	Iteration 52Q: 3 clusters Score -313224.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -313224.875000 Penalty: 2885.058350
	Iteration 53Q: 3 clusters Score -313224.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -313227.468750 Penalty: 2885.058350
	Iteration 54Q: 3 clusters Score -313227.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -313229.937500 Penalty: 2885.058350
	Iteration 55Q: 3 clusters Score -313229.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -313231.781250 Penalty: 2885.058350
	Iteration 56Q: 3 clusters Score -313231.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -313232.468750 Penalty: 2885.058350
	Iteration 57Q: 3 clusters Score -313232.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -313232.218750 Penalty: 2885.058350
	Iteration 58Q: 3 clusters Score -313232.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -313235.156250 Penalty: 2885.058350
	Iteration 59Q: 3 clusters Score -313235.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -313240.500000 Penalty: 2885.058350
	Iteration 60F: 3 clusters Score -313240.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -313242.281250 Penalty: 2885.058350
	Iteration 61Q: 3 clusters Score -313242.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -313243.718750 Penalty: 2885.058350
	Iteration 62Q: 3 clusters Score -313243.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -313244.375000 Penalty: 2885.058350
	Iteration 63Q: 3 clusters Score -313244.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -313246.718750 Penalty: 2885.058350
	Iteration 64Q: 3 clusters Score -313246.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -313248.125000 Penalty: 2885.058350
	Iteration 65Q: 3 clusters Score -313248.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -313248.812500 Penalty: 2885.058350
	Iteration 66Q: 3 clusters Score -313248.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -313252.593750 Penalty: 2885.058350
	Iteration 67Q: 3 clusters Score -313252.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -313255.125000 Penalty: 2885.058350
	Iteration 68Q: 3 clusters Score -313255.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -313258.937500 Penalty: 2885.058350
	Iteration 69Q: 3 clusters Score -313258.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -313261.125000 Penalty: 2885.058350
	Iteration 70Q: 3 clusters Score -313261.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -313261.875000 Penalty: 2885.058350
	Iteration 71Q: 3 clusters Score -313261.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -313263.468750 Penalty: 2885.058350
	Iteration 72Q: 3 clusters Score -313263.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -313264.000000 Penalty: 2885.058350
	Iteration 73Q: 3 clusters Score -313264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -313264.375000 Penalty: 2885.058350
	Iteration 74Q: 3 clusters Score -313264.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -313264.375000 Penalty: 2885.058350
	Iteration 75F: 3 clusters Score -313264.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (79931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79931 members 
Entering Unmasked Estep 
Score: -4272529.500000 Penalty: 1834.449463
	Iteration 0F: 2 clusters Score -4272530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -4219333.000000 Penalty: 3668.898926
	Iteration 0F: 3 clusters Score -4219333 nChanged 38017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -4241060.000000 Penalty: 3668.898926
	Iteration 1F: 3 clusters Score -4241060 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -4241586.000000 Penalty: 3668.898926
	Iteration 2Q: 3 clusters Score -4241586 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -4242080.000000 Penalty: 3668.898926
	Iteration 3Q: 3 clusters Score -4242080 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -4242606.500000 Penalty: 3668.898926
	Iteration 4Q: 3 clusters Score -4242606 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -4243135.000000 Penalty: 3668.898926
	Iteration 5Q: 3 clusters Score -4243135 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -4243718.500000 Penalty: 3668.898926
	Iteration 6Q: 3 clusters Score -4243718 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -4244343.000000 Penalty: 3668.898926
	Iteration 7Q: 3 clusters Score -4244343 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -4245059.000000 Penalty: 3668.898926
	Iteration 8Q: 3 clusters Score -4245059 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -4246001.000000 Penalty: 3668.898926
	Iteration 9Q: 3 clusters Score -4246001 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -4247319.500000 Penalty: 3668.898926
	Iteration 10Q: 3 clusters Score -4247320 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -4249192.500000 Penalty: 3668.898926
	Iteration 11Q: 3 clusters Score -4249192 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 50349 members 
Entering Unmasked Estep 
Score: -4251951.000000 Penalty: 3668.898926
	Iteration 12Q: 3 clusters Score -4251951 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 53081 members 
Entering Unmasked Estep 
Score: -4254893.500000 Penalty: 3668.898926
	Iteration 13F: 3 clusters Score -4254894 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -4257253.000000 Penalty: 3668.898926
	Iteration 14Q: 3 clusters Score -4257253 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 57248 members 
Entering Unmasked Estep 
Score: -4258777.500000 Penalty: 3668.898926
	Iteration 15Q: 3 clusters Score -4258778 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 58780 members 
Entering Unmasked Estep 
Score: -4259716.000000 Penalty: 3668.898926
	Iteration 16Q: 3 clusters Score -4259716 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 60275 members 
Entering Unmasked Estep 
Score: -4260362.000000 Penalty: 3668.898926
	Iteration 17Q: 3 clusters Score -4260362 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 61762 members 
Entering Unmasked Estep 
Score: -4260911.000000 Penalty: 3668.898926
	Iteration 18Q: 3 clusters Score -4260911 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 63286 members 
Entering Unmasked Estep 
Score: -4261505.000000 Penalty: 3668.898926
	Iteration 19Q: 3 clusters Score -4261505 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 64865 members 
Entering Unmasked Estep 
Score: -4262107.500000 Penalty: 3668.898926
	Iteration 20F: 3 clusters Score -4262108 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 66476 members 
Entering Unmasked Estep 
Score: -4262805.000000 Penalty: 3668.898926
	Iteration 21Q: 3 clusters Score -4262805 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 68149 members 
Entering Unmasked Estep 
Score: -4263590.000000 Penalty: 3668.898926
	Iteration 22Q: 3 clusters Score -4263590 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 69806 members 
Entering Unmasked Estep 
Score: -4264417.500000 Penalty: 3668.898926
	Iteration 23Q: 3 clusters Score -4264418 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 71419 members 
Entering Unmasked Estep 
Score: -4265291.500000 Penalty: 3668.898926
	Iteration 24Q: 3 clusters Score -4265292 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 73030 members 
Entering Unmasked Estep 
Score: -4266267.500000 Penalty: 3668.898926
	Iteration 25Q: 3 clusters Score -4266268 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 74518 members 
Entering Unmasked Estep 
Score: -4267261.000000 Penalty: 3668.898926
	Iteration 26Q: 3 clusters Score -4267261 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 75841 members 
Entering Unmasked Estep 
Score: -4268151.000000 Penalty: 3668.898926
	Iteration 27Q: 3 clusters Score -4268151 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 76948 members 
Entering Unmasked Estep 
Score: -4268927.000000 Penalty: 3668.898926
	Iteration 28Q: 3 clusters Score -4268927 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 77856 members 
Entering Unmasked Estep 
Score: -4269620.000000 Penalty: 3668.898926
	Iteration 29Q: 3 clusters Score -4269620 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 78528 members 
Entering Unmasked Estep 
Score: -4270152.000000 Penalty: 3668.898926
	Iteration 30Q: 3 clusters Score -4270152 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 78965 members 
Entering Unmasked Estep 
Score: -4270487.500000 Penalty: 3668.898926
	Iteration 31Q: 3 clusters Score -4270488 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 79206 members 
Entering Unmasked Estep 
Score: -4270666.500000 Penalty: 3668.898926
	Iteration 32Q: 3 clusters Score -4270666 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 79358 members 
Entering Unmasked Estep 
Score: -4270778.500000 Penalty: 3668.898926
	Iteration 33Q: 3 clusters Score -4270778 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 79441 members 
Entering Unmasked Estep 
Score: -4270851.000000 Penalty: 3668.898926
	Iteration 34Q: 3 clusters Score -4270851 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 79491 members 
Entering Unmasked Estep 
Score: -4270899.500000 Penalty: 3668.898926
	Iteration 35Q: 3 clusters Score -4270900 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 79527 members 
Entering Unmasked Estep 
Score: -4270920.500000 Penalty: 3668.898926
	Iteration 36Q: 3 clusters Score -4270920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 79551 members 
Entering Unmasked Estep 
Score: -4270951.000000 Penalty: 3668.898926
	Iteration 37Q: 3 clusters Score -4270951 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 79574 members 
Entering Unmasked Estep 
Score: -4270974.500000 Penalty: 3668.898926
	Iteration 38Q: 3 clusters Score -4270974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 79587 members 
Entering Unmasked Estep 
Score: -4270989.500000 Penalty: 3668.898926
	Iteration 39Q: 3 clusters Score -4270990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 79597 members 
Entering Unmasked Estep 
Score: -4271006.000000 Penalty: 3668.898926
	Iteration 40F: 3 clusters Score -4271006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 79608 members 
Entering Unmasked Estep 
Score: -4271013.500000 Penalty: 3668.898926
	Iteration 41Q: 3 clusters Score -4271014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 79612 members 
Entering Unmasked Estep 
Score: -4271017.500000 Penalty: 3668.898926
	Iteration 42Q: 3 clusters Score -4271018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 79617 members 
Entering Unmasked Estep 
Score: -4271025.500000 Penalty: 3668.898926
	Iteration 43Q: 3 clusters Score -4271026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 79621 members 
Entering Unmasked Estep 
Score: -4271023.500000 Penalty: 3668.898926
	Iteration 44Q: 3 clusters Score -4271024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 79622 members 
Entering Unmasked Estep 
Score: -4271028.500000 Penalty: 3668.898926
	Iteration 45Q: 3 clusters Score -4271028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 79623 members 
Entering Unmasked Estep 
Score: -4271031.000000 Penalty: 3668.898926
	Iteration 46Q: 3 clusters Score -4271031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -4271025.000000 Penalty: 3668.898926
	Iteration 47Q: 3 clusters Score -4271025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 79628 members 
Entering Unmasked Estep 
Score: -4271028.000000 Penalty: 3668.898926
	Iteration 48Q: 3 clusters Score -4271028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 79629 members 
Entering Unmasked Estep 
Score: -4271033.500000 Penalty: 3668.898926
	Iteration 49Q: 3 clusters Score -4271034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 79631 members 
Entering Unmasked Estep 
Score: -4271031.000000 Penalty: 3668.898926
	Iteration 50Q: 3 clusters Score -4271031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 79631 members 
Entering Unmasked Estep 
Score: -4271031.000000 Penalty: 3668.898926
	Iteration 51F: 3 clusters Score -4271031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Entering Unmasked Estep 
Score: -163088.703125 Penalty: 1311.318970
	Iteration 0F: 2 clusters Score -163088.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -160288.812500 Penalty: 2622.637939
	Iteration 0F: 3 clusters Score -160288.8 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -160951.203125 Penalty: 2622.637939
	Iteration 1F: 3 clusters Score -160951.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -161108.906250 Penalty: 2622.637939
	Iteration 2F: 3 clusters Score -161108.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -161273.218750 Penalty: 2622.637939
	Iteration 3F: 3 clusters Score -161273.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -161466.625000 Penalty: 2622.637939
	Iteration 4F: 3 clusters Score -161466.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -161660.328125 Penalty: 2622.637939
	Iteration 5F: 3 clusters Score -161660.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -161854.312500 Penalty: 2622.637939
	Iteration 6F: 3 clusters Score -161854.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -162033.593750 Penalty: 2622.637939
	Iteration 7F: 3 clusters Score -162033.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -162157.593750 Penalty: 2622.637939
	Iteration 8Q: 3 clusters Score -162157.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -162213.015625 Penalty: 2622.637939
	Iteration 9Q: 3 clusters Score -162213 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -162240.093750 Penalty: 2622.637939
	Iteration 10Q: 3 clusters Score -162240.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -162254.453125 Penalty: 2622.637939
	Iteration 11Q: 3 clusters Score -162254.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -162261.593750 Penalty: 2622.637939
	Iteration 12Q: 3 clusters Score -162261.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -162268.875000 Penalty: 2622.637939
	Iteration 13Q: 3 clusters Score -162268.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -162277.109375 Penalty: 2622.637939
	Iteration 14Q: 3 clusters Score -162277.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -162283.609375 Penalty: 2622.637939
	Iteration 15Q: 3 clusters Score -162283.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -162286.656250 Penalty: 2622.637939
	Iteration 16Q: 3 clusters Score -162286.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -162288.750000 Penalty: 2622.637939
	Iteration 17Q: 3 clusters Score -162288.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -162289.859375 Penalty: 2622.637939
	Iteration 18Q: 3 clusters Score -162289.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -162292.015625 Penalty: 2622.637939
	Iteration 19Q: 3 clusters Score -162292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -162293.921875 Penalty: 2622.637939
	Iteration 20F: 3 clusters Score -162293.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -162294.968750 Penalty: 2622.637939
	Iteration 21Q: 3 clusters Score -162295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -162297.593750 Penalty: 2622.637939
	Iteration 22Q: 3 clusters Score -162297.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -162301.578125 Penalty: 2622.637939
	Iteration 23Q: 3 clusters Score -162301.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -162305.140625 Penalty: 2622.637939
	Iteration 24Q: 3 clusters Score -162305.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -162305.921875 Penalty: 2622.637939
	Iteration 25Q: 3 clusters Score -162305.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -162306.375000 Penalty: 2622.637939
	Iteration 26Q: 3 clusters Score -162306.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -162307.296875 Penalty: 2622.637939
	Iteration 27Q: 3 clusters Score -162307.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -162307.937500 Penalty: 2622.637939
	Iteration 28Q: 3 clusters Score -162307.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -162309.031250 Penalty: 2622.637939
	Iteration 29Q: 3 clusters Score -162309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -162309.906250 Penalty: 2622.637939
	Iteration 30Q: 3 clusters Score -162309.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -162311.093750 Penalty: 2622.637939
	Iteration 31Q: 3 clusters Score -162311.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -162312.171875 Penalty: 2622.637939
	Iteration 32Q: 3 clusters Score -162312.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -162312.171875 Penalty: 2622.637939
	Iteration 33F: 3 clusters Score -162312.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Entering Unmasked Estep 
Score: -734071.562500 Penalty: 1555.946167
	Iteration 0F: 2 clusters Score -734071.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -724130.062500 Penalty: 3111.892334
	Iteration 0F: 3 clusters Score -724130.1 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -727541.312500 Penalty: 3111.892334
	Iteration 1F: 3 clusters Score -727541.3 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -727933.937500 Penalty: 3111.892334
	Iteration 2F: 3 clusters Score -727933.9 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -728322.125000 Penalty: 3111.892334
	Iteration 3F: 3 clusters Score -728322.1 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -728736.437500 Penalty: 3111.892334
	Iteration 4F: 3 clusters Score -728736.4 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -729220.875000 Penalty: 3111.892334
	Iteration 5F: 3 clusters Score -729220.9 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -729852.375000 Penalty: 3111.892334
	Iteration 6F: 3 clusters Score -729852.4 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -730488.500000 Penalty: 3111.892334
	Iteration 7F: 3 clusters Score -730488.5 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -731041.937500 Penalty: 3111.892334
	Iteration 8F: 3 clusters Score -731041.9 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -731444.875000 Penalty: 3111.892334
	Iteration 9F: 3 clusters Score -731444.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -731700.750000 Penalty: 3111.892334
	Iteration 10Q: 3 clusters Score -731700.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -731886.812500 Penalty: 3111.892334
	Iteration 11Q: 3 clusters Score -731886.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -732008.812500 Penalty: 3111.892334
	Iteration 12Q: 3 clusters Score -732008.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -732110.437500 Penalty: 3111.892334
	Iteration 13Q: 3 clusters Score -732110.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -732201.625000 Penalty: 3111.892334
	Iteration 14Q: 3 clusters Score -732201.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -732300.437500 Penalty: 3111.892334
	Iteration 15Q: 3 clusters Score -732300.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -732394.375000 Penalty: 3111.892334
	Iteration 16Q: 3 clusters Score -732394.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -732490.312500 Penalty: 3111.892334
	Iteration 17Q: 3 clusters Score -732490.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -732592.937500 Penalty: 3111.892334
	Iteration 18Q: 3 clusters Score -732592.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -732687.125000 Penalty: 3111.892334
	Iteration 19Q: 3 clusters Score -732687.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -732787.062500 Penalty: 3111.892334
	Iteration 20F: 3 clusters Score -732787.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -732883.562500 Penalty: 3111.892334
	Iteration 21Q: 3 clusters Score -732883.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -732975.562500 Penalty: 3111.892334
	Iteration 22Q: 3 clusters Score -732975.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -733066.812500 Penalty: 3111.892334
	Iteration 23Q: 3 clusters Score -733066.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -733143.750000 Penalty: 3111.892334
	Iteration 24Q: 3 clusters Score -733143.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -733211.312500 Penalty: 3111.892334
	Iteration 25Q: 3 clusters Score -733211.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -733264.125000 Penalty: 3111.892334
	Iteration 26Q: 3 clusters Score -733264.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -733307.375000 Penalty: 3111.892334
	Iteration 27Q: 3 clusters Score -733307.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -733345.125000 Penalty: 3111.892334
	Iteration 28Q: 3 clusters Score -733345.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -733374.312500 Penalty: 3111.892334
	Iteration 29Q: 3 clusters Score -733374.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -733395.500000 Penalty: 3111.892334
	Iteration 30Q: 3 clusters Score -733395.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -733409.687500 Penalty: 3111.892334
	Iteration 31Q: 3 clusters Score -733409.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -733422.562500 Penalty: 3111.892334
	Iteration 32Q: 3 clusters Score -733422.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -733430.750000 Penalty: 3111.892334
	Iteration 33Q: 3 clusters Score -733430.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -733441.562500 Penalty: 3111.892334
	Iteration 34Q: 3 clusters Score -733441.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -733446.875000 Penalty: 3111.892334
	Iteration 35Q: 3 clusters Score -733446.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -733448.000000 Penalty: 3111.892334
	Iteration 36Q: 3 clusters Score -733448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -733452.250000 Penalty: 3111.892334
	Iteration 37Q: 3 clusters Score -733452.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -733456.125000 Penalty: 3111.892334
	Iteration 38Q: 3 clusters Score -733456.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -733461.562500 Penalty: 3111.892334
	Iteration 39Q: 3 clusters Score -733461.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -733460.687500 Penalty: 3111.892334
	Iteration 40F: 3 clusters Score -733460.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -733463.875000 Penalty: 3111.892334
	Iteration 41Q: 3 clusters Score -733463.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -733462.437500 Penalty: 3111.892334
	Iteration 42Q: 3 clusters Score -733462.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -733462.937500 Penalty: 3111.892334
	Iteration 43Q: 3 clusters Score -733462.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -733463.562500 Penalty: 3111.892334
	Iteration 44Q: 3 clusters Score -733463.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -733463.562500 Penalty: 3111.892334
	Iteration 45F: 3 clusters Score -733463.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -52274.867188 Penalty: 1140.199097
	Iteration 0F: 2 clusters Score -52274.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -50753.402344 Penalty: 2280.398193
	Iteration 0F: 3 clusters Score -50753.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -51011.972656 Penalty: 2280.398193
	Iteration 1F: 3 clusters Score -51011.97 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -51092.535156 Penalty: 2280.398193
	Iteration 2F: 3 clusters Score -51092.54 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -51146.324219 Penalty: 2280.398193
	Iteration 3F: 3 clusters Score -51146.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -51188.574219 Penalty: 2280.398193
	Iteration 4Q: 3 clusters Score -51188.57 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -51214.359375 Penalty: 2280.398193
	Iteration 5Q: 3 clusters Score -51214.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -51241.929688 Penalty: 2280.398193
	Iteration 6Q: 3 clusters Score -51241.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -51259.199219 Penalty: 2280.398193
	Iteration 7Q: 3 clusters Score -51259.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -51270.316406 Penalty: 2280.398193
	Iteration 8Q: 3 clusters Score -51270.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -51282.394531 Penalty: 2280.398193
	Iteration 9Q: 3 clusters Score -51282.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -51285.574219 Penalty: 2280.398193
	Iteration 10Q: 3 clusters Score -51285.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -51290.171875 Penalty: 2280.398193
	Iteration 11Q: 3 clusters Score -51290.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -51300.191406 Penalty: 2280.398193
	Iteration 12Q: 3 clusters Score -51300.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -51310.332031 Penalty: 2280.398193
	Iteration 13Q: 3 clusters Score -51310.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -51316.410156 Penalty: 2280.398193
	Iteration 14Q: 3 clusters Score -51316.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -51324.531250 Penalty: 2280.398193
	Iteration 15Q: 3 clusters Score -51324.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -51330.027344 Penalty: 2280.398193
	Iteration 16Q: 3 clusters Score -51330.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -51333.570312 Penalty: 2280.398193
	Iteration 17Q: 3 clusters Score -51333.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -51342.335938 Penalty: 2280.398193
	Iteration 18Q: 3 clusters Score -51342.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -51351.390625 Penalty: 2280.398193
	Iteration 19Q: 3 clusters Score -51351.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -51366.023438 Penalty: 2280.398193
	Iteration 20F: 3 clusters Score -51366.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -51376.015625 Penalty: 2280.398193
	Iteration 21Q: 3 clusters Score -51376.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -51381.011719 Penalty: 2280.398193
	Iteration 22Q: 3 clusters Score -51381.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -51395.144531 Penalty: 2280.398193
	Iteration 23Q: 3 clusters Score -51395.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -51403.082031 Penalty: 2280.398193
	Iteration 24Q: 3 clusters Score -51403.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -51414.652344 Penalty: 2280.398193
	Iteration 25Q: 3 clusters Score -51414.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -51418.507812 Penalty: 2280.398193
	Iteration 26Q: 3 clusters Score -51418.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -51422.445312 Penalty: 2280.398193
	Iteration 27Q: 3 clusters Score -51422.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -51425.527344 Penalty: 2280.398193
	Iteration 28Q: 3 clusters Score -51425.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -51426.617188 Penalty: 2280.398193
	Iteration 29Q: 3 clusters Score -51426.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -51430.011719 Penalty: 2280.398193
	Iteration 30Q: 3 clusters Score -51430.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -51432.152344 Penalty: 2280.398193
	Iteration 31Q: 3 clusters Score -51432.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -51433.484375 Penalty: 2280.398193
	Iteration 32Q: 3 clusters Score -51433.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -51433.484375 Penalty: 2280.398193
	Iteration 33F: 3 clusters Score -51433.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (107797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107797 members 
Entering Unmasked Estep 
Score: -5794775.000000 Penalty: 1883.050781
	Iteration 0F: 2 clusters Score -5794775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54072 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -5722929.000000 Penalty: 3766.101562
	Iteration 0F: 3 clusters Score -5722929 nChanged 51666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -5752737.500000 Penalty: 3766.101562
	Iteration 1F: 3 clusters Score -5752738 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56706 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -5753623.000000 Penalty: 3766.101562
	Iteration 2Q: 3 clusters Score -5753623 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -5754716.000000 Penalty: 3766.101562
	Iteration 3Q: 3 clusters Score -5754716 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60694 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -5756352.500000 Penalty: 3766.101562
	Iteration 4Q: 3 clusters Score -5756352 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64421 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -5758805.500000 Penalty: 3766.101562
	Iteration 5Q: 3 clusters Score -5758806 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69677 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -5762473.500000 Penalty: 3766.101562
	Iteration 6F: 3 clusters Score -5762474 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76446 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -5767852.500000 Penalty: 3766.101562
	Iteration 7F: 3 clusters Score -5767852 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83901 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -5774460.000000 Penalty: 3766.101562
	Iteration 8F: 3 clusters Score -5774460 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90642 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -5780962.500000 Penalty: 3766.101562
	Iteration 9F: 3 clusters Score -5780962 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95376 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -5785785.000000 Penalty: 3766.101562
	Iteration 10Q: 3 clusters Score -5785785 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98269 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -5788635.000000 Penalty: 3766.101562
	Iteration 11Q: 3 clusters Score -5788635 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100037 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -5790193.000000 Penalty: 3766.101562
	Iteration 12Q: 3 clusters Score -5790193 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101250 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -5791142.000000 Penalty: 3766.101562
	Iteration 13Q: 3 clusters Score -5791142 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102103 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -5791698.000000 Penalty: 3766.101562
	Iteration 14Q: 3 clusters Score -5791698 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102739 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -5791987.000000 Penalty: 3766.101562
	Iteration 15Q: 3 clusters Score -5791987 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103267 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -5792237.500000 Penalty: 3766.101562
	Iteration 16Q: 3 clusters Score -5792238 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103704 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -5792437.500000 Penalty: 3766.101562
	Iteration 17Q: 3 clusters Score -5792438 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104087 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -5792598.000000 Penalty: 3766.101562
	Iteration 18Q: 3 clusters Score -5792598 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104396 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -5792731.500000 Penalty: 3766.101562
	Iteration 19Q: 3 clusters Score -5792732 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104675 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -5792839.500000 Penalty: 3766.101562
	Iteration 20F: 3 clusters Score -5792840 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104911 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -5792911.500000 Penalty: 3766.101562
	Iteration 21Q: 3 clusters Score -5792912 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105099 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -5792965.000000 Penalty: 3766.101562
	Iteration 22Q: 3 clusters Score -5792965 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105254 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -5793003.500000 Penalty: 3766.101562
	Iteration 23Q: 3 clusters Score -5793004 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105386 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -5793051.500000 Penalty: 3766.101562
	Iteration 24Q: 3 clusters Score -5793052 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105522 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -5793077.000000 Penalty: 3766.101562
	Iteration 25Q: 3 clusters Score -5793077 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105639 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -5793122.500000 Penalty: 3766.101562
	Iteration 26Q: 3 clusters Score -5793122 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105746 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5793134.000000 Penalty: 3766.101562
	Iteration 27Q: 3 clusters Score -5793134 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105827 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5793135.000000 Penalty: 3766.101562
	Iteration 28Q: 3 clusters Score -5793135 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105900 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5793140.500000 Penalty: 3766.101562
	Iteration 29Q: 3 clusters Score -5793140 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105968 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5793165.000000 Penalty: 3766.101562
	Iteration 30Q: 3 clusters Score -5793165 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106035 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5793169.500000 Penalty: 3766.101562
	Iteration 31Q: 3 clusters Score -5793170 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106096 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5793190.500000 Penalty: 3766.101562
	Iteration 32Q: 3 clusters Score -5793190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106145 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5793200.500000 Penalty: 3766.101562
	Iteration 33Q: 3 clusters Score -5793200 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106192 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5793214.000000 Penalty: 3766.101562
	Iteration 34Q: 3 clusters Score -5793214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106228 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5793229.500000 Penalty: 3766.101562
	Iteration 35Q: 3 clusters Score -5793230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106256 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5793237.000000 Penalty: 3766.101562
	Iteration 36Q: 3 clusters Score -5793237 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106290 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5793250.500000 Penalty: 3766.101562
	Iteration 37Q: 3 clusters Score -5793250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106335 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5793264.500000 Penalty: 3766.101562
	Iteration 38Q: 3 clusters Score -5793264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106381 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5793272.500000 Penalty: 3766.101562
	Iteration 39Q: 3 clusters Score -5793272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106416 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5793288.000000 Penalty: 3766.101562
	Iteration 40F: 3 clusters Score -5793288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106451 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5793297.000000 Penalty: 3766.101562
	Iteration 41Q: 3 clusters Score -5793297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106482 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5793309.000000 Penalty: 3766.101562
	Iteration 42Q: 3 clusters Score -5793309 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106513 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5793315.000000 Penalty: 3766.101562
	Iteration 43Q: 3 clusters Score -5793315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106536 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5793323.000000 Penalty: 3766.101562
	Iteration 44Q: 3 clusters Score -5793323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106546 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -5793328.500000 Penalty: 3766.101562
	Iteration 45Q: 3 clusters Score -5793328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106560 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5793328.000000 Penalty: 3766.101562
	Iteration 46Q: 3 clusters Score -5793328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106570 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5793325.500000 Penalty: 3766.101562
	Iteration 47Q: 3 clusters Score -5793326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106577 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5793329.000000 Penalty: 3766.101562
	Iteration 48Q: 3 clusters Score -5793329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106583 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5793330.000000 Penalty: 3766.101562
	Iteration 49Q: 3 clusters Score -5793330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106589 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5793332.000000 Penalty: 3766.101562
	Iteration 50Q: 3 clusters Score -5793332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106593 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5793335.000000 Penalty: 3766.101562
	Iteration 51Q: 3 clusters Score -5793335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106596 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5793340.500000 Penalty: 3766.101562
	Iteration 52Q: 3 clusters Score -5793340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106600 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5793332.500000 Penalty: 3766.101562
	Iteration 53Q: 3 clusters Score -5793332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106604 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5793329.000000 Penalty: 3766.101562
	Iteration 54Q: 3 clusters Score -5793329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106610 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5793326.500000 Penalty: 3766.101562
	Iteration 55Q: 3 clusters Score -5793326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106614 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5793321.000000 Penalty: 3766.101562
	Iteration 56Q: 3 clusters Score -5793321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106615 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5793318.500000 Penalty: 3766.101562
	Iteration 57Q: 3 clusters Score -5793318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106617 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5793320.500000 Penalty: 3766.101562
	Iteration 58Q: 3 clusters Score -5793320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106618 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5793321.500000 Penalty: 3766.101562
	Iteration 59Q: 3 clusters Score -5793322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106619 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5793327.000000 Penalty: 3766.101562
	Iteration 60F: 3 clusters Score -5793327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106620 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5793328.000000 Penalty: 3766.101562
	Iteration 61Q: 3 clusters Score -5793328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106622 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5793330.000000 Penalty: 3766.101562
	Iteration 62Q: 3 clusters Score -5793330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106621 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5793332.500000 Penalty: 3766.101562
	Iteration 63Q: 3 clusters Score -5793332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106621 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5793335.000000 Penalty: 3766.101562
	Iteration 64Q: 3 clusters Score -5793335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106623 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5793336.000000 Penalty: 3766.101562
	Iteration 65Q: 3 clusters Score -5793336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106623 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5793336.000000 Penalty: 3766.101562
	Iteration 66F: 3 clusters Score -5793336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Entering Unmasked Estep 
Score: -126701.726562 Penalty: 1309.683716
	Iteration 0F: 2 clusters Score -126701.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -123975.984375 Penalty: 2619.367432
	Iteration 0F: 3 clusters Score -123976 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -125207.453125 Penalty: 2619.367432
	Iteration 1F: 3 clusters Score -125207.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -125847.718750 Penalty: 2619.367432
	Iteration 2F: 3 clusters Score -125847.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -126451.367188 Penalty: 2619.367432
	Iteration 3F: 3 clusters Score -126451.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -127068.976562 Penalty: 2619.367432
	Iteration 4F: 3 clusters Score -127069 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -127444.570312 Penalty: 2619.367432
	Iteration 5F: 3 clusters Score -127444.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -127674.968750 Penalty: 2619.367432
	Iteration 6Q: 3 clusters Score -127675 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -127820.414062 Penalty: 2619.367432
	Iteration 7Q: 3 clusters Score -127820.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -127909.898438 Penalty: 2619.367432
	Iteration 8Q: 3 clusters Score -127909.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -127962.179688 Penalty: 2619.367432
	Iteration 9Q: 3 clusters Score -127962.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -127994.195312 Penalty: 2619.367432
	Iteration 10Q: 3 clusters Score -127994.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -128007.296875 Penalty: 2619.367432
	Iteration 11Q: 3 clusters Score -128007.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -128011.945312 Penalty: 2619.367432
	Iteration 12Q: 3 clusters Score -128011.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -128013.843750 Penalty: 2619.367432
	Iteration 13Q: 3 clusters Score -128013.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -128014.546875 Penalty: 2619.367432
	Iteration 14Q: 3 clusters Score -128014.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -128014.781250 Penalty: 2619.367432
	Iteration 15Q: 3 clusters Score -128014.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -128016.171875 Penalty: 2619.367432
	Iteration 16Q: 3 clusters Score -128016.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -128017.351562 Penalty: 2619.367432
	Iteration 17Q: 3 clusters Score -128017.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -128019.320312 Penalty: 2619.367432
	Iteration 18Q: 3 clusters Score -128019.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -128022.093750 Penalty: 2619.367432
	Iteration 19Q: 3 clusters Score -128022.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -128023.304688 Penalty: 2619.367432
	Iteration 20F: 3 clusters Score -128023.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -128024.000000 Penalty: 2619.367432
	Iteration 21Q: 3 clusters Score -128024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -128024.000000 Penalty: 2619.367432
	Iteration 22F: 3 clusters Score -128024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87506 members 
Mstep: Class 2 contains 7416 members 
Mstep: Class 3 contains 7390 members 
Mstep: Class 4 contains 10135 members 
Mstep: Class 5 contains 70840 members 
Mstep: Class 6 contains 29613 members 
Mstep: Class 7 contains 33457 members 
Mstep: Class 8 contains 7577 members 
Mstep: Class 9 contains 11487 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 8526 members 
Mstep: Class 12 contains 1842 members 
Mstep: Class 13 contains 4399 members 
Mstep: Class 14 contains 7166 members 
Mstep: Class 15 contains 79931 members 
Mstep: Class 16 contains 3196 members 
Mstep: Class 17 contains 14401 members 
Mstep: Class 18 contains 1115 members 
Mstep: Class 19 contains 107797 members 
Mstep: Class 20 contains 1903 members 
Mstep: Class 21 contains 6630 members 
Mstep: Class 22 contains 188520 members 
Mstep: Class 23 contains 3201 members 
Mstep: Class 24 contains 1261 members 
Entering Unmasked Estep 
Score: -35935484.000000 Penalty: 52549.226562
Splitting cluster 20 changes total score from -35933536.000000 to -35935484.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 21 (6630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Entering Unmasked Estep 
Score: -348243.531250 Penalty: 1429.895996
	Iteration 0F: 2 clusters Score -348243.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -343239.906250 Penalty: 2859.791992
	Iteration 0F: 3 clusters Score -343239.9 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -344646.312500 Penalty: 2859.791992
	Iteration 1F: 3 clusters Score -344646.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -344826.781250 Penalty: 2859.791992
	Iteration 2F: 3 clusters Score -344826.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -344945.250000 Penalty: 2859.791992
	Iteration 3Q: 3 clusters Score -344945.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -345028.375000 Penalty: 2859.791992
	Iteration 4Q: 3 clusters Score -345028.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -345094.343750 Penalty: 2859.791992
	Iteration 5Q: 3 clusters Score -345094.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -345166.437500 Penalty: 2859.791992
	Iteration 6Q: 3 clusters Score -345166.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -345241.843750 Penalty: 2859.791992
	Iteration 7Q: 3 clusters Score -345241.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -345327.062500 Penalty: 2859.791992
	Iteration 8Q: 3 clusters Score -345327.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -345424.562500 Penalty: 2859.791992
	Iteration 9Q: 3 clusters Score -345424.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -345528.968750 Penalty: 2859.791992
	Iteration 10Q: 3 clusters Score -345529 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -345651.406250 Penalty: 2859.791992
	Iteration 11Q: 3 clusters Score -345651.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -345825.343750 Penalty: 2859.791992
	Iteration 12Q: 3 clusters Score -345825.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -346029.156250 Penalty: 2859.791992
	Iteration 13Q: 3 clusters Score -346029.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -346257.000000 Penalty: 2859.791992
	Iteration 14Q: 3 clusters Score -346257 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -346483.093750 Penalty: 2859.791992
	Iteration 15Q: 3 clusters Score -346483.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -346629.437500 Penalty: 2859.791992
	Iteration 16Q: 3 clusters Score -346629.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -346740.062500 Penalty: 2859.791992
	Iteration 17Q: 3 clusters Score -346740.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -346808.062500 Penalty: 2859.791992
	Iteration 18Q: 3 clusters Score -346808.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -346851.343750 Penalty: 2859.791992
	Iteration 19Q: 3 clusters Score -346851.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -346883.187500 Penalty: 2859.791992
	Iteration 20F: 3 clusters Score -346883.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -346906.000000 Penalty: 2859.791992
	Iteration 21Q: 3 clusters Score -346906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -346924.093750 Penalty: 2859.791992
	Iteration 22Q: 3 clusters Score -346924.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -346934.593750 Penalty: 2859.791992
	Iteration 23Q: 3 clusters Score -346934.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -346946.812500 Penalty: 2859.791992
	Iteration 24Q: 3 clusters Score -346946.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -346952.562500 Penalty: 2859.791992
	Iteration 25Q: 3 clusters Score -346952.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -346957.781250 Penalty: 2859.791992
	Iteration 26Q: 3 clusters Score -346957.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -346962.312500 Penalty: 2859.791992
	Iteration 27Q: 3 clusters Score -346962.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -346967.031250 Penalty: 2859.791992
	Iteration 28Q: 3 clusters Score -346967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -346973.218750 Penalty: 2859.791992
	Iteration 29Q: 3 clusters Score -346973.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -346977.343750 Penalty: 2859.791992
	Iteration 30Q: 3 clusters Score -346977.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -346984.312500 Penalty: 2859.791992
	Iteration 31Q: 3 clusters Score -346984.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -346984.812500 Penalty: 2859.791992
	Iteration 32Q: 3 clusters Score -346984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -346988.031250 Penalty: 2859.791992
	Iteration 33Q: 3 clusters Score -346988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -346989.500000 Penalty: 2859.791992
	Iteration 34Q: 3 clusters Score -346989.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -346994.687500 Penalty: 2859.791992
	Iteration 35Q: 3 clusters Score -346994.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -346995.156250 Penalty: 2859.791992
	Iteration 36Q: 3 clusters Score -346995.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -346995.781250 Penalty: 2859.791992
	Iteration 37Q: 3 clusters Score -346995.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -346995.781250 Penalty: 2859.791992
	Iteration 38F: 3 clusters Score -346995.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (188520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188520 members 
Entering Unmasked Estep 
Score: -10215108.000000 Penalty: 1973.880859
	Iteration 0F: 2 clusters Score -1.021511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94465 members 
Mstep: Class 2 contains 94055 members 
Entering Unmasked Estep 
Score: -10088013.000000 Penalty: 3947.761719
	Iteration 0F: 3 clusters Score -1.008801e+07 nChanged 91243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99246 members 
Mstep: Class 2 contains 89274 members 
Entering Unmasked Estep 
Score: -10141608.000000 Penalty: 3947.761719
	Iteration 1F: 3 clusters Score -1.014161e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102128 members 
Mstep: Class 2 contains 86392 members 
Entering Unmasked Estep 
Score: -10142756.000000 Penalty: 3947.761719
	Iteration 2Q: 3 clusters Score -1.014276e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106668 members 
Mstep: Class 2 contains 81852 members 
Entering Unmasked Estep 
Score: -10144592.000000 Penalty: 3947.761719
	Iteration 3Q: 3 clusters Score -1.014459e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113625 members 
Mstep: Class 2 contains 74895 members 
Entering Unmasked Estep 
Score: -10148151.000000 Penalty: 3947.761719
	Iteration 4Q: 3 clusters Score -1.014815e+07 nChanged 10759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123976 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
Score: -10154590.000000 Penalty: 3947.761719
	Iteration 5F: 3 clusters Score -1.015459e+07 nChanged 14105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137943 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -10165822.000000 Penalty: 3947.761719
	Iteration 6F: 3 clusters Score -1.016582e+07 nChanged 16069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153986 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -10180731.000000 Penalty: 3947.761719
	Iteration 7F: 3 clusters Score -1.018073e+07 nChanged 14521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168501 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -10194922.000000 Penalty: 3947.761719
	Iteration 8F: 3 clusters Score -1.019492e+07 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178650 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -10204528.000000 Penalty: 3947.761719
	Iteration 9F: 3 clusters Score -1.020453e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184269 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -10209750.000000 Penalty: 3947.761719
	Iteration 10Q: 3 clusters Score -1.020975e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186821 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -10211967.000000 Penalty: 3947.761719
	Iteration 11Q: 3 clusters Score -1.021197e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187775 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -10212753.000000 Penalty: 3947.761719
	Iteration 12Q: 3 clusters Score -1.021275e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188115 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10213078.000000 Penalty: 3947.761719
	Iteration 13Q: 3 clusters Score -1.021308e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188223 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -10213200.000000 Penalty: 3947.761719
	Iteration 14Q: 3 clusters Score -1.02132e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188259 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10213247.000000 Penalty: 3947.761719
	Iteration 15Q: 3 clusters Score -1.021325e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188274 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10213281.000000 Penalty: 3947.761719
	Iteration 16Q: 3 clusters Score -1.021328e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188286 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10213308.000000 Penalty: 3947.761719
	Iteration 17Q: 3 clusters Score -1.021331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188295 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -10213325.000000 Penalty: 3947.761719
	Iteration 18Q: 3 clusters Score -1.021332e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188302 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -10213342.000000 Penalty: 3947.761719
	Iteration 19Q: 3 clusters Score -1.021334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188308 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -10213346.000000 Penalty: 3947.761719
	Iteration 20F: 3 clusters Score -1.021335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188314 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10213353.000000 Penalty: 3947.761719
	Iteration 21Q: 3 clusters Score -1.021335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188314 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10213353.000000 Penalty: 3947.761719
	Iteration 22Q: 3 clusters Score -1.021335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188315 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10213358.000000 Penalty: 3947.761719
	Iteration 23Q: 3 clusters Score -1.021336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188316 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10213364.000000 Penalty: 3947.761719
	Iteration 24Q: 3 clusters Score -1.021336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188317 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -10213365.000000 Penalty: 3947.761719
	Iteration 25Q: 3 clusters Score -1.021336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188316 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10213364.000000 Penalty: 3947.761719
	Iteration 26Q: 3 clusters Score -1.021336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188316 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10213365.000000 Penalty: 3947.761719
	Iteration 27Q: 3 clusters Score -1.021336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188316 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10213365.000000 Penalty: 3947.761719
	Iteration 28F: 3 clusters Score -1.021336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87506 members 
Mstep: Class 2 contains 7416 members 
Mstep: Class 3 contains 7390 members 
Mstep: Class 4 contains 10135 members 
Mstep: Class 5 contains 70840 members 
Mstep: Class 6 contains 29613 members 
Mstep: Class 7 contains 33457 members 
Mstep: Class 8 contains 7577 members 
Mstep: Class 9 contains 11487 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 8526 members 
Mstep: Class 12 contains 1842 members 
Mstep: Class 13 contains 4399 members 
Mstep: Class 14 contains 7166 members 
Mstep: Class 15 contains 79931 members 
Mstep: Class 16 contains 3196 members 
Mstep: Class 17 contains 14401 members 
Mstep: Class 18 contains 1115 members 
Mstep: Class 19 contains 107797 members 
Mstep: Class 20 contains 1903 members 
Mstep: Class 21 contains 6630 members 
Mstep: Class 22 contains 188520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935964.000000 Penalty: 52549.226562
Iteration 79Q: 25 clusters Score -3.593596e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87501 members 
Mstep: Class 2 contains 7413 members 
Mstep: Class 3 contains 7412 members 
Mstep: Class 4 contains 10145 members 
Mstep: Class 5 contains 70839 members 
Mstep: Class 6 contains 29607 members 
Mstep: Class 7 contains 33499 members 
Mstep: Class 8 contains 7578 members 
Mstep: Class 9 contains 11524 members 
Mstep: Class 10 contains 15502 members 
Mstep: Class 11 contains 8478 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 4404 members 
Mstep: Class 14 contains 7198 members 
Mstep: Class 15 contains 79942 members 
Mstep: Class 16 contains 3195 members 
Mstep: Class 17 contains 14405 members 
Mstep: Class 18 contains 1115 members 
Mstep: Class 19 contains 107804 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 6631 members 
Mstep: Class 22 contains 188503 members 
Mstep: Class 23 contains 3100 members 
Mstep: Class 24 contains 1234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35936660.000000 Penalty: 52549.226562
Iteration 80F: 25 clusters Score -3.593666e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87496 members 
Mstep: Class 2 contains 7413 members 
Mstep: Class 3 contains 7420 members 
Mstep: Class 4 contains 10161 members 
Mstep: Class 5 contains 70819 members 
Mstep: Class 6 contains 29609 members 
Mstep: Class 7 contains 33316 members 
Mstep: Class 8 contains 7579 members 
Mstep: Class 9 contains 11444 members 
Mstep: Class 10 contains 15501 members 
Mstep: Class 11 contains 8448 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 4390 members 
Mstep: Class 14 contains 7172 members 
Mstep: Class 15 contains 79926 members 
Mstep: Class 16 contains 3192 members 
Mstep: Class 17 contains 14384 members 
Mstep: Class 18 contains 1115 members 
Mstep: Class 19 contains 107801 members 
Mstep: Class 20 contains 1929 members 
Mstep: Class 21 contains 6634 members 
Mstep: Class 22 contains 188487 members 
Mstep: Class 23 contains 3484 members 
Mstep: Class 24 contains 1291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35936948.000000 Penalty: 52549.226562
Iteration 81Q: 25 clusters Score -3.593695e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87479 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 7424 members 
Mstep: Class 4 contains 10173 members 
Mstep: Class 5 contains 70795 members 
Mstep: Class 6 contains 29619 members 
Mstep: Class 7 contains 33169 members 
Mstep: Class 8 contains 7581 members 
Mstep: Class 9 contains 11408 members 
Mstep: Class 10 contains 15502 members 
Mstep: Class 11 contains 8407 members 
Mstep: Class 12 contains 1795 members 
Mstep: Class 13 contains 4387 members 
Mstep: Class 14 contains 7142 members 
Mstep: Class 15 contains 79956 members 
Mstep: Class 16 contains 3191 members 
Mstep: Class 17 contains 14366 members 
Mstep: Class 18 contains 1115 members 
Mstep: Class 19 contains 107799 members 
Mstep: Class 20 contains 1953 members 
Mstep: Class 21 contains 6634 members 
Mstep: Class 22 contains 188467 members 
Mstep: Class 23 contains 3717 members 
Mstep: Class 24 contains 1318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35937224.000000 Penalty: 52549.226562
Iteration 82Q: 25 clusters Score -3.593722e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87462 members 
Mstep: Class 2 contains 7412 members 
Mstep: Class 3 contains 7424 members 
Mstep: Class 4 contains 10182 members 
Mstep: Class 5 contains 70747 members 
Mstep: Class 6 contains 29631 members 
Mstep: Class 7 contains 33044 members 
Mstep: Class 8 contains 7585 members 
Mstep: Class 9 contains 11403 members 
Mstep: Class 10 contains 15505 members 
Mstep: Class 11 contains 8395 members 
Mstep: Class 12 contains 1786 members 
Mstep: Class 13 contains 4388 members 
Mstep: Class 14 contains 7118 members 
Mstep: Class 15 contains 79991 members 
Mstep: Class 16 contains 3191 members 
Mstep: Class 17 contains 14357 members 
Mstep: Class 18 contains 1115 members 
Mstep: Class 19 contains 107796 members 
Mstep: Class 20 contains 1965 members 
Mstep: Class 21 contains 6636 members 
Mstep: Class 22 contains 188455 members 
Mstep: Class 23 contains 3882 members 
Mstep: Class 24 contains 1339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35937344.000000 Penalty: 52549.226562
Iteration 83Q: 25 clusters Score -3.593734e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87447 members 
Mstep: Class 2 contains 7410 members 
Mstep: Class 3 contains 7421 members 
Mstep: Class 4 contains 10195 members 
Mstep: Class 5 contains 70689 members 
Mstep: Class 6 contains 29646 members 
Mstep: Class 7 contains 32963 members 
Mstep: Class 8 contains 7584 members 
Mstep: Class 9 contains 11389 members 
Mstep: Class 10 contains 15502 members 
Mstep: Class 11 contains 8392 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 4392 members 
Mstep: Class 14 contains 7107 members 
Mstep: Class 15 contains 80036 members 
Mstep: Class 16 contains 3191 members 
Mstep: Class 17 contains 14350 members 
Mstep: Class 18 contains 1115 members 
Mstep: Class 19 contains 107784 members 
Mstep: Class 20 contains 1984 members 
Mstep: Class 21 contains 6636 members 
Mstep: Class 22 contains 188426 members 
Mstep: Class 23 contains 4018 members 
Mstep: Class 24 contains 1347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35937464.000000 Penalty: 52549.226562
Iteration 84Q: 25 clusters Score -3.593746e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87436 members 
Mstep: Class 2 contains 7410 members 
Mstep: Class 3 contains 7423 members 
Mstep: Class 4 contains 10204 members 
Mstep: Class 5 contains 70601 members 
Mstep: Class 6 contains 29662 members 
Mstep: Class 7 contains 32905 members 
Mstep: Class 8 contains 7583 members 
Mstep: Class 9 contains 11352 members 
Mstep: Class 10 contains 15498 members 
Mstep: Class 11 contains 8426 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 4391 members 
Mstep: Class 14 contains 7102 members 
Mstep: Class 15 contains 80075 members 
Mstep: Class 16 contains 3188 members 
Mstep: Class 17 contains 14350 members 
Mstep: Class 18 contains 1116 members 
Mstep: Class 19 contains 107776 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 6635 members 
Mstep: Class 22 contains 188393 members 
Mstep: Class 23 contains 4141 members 
Mstep: Class 24 contains 1357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35937564.000000 Penalty: 52549.226562
Iteration 85Q: 25 clusters Score -3.593756e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87432 members 
Mstep: Class 2 contains 7406 members 
Mstep: Class 3 contains 7427 members 
Mstep: Class 4 contains 10219 members 
Mstep: Class 5 contains 70519 members 
Mstep: Class 6 contains 29688 members 
Mstep: Class 7 contains 32846 members 
Mstep: Class 8 contains 7579 members 
Mstep: Class 9 contains 11335 members 
Mstep: Class 10 contains 15496 members 
Mstep: Class 11 contains 8453 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 4392 members 
Mstep: Class 14 contains 7086 members 
Mstep: Class 15 contains 80116 members 
Mstep: Class 16 contains 3187 members 
Mstep: Class 17 contains 14348 members 
Mstep: Class 18 contains 1118 members 
Mstep: Class 19 contains 107767 members 
Mstep: Class 20 contains 1999 members 
Mstep: Class 21 contains 6637 members 
Mstep: Class 22 contains 188373 members 
Mstep: Class 23 contains 4237 members 
Mstep: Class 24 contains 1365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35937668.000000 Penalty: 52549.226562
Iteration 86Q: 25 clusters Score -3.593767e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87423 members 
Mstep: Class 2 contains 7403 members 
Mstep: Class 3 contains 7427 members 
Mstep: Class 4 contains 10237 members 
Mstep: Class 5 contains 70435 members 
Mstep: Class 6 contains 29713 members 
Mstep: Class 7 contains 32800 members 
Mstep: Class 8 contains 7578 members 
Mstep: Class 9 contains 11310 members 
Mstep: Class 10 contains 15493 members 
Mstep: Class 11 contains 8477 members 
Mstep: Class 12 contains 1788 members 
Mstep: Class 13 contains 4396 members 
Mstep: Class 14 contains 7067 members 
Mstep: Class 15 contains 80146 members 
Mstep: Class 16 contains 3186 members 
Mstep: Class 17 contains 14347 members 
Mstep: Class 18 contains 1118 members 
Mstep: Class 19 contains 107771 members 
Mstep: Class 20 contains 1995 members 
Mstep: Class 21 contains 6648 members 
Mstep: Class 22 contains 188358 members 
Mstep: Class 23 contains 4327 members 
Mstep: Class 24 contains 1366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35937820.000000 Penalty: 52549.226562
Iteration 87Q: 25 clusters Score -3.593782e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87420 members 
Mstep: Class 2 contains 7402 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 10254 members 
Mstep: Class 5 contains 70370 members 
Mstep: Class 6 contains 29735 members 
Mstep: Class 7 contains 32771 members 
Mstep: Class 8 contains 7581 members 
Mstep: Class 9 contains 11288 members 
Mstep: Class 10 contains 15494 members 
Mstep: Class 11 contains 8501 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 4397 members 
Mstep: Class 14 contains 7041 members 
Mstep: Class 15 contains 80179 members 
Mstep: Class 16 contains 3186 members 
Mstep: Class 17 contains 14344 members 
Mstep: Class 18 contains 1116 members 
Mstep: Class 19 contains 107765 members 
Mstep: Class 20 contains 1988 members 
Mstep: Class 21 contains 6650 members 
Mstep: Class 22 contains 188337 members 
Mstep: Class 23 contains 4407 members 
Mstep: Class 24 contains 1367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35937868.000000 Penalty: 52549.226562
Iteration 88Q: 25 clusters Score -3.593787e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87416 members 
Mstep: Class 2 contains 7399 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 10270 members 
Mstep: Class 5 contains 70285 members 
Mstep: Class 6 contains 29754 members 
Mstep: Class 7 contains 32723 members 
Mstep: Class 8 contains 7584 members 
Mstep: Class 9 contains 11270 members 
Mstep: Class 10 contains 15494 members 
Mstep: Class 11 contains 8548 members 
Mstep: Class 12 contains 1784 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 7028 members 
Mstep: Class 15 contains 80219 members 
Mstep: Class 16 contains 3186 members 
Mstep: Class 17 contains 14345 members 
Mstep: Class 18 contains 1116 members 
Mstep: Class 19 contains 107768 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 6652 members 
Mstep: Class 22 contains 188304 members 
Mstep: Class 23 contains 4479 members 
Mstep: Class 24 contains 1367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35937888.000000 Penalty: 52549.226562
Iteration 89Q: 25 clusters Score -3.593789e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87399 members 
Mstep: Class 2 contains 7399 members 
Mstep: Class 3 contains 7427 members 
Mstep: Class 4 contains 10292 members 
Mstep: Class 5 contains 70220 members 
Mstep: Class 6 contains 29778 members 
Mstep: Class 7 contains 32687 members 
Mstep: Class 8 contains 7587 members 
Mstep: Class 9 contains 11259 members 
Mstep: Class 10 contains 15492 members 
Mstep: Class 11 contains 8575 members 
Mstep: Class 12 contains 1786 members 
Mstep: Class 13 contains 4413 members 
Mstep: Class 14 contains 7019 members 
Mstep: Class 15 contains 80242 members 
Mstep: Class 16 contains 3186 members 
Mstep: Class 17 contains 14344 members 
Mstep: Class 18 contains 1115 members 
Mstep: Class 19 contains 107754 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 6651 members 
Mstep: Class 22 contains 188287 members 
Mstep: Class 23 contains 4548 members 
Mstep: Class 24 contains 1369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35937976.000000 Penalty: 52549.226562
Iteration 90Q: 25 clusters Score -3.593798e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87382 members 
Mstep: Class 2 contains 7399 members 
Mstep: Class 3 contains 7426 members 
Mstep: Class 4 contains 10311 members 
Mstep: Class 5 contains 70138 members 
Mstep: Class 6 contains 29800 members 
Mstep: Class 7 contains 32651 members 
Mstep: Class 8 contains 7585 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 15490 members 
Mstep: Class 11 contains 8615 members 
Mstep: Class 12 contains 1788 members 
Mstep: Class 13 contains 4419 members 
Mstep: Class 14 contains 7009 members 
Mstep: Class 15 contains 80268 members 
Mstep: Class 16 contains 3186 members 
Mstep: Class 17 contains 14342 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 107744 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 6658 members 
Mstep: Class 22 contains 188273 members 
Mstep: Class 23 contains 4608 members 
Mstep: Class 24 contains 1372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938064.000000 Penalty: 52549.226562
Iteration 91Q: 25 clusters Score -3.593806e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87368 members 
Mstep: Class 2 contains 7398 members 
Mstep: Class 3 contains 7431 members 
Mstep: Class 4 contains 10334 members 
Mstep: Class 5 contains 70062 members 
Mstep: Class 6 contains 29823 members 
Mstep: Class 7 contains 32619 members 
Mstep: Class 8 contains 7588 members 
Mstep: Class 9 contains 11228 members 
Mstep: Class 10 contains 15483 members 
Mstep: Class 11 contains 8641 members 
Mstep: Class 12 contains 1788 members 
Mstep: Class 13 contains 4427 members 
Mstep: Class 14 contains 7003 members 
Mstep: Class 15 contains 80298 members 
Mstep: Class 16 contains 3186 members 
Mstep: Class 17 contains 14343 members 
Mstep: Class 18 contains 1114 members 
Mstep: Class 19 contains 107744 members 
Mstep: Class 20 contains 1990 members 
Mstep: Class 21 contains 6665 members 
Mstep: Class 22 contains 188244 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938164.000000 Penalty: 52549.226562
Iteration 92Q: 25 clusters Score -3.593816e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87354 members 
Mstep: Class 2 contains 7398 members 
Mstep: Class 3 contains 7428 members 
Mstep: Class 4 contains 10351 members 
Mstep: Class 5 contains 69999 members 
Mstep: Class 6 contains 29828 members 
Mstep: Class 7 contains 32599 members 
Mstep: Class 8 contains 7589 members 
Mstep: Class 9 contains 11210 members 
Mstep: Class 10 contains 15481 members 
Mstep: Class 11 contains 8676 members 
Mstep: Class 12 contains 1786 members 
Mstep: Class 13 contains 4439 members 
Mstep: Class 14 contains 6999 members 
Mstep: Class 15 contains 80323 members 
Mstep: Class 16 contains 3186 members 
Mstep: Class 17 contains 14341 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 107739 members 
Mstep: Class 20 contains 2007 members 
Mstep: Class 21 contains 6667 members 
Mstep: Class 22 contains 188214 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 1377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938244.000000 Penalty: 52549.226562
Iteration 93Q: 25 clusters Score -3.593824e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87341 members 
Mstep: Class 2 contains 7398 members 
Mstep: Class 3 contains 7426 members 
Mstep: Class 4 contains 10360 members 
Mstep: Class 5 contains 69948 members 
Mstep: Class 6 contains 29828 members 
Mstep: Class 7 contains 32577 members 
Mstep: Class 8 contains 7589 members 
Mstep: Class 9 contains 11193 members 
Mstep: Class 10 contains 15473 members 
Mstep: Class 11 contains 8707 members 
Mstep: Class 12 contains 1785 members 
Mstep: Class 13 contains 4455 members 
Mstep: Class 14 contains 6998 members 
Mstep: Class 15 contains 80347 members 
Mstep: Class 16 contains 3186 members 
Mstep: Class 17 contains 14340 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 107731 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 6675 members 
Mstep: Class 22 contains 188203 members 
Mstep: Class 23 contains 4740 members 
Mstep: Class 24 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938272.000000 Penalty: 52549.226562
Iteration 94Q: 25 clusters Score -3.593827e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87324 members 
Mstep: Class 2 contains 7398 members 
Mstep: Class 3 contains 7424 members 
Mstep: Class 4 contains 10370 members 
Mstep: Class 5 contains 69899 members 
Mstep: Class 6 contains 29829 members 
Mstep: Class 7 contains 32572 members 
Mstep: Class 8 contains 7587 members 
Mstep: Class 9 contains 11173 members 
Mstep: Class 10 contains 15471 members 
Mstep: Class 11 contains 8740 members 
Mstep: Class 12 contains 1788 members 
Mstep: Class 13 contains 4469 members 
Mstep: Class 14 contains 6999 members 
Mstep: Class 15 contains 80361 members 
Mstep: Class 16 contains 3186 members 
Mstep: Class 17 contains 14343 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 107722 members 
Mstep: Class 20 contains 2034 members 
Mstep: Class 21 contains 6678 members 
Mstep: Class 22 contains 188187 members 
Mstep: Class 23 contains 4765 members 
Mstep: Class 24 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938220.000000 Penalty: 52549.226562
Iteration 95Q: 25 clusters Score -3.593822e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87307 members 
Mstep: Class 2 contains 7398 members 
Mstep: Class 3 contains 7425 members 
Mstep: Class 4 contains 10372 members 
Mstep: Class 5 contains 69862 members 
Mstep: Class 6 contains 29832 members 
Mstep: Class 7 contains 32561 members 
Mstep: Class 8 contains 7586 members 
Mstep: Class 9 contains 11157 members 
Mstep: Class 10 contains 15470 members 
Mstep: Class 11 contains 8758 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 4483 members 
Mstep: Class 14 contains 7003 members 
Mstep: Class 15 contains 80374 members 
Mstep: Class 16 contains 3186 members 
Mstep: Class 17 contains 14342 members 
Mstep: Class 18 contains 1111 members 
Mstep: Class 19 contains 107713 members 
Mstep: Class 20 contains 2045 members 
Mstep: Class 21 contains 6681 members 
Mstep: Class 22 contains 188176 members 
Mstep: Class 23 contains 4795 members 
Mstep: Class 24 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938208.000000 Penalty: 52549.226562
Iteration 96Q: 25 clusters Score -3.593821e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87295 members 
Mstep: Class 2 contains 7397 members 
Mstep: Class 3 contains 7428 members 
Mstep: Class 4 contains 10373 members 
Mstep: Class 5 contains 69823 members 
Mstep: Class 6 contains 29839 members 
Mstep: Class 7 contains 32565 members 
Mstep: Class 8 contains 7585 members 
Mstep: Class 9 contains 11139 members 
Mstep: Class 10 contains 15467 members 
Mstep: Class 11 contains 8784 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 4498 members 
Mstep: Class 14 contains 6996 members 
Mstep: Class 15 contains 80382 members 
Mstep: Class 16 contains 3186 members 
Mstep: Class 17 contains 14343 members 
Mstep: Class 18 contains 1106 members 
Mstep: Class 19 contains 107706 members 
Mstep: Class 20 contains 2054 members 
Mstep: Class 21 contains 6687 members 
Mstep: Class 22 contains 188159 members 
Mstep: Class 23 contains 4819 members 
Mstep: Class 24 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938232.000000 Penalty: 52549.226562
Iteration 97Q: 25 clusters Score -3.593823e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87283 members 
Mstep: Class 2 contains 7396 members 
Mstep: Class 3 contains 7427 members 
Mstep: Class 4 contains 10376 members 
Mstep: Class 5 contains 69779 members 
Mstep: Class 6 contains 29844 members 
Mstep: Class 7 contains 32562 members 
Mstep: Class 8 contains 7585 members 
Mstep: Class 9 contains 11129 members 
Mstep: Class 10 contains 15467 members 
Mstep: Class 11 contains 8814 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 4506 members 
Mstep: Class 14 contains 6995 members 
Mstep: Class 15 contains 80402 members 
Mstep: Class 16 contains 3186 members 
Mstep: Class 17 contains 14344 members 
Mstep: Class 18 contains 1102 members 
Mstep: Class 19 contains 107691 members 
Mstep: Class 20 contains 2059 members 
Mstep: Class 21 contains 6694 members 
Mstep: Class 22 contains 188150 members 
Mstep: Class 23 contains 4844 members 
Mstep: Class 24 contains 1384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938260.000000 Penalty: 52549.226562
Iteration 98Q: 25 clusters Score -3.593826e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87262 members 
Mstep: Class 2 contains 7395 members 
Mstep: Class 3 contains 7432 members 
Mstep: Class 4 contains 10380 members 
Mstep: Class 5 contains 69738 members 
Mstep: Class 6 contains 29853 members 
Mstep: Class 7 contains 32550 members 
Mstep: Class 8 contains 7584 members 
Mstep: Class 9 contains 11118 members 
Mstep: Class 10 contains 15468 members 
Mstep: Class 11 contains 8832 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 4521 members 
Mstep: Class 14 contains 6993 members 
Mstep: Class 15 contains 80421 members 
Mstep: Class 16 contains 3187 members 
Mstep: Class 17 contains 14345 members 
Mstep: Class 18 contains 1102 members 
Mstep: Class 19 contains 107683 members 
Mstep: Class 20 contains 2061 members 
Mstep: Class 21 contains 6700 members 
Mstep: Class 22 contains 188142 members 
Mstep: Class 23 contains 4868 members 
Mstep: Class 24 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938260.000000 Penalty: 52549.226562
Iteration 99Q: 25 clusters Score -3.593826e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87238 members 
Mstep: Class 2 contains 7395 members 
Mstep: Class 3 contains 7435 members 
Mstep: Class 4 contains 10384 members 
Mstep: Class 5 contains 69700 members 
Mstep: Class 6 contains 29861 members 
Mstep: Class 7 contains 32540 members 
Mstep: Class 8 contains 7585 members 
Mstep: Class 9 contains 11100 members 
Mstep: Class 10 contains 15464 members 
Mstep: Class 11 contains 8849 members 
Mstep: Class 12 contains 1792 members 
Mstep: Class 13 contains 4537 members 
Mstep: Class 14 contains 6990 members 
Mstep: Class 15 contains 80439 members 
Mstep: Class 16 contains 3187 members 
Mstep: Class 17 contains 14343 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 107679 members 
Mstep: Class 20 contains 2068 members 
Mstep: Class 21 contains 6704 members 
Mstep: Class 22 contains 188140 members 
Mstep: Class 23 contains 4892 members 
Mstep: Class 24 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938344.000000 Penalty: 52549.226562
Iteration 100F: 25 clusters Score -3.593834e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87220 members 
Mstep: Class 2 contains 7396 members 
Mstep: Class 3 contains 7440 members 
Mstep: Class 4 contains 10384 members 
Mstep: Class 5 contains 69672 members 
Mstep: Class 6 contains 29868 members 
Mstep: Class 7 contains 32529 members 
Mstep: Class 8 contains 7584 members 
Mstep: Class 9 contains 11083 members 
Mstep: Class 10 contains 15458 members 
Mstep: Class 11 contains 8858 members 
Mstep: Class 12 contains 1793 members 
Mstep: Class 13 contains 4547 members 
Mstep: Class 14 contains 6988 members 
Mstep: Class 15 contains 80456 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14339 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 107680 members 
Mstep: Class 20 contains 2043 members 
Mstep: Class 21 contains 6705 members 
Mstep: Class 22 contains 188136 members 
Mstep: Class 23 contains 4958 members 
Mstep: Class 24 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938432.000000 Penalty: 52549.226562
Iteration 101Q: 25 clusters Score -3.593843e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87199 members 
Mstep: Class 2 contains 7396 members 
Mstep: Class 3 contains 7444 members 
Mstep: Class 4 contains 10390 members 
Mstep: Class 5 contains 69647 members 
Mstep: Class 6 contains 29872 members 
Mstep: Class 7 contains 32517 members 
Mstep: Class 8 contains 7581 members 
Mstep: Class 9 contains 11048 members 
Mstep: Class 10 contains 15457 members 
Mstep: Class 11 contains 8873 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 4562 members 
Mstep: Class 14 contains 6989 members 
Mstep: Class 15 contains 80469 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 14339 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 107672 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 6708 members 
Mstep: Class 22 contains 188131 members 
Mstep: Class 23 contains 5017 members 
Mstep: Class 24 contains 1382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938364.000000 Penalty: 52549.226562
Iteration 102Q: 25 clusters Score -3.593836e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87180 members 
Mstep: Class 2 contains 7395 members 
Mstep: Class 3 contains 7449 members 
Mstep: Class 4 contains 10391 members 
Mstep: Class 5 contains 69626 members 
Mstep: Class 6 contains 29875 members 
Mstep: Class 7 contains 32514 members 
Mstep: Class 8 contains 7573 members 
Mstep: Class 9 contains 11015 members 
Mstep: Class 10 contains 15454 members 
Mstep: Class 11 contains 8896 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 4572 members 
Mstep: Class 14 contains 6994 members 
Mstep: Class 15 contains 80484 members 
Mstep: Class 16 contains 3183 members 
Mstep: Class 17 contains 14337 members 
Mstep: Class 18 contains 1103 members 
Mstep: Class 19 contains 107662 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 6709 members 
Mstep: Class 22 contains 188133 members 
Mstep: Class 23 contains 5065 members 
Mstep: Class 24 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938488.000000 Penalty: 52549.226562
Iteration 103Q: 25 clusters Score -3.593849e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87175 members 
Mstep: Class 2 contains 7394 members 
Mstep: Class 3 contains 7451 members 
Mstep: Class 4 contains 10389 members 
Mstep: Class 5 contains 69600 members 
Mstep: Class 6 contains 29881 members 
Mstep: Class 7 contains 32508 members 
Mstep: Class 8 contains 7574 members 
Mstep: Class 9 contains 10979 members 
Mstep: Class 10 contains 15450 members 
Mstep: Class 11 contains 8915 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 4578 members 
Mstep: Class 14 contains 7001 members 
Mstep: Class 15 contains 80500 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 14336 members 
Mstep: Class 18 contains 1103 members 
Mstep: Class 19 contains 107654 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 6709 members 
Mstep: Class 22 contains 188123 members 
Mstep: Class 23 contains 5106 members 
Mstep: Class 24 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938476.000000 Penalty: 52549.226562
Iteration 104Q: 25 clusters Score -3.593848e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87159 members 
Mstep: Class 2 contains 7393 members 
Mstep: Class 3 contains 7453 members 
Mstep: Class 4 contains 10389 members 
Mstep: Class 5 contains 69575 members 
Mstep: Class 6 contains 29885 members 
Mstep: Class 7 contains 32512 members 
Mstep: Class 8 contains 7574 members 
Mstep: Class 9 contains 10941 members 
Mstep: Class 10 contains 15450 members 
Mstep: Class 11 contains 8939 members 
Mstep: Class 12 contains 1803 members 
Mstep: Class 13 contains 4589 members 
Mstep: Class 14 contains 7009 members 
Mstep: Class 15 contains 80510 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 14337 members 
Mstep: Class 18 contains 1103 members 
Mstep: Class 19 contains 107647 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 6709 members 
Mstep: Class 22 contains 188118 members 
Mstep: Class 23 contains 5132 members 
Mstep: Class 24 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938472.000000 Penalty: 52549.226562
Iteration 105Q: 25 clusters Score -3.593847e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87153 members 
Mstep: Class 2 contains 7392 members 
Mstep: Class 3 contains 7454 members 
Mstep: Class 4 contains 10389 members 
Mstep: Class 5 contains 69559 members 
Mstep: Class 6 contains 29889 members 
Mstep: Class 7 contains 32519 members 
Mstep: Class 8 contains 7574 members 
Mstep: Class 9 contains 10916 members 
Mstep: Class 10 contains 15451 members 
Mstep: Class 11 contains 8948 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 4596 members 
Mstep: Class 14 contains 7012 members 
Mstep: Class 15 contains 80517 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 14337 members 
Mstep: Class 18 contains 1102 members 
Mstep: Class 19 contains 107643 members 
Mstep: Class 20 contains 2006 members 
Mstep: Class 21 contains 6710 members 
Mstep: Class 22 contains 188108 members 
Mstep: Class 23 contains 5153 members 
Mstep: Class 24 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938524.000000 Penalty: 52549.226562
Iteration 106Q: 25 clusters Score -3.593852e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87146 members 
Mstep: Class 2 contains 7391 members 
Mstep: Class 3 contains 7458 members 
Mstep: Class 4 contains 10388 members 
Mstep: Class 5 contains 69548 members 
Mstep: Class 6 contains 29890 members 
Mstep: Class 7 contains 32512 members 
Mstep: Class 8 contains 7574 members 
Mstep: Class 9 contains 10893 members 
Mstep: Class 10 contains 15450 members 
Mstep: Class 11 contains 8951 members 
Mstep: Class 12 contains 1806 members 
Mstep: Class 13 contains 4598 members 
Mstep: Class 14 contains 7020 members 
Mstep: Class 15 contains 80530 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 14336 members 
Mstep: Class 18 contains 1101 members 
Mstep: Class 19 contains 107640 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 6712 members 
Mstep: Class 22 contains 188107 members 
Mstep: Class 23 contains 5170 members 
Mstep: Class 24 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938512.000000 Penalty: 52549.226562
Iteration 107Q: 25 clusters Score -3.593851e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87146 members 
Mstep: Class 2 contains 7388 members 
Mstep: Class 3 contains 7463 members 
Mstep: Class 4 contains 10389 members 
Mstep: Class 5 contains 69528 members 
Mstep: Class 6 contains 29890 members 
Mstep: Class 7 contains 32510 members 
Mstep: Class 8 contains 7574 members 
Mstep: Class 9 contains 10876 members 
Mstep: Class 10 contains 15450 members 
Mstep: Class 11 contains 8965 members 
Mstep: Class 12 contains 1803 members 
Mstep: Class 13 contains 4600 members 
Mstep: Class 14 contains 7025 members 
Mstep: Class 15 contains 80536 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 14335 members 
Mstep: Class 18 contains 1102 members 
Mstep: Class 19 contains 107636 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 6713 members 
Mstep: Class 22 contains 188106 members 
Mstep: Class 23 contains 5182 members 
Mstep: Class 24 contains 1399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938496.000000 Penalty: 52549.226562
Iteration 108Q: 25 clusters Score -3.59385e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87145 members 
Mstep: Class 2 contains 7388 members 
Mstep: Class 3 contains 7464 members 
Mstep: Class 4 contains 10392 members 
Mstep: Class 5 contains 69510 members 
Mstep: Class 6 contains 29891 members 
Mstep: Class 7 contains 32513 members 
Mstep: Class 8 contains 7574 members 
Mstep: Class 9 contains 10852 members 
Mstep: Class 10 contains 15450 members 
Mstep: Class 11 contains 8975 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 4600 members 
Mstep: Class 14 contains 7033 members 
Mstep: Class 15 contains 80547 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 14334 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 107630 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 188102 members 
Mstep: Class 23 contains 5191 members 
Mstep: Class 24 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938480.000000 Penalty: 52549.226562
Iteration 109Q: 25 clusters Score -3.593848e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87143 members 
Mstep: Class 2 contains 7388 members 
Mstep: Class 3 contains 7464 members 
Mstep: Class 4 contains 10394 members 
Mstep: Class 5 contains 69489 members 
Mstep: Class 6 contains 29891 members 
Mstep: Class 7 contains 32509 members 
Mstep: Class 8 contains 7575 members 
Mstep: Class 9 contains 10841 members 
Mstep: Class 10 contains 15449 members 
Mstep: Class 11 contains 8986 members 
Mstep: Class 12 contains 1801 members 
Mstep: Class 13 contains 4599 members 
Mstep: Class 14 contains 7036 members 
Mstep: Class 15 contains 80552 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 14334 members 
Mstep: Class 18 contains 1105 members 
Mstep: Class 19 contains 107628 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 188100 members 
Mstep: Class 23 contains 5204 members 
Mstep: Class 24 contains 1403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938420.000000 Penalty: 52549.226562
Iteration 110Q: 25 clusters Score -3.593842e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87138 members 
Mstep: Class 2 contains 7388 members 
Mstep: Class 3 contains 7465 members 
Mstep: Class 4 contains 10397 members 
Mstep: Class 5 contains 69468 members 
Mstep: Class 6 contains 29892 members 
Mstep: Class 7 contains 32507 members 
Mstep: Class 8 contains 7575 members 
Mstep: Class 9 contains 10815 members 
Mstep: Class 10 contains 15447 members 
Mstep: Class 11 contains 9003 members 
Mstep: Class 12 contains 1802 members 
Mstep: Class 13 contains 4603 members 
Mstep: Class 14 contains 7036 members 
Mstep: Class 15 contains 80555 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 14335 members 
Mstep: Class 18 contains 1105 members 
Mstep: Class 19 contains 107622 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 188102 members 
Mstep: Class 23 contains 5227 members 
Mstep: Class 24 contains 1404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938456.000000 Penalty: 52549.226562
Iteration 111Q: 25 clusters Score -3.593846e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87135 members 
Mstep: Class 2 contains 7388 members 
Mstep: Class 3 contains 7469 members 
Mstep: Class 4 contains 10401 members 
Mstep: Class 5 contains 69446 members 
Mstep: Class 6 contains 29895 members 
Mstep: Class 7 contains 32512 members 
Mstep: Class 8 contains 7573 members 
Mstep: Class 9 contains 10777 members 
Mstep: Class 10 contains 15447 members 
Mstep: Class 11 contains 9021 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 4605 members 
Mstep: Class 14 contains 7036 members 
Mstep: Class 15 contains 80563 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 14335 members 
Mstep: Class 18 contains 1105 members 
Mstep: Class 19 contains 107617 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 6713 members 
Mstep: Class 22 contains 188097 members 
Mstep: Class 23 contains 5249 members 
Mstep: Class 24 contains 1409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938468.000000 Penalty: 52549.226562
Iteration 112Q: 25 clusters Score -3.593847e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87131 members 
Mstep: Class 2 contains 7388 members 
Mstep: Class 3 contains 7469 members 
Mstep: Class 4 contains 10405 members 
Mstep: Class 5 contains 69433 members 
Mstep: Class 6 contains 29896 members 
Mstep: Class 7 contains 32504 members 
Mstep: Class 8 contains 7575 members 
Mstep: Class 9 contains 10751 members 
Mstep: Class 10 contains 15448 members 
Mstep: Class 11 contains 9029 members 
Mstep: Class 12 contains 1806 members 
Mstep: Class 13 contains 4608 members 
Mstep: Class 14 contains 7036 members 
Mstep: Class 15 contains 80571 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 14335 members 
Mstep: Class 18 contains 1105 members 
Mstep: Class 19 contains 107613 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 188094 members 
Mstep: Class 23 contains 5273 members 
Mstep: Class 24 contains 1414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938448.000000 Penalty: 52549.226562
Iteration 113Q: 25 clusters Score -3.593845e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87127 members 
Mstep: Class 2 contains 7387 members 
Mstep: Class 3 contains 7467 members 
Mstep: Class 4 contains 10407 members 
Mstep: Class 5 contains 69417 members 
Mstep: Class 6 contains 29899 members 
Mstep: Class 7 contains 32506 members 
Mstep: Class 8 contains 7577 members 
Mstep: Class 9 contains 10730 members 
Mstep: Class 10 contains 15445 members 
Mstep: Class 11 contains 9038 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 4613 members 
Mstep: Class 14 contains 7032 members 
Mstep: Class 15 contains 80572 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 14336 members 
Mstep: Class 18 contains 1105 members 
Mstep: Class 19 contains 107613 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 188094 members 
Mstep: Class 23 contains 5290 members 
Mstep: Class 24 contains 1420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938492.000000 Penalty: 52549.226562
Iteration 114Q: 25 clusters Score -3.593849e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87119 members 
Mstep: Class 2 contains 7387 members 
Mstep: Class 3 contains 7465 members 
Mstep: Class 4 contains 10410 members 
Mstep: Class 5 contains 69403 members 
Mstep: Class 6 contains 29902 members 
Mstep: Class 7 contains 32512 members 
Mstep: Class 8 contains 7577 members 
Mstep: Class 9 contains 10708 members 
Mstep: Class 10 contains 15441 members 
Mstep: Class 11 contains 9047 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 4617 members 
Mstep: Class 14 contains 7038 members 
Mstep: Class 15 contains 80575 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 14336 members 
Mstep: Class 18 contains 1105 members 
Mstep: Class 19 contains 107609 members 
Mstep: Class 20 contains 2021 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 188093 members 
Mstep: Class 23 contains 5303 members 
Mstep: Class 24 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938468.000000 Penalty: 52549.226562
Iteration 115Q: 25 clusters Score -3.593847e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87118 members 
Mstep: Class 2 contains 7385 members 
Mstep: Class 3 contains 7469 members 
Mstep: Class 4 contains 10412 members 
Mstep: Class 5 contains 69382 members 
Mstep: Class 6 contains 29905 members 
Mstep: Class 7 contains 32511 members 
Mstep: Class 8 contains 7577 members 
Mstep: Class 9 contains 10682 members 
Mstep: Class 10 contains 15436 members 
Mstep: Class 11 contains 9060 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 7033 members 
Mstep: Class 15 contains 80579 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 14336 members 
Mstep: Class 18 contains 1107 members 
Mstep: Class 19 contains 107610 members 
Mstep: Class 20 contains 2021 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 188090 members 
Mstep: Class 23 contains 5319 members 
Mstep: Class 24 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938532.000000 Penalty: 52549.226562
Iteration 116Q: 25 clusters Score -3.593853e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87113 members 
Mstep: Class 2 contains 7385 members 
Mstep: Class 3 contains 7468 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 69365 members 
Mstep: Class 6 contains 29906 members 
Mstep: Class 7 contains 32518 members 
Mstep: Class 8 contains 7576 members 
Mstep: Class 9 contains 10658 members 
Mstep: Class 10 contains 15431 members 
Mstep: Class 11 contains 9076 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 4626 members 
Mstep: Class 14 contains 7035 members 
Mstep: Class 15 contains 80584 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 14336 members 
Mstep: Class 18 contains 1107 members 
Mstep: Class 19 contains 107609 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 188083 members 
Mstep: Class 23 contains 5326 members 
Mstep: Class 24 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938504.000000 Penalty: 52549.226562
Iteration 117Q: 25 clusters Score -3.59385e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87112 members 
Mstep: Class 2 contains 7383 members 
Mstep: Class 3 contains 7468 members 
Mstep: Class 4 contains 10433 members 
Mstep: Class 5 contains 69355 members 
Mstep: Class 6 contains 29906 members 
Mstep: Class 7 contains 32529 members 
Mstep: Class 8 contains 7575 members 
Mstep: Class 9 contains 10642 members 
Mstep: Class 10 contains 15428 members 
Mstep: Class 11 contains 9084 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 4627 members 
Mstep: Class 14 contains 7042 members 
Mstep: Class 15 contains 80584 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 14337 members 
Mstep: Class 18 contains 1107 members 
Mstep: Class 19 contains 107600 members 
Mstep: Class 20 contains 2021 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 188078 members 
Mstep: Class 23 contains 5327 members 
Mstep: Class 24 contains 1455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938464.000000 Penalty: 52549.226562
Iteration 118Q: 25 clusters Score -3.593846e+07 nChanged 85
Entering ConstructFrom: 
Score: -35938464.000000 Penalty: 52549.226562
Entering ConstructFrom: 
Trying to split cluster 1 (87109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87109 members 
Entering Unmasked Estep 
Score: -4640121.500000 Penalty: 1848.423706
	Iteration 0F: 2 clusters Score -4640122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -4582112.500000 Penalty: 3696.847412
	Iteration 0F: 3 clusters Score -4582112 nChanged 41499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -4606000.000000 Penalty: 3696.847412
	Iteration 1F: 3 clusters Score -4606000 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -4606749.500000 Penalty: 3696.847412
	Iteration 2Q: 3 clusters Score -4606750 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -4607679.500000 Penalty: 3696.847412
	Iteration 3Q: 3 clusters Score -4607680 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -4609014.500000 Penalty: 3696.847412
	Iteration 4Q: 3 clusters Score -4609014 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -4610915.000000 Penalty: 3696.847412
	Iteration 5Q: 3 clusters Score -4610915 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -4613659.500000 Penalty: 3696.847412
	Iteration 6F: 3 clusters Score -4613660 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60633 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -4617503.500000 Penalty: 3696.847412
	Iteration 7F: 3 clusters Score -4617504 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66028 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -4622190.000000 Penalty: 3696.847412
	Iteration 8F: 3 clusters Score -4622190 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71171 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -4626860.000000 Penalty: 3696.847412
	Iteration 9F: 3 clusters Score -4626860 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75275 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -4630571.000000 Penalty: 3696.847412
	Iteration 10Q: 3 clusters Score -4630571 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78318 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -4633147.500000 Penalty: 3696.847412
	Iteration 11Q: 3 clusters Score -4633148 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80523 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -4635035.500000 Penalty: 3696.847412
	Iteration 12Q: 3 clusters Score -4635036 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82111 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -4636359.500000 Penalty: 3696.847412
	Iteration 13Q: 3 clusters Score -4636360 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83162 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -4637307.000000 Penalty: 3696.847412
	Iteration 14Q: 3 clusters Score -4637307 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83902 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -4637957.500000 Penalty: 3696.847412
	Iteration 15Q: 3 clusters Score -4637958 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84365 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -4638442.500000 Penalty: 3696.847412
	Iteration 16Q: 3 clusters Score -4638442 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84637 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -4638692.500000 Penalty: 3696.847412
	Iteration 17Q: 3 clusters Score -4638692 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84808 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -4638805.500000 Penalty: 3696.847412
	Iteration 18Q: 3 clusters Score -4638806 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84925 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4638920.000000 Penalty: 3696.847412
	Iteration 19Q: 3 clusters Score -4638920 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84996 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -4638984.000000 Penalty: 3696.847412
	Iteration 20F: 3 clusters Score -4638984 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85039 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -4638998.000000 Penalty: 3696.847412
	Iteration 21Q: 3 clusters Score -4638998 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85077 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4639017.500000 Penalty: 3696.847412
	Iteration 22Q: 3 clusters Score -4639018 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85102 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4639027.000000 Penalty: 3696.847412
	Iteration 23Q: 3 clusters Score -4639027 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85118 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4639039.000000 Penalty: 3696.847412
	Iteration 24Q: 3 clusters Score -4639039 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85137 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4639049.000000 Penalty: 3696.847412
	Iteration 25Q: 3 clusters Score -4639049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85147 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4639057.500000 Penalty: 3696.847412
	Iteration 26Q: 3 clusters Score -4639058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85152 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4639052.500000 Penalty: 3696.847412
	Iteration 27Q: 3 clusters Score -4639052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85159 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4639048.500000 Penalty: 3696.847412
	Iteration 28Q: 3 clusters Score -4639048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85173 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4639054.500000 Penalty: 3696.847412
	Iteration 29Q: 3 clusters Score -4639054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85184 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4639059.500000 Penalty: 3696.847412
	Iteration 30Q: 3 clusters Score -4639060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85190 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4639058.000000 Penalty: 3696.847412
	Iteration 31Q: 3 clusters Score -4639058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85193 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4639063.000000 Penalty: 3696.847412
	Iteration 32Q: 3 clusters Score -4639063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85194 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4639062.000000 Penalty: 3696.847412
	Iteration 33Q: 3 clusters Score -4639062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85194 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4639062.500000 Penalty: 3696.847412
	Iteration 34Q: 3 clusters Score -4639062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85196 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4639058.500000 Penalty: 3696.847412
	Iteration 35Q: 3 clusters Score -4639058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85195 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4639057.500000 Penalty: 3696.847412
	Iteration 36Q: 3 clusters Score -4639058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85194 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4639056.500000 Penalty: 3696.847412
	Iteration 37Q: 3 clusters Score -4639056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85193 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4639063.000000 Penalty: 3696.847412
	Iteration 38Q: 3 clusters Score -4639063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85193 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4639065.000000 Penalty: 3696.847412
	Iteration 39Q: 3 clusters Score -4639065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85193 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4639065.000000 Penalty: 3696.847412
	Iteration 40F: 3 clusters Score -4639065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Entering Unmasked Estep 
Score: -370825.281250 Penalty: 1447.377075
	Iteration 0F: 2 clusters Score -370825.3 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 3799 members 
Entering Unmasked Estep 
Score: -365320.437500 Penalty: 2894.754150
	Iteration 0F: 3 clusters Score -365320.4 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -367187.093750 Penalty: 2894.754150
	Iteration 1F: 3 clusters Score -367187.1 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -367569.968750 Penalty: 2894.754150
	Iteration 2F: 3 clusters Score -367570 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -367913.250000 Penalty: 2894.754150
	Iteration 3F: 3 clusters Score -367913.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -368237.500000 Penalty: 2894.754150
	Iteration 4F: 3 clusters Score -368237.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -368522.718750 Penalty: 2894.754150
	Iteration 5F: 3 clusters Score -368522.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -368716.093750 Penalty: 2894.754150
	Iteration 6Q: 3 clusters Score -368716.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -368836.312500 Penalty: 2894.754150
	Iteration 7Q: 3 clusters Score -368836.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -368955.656250 Penalty: 2894.754150
	Iteration 8Q: 3 clusters Score -368955.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -369068.906250 Penalty: 2894.754150
	Iteration 9Q: 3 clusters Score -369068.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -369163.750000 Penalty: 2894.754150
	Iteration 10Q: 3 clusters Score -369163.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -369248.781250 Penalty: 2894.754150
	Iteration 11Q: 3 clusters Score -369248.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -369328.250000 Penalty: 2894.754150
	Iteration 12Q: 3 clusters Score -369328.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -369389.468750 Penalty: 2894.754150
	Iteration 13Q: 3 clusters Score -369389.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -369455.781250 Penalty: 2894.754150
	Iteration 14Q: 3 clusters Score -369455.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -369525.312500 Penalty: 2894.754150
	Iteration 15Q: 3 clusters Score -369525.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -369587.093750 Penalty: 2894.754150
	Iteration 16Q: 3 clusters Score -369587.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -369620.750000 Penalty: 2894.754150
	Iteration 17Q: 3 clusters Score -369620.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -369652.125000 Penalty: 2894.754150
	Iteration 18Q: 3 clusters Score -369652.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -369687.593750 Penalty: 2894.754150
	Iteration 19Q: 3 clusters Score -369687.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -369709.187500 Penalty: 2894.754150
	Iteration 20F: 3 clusters Score -369709.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -369723.468750 Penalty: 2894.754150
	Iteration 21Q: 3 clusters Score -369723.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -369731.843750 Penalty: 2894.754150
	Iteration 22Q: 3 clusters Score -369731.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -369742.187500 Penalty: 2894.754150
	Iteration 23Q: 3 clusters Score -369742.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -369750.531250 Penalty: 2894.754150
	Iteration 24Q: 3 clusters Score -369750.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -369758.375000 Penalty: 2894.754150
	Iteration 25Q: 3 clusters Score -369758.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -369765.531250 Penalty: 2894.754150
	Iteration 26Q: 3 clusters Score -369765.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -369773.625000 Penalty: 2894.754150
	Iteration 27Q: 3 clusters Score -369773.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -369778.031250 Penalty: 2894.754150
	Iteration 28Q: 3 clusters Score -369778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -369778.843750 Penalty: 2894.754150
	Iteration 29Q: 3 clusters Score -369778.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -369779.875000 Penalty: 2894.754150
	Iteration 30Q: 3 clusters Score -369779.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -369781.250000 Penalty: 2894.754150
	Iteration 31Q: 3 clusters Score -369781.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -369782.500000 Penalty: 2894.754150
	Iteration 32Q: 3 clusters Score -369782.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -369782.625000 Penalty: 2894.754150
	Iteration 33Q: 3 clusters Score -369782.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -369782.625000 Penalty: 2894.754150
	Iteration 34F: 3 clusters Score -369782.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Entering Unmasked Estep 
Score: -382051.000000 Penalty: 1449.019409
	Iteration 0F: 2 clusters Score -382051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -376568.750000 Penalty: 2898.038818
	Iteration 0F: 3 clusters Score -376568.8 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -378332.750000 Penalty: 2898.038818
	Iteration 1F: 3 clusters Score -378332.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -378576.250000 Penalty: 2898.038818
	Iteration 2F: 3 clusters Score -378576.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -378809.968750 Penalty: 2898.038818
	Iteration 3F: 3 clusters Score -378810 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -379063.812500 Penalty: 2898.038818
	Iteration 4F: 3 clusters Score -379063.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -379326.906250 Penalty: 2898.038818
	Iteration 5F: 3 clusters Score -379326.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -379571.250000 Penalty: 2898.038818
	Iteration 6Q: 3 clusters Score -379571.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -379822.625000 Penalty: 2898.038818
	Iteration 7Q: 3 clusters Score -379822.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -380052.812500 Penalty: 2898.038818
	Iteration 8Q: 3 clusters Score -380052.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -380215.218750 Penalty: 2898.038818
	Iteration 9Q: 3 clusters Score -380215.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -380309.593750 Penalty: 2898.038818
	Iteration 10Q: 3 clusters Score -380309.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -380364.343750 Penalty: 2898.038818
	Iteration 11Q: 3 clusters Score -380364.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -380399.031250 Penalty: 2898.038818
	Iteration 12Q: 3 clusters Score -380399 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -380422.406250 Penalty: 2898.038818
	Iteration 13Q: 3 clusters Score -380422.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -380442.062500 Penalty: 2898.038818
	Iteration 14Q: 3 clusters Score -380442.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -380463.000000 Penalty: 2898.038818
	Iteration 15Q: 3 clusters Score -380463 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -380472.531250 Penalty: 2898.038818
	Iteration 16Q: 3 clusters Score -380472.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -380483.968750 Penalty: 2898.038818
	Iteration 17Q: 3 clusters Score -380484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -380494.343750 Penalty: 2898.038818
	Iteration 18Q: 3 clusters Score -380494.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -380504.718750 Penalty: 2898.038818
	Iteration 19Q: 3 clusters Score -380504.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -380515.218750 Penalty: 2898.038818
	Iteration 20F: 3 clusters Score -380515.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -380528.468750 Penalty: 2898.038818
	Iteration 21Q: 3 clusters Score -380528.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -380538.125000 Penalty: 2898.038818
	Iteration 22Q: 3 clusters Score -380538.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -380547.468750 Penalty: 2898.038818
	Iteration 23Q: 3 clusters Score -380547.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -380552.687500 Penalty: 2898.038818
	Iteration 24Q: 3 clusters Score -380552.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -380556.437500 Penalty: 2898.038818
	Iteration 25Q: 3 clusters Score -380556.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -380560.750000 Penalty: 2898.038818
	Iteration 26Q: 3 clusters Score -380560.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -380565.843750 Penalty: 2898.038818
	Iteration 27Q: 3 clusters Score -380565.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -380572.843750 Penalty: 2898.038818
	Iteration 28Q: 3 clusters Score -380572.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -380578.968750 Penalty: 2898.038818
	Iteration 29Q: 3 clusters Score -380579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -380582.812500 Penalty: 2898.038818
	Iteration 30Q: 3 clusters Score -380582.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -380586.531250 Penalty: 2898.038818
	Iteration 31Q: 3 clusters Score -380586.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -380590.406250 Penalty: 2898.038818
	Iteration 32Q: 3 clusters Score -380590.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -380593.250000 Penalty: 2898.038818
	Iteration 33Q: 3 clusters Score -380593.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -380594.687500 Penalty: 2898.038818
	Iteration 34Q: 3 clusters Score -380594.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -380596.906250 Penalty: 2898.038818
	Iteration 35Q: 3 clusters Score -380596.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -380599.031250 Penalty: 2898.038818
	Iteration 36Q: 3 clusters Score -380599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -380604.093750 Penalty: 2898.038818
	Iteration 37Q: 3 clusters Score -380604.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -380606.250000 Penalty: 2898.038818
	Iteration 38Q: 3 clusters Score -380606.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -380608.843750 Penalty: 2898.038818
	Iteration 39Q: 3 clusters Score -380608.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -380611.843750 Penalty: 2898.038818
	Iteration 40F: 3 clusters Score -380611.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -380619.625000 Penalty: 2898.038818
	Iteration 41Q: 3 clusters Score -380619.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -380627.031250 Penalty: 2898.038818
	Iteration 42Q: 3 clusters Score -380627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -380633.625000 Penalty: 2898.038818
	Iteration 43Q: 3 clusters Score -380633.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -380639.687500 Penalty: 2898.038818
	Iteration 44Q: 3 clusters Score -380639.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -380646.250000 Penalty: 2898.038818
	Iteration 45Q: 3 clusters Score -380646.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -380651.812500 Penalty: 2898.038818
	Iteration 46Q: 3 clusters Score -380651.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -380656.781250 Penalty: 2898.038818
	Iteration 47Q: 3 clusters Score -380656.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -380659.218750 Penalty: 2898.038818
	Iteration 48Q: 3 clusters Score -380659.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -380662.750000 Penalty: 2898.038818
	Iteration 49Q: 3 clusters Score -380662.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -380664.437500 Penalty: 2898.038818
	Iteration 50Q: 3 clusters Score -380664.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -380664.875000 Penalty: 2898.038818
	Iteration 51Q: 3 clusters Score -380664.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -380668.375000 Penalty: 2898.038818
	Iteration 52Q: 3 clusters Score -380668.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -380671.375000 Penalty: 2898.038818
	Iteration 53Q: 3 clusters Score -380671.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -380675.031250 Penalty: 2898.038818
	Iteration 54Q: 3 clusters Score -380675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -380677.687500 Penalty: 2898.038818
	Iteration 55Q: 3 clusters Score -380677.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -380680.375000 Penalty: 2898.038818
	Iteration 56Q: 3 clusters Score -380680.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -380682.000000 Penalty: 2898.038818
	Iteration 57Q: 3 clusters Score -380682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -380682.906250 Penalty: 2898.038818
	Iteration 58Q: 3 clusters Score -380682.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -380683.312500 Penalty: 2898.038818
	Iteration 59Q: 3 clusters Score -380683.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -380684.531250 Penalty: 2898.038818
	Iteration 60F: 3 clusters Score -380684.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -380684.750000 Penalty: 2898.038818
	Iteration 61Q: 3 clusters Score -380684.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -380685.218750 Penalty: 2898.038818
	Iteration 62Q: 3 clusters Score -380685.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -380685.218750 Penalty: 2898.038818
	Iteration 63F: 3 clusters Score -380685.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Entering Unmasked Estep 
Score: -532568.000000 Penalty: 1503.661987
	Iteration 0F: 2 clusters Score -532568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -525229.312500 Penalty: 3007.323975
	Iteration 0F: 3 clusters Score -525229.3 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -527850.062500 Penalty: 3007.323975
	Iteration 1F: 3 clusters Score -527850.1 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -528341.062500 Penalty: 3007.323975
	Iteration 2F: 3 clusters Score -528341.1 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -528816.562500 Penalty: 3007.323975
	Iteration 3F: 3 clusters Score -528816.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -529289.562500 Penalty: 3007.323975
	Iteration 4F: 3 clusters Score -529289.6 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -529788.312500 Penalty: 3007.323975
	Iteration 5F: 3 clusters Score -529788.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -530281.875000 Penalty: 3007.323975
	Iteration 6Q: 3 clusters Score -530281.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -530626.937500 Penalty: 3007.323975
	Iteration 7Q: 3 clusters Score -530626.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -530815.000000 Penalty: 3007.323975
	Iteration 8Q: 3 clusters Score -530815 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -530909.312500 Penalty: 3007.323975
	Iteration 9Q: 3 clusters Score -530909.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -530939.375000 Penalty: 3007.323975
	Iteration 10Q: 3 clusters Score -530939.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -530961.625000 Penalty: 3007.323975
	Iteration 11Q: 3 clusters Score -530961.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -530973.812500 Penalty: 3007.323975
	Iteration 12Q: 3 clusters Score -530973.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -530985.125000 Penalty: 3007.323975
	Iteration 13Q: 3 clusters Score -530985.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -530993.062500 Penalty: 3007.323975
	Iteration 14Q: 3 clusters Score -530993.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -531003.062500 Penalty: 3007.323975
	Iteration 15Q: 3 clusters Score -531003.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -531008.000000 Penalty: 3007.323975
	Iteration 16Q: 3 clusters Score -531008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -531015.687500 Penalty: 3007.323975
	Iteration 17Q: 3 clusters Score -531015.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -531019.562500 Penalty: 3007.323975
	Iteration 18Q: 3 clusters Score -531019.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -531024.562500 Penalty: 3007.323975
	Iteration 19Q: 3 clusters Score -531024.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -531029.875000 Penalty: 3007.323975
	Iteration 20F: 3 clusters Score -531029.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -531034.812500 Penalty: 3007.323975
	Iteration 21Q: 3 clusters Score -531034.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -531037.312500 Penalty: 3007.323975
	Iteration 22Q: 3 clusters Score -531037.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -531039.187500 Penalty: 3007.323975
	Iteration 23Q: 3 clusters Score -531039.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -531043.000000 Penalty: 3007.323975
	Iteration 24Q: 3 clusters Score -531043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -531046.437500 Penalty: 3007.323975
	Iteration 25Q: 3 clusters Score -531046.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -531047.812500 Penalty: 3007.323975
	Iteration 26Q: 3 clusters Score -531047.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -531050.562500 Penalty: 3007.323975
	Iteration 27Q: 3 clusters Score -531050.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -531052.125000 Penalty: 3007.323975
	Iteration 28Q: 3 clusters Score -531052.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -531057.125000 Penalty: 3007.323975
	Iteration 29Q: 3 clusters Score -531057.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -531061.500000 Penalty: 3007.323975
	Iteration 30Q: 3 clusters Score -531061.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -531065.250000 Penalty: 3007.323975
	Iteration 31Q: 3 clusters Score -531065.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -531070.187500 Penalty: 3007.323975
	Iteration 32Q: 3 clusters Score -531070.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -531074.500000 Penalty: 3007.323975
	Iteration 33Q: 3 clusters Score -531074.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -531081.000000 Penalty: 3007.323975
	Iteration 34Q: 3 clusters Score -531081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -531086.875000 Penalty: 3007.323975
	Iteration 35Q: 3 clusters Score -531086.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -531092.000000 Penalty: 3007.323975
	Iteration 36Q: 3 clusters Score -531092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -531097.312500 Penalty: 3007.323975
	Iteration 37Q: 3 clusters Score -531097.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -531103.750000 Penalty: 3007.323975
	Iteration 38Q: 3 clusters Score -531103.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -531110.437500 Penalty: 3007.323975
	Iteration 39Q: 3 clusters Score -531110.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -531115.437500 Penalty: 3007.323975
	Iteration 40F: 3 clusters Score -531115.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -531121.437500 Penalty: 3007.323975
	Iteration 41Q: 3 clusters Score -531121.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -531120.875000 Penalty: 3007.323975
	Iteration 42Q: 3 clusters Score -531120.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -531126.937500 Penalty: 3007.323975
	Iteration 43Q: 3 clusters Score -531126.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -531132.937500 Penalty: 3007.323975
	Iteration 44Q: 3 clusters Score -531132.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -531135.250000 Penalty: 3007.323975
	Iteration 45Q: 3 clusters Score -531135.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -531140.875000 Penalty: 3007.323975
	Iteration 46Q: 3 clusters Score -531140.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -531142.812500 Penalty: 3007.323975
	Iteration 47Q: 3 clusters Score -531142.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -531146.937500 Penalty: 3007.323975
	Iteration 48Q: 3 clusters Score -531146.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -531153.187500 Penalty: 3007.323975
	Iteration 49Q: 3 clusters Score -531153.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -531158.500000 Penalty: 3007.323975
	Iteration 50Q: 3 clusters Score -531158.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -531166.312500 Penalty: 3007.323975
	Iteration 51Q: 3 clusters Score -531166.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -531170.937500 Penalty: 3007.323975
	Iteration 52Q: 3 clusters Score -531170.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -531174.312500 Penalty: 3007.323975
	Iteration 53Q: 3 clusters Score -531174.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -531176.687500 Penalty: 3007.323975
	Iteration 54Q: 3 clusters Score -531176.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -531182.250000 Penalty: 3007.323975
	Iteration 55Q: 3 clusters Score -531182.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -531183.250000 Penalty: 3007.323975
	Iteration 56Q: 3 clusters Score -531183.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -531185.437500 Penalty: 3007.323975
	Iteration 57Q: 3 clusters Score -531185.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -531190.375000 Penalty: 3007.323975
	Iteration 58Q: 3 clusters Score -531190.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -531194.000000 Penalty: 3007.323975
	Iteration 59Q: 3 clusters Score -531194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -531197.187500 Penalty: 3007.323975
	Iteration 60F: 3 clusters Score -531197.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -531202.750000 Penalty: 3007.323975
	Iteration 61Q: 3 clusters Score -531202.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -531205.937500 Penalty: 3007.323975
	Iteration 62Q: 3 clusters Score -531205.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -531208.312500 Penalty: 3007.323975
	Iteration 63Q: 3 clusters Score -531208.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -531213.500000 Penalty: 3007.323975
	Iteration 64Q: 3 clusters Score -531213.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -531215.812500 Penalty: 3007.323975
	Iteration 65Q: 3 clusters Score -531215.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -531219.562500 Penalty: 3007.323975
	Iteration 66Q: 3 clusters Score -531219.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -531221.625000 Penalty: 3007.323975
	Iteration 67Q: 3 clusters Score -531221.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -531223.812500 Penalty: 3007.323975
	Iteration 68Q: 3 clusters Score -531223.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -531225.500000 Penalty: 3007.323975
	Iteration 69Q: 3 clusters Score -531225.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -531229.937500 Penalty: 3007.323975
	Iteration 70Q: 3 clusters Score -531229.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -531230.750000 Penalty: 3007.323975
	Iteration 71Q: 3 clusters Score -531230.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -531232.687500 Penalty: 3007.323975
	Iteration 72Q: 3 clusters Score -531232.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -531232.562500 Penalty: 3007.323975
	Iteration 73Q: 3 clusters Score -531232.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -531234.500000 Penalty: 3007.323975
	Iteration 74Q: 3 clusters Score -531234.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -531235.125000 Penalty: 3007.323975
	Iteration 75Q: 3 clusters Score -531235.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -531236.500000 Penalty: 3007.323975
	Iteration 76Q: 3 clusters Score -531236.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -531235.250000 Penalty: 3007.323975
	Iteration 77Q: 3 clusters Score -531235.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -531237.062500 Penalty: 3007.323975
	Iteration 78Q: 3 clusters Score -531237.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -531238.250000 Penalty: 3007.323975
	Iteration 79Q: 3 clusters Score -531238.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -531238.187500 Penalty: 3007.323975
	Iteration 80F: 3 clusters Score -531238.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -531240.062500 Penalty: 3007.323975
	Iteration 81Q: 3 clusters Score -531240.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -531242.625000 Penalty: 3007.323975
	Iteration 82Q: 3 clusters Score -531242.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -531241.875000 Penalty: 3007.323975
	Iteration 83Q: 3 clusters Score -531241.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -531242.250000 Penalty: 3007.323975
	Iteration 84Q: 3 clusters Score -531242.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -531242.250000 Penalty: 3007.323975
	Iteration 85F: 3 clusters Score -531242.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (69340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69340 members 
Entering Unmasked Estep 
Score: -3695581.500000 Penalty: 1811.351318
	Iteration 0F: 2 clusters Score -3695582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -3649383.250000 Penalty: 3622.702637
	Iteration 0F: 3 clusters Score -3649383 nChanged 32879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -3668479.500000 Penalty: 3622.702637
	Iteration 1F: 3 clusters Score -3668480 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -3669632.500000 Penalty: 3622.702637
	Iteration 2Q: 3 clusters Score -3669632 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -3671357.750000 Penalty: 3622.702637
	Iteration 3F: 3 clusters Score -3671358 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -3674107.250000 Penalty: 3622.702637
	Iteration 4F: 3 clusters Score -3674107 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -3677575.750000 Penalty: 3622.702637
	Iteration 5F: 3 clusters Score -3677576 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -3681148.500000 Penalty: 3622.702637
	Iteration 6F: 3 clusters Score -3681148 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -3684356.500000 Penalty: 3622.702637
	Iteration 7F: 3 clusters Score -3684356 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -3687524.250000 Penalty: 3622.702637
	Iteration 8F: 3 clusters Score -3687524 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52747 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -3690585.750000 Penalty: 3622.702637
	Iteration 9Q: 3 clusters Score -3690586 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -3692573.500000 Penalty: 3622.702637
	Iteration 10Q: 3 clusters Score -3692574 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -3693383.250000 Penalty: 3622.702637
	Iteration 11Q: 3 clusters Score -3693383 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54245 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -3693796.250000 Penalty: 3622.702637
	Iteration 12Q: 3 clusters Score -3693796 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54521 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -3693994.750000 Penalty: 3622.702637
	Iteration 13Q: 3 clusters Score -3693995 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54762 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -3694131.000000 Penalty: 3622.702637
	Iteration 14Q: 3 clusters Score -3694131 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55002 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -3694235.250000 Penalty: 3622.702637
	Iteration 15Q: 3 clusters Score -3694235 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55230 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -3694322.000000 Penalty: 3622.702637
	Iteration 16Q: 3 clusters Score -3694322 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55447 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -3694365.250000 Penalty: 3622.702637
	Iteration 17Q: 3 clusters Score -3694365 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -3694399.000000 Penalty: 3622.702637
	Iteration 18Q: 3 clusters Score -3694399 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -3694430.250000 Penalty: 3622.702637
	Iteration 19Q: 3 clusters Score -3694430 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -3694487.250000 Penalty: 3622.702637
	Iteration 20F: 3 clusters Score -3694487 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -3694533.500000 Penalty: 3622.702637
	Iteration 21Q: 3 clusters Score -3694534 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56652 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -3694599.250000 Penalty: 3622.702637
	Iteration 22Q: 3 clusters Score -3694599 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56961 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -3694654.750000 Penalty: 3622.702637
	Iteration 23Q: 3 clusters Score -3694655 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57337 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -3694782.500000 Penalty: 3622.702637
	Iteration 24Q: 3 clusters Score -3694782 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57781 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -3694969.500000 Penalty: 3622.702637
	Iteration 25Q: 3 clusters Score -3694970 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58276 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -3695167.000000 Penalty: 3622.702637
	Iteration 26Q: 3 clusters Score -3695167 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58766 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -3695411.750000 Penalty: 3622.702637
	Iteration 27Q: 3 clusters Score -3695412 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59296 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -3695691.750000 Penalty: 3622.702637
	Iteration 28Q: 3 clusters Score -3695692 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59818 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -3696000.250000 Penalty: 3622.702637
	Iteration 29Q: 3 clusters Score -3696000 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60307 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -3696313.250000 Penalty: 3622.702637
	Iteration 30Q: 3 clusters Score -3696313 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60746 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -3696539.000000 Penalty: 3622.702637
	Iteration 31Q: 3 clusters Score -3696539 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61094 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -3696695.500000 Penalty: 3622.702637
	Iteration 32Q: 3 clusters Score -3696696 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61402 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -3696797.250000 Penalty: 3622.702637
	Iteration 33Q: 3 clusters Score -3696797 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61629 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -3696841.000000 Penalty: 3622.702637
	Iteration 34Q: 3 clusters Score -3696841 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61799 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -3696860.000000 Penalty: 3622.702637
	Iteration 35Q: 3 clusters Score -3696860 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61932 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -3696876.500000 Penalty: 3622.702637
	Iteration 36Q: 3 clusters Score -3696876 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62013 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -3696890.000000 Penalty: 3622.702637
	Iteration 37Q: 3 clusters Score -3696890 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62069 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -3696904.000000 Penalty: 3622.702637
	Iteration 38Q: 3 clusters Score -3696904 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62117 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -3696914.000000 Penalty: 3622.702637
	Iteration 39Q: 3 clusters Score -3696914 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -3696908.250000 Penalty: 3622.702637
	Iteration 40F: 3 clusters Score -3696908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62203 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -3696908.000000 Penalty: 3622.702637
	Iteration 41Q: 3 clusters Score -3696908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62231 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -3696912.500000 Penalty: 3622.702637
	Iteration 42Q: 3 clusters Score -3696912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62251 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -3696910.000000 Penalty: 3622.702637
	Iteration 43Q: 3 clusters Score -3696910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62271 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -3696910.250000 Penalty: 3622.702637
	Iteration 44Q: 3 clusters Score -3696910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62287 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -3696907.000000 Penalty: 3622.702637
	Iteration 45Q: 3 clusters Score -3696907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62295 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -3696905.000000 Penalty: 3622.702637
	Iteration 46Q: 3 clusters Score -3696905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62305 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -3696907.000000 Penalty: 3622.702637
	Iteration 47Q: 3 clusters Score -3696907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62315 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -3696905.000000 Penalty: 3622.702637
	Iteration 48Q: 3 clusters Score -3696905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62320 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -3696909.500000 Penalty: 3622.702637
	Iteration 49Q: 3 clusters Score -3696910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62324 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -3696911.000000 Penalty: 3622.702637
	Iteration 50Q: 3 clusters Score -3696911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62327 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -3696908.500000 Penalty: 3622.702637
	Iteration 51Q: 3 clusters Score -3696908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62331 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -3696909.000000 Penalty: 3622.702637
	Iteration 52Q: 3 clusters Score -3696909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62334 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -3696911.250000 Penalty: 3622.702637
	Iteration 53Q: 3 clusters Score -3696911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -3696910.250000 Penalty: 3622.702637
	Iteration 54Q: 3 clusters Score -3696910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62337 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -3696909.000000 Penalty: 3622.702637
	Iteration 55Q: 3 clusters Score -3696909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62339 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3696911.000000 Penalty: 3622.702637
	Iteration 56Q: 3 clusters Score -3696911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62342 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -3696909.500000 Penalty: 3622.702637
	Iteration 57Q: 3 clusters Score -3696910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62343 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -3696908.000000 Penalty: 3622.702637
	Iteration 58Q: 3 clusters Score -3696908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62347 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -3696909.250000 Penalty: 3622.702637
	Iteration 59Q: 3 clusters Score -3696909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62350 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -3696910.750000 Penalty: 3622.702637
	Iteration 60F: 3 clusters Score -3696911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62352 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -3696911.250000 Penalty: 3622.702637
	Iteration 61Q: 3 clusters Score -3696911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62354 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -3696909.500000 Penalty: 3622.702637
	Iteration 62Q: 3 clusters Score -3696910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62356 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -3696911.000000 Penalty: 3622.702637
	Iteration 63Q: 3 clusters Score -3696911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62359 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -3696909.500000 Penalty: 3622.702637
	Iteration 64Q: 3 clusters Score -3696910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62362 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -3696910.500000 Penalty: 3622.702637
	Iteration 65Q: 3 clusters Score -3696910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62364 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -3696911.000000 Penalty: 3622.702637
	Iteration 66Q: 3 clusters Score -3696911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62366 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -3696912.750000 Penalty: 3622.702637
	Iteration 67Q: 3 clusters Score -3696913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62367 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -3696911.750000 Penalty: 3622.702637
	Iteration 68Q: 3 clusters Score -3696912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62367 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -3696911.750000 Penalty: 3622.702637
	Iteration 69F: 3 clusters Score -3696912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87109 members 
Mstep: Class 2 contains 7383 members 
Mstep: Class 3 contains 7458 members 
Mstep: Class 4 contains 10439 members 
Mstep: Class 5 contains 62367 members 
Mstep: Class 6 contains 29906 members 
Mstep: Class 7 contains 32535 members 
Mstep: Class 8 contains 7574 members 
Mstep: Class 9 contains 10637 members 
Mstep: Class 10 contains 15427 members 
Mstep: Class 11 contains 9098 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 4628 members 
Mstep: Class 14 contains 7045 members 
Mstep: Class 15 contains 80592 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 14337 members 
Mstep: Class 18 contains 1107 members 
Mstep: Class 19 contains 107596 members 
Mstep: Class 20 contains 2021 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 188074 members 
Mstep: Class 23 contains 5327 members 
Mstep: Class 24 contains 1458 members 
Mstep: Class 25 contains 6973 members 
Entering Unmasked Estep 
Score: -35939428.000000 Penalty: 54738.777344
Splitting cluster 5 changes total score from -35938464.000000 to -35939428.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (29906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Entering Unmasked Estep 
Score: -1559783.000000 Penalty: 1674.694946
	Iteration 0F: 2 clusters Score -1559783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -1539789.625000 Penalty: 3349.389893
	Iteration 0F: 3 clusters Score -1539790 nChanged 13690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1547796.500000 Penalty: 3349.389893
	Iteration 1F: 3 clusters Score -1547796 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1549110.625000 Penalty: 3349.389893
	Iteration 2F: 3 clusters Score -1549111 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1551147.125000 Penalty: 3349.389893
	Iteration 3F: 3 clusters Score -1551147 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1553519.500000 Penalty: 3349.389893
	Iteration 4F: 3 clusters Score -1553520 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1555385.250000 Penalty: 3349.389893
	Iteration 5F: 3 clusters Score -1555385 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1556422.625000 Penalty: 3349.389893
	Iteration 6F: 3 clusters Score -1556423 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1556912.750000 Penalty: 3349.389893
	Iteration 7Q: 3 clusters Score -1556913 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1557209.500000 Penalty: 3349.389893
	Iteration 8Q: 3 clusters Score -1557210 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1557455.500000 Penalty: 3349.389893
	Iteration 9Q: 3 clusters Score -1557456 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1557695.750000 Penalty: 3349.389893
	Iteration 10Q: 3 clusters Score -1557696 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1557896.375000 Penalty: 3349.389893
	Iteration 11Q: 3 clusters Score -1557896 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1558077.625000 Penalty: 3349.389893
	Iteration 12Q: 3 clusters Score -1558078 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1558233.250000 Penalty: 3349.389893
	Iteration 13Q: 3 clusters Score -1558233 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1558362.375000 Penalty: 3349.389893
	Iteration 14Q: 3 clusters Score -1558362 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1558480.125000 Penalty: 3349.389893
	Iteration 15Q: 3 clusters Score -1558480 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1558586.375000 Penalty: 3349.389893
	Iteration 16Q: 3 clusters Score -1558586 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1558681.750000 Penalty: 3349.389893
	Iteration 17Q: 3 clusters Score -1558682 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1558744.125000 Penalty: 3349.389893
	Iteration 18Q: 3 clusters Score -1558744 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1558791.000000 Penalty: 3349.389893
	Iteration 19Q: 3 clusters Score -1558791 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1558815.250000 Penalty: 3349.389893
	Iteration 20F: 3 clusters Score -1558815 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1558836.375000 Penalty: 3349.389893
	Iteration 21Q: 3 clusters Score -1558836 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1558844.125000 Penalty: 3349.389893
	Iteration 22Q: 3 clusters Score -1558844 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1558857.375000 Penalty: 3349.389893
	Iteration 23Q: 3 clusters Score -1558857 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1558865.125000 Penalty: 3349.389893
	Iteration 24Q: 3 clusters Score -1558865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1558873.875000 Penalty: 3349.389893
	Iteration 25Q: 3 clusters Score -1558874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1558871.250000 Penalty: 3349.389893
	Iteration 26Q: 3 clusters Score -1558871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1558875.250000 Penalty: 3349.389893
	Iteration 27Q: 3 clusters Score -1558875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1558878.875000 Penalty: 3349.389893
	Iteration 28Q: 3 clusters Score -1558879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1558882.250000 Penalty: 3349.389893
	Iteration 29Q: 3 clusters Score -1558882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1558877.625000 Penalty: 3349.389893
	Iteration 30Q: 3 clusters Score -1558878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1558881.250000 Penalty: 3349.389893
	Iteration 31Q: 3 clusters Score -1558881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1558885.250000 Penalty: 3349.389893
	Iteration 32Q: 3 clusters Score -1558885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1558887.125000 Penalty: 3349.389893
	Iteration 33Q: 3 clusters Score -1558887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1558889.000000 Penalty: 3349.389893
	Iteration 34Q: 3 clusters Score -1558889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1558888.625000 Penalty: 3349.389893
	Iteration 35Q: 3 clusters Score -1558889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1558893.000000 Penalty: 3349.389893
	Iteration 36Q: 3 clusters Score -1558893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1558893.375000 Penalty: 3349.389893
	Iteration 37Q: 3 clusters Score -1558893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1558891.500000 Penalty: 3349.389893
	Iteration 38Q: 3 clusters Score -1558892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1558892.500000 Penalty: 3349.389893
	Iteration 39Q: 3 clusters Score -1558892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1558895.125000 Penalty: 3349.389893
	Iteration 40F: 3 clusters Score -1558895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Entering Unmasked Estep 
Score: -1674882.125000 Penalty: 1688.386719
	Iteration 0F: 2 clusters Score -1674882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1652926.750000 Penalty: 3376.773438
	Iteration 0F: 3 clusters Score -1652927 nChanged 15141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -1661468.625000 Penalty: 3376.773438
	Iteration 1F: 3 clusters Score -1661469 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -1661921.875000 Penalty: 3376.773438
	Iteration 2Q: 3 clusters Score -1661922 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1662358.625000 Penalty: 3376.773438
	Iteration 3Q: 3 clusters Score -1662359 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -1662794.000000 Penalty: 3376.773438
	Iteration 4Q: 3 clusters Score -1662794 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -1663292.000000 Penalty: 3376.773438
	Iteration 5Q: 3 clusters Score -1663292 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -1663846.625000 Penalty: 3376.773438
	Iteration 6Q: 3 clusters Score -1663847 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -1664498.375000 Penalty: 3376.773438
	Iteration 7Q: 3 clusters Score -1664498 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -1665277.625000 Penalty: 3376.773438
	Iteration 8Q: 3 clusters Score -1665278 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -1666307.875000 Penalty: 3376.773438
	Iteration 9F: 3 clusters Score -1666308 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -1667599.500000 Penalty: 3376.773438
	Iteration 10F: 3 clusters Score -1667600 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -1668846.375000 Penalty: 3376.773438
	Iteration 11F: 3 clusters Score -1668846 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -1669702.500000 Penalty: 3376.773438
	Iteration 12Q: 3 clusters Score -1669702 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -1670096.750000 Penalty: 3376.773438
	Iteration 13Q: 3 clusters Score -1670097 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -1670292.125000 Penalty: 3376.773438
	Iteration 14Q: 3 clusters Score -1670292 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -1670396.625000 Penalty: 3376.773438
	Iteration 15Q: 3 clusters Score -1670397 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -1670476.750000 Penalty: 3376.773438
	Iteration 16Q: 3 clusters Score -1670477 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -1670536.875000 Penalty: 3376.773438
	Iteration 17Q: 3 clusters Score -1670537 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -1670582.000000 Penalty: 3376.773438
	Iteration 18Q: 3 clusters Score -1670582 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -1670604.750000 Penalty: 3376.773438
	Iteration 19Q: 3 clusters Score -1670605 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -1670631.125000 Penalty: 3376.773438
	Iteration 20F: 3 clusters Score -1670631 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -1670651.625000 Penalty: 3376.773438
	Iteration 21Q: 3 clusters Score -1670652 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -1670658.000000 Penalty: 3376.773438
	Iteration 22Q: 3 clusters Score -1670658 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -1670681.750000 Penalty: 3376.773438
	Iteration 23Q: 3 clusters Score -1670682 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -1670691.000000 Penalty: 3376.773438
	Iteration 24Q: 3 clusters Score -1670691 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -1670697.125000 Penalty: 3376.773438
	Iteration 25Q: 3 clusters Score -1670697 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -1670696.500000 Penalty: 3376.773438
	Iteration 26Q: 3 clusters Score -1670696 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -1670701.500000 Penalty: 3376.773438
	Iteration 27Q: 3 clusters Score -1670702 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -1670713.000000 Penalty: 3376.773438
	Iteration 28Q: 3 clusters Score -1670713 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -1670722.625000 Penalty: 3376.773438
	Iteration 29Q: 3 clusters Score -1670723 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -1670732.250000 Penalty: 3376.773438
	Iteration 30Q: 3 clusters Score -1670732 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -1670742.250000 Penalty: 3376.773438
	Iteration 31Q: 3 clusters Score -1670742 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -1670748.125000 Penalty: 3376.773438
	Iteration 32Q: 3 clusters Score -1670748 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -1670752.750000 Penalty: 3376.773438
	Iteration 33Q: 3 clusters Score -1670753 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -1670763.625000 Penalty: 3376.773438
	Iteration 34Q: 3 clusters Score -1670764 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -1670772.375000 Penalty: 3376.773438
	Iteration 35Q: 3 clusters Score -1670772 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -1670778.000000 Penalty: 3376.773438
	Iteration 36Q: 3 clusters Score -1670778 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -1670789.750000 Penalty: 3376.773438
	Iteration 37Q: 3 clusters Score -1670790 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -1670811.000000 Penalty: 3376.773438
	Iteration 38Q: 3 clusters Score -1670811 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -1670813.250000 Penalty: 3376.773438
	Iteration 39Q: 3 clusters Score -1670813 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -1670825.125000 Penalty: 3376.773438
	Iteration 40F: 3 clusters Score -1670825 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -1670828.750000 Penalty: 3376.773438
	Iteration 41Q: 3 clusters Score -1670829 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -1670836.000000 Penalty: 3376.773438
	Iteration 42Q: 3 clusters Score -1670836 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -1670839.750000 Penalty: 3376.773438
	Iteration 43Q: 3 clusters Score -1670840 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -1670850.125000 Penalty: 3376.773438
	Iteration 44Q: 3 clusters Score -1670850 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -1670849.250000 Penalty: 3376.773438
	Iteration 45Q: 3 clusters Score -1670849 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -1670858.750000 Penalty: 3376.773438
	Iteration 46Q: 3 clusters Score -1670859 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -1670866.875000 Penalty: 3376.773438
	Iteration 47Q: 3 clusters Score -1670867 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -1670870.875000 Penalty: 3376.773438
	Iteration 48Q: 3 clusters Score -1670871 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -1670880.125000 Penalty: 3376.773438
	Iteration 49Q: 3 clusters Score -1670880 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -1670891.250000 Penalty: 3376.773438
	Iteration 50Q: 3 clusters Score -1670891 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -1670910.625000 Penalty: 3376.773438
	Iteration 51Q: 3 clusters Score -1670911 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -1670923.375000 Penalty: 3376.773438
	Iteration 52Q: 3 clusters Score -1670923 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -1670935.875000 Penalty: 3376.773438
	Iteration 53Q: 3 clusters Score -1670936 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -1670957.750000 Penalty: 3376.773438
	Iteration 54Q: 3 clusters Score -1670958 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -1670969.750000 Penalty: 3376.773438
	Iteration 55Q: 3 clusters Score -1670970 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -1670989.250000 Penalty: 3376.773438
	Iteration 56Q: 3 clusters Score -1670989 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -1671011.500000 Penalty: 3376.773438
	Iteration 57Q: 3 clusters Score -1671012 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -1671034.125000 Penalty: 3376.773438
	Iteration 58Q: 3 clusters Score -1671034 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -1671061.500000 Penalty: 3376.773438
	Iteration 59Q: 3 clusters Score -1671062 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -1671098.125000 Penalty: 3376.773438
	Iteration 60F: 3 clusters Score -1671098 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -1671121.250000 Penalty: 3376.773438
	Iteration 61Q: 3 clusters Score -1671121 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -1671159.000000 Penalty: 3376.773438
	Iteration 62Q: 3 clusters Score -1671159 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -1671194.875000 Penalty: 3376.773438
	Iteration 63Q: 3 clusters Score -1671195 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -1671213.000000 Penalty: 3376.773438
	Iteration 64Q: 3 clusters Score -1671213 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -1671254.750000 Penalty: 3376.773438
	Iteration 65Q: 3 clusters Score -1671255 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1671284 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1671308 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1671351 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -1671391.750000 Penalty: 3376.773438
	Iteration 69Q: 3 clusters Score -1671392 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -1671426.750000 Penalty: 3376.773438
	Iteration 70Q: 3 clusters Score -1671427 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1671459 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1671488 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -1671532.000000 Penalty: 3376.773438
	Iteration 73Q: 3 clusters Score -1671532 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1671567 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1671607 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1671651 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1671684 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -1671705.125000 Penalty: 3376.773438
	Iteration 78Q: 3 clusters Score -1671705 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -1671741.875000 Penalty: 3376.773438
	Iteration 79Q: 3 clusters Score -1671742 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -1671774.375000 Penalty: 3376.773438
	Iteration 80F: 3 clusters Score -1671774 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -1671811.375000 Penalty: 3376.773438
	Iteration 81Q: 3 clusters Score -1671811 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1671850 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1671899 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -1671937.250000 Penalty: 3376.773438
	Iteration 84Q: 3 clusters Score -1671937 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -1671990.125000 Penalty: 3376.773438
	Iteration 85Q: 3 clusters Score -1671990 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -1672053.125000 Penalty: 3376.773438
	Iteration 86Q: 3 clusters Score -1672053 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -1672128.750000 Penalty: 3376.773438
	Iteration 87Q: 3 clusters Score -1672129 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -1672191.625000 Penalty: 3376.773438
	Iteration 88Q: 3 clusters Score -1672192 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -1672254.750000 Penalty: 3376.773438
	Iteration 89Q: 3 clusters Score -1672255 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -1672326.000000 Penalty: 3376.773438
	Iteration 90Q: 3 clusters Score -1672326 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -1672399.875000 Penalty: 3376.773438
	Iteration 91Q: 3 clusters Score -1672400 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -1672487.750000 Penalty: 3376.773438
	Iteration 92Q: 3 clusters Score -1672488 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -1672588.875000 Penalty: 3376.773438
	Iteration 93Q: 3 clusters Score -1672589 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -1672690.250000 Penalty: 3376.773438
	Iteration 94Q: 3 clusters Score -1672690 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -1672790.000000 Penalty: 3376.773438
	Iteration 95Q: 3 clusters Score -1672790 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -1672874.125000 Penalty: 3376.773438
	Iteration 96Q: 3 clusters Score -1672874 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -1672964.000000 Penalty: 3376.773438
	Iteration 97Q: 3 clusters Score -1672964 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -1673067.125000 Penalty: 3376.773438
	Iteration 98Q: 3 clusters Score -1673067 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -1673157.875000 Penalty: 3376.773438
	Iteration 99Q: 3 clusters Score -1673158 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -1673240.500000 Penalty: 3376.773438
	Iteration 100F: 3 clusters Score -1673240 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -1673311.625000 Penalty: 3376.773438
	Iteration 101Q: 3 clusters Score -1673312 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -1673370.250000 Penalty: 3376.773438
	Iteration 102Q: 3 clusters Score -1673370 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -1673421.750000 Penalty: 3376.773438
	Iteration 103Q: 3 clusters Score -1673422 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -1673467.125000 Penalty: 3376.773438
	Iteration 104Q: 3 clusters Score -1673467 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -1673493.000000 Penalty: 3376.773438
	Iteration 105Q: 3 clusters Score -1673493 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -1673511.625000 Penalty: 3376.773438
	Iteration 106Q: 3 clusters Score -1673512 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -1673531.750000 Penalty: 3376.773438
	Iteration 107Q: 3 clusters Score -1673532 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -1673546.250000 Penalty: 3376.773438
	Iteration 108Q: 3 clusters Score -1673546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -1673557.250000 Penalty: 3376.773438
	Iteration 109Q: 3 clusters Score -1673557 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -1673572.875000 Penalty: 3376.773438
	Iteration 110Q: 3 clusters Score -1673573 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -1673584.625000 Penalty: 3376.773438
	Iteration 111Q: 3 clusters Score -1673585 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -1673598.750000 Penalty: 3376.773438
	Iteration 112Q: 3 clusters Score -1673599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -1673608.875000 Penalty: 3376.773438
	Iteration 113Q: 3 clusters Score -1673609 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -1673616.000000 Penalty: 3376.773438
	Iteration 114Q: 3 clusters Score -1673616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -1673625.875000 Penalty: 3376.773438
	Iteration 115Q: 3 clusters Score -1673626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -1673636.125000 Penalty: 3376.773438
	Iteration 116Q: 3 clusters Score -1673636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -1673642.375000 Penalty: 3376.773438
	Iteration 117Q: 3 clusters Score -1673642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -1673647.000000 Penalty: 3376.773438
	Iteration 118Q: 3 clusters Score -1673647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -1673652.000000 Penalty: 3376.773438
	Iteration 119Q: 3 clusters Score -1673652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -1673655.750000 Penalty: 3376.773438
	Iteration 120F: 3 clusters Score -1673656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -1673659.125000 Penalty: 3376.773438
	Iteration 121Q: 3 clusters Score -1673659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -1673659.625000 Penalty: 3376.773438
	Iteration 122Q: 3 clusters Score -1673660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -1673661.000000 Penalty: 3376.773438
	Iteration 123Q: 3 clusters Score -1673661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -1673668.875000 Penalty: 3376.773438
	Iteration 124Q: 3 clusters Score -1673669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -1673671.250000 Penalty: 3376.773438
	Iteration 125Q: 3 clusters Score -1673671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -1673675.000000 Penalty: 3376.773438
	Iteration 126Q: 3 clusters Score -1673675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -1673674.875000 Penalty: 3376.773438
	Iteration 127Q: 3 clusters Score -1673675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -1673677.250000 Penalty: 3376.773438
	Iteration 128Q: 3 clusters Score -1673677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -1673680.500000 Penalty: 3376.773438
	Iteration 129Q: 3 clusters Score -1673680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -1673683.250000 Penalty: 3376.773438
	Iteration 130Q: 3 clusters Score -1673683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -1673685.000000 Penalty: 3376.773438
	Iteration 131Q: 3 clusters Score -1673685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -1673689.000000 Penalty: 3376.773438
	Iteration 132Q: 3 clusters Score -1673689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -1673687.500000 Penalty: 3376.773438
	Iteration 133Q: 3 clusters Score -1673688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -1673687.000000 Penalty: 3376.773438
	Iteration 134Q: 3 clusters Score -1673687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -1673687.625000 Penalty: 3376.773438
	Iteration 135Q: 3 clusters Score -1673688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -1673688.875000 Penalty: 3376.773438
	Iteration 136Q: 3 clusters Score -1673689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -1673688.875000 Penalty: 3376.773438
	Iteration 137F: 3 clusters Score -1673689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Entering Unmasked Estep 
Score: -405603.218750 Penalty: 1451.527466
	Iteration 0F: 2 clusters Score -405603.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -399980.843750 Penalty: 2903.054932
	Iteration 0F: 3 clusters Score -399980.8 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -401622.500000 Penalty: 2903.054932
	Iteration 1F: 3 clusters Score -401622.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -401811.187500 Penalty: 2903.054932
	Iteration 2F: 3 clusters Score -401811.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -401928.812500 Penalty: 2903.054932
	Iteration 3Q: 3 clusters Score -401928.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -402021.562500 Penalty: 2903.054932
	Iteration 4Q: 3 clusters Score -402021.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -402089.062500 Penalty: 2903.054932
	Iteration 5Q: 3 clusters Score -402089.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -402144.843750 Penalty: 2903.054932
	Iteration 6Q: 3 clusters Score -402144.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -402190.375000 Penalty: 2903.054932
	Iteration 7Q: 3 clusters Score -402190.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -402231.687500 Penalty: 2903.054932
	Iteration 8Q: 3 clusters Score -402231.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -402268.343750 Penalty: 2903.054932
	Iteration 9Q: 3 clusters Score -402268.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -402300.000000 Penalty: 2903.054932
	Iteration 10Q: 3 clusters Score -402300 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -402321.906250 Penalty: 2903.054932
	Iteration 11Q: 3 clusters Score -402321.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -402345.250000 Penalty: 2903.054932
	Iteration 12Q: 3 clusters Score -402345.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -402375.343750 Penalty: 2903.054932
	Iteration 13Q: 3 clusters Score -402375.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -402411.437500 Penalty: 2903.054932
	Iteration 14Q: 3 clusters Score -402411.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -402445.656250 Penalty: 2903.054932
	Iteration 15Q: 3 clusters Score -402445.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -402481.437500 Penalty: 2903.054932
	Iteration 16Q: 3 clusters Score -402481.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -402517.000000 Penalty: 2903.054932
	Iteration 17Q: 3 clusters Score -402517 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -402551.187500 Penalty: 2903.054932
	Iteration 18Q: 3 clusters Score -402551.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -402587.531250 Penalty: 2903.054932
	Iteration 19Q: 3 clusters Score -402587.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -402624.687500 Penalty: 2903.054932
	Iteration 20F: 3 clusters Score -402624.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -402659.843750 Penalty: 2903.054932
	Iteration 21Q: 3 clusters Score -402659.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -402703.187500 Penalty: 2903.054932
	Iteration 22Q: 3 clusters Score -402703.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -402749.437500 Penalty: 2903.054932
	Iteration 23Q: 3 clusters Score -402749.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -402791.718750 Penalty: 2903.054932
	Iteration 24Q: 3 clusters Score -402791.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -402835.750000 Penalty: 2903.054932
	Iteration 25Q: 3 clusters Score -402835.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -402886.375000 Penalty: 2903.054932
	Iteration 26Q: 3 clusters Score -402886.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -402929.375000 Penalty: 2903.054932
	Iteration 27Q: 3 clusters Score -402929.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -402978.562500 Penalty: 2903.054932
	Iteration 28Q: 3 clusters Score -402978.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -403031.937500 Penalty: 2903.054932
	Iteration 29Q: 3 clusters Score -403031.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -403095.968750 Penalty: 2903.054932
	Iteration 30Q: 3 clusters Score -403096 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -403168.781250 Penalty: 2903.054932
	Iteration 31Q: 3 clusters Score -403168.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -403247.000000 Penalty: 2903.054932
	Iteration 32Q: 3 clusters Score -403247 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -403352.500000 Penalty: 2903.054932
	Iteration 33Q: 3 clusters Score -403352.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -403486.812500 Penalty: 2903.054932
	Iteration 34Q: 3 clusters Score -403486.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -403631.968750 Penalty: 2903.054932
	Iteration 35Q: 3 clusters Score -403632 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -403759.187500 Penalty: 2903.054932
	Iteration 36Q: 3 clusters Score -403759.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -403865.937500 Penalty: 2903.054932
	Iteration 37Q: 3 clusters Score -403865.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -403966.281250 Penalty: 2903.054932
	Iteration 38Q: 3 clusters Score -403966.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -404039.718750 Penalty: 2903.054932
	Iteration 39Q: 3 clusters Score -404039.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -404105.281250 Penalty: 2903.054932
	Iteration 40F: 3 clusters Score -404105.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -404155.343750 Penalty: 2903.054932
	Iteration 41Q: 3 clusters Score -404155.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -404195.718750 Penalty: 2903.054932
	Iteration 42Q: 3 clusters Score -404195.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -404219.531250 Penalty: 2903.054932
	Iteration 43Q: 3 clusters Score -404219.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -404233.906250 Penalty: 2903.054932
	Iteration 44Q: 3 clusters Score -404233.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -404246.718750 Penalty: 2903.054932
	Iteration 45Q: 3 clusters Score -404246.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -404255.062500 Penalty: 2903.054932
	Iteration 46Q: 3 clusters Score -404255.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -404259.187500 Penalty: 2903.054932
	Iteration 47Q: 3 clusters Score -404259.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -404263.250000 Penalty: 2903.054932
	Iteration 48Q: 3 clusters Score -404263.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -404270.187500 Penalty: 2903.054932
	Iteration 49Q: 3 clusters Score -404270.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -404273.656250 Penalty: 2903.054932
	Iteration 50Q: 3 clusters Score -404273.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -404277.687500 Penalty: 2903.054932
	Iteration 51Q: 3 clusters Score -404277.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -404278.343750 Penalty: 2903.054932
	Iteration 52Q: 3 clusters Score -404278.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -404278.875000 Penalty: 2903.054932
	Iteration 53Q: 3 clusters Score -404278.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -404284.500000 Penalty: 2903.054932
	Iteration 54Q: 3 clusters Score -404284.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -404291.875000 Penalty: 2903.054932
	Iteration 55Q: 3 clusters Score -404291.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -404300.468750 Penalty: 2903.054932
	Iteration 56Q: 3 clusters Score -404300.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -404306.718750 Penalty: 2903.054932
	Iteration 57Q: 3 clusters Score -404306.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -404308.031250 Penalty: 2903.054932
	Iteration 58Q: 3 clusters Score -404308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -404311.812500 Penalty: 2903.054932
	Iteration 59Q: 3 clusters Score -404311.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -404315.062500 Penalty: 2903.054932
	Iteration 60F: 3 clusters Score -404315.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -404318.843750 Penalty: 2903.054932
	Iteration 61Q: 3 clusters Score -404318.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -404322.031250 Penalty: 2903.054932
	Iteration 62Q: 3 clusters Score -404322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -404323.812500 Penalty: 2903.054932
	Iteration 63Q: 3 clusters Score -404323.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -404326.375000 Penalty: 2903.054932
	Iteration 64Q: 3 clusters Score -404326.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -404327.593750 Penalty: 2903.054932
	Iteration 65Q: 3 clusters Score -404327.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -404330.187500 Penalty: 2903.054932
	Iteration 66Q: 3 clusters Score -404330.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -404330.875000 Penalty: 2903.054932
	Iteration 67Q: 3 clusters Score -404330.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -404330.875000 Penalty: 2903.054932
	Iteration 68F: 3 clusters Score -404330.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Entering Unmasked Estep 
Score: -507865.218750 Penalty: 1506.715210
	Iteration 0F: 2 clusters Score -507865.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -500279.000000 Penalty: 3013.430420
	Iteration 0F: 3 clusters Score -500279 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -502776.343750 Penalty: 3013.430420
	Iteration 1F: 3 clusters Score -502776.3 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -503318.750000 Penalty: 3013.430420
	Iteration 2F: 3 clusters Score -503318.8 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -503909.031250 Penalty: 3013.430420
	Iteration 3F: 3 clusters Score -503909 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -504576.187500 Penalty: 3013.430420
	Iteration 4F: 3 clusters Score -504576.2 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -505213.093750 Penalty: 3013.430420
	Iteration 5F: 3 clusters Score -505213.1 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -505739.468750 Penalty: 3013.430420
	Iteration 6F: 3 clusters Score -505739.5 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -506107.500000 Penalty: 3013.430420
	Iteration 7F: 3 clusters Score -506107.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -506353.687500 Penalty: 3013.430420
	Iteration 8Q: 3 clusters Score -506353.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -506536.375000 Penalty: 3013.430420
	Iteration 9Q: 3 clusters Score -506536.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -506675.187500 Penalty: 3013.430420
	Iteration 10Q: 3 clusters Score -506675.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -506832.937500 Penalty: 3013.430420
	Iteration 11Q: 3 clusters Score -506832.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -507008.468750 Penalty: 3013.430420
	Iteration 12Q: 3 clusters Score -507008.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -507282.687500 Penalty: 3013.430420
	Iteration 13Q: 3 clusters Score -507282.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -507443.156250 Penalty: 3013.430420
	Iteration 14Q: 3 clusters Score -507443.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -507509.968750 Penalty: 3013.430420
	Iteration 15Q: 3 clusters Score -507510 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -507543.625000 Penalty: 3013.430420
	Iteration 16Q: 3 clusters Score -507543.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -507564.062500 Penalty: 3013.430420
	Iteration 17Q: 3 clusters Score -507564.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -507573.625000 Penalty: 3013.430420
	Iteration 18Q: 3 clusters Score -507573.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -507583.593750 Penalty: 3013.430420
	Iteration 19Q: 3 clusters Score -507583.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -507589.906250 Penalty: 3013.430420
	Iteration 20F: 3 clusters Score -507589.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -507593.437500 Penalty: 3013.430420
	Iteration 21Q: 3 clusters Score -507593.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -507594.968750 Penalty: 3013.430420
	Iteration 22Q: 3 clusters Score -507595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -507596.062500 Penalty: 3013.430420
	Iteration 23Q: 3 clusters Score -507596.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -507597.593750 Penalty: 3013.430420
	Iteration 24Q: 3 clusters Score -507597.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -507599.625000 Penalty: 3013.430420
	Iteration 25Q: 3 clusters Score -507599.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -507602.031250 Penalty: 3013.430420
	Iteration 26Q: 3 clusters Score -507602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -507603.312500 Penalty: 3013.430420
	Iteration 27Q: 3 clusters Score -507603.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -507605.312500 Penalty: 3013.430420
	Iteration 28Q: 3 clusters Score -507605.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -507607.125000 Penalty: 3013.430420
	Iteration 29Q: 3 clusters Score -507607.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -507607.250000 Penalty: 3013.430420
	Iteration 30Q: 3 clusters Score -507607.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -507608.250000 Penalty: 3013.430420
	Iteration 31Q: 3 clusters Score -507608.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -507608.437500 Penalty: 3013.430420
	Iteration 32Q: 3 clusters Score -507608.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -507608.468750 Penalty: 3013.430420
	Iteration 33Q: 3 clusters Score -507608.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -507608.468750 Penalty: 3013.430420
	Iteration 34F: 3 clusters Score -507608.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Entering Unmasked Estep 
Score: -837897.437500 Penalty: 1567.129517
	Iteration 0F: 2 clusters Score -837897.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -827202.437500 Penalty: 3134.259033
	Iteration 0F: 3 clusters Score -827202.4 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -830930.062500 Penalty: 3134.259033
	Iteration 1F: 3 clusters Score -830930.1 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -831211.000000 Penalty: 3134.259033
	Iteration 2F: 3 clusters Score -831211 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -831507.000000 Penalty: 3134.259033
	Iteration 3Q: 3 clusters Score -831507 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -831862.375000 Penalty: 3134.259033
	Iteration 4F: 3 clusters Score -831862.4 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -832310.625000 Penalty: 3134.259033
	Iteration 5F: 3 clusters Score -832310.6 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -832852.250000 Penalty: 3134.259033
	Iteration 6F: 3 clusters Score -832852.2 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -833496.500000 Penalty: 3134.259033
	Iteration 7F: 3 clusters Score -833496.5 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -834186.500000 Penalty: 3134.259033
	Iteration 8F: 3 clusters Score -834186.5 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -834873.000000 Penalty: 3134.259033
	Iteration 9F: 3 clusters Score -834873 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -835418.125000 Penalty: 3134.259033
	Iteration 10Q: 3 clusters Score -835418.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -835834.562500 Penalty: 3134.259033
	Iteration 11Q: 3 clusters Score -835834.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -836106.000000 Penalty: 3134.259033
	Iteration 12Q: 3 clusters Score -836106 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -836299.937500 Penalty: 3134.259033
	Iteration 13Q: 3 clusters Score -836299.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -836399.812500 Penalty: 3134.259033
	Iteration 14Q: 3 clusters Score -836399.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -836451.125000 Penalty: 3134.259033
	Iteration 15Q: 3 clusters Score -836451.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -836481.625000 Penalty: 3134.259033
	Iteration 16Q: 3 clusters Score -836481.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -836492.187500 Penalty: 3134.259033
	Iteration 17Q: 3 clusters Score -836492.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -836503.687500 Penalty: 3134.259033
	Iteration 18Q: 3 clusters Score -836503.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -836515.312500 Penalty: 3134.259033
	Iteration 19Q: 3 clusters Score -836515.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -836522.750000 Penalty: 3134.259033
	Iteration 20F: 3 clusters Score -836522.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -836532.750000 Penalty: 3134.259033
	Iteration 21Q: 3 clusters Score -836532.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -836533.937500 Penalty: 3134.259033
	Iteration 22Q: 3 clusters Score -836533.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -836535.875000 Penalty: 3134.259033
	Iteration 23Q: 3 clusters Score -836535.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -836536.187500 Penalty: 3134.259033
	Iteration 24Q: 3 clusters Score -836536.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -836538.250000 Penalty: 3134.259033
	Iteration 25Q: 3 clusters Score -836538.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -836543.250000 Penalty: 3134.259033
	Iteration 26Q: 3 clusters Score -836543.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -836546.250000 Penalty: 3134.259033
	Iteration 27Q: 3 clusters Score -836546.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -836551.812500 Penalty: 3134.259033
	Iteration 28Q: 3 clusters Score -836551.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -836555.000000 Penalty: 3134.259033
	Iteration 29Q: 3 clusters Score -836555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -836558.937500 Penalty: 3134.259033
	Iteration 30Q: 3 clusters Score -836558.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -836560.187500 Penalty: 3134.259033
	Iteration 31Q: 3 clusters Score -836560.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -836562.125000 Penalty: 3134.259033
	Iteration 32Q: 3 clusters Score -836562.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -836562.125000 Penalty: 3134.259033
	Iteration 33F: 3 clusters Score -836562.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Entering Unmasked Estep 
Score: -416665.125000 Penalty: 1481.319092
	Iteration 0F: 2 clusters Score -416665.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -410058.343750 Penalty: 2962.638184
	Iteration 0F: 3 clusters Score -410058.3 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -412193.875000 Penalty: 2962.638184
	Iteration 1F: 3 clusters Score -412193.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -412440.375000 Penalty: 2962.638184
	Iteration 2F: 3 clusters Score -412440.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -412613.531250 Penalty: 2962.638184
	Iteration 3Q: 3 clusters Score -412613.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -412773.375000 Penalty: 2962.638184
	Iteration 4Q: 3 clusters Score -412773.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -412912.375000 Penalty: 2962.638184
	Iteration 5Q: 3 clusters Score -412912.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -413045.968750 Penalty: 2962.638184
	Iteration 6Q: 3 clusters Score -413046 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -413159.687500 Penalty: 2962.638184
	Iteration 7Q: 3 clusters Score -413159.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -413257.531250 Penalty: 2962.638184
	Iteration 8Q: 3 clusters Score -413257.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -413385.093750 Penalty: 2962.638184
	Iteration 9Q: 3 clusters Score -413385.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -413508.375000 Penalty: 2962.638184
	Iteration 10Q: 3 clusters Score -413508.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -413647.156250 Penalty: 2962.638184
	Iteration 11Q: 3 clusters Score -413647.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -413799.187500 Penalty: 2962.638184
	Iteration 12Q: 3 clusters Score -413799.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -413963.687500 Penalty: 2962.638184
	Iteration 13Q: 3 clusters Score -413963.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -414105.187500 Penalty: 2962.638184
	Iteration 14Q: 3 clusters Score -414105.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -414242.781250 Penalty: 2962.638184
	Iteration 15Q: 3 clusters Score -414242.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -414382.156250 Penalty: 2962.638184
	Iteration 16Q: 3 clusters Score -414382.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -414523.437500 Penalty: 2962.638184
	Iteration 17Q: 3 clusters Score -414523.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -414651.156250 Penalty: 2962.638184
	Iteration 18Q: 3 clusters Score -414651.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -414754.718750 Penalty: 2962.638184
	Iteration 19Q: 3 clusters Score -414754.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -414829.625000 Penalty: 2962.638184
	Iteration 20F: 3 clusters Score -414829.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -414878.343750 Penalty: 2962.638184
	Iteration 21Q: 3 clusters Score -414878.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -414903.875000 Penalty: 2962.638184
	Iteration 22Q: 3 clusters Score -414903.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -414921.375000 Penalty: 2962.638184
	Iteration 23Q: 3 clusters Score -414921.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -414939.812500 Penalty: 2962.638184
	Iteration 24Q: 3 clusters Score -414939.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -414950.656250 Penalty: 2962.638184
	Iteration 25Q: 3 clusters Score -414950.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -414960.187500 Penalty: 2962.638184
	Iteration 26Q: 3 clusters Score -414960.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -414970.281250 Penalty: 2962.638184
	Iteration 27Q: 3 clusters Score -414970.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -414980.156250 Penalty: 2962.638184
	Iteration 28Q: 3 clusters Score -414980.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -414989.125000 Penalty: 2962.638184
	Iteration 29Q: 3 clusters Score -414989.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -414999.437500 Penalty: 2962.638184
	Iteration 30Q: 3 clusters Score -414999.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -415007.781250 Penalty: 2962.638184
	Iteration 31Q: 3 clusters Score -415007.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -415015.250000 Penalty: 2962.638184
	Iteration 32Q: 3 clusters Score -415015.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -415021.250000 Penalty: 2962.638184
	Iteration 33Q: 3 clusters Score -415021.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -415027.531250 Penalty: 2962.638184
	Iteration 34Q: 3 clusters Score -415027.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -415033.062500 Penalty: 2962.638184
	Iteration 35Q: 3 clusters Score -415033.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -415038.125000 Penalty: 2962.638184
	Iteration 36Q: 3 clusters Score -415038.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -415041.468750 Penalty: 2962.638184
	Iteration 37Q: 3 clusters Score -415041.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -415043.687500 Penalty: 2962.638184
	Iteration 38Q: 3 clusters Score -415043.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -415047.562500 Penalty: 2962.638184
	Iteration 39Q: 3 clusters Score -415047.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -415054.156250 Penalty: 2962.638184
	Iteration 40F: 3 clusters Score -415054.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -415060.031250 Penalty: 2962.638184
	Iteration 41Q: 3 clusters Score -415060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -415063.218750 Penalty: 2962.638184
	Iteration 42Q: 3 clusters Score -415063.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -415070.375000 Penalty: 2962.638184
	Iteration 43Q: 3 clusters Score -415070.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -415082.187500 Penalty: 2962.638184
	Iteration 44Q: 3 clusters Score -415082.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -415088.375000 Penalty: 2962.638184
	Iteration 45Q: 3 clusters Score -415088.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -415092.656250 Penalty: 2962.638184
	Iteration 46Q: 3 clusters Score -415092.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -415098.500000 Penalty: 2962.638184
	Iteration 47Q: 3 clusters Score -415098.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -415105.031250 Penalty: 2962.638184
	Iteration 48Q: 3 clusters Score -415105 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -415112.562500 Penalty: 2962.638184
	Iteration 49Q: 3 clusters Score -415112.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -415123.250000 Penalty: 2962.638184
	Iteration 50Q: 3 clusters Score -415123.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -415126.468750 Penalty: 2962.638184
	Iteration 51Q: 3 clusters Score -415126.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -415128.625000 Penalty: 2962.638184
	Iteration 52Q: 3 clusters Score -415128.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -415133.250000 Penalty: 2962.638184
	Iteration 53Q: 3 clusters Score -415133.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -415134.843750 Penalty: 2962.638184
	Iteration 54Q: 3 clusters Score -415134.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -415136.375000 Penalty: 2962.638184
	Iteration 55Q: 3 clusters Score -415136.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -415138.343750 Penalty: 2962.638184
	Iteration 56Q: 3 clusters Score -415138.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -415141.187500 Penalty: 2962.638184
	Iteration 57Q: 3 clusters Score -415141.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -415141.875000 Penalty: 2962.638184
	Iteration 58Q: 3 clusters Score -415141.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -415142.031250 Penalty: 2962.638184
	Iteration 59Q: 3 clusters Score -415142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -415144.218750 Penalty: 2962.638184
	Iteration 60F: 3 clusters Score -415144.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -415146.000000 Penalty: 2962.638184
	Iteration 61Q: 3 clusters Score -415146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -415147.718750 Penalty: 2962.638184
	Iteration 62Q: 3 clusters Score -415147.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -415148.531250 Penalty: 2962.638184
	Iteration 63Q: 3 clusters Score -415148.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -415151.687500 Penalty: 2962.638184
	Iteration 64Q: 3 clusters Score -415151.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -415152.531250 Penalty: 2962.638184
	Iteration 65Q: 3 clusters Score -415152.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -415154.531250 Penalty: 2962.638184
	Iteration 66Q: 3 clusters Score -415154.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -415154.750000 Penalty: 2962.638184
	Iteration 67Q: 3 clusters Score -415154.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -415156.312500 Penalty: 2962.638184
	Iteration 68Q: 3 clusters Score -415156.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -415156.375000 Penalty: 2962.638184
	Iteration 69Q: 3 clusters Score -415156.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -415159.531250 Penalty: 2962.638184
	Iteration 70Q: 3 clusters Score -415159.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -415160.906250 Penalty: 2962.638184
	Iteration 71Q: 3 clusters Score -415160.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -415161.781250 Penalty: 2962.638184
	Iteration 72Q: 3 clusters Score -415161.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -415163.093750 Penalty: 2962.638184
	Iteration 73Q: 3 clusters Score -415163.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -415163.750000 Penalty: 2962.638184
	Iteration 74Q: 3 clusters Score -415163.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -415164.625000 Penalty: 2962.638184
	Iteration 75Q: 3 clusters Score -415164.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -415165.218750 Penalty: 2962.638184
	Iteration 76Q: 3 clusters Score -415165.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -415164.218750 Penalty: 2962.638184
	Iteration 77Q: 3 clusters Score -415164.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -415165.718750 Penalty: 2962.638184
	Iteration 78Q: 3 clusters Score -415165.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -415167.343750 Penalty: 2962.638184
	Iteration 79Q: 3 clusters Score -415167.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -415165.687500 Penalty: 2962.638184
	Iteration 80F: 3 clusters Score -415165.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -415166.906250 Penalty: 2962.638184
	Iteration 81Q: 3 clusters Score -415166.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -415167.593750 Penalty: 2962.638184
	Iteration 82Q: 3 clusters Score -415167.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -415167.593750 Penalty: 2962.638184
	Iteration 83F: 3 clusters Score -415167.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Entering Unmasked Estep 
Score: -81772.453125 Penalty: 1219.731812
	Iteration 0F: 2 clusters Score -81772.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -79806.812500 Penalty: 2439.463623
	Iteration 0F: 3 clusters Score -79806.81 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -80464.226562 Penalty: 2439.463623
	Iteration 1F: 3 clusters Score -80464.23 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -80888.312500 Penalty: 2439.463623
	Iteration 2F: 3 clusters Score -80888.31 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -81179.921875 Penalty: 2439.463623
	Iteration 3F: 3 clusters Score -81179.92 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -81412.828125 Penalty: 2439.463623
	Iteration 4F: 3 clusters Score -81412.83 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -81556.328125 Penalty: 2439.463623
	Iteration 5F: 3 clusters Score -81556.33 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -81658.773438 Penalty: 2439.463623
	Iteration 6Q: 3 clusters Score -81658.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -81713.195312 Penalty: 2439.463623
	Iteration 7Q: 3 clusters Score -81713.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -81754.789062 Penalty: 2439.463623
	Iteration 8Q: 3 clusters Score -81754.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -81770.273438 Penalty: 2439.463623
	Iteration 9Q: 3 clusters Score -81770.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -81777.875000 Penalty: 2439.463623
	Iteration 10Q: 3 clusters Score -81777.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -81783.039062 Penalty: 2439.463623
	Iteration 11Q: 3 clusters Score -81783.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -81785.585938 Penalty: 2439.463623
	Iteration 12Q: 3 clusters Score -81785.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -81788.601562 Penalty: 2439.463623
	Iteration 13Q: 3 clusters Score -81788.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -81789.164062 Penalty: 2439.463623
	Iteration 14Q: 3 clusters Score -81789.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -81789.828125 Penalty: 2439.463623
	Iteration 15Q: 3 clusters Score -81789.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -81789.828125 Penalty: 2439.463623
	Iteration 16F: 3 clusters Score -81789.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87109 members 
Mstep: Class 2 contains 7383 members 
Mstep: Class 3 contains 7458 members 
Mstep: Class 4 contains 10439 members 
Mstep: Class 5 contains 62367 members 
Mstep: Class 6 contains 29906 members 
Mstep: Class 7 contains 32535 members 
Mstep: Class 8 contains 7574 members 
Mstep: Class 9 contains 10637 members 
Mstep: Class 10 contains 15427 members 
Mstep: Class 11 contains 9098 members 
Mstep: Class 12 contains 1231 members 
Mstep: Class 13 contains 4628 members 
Mstep: Class 14 contains 7045 members 
Mstep: Class 15 contains 80592 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 14337 members 
Mstep: Class 18 contains 1107 members 
Mstep: Class 19 contains 107596 members 
Mstep: Class 20 contains 2021 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 188074 members 
Mstep: Class 23 contains 5327 members 
Mstep: Class 24 contains 1458 members 
Mstep: Class 25 contains 6973 members 
Mstep: Class 26 contains 588 members 
Entering Unmasked Estep 
Score: -35938472.000000 Penalty: 56928.328125
Splitting cluster 12 changes total score from -35938464.000000 to -35938472.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (4628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Entering Unmasked Estep 
Score: -249457.781250 Penalty: 1371.480591
	Iteration 0F: 2 clusters Score -249457.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -245772.562500 Penalty: 2742.961182
	Iteration 0F: 3 clusters Score -245772.6 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -246795.453125 Penalty: 2742.961182
	Iteration 1F: 3 clusters Score -246795.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -246948.968750 Penalty: 2742.961182
	Iteration 2F: 3 clusters Score -246949 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -247065.296875 Penalty: 2742.961182
	Iteration 3F: 3 clusters Score -247065.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -247149.500000 Penalty: 2742.961182
	Iteration 4Q: 3 clusters Score -247149.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -247207.453125 Penalty: 2742.961182
	Iteration 5Q: 3 clusters Score -247207.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -247255.234375 Penalty: 2742.961182
	Iteration 6Q: 3 clusters Score -247255.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -247293.062500 Penalty: 2742.961182
	Iteration 7Q: 3 clusters Score -247293.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -247329.093750 Penalty: 2742.961182
	Iteration 8Q: 3 clusters Score -247329.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -247363.687500 Penalty: 2742.961182
	Iteration 9Q: 3 clusters Score -247363.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -247400.000000 Penalty: 2742.961182
	Iteration 10Q: 3 clusters Score -247400 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -247429.765625 Penalty: 2742.961182
	Iteration 11Q: 3 clusters Score -247429.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -247460.156250 Penalty: 2742.961182
	Iteration 12Q: 3 clusters Score -247460.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -247492.937500 Penalty: 2742.961182
	Iteration 13Q: 3 clusters Score -247492.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -247526.546875 Penalty: 2742.961182
	Iteration 14Q: 3 clusters Score -247526.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -247568.062500 Penalty: 2742.961182
	Iteration 15Q: 3 clusters Score -247568.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -247607.703125 Penalty: 2742.961182
	Iteration 16Q: 3 clusters Score -247607.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -247638.343750 Penalty: 2742.961182
	Iteration 17Q: 3 clusters Score -247638.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -247663.421875 Penalty: 2742.961182
	Iteration 18Q: 3 clusters Score -247663.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -247692.187500 Penalty: 2742.961182
	Iteration 19Q: 3 clusters Score -247692.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -247724.171875 Penalty: 2742.961182
	Iteration 20F: 3 clusters Score -247724.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -247756.593750 Penalty: 2742.961182
	Iteration 21Q: 3 clusters Score -247756.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -247789.218750 Penalty: 2742.961182
	Iteration 22Q: 3 clusters Score -247789.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -247825.921875 Penalty: 2742.961182
	Iteration 23Q: 3 clusters Score -247825.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -247858.656250 Penalty: 2742.961182
	Iteration 24Q: 3 clusters Score -247858.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -247893.078125 Penalty: 2742.961182
	Iteration 25Q: 3 clusters Score -247893.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -247933.890625 Penalty: 2742.961182
	Iteration 26Q: 3 clusters Score -247933.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -247979.500000 Penalty: 2742.961182
	Iteration 27Q: 3 clusters Score -247979.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -248019.890625 Penalty: 2742.961182
	Iteration 28Q: 3 clusters Score -248019.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -248051.109375 Penalty: 2742.961182
	Iteration 29Q: 3 clusters Score -248051.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -248081.593750 Penalty: 2742.961182
	Iteration 30Q: 3 clusters Score -248081.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -248101.453125 Penalty: 2742.961182
	Iteration 31Q: 3 clusters Score -248101.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -248115.562500 Penalty: 2742.961182
	Iteration 32Q: 3 clusters Score -248115.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -248128.968750 Penalty: 2742.961182
	Iteration 33Q: 3 clusters Score -248129 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -248142.609375 Penalty: 2742.961182
	Iteration 34Q: 3 clusters Score -248142.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -248153.828125 Penalty: 2742.961182
	Iteration 35Q: 3 clusters Score -248153.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -248167.828125 Penalty: 2742.961182
	Iteration 36Q: 3 clusters Score -248167.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -248186.078125 Penalty: 2742.961182
	Iteration 37Q: 3 clusters Score -248186.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -248210.125000 Penalty: 2742.961182
	Iteration 38Q: 3 clusters Score -248210.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -248235.296875 Penalty: 2742.961182
	Iteration 39Q: 3 clusters Score -248235.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -248264.828125 Penalty: 2742.961182
	Iteration 40F: 3 clusters Score -248264.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -248284.671875 Penalty: 2742.961182
	Iteration 41Q: 3 clusters Score -248284.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -248297.406250 Penalty: 2742.961182
	Iteration 42Q: 3 clusters Score -248297.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -248307.375000 Penalty: 2742.961182
	Iteration 43Q: 3 clusters Score -248307.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -248315.140625 Penalty: 2742.961182
	Iteration 44Q: 3 clusters Score -248315.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -248324.218750 Penalty: 2742.961182
	Iteration 45Q: 3 clusters Score -248324.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -248330.984375 Penalty: 2742.961182
	Iteration 46Q: 3 clusters Score -248331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -248335.828125 Penalty: 2742.961182
	Iteration 47Q: 3 clusters Score -248335.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -248338.812500 Penalty: 2742.961182
	Iteration 48Q: 3 clusters Score -248338.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -248339.781250 Penalty: 2742.961182
	Iteration 49Q: 3 clusters Score -248339.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -248340.421875 Penalty: 2742.961182
	Iteration 50Q: 3 clusters Score -248340.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -248340.656250 Penalty: 2742.961182
	Iteration 51Q: 3 clusters Score -248340.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -248341.406250 Penalty: 2742.961182
	Iteration 52Q: 3 clusters Score -248341.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -248341.687500 Penalty: 2742.961182
	Iteration 53Q: 3 clusters Score -248341.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -248342.875000 Penalty: 2742.961182
	Iteration 54Q: 3 clusters Score -248342.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -248343.921875 Penalty: 2742.961182
	Iteration 55Q: 3 clusters Score -248343.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -248344.906250 Penalty: 2742.961182
	Iteration 56Q: 3 clusters Score -248344.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -248345.328125 Penalty: 2742.961182
	Iteration 57Q: 3 clusters Score -248345.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -248345.562500 Penalty: 2742.961182
	Iteration 58Q: 3 clusters Score -248345.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -248345.562500 Penalty: 2742.961182
	Iteration 59F: 3 clusters Score -248345.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Entering Unmasked Estep 
Score: -309451.562500 Penalty: 1439.761841
	Iteration 0F: 2 clusters Score -309451.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -304199.875000 Penalty: 2879.523682
	Iteration 0F: 3 clusters Score -304199.9 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -305760.781250 Penalty: 2879.523682
	Iteration 1F: 3 clusters Score -305760.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -306027.656250 Penalty: 2879.523682
	Iteration 2F: 3 clusters Score -306027.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -306276.906250 Penalty: 2879.523682
	Iteration 3F: 3 clusters Score -306276.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -306543.625000 Penalty: 2879.523682
	Iteration 4F: 3 clusters Score -306543.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -306808.656250 Penalty: 2879.523682
	Iteration 5F: 3 clusters Score -306808.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -307056.593750 Penalty: 2879.523682
	Iteration 6F: 3 clusters Score -307056.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -307295.968750 Penalty: 2879.523682
	Iteration 7Q: 3 clusters Score -307296 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -307474.187500 Penalty: 2879.523682
	Iteration 8Q: 3 clusters Score -307474.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -307615.687500 Penalty: 2879.523682
	Iteration 9Q: 3 clusters Score -307615.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -307710.375000 Penalty: 2879.523682
	Iteration 10Q: 3 clusters Score -307710.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -307786.843750 Penalty: 2879.523682
	Iteration 11Q: 3 clusters Score -307786.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -307852.125000 Penalty: 2879.523682
	Iteration 12Q: 3 clusters Score -307852.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -307896.812500 Penalty: 2879.523682
	Iteration 13Q: 3 clusters Score -307896.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -307933.500000 Penalty: 2879.523682
	Iteration 14Q: 3 clusters Score -307933.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -307964.937500 Penalty: 2879.523682
	Iteration 15Q: 3 clusters Score -307964.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -307996.875000 Penalty: 2879.523682
	Iteration 16Q: 3 clusters Score -307996.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -308014.843750 Penalty: 2879.523682
	Iteration 17Q: 3 clusters Score -308014.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -308030.156250 Penalty: 2879.523682
	Iteration 18Q: 3 clusters Score -308030.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -308048.062500 Penalty: 2879.523682
	Iteration 19Q: 3 clusters Score -308048.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -308066.531250 Penalty: 2879.523682
	Iteration 20F: 3 clusters Score -308066.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -308082.281250 Penalty: 2879.523682
	Iteration 21Q: 3 clusters Score -308082.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -308097.406250 Penalty: 2879.523682
	Iteration 22Q: 3 clusters Score -308097.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -308112.156250 Penalty: 2879.523682
	Iteration 23Q: 3 clusters Score -308112.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -308121.062500 Penalty: 2879.523682
	Iteration 24Q: 3 clusters Score -308121.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -308128.531250 Penalty: 2879.523682
	Iteration 25Q: 3 clusters Score -308128.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -308137.843750 Penalty: 2879.523682
	Iteration 26Q: 3 clusters Score -308137.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -308153.093750 Penalty: 2879.523682
	Iteration 27Q: 3 clusters Score -308153.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -308161.906250 Penalty: 2879.523682
	Iteration 28Q: 3 clusters Score -308161.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -308173.937500 Penalty: 2879.523682
	Iteration 29Q: 3 clusters Score -308173.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -308184.000000 Penalty: 2879.523682
	Iteration 30Q: 3 clusters Score -308184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -308191.812500 Penalty: 2879.523682
	Iteration 31Q: 3 clusters Score -308191.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -308197.156250 Penalty: 2879.523682
	Iteration 32Q: 3 clusters Score -308197.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -308201.531250 Penalty: 2879.523682
	Iteration 33Q: 3 clusters Score -308201.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -308206.250000 Penalty: 2879.523682
	Iteration 34Q: 3 clusters Score -308206.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -308211.375000 Penalty: 2879.523682
	Iteration 35Q: 3 clusters Score -308211.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -308214.562500 Penalty: 2879.523682
	Iteration 36Q: 3 clusters Score -308214.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -308216.781250 Penalty: 2879.523682
	Iteration 37Q: 3 clusters Score -308216.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -308219.250000 Penalty: 2879.523682
	Iteration 38Q: 3 clusters Score -308219.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -308223.375000 Penalty: 2879.523682
	Iteration 39Q: 3 clusters Score -308223.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -308228.937500 Penalty: 2879.523682
	Iteration 40F: 3 clusters Score -308228.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -308237.968750 Penalty: 2879.523682
	Iteration 41Q: 3 clusters Score -308238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -308251.062500 Penalty: 2879.523682
	Iteration 42Q: 3 clusters Score -308251.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -308262.218750 Penalty: 2879.523682
	Iteration 43Q: 3 clusters Score -308262.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -308269.312500 Penalty: 2879.523682
	Iteration 44Q: 3 clusters Score -308269.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -308274.781250 Penalty: 2879.523682
	Iteration 45Q: 3 clusters Score -308274.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -308281.937500 Penalty: 2879.523682
	Iteration 46Q: 3 clusters Score -308281.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -308288.625000 Penalty: 2879.523682
	Iteration 47Q: 3 clusters Score -308288.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -308294.343750 Penalty: 2879.523682
	Iteration 48Q: 3 clusters Score -308294.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -308302.656250 Penalty: 2879.523682
	Iteration 49Q: 3 clusters Score -308302.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -308308.781250 Penalty: 2879.523682
	Iteration 50Q: 3 clusters Score -308308.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -308315.843750 Penalty: 2879.523682
	Iteration 51Q: 3 clusters Score -308315.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -308322.968750 Penalty: 2879.523682
	Iteration 52Q: 3 clusters Score -308323 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -308328.406250 Penalty: 2879.523682
	Iteration 53Q: 3 clusters Score -308328.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -308333.343750 Penalty: 2879.523682
	Iteration 54Q: 3 clusters Score -308333.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -308337.750000 Penalty: 2879.523682
	Iteration 55Q: 3 clusters Score -308337.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -308340.593750 Penalty: 2879.523682
	Iteration 56Q: 3 clusters Score -308340.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -308341.031250 Penalty: 2879.523682
	Iteration 57Q: 3 clusters Score -308341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -308343.937500 Penalty: 2879.523682
	Iteration 58Q: 3 clusters Score -308343.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -308344.875000 Penalty: 2879.523682
	Iteration 59Q: 3 clusters Score -308344.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -308345.562500 Penalty: 2879.523682
	Iteration 60F: 3 clusters Score -308345.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -308346.343750 Penalty: 2879.523682
	Iteration 61Q: 3 clusters Score -308346.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -308347.062500 Penalty: 2879.523682
	Iteration 62Q: 3 clusters Score -308347.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -308349.062500 Penalty: 2879.523682
	Iteration 63Q: 3 clusters Score -308349.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -308349.406250 Penalty: 2879.523682
	Iteration 64Q: 3 clusters Score -308349.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -308349.812500 Penalty: 2879.523682
	Iteration 65Q: 3 clusters Score -308349.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -308350.593750 Penalty: 2879.523682
	Iteration 66Q: 3 clusters Score -308350.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -308351.062500 Penalty: 2879.523682
	Iteration 67Q: 3 clusters Score -308351.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -308351.718750 Penalty: 2879.523682
	Iteration 68Q: 3 clusters Score -308351.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -308351.781250 Penalty: 2879.523682
	Iteration 69Q: 3 clusters Score -308351.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -308351.781250 Penalty: 2879.523682
	Iteration 70Q: 3 clusters Score -308351.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -308352.156250 Penalty: 2879.523682
	Iteration 71Q: 3 clusters Score -308352.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -308353.656250 Penalty: 2879.523682
	Iteration 72Q: 3 clusters Score -308353.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -308353.843750 Penalty: 2879.523682
	Iteration 73Q: 3 clusters Score -308353.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -308354.281250 Penalty: 2879.523682
	Iteration 74Q: 3 clusters Score -308354.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -308354.281250 Penalty: 2879.523682
	Iteration 75F: 3 clusters Score -308354.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (80592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80592 members 
Entering Unmasked Estep 
Score: -4306156.500000 Penalty: 1835.787598
	Iteration 0F: 2 clusters Score -4306156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -4252558.500000 Penalty: 3671.575195
	Iteration 0F: 3 clusters Score -4252558 nChanged 38284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -4274341.500000 Penalty: 3671.575195
	Iteration 1F: 3 clusters Score -4274342 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -4275116.500000 Penalty: 3671.575195
	Iteration 2Q: 3 clusters Score -4275116 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -4276265.000000 Penalty: 3671.575195
	Iteration 3Q: 3 clusters Score -4276265 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -4278184.000000 Penalty: 3671.575195
	Iteration 4Q: 3 clusters Score -4278184 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -4281231.000000 Penalty: 3671.575195
	Iteration 5F: 3 clusters Score -4281231 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 56345 members 
Entering Unmasked Estep 
Score: -4285514.000000 Penalty: 3671.575195
	Iteration 6F: 3 clusters Score -4285514 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 61492 members 
Entering Unmasked Estep 
Score: -4290617.000000 Penalty: 3671.575195
	Iteration 7F: 3 clusters Score -4290617 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 65987 members 
Entering Unmasked Estep 
Score: -4295277.000000 Penalty: 3671.575195
	Iteration 8F: 3 clusters Score -4295277 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 69150 members 
Entering Unmasked Estep 
Score: -4298396.500000 Penalty: 3671.575195
	Iteration 9Q: 3 clusters Score -4298396 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 71348 members 
Entering Unmasked Estep 
Score: -4300536.500000 Penalty: 3671.575195
	Iteration 10Q: 3 clusters Score -4300536 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 72865 members 
Entering Unmasked Estep 
Score: -4301945.500000 Penalty: 3671.575195
	Iteration 11Q: 3 clusters Score -4301946 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 73904 members 
Entering Unmasked Estep 
Score: -4302911.000000 Penalty: 3671.575195
	Iteration 12Q: 3 clusters Score -4302911 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 74655 members 
Entering Unmasked Estep 
Score: -4303597.000000 Penalty: 3671.575195
	Iteration 13Q: 3 clusters Score -4303597 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 75214 members 
Entering Unmasked Estep 
Score: -4304099.000000 Penalty: 3671.575195
	Iteration 14Q: 3 clusters Score -4304099 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 75663 members 
Entering Unmasked Estep 
Score: -4304529.500000 Penalty: 3671.575195
	Iteration 15Q: 3 clusters Score -4304530 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 76010 members 
Entering Unmasked Estep 
Score: -4304861.500000 Penalty: 3671.575195
	Iteration 16Q: 3 clusters Score -4304862 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 76268 members 
Entering Unmasked Estep 
Score: -4305079.500000 Penalty: 3671.575195
	Iteration 17Q: 3 clusters Score -4305080 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 76477 members 
Entering Unmasked Estep 
Score: -4305268.500000 Penalty: 3671.575195
	Iteration 18Q: 3 clusters Score -4305268 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 76636 members 
Entering Unmasked Estep 
Score: -4305382.500000 Penalty: 3671.575195
	Iteration 19Q: 3 clusters Score -4305382 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 76769 members 
Entering Unmasked Estep 
Score: -4305468.000000 Penalty: 3671.575195
	Iteration 20F: 3 clusters Score -4305468 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 76886 members 
Entering Unmasked Estep 
Score: -4305538.000000 Penalty: 3671.575195
	Iteration 21Q: 3 clusters Score -4305538 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 77000 members 
Entering Unmasked Estep 
Score: -4305612.000000 Penalty: 3671.575195
	Iteration 22Q: 3 clusters Score -4305612 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 77099 members 
Entering Unmasked Estep 
Score: -4305661.500000 Penalty: 3671.575195
	Iteration 23Q: 3 clusters Score -4305662 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 77186 members 
Entering Unmasked Estep 
Score: -4305709.000000 Penalty: 3671.575195
	Iteration 24Q: 3 clusters Score -4305709 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 77262 members 
Entering Unmasked Estep 
Score: -4305738.500000 Penalty: 3671.575195
	Iteration 25Q: 3 clusters Score -4305738 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 77324 members 
Entering Unmasked Estep 
Score: -4305770.000000 Penalty: 3671.575195
	Iteration 26Q: 3 clusters Score -4305770 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 77370 members 
Entering Unmasked Estep 
Score: -4305793.000000 Penalty: 3671.575195
	Iteration 27Q: 3 clusters Score -4305793 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 77415 members 
Entering Unmasked Estep 
Score: -4305813.500000 Penalty: 3671.575195
	Iteration 28Q: 3 clusters Score -4305814 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 77457 members 
Entering Unmasked Estep 
Score: -4305821.500000 Penalty: 3671.575195
	Iteration 29Q: 3 clusters Score -4305822 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 77494 members 
Entering Unmasked Estep 
Score: -4305848.500000 Penalty: 3671.575195
	Iteration 30Q: 3 clusters Score -4305848 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 77529 members 
Entering Unmasked Estep 
Score: -4305833.500000 Penalty: 3671.575195
	Iteration 31Q: 3 clusters Score -4305834 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 77566 members 
Entering Unmasked Estep 
Score: -4305857.000000 Penalty: 3671.575195
	Iteration 32Q: 3 clusters Score -4305857 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 77598 members 
Entering Unmasked Estep 
Score: -4305865.000000 Penalty: 3671.575195
	Iteration 33Q: 3 clusters Score -4305865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 77613 members 
Entering Unmasked Estep 
Score: -4305877.000000 Penalty: 3671.575195
	Iteration 34Q: 3 clusters Score -4305877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 77625 members 
Entering Unmasked Estep 
Score: -4305880.000000 Penalty: 3671.575195
	Iteration 35Q: 3 clusters Score -4305880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 77641 members 
Entering Unmasked Estep 
Score: -4305899.000000 Penalty: 3671.575195
	Iteration 36Q: 3 clusters Score -4305899 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 77658 members 
Entering Unmasked Estep 
Score: -4305901.500000 Penalty: 3671.575195
	Iteration 37Q: 3 clusters Score -4305902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 77678 members 
Entering Unmasked Estep 
Score: -4305900.000000 Penalty: 3671.575195
	Iteration 38Q: 3 clusters Score -4305900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 77694 members 
Entering Unmasked Estep 
Score: -4305907.000000 Penalty: 3671.575195
	Iteration 39Q: 3 clusters Score -4305907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 77704 members 
Entering Unmasked Estep 
Score: -4305914.000000 Penalty: 3671.575195
	Iteration 40F: 3 clusters Score -4305914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 77710 members 
Entering Unmasked Estep 
Score: -4305913.000000 Penalty: 3671.575195
	Iteration 41Q: 3 clusters Score -4305913 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 77719 members 
Entering Unmasked Estep 
Score: -4305921.000000 Penalty: 3671.575195
	Iteration 42Q: 3 clusters Score -4305921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 77731 members 
Entering Unmasked Estep 
Score: -4305918.000000 Penalty: 3671.575195
	Iteration 43Q: 3 clusters Score -4305918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 77734 members 
Entering Unmasked Estep 
Score: -4305919.500000 Penalty: 3671.575195
	Iteration 44Q: 3 clusters Score -4305920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 77739 members 
Entering Unmasked Estep 
Score: -4305918.000000 Penalty: 3671.575195
	Iteration 45Q: 3 clusters Score -4305918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 77743 members 
Entering Unmasked Estep 
Score: -4305928.500000 Penalty: 3671.575195
	Iteration 46Q: 3 clusters Score -4305928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 77750 members 
Entering Unmasked Estep 
Score: -4305931.500000 Penalty: 3671.575195
	Iteration 47Q: 3 clusters Score -4305932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 77756 members 
Entering Unmasked Estep 
Score: -4305926.000000 Penalty: 3671.575195
	Iteration 48Q: 3 clusters Score -4305926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 77763 members 
Entering Unmasked Estep 
Score: -4305927.000000 Penalty: 3671.575195
	Iteration 49Q: 3 clusters Score -4305927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 77771 members 
Entering Unmasked Estep 
Score: -4305935.000000 Penalty: 3671.575195
	Iteration 50Q: 3 clusters Score -4305935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 77781 members 
Entering Unmasked Estep 
Score: -4305938.500000 Penalty: 3671.575195
	Iteration 51Q: 3 clusters Score -4305938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 77783 members 
Entering Unmasked Estep 
Score: -4305937.000000 Penalty: 3671.575195
	Iteration 52Q: 3 clusters Score -4305937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 77790 members 
Entering Unmasked Estep 
Score: -4305936.000000 Penalty: 3671.575195
	Iteration 53Q: 3 clusters Score -4305936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 77797 members 
Entering Unmasked Estep 
Score: -4305940.000000 Penalty: 3671.575195
	Iteration 54Q: 3 clusters Score -4305940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 77798 members 
Entering Unmasked Estep 
Score: -4305944.500000 Penalty: 3671.575195
	Iteration 55Q: 3 clusters Score -4305944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 77801 members 
Entering Unmasked Estep 
Score: -4305943.000000 Penalty: 3671.575195
	Iteration 56Q: 3 clusters Score -4305943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 77810 members 
Entering Unmasked Estep 
Score: -4305946.500000 Penalty: 3671.575195
	Iteration 57Q: 3 clusters Score -4305946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 77818 members 
Entering Unmasked Estep 
Score: -4305943.000000 Penalty: 3671.575195
	Iteration 58Q: 3 clusters Score -4305943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 77824 members 
Entering Unmasked Estep 
Score: -4305948.500000 Penalty: 3671.575195
	Iteration 59Q: 3 clusters Score -4305948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 77832 members 
Entering Unmasked Estep 
Score: -4305952.000000 Penalty: 3671.575195
	Iteration 60F: 3 clusters Score -4305952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 77838 members 
Entering Unmasked Estep 
Score: -4305951.500000 Penalty: 3671.575195
	Iteration 61Q: 3 clusters Score -4305952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 77839 members 
Entering Unmasked Estep 
Score: -4305944.000000 Penalty: 3671.575195
	Iteration 62Q: 3 clusters Score -4305944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 77840 members 
Entering Unmasked Estep 
Score: -4305941.500000 Penalty: 3671.575195
	Iteration 63Q: 3 clusters Score -4305942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 77841 members 
Entering Unmasked Estep 
Score: -4305944.000000 Penalty: 3671.575195
	Iteration 64Q: 3 clusters Score -4305944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 77842 members 
Entering Unmasked Estep 
Score: -4305940.000000 Penalty: 3671.575195
	Iteration 65Q: 3 clusters Score -4305940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 77844 members 
Entering Unmasked Estep 
Score: -4305940.500000 Penalty: 3671.575195
	Iteration 66Q: 3 clusters Score -4305940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 77845 members 
Entering Unmasked Estep 
Score: -4305944.000000 Penalty: 3671.575195
	Iteration 67Q: 3 clusters Score -4305944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 77845 members 
Entering Unmasked Estep 
Score: -4305944.000000 Penalty: 3671.575195
	Iteration 68F: 3 clusters Score -4305944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Entering Unmasked Estep 
Score: -162781.703125 Penalty: 1310.707642
	Iteration 0F: 2 clusters Score -162781.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -159894.421875 Penalty: 2621.415283
	Iteration 0F: 3 clusters Score -159894.4 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -160621.640625 Penalty: 2621.415283
	Iteration 1F: 3 clusters Score -160621.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -160765.234375 Penalty: 2621.415283
	Iteration 2F: 3 clusters Score -160765.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -160869.156250 Penalty: 2621.415283
	Iteration 3F: 3 clusters Score -160869.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -160940.468750 Penalty: 2621.415283
	Iteration 4Q: 3 clusters Score -160940.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -161007.812500 Penalty: 2621.415283
	Iteration 5Q: 3 clusters Score -161007.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -161077.140625 Penalty: 2621.415283
	Iteration 6Q: 3 clusters Score -161077.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -161135.140625 Penalty: 2621.415283
	Iteration 7Q: 3 clusters Score -161135.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -161197.375000 Penalty: 2621.415283
	Iteration 8Q: 3 clusters Score -161197.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -161267.078125 Penalty: 2621.415283
	Iteration 9Q: 3 clusters Score -161267.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -161351.296875 Penalty: 2621.415283
	Iteration 10Q: 3 clusters Score -161351.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -161420.187500 Penalty: 2621.415283
	Iteration 11Q: 3 clusters Score -161420.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -161479.140625 Penalty: 2621.415283
	Iteration 12Q: 3 clusters Score -161479.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -161531.171875 Penalty: 2621.415283
	Iteration 13Q: 3 clusters Score -161531.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -161575.937500 Penalty: 2621.415283
	Iteration 14Q: 3 clusters Score -161575.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -161613.078125 Penalty: 2621.415283
	Iteration 15Q: 3 clusters Score -161613.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -161650.093750 Penalty: 2621.415283
	Iteration 16Q: 3 clusters Score -161650.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -161676.640625 Penalty: 2621.415283
	Iteration 17Q: 3 clusters Score -161676.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -161697.500000 Penalty: 2621.415283
	Iteration 18Q: 3 clusters Score -161697.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -161718.000000 Penalty: 2621.415283
	Iteration 19Q: 3 clusters Score -161718 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -161735.843750 Penalty: 2621.415283
	Iteration 20F: 3 clusters Score -161735.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -161750.203125 Penalty: 2621.415283
	Iteration 21Q: 3 clusters Score -161750.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -161761.750000 Penalty: 2621.415283
	Iteration 22Q: 3 clusters Score -161761.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -161779.406250 Penalty: 2621.415283
	Iteration 23Q: 3 clusters Score -161779.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -161794.687500 Penalty: 2621.415283
	Iteration 24Q: 3 clusters Score -161794.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -161810.765625 Penalty: 2621.415283
	Iteration 25Q: 3 clusters Score -161810.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -161822.968750 Penalty: 2621.415283
	Iteration 26Q: 3 clusters Score -161823 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -161831.390625 Penalty: 2621.415283
	Iteration 27Q: 3 clusters Score -161831.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -161837.078125 Penalty: 2621.415283
	Iteration 28Q: 3 clusters Score -161837.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -161839.750000 Penalty: 2621.415283
	Iteration 29Q: 3 clusters Score -161839.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -161841.546875 Penalty: 2621.415283
	Iteration 30Q: 3 clusters Score -161841.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -161843.765625 Penalty: 2621.415283
	Iteration 31Q: 3 clusters Score -161843.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -161845.421875 Penalty: 2621.415283
	Iteration 32Q: 3 clusters Score -161845.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -161847.500000 Penalty: 2621.415283
	Iteration 33Q: 3 clusters Score -161847.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -161850.156250 Penalty: 2621.415283
	Iteration 34Q: 3 clusters Score -161850.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -161851.656250 Penalty: 2621.415283
	Iteration 35Q: 3 clusters Score -161851.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -161853.046875 Penalty: 2621.415283
	Iteration 36Q: 3 clusters Score -161853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -161854.562500 Penalty: 2621.415283
	Iteration 37Q: 3 clusters Score -161854.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -161857.000000 Penalty: 2621.415283
	Iteration 38Q: 3 clusters Score -161857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -161858.218750 Penalty: 2621.415283
	Iteration 39Q: 3 clusters Score -161858.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -161860.234375 Penalty: 2621.415283
	Iteration 40F: 3 clusters Score -161860.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -161862.187500 Penalty: 2621.415283
	Iteration 41Q: 3 clusters Score -161862.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -161865.171875 Penalty: 2621.415283
	Iteration 42Q: 3 clusters Score -161865.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -161868.687500 Penalty: 2621.415283
	Iteration 43Q: 3 clusters Score -161868.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -161871.562500 Penalty: 2621.415283
	Iteration 44Q: 3 clusters Score -161871.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -161874.578125 Penalty: 2621.415283
	Iteration 45Q: 3 clusters Score -161874.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -161876.890625 Penalty: 2621.415283
	Iteration 46Q: 3 clusters Score -161876.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -161878.156250 Penalty: 2621.415283
	Iteration 47Q: 3 clusters Score -161878.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -161879.937500 Penalty: 2621.415283
	Iteration 48Q: 3 clusters Score -161879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -161880.015625 Penalty: 2621.415283
	Iteration 49Q: 3 clusters Score -161880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -161880.640625 Penalty: 2621.415283
	Iteration 50Q: 3 clusters Score -161880.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -161881.093750 Penalty: 2621.415283
	Iteration 51Q: 3 clusters Score -161881.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -161881.171875 Penalty: 2621.415283
	Iteration 52Q: 3 clusters Score -161881.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -161881.171875 Penalty: 2621.415283
	Iteration 53F: 3 clusters Score -161881.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Entering Unmasked Estep 
Score: -731655.000000 Penalty: 1555.222290
	Iteration 0F: 2 clusters Score -731655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -721725.062500 Penalty: 3110.444580
	Iteration 0F: 3 clusters Score -721725.1 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -725151.062500 Penalty: 3110.444580
	Iteration 1F: 3 clusters Score -725151.1 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -725510.125000 Penalty: 3110.444580
	Iteration 2F: 3 clusters Score -725510.1 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -725924.187500 Penalty: 3110.444580
	Iteration 3F: 3 clusters Score -725924.2 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -726427.562500 Penalty: 3110.444580
	Iteration 4F: 3 clusters Score -726427.6 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -727062.750000 Penalty: 3110.444580
	Iteration 5F: 3 clusters Score -727062.8 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -727794.625000 Penalty: 3110.444580
	Iteration 6F: 3 clusters Score -727794.6 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -728516.812500 Penalty: 3110.444580
	Iteration 7F: 3 clusters Score -728516.8 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -729040.312500 Penalty: 3110.444580
	Iteration 8F: 3 clusters Score -729040.3 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -729353.062500 Penalty: 3110.444580
	Iteration 9Q: 3 clusters Score -729353.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -729556.562500 Penalty: 3110.444580
	Iteration 10Q: 3 clusters Score -729556.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -729706.125000 Penalty: 3110.444580
	Iteration 11Q: 3 clusters Score -729706.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -729836.562500 Penalty: 3110.444580
	Iteration 12Q: 3 clusters Score -729836.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -729952.125000 Penalty: 3110.444580
	Iteration 13Q: 3 clusters Score -729952.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -730049.875000 Penalty: 3110.444580
	Iteration 14Q: 3 clusters Score -730049.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -730151.312500 Penalty: 3110.444580
	Iteration 15Q: 3 clusters Score -730151.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -730250.000000 Penalty: 3110.444580
	Iteration 16Q: 3 clusters Score -730250 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -730328.000000 Penalty: 3110.444580
	Iteration 17Q: 3 clusters Score -730328 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -730406.437500 Penalty: 3110.444580
	Iteration 18Q: 3 clusters Score -730406.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -730485.625000 Penalty: 3110.444580
	Iteration 19Q: 3 clusters Score -730485.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -730540.375000 Penalty: 3110.444580
	Iteration 20F: 3 clusters Score -730540.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -730589.250000 Penalty: 3110.444580
	Iteration 21Q: 3 clusters Score -730589.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -730623.312500 Penalty: 3110.444580
	Iteration 22Q: 3 clusters Score -730623.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -730654.437500 Penalty: 3110.444580
	Iteration 23Q: 3 clusters Score -730654.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -730677.125000 Penalty: 3110.444580
	Iteration 24Q: 3 clusters Score -730677.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -730697.125000 Penalty: 3110.444580
	Iteration 25Q: 3 clusters Score -730697.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -730712.812500 Penalty: 3110.444580
	Iteration 26Q: 3 clusters Score -730712.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -730723.250000 Penalty: 3110.444580
	Iteration 27Q: 3 clusters Score -730723.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -730735.500000 Penalty: 3110.444580
	Iteration 28Q: 3 clusters Score -730735.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -730745.312500 Penalty: 3110.444580
	Iteration 29Q: 3 clusters Score -730745.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -730749.000000 Penalty: 3110.444580
	Iteration 30Q: 3 clusters Score -730749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -730752.437500 Penalty: 3110.444580
	Iteration 31Q: 3 clusters Score -730752.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -730758.687500 Penalty: 3110.444580
	Iteration 32Q: 3 clusters Score -730758.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -730760.812500 Penalty: 3110.444580
	Iteration 33Q: 3 clusters Score -730760.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -730767.125000 Penalty: 3110.444580
	Iteration 34Q: 3 clusters Score -730767.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -730769.187500 Penalty: 3110.444580
	Iteration 35Q: 3 clusters Score -730769.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -730768.750000 Penalty: 3110.444580
	Iteration 36Q: 3 clusters Score -730768.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -730767.812500 Penalty: 3110.444580
	Iteration 37Q: 3 clusters Score -730767.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -730770.625000 Penalty: 3110.444580
	Iteration 38Q: 3 clusters Score -730770.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -730772.062500 Penalty: 3110.444580
	Iteration 39Q: 3 clusters Score -730772.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -730771.937500 Penalty: 3110.444580
	Iteration 40F: 3 clusters Score -730771.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -730772.125000 Penalty: 3110.444580
	Iteration 41Q: 3 clusters Score -730772.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -730772.187500 Penalty: 3110.444580
	Iteration 42Q: 3 clusters Score -730772.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -730776.062500 Penalty: 3110.444580
	Iteration 43Q: 3 clusters Score -730776.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -730776.062500 Penalty: 3110.444580
	Iteration 44F: 3 clusters Score -730776.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -51804.519531 Penalty: 1139.028931
	Iteration 0F: 2 clusters Score -51804.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -50277.535156 Penalty: 2278.057861
	Iteration 0F: 3 clusters Score -50277.54 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -50562.726562 Penalty: 2278.057861
	Iteration 1F: 3 clusters Score -50562.73 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -50642.378906 Penalty: 2278.057861
	Iteration 2F: 3 clusters Score -50642.38 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -50701.007812 Penalty: 2278.057861
	Iteration 3Q: 3 clusters Score -50701.01 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -50730.652344 Penalty: 2278.057861
	Iteration 4Q: 3 clusters Score -50730.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -50741.468750 Penalty: 2278.057861
	Iteration 5Q: 3 clusters Score -50741.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -50749.675781 Penalty: 2278.057861
	Iteration 6Q: 3 clusters Score -50749.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -50758.234375 Penalty: 2278.057861
	Iteration 7Q: 3 clusters Score -50758.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -50764.410156 Penalty: 2278.057861
	Iteration 8Q: 3 clusters Score -50764.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -50770.976562 Penalty: 2278.057861
	Iteration 9Q: 3 clusters Score -50770.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -50773.835938 Penalty: 2278.057861
	Iteration 10Q: 3 clusters Score -50773.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -50777.738281 Penalty: 2278.057861
	Iteration 11Q: 3 clusters Score -50777.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -50779.375000 Penalty: 2278.057861
	Iteration 12Q: 3 clusters Score -50779.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -50781.125000 Penalty: 2278.057861
	Iteration 13Q: 3 clusters Score -50781.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -50782.574219 Penalty: 2278.057861
	Iteration 14Q: 3 clusters Score -50782.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -50788.085938 Penalty: 2278.057861
	Iteration 15Q: 3 clusters Score -50788.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -50791.433594 Penalty: 2278.057861
	Iteration 16Q: 3 clusters Score -50791.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -50792.734375 Penalty: 2278.057861
	Iteration 17Q: 3 clusters Score -50792.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -50792.734375 Penalty: 2278.057861
	Iteration 18F: 3 clusters Score -50792.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (107596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107596 members 
Entering Unmasked Estep 
Score: -5785169.500000 Penalty: 1882.747559
	Iteration 0F: 2 clusters Score -5785170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53727 members 
Mstep: Class 2 contains 53869 members 
Entering Unmasked Estep 
Score: -5713188.000000 Penalty: 3765.495117
	Iteration 0F: 3 clusters Score -5713188 nChanged 51373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51108 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
Score: -5743189.000000 Penalty: 3765.495117
	Iteration 1F: 3 clusters Score -5743189 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 58312 members 
Entering Unmasked Estep 
Score: -5744185.000000 Penalty: 3765.495117
	Iteration 2Q: 3 clusters Score -5744185 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -5745654.000000 Penalty: 3765.495117
	Iteration 3Q: 3 clusters Score -5745654 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 64895 members 
Entering Unmasked Estep 
Score: -5748107.500000 Penalty: 3765.495117
	Iteration 4Q: 3 clusters Score -5748108 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 70314 members 
Entering Unmasked Estep 
Score: -5751979.000000 Penalty: 3765.495117
	Iteration 5F: 3 clusters Score -5751979 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 77003 members 
Entering Unmasked Estep 
Score: -5757568.500000 Penalty: 3765.495117
	Iteration 6F: 3 clusters Score -5757568 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 84575 members 
Entering Unmasked Estep 
Score: -5764521.000000 Penalty: 3765.495117
	Iteration 7F: 3 clusters Score -5764521 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 91669 members 
Entering Unmasked Estep 
Score: -5771360.500000 Penalty: 3765.495117
	Iteration 8F: 3 clusters Score -5771360 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 97119 members 
Entering Unmasked Estep 
Score: -5776544.500000 Penalty: 3765.495117
	Iteration 9F: 3 clusters Score -5776544 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 100651 members 
Entering Unmasked Estep 
Score: -5779842.500000 Penalty: 3765.495117
	Iteration 10Q: 3 clusters Score -5779842 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 102662 members 
Entering Unmasked Estep 
Score: -5781601.500000 Penalty: 3765.495117
	Iteration 11Q: 3 clusters Score -5781602 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 103706 members 
Entering Unmasked Estep 
Score: -5782537.500000 Penalty: 3765.495117
	Iteration 12Q: 3 clusters Score -5782538 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 104331 members 
Entering Unmasked Estep 
Score: -5783037.500000 Penalty: 3765.495117
	Iteration 13Q: 3 clusters Score -5783038 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 104719 members 
Entering Unmasked Estep 
Score: -5783307.500000 Penalty: 3765.495117
	Iteration 14Q: 3 clusters Score -5783308 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 105008 members 
Entering Unmasked Estep 
Score: -5783463.500000 Penalty: 3765.495117
	Iteration 15Q: 3 clusters Score -5783464 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 105214 members 
Entering Unmasked Estep 
Score: -5783553.000000 Penalty: 3765.495117
	Iteration 16Q: 3 clusters Score -5783553 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 105373 members 
Entering Unmasked Estep 
Score: -5783603.500000 Penalty: 3765.495117
	Iteration 17Q: 3 clusters Score -5783604 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 105496 members 
Entering Unmasked Estep 
Score: -5783652.500000 Penalty: 3765.495117
	Iteration 18Q: 3 clusters Score -5783652 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 105596 members 
Entering Unmasked Estep 
Score: -5783666.500000 Penalty: 3765.495117
	Iteration 19Q: 3 clusters Score -5783666 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 105676 members 
Entering Unmasked Estep 
Score: -5783695.500000 Penalty: 3765.495117
	Iteration 20F: 3 clusters Score -5783696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 105741 members 
Entering Unmasked Estep 
Score: -5783704.000000 Penalty: 3765.495117
	Iteration 21Q: 3 clusters Score -5783704 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 105791 members 
Entering Unmasked Estep 
Score: -5783726.000000 Penalty: 3765.495117
	Iteration 22Q: 3 clusters Score -5783726 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 105837 members 
Entering Unmasked Estep 
Score: -5783739.500000 Penalty: 3765.495117
	Iteration 23Q: 3 clusters Score -5783740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 105878 members 
Entering Unmasked Estep 
Score: -5783737.500000 Penalty: 3765.495117
	Iteration 24Q: 3 clusters Score -5783738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 105921 members 
Entering Unmasked Estep 
Score: -5783749.000000 Penalty: 3765.495117
	Iteration 25Q: 3 clusters Score -5783749 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 105960 members 
Entering Unmasked Estep 
Score: -5783754.000000 Penalty: 3765.495117
	Iteration 26Q: 3 clusters Score -5783754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 105991 members 
Entering Unmasked Estep 
Score: -5783754.500000 Penalty: 3765.495117
	Iteration 27Q: 3 clusters Score -5783754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 106013 members 
Entering Unmasked Estep 
Score: -5783760.000000 Penalty: 3765.495117
	Iteration 28Q: 3 clusters Score -5783760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 106043 members 
Entering Unmasked Estep 
Score: -5783765.500000 Penalty: 3765.495117
	Iteration 29Q: 3 clusters Score -5783766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 106076 members 
Entering Unmasked Estep 
Score: -5783780.000000 Penalty: 3765.495117
	Iteration 30Q: 3 clusters Score -5783780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 106105 members 
Entering Unmasked Estep 
Score: -5783772.000000 Penalty: 3765.495117
	Iteration 31Q: 3 clusters Score -5783772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 106134 members 
Entering Unmasked Estep 
Score: -5783768.500000 Penalty: 3765.495117
	Iteration 32Q: 3 clusters Score -5783768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 106148 members 
Entering Unmasked Estep 
Score: -5783772.000000 Penalty: 3765.495117
	Iteration 33Q: 3 clusters Score -5783772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 106160 members 
Entering Unmasked Estep 
Score: -5783777.000000 Penalty: 3765.495117
	Iteration 34Q: 3 clusters Score -5783777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 106174 members 
Entering Unmasked Estep 
Score: -5783782.500000 Penalty: 3765.495117
	Iteration 35Q: 3 clusters Score -5783782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 106181 members 
Entering Unmasked Estep 
Score: -5783782.000000 Penalty: 3765.495117
	Iteration 36Q: 3 clusters Score -5783782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 106190 members 
Entering Unmasked Estep 
Score: -5783783.000000 Penalty: 3765.495117
	Iteration 37Q: 3 clusters Score -5783783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 106198 members 
Entering Unmasked Estep 
Score: -5783780.000000 Penalty: 3765.495117
	Iteration 38Q: 3 clusters Score -5783780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 106204 members 
Entering Unmasked Estep 
Score: -5783781.500000 Penalty: 3765.495117
	Iteration 39Q: 3 clusters Score -5783782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 106211 members 
Entering Unmasked Estep 
Score: -5783781.000000 Penalty: 3765.495117
	Iteration 40F: 3 clusters Score -5783781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 106216 members 
Entering Unmasked Estep 
Score: -5783782.500000 Penalty: 3765.495117
	Iteration 41Q: 3 clusters Score -5783782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 106222 members 
Entering Unmasked Estep 
Score: -5783788.500000 Penalty: 3765.495117
	Iteration 42Q: 3 clusters Score -5783788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 106229 members 
Entering Unmasked Estep 
Score: -5783793.000000 Penalty: 3765.495117
	Iteration 43Q: 3 clusters Score -5783793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 106232 members 
Entering Unmasked Estep 
Score: -5783793.500000 Penalty: 3765.495117
	Iteration 44Q: 3 clusters Score -5783794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 106239 members 
Entering Unmasked Estep 
Score: -5783798.000000 Penalty: 3765.495117
	Iteration 45Q: 3 clusters Score -5783798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 106246 members 
Entering Unmasked Estep 
Score: -5783786.000000 Penalty: 3765.495117
	Iteration 46Q: 3 clusters Score -5783786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 106252 members 
Entering Unmasked Estep 
Score: -5783789.000000 Penalty: 3765.495117
	Iteration 47Q: 3 clusters Score -5783789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 106263 members 
Entering Unmasked Estep 
Score: -5783783.000000 Penalty: 3765.495117
	Iteration 48Q: 3 clusters Score -5783783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 106277 members 
Entering Unmasked Estep 
Score: -5783781.000000 Penalty: 3765.495117
	Iteration 49Q: 3 clusters Score -5783781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 106293 members 
Entering Unmasked Estep 
Score: -5783789.500000 Penalty: 3765.495117
	Iteration 50Q: 3 clusters Score -5783790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 106317 members 
Entering Unmasked Estep 
Score: -5783802.000000 Penalty: 3765.495117
	Iteration 51Q: 3 clusters Score -5783802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 106328 members 
Entering Unmasked Estep 
Score: -5783805.500000 Penalty: 3765.495117
	Iteration 52Q: 3 clusters Score -5783806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 106340 members 
Entering Unmasked Estep 
Score: -5783813.500000 Penalty: 3765.495117
	Iteration 53Q: 3 clusters Score -5783814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 106347 members 
Entering Unmasked Estep 
Score: -5783822.000000 Penalty: 3765.495117
	Iteration 54Q: 3 clusters Score -5783822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 106354 members 
Entering Unmasked Estep 
Score: -5783823.000000 Penalty: 3765.495117
	Iteration 55Q: 3 clusters Score -5783823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 106365 members 
Entering Unmasked Estep 
Score: -5783815.500000 Penalty: 3765.495117
	Iteration 56Q: 3 clusters Score -5783816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 106373 members 
Entering Unmasked Estep 
Score: -5783821.000000 Penalty: 3765.495117
	Iteration 57Q: 3 clusters Score -5783821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 106382 members 
Entering Unmasked Estep 
Score: -5783825.500000 Penalty: 3765.495117
	Iteration 58Q: 3 clusters Score -5783826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 106389 members 
Entering Unmasked Estep 
Score: -5783828.000000 Penalty: 3765.495117
	Iteration 59Q: 3 clusters Score -5783828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 106395 members 
Entering Unmasked Estep 
Score: -5783831.000000 Penalty: 3765.495117
	Iteration 60F: 3 clusters Score -5783831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 106401 members 
Entering Unmasked Estep 
Score: -5783836.500000 Penalty: 3765.495117
	Iteration 61Q: 3 clusters Score -5783836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 106407 members 
Entering Unmasked Estep 
Score: -5783843.000000 Penalty: 3765.495117
	Iteration 62Q: 3 clusters Score -5783843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 106410 members 
Entering Unmasked Estep 
Score: -5783845.500000 Penalty: 3765.495117
	Iteration 63Q: 3 clusters Score -5783846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 106413 members 
Entering Unmasked Estep 
Score: -5783846.500000 Penalty: 3765.495117
	Iteration 64Q: 3 clusters Score -5783846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 106413 members 
Entering Unmasked Estep 
Score: -5783846.500000 Penalty: 3765.495117
	Iteration 65F: 3 clusters Score -5783846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Entering Unmasked Estep 
Score: -74901.773438 Penalty: 1236.843994
	Iteration 0F: 2 clusters Score -74901.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -72857.718750 Penalty: 2473.687988
	Iteration 0F: 3 clusters Score -72857.72 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -73382.609375 Penalty: 2473.687988
	Iteration 1F: 3 clusters Score -73382.61 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -73507.515625 Penalty: 2473.687988
	Iteration 2F: 3 clusters Score -73507.52 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -73588.015625 Penalty: 2473.687988
	Iteration 3Q: 3 clusters Score -73588.02 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -73653.132812 Penalty: 2473.687988
	Iteration 4Q: 3 clusters Score -73653.13 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -73707.023438 Penalty: 2473.687988
	Iteration 5Q: 3 clusters Score -73707.02 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -73756.343750 Penalty: 2473.687988
	Iteration 6Q: 3 clusters Score -73756.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -73798.265625 Penalty: 2473.687988
	Iteration 7Q: 3 clusters Score -73798.27 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -73845.195312 Penalty: 2473.687988
	Iteration 8Q: 3 clusters Score -73845.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -73895.281250 Penalty: 2473.687988
	Iteration 9Q: 3 clusters Score -73895.28 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -73929.414062 Penalty: 2473.687988
	Iteration 10Q: 3 clusters Score -73929.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -73962.351562 Penalty: 2473.687988
	Iteration 11Q: 3 clusters Score -73962.35 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -73999.976562 Penalty: 2473.687988
	Iteration 12Q: 3 clusters Score -73999.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -74027.664062 Penalty: 2473.687988
	Iteration 13Q: 3 clusters Score -74027.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -74044.750000 Penalty: 2473.687988
	Iteration 14Q: 3 clusters Score -74044.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -74057.406250 Penalty: 2473.687988
	Iteration 15Q: 3 clusters Score -74057.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -74064.523438 Penalty: 2473.687988
	Iteration 16Q: 3 clusters Score -74064.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -74075.031250 Penalty: 2473.687988
	Iteration 17Q: 3 clusters Score -74075.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -74083.843750 Penalty: 2473.687988
	Iteration 18Q: 3 clusters Score -74083.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -74095.015625 Penalty: 2473.687988
	Iteration 19Q: 3 clusters Score -74095.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -74102.953125 Penalty: 2473.687988
	Iteration 20F: 3 clusters Score -74102.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -74108.328125 Penalty: 2473.687988
	Iteration 21Q: 3 clusters Score -74108.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -74112.945312 Penalty: 2473.687988
	Iteration 22Q: 3 clusters Score -74112.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -74116.218750 Penalty: 2473.687988
	Iteration 23Q: 3 clusters Score -74116.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -74120.437500 Penalty: 2473.687988
	Iteration 24Q: 3 clusters Score -74120.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -74124.906250 Penalty: 2473.687988
	Iteration 25Q: 3 clusters Score -74124.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -74126.906250 Penalty: 2473.687988
	Iteration 26Q: 3 clusters Score -74126.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -74130.648438 Penalty: 2473.687988
	Iteration 27Q: 3 clusters Score -74130.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -74145.437500 Penalty: 2473.687988
	Iteration 28Q: 3 clusters Score -74145.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -74159.710938 Penalty: 2473.687988
	Iteration 29Q: 3 clusters Score -74159.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -74167.242188 Penalty: 2473.687988
	Iteration 30Q: 3 clusters Score -74167.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -74172.210938 Penalty: 2473.687988
	Iteration 31Q: 3 clusters Score -74172.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -74178.828125 Penalty: 2473.687988
	Iteration 32Q: 3 clusters Score -74178.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -74185.281250 Penalty: 2473.687988
	Iteration 33Q: 3 clusters Score -74185.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -74192.117188 Penalty: 2473.687988
	Iteration 34Q: 3 clusters Score -74192.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -74197.960938 Penalty: 2473.687988
	Iteration 35Q: 3 clusters Score -74197.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -74202.695312 Penalty: 2473.687988
	Iteration 36Q: 3 clusters Score -74202.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -74207.195312 Penalty: 2473.687988
	Iteration 37Q: 3 clusters Score -74207.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -74211.812500 Penalty: 2473.687988
	Iteration 38Q: 3 clusters Score -74211.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -74218.531250 Penalty: 2473.687988
	Iteration 39Q: 3 clusters Score -74218.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -74225.867188 Penalty: 2473.687988
	Iteration 40F: 3 clusters Score -74225.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -74234.265625 Penalty: 2473.687988
	Iteration 41Q: 3 clusters Score -74234.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -74241.460938 Penalty: 2473.687988
	Iteration 42Q: 3 clusters Score -74241.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -74247.937500 Penalty: 2473.687988
	Iteration 43Q: 3 clusters Score -74247.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -74251.617188 Penalty: 2473.687988
	Iteration 44Q: 3 clusters Score -74251.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -74255.687500 Penalty: 2473.687988
	Iteration 45Q: 3 clusters Score -74255.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -74260.109375 Penalty: 2473.687988
	Iteration 46Q: 3 clusters Score -74260.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -74263.976562 Penalty: 2473.687988
	Iteration 47Q: 3 clusters Score -74263.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -74268.250000 Penalty: 2473.687988
	Iteration 48Q: 3 clusters Score -74268.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -74272.414062 Penalty: 2473.687988
	Iteration 49Q: 3 clusters Score -74272.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -74277.921875 Penalty: 2473.687988
	Iteration 50Q: 3 clusters Score -74277.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -74284.593750 Penalty: 2473.687988
	Iteration 51Q: 3 clusters Score -74284.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -74295.148438 Penalty: 2473.687988
	Iteration 52Q: 3 clusters Score -74295.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -74304.195312 Penalty: 2473.687988
	Iteration 53Q: 3 clusters Score -74304.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -74306.656250 Penalty: 2473.687988
	Iteration 54Q: 3 clusters Score -74306.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -74308.789062 Penalty: 2473.687988
	Iteration 55Q: 3 clusters Score -74308.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -74313.140625 Penalty: 2473.687988
	Iteration 56Q: 3 clusters Score -74313.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -74318.921875 Penalty: 2473.687988
	Iteration 57Q: 3 clusters Score -74318.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -74323.273438 Penalty: 2473.687988
	Iteration 58Q: 3 clusters Score -74323.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -74328.375000 Penalty: 2473.687988
	Iteration 59Q: 3 clusters Score -74328.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -74331.710938 Penalty: 2473.687988
	Iteration 60F: 3 clusters Score -74331.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -74333.828125 Penalty: 2473.687988
	Iteration 61Q: 3 clusters Score -74333.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -74334.617188 Penalty: 2473.687988
	Iteration 62Q: 3 clusters Score -74334.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -74336.406250 Penalty: 2473.687988
	Iteration 63Q: 3 clusters Score -74336.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -74336.617188 Penalty: 2473.687988
	Iteration 64Q: 3 clusters Score -74336.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -74336.617188 Penalty: 2473.687988
	Iteration 65F: 3 clusters Score -74336.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Entering Unmasked Estep 
Score: -352118.125000 Penalty: 1431.966187
	Iteration 0F: 2 clusters Score -352118.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -347031.687500 Penalty: 2863.932373
	Iteration 0F: 3 clusters Score -347031.7 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -348522.250000 Penalty: 2863.932373
	Iteration 1F: 3 clusters Score -348522.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -348734.968750 Penalty: 2863.932373
	Iteration 2F: 3 clusters Score -348735 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -348913.468750 Penalty: 2863.932373
	Iteration 3F: 3 clusters Score -348913.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -349075.718750 Penalty: 2863.932373
	Iteration 4Q: 3 clusters Score -349075.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -349245.500000 Penalty: 2863.932373
	Iteration 5Q: 3 clusters Score -349245.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -349425.531250 Penalty: 2863.932373
	Iteration 6Q: 3 clusters Score -349425.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -349585.656250 Penalty: 2863.932373
	Iteration 7Q: 3 clusters Score -349585.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -349753.000000 Penalty: 2863.932373
	Iteration 8Q: 3 clusters Score -349753 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -349933.562500 Penalty: 2863.932373
	Iteration 9Q: 3 clusters Score -349933.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -350098.031250 Penalty: 2863.932373
	Iteration 10Q: 3 clusters Score -350098 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -350244.281250 Penalty: 2863.932373
	Iteration 11Q: 3 clusters Score -350244.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -350343.125000 Penalty: 2863.932373
	Iteration 12Q: 3 clusters Score -350343.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -350432.718750 Penalty: 2863.932373
	Iteration 13Q: 3 clusters Score -350432.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -350517.250000 Penalty: 2863.932373
	Iteration 14Q: 3 clusters Score -350517.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -350590.656250 Penalty: 2863.932373
	Iteration 15Q: 3 clusters Score -350590.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -350661.281250 Penalty: 2863.932373
	Iteration 16Q: 3 clusters Score -350661.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -350717.437500 Penalty: 2863.932373
	Iteration 17Q: 3 clusters Score -350717.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -350749.656250 Penalty: 2863.932373
	Iteration 18Q: 3 clusters Score -350749.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -350785.000000 Penalty: 2863.932373
	Iteration 19Q: 3 clusters Score -350785 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -350815.406250 Penalty: 2863.932373
	Iteration 20F: 3 clusters Score -350815.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -350840.218750 Penalty: 2863.932373
	Iteration 21Q: 3 clusters Score -350840.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -350857.781250 Penalty: 2863.932373
	Iteration 22Q: 3 clusters Score -350857.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -350870.968750 Penalty: 2863.932373
	Iteration 23Q: 3 clusters Score -350871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -350883.187500 Penalty: 2863.932373
	Iteration 24Q: 3 clusters Score -350883.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -350898.000000 Penalty: 2863.932373
	Iteration 25Q: 3 clusters Score -350898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -350908.000000 Penalty: 2863.932373
	Iteration 26Q: 3 clusters Score -350908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -350916.531250 Penalty: 2863.932373
	Iteration 27Q: 3 clusters Score -350916.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -350921.375000 Penalty: 2863.932373
	Iteration 28Q: 3 clusters Score -350921.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -350925.656250 Penalty: 2863.932373
	Iteration 29Q: 3 clusters Score -350925.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -350932.343750 Penalty: 2863.932373
	Iteration 30Q: 3 clusters Score -350932.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -350938.843750 Penalty: 2863.932373
	Iteration 31Q: 3 clusters Score -350938.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -350943.656250 Penalty: 2863.932373
	Iteration 32Q: 3 clusters Score -350943.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -350947.875000 Penalty: 2863.932373
	Iteration 33Q: 3 clusters Score -350947.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -350953.187500 Penalty: 2863.932373
	Iteration 34Q: 3 clusters Score -350953.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -350957.375000 Penalty: 2863.932373
	Iteration 35Q: 3 clusters Score -350957.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -350959.218750 Penalty: 2863.932373
	Iteration 36Q: 3 clusters Score -350959.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -350959.468750 Penalty: 2863.932373
	Iteration 37Q: 3 clusters Score -350959.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -350961.531250 Penalty: 2863.932373
	Iteration 38Q: 3 clusters Score -350961.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -350961.875000 Penalty: 2863.932373
	Iteration 39Q: 3 clusters Score -350961.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -350962.968750 Penalty: 2863.932373
	Iteration 40F: 3 clusters Score -350963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (188074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188074 members 
Entering Unmasked Estep 
Score: -10192390.000000 Penalty: 1973.495972
	Iteration 0F: 2 clusters Score -1.019239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94203 members 
Mstep: Class 2 contains 93871 members 
Entering Unmasked Estep 
Score: -10065872.000000 Penalty: 3946.991943
	Iteration 0F: 3 clusters Score -1.006587e+07 nChanged 91095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97022 members 
Mstep: Class 2 contains 91052 members 
Entering Unmasked Estep 
Score: -10119290.000000 Penalty: 3946.991943
	Iteration 1F: 3 clusters Score -1.011929e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98406 members 
Mstep: Class 2 contains 89668 members 
Entering Unmasked Estep 
Score: -10120370.000000 Penalty: 3946.991943
	Iteration 2Q: 3 clusters Score -1.012037e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100647 members 
Mstep: Class 2 contains 87427 members 
Entering Unmasked Estep 
Score: -10121905.000000 Penalty: 3946.991943
	Iteration 3Q: 3 clusters Score -1.01219e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104154 members 
Mstep: Class 2 contains 83920 members 
Entering Unmasked Estep 
Score: -10124056.000000 Penalty: 3946.991943
	Iteration 4Q: 3 clusters Score -1.012406e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109340 members 
Mstep: Class 2 contains 78734 members 
Entering Unmasked Estep 
Score: -10127459.000000 Penalty: 3946.991943
	Iteration 5Q: 3 clusters Score -1.012746e+07 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116606 members 
Mstep: Class 2 contains 71468 members 
Entering Unmasked Estep 
Score: -10133070.000000 Penalty: 3946.991943
	Iteration 6F: 3 clusters Score -1.013307e+07 nChanged 11173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125925 members 
Mstep: Class 2 contains 62149 members 
Entering Unmasked Estep 
Score: -10141010.000000 Penalty: 3946.991943
	Iteration 7F: 3 clusters Score -1.014101e+07 nChanged 12078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136293 members 
Mstep: Class 2 contains 51781 members 
Entering Unmasked Estep 
Score: -10150728.000000 Penalty: 3946.991943
	Iteration 8F: 3 clusters Score -1.015073e+07 nChanged 11450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146201 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -10159940.000000 Penalty: 3946.991943
	Iteration 9F: 3 clusters Score -1.015994e+07 nChanged 9733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154642 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -10167361.000000 Penalty: 3946.991943
	Iteration 10F: 3 clusters Score -1.016736e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161530 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -10172689.000000 Penalty: 3946.991943
	Iteration 11Q: 3 clusters Score -1.017269e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167297 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -10176715.000000 Penalty: 3946.991943
	Iteration 12Q: 3 clusters Score -1.017672e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172333 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -10180182.000000 Penalty: 3946.991943
	Iteration 13Q: 3 clusters Score -1.018018e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176719 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -10183147.000000 Penalty: 3946.991943
	Iteration 14Q: 3 clusters Score -1.018315e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180350 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -10185566.000000 Penalty: 3946.991943
	Iteration 15Q: 3 clusters Score -1.018557e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183056 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -10187531.000000 Penalty: 3946.991943
	Iteration 16Q: 3 clusters Score -1.018753e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184911 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -10188783.000000 Penalty: 3946.991943
	Iteration 17Q: 3 clusters Score -1.018878e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186074 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -10189543.000000 Penalty: 3946.991943
	Iteration 18Q: 3 clusters Score -1.018954e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186756 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -10189960.000000 Penalty: 3946.991943
	Iteration 19Q: 3 clusters Score -1.018996e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187144 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -10190246.000000 Penalty: 3946.991943
	Iteration 20F: 3 clusters Score -1.019025e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187346 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10190387.000000 Penalty: 3946.991943
	Iteration 21Q: 3 clusters Score -1.019039e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187457 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -10190454.000000 Penalty: 3946.991943
	Iteration 22Q: 3 clusters Score -1.019045e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187541 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -10190514.000000 Penalty: 3946.991943
	Iteration 23Q: 3 clusters Score -1.019051e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187596 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -10190538.000000 Penalty: 3946.991943
	Iteration 24Q: 3 clusters Score -1.019054e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187633 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -10190572.000000 Penalty: 3946.991943
	Iteration 25Q: 3 clusters Score -1.019057e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187658 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -10190608.000000 Penalty: 3946.991943
	Iteration 26Q: 3 clusters Score -1.019061e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187683 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -10190645.000000 Penalty: 3946.991943
	Iteration 27Q: 3 clusters Score -1.019064e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187702 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -10190675.000000 Penalty: 3946.991943
	Iteration 28Q: 3 clusters Score -1.019068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187708 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -10190683.000000 Penalty: 3946.991943
	Iteration 29Q: 3 clusters Score -1.019068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187715 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -10190691.000000 Penalty: 3946.991943
	Iteration 30Q: 3 clusters Score -1.019069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187720 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10190698.000000 Penalty: 3946.991943
	Iteration 31Q: 3 clusters Score -1.01907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187725 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -10190704.000000 Penalty: 3946.991943
	Iteration 32Q: 3 clusters Score -1.01907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187726 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -10190702.000000 Penalty: 3946.991943
	Iteration 33Q: 3 clusters Score -1.01907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187730 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -10190707.000000 Penalty: 3946.991943
	Iteration 34Q: 3 clusters Score -1.019071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187733 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -10190710.000000 Penalty: 3946.991943
	Iteration 35Q: 3 clusters Score -1.019071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187736 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10190703.000000 Penalty: 3946.991943
	Iteration 36Q: 3 clusters Score -1.01907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187739 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10190704.000000 Penalty: 3946.991943
	Iteration 37Q: 3 clusters Score -1.01907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187740 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -10190711.000000 Penalty: 3946.991943
	Iteration 38Q: 3 clusters Score -1.019071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187742 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -10190713.000000 Penalty: 3946.991943
	Iteration 39Q: 3 clusters Score -1.019071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187743 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10190711.000000 Penalty: 3946.991943
	Iteration 40F: 3 clusters Score -1.019071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Entering Unmasked Estep 
Score: -250149.718750 Penalty: 1394.338379
	Iteration 0F: 2 clusters Score -250149.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -245990.703125 Penalty: 2788.676758
	Iteration 0F: 3 clusters Score -245990.7 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -247694.812500 Penalty: 2788.676758
	Iteration 1F: 3 clusters Score -247694.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -248572.156250 Penalty: 2788.676758
	Iteration 2F: 3 clusters Score -248572.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -249152.750000 Penalty: 2788.676758
	Iteration 3F: 3 clusters Score -249152.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -249471.109375 Penalty: 2788.676758
	Iteration 4F: 3 clusters Score -249471.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -249686.312500 Penalty: 2788.676758
	Iteration 5Q: 3 clusters Score -249686.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -249805.546875 Penalty: 2788.676758
	Iteration 6Q: 3 clusters Score -249805.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -249882.281250 Penalty: 2788.676758
	Iteration 7Q: 3 clusters Score -249882.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -249945.171875 Penalty: 2788.676758
	Iteration 8Q: 3 clusters Score -249945.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -250005.562500 Penalty: 2788.676758
	Iteration 9Q: 3 clusters Score -250005.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -250046.109375 Penalty: 2788.676758
	Iteration 10Q: 3 clusters Score -250046.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -250092.156250 Penalty: 2788.676758
	Iteration 11Q: 3 clusters Score -250092.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -250129.296875 Penalty: 2788.676758
	Iteration 12Q: 3 clusters Score -250129.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -250146.640625 Penalty: 2788.676758
	Iteration 13Q: 3 clusters Score -250146.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -250161.609375 Penalty: 2788.676758
	Iteration 14Q: 3 clusters Score -250161.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -250175.265625 Penalty: 2788.676758
	Iteration 15Q: 3 clusters Score -250175.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -250185.062500 Penalty: 2788.676758
	Iteration 16Q: 3 clusters Score -250185.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -250192.609375 Penalty: 2788.676758
	Iteration 17Q: 3 clusters Score -250192.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -250195.578125 Penalty: 2788.676758
	Iteration 18Q: 3 clusters Score -250195.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -250197.609375 Penalty: 2788.676758
	Iteration 19Q: 3 clusters Score -250197.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -250199.656250 Penalty: 2788.676758
	Iteration 20F: 3 clusters Score -250199.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -250202.718750 Penalty: 2788.676758
	Iteration 21Q: 3 clusters Score -250202.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -250204.406250 Penalty: 2788.676758
	Iteration 22Q: 3 clusters Score -250204.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -250205.500000 Penalty: 2788.676758
	Iteration 23Q: 3 clusters Score -250205.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -250205.906250 Penalty: 2788.676758
	Iteration 24Q: 3 clusters Score -250205.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -250205.906250 Penalty: 2788.676758
	Iteration 25F: 3 clusters Score -250205.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87109 members 
Mstep: Class 2 contains 7383 members 
Mstep: Class 3 contains 7458 members 
Mstep: Class 4 contains 10439 members 
Mstep: Class 5 contains 62367 members 
Mstep: Class 6 contains 29906 members 
Mstep: Class 7 contains 32535 members 
Mstep: Class 8 contains 7574 members 
Mstep: Class 9 contains 10637 members 
Mstep: Class 10 contains 15427 members 
Mstep: Class 11 contains 9098 members 
Mstep: Class 12 contains 1231 members 
Mstep: Class 13 contains 4628 members 
Mstep: Class 14 contains 7045 members 
Mstep: Class 15 contains 80592 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 14337 members 
Mstep: Class 18 contains 1107 members 
Mstep: Class 19 contains 107596 members 
Mstep: Class 20 contains 2021 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 188074 members 
Mstep: Class 23 contains 3003 members 
Mstep: Class 24 contains 1458 members 
Mstep: Class 25 contains 6973 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 2324 members 
Entering Unmasked Estep 
Score: -35937788.000000 Penalty: 59117.878906
Splitting cluster 23 changes total score from -35938464.000000 to -35937788.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (1458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Entering Unmasked Estep 
Score: -65925.976562 Penalty: 1183.783447
	Iteration 0F: 2 clusters Score -65925.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -64209.453125 Penalty: 2367.566895
	Iteration 0F: 3 clusters Score -64209.45 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -64684.496094 Penalty: 2367.566895
	Iteration 1F: 3 clusters Score -64684.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -64871.902344 Penalty: 2367.566895
	Iteration 2F: 3 clusters Score -64871.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -65045.050781 Penalty: 2367.566895
	Iteration 3F: 3 clusters Score -65045.05 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -65356.031250 Penalty: 2367.566895
	Iteration 4F: 3 clusters Score -65356.03 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -65763.765625 Penalty: 2367.566895
	Iteration 5F: 3 clusters Score -65763.77 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -66025.312500 Penalty: 2367.566895
	Iteration 6F: 3 clusters Score -66025.31 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -66148.523438 Penalty: 2367.566895
	Iteration 7Q: 3 clusters Score -66148.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -66188.984375 Penalty: 2367.566895
	Iteration 8Q: 3 clusters Score -66188.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -66197.992188 Penalty: 2367.566895
	Iteration 9Q: 3 clusters Score -66197.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -66200.828125 Penalty: 2367.566895
	Iteration 10Q: 3 clusters Score -66200.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -66201.382812 Penalty: 2367.566895
	Iteration 11Q: 3 clusters Score -66201.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -66201.382812 Penalty: 2367.566895
	Iteration 12F: 3 clusters Score -66201.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87109 members 
Mstep: Class 2 contains 7383 members 
Mstep: Class 3 contains 7458 members 
Mstep: Class 4 contains 10439 members 
Mstep: Class 5 contains 62367 members 
Mstep: Class 6 contains 29906 members 
Mstep: Class 7 contains 32535 members 
Mstep: Class 8 contains 7574 members 
Mstep: Class 9 contains 10637 members 
Mstep: Class 10 contains 15427 members 
Mstep: Class 11 contains 9098 members 
Mstep: Class 12 contains 1231 members 
Mstep: Class 13 contains 4628 members 
Mstep: Class 14 contains 7045 members 
Mstep: Class 15 contains 80592 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 14337 members 
Mstep: Class 18 contains 1107 members 
Mstep: Class 19 contains 107596 members 
Mstep: Class 20 contains 2021 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 188074 members 
Mstep: Class 23 contains 5327 members 
Mstep: Class 24 contains 615 members 
Mstep: Class 25 contains 6973 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 843 members 
Entering Unmasked Estep 
Score: -35937720.000000 Penalty: 59117.878906
Splitting cluster 24 changes total score from -35938464.000000 to -35937720.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 87109 members 
Mstep: Class 2 contains 7383 members 
Mstep: Class 3 contains 7458 members 
Mstep: Class 4 contains 10439 members 
Mstep: Class 5 contains 62367 members 
Mstep: Class 6 contains 29906 members 
Mstep: Class 7 contains 32535 members 
Mstep: Class 8 contains 7574 members 
Mstep: Class 9 contains 10637 members 
Mstep: Class 10 contains 15427 members 
Mstep: Class 11 contains 9098 members 
Mstep: Class 12 contains 1231 members 
Mstep: Class 13 contains 4628 members 
Mstep: Class 14 contains 7045 members 
Mstep: Class 15 contains 80592 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 14337 members 
Mstep: Class 18 contains 1107 members 
Mstep: Class 19 contains 107596 members 
Mstep: Class 20 contains 2021 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 188074 members 
Mstep: Class 23 contains 5327 members 
Mstep: Class 24 contains 1458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35939092.000000 Penalty: 56928.328125
Iteration 119Q: 27 clusters Score -3.593909e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87107 members 
Mstep: Class 2 contains 7383 members 
Mstep: Class 3 contains 7460 members 
Mstep: Class 4 contains 10446 members 
Mstep: Class 5 contains 61862 members 
Mstep: Class 6 contains 30073 members 
Mstep: Class 7 contains 32534 members 
Mstep: Class 8 contains 7884 members 
Mstep: Class 9 contains 10631 members 
Mstep: Class 10 contains 15424 members 
Mstep: Class 11 contains 9297 members 
Mstep: Class 12 contains 1324 members 
Mstep: Class 13 contains 4628 members 
Mstep: Class 14 contains 7048 members 
Mstep: Class 15 contains 80602 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 14336 members 
Mstep: Class 18 contains 1099 members 
Mstep: Class 19 contains 107593 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 6723 members 
Mstep: Class 22 contains 188065 members 
Mstep: Class 23 contains 5250 members 
Mstep: Class 24 contains 1461 members 
Mstep: Class 25 contains 6801 members 
Mstep: Class 26 contains 567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35939740.000000 Penalty: 56928.328125
Iteration 120F: 27 clusters Score -3.593974e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87104 members 
Mstep: Class 2 contains 7382 members 
Mstep: Class 3 contains 7469 members 
Mstep: Class 4 contains 10454 members 
Mstep: Class 5 contains 61557 members 
Mstep: Class 6 contains 29775 members 
Mstep: Class 7 contains 32545 members 
Mstep: Class 8 contains 8076 members 
Mstep: Class 9 contains 10623 members 
Mstep: Class 10 contains 15424 members 
Mstep: Class 11 contains 9364 members 
Mstep: Class 12 contains 1385 members 
Mstep: Class 13 contains 4629 members 
Mstep: Class 14 contains 7050 members 
Mstep: Class 15 contains 80607 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 14336 members 
Mstep: Class 18 contains 1100 members 
Mstep: Class 19 contains 107594 members 
Mstep: Class 20 contains 2029 members 
Mstep: Class 21 contains 6719 members 
Mstep: Class 22 contains 188057 members 
Mstep: Class 23 contains 5176 members 
Mstep: Class 24 contains 1459 members 
Mstep: Class 25 contains 7133 members 
Mstep: Class 26 contains 579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940052.000000 Penalty: 56928.328125
Iteration 121Q: 27 clusters Score -3.594005e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87101 members 
Mstep: Class 2 contains 7381 members 
Mstep: Class 3 contains 7465 members 
Mstep: Class 4 contains 10457 members 
Mstep: Class 5 contains 61341 members 
Mstep: Class 6 contains 29590 members 
Mstep: Class 7 contains 32557 members 
Mstep: Class 8 contains 8213 members 
Mstep: Class 9 contains 10617 members 
Mstep: Class 10 contains 15423 members 
Mstep: Class 11 contains 9440 members 
Mstep: Class 12 contains 1429 members 
Mstep: Class 13 contains 4631 members 
Mstep: Class 14 contains 7045 members 
Mstep: Class 15 contains 80610 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 14336 members 
Mstep: Class 18 contains 1094 members 
Mstep: Class 19 contains 107593 members 
Mstep: Class 20 contains 2036 members 
Mstep: Class 21 contains 6713 members 
Mstep: Class 22 contains 188056 members 
Mstep: Class 23 contains 5129 members 
Mstep: Class 24 contains 1462 members 
Mstep: Class 25 contains 7322 members 
Mstep: Class 26 contains 585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940144.000000 Penalty: 56928.328125
Iteration 122Q: 27 clusters Score -3.594014e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87097 members 
Mstep: Class 2 contains 7380 members 
Mstep: Class 3 contains 7460 members 
Mstep: Class 4 contains 10455 members 
Mstep: Class 5 contains 61178 members 
Mstep: Class 6 contains 29442 members 
Mstep: Class 7 contains 32575 members 
Mstep: Class 8 contains 8307 members 
Mstep: Class 9 contains 10610 members 
Mstep: Class 10 contains 15422 members 
Mstep: Class 11 contains 9499 members 
Mstep: Class 12 contains 1475 members 
Mstep: Class 13 contains 4631 members 
Mstep: Class 14 contains 7048 members 
Mstep: Class 15 contains 80609 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14339 members 
Mstep: Class 18 contains 1088 members 
Mstep: Class 19 contains 107591 members 
Mstep: Class 20 contains 2041 members 
Mstep: Class 21 contains 6709 members 
Mstep: Class 22 contains 188060 members 
Mstep: Class 23 contains 5076 members 
Mstep: Class 24 contains 1466 members 
Mstep: Class 25 contains 7478 members 
Mstep: Class 26 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940056.000000 Penalty: 56928.328125
Iteration 123Q: 27 clusters Score -3.594006e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87095 members 
Mstep: Class 2 contains 7380 members 
Mstep: Class 3 contains 7462 members 
Mstep: Class 4 contains 10461 members 
Mstep: Class 5 contains 61045 members 
Mstep: Class 6 contains 29319 members 
Mstep: Class 7 contains 32581 members 
Mstep: Class 8 contains 8376 members 
Mstep: Class 9 contains 10603 members 
Mstep: Class 10 contains 15422 members 
Mstep: Class 11 contains 9535 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 14 contains 7045 members 
Mstep: Class 15 contains 80610 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14342 members 
Mstep: Class 18 contains 1086 members 
Mstep: Class 19 contains 107593 members 
Mstep: Class 20 contains 2042 members 
Mstep: Class 21 contains 6707 members 
Mstep: Class 22 contains 188060 members 
Mstep: Class 23 contains 5030 members 
Mstep: Class 24 contains 1468 members 
Mstep: Class 25 contains 7624 members 
Mstep: Class 26 contains 592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940172.000000 Penalty: 56928.328125
Iteration 124Q: 27 clusters Score -3.594017e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87092 members 
Mstep: Class 2 contains 7380 members 
Mstep: Class 3 contains 7464 members 
Mstep: Class 4 contains 10467 members 
Mstep: Class 5 contains 60932 members 
Mstep: Class 6 contains 29221 members 
Mstep: Class 7 contains 32589 members 
Mstep: Class 8 contains 8426 members 
Mstep: Class 9 contains 10596 members 
Mstep: Class 10 contains 15421 members 
Mstep: Class 11 contains 9561 members 
Mstep: Class 12 contains 1560 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 14 contains 7044 members 
Mstep: Class 15 contains 80608 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14340 members 
Mstep: Class 18 contains 1082 members 
Mstep: Class 19 contains 107594 members 
Mstep: Class 20 contains 2044 members 
Mstep: Class 21 contains 6708 members 
Mstep: Class 22 contains 188058 members 
Mstep: Class 23 contains 4984 members 
Mstep: Class 24 contains 1468 members 
Mstep: Class 25 contains 7757 members 
Mstep: Class 26 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940196.000000 Penalty: 56928.328125
Iteration 125Q: 27 clusters Score -3.59402e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87091 members 
Mstep: Class 2 contains 7380 members 
Mstep: Class 3 contains 7465 members 
Mstep: Class 4 contains 10471 members 
Mstep: Class 5 contains 60844 members 
Mstep: Class 6 contains 29141 members 
Mstep: Class 7 contains 32591 members 
Mstep: Class 8 contains 8455 members 
Mstep: Class 9 contains 10596 members 
Mstep: Class 10 contains 15419 members 
Mstep: Class 11 contains 9586 members 
Mstep: Class 12 contains 1596 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 14 contains 7044 members 
Mstep: Class 15 contains 80613 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14339 members 
Mstep: Class 18 contains 1077 members 
Mstep: Class 19 contains 107588 members 
Mstep: Class 20 contains 2043 members 
Mstep: Class 21 contains 6705 members 
Mstep: Class 22 contains 188063 members 
Mstep: Class 23 contains 4938 members 
Mstep: Class 24 contains 1465 members 
Mstep: Class 25 contains 7871 members 
Mstep: Class 26 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940440.000000 Penalty: 56928.328125
Iteration 126Q: 27 clusters Score -3.594044e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87092 members 
Mstep: Class 2 contains 7380 members 
Mstep: Class 3 contains 7467 members 
Mstep: Class 4 contains 10472 members 
Mstep: Class 5 contains 60759 members 
Mstep: Class 6 contains 29075 members 
Mstep: Class 7 contains 32589 members 
Mstep: Class 8 contains 8480 members 
Mstep: Class 9 contains 10593 members 
Mstep: Class 10 contains 15417 members 
Mstep: Class 11 contains 9611 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 4631 members 
Mstep: Class 14 contains 7045 members 
Mstep: Class 15 contains 80613 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14337 members 
Mstep: Class 18 contains 1074 members 
Mstep: Class 19 contains 107585 members 
Mstep: Class 20 contains 2043 members 
Mstep: Class 21 contains 6704 members 
Mstep: Class 22 contains 188062 members 
Mstep: Class 23 contains 4905 members 
Mstep: Class 24 contains 1464 members 
Mstep: Class 25 contains 7976 members 
Mstep: Class 26 contains 626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940544.000000 Penalty: 56928.328125
Iteration 127Q: 27 clusters Score -3.594054e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87090 members 
Mstep: Class 2 contains 7380 members 
Mstep: Class 3 contains 7468 members 
Mstep: Class 4 contains 10472 members 
Mstep: Class 5 contains 60681 members 
Mstep: Class 6 contains 29016 members 
Mstep: Class 7 contains 32588 members 
Mstep: Class 8 contains 8497 members 
Mstep: Class 9 contains 10594 members 
Mstep: Class 10 contains 15416 members 
Mstep: Class 11 contains 9644 members 
Mstep: Class 12 contains 1665 members 
Mstep: Class 13 contains 4631 members 
Mstep: Class 14 contains 7041 members 
Mstep: Class 15 contains 80615 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14332 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107586 members 
Mstep: Class 20 contains 2043 members 
Mstep: Class 21 contains 6702 members 
Mstep: Class 22 contains 188059 members 
Mstep: Class 23 contains 4864 members 
Mstep: Class 24 contains 1465 members 
Mstep: Class 25 contains 8068 members 
Mstep: Class 26 contains 636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940640.000000 Penalty: 56928.328125
Iteration 128Q: 27 clusters Score -3.594064e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87089 members 
Mstep: Class 2 contains 7380 members 
Mstep: Class 3 contains 7470 members 
Mstep: Class 4 contains 10473 members 
Mstep: Class 5 contains 60610 members 
Mstep: Class 6 contains 28955 members 
Mstep: Class 7 contains 32587 members 
Mstep: Class 8 contains 8512 members 
Mstep: Class 9 contains 10592 members 
Mstep: Class 10 contains 15416 members 
Mstep: Class 11 contains 9679 members 
Mstep: Class 12 contains 1687 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 14 contains 7041 members 
Mstep: Class 15 contains 80615 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14331 members 
Mstep: Class 18 contains 1073 members 
Mstep: Class 19 contains 107583 members 
Mstep: Class 20 contains 2044 members 
Mstep: Class 21 contains 6700 members 
Mstep: Class 22 contains 188058 members 
Mstep: Class 23 contains 4837 members 
Mstep: Class 24 contains 1472 members 
Mstep: Class 25 contains 8149 members 
Mstep: Class 26 contains 640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940704.000000 Penalty: 56928.328125
Iteration 129Q: 27 clusters Score -3.59407e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87089 members 
Mstep: Class 2 contains 7380 members 
Mstep: Class 3 contains 7480 members 
Mstep: Class 4 contains 10474 members 
Mstep: Class 5 contains 60558 members 
Mstep: Class 6 contains 28911 members 
Mstep: Class 7 contains 32579 members 
Mstep: Class 8 contains 8521 members 
Mstep: Class 9 contains 10591 members 
Mstep: Class 10 contains 15414 members 
Mstep: Class 11 contains 9706 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 14 contains 7040 members 
Mstep: Class 15 contains 80608 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14329 members 
Mstep: Class 18 contains 1074 members 
Mstep: Class 19 contains 107581 members 
Mstep: Class 20 contains 2042 members 
Mstep: Class 21 contains 6700 members 
Mstep: Class 22 contains 188058 members 
Mstep: Class 23 contains 4808 members 
Mstep: Class 24 contains 1479 members 
Mstep: Class 25 contains 8205 members 
Mstep: Class 26 contains 647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940720.000000 Penalty: 56928.328125
Iteration 130Q: 27 clusters Score -3.594072e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87088 members 
Mstep: Class 2 contains 7380 members 
Mstep: Class 3 contains 7481 members 
Mstep: Class 4 contains 10476 members 
Mstep: Class 5 contains 60522 members 
Mstep: Class 6 contains 28870 members 
Mstep: Class 7 contains 32581 members 
Mstep: Class 8 contains 8526 members 
Mstep: Class 9 contains 10578 members 
Mstep: Class 10 contains 15411 members 
Mstep: Class 11 contains 9727 members 
Mstep: Class 12 contains 1748 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 14 contains 7038 members 
Mstep: Class 15 contains 80612 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14328 members 
Mstep: Class 18 contains 1074 members 
Mstep: Class 19 contains 107579 members 
Mstep: Class 20 contains 2037 members 
Mstep: Class 21 contains 6699 members 
Mstep: Class 22 contains 188053 members 
Mstep: Class 23 contains 4789 members 
Mstep: Class 24 contains 1491 members 
Mstep: Class 25 contains 8255 members 
Mstep: Class 26 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940788.000000 Penalty: 56928.328125
Iteration 131Q: 27 clusters Score -3.594079e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87089 members 
Mstep: Class 2 contains 7380 members 
Mstep: Class 3 contains 7482 members 
Mstep: Class 4 contains 10479 members 
Mstep: Class 5 contains 60494 members 
Mstep: Class 6 contains 28840 members 
Mstep: Class 7 contains 32583 members 
Mstep: Class 8 contains 8525 members 
Mstep: Class 9 contains 10564 members 
Mstep: Class 10 contains 15409 members 
Mstep: Class 11 contains 9740 members 
Mstep: Class 12 contains 1768 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 14 contains 7037 members 
Mstep: Class 15 contains 80615 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14328 members 
Mstep: Class 18 contains 1073 members 
Mstep: Class 19 contains 107574 members 
Mstep: Class 20 contains 2041 members 
Mstep: Class 21 contains 6699 members 
Mstep: Class 22 contains 188052 members 
Mstep: Class 23 contains 4770 members 
Mstep: Class 24 contains 1502 members 
Mstep: Class 25 contains 8297 members 
Mstep: Class 26 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940864.000000 Penalty: 56928.328125
Iteration 132Q: 27 clusters Score -3.594086e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87088 members 
Mstep: Class 2 contains 7380 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 10481 members 
Mstep: Class 5 contains 60470 members 
Mstep: Class 6 contains 28811 members 
Mstep: Class 7 contains 32583 members 
Mstep: Class 8 contains 8526 members 
Mstep: Class 9 contains 10556 members 
Mstep: Class 10 contains 15407 members 
Mstep: Class 11 contains 9749 members 
Mstep: Class 12 contains 1788 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 14 contains 7036 members 
Mstep: Class 15 contains 80610 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14328 members 
Mstep: Class 18 contains 1073 members 
Mstep: Class 19 contains 107574 members 
Mstep: Class 20 contains 2042 members 
Mstep: Class 21 contains 6699 members 
Mstep: Class 22 contains 188052 members 
Mstep: Class 23 contains 4760 members 
Mstep: Class 24 contains 1508 members 
Mstep: Class 25 contains 8335 members 
Mstep: Class 26 contains 652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940904.000000 Penalty: 56928.328125
Iteration 133Q: 27 clusters Score -3.59409e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87088 members 
Mstep: Class 2 contains 7380 members 
Mstep: Class 3 contains 7481 members 
Mstep: Class 4 contains 10483 members 
Mstep: Class 5 contains 60450 members 
Mstep: Class 6 contains 28783 members 
Mstep: Class 7 contains 32577 members 
Mstep: Class 8 contains 8530 members 
Mstep: Class 9 contains 10549 members 
Mstep: Class 10 contains 15406 members 
Mstep: Class 11 contains 9755 members 
Mstep: Class 12 contains 1807 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 14 contains 7039 members 
Mstep: Class 15 contains 80607 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14328 members 
Mstep: Class 18 contains 1073 members 
Mstep: Class 19 contains 107577 members 
Mstep: Class 20 contains 2040 members 
Mstep: Class 21 contains 6700 members 
Mstep: Class 22 contains 188054 members 
Mstep: Class 23 contains 4753 members 
Mstep: Class 24 contains 1512 members 
Mstep: Class 25 contains 8367 members 
Mstep: Class 26 contains 654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940908.000000 Penalty: 56928.328125
Iteration 134Q: 27 clusters Score -3.594091e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87087 members 
Mstep: Class 2 contains 7379 members 
Mstep: Class 3 contains 7484 members 
Mstep: Class 4 contains 10486 members 
Mstep: Class 5 contains 60437 members 
Mstep: Class 6 contains 28762 members 
Mstep: Class 7 contains 32568 members 
Mstep: Class 8 contains 8530 members 
Mstep: Class 9 contains 10548 members 
Mstep: Class 10 contains 15408 members 
Mstep: Class 11 contains 9762 members 
Mstep: Class 12 contains 1833 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 7041 members 
Mstep: Class 15 contains 80607 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14326 members 
Mstep: Class 18 contains 1073 members 
Mstep: Class 19 contains 107574 members 
Mstep: Class 20 contains 2039 members 
Mstep: Class 21 contains 6700 members 
Mstep: Class 22 contains 188053 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 1515 members 
Mstep: Class 25 contains 8393 members 
Mstep: Class 26 contains 653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940952.000000 Penalty: 56928.328125
Iteration 135Q: 27 clusters Score -3.594095e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87088 members 
Mstep: Class 2 contains 7374 members 
Mstep: Class 3 contains 7488 members 
Mstep: Class 4 contains 10486 members 
Mstep: Class 5 contains 60430 members 
Mstep: Class 6 contains 28737 members 
Mstep: Class 7 contains 32561 members 
Mstep: Class 8 contains 8531 members 
Mstep: Class 9 contains 10547 members 
Mstep: Class 10 contains 15407 members 
Mstep: Class 11 contains 9767 members 
Mstep: Class 12 contains 1853 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 7039 members 
Mstep: Class 15 contains 80605 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14326 members 
Mstep: Class 18 contains 1073 members 
Mstep: Class 19 contains 107578 members 
Mstep: Class 20 contains 2040 members 
Mstep: Class 21 contains 6698 members 
Mstep: Class 22 contains 188052 members 
Mstep: Class 23 contains 4721 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 8419 members 
Mstep: Class 26 contains 653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940944.000000 Penalty: 56928.328125
Iteration 136Q: 27 clusters Score -3.594094e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87092 members 
Mstep: Class 2 contains 7369 members 
Mstep: Class 3 contains 7488 members 
Mstep: Class 4 contains 10485 members 
Mstep: Class 5 contains 60420 members 
Mstep: Class 6 contains 28721 members 
Mstep: Class 7 contains 32552 members 
Mstep: Class 8 contains 8531 members 
Mstep: Class 9 contains 10550 members 
Mstep: Class 10 contains 15404 members 
Mstep: Class 11 contains 9769 members 
Mstep: Class 12 contains 1873 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 7043 members 
Mstep: Class 15 contains 80607 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14326 members 
Mstep: Class 18 contains 1073 members 
Mstep: Class 19 contains 107582 members 
Mstep: Class 20 contains 2041 members 
Mstep: Class 21 contains 6697 members 
Mstep: Class 22 contains 188051 members 
Mstep: Class 23 contains 4704 members 
Mstep: Class 24 contains 1519 members 
Mstep: Class 25 contains 8441 members 
Mstep: Class 26 contains 653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940996.000000 Penalty: 56928.328125
Iteration 137Q: 27 clusters Score -3.5941e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87098 members 
Mstep: Class 2 contains 7361 members 
Mstep: Class 3 contains 7491 members 
Mstep: Class 4 contains 10490 members 
Mstep: Class 5 contains 60416 members 
Mstep: Class 6 contains 28709 members 
Mstep: Class 7 contains 32547 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 10552 members 
Mstep: Class 10 contains 15399 members 
Mstep: Class 11 contains 9769 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 7050 members 
Mstep: Class 15 contains 80611 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14328 members 
Mstep: Class 18 contains 1073 members 
Mstep: Class 19 contains 107581 members 
Mstep: Class 20 contains 2040 members 
Mstep: Class 21 contains 6695 members 
Mstep: Class 22 contains 188047 members 
Mstep: Class 23 contains 4688 members 
Mstep: Class 24 contains 1519 members 
Mstep: Class 25 contains 8455 members 
Mstep: Class 26 contains 654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941016.000000 Penalty: 56928.328125
Iteration 138Q: 27 clusters Score -3.594102e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87098 members 
Mstep: Class 2 contains 7359 members 
Mstep: Class 3 contains 7498 members 
Mstep: Class 4 contains 10494 members 
Mstep: Class 5 contains 60406 members 
Mstep: Class 6 contains 28699 members 
Mstep: Class 7 contains 32548 members 
Mstep: Class 8 contains 8531 members 
Mstep: Class 9 contains 10554 members 
Mstep: Class 10 contains 15396 members 
Mstep: Class 11 contains 9771 members 
Mstep: Class 12 contains 1908 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 7055 members 
Mstep: Class 15 contains 80607 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14327 members 
Mstep: Class 18 contains 1073 members 
Mstep: Class 19 contains 107582 members 
Mstep: Class 20 contains 2039 members 
Mstep: Class 21 contains 6695 members 
Mstep: Class 22 contains 188039 members 
Mstep: Class 23 contains 4665 members 
Mstep: Class 24 contains 1523 members 
Mstep: Class 25 contains 8470 members 
Mstep: Class 26 contains 654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941000.000000 Penalty: 56928.328125
Iteration 139Q: 27 clusters Score -3.5941e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87098 members 
Mstep: Class 2 contains 7357 members 
Mstep: Class 3 contains 7498 members 
Mstep: Class 4 contains 10498 members 
Mstep: Class 5 contains 60394 members 
Mstep: Class 6 contains 28690 members 
Mstep: Class 7 contains 32551 members 
Mstep: Class 8 contains 8531 members 
Mstep: Class 9 contains 10554 members 
Mstep: Class 10 contains 15394 members 
Mstep: Class 11 contains 9773 members 
Mstep: Class 12 contains 1923 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 7058 members 
Mstep: Class 15 contains 80609 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14327 members 
Mstep: Class 18 contains 1073 members 
Mstep: Class 19 contains 107585 members 
Mstep: Class 20 contains 2038 members 
Mstep: Class 21 contains 6695 members 
Mstep: Class 22 contains 188033 members 
Mstep: Class 23 contains 4646 members 
Mstep: Class 24 contains 1526 members 
Mstep: Class 25 contains 8486 members 
Mstep: Class 26 contains 654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941028.000000 Penalty: 56928.328125
Iteration 140F: 27 clusters Score -3.594103e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87096 members 
Mstep: Class 2 contains 7356 members 
Mstep: Class 3 contains 7499 members 
Mstep: Class 4 contains 10500 members 
Mstep: Class 5 contains 60386 members 
Mstep: Class 6 contains 28679 members 
Mstep: Class 7 contains 32550 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 10554 members 
Mstep: Class 10 contains 15393 members 
Mstep: Class 11 contains 9777 members 
Mstep: Class 12 contains 1937 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 7062 members 
Mstep: Class 15 contains 80610 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14327 members 
Mstep: Class 18 contains 1073 members 
Mstep: Class 19 contains 107588 members 
Mstep: Class 20 contains 2039 members 
Mstep: Class 21 contains 6695 members 
Mstep: Class 22 contains 188030 members 
Mstep: Class 23 contains 4629 members 
Mstep: Class 24 contains 1527 members 
Mstep: Class 25 contains 8497 members 
Mstep: Class 26 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941036.000000 Penalty: 56928.328125
Iteration 141Q: 27 clusters Score -3.594104e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87097 members 
Mstep: Class 2 contains 7355 members 
Mstep: Class 3 contains 7497 members 
Mstep: Class 4 contains 10501 members 
Mstep: Class 5 contains 60375 members 
Mstep: Class 6 contains 28670 members 
Mstep: Class 7 contains 32549 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 10557 members 
Mstep: Class 10 contains 15390 members 
Mstep: Class 11 contains 9784 members 
Mstep: Class 12 contains 1947 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 7066 members 
Mstep: Class 15 contains 80608 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14327 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107586 members 
Mstep: Class 20 contains 2038 members 
Mstep: Class 21 contains 6695 members 
Mstep: Class 22 contains 188030 members 
Mstep: Class 23 contains 4621 members 
Mstep: Class 24 contains 1529 members 
Mstep: Class 25 contains 8509 members 
Mstep: Class 26 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941032.000000 Penalty: 56928.328125
Iteration 142Q: 27 clusters Score -3.594103e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87097 members 
Mstep: Class 2 contains 7353 members 
Mstep: Class 3 contains 7496 members 
Mstep: Class 4 contains 10502 members 
Mstep: Class 5 contains 60363 members 
Mstep: Class 6 contains 28660 members 
Mstep: Class 7 contains 32548 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 10555 members 
Mstep: Class 10 contains 15386 members 
Mstep: Class 11 contains 9792 members 
Mstep: Class 12 contains 1959 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 7070 members 
Mstep: Class 15 contains 80612 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14325 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107585 members 
Mstep: Class 20 contains 2037 members 
Mstep: Class 21 contains 6694 members 
Mstep: Class 22 contains 188030 members 
Mstep: Class 23 contains 4617 members 
Mstep: Class 24 contains 1528 members 
Mstep: Class 25 contains 8521 members 
Mstep: Class 26 contains 658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941036.000000 Penalty: 56928.328125
Iteration 143Q: 27 clusters Score -3.594104e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87093 members 
Mstep: Class 2 contains 7353 members 
Mstep: Class 3 contains 7496 members 
Mstep: Class 4 contains 10501 members 
Mstep: Class 5 contains 60354 members 
Mstep: Class 6 contains 28654 members 
Mstep: Class 7 contains 32545 members 
Mstep: Class 8 contains 8533 members 
Mstep: Class 9 contains 10555 members 
Mstep: Class 10 contains 15384 members 
Mstep: Class 11 contains 9798 members 
Mstep: Class 12 contains 1973 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 7074 members 
Mstep: Class 15 contains 80620 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14325 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107583 members 
Mstep: Class 20 contains 2037 members 
Mstep: Class 21 contains 6694 members 
Mstep: Class 22 contains 188033 members 
Mstep: Class 23 contains 4600 members 
Mstep: Class 24 contains 1528 members 
Mstep: Class 25 contains 8528 members 
Mstep: Class 26 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941032.000000 Penalty: 56928.328125
Iteration 144Q: 27 clusters Score -3.594103e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87093 members 
Mstep: Class 2 contains 7352 members 
Mstep: Class 3 contains 7494 members 
Mstep: Class 4 contains 10504 members 
Mstep: Class 5 contains 60348 members 
Mstep: Class 6 contains 28645 members 
Mstep: Class 7 contains 32542 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 10553 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 9800 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 7074 members 
Mstep: Class 15 contains 80618 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14325 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107591 members 
Mstep: Class 20 contains 2038 members 
Mstep: Class 21 contains 6694 members 
Mstep: Class 22 contains 188031 members 
Mstep: Class 23 contains 4579 members 
Mstep: Class 24 contains 1526 members 
Mstep: Class 25 contains 8539 members 
Mstep: Class 26 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940984.000000 Penalty: 56928.328125
Iteration 145Q: 27 clusters Score -3.594098e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87092 members 
Mstep: Class 2 contains 7350 members 
Mstep: Class 3 contains 7494 members 
Mstep: Class 4 contains 10510 members 
Mstep: Class 5 contains 60343 members 
Mstep: Class 6 contains 28635 members 
Mstep: Class 7 contains 32536 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 10550 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 9803 members 
Mstep: Class 12 contains 2019 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 7076 members 
Mstep: Class 15 contains 80620 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14325 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107593 members 
Mstep: Class 20 contains 2037 members 
Mstep: Class 21 contains 6695 members 
Mstep: Class 22 contains 188030 members 
Mstep: Class 23 contains 4556 members 
Mstep: Class 24 contains 1528 members 
Mstep: Class 25 contains 8548 members 
Mstep: Class 26 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941040.000000 Penalty: 56928.328125
Iteration 146Q: 27 clusters Score -3.594104e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87092 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 7494 members 
Mstep: Class 4 contains 10510 members 
Mstep: Class 5 contains 60338 members 
Mstep: Class 6 contains 28627 members 
Mstep: Class 7 contains 32529 members 
Mstep: Class 8 contains 8533 members 
Mstep: Class 9 contains 10546 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 9805 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 7078 members 
Mstep: Class 15 contains 80621 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14323 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107592 members 
Mstep: Class 20 contains 2038 members 
Mstep: Class 21 contains 6695 members 
Mstep: Class 22 contains 188033 members 
Mstep: Class 23 contains 4539 members 
Mstep: Class 24 contains 1530 members 
Mstep: Class 25 contains 8557 members 
Mstep: Class 26 contains 670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941080.000000 Penalty: 56928.328125
Iteration 147Q: 27 clusters Score -3.594108e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87092 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 7492 members 
Mstep: Class 4 contains 10513 members 
Mstep: Class 5 contains 60335 members 
Mstep: Class 6 contains 28620 members 
Mstep: Class 7 contains 32530 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 10544 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 9804 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 7080 members 
Mstep: Class 15 contains 80619 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14324 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107592 members 
Mstep: Class 20 contains 2038 members 
Mstep: Class 21 contains 6695 members 
Mstep: Class 22 contains 188034 members 
Mstep: Class 23 contains 4522 members 
Mstep: Class 24 contains 1532 members 
Mstep: Class 25 contains 8565 members 
Mstep: Class 26 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941088.000000 Penalty: 56928.328125
Iteration 148Q: 27 clusters Score -3.594109e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87093 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 7493 members 
Mstep: Class 4 contains 10513 members 
Mstep: Class 5 contains 60334 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32527 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 10542 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 9805 members 
Mstep: Class 12 contains 2064 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 7084 members 
Mstep: Class 15 contains 80621 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14323 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107591 members 
Mstep: Class 20 contains 2037 members 
Mstep: Class 21 contains 6696 members 
Mstep: Class 22 contains 188037 members 
Mstep: Class 23 contains 4510 members 
Mstep: Class 24 contains 1534 members 
Mstep: Class 25 contains 8569 members 
Mstep: Class 26 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941096.000000 Penalty: 56928.328125
Iteration 149Q: 27 clusters Score -3.59411e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87093 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 7492 members 
Mstep: Class 4 contains 10512 members 
Mstep: Class 5 contains 60329 members 
Mstep: Class 6 contains 28613 members 
Mstep: Class 7 contains 32528 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 10541 members 
Mstep: Class 10 contains 15381 members 
Mstep: Class 11 contains 9808 members 
Mstep: Class 12 contains 2070 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 14 contains 7086 members 
Mstep: Class 15 contains 80620 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14322 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107591 members 
Mstep: Class 20 contains 2037 members 
Mstep: Class 21 contains 6696 members 
Mstep: Class 22 contains 188038 members 
Mstep: Class 23 contains 4502 members 
Mstep: Class 24 contains 1538 members 
Mstep: Class 25 contains 8572 members 
Mstep: Class 26 contains 672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941100.000000 Penalty: 56928.328125
Iteration 150Q: 27 clusters Score -3.59411e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87093 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 7491 members 
Mstep: Class 4 contains 10510 members 
Mstep: Class 5 contains 60326 members 
Mstep: Class 6 contains 28612 members 
Mstep: Class 7 contains 32527 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 10542 members 
Mstep: Class 10 contains 15380 members 
Mstep: Class 11 contains 9807 members 
Mstep: Class 12 contains 2077 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 14 contains 7085 members 
Mstep: Class 15 contains 80621 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14321 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107590 members 
Mstep: Class 20 contains 2035 members 
Mstep: Class 21 contains 6696 members 
Mstep: Class 22 contains 188040 members 
Mstep: Class 23 contains 4497 members 
Mstep: Class 24 contains 1541 members 
Mstep: Class 25 contains 8577 members 
Mstep: Class 26 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941116.000000 Penalty: 56928.328125
Iteration 151Q: 27 clusters Score -3.594112e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87094 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 7490 members 
Mstep: Class 4 contains 10510 members 
Mstep: Class 5 contains 60323 members 
Mstep: Class 6 contains 28612 members 
Mstep: Class 7 contains 32526 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 10543 members 
Mstep: Class 10 contains 15378 members 
Mstep: Class 11 contains 9807 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 13 contains 4632 members 
Mstep: Class 14 contains 7086 members 
Mstep: Class 15 contains 80623 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14321 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107590 members 
Mstep: Class 20 contains 2033 members 
Mstep: Class 21 contains 6696 members 
Mstep: Class 22 contains 188041 members 
Mstep: Class 23 contains 4486 members 
Mstep: Class 24 contains 1543 members 
Mstep: Class 25 contains 8580 members 
Mstep: Class 26 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941132.000000 Penalty: 56928.328125
Iteration 152Q: 27 clusters Score -3.594113e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87094 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 7490 members 
Mstep: Class 4 contains 10510 members 
Mstep: Class 5 contains 60322 members 
Mstep: Class 6 contains 28611 members 
Mstep: Class 7 contains 32525 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 10542 members 
Mstep: Class 10 contains 15376 members 
Mstep: Class 11 contains 9808 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 7086 members 
Mstep: Class 15 contains 80624 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14320 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107594 members 
Mstep: Class 20 contains 2033 members 
Mstep: Class 21 contains 6696 members 
Mstep: Class 22 contains 188042 members 
Mstep: Class 23 contains 4477 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 8581 members 
Mstep: Class 26 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941176.000000 Penalty: 56928.328125
Iteration 153Q: 27 clusters Score -3.594118e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87094 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 7487 members 
Mstep: Class 4 contains 10510 members 
Mstep: Class 5 contains 60320 members 
Mstep: Class 6 contains 28611 members 
Mstep: Class 7 contains 32529 members 
Mstep: Class 8 contains 8533 members 
Mstep: Class 9 contains 10542 members 
Mstep: Class 10 contains 15375 members 
Mstep: Class 11 contains 9809 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 7085 members 
Mstep: Class 15 contains 80626 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14320 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107596 members 
Mstep: Class 20 contains 2032 members 
Mstep: Class 21 contains 6696 members 
Mstep: Class 22 contains 188043 members 
Mstep: Class 23 contains 4466 members 
Mstep: Class 24 contains 1547 members 
Mstep: Class 25 contains 8581 members 
Mstep: Class 26 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941172.000000 Penalty: 56928.328125
Iteration 154Q: 27 clusters Score -3.594117e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87094 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 7487 members 
Mstep: Class 4 contains 10510 members 
Mstep: Class 5 contains 60317 members 
Mstep: Class 6 contains 28611 members 
Mstep: Class 7 contains 32529 members 
Mstep: Class 8 contains 8537 members 
Mstep: Class 9 contains 10540 members 
Mstep: Class 10 contains 15375 members 
Mstep: Class 11 contains 9808 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 7086 members 
Mstep: Class 15 contains 80626 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14320 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107597 members 
Mstep: Class 20 contains 2030 members 
Mstep: Class 21 contains 6696 members 
Mstep: Class 22 contains 188043 members 
Mstep: Class 23 contains 4464 members 
Mstep: Class 24 contains 1550 members 
Mstep: Class 25 contains 8581 members 
Mstep: Class 26 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941120.000000 Penalty: 56928.328125
Iteration 155Q: 27 clusters Score -3.594112e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87094 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 7486 members 
Mstep: Class 4 contains 10510 members 
Mstep: Class 5 contains 60313 members 
Mstep: Class 6 contains 28611 members 
Mstep: Class 7 contains 32529 members 
Mstep: Class 8 contains 8539 members 
Mstep: Class 9 contains 10539 members 
Mstep: Class 10 contains 15375 members 
Mstep: Class 11 contains 9809 members 
Mstep: Class 12 contains 2094 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 7088 members 
Mstep: Class 15 contains 80626 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14320 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107598 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 6696 members 
Mstep: Class 22 contains 188041 members 
Mstep: Class 23 contains 4463 members 
Mstep: Class 24 contains 1553 members 
Mstep: Class 25 contains 8581 members 
Mstep: Class 26 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941116.000000 Penalty: 56928.328125
Iteration 156Q: 27 clusters Score -3.594112e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87093 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 7487 members 
Mstep: Class 4 contains 10510 members 
Mstep: Class 5 contains 60311 members 
Mstep: Class 6 contains 28611 members 
Mstep: Class 7 contains 32530 members 
Mstep: Class 8 contains 8539 members 
Mstep: Class 9 contains 10537 members 
Mstep: Class 10 contains 15375 members 
Mstep: Class 11 contains 9810 members 
Mstep: Class 12 contains 2095 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 7085 members 
Mstep: Class 15 contains 80626 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14321 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107597 members 
Mstep: Class 20 contains 2027 members 
Mstep: Class 21 contains 6696 members 
Mstep: Class 22 contains 188043 members 
Mstep: Class 23 contains 4462 members 
Mstep: Class 24 contains 1556 members 
Mstep: Class 25 contains 8581 members 
Mstep: Class 26 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941092.000000 Penalty: 56928.328125
Iteration 157Q: 27 clusters Score -3.594109e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87093 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 7490 members 
Mstep: Class 4 contains 10510 members 
Mstep: Class 5 contains 60309 members 
Mstep: Class 6 contains 28611 members 
Mstep: Class 7 contains 32530 members 
Mstep: Class 8 contains 8538 members 
Mstep: Class 9 contains 10536 members 
Mstep: Class 10 contains 15374 members 
Mstep: Class 11 contains 9810 members 
Mstep: Class 12 contains 2097 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 7081 members 
Mstep: Class 15 contains 80627 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14321 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107597 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 6696 members 
Mstep: Class 22 contains 188044 members 
Mstep: Class 23 contains 4460 members 
Mstep: Class 24 contains 1558 members 
Mstep: Class 25 contains 8582 members 
Mstep: Class 26 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941108.000000 Penalty: 56928.328125
Iteration 158Q: 27 clusters Score -3.594111e+07 nChanged 11
Entering ConstructFrom: 
Score: -35941108.000000 Penalty: 56928.328125
Entering ConstructFrom: 
Trying to split cluster 1 (87093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87093 members 
Entering Unmasked Estep 
Score: -4639317.500000 Penalty: 1848.393921
	Iteration 0F: 2 clusters Score -4639318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -4581093.000000 Penalty: 3696.787842
	Iteration 0F: 3 clusters Score -4581093 nChanged 41601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -4605330.000000 Penalty: 3696.787842
	Iteration 1F: 3 clusters Score -4605330 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -4606967.000000 Penalty: 3696.787842
	Iteration 2Q: 3 clusters Score -4606967 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56149 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -4609775.500000 Penalty: 3696.787842
	Iteration 3F: 3 clusters Score -4609776 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62480 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -4614614.500000 Penalty: 3696.787842
	Iteration 4F: 3 clusters Score -4614614 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69948 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -4621654.500000 Penalty: 3696.787842
	Iteration 5F: 3 clusters Score -4621654 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77258 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -4629246.000000 Penalty: 3696.787842
	Iteration 6F: 3 clusters Score -4629246 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82119 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -4634292.000000 Penalty: 3696.787842
	Iteration 7F: 3 clusters Score -4634292 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84424 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4636632.000000 Penalty: 3696.787842
	Iteration 8Q: 3 clusters Score -4636632 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85308 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4637586.500000 Penalty: 3696.787842
	Iteration 9Q: 3 clusters Score -4637586 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85619 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4637942.500000 Penalty: 3696.787842
	Iteration 10Q: 3 clusters Score -4637942 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85748 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4638093.500000 Penalty: 3696.787842
	Iteration 11Q: 3 clusters Score -4638094 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85810 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4638152.500000 Penalty: 3696.787842
	Iteration 12Q: 3 clusters Score -4638152 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85831 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4638206.000000 Penalty: 3696.787842
	Iteration 13Q: 3 clusters Score -4638206 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85844 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4638236.000000 Penalty: 3696.787842
	Iteration 14Q: 3 clusters Score -4638236 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85858 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4638247.000000 Penalty: 3696.787842
	Iteration 15Q: 3 clusters Score -4638247 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85862 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4638267.000000 Penalty: 3696.787842
	Iteration 16Q: 3 clusters Score -4638267 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85850 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4638280.000000 Penalty: 3696.787842
	Iteration 17Q: 3 clusters Score -4638280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85841 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4638291.500000 Penalty: 3696.787842
	Iteration 18Q: 3 clusters Score -4638292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85832 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4638296.500000 Penalty: 3696.787842
	Iteration 19Q: 3 clusters Score -4638296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85831 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4638304.000000 Penalty: 3696.787842
	Iteration 20F: 3 clusters Score -4638304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85823 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4638300.000000 Penalty: 3696.787842
	Iteration 21Q: 3 clusters Score -4638300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85822 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4638302.500000 Penalty: 3696.787842
	Iteration 22Q: 3 clusters Score -4638302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85821 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4638304.500000 Penalty: 3696.787842
	Iteration 23Q: 3 clusters Score -4638304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85824 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4638298.500000 Penalty: 3696.787842
	Iteration 24Q: 3 clusters Score -4638298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85828 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4638304.000000 Penalty: 3696.787842
	Iteration 25Q: 3 clusters Score -4638304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85827 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4638303.500000 Penalty: 3696.787842
	Iteration 26Q: 3 clusters Score -4638304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85822 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4638305.500000 Penalty: 3696.787842
	Iteration 27Q: 3 clusters Score -4638306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85815 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4638303.000000 Penalty: 3696.787842
	Iteration 28Q: 3 clusters Score -4638303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85813 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4638302.000000 Penalty: 3696.787842
	Iteration 29Q: 3 clusters Score -4638302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85813 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4638302.500000 Penalty: 3696.787842
	Iteration 30Q: 3 clusters Score -4638302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85813 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4638303.500000 Penalty: 3696.787842
	Iteration 31Q: 3 clusters Score -4638304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85815 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4638310.000000 Penalty: 3696.787842
	Iteration 32Q: 3 clusters Score -4638310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85816 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4638310.500000 Penalty: 3696.787842
	Iteration 33Q: 3 clusters Score -4638310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85816 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4638310.500000 Penalty: 3696.787842
	Iteration 34F: 3 clusters Score -4638310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Entering Unmasked Estep 
Score: -369109.218750 Penalty: 1446.604858
	Iteration 0F: 2 clusters Score -369109.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -363633.625000 Penalty: 2893.209717
	Iteration 0F: 3 clusters Score -363633.6 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -365331.281250 Penalty: 2893.209717
	Iteration 1F: 3 clusters Score -365331.3 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -365736.968750 Penalty: 2893.209717
	Iteration 2F: 3 clusters Score -365737 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -366200.406250 Penalty: 2893.209717
	Iteration 3F: 3 clusters Score -366200.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -366670.218750 Penalty: 2893.209717
	Iteration 4F: 3 clusters Score -366670.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -367205.875000 Penalty: 2893.209717
	Iteration 5F: 3 clusters Score -367205.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -367673.687500 Penalty: 2893.209717
	Iteration 6F: 3 clusters Score -367673.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -367985.812500 Penalty: 2893.209717
	Iteration 7F: 3 clusters Score -367985.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -368187.062500 Penalty: 2893.209717
	Iteration 8Q: 3 clusters Score -368187.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -368321.625000 Penalty: 2893.209717
	Iteration 9Q: 3 clusters Score -368321.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -368422.562500 Penalty: 2893.209717
	Iteration 10Q: 3 clusters Score -368422.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -368483.562500 Penalty: 2893.209717
	Iteration 11Q: 3 clusters Score -368483.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -368531.343750 Penalty: 2893.209717
	Iteration 12Q: 3 clusters Score -368531.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -368570.468750 Penalty: 2893.209717
	Iteration 13Q: 3 clusters Score -368570.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -368598.093750 Penalty: 2893.209717
	Iteration 14Q: 3 clusters Score -368598.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -368621.531250 Penalty: 2893.209717
	Iteration 15Q: 3 clusters Score -368621.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -368636.218750 Penalty: 2893.209717
	Iteration 16Q: 3 clusters Score -368636.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -368644.812500 Penalty: 2893.209717
	Iteration 17Q: 3 clusters Score -368644.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -368653.781250 Penalty: 2893.209717
	Iteration 18Q: 3 clusters Score -368653.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -368658.750000 Penalty: 2893.209717
	Iteration 19Q: 3 clusters Score -368658.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -368663.531250 Penalty: 2893.209717
	Iteration 20F: 3 clusters Score -368663.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -368665.656250 Penalty: 2893.209717
	Iteration 21Q: 3 clusters Score -368665.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -368667.531250 Penalty: 2893.209717
	Iteration 22Q: 3 clusters Score -368667.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -368669.062500 Penalty: 2893.209717
	Iteration 23Q: 3 clusters Score -368669.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -368669.937500 Penalty: 2893.209717
	Iteration 24Q: 3 clusters Score -368669.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -368669.937500 Penalty: 2893.209717
	Iteration 25F: 3 clusters Score -368669.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Entering Unmasked Estep 
Score: -382931.406250 Penalty: 1449.715088
	Iteration 0F: 2 clusters Score -382931.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -377428.187500 Penalty: 2899.430176
	Iteration 0F: 3 clusters Score -377428.2 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -379200.812500 Penalty: 2899.430176
	Iteration 1F: 3 clusters Score -379200.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -379565.562500 Penalty: 2899.430176
	Iteration 2F: 3 clusters Score -379565.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -379887.156250 Penalty: 2899.430176
	Iteration 3F: 3 clusters Score -379887.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -380221.531250 Penalty: 2899.430176
	Iteration 4F: 3 clusters Score -380221.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -380505.531250 Penalty: 2899.430176
	Iteration 5F: 3 clusters Score -380505.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -380773.531250 Penalty: 2899.430176
	Iteration 6Q: 3 clusters Score -380773.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -380989.687500 Penalty: 2899.430176
	Iteration 7Q: 3 clusters Score -380989.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -381194.656250 Penalty: 2899.430176
	Iteration 8Q: 3 clusters Score -381194.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -381377.906250 Penalty: 2899.430176
	Iteration 9Q: 3 clusters Score -381377.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -381502.031250 Penalty: 2899.430176
	Iteration 10Q: 3 clusters Score -381502 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -381591.343750 Penalty: 2899.430176
	Iteration 11Q: 3 clusters Score -381591.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -381654.187500 Penalty: 2899.430176
	Iteration 12Q: 3 clusters Score -381654.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -381692.250000 Penalty: 2899.430176
	Iteration 13Q: 3 clusters Score -381692.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -381725.531250 Penalty: 2899.430176
	Iteration 14Q: 3 clusters Score -381725.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -381747.750000 Penalty: 2899.430176
	Iteration 15Q: 3 clusters Score -381747.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -381762.625000 Penalty: 2899.430176
	Iteration 16Q: 3 clusters Score -381762.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -381776.468750 Penalty: 2899.430176
	Iteration 17Q: 3 clusters Score -381776.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -381786.875000 Penalty: 2899.430176
	Iteration 18Q: 3 clusters Score -381786.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -381795.843750 Penalty: 2899.430176
	Iteration 19Q: 3 clusters Score -381795.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -381800.437500 Penalty: 2899.430176
	Iteration 20F: 3 clusters Score -381800.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -381806.843750 Penalty: 2899.430176
	Iteration 21Q: 3 clusters Score -381806.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -381811.062500 Penalty: 2899.430176
	Iteration 22Q: 3 clusters Score -381811.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -381816.843750 Penalty: 2899.430176
	Iteration 23Q: 3 clusters Score -381816.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -381819.375000 Penalty: 2899.430176
	Iteration 24Q: 3 clusters Score -381819.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -381823.218750 Penalty: 2899.430176
	Iteration 25Q: 3 clusters Score -381823.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -381826.562500 Penalty: 2899.430176
	Iteration 26Q: 3 clusters Score -381826.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -381829.093750 Penalty: 2899.430176
	Iteration 27Q: 3 clusters Score -381829.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -381832.937500 Penalty: 2899.430176
	Iteration 28Q: 3 clusters Score -381832.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -381837.562500 Penalty: 2899.430176
	Iteration 29Q: 3 clusters Score -381837.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -381846.406250 Penalty: 2899.430176
	Iteration 30Q: 3 clusters Score -381846.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -381853.812500 Penalty: 2899.430176
	Iteration 31Q: 3 clusters Score -381853.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -381860.281250 Penalty: 2899.430176
	Iteration 32Q: 3 clusters Score -381860.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -381864.156250 Penalty: 2899.430176
	Iteration 33Q: 3 clusters Score -381864.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -381868.718750 Penalty: 2899.430176
	Iteration 34Q: 3 clusters Score -381868.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -381870.781250 Penalty: 2899.430176
	Iteration 35Q: 3 clusters Score -381870.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -381872.718750 Penalty: 2899.430176
	Iteration 36Q: 3 clusters Score -381872.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -381875.718750 Penalty: 2899.430176
	Iteration 37Q: 3 clusters Score -381875.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -381876.343750 Penalty: 2899.430176
	Iteration 38Q: 3 clusters Score -381876.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -381876.906250 Penalty: 2899.430176
	Iteration 39Q: 3 clusters Score -381876.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -381878.250000 Penalty: 2899.430176
	Iteration 40F: 3 clusters Score -381878.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Entering Unmasked Estep 
Score: -535680.062500 Penalty: 1504.763306
	Iteration 0F: 2 clusters Score -535680.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -528271.062500 Penalty: 3009.526611
	Iteration 0F: 3 clusters Score -528271.1 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -530688.250000 Penalty: 3009.526611
	Iteration 1F: 3 clusters Score -530688.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -530894.937500 Penalty: 3009.526611
	Iteration 2F: 3 clusters Score -530894.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -531049.625000 Penalty: 3009.526611
	Iteration 3Q: 3 clusters Score -531049.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -531162.312500 Penalty: 3009.526611
	Iteration 4Q: 3 clusters Score -531162.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -531253.687500 Penalty: 3009.526611
	Iteration 5Q: 3 clusters Score -531253.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -531349.437500 Penalty: 3009.526611
	Iteration 6Q: 3 clusters Score -531349.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -531449.437500 Penalty: 3009.526611
	Iteration 7Q: 3 clusters Score -531449.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -531569.625000 Penalty: 3009.526611
	Iteration 8Q: 3 clusters Score -531569.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -531698.000000 Penalty: 3009.526611
	Iteration 9Q: 3 clusters Score -531698 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -531859.937500 Penalty: 3009.526611
	Iteration 10Q: 3 clusters Score -531859.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -532091.875000 Penalty: 3009.526611
	Iteration 11Q: 3 clusters Score -532091.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -532412.187500 Penalty: 3009.526611
	Iteration 12Q: 3 clusters Score -532412.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -532772.187500 Penalty: 3009.526611
	Iteration 13Q: 3 clusters Score -532772.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -533135.937500 Penalty: 3009.526611
	Iteration 14Q: 3 clusters Score -533135.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -533473.375000 Penalty: 3009.526611
	Iteration 15Q: 3 clusters Score -533473.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -533754.812500 Penalty: 3009.526611
	Iteration 16Q: 3 clusters Score -533754.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -533950.875000 Penalty: 3009.526611
	Iteration 17Q: 3 clusters Score -533950.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -534098.437500 Penalty: 3009.526611
	Iteration 18Q: 3 clusters Score -534098.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -534195.937500 Penalty: 3009.526611
	Iteration 19Q: 3 clusters Score -534195.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -534266.875000 Penalty: 3009.526611
	Iteration 20F: 3 clusters Score -534266.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -534300.125000 Penalty: 3009.526611
	Iteration 21Q: 3 clusters Score -534300.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -534323.250000 Penalty: 3009.526611
	Iteration 22Q: 3 clusters Score -534323.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -534343.437500 Penalty: 3009.526611
	Iteration 23Q: 3 clusters Score -534343.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -534355.125000 Penalty: 3009.526611
	Iteration 24Q: 3 clusters Score -534355.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -534361.187500 Penalty: 3009.526611
	Iteration 25Q: 3 clusters Score -534361.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -534371.312500 Penalty: 3009.526611
	Iteration 26Q: 3 clusters Score -534371.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -534375.187500 Penalty: 3009.526611
	Iteration 27Q: 3 clusters Score -534375.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -534381.062500 Penalty: 3009.526611
	Iteration 28Q: 3 clusters Score -534381.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -534386.000000 Penalty: 3009.526611
	Iteration 29Q: 3 clusters Score -534386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -534389.750000 Penalty: 3009.526611
	Iteration 30Q: 3 clusters Score -534389.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -534391.750000 Penalty: 3009.526611
	Iteration 31Q: 3 clusters Score -534391.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -534391.750000 Penalty: 3009.526611
	Iteration 32F: 3 clusters Score -534391.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60309 members 
Entering Unmasked Estep 
Score: -3233930.250000 Penalty: 1788.675903
	Iteration 0F: 2 clusters Score -3233930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -3193639.250000 Penalty: 3577.351807
	Iteration 0F: 3 clusters Score -3193639 nChanged 28421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -3209754.250000 Penalty: 3577.351807
	Iteration 1F: 3 clusters Score -3209754 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -3210383.250000 Penalty: 3577.351807
	Iteration 2Q: 3 clusters Score -3210383 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -3211168.000000 Penalty: 3577.351807
	Iteration 3Q: 3 clusters Score -3211168 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -3212231.250000 Penalty: 3577.351807
	Iteration 4Q: 3 clusters Score -3212231 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3213583.500000 Penalty: 3577.351807
	Iteration 5F: 3 clusters Score -3213584 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -3215190.000000 Penalty: 3577.351807
	Iteration 6F: 3 clusters Score -3215190 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -3216780.750000 Penalty: 3577.351807
	Iteration 7F: 3 clusters Score -3216781 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -3218060.250000 Penalty: 3577.351807
	Iteration 8F: 3 clusters Score -3218060 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -3219074.500000 Penalty: 3577.351807
	Iteration 9Q: 3 clusters Score -3219074 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -3219719.250000 Penalty: 3577.351807
	Iteration 10Q: 3 clusters Score -3219719 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -3220139.250000 Penalty: 3577.351807
	Iteration 11Q: 3 clusters Score -3220139 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -3220472.500000 Penalty: 3577.351807
	Iteration 12Q: 3 clusters Score -3220472 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -3220792.750000 Penalty: 3577.351807
	Iteration 13Q: 3 clusters Score -3220793 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -3221133.000000 Penalty: 3577.351807
	Iteration 14Q: 3 clusters Score -3221133 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -3221635.250000 Penalty: 3577.351807
	Iteration 15Q: 3 clusters Score -3221635 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -3222315.000000 Penalty: 3577.351807
	Iteration 16Q: 3 clusters Score -3222315 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -3223280.000000 Penalty: 3577.351807
	Iteration 17Q: 3 clusters Score -3223280 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -3224567.500000 Penalty: 3577.351807
	Iteration 18Q: 3 clusters Score -3224568 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53670 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -3226265.500000 Penalty: 3577.351807
	Iteration 19Q: 3 clusters Score -3226266 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55943 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -3228141.000000 Penalty: 3577.351807
	Iteration 20F: 3 clusters Score -3228141 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3229901.250000 Penalty: 3577.351807
	Iteration 21Q: 3 clusters Score -3229901 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59122 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3231156.500000 Penalty: 3577.351807
	Iteration 22Q: 3 clusters Score -3231156 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59779 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3231822.500000 Penalty: 3577.351807
	Iteration 23Q: 3 clusters Score -3231822 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60026 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3232076.500000 Penalty: 3577.351807
	Iteration 24Q: 3 clusters Score -3232076 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -3232201.500000 Penalty: 3577.351807
	Iteration 25Q: 3 clusters Score -3232202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -3232254.500000 Penalty: 3577.351807
	Iteration 26Q: 3 clusters Score -3232254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60167 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -3232290.500000 Penalty: 3577.351807
	Iteration 27Q: 3 clusters Score -3232290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60175 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -3232316.250000 Penalty: 3577.351807
	Iteration 28Q: 3 clusters Score -3232316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60175 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -3232319.000000 Penalty: 3577.351807
	Iteration 29Q: 3 clusters Score -3232319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60177 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -3232323.500000 Penalty: 3577.351807
	Iteration 30Q: 3 clusters Score -3232324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60179 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -3232327.750000 Penalty: 3577.351807
	Iteration 31Q: 3 clusters Score -3232328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -3232328.250000 Penalty: 3577.351807
	Iteration 32Q: 3 clusters Score -3232328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60182 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -3232327.250000 Penalty: 3577.351807
	Iteration 33Q: 3 clusters Score -3232327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60183 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -3232330.000000 Penalty: 3577.351807
	Iteration 34Q: 3 clusters Score -3232330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60184 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -3232334.000000 Penalty: 3577.351807
	Iteration 35Q: 3 clusters Score -3232334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60184 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -3232334.000000 Penalty: 3577.351807
	Iteration 36F: 3 clusters Score -3232334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Entering Unmasked Estep 
Score: -1493239.250000 Penalty: 1667.501221
	Iteration 0F: 2 clusters Score -1493239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1473809.625000 Penalty: 3335.002441
	Iteration 0F: 3 clusters Score -1473810 nChanged 13230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1481303.625000 Penalty: 3335.002441
	Iteration 1F: 3 clusters Score -1481304 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1481760.125000 Penalty: 3335.002441
	Iteration 2Q: 3 clusters Score -1481760 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -1482242.000000 Penalty: 3335.002441
	Iteration 3Q: 3 clusters Score -1482242 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -1482846.125000 Penalty: 3335.002441
	Iteration 4Q: 3 clusters Score -1482846 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -1483652.250000 Penalty: 3335.002441
	Iteration 5Q: 3 clusters Score -1483652 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -1484655.375000 Penalty: 3335.002441
	Iteration 6F: 3 clusters Score -1484655 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -1485930.875000 Penalty: 3335.002441
	Iteration 7F: 3 clusters Score -1485931 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -1487171.875000 Penalty: 3335.002441
	Iteration 8F: 3 clusters Score -1487172 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -1488009.125000 Penalty: 3335.002441
	Iteration 9F: 3 clusters Score -1488009 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -1488545.375000 Penalty: 3335.002441
	Iteration 10Q: 3 clusters Score -1488545 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -1488842.500000 Penalty: 3335.002441
	Iteration 11Q: 3 clusters Score -1488842 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -1489018.750000 Penalty: 3335.002441
	Iteration 12Q: 3 clusters Score -1489019 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -1489120.250000 Penalty: 3335.002441
	Iteration 13Q: 3 clusters Score -1489120 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -1489202.500000 Penalty: 3335.002441
	Iteration 14Q: 3 clusters Score -1489202 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -1489254.875000 Penalty: 3335.002441
	Iteration 15Q: 3 clusters Score -1489255 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -1489288.625000 Penalty: 3335.002441
	Iteration 16Q: 3 clusters Score -1489289 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -1489334.500000 Penalty: 3335.002441
	Iteration 17Q: 3 clusters Score -1489334 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -1489374.125000 Penalty: 3335.002441
	Iteration 18Q: 3 clusters Score -1489374 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -1489421.500000 Penalty: 3335.002441
	Iteration 19Q: 3 clusters Score -1489422 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -1489461.375000 Penalty: 3335.002441
	Iteration 20F: 3 clusters Score -1489461 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -1489496.500000 Penalty: 3335.002441
	Iteration 21Q: 3 clusters Score -1489496 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -1489541.250000 Penalty: 3335.002441
	Iteration 22Q: 3 clusters Score -1489541 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -1489601.750000 Penalty: 3335.002441
	Iteration 23Q: 3 clusters Score -1489602 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -1489663.375000 Penalty: 3335.002441
	Iteration 24Q: 3 clusters Score -1489663 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -1489742.250000 Penalty: 3335.002441
	Iteration 25Q: 3 clusters Score -1489742 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -1489834.000000 Penalty: 3335.002441
	Iteration 26Q: 3 clusters Score -1489834 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -1489941.375000 Penalty: 3335.002441
	Iteration 27Q: 3 clusters Score -1489941 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -1490069.375000 Penalty: 3335.002441
	Iteration 28Q: 3 clusters Score -1490069 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -1490208.625000 Penalty: 3335.002441
	Iteration 29Q: 3 clusters Score -1490209 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -1490345.750000 Penalty: 3335.002441
	Iteration 30Q: 3 clusters Score -1490346 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -1490506.500000 Penalty: 3335.002441
	Iteration 31Q: 3 clusters Score -1490506 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -1490667.625000 Penalty: 3335.002441
	Iteration 32Q: 3 clusters Score -1490668 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -1490823.125000 Penalty: 3335.002441
	Iteration 33Q: 3 clusters Score -1490823 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -1490971.500000 Penalty: 3335.002441
	Iteration 34Q: 3 clusters Score -1490972 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -1491106.250000 Penalty: 3335.002441
	Iteration 35Q: 3 clusters Score -1491106 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -1491223.250000 Penalty: 3335.002441
	Iteration 36Q: 3 clusters Score -1491223 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -1491311.375000 Penalty: 3335.002441
	Iteration 37Q: 3 clusters Score -1491311 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -1491391.000000 Penalty: 3335.002441
	Iteration 38Q: 3 clusters Score -1491391 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -1491464.500000 Penalty: 3335.002441
	Iteration 39Q: 3 clusters Score -1491464 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -1491515.125000 Penalty: 3335.002441
	Iteration 40F: 3 clusters Score -1491515 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -1491568.875000 Penalty: 3335.002441
	Iteration 41Q: 3 clusters Score -1491569 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -1491622.375000 Penalty: 3335.002441
	Iteration 42Q: 3 clusters Score -1491622 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -1491662.125000 Penalty: 3335.002441
	Iteration 43Q: 3 clusters Score -1491662 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -1491698.375000 Penalty: 3335.002441
	Iteration 44Q: 3 clusters Score -1491698 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -1491718.500000 Penalty: 3335.002441
	Iteration 45Q: 3 clusters Score -1491718 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -1491734.125000 Penalty: 3335.002441
	Iteration 46Q: 3 clusters Score -1491734 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -1491745.500000 Penalty: 3335.002441
	Iteration 47Q: 3 clusters Score -1491746 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -1491763.625000 Penalty: 3335.002441
	Iteration 48Q: 3 clusters Score -1491764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -1491776.125000 Penalty: 3335.002441
	Iteration 49Q: 3 clusters Score -1491776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -1491788.250000 Penalty: 3335.002441
	Iteration 50Q: 3 clusters Score -1491788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -1491793.125000 Penalty: 3335.002441
	Iteration 51Q: 3 clusters Score -1491793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -1491801.500000 Penalty: 3335.002441
	Iteration 52Q: 3 clusters Score -1491802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -1491809.750000 Penalty: 3335.002441
	Iteration 53Q: 3 clusters Score -1491810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -1491820.875000 Penalty: 3335.002441
	Iteration 54Q: 3 clusters Score -1491821 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -1491839.375000 Penalty: 3335.002441
	Iteration 55Q: 3 clusters Score -1491839 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -1491852.750000 Penalty: 3335.002441
	Iteration 56Q: 3 clusters Score -1491853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -1491860.875000 Penalty: 3335.002441
	Iteration 57Q: 3 clusters Score -1491861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -1491867.625000 Penalty: 3335.002441
	Iteration 58Q: 3 clusters Score -1491868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -1491874.000000 Penalty: 3335.002441
	Iteration 59Q: 3 clusters Score -1491874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -1491878.375000 Penalty: 3335.002441
	Iteration 60F: 3 clusters Score -1491878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -1491881.375000 Penalty: 3335.002441
	Iteration 61Q: 3 clusters Score -1491881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -1491881.250000 Penalty: 3335.002441
	Iteration 62Q: 3 clusters Score -1491881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -1491884.250000 Penalty: 3335.002441
	Iteration 63Q: 3 clusters Score -1491884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -1491885.500000 Penalty: 3335.002441
	Iteration 64Q: 3 clusters Score -1491886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -1491889.375000 Penalty: 3335.002441
	Iteration 65Q: 3 clusters Score -1491889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -1491890.000000 Penalty: 3335.002441
	Iteration 66Q: 3 clusters Score -1491890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -1491892.875000 Penalty: 3335.002441
	Iteration 67Q: 3 clusters Score -1491893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -1491893.375000 Penalty: 3335.002441
	Iteration 68Q: 3 clusters Score -1491893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -1491896.625000 Penalty: 3335.002441
	Iteration 69Q: 3 clusters Score -1491897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -1491897.500000 Penalty: 3335.002441
	Iteration 70Q: 3 clusters Score -1491898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -1491898.625000 Penalty: 3335.002441
	Iteration 71Q: 3 clusters Score -1491899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -1491898.750000 Penalty: 3335.002441
	Iteration 72Q: 3 clusters Score -1491899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -1491899.375000 Penalty: 3335.002441
	Iteration 73Q: 3 clusters Score -1491899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -1491900.250000 Penalty: 3335.002441
	Iteration 74Q: 3 clusters Score -1491900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -1491900.250000 Penalty: 3335.002441
	Iteration 75F: 3 clusters Score -1491900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Entering Unmasked Estep 
Score: -1675624.625000 Penalty: 1688.356567
	Iteration 0F: 2 clusters Score -1675625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -1653785.750000 Penalty: 3376.713135
	Iteration 0F: 3 clusters Score -1653786 nChanged 15009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -1662233.875000 Penalty: 3376.713135
	Iteration 1F: 3 clusters Score -1662234 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1662751.750000 Penalty: 3376.713135
	Iteration 2Q: 3 clusters Score -1662752 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -1663296.625000 Penalty: 3376.713135
	Iteration 3Q: 3 clusters Score -1663297 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1663987.375000 Penalty: 3376.713135
	Iteration 4Q: 3 clusters Score -1663987 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1664786.750000 Penalty: 3376.713135
	Iteration 5Q: 3 clusters Score -1664787 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1665770.375000 Penalty: 3376.713135
	Iteration 6F: 3 clusters Score -1665770 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1666992.375000 Penalty: 3376.713135
	Iteration 7F: 3 clusters Score -1666992 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1668373.250000 Penalty: 3376.713135
	Iteration 8F: 3 clusters Score -1668373 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1669677.750000 Penalty: 3376.713135
	Iteration 9F: 3 clusters Score -1669678 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1670712.125000 Penalty: 3376.713135
	Iteration 10Q: 3 clusters Score -1670712 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1671424.875000 Penalty: 3376.713135
	Iteration 11Q: 3 clusters Score -1671425 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1671949.000000 Penalty: 3376.713135
	Iteration 12Q: 3 clusters Score -1671949 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1672365.125000 Penalty: 3376.713135
	Iteration 13Q: 3 clusters Score -1672365 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1672692.375000 Penalty: 3376.713135
	Iteration 14Q: 3 clusters Score -1672692 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1672923.750000 Penalty: 3376.713135
	Iteration 15Q: 3 clusters Score -1672924 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1673089.000000 Penalty: 3376.713135
	Iteration 16Q: 3 clusters Score -1673089 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1673241.625000 Penalty: 3376.713135
	Iteration 17Q: 3 clusters Score -1673242 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1673356.625000 Penalty: 3376.713135
	Iteration 18Q: 3 clusters Score -1673357 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1673454.125000 Penalty: 3376.713135
	Iteration 19Q: 3 clusters Score -1673454 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1673540.750000 Penalty: 3376.713135
	Iteration 20F: 3 clusters Score -1673541 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1673629.875000 Penalty: 3376.713135
	Iteration 21Q: 3 clusters Score -1673630 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1673711.250000 Penalty: 3376.713135
	Iteration 22Q: 3 clusters Score -1673711 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1673771.250000 Penalty: 3376.713135
	Iteration 23Q: 3 clusters Score -1673771 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1673821.375000 Penalty: 3376.713135
	Iteration 24Q: 3 clusters Score -1673821 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1673865.625000 Penalty: 3376.713135
	Iteration 25Q: 3 clusters Score -1673866 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1673900.000000 Penalty: 3376.713135
	Iteration 26Q: 3 clusters Score -1673900 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1673926.875000 Penalty: 3376.713135
	Iteration 27Q: 3 clusters Score -1673927 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1673956.125000 Penalty: 3376.713135
	Iteration 28Q: 3 clusters Score -1673956 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1673969.875000 Penalty: 3376.713135
	Iteration 29Q: 3 clusters Score -1673970 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1674003.125000 Penalty: 3376.713135
	Iteration 30Q: 3 clusters Score -1674003 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1674033.000000 Penalty: 3376.713135
	Iteration 31Q: 3 clusters Score -1674033 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1674060.750000 Penalty: 3376.713135
	Iteration 32Q: 3 clusters Score -1674061 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1674098.500000 Penalty: 3376.713135
	Iteration 33Q: 3 clusters Score -1674098 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1674130.250000 Penalty: 3376.713135
	Iteration 34Q: 3 clusters Score -1674130 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1674153.250000 Penalty: 3376.713135
	Iteration 35Q: 3 clusters Score -1674153 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1674172.250000 Penalty: 3376.713135
	Iteration 36Q: 3 clusters Score -1674172 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1674187.125000 Penalty: 3376.713135
	Iteration 37Q: 3 clusters Score -1674187 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1674202.625000 Penalty: 3376.713135
	Iteration 38Q: 3 clusters Score -1674203 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1674221.875000 Penalty: 3376.713135
	Iteration 39Q: 3 clusters Score -1674222 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1674236.125000 Penalty: 3376.713135
	Iteration 40F: 3 clusters Score -1674236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1674249.625000 Penalty: 3376.713135
	Iteration 41Q: 3 clusters Score -1674250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1674257.875000 Penalty: 3376.713135
	Iteration 42Q: 3 clusters Score -1674258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1674261.375000 Penalty: 3376.713135
	Iteration 43Q: 3 clusters Score -1674261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1674266.000000 Penalty: 3376.713135
	Iteration 44Q: 3 clusters Score -1674266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1674273.500000 Penalty: 3376.713135
	Iteration 45Q: 3 clusters Score -1674274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1674281.375000 Penalty: 3376.713135
	Iteration 46Q: 3 clusters Score -1674281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1674284.000000 Penalty: 3376.713135
	Iteration 47Q: 3 clusters Score -1674284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1674284.875000 Penalty: 3376.713135
	Iteration 48Q: 3 clusters Score -1674285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1674289.375000 Penalty: 3376.713135
	Iteration 49Q: 3 clusters Score -1674289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1674289.375000 Penalty: 3376.713135
	Iteration 50Q: 3 clusters Score -1674289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1674288.000000 Penalty: 3376.713135
	Iteration 51Q: 3 clusters Score -1674288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1674292.375000 Penalty: 3376.713135
	Iteration 52Q: 3 clusters Score -1674292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1674289.625000 Penalty: 3376.713135
	Iteration 53Q: 3 clusters Score -1674290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1674296.000000 Penalty: 3376.713135
	Iteration 54Q: 3 clusters Score -1674296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1674297.125000 Penalty: 3376.713135
	Iteration 55Q: 3 clusters Score -1674297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1674297.250000 Penalty: 3376.713135
	Iteration 56Q: 3 clusters Score -1674297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1674300.250000 Penalty: 3376.713135
	Iteration 57Q: 3 clusters Score -1674300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1674304.750000 Penalty: 3376.713135
	Iteration 58Q: 3 clusters Score -1674305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1674306.250000 Penalty: 3376.713135
	Iteration 59Q: 3 clusters Score -1674306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1674309.750000 Penalty: 3376.713135
	Iteration 60F: 3 clusters Score -1674310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1674309.375000 Penalty: 3376.713135
	Iteration 61Q: 3 clusters Score -1674309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1674309.625000 Penalty: 3376.713135
	Iteration 62Q: 3 clusters Score -1674310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1674309.750000 Penalty: 3376.713135
	Iteration 63Q: 3 clusters Score -1674310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1674311.625000 Penalty: 3376.713135
	Iteration 64Q: 3 clusters Score -1674312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1674312.625000 Penalty: 3376.713135
	Iteration 65Q: 3 clusters Score -1674313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1674314.875000 Penalty: 3376.713135
	Iteration 66Q: 3 clusters Score -1674315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1674318.250000 Penalty: 3376.713135
	Iteration 67Q: 3 clusters Score -1674318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1674317.500000 Penalty: 3376.713135
	Iteration 68Q: 3 clusters Score -1674318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1674322.000000 Penalty: 3376.713135
	Iteration 69Q: 3 clusters Score -1674322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1674323.875000 Penalty: 3376.713135
	Iteration 70Q: 3 clusters Score -1674324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1674324.750000 Penalty: 3376.713135
	Iteration 71Q: 3 clusters Score -1674325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1674323.750000 Penalty: 3376.713135
	Iteration 72Q: 3 clusters Score -1674324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1674323.375000 Penalty: 3376.713135
	Iteration 73Q: 3 clusters Score -1674323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1674323.875000 Penalty: 3376.713135
	Iteration 74Q: 3 clusters Score -1674324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1674323.875000 Penalty: 3376.713135
	Iteration 75F: 3 clusters Score -1674324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Entering Unmasked Estep 
Score: -456785.937500 Penalty: 1470.995850
	Iteration 0F: 2 clusters Score -456785.9 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 4343 members 
Entering Unmasked Estep 
Score: -450626.000000 Penalty: 2941.991699
	Iteration 0F: 3 clusters Score -450626 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -452477.687500 Penalty: 2941.991699
	Iteration 1F: 3 clusters Score -452477.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -452662.312500 Penalty: 2941.991699
	Iteration 2F: 3 clusters Score -452662.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -452814.437500 Penalty: 2941.991699
	Iteration 3Q: 3 clusters Score -452814.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -452981.968750 Penalty: 2941.991699
	Iteration 4Q: 3 clusters Score -452982 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -453162.312500 Penalty: 2941.991699
	Iteration 5Q: 3 clusters Score -453162.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -453371.000000 Penalty: 2941.991699
	Iteration 6Q: 3 clusters Score -453371 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -453582.156250 Penalty: 2941.991699
	Iteration 7Q: 3 clusters Score -453582.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -453824.062500 Penalty: 2941.991699
	Iteration 8Q: 3 clusters Score -453824.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -454077.718750 Penalty: 2941.991699
	Iteration 9Q: 3 clusters Score -454077.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -454369.750000 Penalty: 2941.991699
	Iteration 10Q: 3 clusters Score -454369.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -454662.000000 Penalty: 2941.991699
	Iteration 11Q: 3 clusters Score -454662 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -454923.468750 Penalty: 2941.991699
	Iteration 12Q: 3 clusters Score -454923.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -455095.593750 Penalty: 2941.991699
	Iteration 13Q: 3 clusters Score -455095.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -455223.812500 Penalty: 2941.991699
	Iteration 14Q: 3 clusters Score -455223.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -455299.781250 Penalty: 2941.991699
	Iteration 15Q: 3 clusters Score -455299.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -455357.500000 Penalty: 2941.991699
	Iteration 16Q: 3 clusters Score -455357.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -455404.125000 Penalty: 2941.991699
	Iteration 17Q: 3 clusters Score -455404.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -455436.437500 Penalty: 2941.991699
	Iteration 18Q: 3 clusters Score -455436.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -455454.562500 Penalty: 2941.991699
	Iteration 19Q: 3 clusters Score -455454.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -455469.531250 Penalty: 2941.991699
	Iteration 20F: 3 clusters Score -455469.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -455485.343750 Penalty: 2941.991699
	Iteration 21Q: 3 clusters Score -455485.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -455496.906250 Penalty: 2941.991699
	Iteration 22Q: 3 clusters Score -455496.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -455505.468750 Penalty: 2941.991699
	Iteration 23Q: 3 clusters Score -455505.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -455507.875000 Penalty: 2941.991699
	Iteration 24Q: 3 clusters Score -455507.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -455511.093750 Penalty: 2941.991699
	Iteration 25Q: 3 clusters Score -455511.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -455512.968750 Penalty: 2941.991699
	Iteration 26Q: 3 clusters Score -455513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -455513.312500 Penalty: 2941.991699
	Iteration 27Q: 3 clusters Score -455513.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -455513.531250 Penalty: 2941.991699
	Iteration 28Q: 3 clusters Score -455513.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -455513.531250 Penalty: 2941.991699
	Iteration 29F: 3 clusters Score -455513.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Entering Unmasked Estep 
Score: -503551.500000 Penalty: 1505.118530
	Iteration 0F: 2 clusters Score -503551.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -496061.750000 Penalty: 3010.237061
	Iteration 0F: 3 clusters Score -496061.8 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -498590.906250 Penalty: 3010.237061
	Iteration 1F: 3 clusters Score -498590.9 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -499033.750000 Penalty: 3010.237061
	Iteration 2F: 3 clusters Score -499033.8 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -499622.968750 Penalty: 3010.237061
	Iteration 3F: 3 clusters Score -499623 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -500374.656250 Penalty: 3010.237061
	Iteration 4F: 3 clusters Score -500374.7 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -501239.093750 Penalty: 3010.237061
	Iteration 5F: 3 clusters Score -501239.1 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -502041.468750 Penalty: 3010.237061
	Iteration 6F: 3 clusters Score -502041.5 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -502717.406250 Penalty: 3010.237061
	Iteration 7F: 3 clusters Score -502717.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -503212.062500 Penalty: 3010.237061
	Iteration 8Q: 3 clusters Score -503212.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -503477.875000 Penalty: 3010.237061
	Iteration 9Q: 3 clusters Score -503477.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -503610.250000 Penalty: 3010.237061
	Iteration 10Q: 3 clusters Score -503610.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -503686.718750 Penalty: 3010.237061
	Iteration 11Q: 3 clusters Score -503686.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -503730.312500 Penalty: 3010.237061
	Iteration 12Q: 3 clusters Score -503730.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -503755.375000 Penalty: 3010.237061
	Iteration 13Q: 3 clusters Score -503755.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -503775.875000 Penalty: 3010.237061
	Iteration 14Q: 3 clusters Score -503775.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -503785.468750 Penalty: 3010.237061
	Iteration 15Q: 3 clusters Score -503785.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -503795.562500 Penalty: 3010.237061
	Iteration 16Q: 3 clusters Score -503795.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -503798.031250 Penalty: 3010.237061
	Iteration 17Q: 3 clusters Score -503798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -503800.437500 Penalty: 3010.237061
	Iteration 18Q: 3 clusters Score -503800.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -503802.656250 Penalty: 3010.237061
	Iteration 19Q: 3 clusters Score -503802.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -503803.437500 Penalty: 3010.237061
	Iteration 20F: 3 clusters Score -503803.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -503802.468750 Penalty: 3010.237061
	Iteration 21Q: 3 clusters Score -503802.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -503802.625000 Penalty: 3010.237061
	Iteration 22Q: 3 clusters Score -503802.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -503803.406250 Penalty: 3010.237061
	Iteration 23Q: 3 clusters Score -503803.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -503804.656250 Penalty: 3010.237061
	Iteration 24Q: 3 clusters Score -503804.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -503805.000000 Penalty: 3010.237061
	Iteration 25Q: 3 clusters Score -503805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -503805.000000 Penalty: 3010.237061
	Iteration 26F: 3 clusters Score -503805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87093 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 7490 members 
Mstep: Class 4 contains 10510 members 
Mstep: Class 5 contains 60309 members 
Mstep: Class 6 contains 28611 members 
Mstep: Class 7 contains 32529 members 
Mstep: Class 8 contains 8538 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 15375 members 
Mstep: Class 11 contains 9810 members 
Mstep: Class 12 contains 2099 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 7082 members 
Mstep: Class 15 contains 80626 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 14321 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107596 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 6696 members 
Mstep: Class 22 contains 188045 members 
Mstep: Class 23 contains 4459 members 
Mstep: Class 24 contains 1558 members 
Mstep: Class 25 contains 8582 members 
Mstep: Class 26 contains 685 members 
Mstep: Class 27 contains 8318 members 
Entering Unmasked Estep 
Score: -35940644.000000 Penalty: 59117.878906
Splitting cluster 9 changes total score from -35941108.000000 to -35940644.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (15375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Entering Unmasked Estep 
Score: -835178.250000 Penalty: 1566.580933
	Iteration 0F: 2 clusters Score -835178.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -824473.937500 Penalty: 3133.161865
	Iteration 0F: 3 clusters Score -824473.9 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -828364.125000 Penalty: 3133.161865
	Iteration 1F: 3 clusters Score -828364.1 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -828770.312500 Penalty: 3133.161865
	Iteration 2F: 3 clusters Score -828770.3 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -829162.500000 Penalty: 3133.161865
	Iteration 3F: 3 clusters Score -829162.5 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -829535.625000 Penalty: 3133.161865
	Iteration 4F: 3 clusters Score -829535.6 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -829941.375000 Penalty: 3133.161865
	Iteration 5F: 3 clusters Score -829941.4 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -830344.000000 Penalty: 3133.161865
	Iteration 6Q: 3 clusters Score -830344 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -830764.250000 Penalty: 3133.161865
	Iteration 7Q: 3 clusters Score -830764.2 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -831220.625000 Penalty: 3133.161865
	Iteration 8Q: 3 clusters Score -831220.6 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -831664.375000 Penalty: 3133.161865
	Iteration 9Q: 3 clusters Score -831664.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -832094.187500 Penalty: 3133.161865
	Iteration 10Q: 3 clusters Score -832094.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -832493.750000 Penalty: 3133.161865
	Iteration 11Q: 3 clusters Score -832493.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -832839.125000 Penalty: 3133.161865
	Iteration 12Q: 3 clusters Score -832839.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -833137.062500 Penalty: 3133.161865
	Iteration 13Q: 3 clusters Score -833137.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -833375.250000 Penalty: 3133.161865
	Iteration 14Q: 3 clusters Score -833375.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -833528.250000 Penalty: 3133.161865
	Iteration 15Q: 3 clusters Score -833528.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -833643.625000 Penalty: 3133.161865
	Iteration 16Q: 3 clusters Score -833643.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -833737.625000 Penalty: 3133.161865
	Iteration 17Q: 3 clusters Score -833737.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -833783.312500 Penalty: 3133.161865
	Iteration 18Q: 3 clusters Score -833783.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -833812.750000 Penalty: 3133.161865
	Iteration 19Q: 3 clusters Score -833812.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -833835.250000 Penalty: 3133.161865
	Iteration 20F: 3 clusters Score -833835.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -833850.312500 Penalty: 3133.161865
	Iteration 21Q: 3 clusters Score -833850.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -833857.312500 Penalty: 3133.161865
	Iteration 22Q: 3 clusters Score -833857.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -833861.250000 Penalty: 3133.161865
	Iteration 23Q: 3 clusters Score -833861.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -833864.687500 Penalty: 3133.161865
	Iteration 24Q: 3 clusters Score -833864.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -833868.500000 Penalty: 3133.161865
	Iteration 25Q: 3 clusters Score -833868.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -833869.062500 Penalty: 3133.161865
	Iteration 26Q: 3 clusters Score -833869.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -833869.062500 Penalty: 3133.161865
	Iteration 27F: 3 clusters Score -833869.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Entering Unmasked Estep 
Score: -451737.375000 Penalty: 1493.563110
	Iteration 0F: 2 clusters Score -451737.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -444736.156250 Penalty: 2987.126221
	Iteration 0F: 3 clusters Score -444736.2 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -447046.468750 Penalty: 2987.126221
	Iteration 1F: 3 clusters Score -447046.5 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -447265.687500 Penalty: 2987.126221
	Iteration 2F: 3 clusters Score -447265.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -447428.625000 Penalty: 2987.126221
	Iteration 3Q: 3 clusters Score -447428.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -447551.937500 Penalty: 2987.126221
	Iteration 4Q: 3 clusters Score -447551.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -447655.312500 Penalty: 2987.126221
	Iteration 5Q: 3 clusters Score -447655.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -447742.750000 Penalty: 2987.126221
	Iteration 6Q: 3 clusters Score -447742.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -447823.750000 Penalty: 2987.126221
	Iteration 7Q: 3 clusters Score -447823.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -447886.625000 Penalty: 2987.126221
	Iteration 8Q: 3 clusters Score -447886.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -447948.968750 Penalty: 2987.126221
	Iteration 9Q: 3 clusters Score -447949 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -448012.062500 Penalty: 2987.126221
	Iteration 10Q: 3 clusters Score -448012.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -448080.156250 Penalty: 2987.126221
	Iteration 11Q: 3 clusters Score -448080.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -448177.937500 Penalty: 2987.126221
	Iteration 12Q: 3 clusters Score -448177.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -448314.687500 Penalty: 2987.126221
	Iteration 13Q: 3 clusters Score -448314.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -448495.656250 Penalty: 2987.126221
	Iteration 14Q: 3 clusters Score -448495.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -448706.500000 Penalty: 2987.126221
	Iteration 15Q: 3 clusters Score -448706.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -448956.187500 Penalty: 2987.126221
	Iteration 16Q: 3 clusters Score -448956.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -449188.187500 Penalty: 2987.126221
	Iteration 17Q: 3 clusters Score -449188.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -449405.281250 Penalty: 2987.126221
	Iteration 18Q: 3 clusters Score -449405.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -449603.468750 Penalty: 2987.126221
	Iteration 19Q: 3 clusters Score -449603.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -449789.781250 Penalty: 2987.126221
	Iteration 20F: 3 clusters Score -449789.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -449936.562500 Penalty: 2987.126221
	Iteration 21Q: 3 clusters Score -449936.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -450055.656250 Penalty: 2987.126221
	Iteration 22Q: 3 clusters Score -450055.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -450186.187500 Penalty: 2987.126221
	Iteration 23Q: 3 clusters Score -450186.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -450292.187500 Penalty: 2987.126221
	Iteration 24Q: 3 clusters Score -450292.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -450385.156250 Penalty: 2987.126221
	Iteration 25Q: 3 clusters Score -450385.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -450453.687500 Penalty: 2987.126221
	Iteration 26Q: 3 clusters Score -450453.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -450497.531250 Penalty: 2987.126221
	Iteration 27Q: 3 clusters Score -450497.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -450534.843750 Penalty: 2987.126221
	Iteration 28Q: 3 clusters Score -450534.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -450557.187500 Penalty: 2987.126221
	Iteration 29Q: 3 clusters Score -450557.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -450570.437500 Penalty: 2987.126221
	Iteration 30Q: 3 clusters Score -450570.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -450580.343750 Penalty: 2987.126221
	Iteration 31Q: 3 clusters Score -450580.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -450586.500000 Penalty: 2987.126221
	Iteration 32Q: 3 clusters Score -450586.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -450594.156250 Penalty: 2987.126221
	Iteration 33Q: 3 clusters Score -450594.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -450602.406250 Penalty: 2987.126221
	Iteration 34Q: 3 clusters Score -450602.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -450607.343750 Penalty: 2987.126221
	Iteration 35Q: 3 clusters Score -450607.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -450611.500000 Penalty: 2987.126221
	Iteration 36Q: 3 clusters Score -450611.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -450613.718750 Penalty: 2987.126221
	Iteration 37Q: 3 clusters Score -450613.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -450616.375000 Penalty: 2987.126221
	Iteration 38Q: 3 clusters Score -450616.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -450616.562500 Penalty: 2987.126221
	Iteration 39Q: 3 clusters Score -450616.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -450618.781250 Penalty: 2987.126221
	Iteration 40F: 3 clusters Score -450618.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Entering Unmasked Estep 
Score: -100938.726562 Penalty: 1242.997681
	Iteration 0F: 2 clusters Score -100938.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -98814.281250 Penalty: 2485.995361
	Iteration 0F: 3 clusters Score -98814.28 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -99392.179688 Penalty: 2485.995361
	Iteration 1F: 3 clusters Score -99392.18 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -99742.117188 Penalty: 2485.995361
	Iteration 2F: 3 clusters Score -99742.12 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -100006.320312 Penalty: 2485.995361
	Iteration 3F: 3 clusters Score -100006.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -100223.656250 Penalty: 2485.995361
	Iteration 4F: 3 clusters Score -100223.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -100369.148438 Penalty: 2485.995361
	Iteration 5F: 3 clusters Score -100369.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -100475.875000 Penalty: 2485.995361
	Iteration 6Q: 3 clusters Score -100475.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -100557.250000 Penalty: 2485.995361
	Iteration 7Q: 3 clusters Score -100557.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -100606.968750 Penalty: 2485.995361
	Iteration 8Q: 3 clusters Score -100607 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -100637.656250 Penalty: 2485.995361
	Iteration 9Q: 3 clusters Score -100637.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -100664.289062 Penalty: 2485.995361
	Iteration 10Q: 3 clusters Score -100664.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -100688.093750 Penalty: 2485.995361
	Iteration 11Q: 3 clusters Score -100688.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -100710.054688 Penalty: 2485.995361
	Iteration 12Q: 3 clusters Score -100710.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -100727.664062 Penalty: 2485.995361
	Iteration 13Q: 3 clusters Score -100727.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -100746.218750 Penalty: 2485.995361
	Iteration 14Q: 3 clusters Score -100746.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -100763.632812 Penalty: 2485.995361
	Iteration 15Q: 3 clusters Score -100763.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -100775.382812 Penalty: 2485.995361
	Iteration 16Q: 3 clusters Score -100775.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -100781.710938 Penalty: 2485.995361
	Iteration 17Q: 3 clusters Score -100781.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -100788.031250 Penalty: 2485.995361
	Iteration 18Q: 3 clusters Score -100788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -100796.414062 Penalty: 2485.995361
	Iteration 19Q: 3 clusters Score -100796.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -100812.375000 Penalty: 2485.995361
	Iteration 20F: 3 clusters Score -100812.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -100823.304688 Penalty: 2485.995361
	Iteration 21Q: 3 clusters Score -100823.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -100833.804688 Penalty: 2485.995361
	Iteration 22Q: 3 clusters Score -100833.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -100842.062500 Penalty: 2485.995361
	Iteration 23Q: 3 clusters Score -100842.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -100849.500000 Penalty: 2485.995361
	Iteration 24Q: 3 clusters Score -100849.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -100853.679688 Penalty: 2485.995361
	Iteration 25Q: 3 clusters Score -100853.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -100855.984375 Penalty: 2485.995361
	Iteration 26Q: 3 clusters Score -100856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -100858.851562 Penalty: 2485.995361
	Iteration 27Q: 3 clusters Score -100858.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -100860.757812 Penalty: 2485.995361
	Iteration 28Q: 3 clusters Score -100860.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -100865.726562 Penalty: 2485.995361
	Iteration 29Q: 3 clusters Score -100865.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -100868.382812 Penalty: 2485.995361
	Iteration 30Q: 3 clusters Score -100868.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -100872.976562 Penalty: 2485.995361
	Iteration 31Q: 3 clusters Score -100873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -100874.375000 Penalty: 2485.995361
	Iteration 32Q: 3 clusters Score -100874.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -100875.859375 Penalty: 2485.995361
	Iteration 33Q: 3 clusters Score -100875.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -100875.859375 Penalty: 2485.995361
	Iteration 34F: 3 clusters Score -100875.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Entering Unmasked Estep 
Score: -249724.000000 Penalty: 1371.656006
	Iteration 0F: 2 clusters Score -249724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -245975.515625 Penalty: 2743.312012
	Iteration 0F: 3 clusters Score -245975.5 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -246966.828125 Penalty: 2743.312012
	Iteration 1F: 3 clusters Score -246966.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -247139.656250 Penalty: 2743.312012
	Iteration 2F: 3 clusters Score -247139.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -247259.859375 Penalty: 2743.312012
	Iteration 3Q: 3 clusters Score -247259.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -247375.312500 Penalty: 2743.312012
	Iteration 4Q: 3 clusters Score -247375.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -247481.140625 Penalty: 2743.312012
	Iteration 5Q: 3 clusters Score -247481.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -247580.750000 Penalty: 2743.312012
	Iteration 6Q: 3 clusters Score -247580.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -247678.375000 Penalty: 2743.312012
	Iteration 7Q: 3 clusters Score -247678.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -247795.671875 Penalty: 2743.312012
	Iteration 8Q: 3 clusters Score -247795.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -247895.625000 Penalty: 2743.312012
	Iteration 9Q: 3 clusters Score -247895.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -247987.218750 Penalty: 2743.312012
	Iteration 10Q: 3 clusters Score -247987.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -248075.218750 Penalty: 2743.312012
	Iteration 11Q: 3 clusters Score -248075.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -248154.828125 Penalty: 2743.312012
	Iteration 12Q: 3 clusters Score -248154.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -248230.578125 Penalty: 2743.312012
	Iteration 13Q: 3 clusters Score -248230.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -248292.468750 Penalty: 2743.312012
	Iteration 14Q: 3 clusters Score -248292.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -248343.890625 Penalty: 2743.312012
	Iteration 15Q: 3 clusters Score -248343.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -248387.468750 Penalty: 2743.312012
	Iteration 16Q: 3 clusters Score -248387.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -248424.484375 Penalty: 2743.312012
	Iteration 17Q: 3 clusters Score -248424.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -248462.328125 Penalty: 2743.312012
	Iteration 18Q: 3 clusters Score -248462.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -248500.484375 Penalty: 2743.312012
	Iteration 19Q: 3 clusters Score -248500.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -248528.984375 Penalty: 2743.312012
	Iteration 20F: 3 clusters Score -248529 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -248548.625000 Penalty: 2743.312012
	Iteration 21Q: 3 clusters Score -248548.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -248565.609375 Penalty: 2743.312012
	Iteration 22Q: 3 clusters Score -248565.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -248580.296875 Penalty: 2743.312012
	Iteration 23Q: 3 clusters Score -248580.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -248595.609375 Penalty: 2743.312012
	Iteration 24Q: 3 clusters Score -248595.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -248606.062500 Penalty: 2743.312012
	Iteration 25Q: 3 clusters Score -248606.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -248613.031250 Penalty: 2743.312012
	Iteration 26Q: 3 clusters Score -248613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -248619.812500 Penalty: 2743.312012
	Iteration 27Q: 3 clusters Score -248619.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -248626.546875 Penalty: 2743.312012
	Iteration 28Q: 3 clusters Score -248626.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -248633.015625 Penalty: 2743.312012
	Iteration 29Q: 3 clusters Score -248633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -248638.859375 Penalty: 2743.312012
	Iteration 30Q: 3 clusters Score -248638.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -248644.250000 Penalty: 2743.312012
	Iteration 31Q: 3 clusters Score -248644.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -248648.906250 Penalty: 2743.312012
	Iteration 32Q: 3 clusters Score -248648.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -248655.234375 Penalty: 2743.312012
	Iteration 33Q: 3 clusters Score -248655.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -248664.171875 Penalty: 2743.312012
	Iteration 34Q: 3 clusters Score -248664.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -248668.953125 Penalty: 2743.312012
	Iteration 35Q: 3 clusters Score -248669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -248672.703125 Penalty: 2743.312012
	Iteration 36Q: 3 clusters Score -248672.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -248674.921875 Penalty: 2743.312012
	Iteration 37Q: 3 clusters Score -248674.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -248676.953125 Penalty: 2743.312012
	Iteration 38Q: 3 clusters Score -248677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -248678.171875 Penalty: 2743.312012
	Iteration 39Q: 3 clusters Score -248678.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -248679.531250 Penalty: 2743.312012
	Iteration 40F: 3 clusters Score -248679.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -248680.843750 Penalty: 2743.312012
	Iteration 41Q: 3 clusters Score -248680.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -248682.015625 Penalty: 2743.312012
	Iteration 42Q: 3 clusters Score -248682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -248682.015625 Penalty: 2743.312012
	Iteration 43F: 3 clusters Score -248682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Entering Unmasked Estep 
Score: -311060.593750 Penalty: 1440.613159
	Iteration 0F: 2 clusters Score -311060.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -305738.343750 Penalty: 2881.226318
	Iteration 0F: 3 clusters Score -305738.3 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -307468.156250 Penalty: 2881.226318
	Iteration 1F: 3 clusters Score -307468.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -307714.062500 Penalty: 2881.226318
	Iteration 2F: 3 clusters Score -307714.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -307939.343750 Penalty: 2881.226318
	Iteration 3F: 3 clusters Score -307939.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -308168.406250 Penalty: 2881.226318
	Iteration 4F: 3 clusters Score -308168.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -308356.375000 Penalty: 2881.226318
	Iteration 5F: 3 clusters Score -308356.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -308521.062500 Penalty: 2881.226318
	Iteration 6Q: 3 clusters Score -308521.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -308681.093750 Penalty: 2881.226318
	Iteration 7Q: 3 clusters Score -308681.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -308827.218750 Penalty: 2881.226318
	Iteration 8Q: 3 clusters Score -308827.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -308954.093750 Penalty: 2881.226318
	Iteration 9Q: 3 clusters Score -308954.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -309065.968750 Penalty: 2881.226318
	Iteration 10Q: 3 clusters Score -309066 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -309173.437500 Penalty: 2881.226318
	Iteration 11Q: 3 clusters Score -309173.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -309252.812500 Penalty: 2881.226318
	Iteration 12Q: 3 clusters Score -309252.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -309313.562500 Penalty: 2881.226318
	Iteration 13Q: 3 clusters Score -309313.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -309370.250000 Penalty: 2881.226318
	Iteration 14Q: 3 clusters Score -309370.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -309410.468750 Penalty: 2881.226318
	Iteration 15Q: 3 clusters Score -309410.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -309441.031250 Penalty: 2881.226318
	Iteration 16Q: 3 clusters Score -309441 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -309462.968750 Penalty: 2881.226318
	Iteration 17Q: 3 clusters Score -309463 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -309479.906250 Penalty: 2881.226318
	Iteration 18Q: 3 clusters Score -309479.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -309490.875000 Penalty: 2881.226318
	Iteration 19Q: 3 clusters Score -309490.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -309502.968750 Penalty: 2881.226318
	Iteration 20F: 3 clusters Score -309503 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -309514.437500 Penalty: 2881.226318
	Iteration 21Q: 3 clusters Score -309514.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -309521.125000 Penalty: 2881.226318
	Iteration 22Q: 3 clusters Score -309521.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -309528.062500 Penalty: 2881.226318
	Iteration 23Q: 3 clusters Score -309528.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -309534.000000 Penalty: 2881.226318
	Iteration 24Q: 3 clusters Score -309534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -309543.875000 Penalty: 2881.226318
	Iteration 25Q: 3 clusters Score -309543.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -309554.406250 Penalty: 2881.226318
	Iteration 26Q: 3 clusters Score -309554.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -309563.531250 Penalty: 2881.226318
	Iteration 27Q: 3 clusters Score -309563.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -309574.312500 Penalty: 2881.226318
	Iteration 28Q: 3 clusters Score -309574.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -309584.031250 Penalty: 2881.226318
	Iteration 29Q: 3 clusters Score -309584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -309595.781250 Penalty: 2881.226318
	Iteration 30Q: 3 clusters Score -309595.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -309608.843750 Penalty: 2881.226318
	Iteration 31Q: 3 clusters Score -309608.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -309623.750000 Penalty: 2881.226318
	Iteration 32Q: 3 clusters Score -309623.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -309636.937500 Penalty: 2881.226318
	Iteration 33Q: 3 clusters Score -309636.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -309655.812500 Penalty: 2881.226318
	Iteration 34Q: 3 clusters Score -309655.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -309674.375000 Penalty: 2881.226318
	Iteration 35Q: 3 clusters Score -309674.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -309702.125000 Penalty: 2881.226318
	Iteration 36Q: 3 clusters Score -309702.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -309732.093750 Penalty: 2881.226318
	Iteration 37Q: 3 clusters Score -309732.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -309762.437500 Penalty: 2881.226318
	Iteration 38Q: 3 clusters Score -309762.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -309793.968750 Penalty: 2881.226318
	Iteration 39Q: 3 clusters Score -309794 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -309824.718750 Penalty: 2881.226318
	Iteration 40F: 3 clusters Score -309824.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -309858.187500 Penalty: 2881.226318
	Iteration 41Q: 3 clusters Score -309858.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -309889.656250 Penalty: 2881.226318
	Iteration 42Q: 3 clusters Score -309889.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -309913.437500 Penalty: 2881.226318
	Iteration 43Q: 3 clusters Score -309913.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -309927.781250 Penalty: 2881.226318
	Iteration 44Q: 3 clusters Score -309927.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -309941.250000 Penalty: 2881.226318
	Iteration 45Q: 3 clusters Score -309941.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -309949.812500 Penalty: 2881.226318
	Iteration 46Q: 3 clusters Score -309949.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -309961.000000 Penalty: 2881.226318
	Iteration 47Q: 3 clusters Score -309961 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -309968.937500 Penalty: 2881.226318
	Iteration 48Q: 3 clusters Score -309968.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -309975.468750 Penalty: 2881.226318
	Iteration 49Q: 3 clusters Score -309975.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -309980.750000 Penalty: 2881.226318
	Iteration 50Q: 3 clusters Score -309980.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -309986.812500 Penalty: 2881.226318
	Iteration 51Q: 3 clusters Score -309986.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -309992.406250 Penalty: 2881.226318
	Iteration 52Q: 3 clusters Score -309992.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -309997.343750 Penalty: 2881.226318
	Iteration 53Q: 3 clusters Score -309997.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -310004.031250 Penalty: 2881.226318
	Iteration 54Q: 3 clusters Score -310004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -310009.343750 Penalty: 2881.226318
	Iteration 55Q: 3 clusters Score -310009.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -310012.156250 Penalty: 2881.226318
	Iteration 56Q: 3 clusters Score -310012.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -310014.031250 Penalty: 2881.226318
	Iteration 57Q: 3 clusters Score -310014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -310015.718750 Penalty: 2881.226318
	Iteration 58Q: 3 clusters Score -310015.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -310015.437500 Penalty: 2881.226318
	Iteration 59Q: 3 clusters Score -310015.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -310016.093750 Penalty: 2881.226318
	Iteration 60F: 3 clusters Score -310016.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (80626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80626 members 
Entering Unmasked Estep 
Score: -4308094.000000 Penalty: 1835.856201
	Iteration 0F: 2 clusters Score -4308094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -4254154.000000 Penalty: 3671.712402
	Iteration 0F: 3 clusters Score -4254154 nChanged 38455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -4276738.000000 Penalty: 3671.712402
	Iteration 1F: 3 clusters Score -4276738 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -4277999.500000 Penalty: 3671.712402
	Iteration 2Q: 3 clusters Score -4278000 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -4279788.000000 Penalty: 3671.712402
	Iteration 3Q: 3 clusters Score -4279788 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -4282421.500000 Penalty: 3671.712402
	Iteration 4F: 3 clusters Score -4282422 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54392 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -4286201.000000 Penalty: 3671.712402
	Iteration 5F: 3 clusters Score -4286201 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58863 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -4291037.000000 Penalty: 3671.712402
	Iteration 6F: 3 clusters Score -4291037 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62736 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -4295719.000000 Penalty: 3671.712402
	Iteration 7F: 3 clusters Score -4295719 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65513 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -4299239.500000 Penalty: 3671.712402
	Iteration 8Q: 3 clusters Score -4299240 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67406 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -4301076.000000 Penalty: 3671.712402
	Iteration 9Q: 3 clusters Score -4301076 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68952 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -4302189.000000 Penalty: 3671.712402
	Iteration 10Q: 3 clusters Score -4302189 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70264 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -4302940.500000 Penalty: 3671.712402
	Iteration 11Q: 3 clusters Score -4302940 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71407 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -4303538.500000 Penalty: 3671.712402
	Iteration 12Q: 3 clusters Score -4303538 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72472 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -4304078.500000 Penalty: 3671.712402
	Iteration 13Q: 3 clusters Score -4304078 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -4304496.500000 Penalty: 3671.712402
	Iteration 14Q: 3 clusters Score -4304496 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74178 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -4304846.500000 Penalty: 3671.712402
	Iteration 15Q: 3 clusters Score -4304846 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74883 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -4305129.000000 Penalty: 3671.712402
	Iteration 16Q: 3 clusters Score -4305129 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75474 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -4305373.500000 Penalty: 3671.712402
	Iteration 17Q: 3 clusters Score -4305374 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76006 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -4305592.500000 Penalty: 3671.712402
	Iteration 18Q: 3 clusters Score -4305592 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -4305810.500000 Penalty: 3671.712402
	Iteration 19Q: 3 clusters Score -4305810 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76923 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -4305977.500000 Penalty: 3671.712402
	Iteration 20F: 3 clusters Score -4305978 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77271 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -4306100.500000 Penalty: 3671.712402
	Iteration 21Q: 3 clusters Score -4306100 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77570 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -4306194.500000 Penalty: 3671.712402
	Iteration 22Q: 3 clusters Score -4306194 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77833 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -4306260.500000 Penalty: 3671.712402
	Iteration 23Q: 3 clusters Score -4306260 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78049 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -4306335.000000 Penalty: 3671.712402
	Iteration 24Q: 3 clusters Score -4306335 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78229 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4306398.000000 Penalty: 3671.712402
	Iteration 25Q: 3 clusters Score -4306398 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78373 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -4306440.500000 Penalty: 3671.712402
	Iteration 26Q: 3 clusters Score -4306440 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78499 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -4306464.000000 Penalty: 3671.712402
	Iteration 27Q: 3 clusters Score -4306464 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78598 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4306483.000000 Penalty: 3671.712402
	Iteration 28Q: 3 clusters Score -4306483 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78680 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4306509.500000 Penalty: 3671.712402
	Iteration 29Q: 3 clusters Score -4306510 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78750 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4306531.000000 Penalty: 3671.712402
	Iteration 30Q: 3 clusters Score -4306531 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78805 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4306545.500000 Penalty: 3671.712402
	Iteration 31Q: 3 clusters Score -4306546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78856 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4306561.000000 Penalty: 3671.712402
	Iteration 32Q: 3 clusters Score -4306561 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78905 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4306572.500000 Penalty: 3671.712402
	Iteration 33Q: 3 clusters Score -4306572 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78957 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4306585.500000 Penalty: 3671.712402
	Iteration 34Q: 3 clusters Score -4306586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79002 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4306592.000000 Penalty: 3671.712402
	Iteration 35Q: 3 clusters Score -4306592 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79046 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4306609.500000 Penalty: 3671.712402
	Iteration 36Q: 3 clusters Score -4306610 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79083 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4306625.000000 Penalty: 3671.712402
	Iteration 37Q: 3 clusters Score -4306625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79103 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4306634.000000 Penalty: 3671.712402
	Iteration 38Q: 3 clusters Score -4306634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79126 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4306646.000000 Penalty: 3671.712402
	Iteration 39Q: 3 clusters Score -4306646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79145 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4306647.000000 Penalty: 3671.712402
	Iteration 40F: 3 clusters Score -4306647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79163 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4306649.000000 Penalty: 3671.712402
	Iteration 41Q: 3 clusters Score -4306649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4306651.500000 Penalty: 3671.712402
	Iteration 42Q: 3 clusters Score -4306652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79183 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4306650.500000 Penalty: 3671.712402
	Iteration 43Q: 3 clusters Score -4306650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79191 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4306653.000000 Penalty: 3671.712402
	Iteration 44Q: 3 clusters Score -4306653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79194 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4306653.000000 Penalty: 3671.712402
	Iteration 45Q: 3 clusters Score -4306653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79205 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4306657.500000 Penalty: 3671.712402
	Iteration 46Q: 3 clusters Score -4306658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79210 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4306654.000000 Penalty: 3671.712402
	Iteration 47Q: 3 clusters Score -4306654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79215 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4306656.500000 Penalty: 3671.712402
	Iteration 48Q: 3 clusters Score -4306656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79219 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4306659.500000 Penalty: 3671.712402
	Iteration 49Q: 3 clusters Score -4306660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79224 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4306665.500000 Penalty: 3671.712402
	Iteration 50Q: 3 clusters Score -4306666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79232 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4306666.000000 Penalty: 3671.712402
	Iteration 51Q: 3 clusters Score -4306666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79238 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4306669.500000 Penalty: 3671.712402
	Iteration 52Q: 3 clusters Score -4306670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79245 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4306672.500000 Penalty: 3671.712402
	Iteration 53Q: 3 clusters Score -4306672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79254 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -4306674.000000 Penalty: 3671.712402
	Iteration 54Q: 3 clusters Score -4306674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79264 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4306678.000000 Penalty: 3671.712402
	Iteration 55Q: 3 clusters Score -4306678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79273 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4306685.000000 Penalty: 3671.712402
	Iteration 56Q: 3 clusters Score -4306685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79281 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4306688.500000 Penalty: 3671.712402
	Iteration 57Q: 3 clusters Score -4306688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79289 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4306685.000000 Penalty: 3671.712402
	Iteration 58Q: 3 clusters Score -4306685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79298 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4306685.000000 Penalty: 3671.712402
	Iteration 59Q: 3 clusters Score -4306685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79303 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4306686.000000 Penalty: 3671.712402
	Iteration 60F: 3 clusters Score -4306686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79311 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4306686.000000 Penalty: 3671.712402
	Iteration 61Q: 3 clusters Score -4306686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79319 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4306683.500000 Penalty: 3671.712402
	Iteration 62Q: 3 clusters Score -4306684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79326 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4306690.000000 Penalty: 3671.712402
	Iteration 63Q: 3 clusters Score -4306690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79328 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4306688.500000 Penalty: 3671.712402
	Iteration 64Q: 3 clusters Score -4306688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79332 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4306685.000000 Penalty: 3671.712402
	Iteration 65Q: 3 clusters Score -4306685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79338 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4306689.500000 Penalty: 3671.712402
	Iteration 66Q: 3 clusters Score -4306690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79347 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4306697.500000 Penalty: 3671.712402
	Iteration 67Q: 3 clusters Score -4306698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79353 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4306699.000000 Penalty: 3671.712402
	Iteration 68Q: 3 clusters Score -4306699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79362 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4306695.500000 Penalty: 3671.712402
	Iteration 69Q: 3 clusters Score -4306696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4306696.500000 Penalty: 3671.712402
	Iteration 70Q: 3 clusters Score -4306696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79379 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4306696.500000 Penalty: 3671.712402
	Iteration 71Q: 3 clusters Score -4306696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79383 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4306696.000000 Penalty: 3671.712402
	Iteration 72Q: 3 clusters Score -4306696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79387 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4306699.000000 Penalty: 3671.712402
	Iteration 73Q: 3 clusters Score -4306699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79392 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4306700.000000 Penalty: 3671.712402
	Iteration 74Q: 3 clusters Score -4306700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79398 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4306703.500000 Penalty: 3671.712402
	Iteration 75Q: 3 clusters Score -4306704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79403 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4306707.000000 Penalty: 3671.712402
	Iteration 76Q: 3 clusters Score -4306707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79409 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4306706.000000 Penalty: 3671.712402
	Iteration 77Q: 3 clusters Score -4306706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79420 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4306709.000000 Penalty: 3671.712402
	Iteration 78Q: 3 clusters Score -4306709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79429 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4306711.000000 Penalty: 3671.712402
	Iteration 79Q: 3 clusters Score -4306711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79437 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4306714.000000 Penalty: 3671.712402
	Iteration 80F: 3 clusters Score -4306714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79445 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4306716.500000 Penalty: 3671.712402
	Iteration 81Q: 3 clusters Score -4306716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79454 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4306711.000000 Penalty: 3671.712402
	Iteration 82Q: 3 clusters Score -4306711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79462 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4306714.000000 Penalty: 3671.712402
	Iteration 83Q: 3 clusters Score -4306714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79471 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4306716.000000 Penalty: 3671.712402
	Iteration 84Q: 3 clusters Score -4306716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79476 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4306716.000000 Penalty: 3671.712402
	Iteration 85Q: 3 clusters Score -4306716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79480 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4306717.000000 Penalty: 3671.712402
	Iteration 86Q: 3 clusters Score -4306717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79490 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4306718.000000 Penalty: 3671.712402
	Iteration 87Q: 3 clusters Score -4306718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79492 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4306719.500000 Penalty: 3671.712402
	Iteration 88Q: 3 clusters Score -4306720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79495 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4306717.500000 Penalty: 3671.712402
	Iteration 89Q: 3 clusters Score -4306718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79497 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4306718.000000 Penalty: 3671.712402
	Iteration 90Q: 3 clusters Score -4306718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79499 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4306716.500000 Penalty: 3671.712402
	Iteration 91Q: 3 clusters Score -4306716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79502 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4306720.500000 Penalty: 3671.712402
	Iteration 92Q: 3 clusters Score -4306720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79502 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4306720.500000 Penalty: 3671.712402
	Iteration 93F: 3 clusters Score -4306720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Entering Unmasked Estep 
Score: -162835.562500 Penalty: 1310.758789
	Iteration 0F: 2 clusters Score -162835.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -160016.640625 Penalty: 2621.517578
	Iteration 0F: 3 clusters Score -160016.6 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -160716.421875 Penalty: 2621.517578
	Iteration 1F: 3 clusters Score -160716.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -160896.453125 Penalty: 2621.517578
	Iteration 2F: 3 clusters Score -160896.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -160999.718750 Penalty: 2621.517578
	Iteration 3F: 3 clusters Score -160999.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -161101.515625 Penalty: 2621.517578
	Iteration 4Q: 3 clusters Score -161101.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -161240.015625 Penalty: 2621.517578
	Iteration 5F: 3 clusters Score -161240 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -161394.171875 Penalty: 2621.517578
	Iteration 6F: 3 clusters Score -161394.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -161545.312500 Penalty: 2621.517578
	Iteration 7Q: 3 clusters Score -161545.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -161671.046875 Penalty: 2621.517578
	Iteration 8Q: 3 clusters Score -161671 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -161764.281250 Penalty: 2621.517578
	Iteration 9Q: 3 clusters Score -161764.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -161817.421875 Penalty: 2621.517578
	Iteration 10Q: 3 clusters Score -161817.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -161853.015625 Penalty: 2621.517578
	Iteration 11Q: 3 clusters Score -161853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -161879.234375 Penalty: 2621.517578
	Iteration 12Q: 3 clusters Score -161879.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -161897.468750 Penalty: 2621.517578
	Iteration 13Q: 3 clusters Score -161897.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -161905.406250 Penalty: 2621.517578
	Iteration 14Q: 3 clusters Score -161905.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -161913.312500 Penalty: 2621.517578
	Iteration 15Q: 3 clusters Score -161913.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -161923.140625 Penalty: 2621.517578
	Iteration 16Q: 3 clusters Score -161923.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -161928.406250 Penalty: 2621.517578
	Iteration 17Q: 3 clusters Score -161928.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -161931.906250 Penalty: 2621.517578
	Iteration 18Q: 3 clusters Score -161931.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -161934.828125 Penalty: 2621.517578
	Iteration 19Q: 3 clusters Score -161934.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -161938.000000 Penalty: 2621.517578
	Iteration 20F: 3 clusters Score -161938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -161939.093750 Penalty: 2621.517578
	Iteration 21Q: 3 clusters Score -161939.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -161941.796875 Penalty: 2621.517578
	Iteration 22Q: 3 clusters Score -161941.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -161946.656250 Penalty: 2621.517578
	Iteration 23Q: 3 clusters Score -161946.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -161950.781250 Penalty: 2621.517578
	Iteration 24Q: 3 clusters Score -161950.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -161953.328125 Penalty: 2621.517578
	Iteration 25Q: 3 clusters Score -161953.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -161954.093750 Penalty: 2621.517578
	Iteration 26Q: 3 clusters Score -161954.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -161954.375000 Penalty: 2621.517578
	Iteration 27Q: 3 clusters Score -161954.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -161954.625000 Penalty: 2621.517578
	Iteration 28Q: 3 clusters Score -161954.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -161954.625000 Penalty: 2621.517578
	Iteration 29F: 3 clusters Score -161954.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Entering Unmasked Estep 
Score: -730961.937500 Penalty: 1555.040771
	Iteration 0F: 2 clusters Score -730961.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -721113.687500 Penalty: 3110.081543
	Iteration 0F: 3 clusters Score -721113.7 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -724540.250000 Penalty: 3110.081543
	Iteration 1F: 3 clusters Score -724540.2 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -725039.125000 Penalty: 3110.081543
	Iteration 2F: 3 clusters Score -725039.1 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -725612.125000 Penalty: 3110.081543
	Iteration 3F: 3 clusters Score -725612.1 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -726290.937500 Penalty: 3110.081543
	Iteration 4F: 3 clusters Score -726290.9 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -727040.562500 Penalty: 3110.081543
	Iteration 5F: 3 clusters Score -727040.6 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -727752.937500 Penalty: 3110.081543
	Iteration 6F: 3 clusters Score -727752.9 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -728243.687500 Penalty: 3110.081543
	Iteration 7F: 3 clusters Score -728243.7 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -728562.062500 Penalty: 3110.081543
	Iteration 8Q: 3 clusters Score -728562.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -728808.687500 Penalty: 3110.081543
	Iteration 9Q: 3 clusters Score -728808.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -729047.375000 Penalty: 3110.081543
	Iteration 10Q: 3 clusters Score -729047.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -729273.062500 Penalty: 3110.081543
	Iteration 11Q: 3 clusters Score -729273.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -729483.125000 Penalty: 3110.081543
	Iteration 12Q: 3 clusters Score -729483.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -729662.875000 Penalty: 3110.081543
	Iteration 13Q: 3 clusters Score -729662.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -729821.500000 Penalty: 3110.081543
	Iteration 14Q: 3 clusters Score -729821.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -729962.125000 Penalty: 3110.081543
	Iteration 15Q: 3 clusters Score -729962.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -730093.250000 Penalty: 3110.081543
	Iteration 16Q: 3 clusters Score -730093.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -730206.875000 Penalty: 3110.081543
	Iteration 17Q: 3 clusters Score -730206.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -730288.500000 Penalty: 3110.081543
	Iteration 18Q: 3 clusters Score -730288.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -730336.875000 Penalty: 3110.081543
	Iteration 19Q: 3 clusters Score -730336.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -730365.250000 Penalty: 3110.081543
	Iteration 20F: 3 clusters Score -730365.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -730388.562500 Penalty: 3110.081543
	Iteration 21Q: 3 clusters Score -730388.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -730400.187500 Penalty: 3110.081543
	Iteration 22Q: 3 clusters Score -730400.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -730414.875000 Penalty: 3110.081543
	Iteration 23Q: 3 clusters Score -730414.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -730427.312500 Penalty: 3110.081543
	Iteration 24Q: 3 clusters Score -730427.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -730446.125000 Penalty: 3110.081543
	Iteration 25Q: 3 clusters Score -730446.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -730467.125000 Penalty: 3110.081543
	Iteration 26Q: 3 clusters Score -730467.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -730479.812500 Penalty: 3110.081543
	Iteration 27Q: 3 clusters Score -730479.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -730494.625000 Penalty: 3110.081543
	Iteration 28Q: 3 clusters Score -730494.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -730507.000000 Penalty: 3110.081543
	Iteration 29Q: 3 clusters Score -730507 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -730519.125000 Penalty: 3110.081543
	Iteration 30Q: 3 clusters Score -730519.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -730533.062500 Penalty: 3110.081543
	Iteration 31Q: 3 clusters Score -730533.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -730539.875000 Penalty: 3110.081543
	Iteration 32Q: 3 clusters Score -730539.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -730546.250000 Penalty: 3110.081543
	Iteration 33Q: 3 clusters Score -730546.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -730555.062500 Penalty: 3110.081543
	Iteration 34Q: 3 clusters Score -730555.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -730565.687500 Penalty: 3110.081543
	Iteration 35Q: 3 clusters Score -730565.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -730569.812500 Penalty: 3110.081543
	Iteration 36Q: 3 clusters Score -730569.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -730584.750000 Penalty: 3110.081543
	Iteration 37Q: 3 clusters Score -730584.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -730596.312500 Penalty: 3110.081543
	Iteration 38Q: 3 clusters Score -730596.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -730607.312500 Penalty: 3110.081543
	Iteration 39Q: 3 clusters Score -730607.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -730617.562500 Penalty: 3110.081543
	Iteration 40F: 3 clusters Score -730617.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -730636.312500 Penalty: 3110.081543
	Iteration 41Q: 3 clusters Score -730636.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -730651.312500 Penalty: 3110.081543
	Iteration 42Q: 3 clusters Score -730651.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -730672.812500 Penalty: 3110.081543
	Iteration 43Q: 3 clusters Score -730672.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -730696.187500 Penalty: 3110.081543
	Iteration 44Q: 3 clusters Score -730696.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -730714.875000 Penalty: 3110.081543
	Iteration 45Q: 3 clusters Score -730714.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -730739.937500 Penalty: 3110.081543
	Iteration 46Q: 3 clusters Score -730739.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -730773.312500 Penalty: 3110.081543
	Iteration 47Q: 3 clusters Score -730773.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -730809.250000 Penalty: 3110.081543
	Iteration 48Q: 3 clusters Score -730809.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -730860.375000 Penalty: 3110.081543
	Iteration 49Q: 3 clusters Score -730860.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -730927.125000 Penalty: 3110.081543
	Iteration 50Q: 3 clusters Score -730927.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -731004.000000 Penalty: 3110.081543
	Iteration 51Q: 3 clusters Score -731004 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -731113.437500 Penalty: 3110.081543
	Iteration 52Q: 3 clusters Score -731113.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -731245.875000 Penalty: 3110.081543
	Iteration 53Q: 3 clusters Score -731245.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -731394.375000 Penalty: 3110.081543
	Iteration 54Q: 3 clusters Score -731394.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -731534.250000 Penalty: 3110.081543
	Iteration 55Q: 3 clusters Score -731534.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -731644.875000 Penalty: 3110.081543
	Iteration 56Q: 3 clusters Score -731644.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -731728.312500 Penalty: 3110.081543
	Iteration 57Q: 3 clusters Score -731728.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -731769.562500 Penalty: 3110.081543
	Iteration 58Q: 3 clusters Score -731769.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -731797.250000 Penalty: 3110.081543
	Iteration 59Q: 3 clusters Score -731797.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -731830.750000 Penalty: 3110.081543
	Iteration 60F: 3 clusters Score -731830.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -731848.750000 Penalty: 3110.081543
	Iteration 61Q: 3 clusters Score -731848.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -731855.125000 Penalty: 3110.081543
	Iteration 62Q: 3 clusters Score -731855.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -731859.437500 Penalty: 3110.081543
	Iteration 63Q: 3 clusters Score -731859.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -731862.625000 Penalty: 3110.081543
	Iteration 64Q: 3 clusters Score -731862.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -731864.562500 Penalty: 3110.081543
	Iteration 65Q: 3 clusters Score -731864.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -731866.687500 Penalty: 3110.081543
	Iteration 66Q: 3 clusters Score -731866.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -731867.250000 Penalty: 3110.081543
	Iteration 67Q: 3 clusters Score -731867.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -731868.375000 Penalty: 3110.081543
	Iteration 68Q: 3 clusters Score -731868.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -731868.437500 Penalty: 3110.081543
	Iteration 69Q: 3 clusters Score -731868.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -731867.250000 Penalty: 3110.081543
	Iteration 70Q: 3 clusters Score -731867.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -731866.937500 Penalty: 3110.081543
	Iteration 71Q: 3 clusters Score -731866.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -731866.937500 Penalty: 3110.081543
	Iteration 72F: 3 clusters Score -731866.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87093 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 7490 members 
Mstep: Class 4 contains 10510 members 
Mstep: Class 5 contains 60309 members 
Mstep: Class 6 contains 28611 members 
Mstep: Class 7 contains 32529 members 
Mstep: Class 8 contains 8538 members 
Mstep: Class 9 contains 10533 members 
Mstep: Class 10 contains 15375 members 
Mstep: Class 11 contains 9810 members 
Mstep: Class 12 contains 2099 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 7082 members 
Mstep: Class 15 contains 80626 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7638 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107596 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 6696 members 
Mstep: Class 22 contains 188045 members 
Mstep: Class 23 contains 4459 members 
Mstep: Class 24 contains 1558 members 
Mstep: Class 25 contains 8582 members 
Mstep: Class 26 contains 685 members 
Mstep: Class 27 contains 6683 members 
Entering Unmasked Estep 
Score: -35941320.000000 Penalty: 59117.878906
Splitting cluster 17 changes total score from -35941108.000000 to -35941320.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -50133.945312 Penalty: 1133.808228
	Iteration 0F: 2 clusters Score -50133.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -48628.792969 Penalty: 2267.616455
	Iteration 0F: 3 clusters Score -48628.79 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -48878.242188 Penalty: 2267.616455
	Iteration 1F: 3 clusters Score -48878.24 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -48958.730469 Penalty: 2267.616455
	Iteration 2F: 3 clusters Score -48958.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -48991.308594 Penalty: 2267.616455
	Iteration 3Q: 3 clusters Score -48991.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -49014.304688 Penalty: 2267.616455
	Iteration 4Q: 3 clusters Score -49014.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -49029.738281 Penalty: 2267.616455
	Iteration 5Q: 3 clusters Score -49029.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -49040.910156 Penalty: 2267.616455
	Iteration 6Q: 3 clusters Score -49040.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -49044.484375 Penalty: 2267.616455
	Iteration 7Q: 3 clusters Score -49044.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -49047.371094 Penalty: 2267.616455
	Iteration 8Q: 3 clusters Score -49047.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -49049.050781 Penalty: 2267.616455
	Iteration 9Q: 3 clusters Score -49049.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -49049.718750 Penalty: 2267.616455
	Iteration 10Q: 3 clusters Score -49049.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -49052.160156 Penalty: 2267.616455
	Iteration 11Q: 3 clusters Score -49052.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -49055.398438 Penalty: 2267.616455
	Iteration 12Q: 3 clusters Score -49055.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -49060.621094 Penalty: 2267.616455
	Iteration 13Q: 3 clusters Score -49060.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -49064.468750 Penalty: 2267.616455
	Iteration 14Q: 3 clusters Score -49064.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -49068.117188 Penalty: 2267.616455
	Iteration 15Q: 3 clusters Score -49068.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -49069.140625 Penalty: 2267.616455
	Iteration 16Q: 3 clusters Score -49069.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -49071.000000 Penalty: 2267.616455
	Iteration 17Q: 3 clusters Score -49071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -49071.929688 Penalty: 2267.616455
	Iteration 18Q: 3 clusters Score -49071.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -49072.839844 Penalty: 2267.616455
	Iteration 19Q: 3 clusters Score -49072.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -49074.816406 Penalty: 2267.616455
	Iteration 20F: 3 clusters Score -49074.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -49076.183594 Penalty: 2267.616455
	Iteration 21Q: 3 clusters Score -49076.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -49078.558594 Penalty: 2267.616455
	Iteration 22Q: 3 clusters Score -49078.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -49079.898438 Penalty: 2267.616455
	Iteration 23Q: 3 clusters Score -49079.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -49081.722656 Penalty: 2267.616455
	Iteration 24Q: 3 clusters Score -49081.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -49082.238281 Penalty: 2267.616455
	Iteration 25Q: 3 clusters Score -49082.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -49082.238281 Penalty: 2267.616455
	Iteration 26F: 3 clusters Score -49082.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (107596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107596 members 
Entering Unmasked Estep 
Score: -5785360.500000 Penalty: 1882.747559
	Iteration 0F: 2 clusters Score -5785360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54065 members 
Mstep: Class 2 contains 53531 members 
Entering Unmasked Estep 
Score: -5713241.500000 Penalty: 3765.495117
	Iteration 0F: 3 clusters Score -5713242 nChanged 51714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56691 members 
Mstep: Class 2 contains 50905 members 
Entering Unmasked Estep 
Score: -5744470.500000 Penalty: 3765.495117
	Iteration 1F: 3 clusters Score -5744470 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58109 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -5745946.000000 Penalty: 3765.495117
	Iteration 2Q: 3 clusters Score -5745946 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60197 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -5747845.000000 Penalty: 3765.495117
	Iteration 3Q: 3 clusters Score -5747845 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63013 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -5750188.000000 Penalty: 3765.495117
	Iteration 4Q: 3 clusters Score -5750188 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66770 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -5753215.500000 Penalty: 3765.495117
	Iteration 5Q: 3 clusters Score -5753216 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71450 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -5756920.000000 Penalty: 3765.495117
	Iteration 6F: 3 clusters Score -5756920 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76865 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -5761099.500000 Penalty: 3765.495117
	Iteration 7F: 3 clusters Score -5761100 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82533 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -5765286.000000 Penalty: 3765.495117
	Iteration 8F: 3 clusters Score -5765286 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87928 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -5769245.500000 Penalty: 3765.495117
	Iteration 9F: 3 clusters Score -5769246 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92901 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -5772955.500000 Penalty: 3765.495117
	Iteration 10Q: 3 clusters Score -5772956 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97191 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -5776273.500000 Penalty: 3765.495117
	Iteration 11Q: 3 clusters Score -5776274 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100482 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -5778779.500000 Penalty: 3765.495117
	Iteration 12Q: 3 clusters Score -5778780 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102886 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -5780706.000000 Penalty: 3765.495117
	Iteration 13Q: 3 clusters Score -5780706 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104483 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -5781902.500000 Penalty: 3765.495117
	Iteration 14Q: 3 clusters Score -5781902 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105473 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5782666.000000 Penalty: 3765.495117
	Iteration 15Q: 3 clusters Score -5782666 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106108 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5783097.500000 Penalty: 3765.495117
	Iteration 16Q: 3 clusters Score -5783098 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106528 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5783370.000000 Penalty: 3765.495117
	Iteration 17Q: 3 clusters Score -5783370 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106771 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5783532.000000 Penalty: 3765.495117
	Iteration 18Q: 3 clusters Score -5783532 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106910 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5783620.500000 Penalty: 3765.495117
	Iteration 19Q: 3 clusters Score -5783620 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106999 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5783684.500000 Penalty: 3765.495117
	Iteration 20F: 3 clusters Score -5783684 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107050 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5783721.500000 Penalty: 3765.495117
	Iteration 21Q: 3 clusters Score -5783722 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107086 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5783751.000000 Penalty: 3765.495117
	Iteration 22Q: 3 clusters Score -5783751 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107114 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5783771.000000 Penalty: 3765.495117
	Iteration 23Q: 3 clusters Score -5783771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107130 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5783772.000000 Penalty: 3765.495117
	Iteration 24Q: 3 clusters Score -5783772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107143 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5783775.000000 Penalty: 3765.495117
	Iteration 25Q: 3 clusters Score -5783775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107152 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5783778.500000 Penalty: 3765.495117
	Iteration 26Q: 3 clusters Score -5783778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107157 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5783782.000000 Penalty: 3765.495117
	Iteration 27Q: 3 clusters Score -5783782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107162 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5783786.500000 Penalty: 3765.495117
	Iteration 28Q: 3 clusters Score -5783786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107164 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5783785.500000 Penalty: 3765.495117
	Iteration 29Q: 3 clusters Score -5783786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107164 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5783795.500000 Penalty: 3765.495117
	Iteration 30Q: 3 clusters Score -5783796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107162 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5783788.500000 Penalty: 3765.495117
	Iteration 31Q: 3 clusters Score -5783788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107163 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5783796.500000 Penalty: 3765.495117
	Iteration 32Q: 3 clusters Score -5783796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107164 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5783795.000000 Penalty: 3765.495117
	Iteration 33Q: 3 clusters Score -5783795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107165 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5783795.000000 Penalty: 3765.495117
	Iteration 34Q: 3 clusters Score -5783795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107165 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5783795.000000 Penalty: 3765.495117
	Iteration 35F: 3 clusters Score -5783795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Entering Unmasked Estep 
Score: -74843.953125 Penalty: 1237.165283
	Iteration 0F: 2 clusters Score -74843.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -72837.960938 Penalty: 2474.330566
	Iteration 0F: 3 clusters Score -72837.96 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -73429.539062 Penalty: 2474.330566
	Iteration 1F: 3 clusters Score -73429.54 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -73661.734375 Penalty: 2474.330566
	Iteration 2F: 3 clusters Score -73661.73 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -73842.531250 Penalty: 2474.330566
	Iteration 3F: 3 clusters Score -73842.53 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -73971.429688 Penalty: 2474.330566
	Iteration 4F: 3 clusters Score -73971.43 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -74053.687500 Penalty: 2474.330566
	Iteration 5Q: 3 clusters Score -74053.69 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -74123.632812 Penalty: 2474.330566
	Iteration 6Q: 3 clusters Score -74123.63 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -74180.328125 Penalty: 2474.330566
	Iteration 7Q: 3 clusters Score -74180.33 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -74209.125000 Penalty: 2474.330566
	Iteration 8Q: 3 clusters Score -74209.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -74231.093750 Penalty: 2474.330566
	Iteration 9Q: 3 clusters Score -74231.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -74254.546875 Penalty: 2474.330566
	Iteration 10Q: 3 clusters Score -74254.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -74276.273438 Penalty: 2474.330566
	Iteration 11Q: 3 clusters Score -74276.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -74298.093750 Penalty: 2474.330566
	Iteration 12Q: 3 clusters Score -74298.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -74306.242188 Penalty: 2474.330566
	Iteration 13Q: 3 clusters Score -74306.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -74311.804688 Penalty: 2474.330566
	Iteration 14Q: 3 clusters Score -74311.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -74314.453125 Penalty: 2474.330566
	Iteration 15Q: 3 clusters Score -74314.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -74316.906250 Penalty: 2474.330566
	Iteration 16Q: 3 clusters Score -74316.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -74320.195312 Penalty: 2474.330566
	Iteration 17Q: 3 clusters Score -74320.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -74326.554688 Penalty: 2474.330566
	Iteration 18Q: 3 clusters Score -74326.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -74331.148438 Penalty: 2474.330566
	Iteration 19Q: 3 clusters Score -74331.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -74336.664062 Penalty: 2474.330566
	Iteration 20F: 3 clusters Score -74336.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -74338.687500 Penalty: 2474.330566
	Iteration 21Q: 3 clusters Score -74338.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -74340.085938 Penalty: 2474.330566
	Iteration 22Q: 3 clusters Score -74340.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -74342.492188 Penalty: 2474.330566
	Iteration 23Q: 3 clusters Score -74342.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -74346.164062 Penalty: 2474.330566
	Iteration 24Q: 3 clusters Score -74346.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -74346.718750 Penalty: 2474.330566
	Iteration 25Q: 3 clusters Score -74346.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -74346.718750 Penalty: 2474.330566
	Iteration 26F: 3 clusters Score -74346.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Entering Unmasked Estep 
Score: -350987.125000 Penalty: 1431.505615
	Iteration 0F: 2 clusters Score -350987.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -345936.500000 Penalty: 2863.011230
	Iteration 0F: 3 clusters Score -345936.5 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -347463.031250 Penalty: 2863.011230
	Iteration 1F: 3 clusters Score -347463 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -347654.125000 Penalty: 2863.011230
	Iteration 2F: 3 clusters Score -347654.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -347812.000000 Penalty: 2863.011230
	Iteration 3F: 3 clusters Score -347812 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -347949.843750 Penalty: 2863.011230
	Iteration 4Q: 3 clusters Score -347949.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -348090.218750 Penalty: 2863.011230
	Iteration 5Q: 3 clusters Score -348090.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -348246.562500 Penalty: 2863.011230
	Iteration 6Q: 3 clusters Score -348246.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -348417.906250 Penalty: 2863.011230
	Iteration 7Q: 3 clusters Score -348417.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -348601.687500 Penalty: 2863.011230
	Iteration 8Q: 3 clusters Score -348601.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -348768.812500 Penalty: 2863.011230
	Iteration 9Q: 3 clusters Score -348768.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -348941.625000 Penalty: 2863.011230
	Iteration 10Q: 3 clusters Score -348941.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -349098.843750 Penalty: 2863.011230
	Iteration 11Q: 3 clusters Score -349098.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -349254.531250 Penalty: 2863.011230
	Iteration 12Q: 3 clusters Score -349254.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -349396.750000 Penalty: 2863.011230
	Iteration 13Q: 3 clusters Score -349396.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -349481.468750 Penalty: 2863.011230
	Iteration 14Q: 3 clusters Score -349481.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -349548.718750 Penalty: 2863.011230
	Iteration 15Q: 3 clusters Score -349548.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -349599.343750 Penalty: 2863.011230
	Iteration 16Q: 3 clusters Score -349599.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -349635.281250 Penalty: 2863.011230
	Iteration 17Q: 3 clusters Score -349635.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -349674.406250 Penalty: 2863.011230
	Iteration 18Q: 3 clusters Score -349674.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -349697.031250 Penalty: 2863.011230
	Iteration 19Q: 3 clusters Score -349697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -349712.375000 Penalty: 2863.011230
	Iteration 20F: 3 clusters Score -349712.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -349726.562500 Penalty: 2863.011230
	Iteration 21Q: 3 clusters Score -349726.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -349737.687500 Penalty: 2863.011230
	Iteration 22Q: 3 clusters Score -349737.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -349747.843750 Penalty: 2863.011230
	Iteration 23Q: 3 clusters Score -349747.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -349756.906250 Penalty: 2863.011230
	Iteration 24Q: 3 clusters Score -349756.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -349764.281250 Penalty: 2863.011230
	Iteration 25Q: 3 clusters Score -349764.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -349768.656250 Penalty: 2863.011230
	Iteration 26Q: 3 clusters Score -349768.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -349774.625000 Penalty: 2863.011230
	Iteration 27Q: 3 clusters Score -349774.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -349777.375000 Penalty: 2863.011230
	Iteration 28Q: 3 clusters Score -349777.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -349780.906250 Penalty: 2863.011230
	Iteration 29Q: 3 clusters Score -349780.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -349784.312500 Penalty: 2863.011230
	Iteration 30Q: 3 clusters Score -349784.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -349787.312500 Penalty: 2863.011230
	Iteration 31Q: 3 clusters Score -349787.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -349789.781250 Penalty: 2863.011230
	Iteration 32Q: 3 clusters Score -349789.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -349792.500000 Penalty: 2863.011230
	Iteration 33Q: 3 clusters Score -349792.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -349794.562500 Penalty: 2863.011230
	Iteration 34Q: 3 clusters Score -349794.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -349796.437500 Penalty: 2863.011230
	Iteration 35Q: 3 clusters Score -349796.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -349797.531250 Penalty: 2863.011230
	Iteration 36Q: 3 clusters Score -349797.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -349797.531250 Penalty: 2863.011230
	Iteration 37F: 3 clusters Score -349797.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (188045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188045 members 
Entering Unmasked Estep 
Score: -10190784.000000 Penalty: 1973.470947
	Iteration 0F: 2 clusters Score -1.019078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94406 members 
Mstep: Class 2 contains 93639 members 
Entering Unmasked Estep 
Score: -10064078.000000 Penalty: 3946.941895
	Iteration 0F: 3 clusters Score -1.006408e+07 nChanged 91109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104125 members 
Mstep: Class 2 contains 83920 members 
Entering Unmasked Estep 
Score: -10119037.000000 Penalty: 3946.941895
	Iteration 1F: 3 clusters Score -1.011904e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110397 members 
Mstep: Class 2 contains 77648 members 
Entering Unmasked Estep 
Score: -10121857.000000 Penalty: 3946.941895
	Iteration 2Q: 3 clusters Score -1.012186e+07 nChanged 10802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120037 members 
Mstep: Class 2 contains 68008 members 
Entering Unmasked Estep 
Score: -10127459.000000 Penalty: 3946.941895
	Iteration 3F: 3 clusters Score -1.012746e+07 nChanged 14508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133519 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -10137938.000000 Penalty: 3946.941895
	Iteration 4F: 3 clusters Score -1.013794e+07 nChanged 17146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149911 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -10153041.000000 Penalty: 3946.941895
	Iteration 5F: 3 clusters Score -1.015304e+07 nChanged 15838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165325 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -10168544.000000 Penalty: 3946.941895
	Iteration 6F: 3 clusters Score -1.016854e+07 nChanged 10458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175599 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -10179196.000000 Penalty: 3946.941895
	Iteration 7F: 3 clusters Score -1.01792e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180765 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -10184650.000000 Penalty: 3946.941895
	Iteration 8Q: 3 clusters Score -1.018465e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182778 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -10187004.000000 Penalty: 3946.941895
	Iteration 9Q: 3 clusters Score -1.0187e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183576 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -10188000.000000 Penalty: 3946.941895
	Iteration 10Q: 3 clusters Score -1.0188e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184025 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -10188435.000000 Penalty: 3946.941895
	Iteration 11Q: 3 clusters Score -1.018844e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184363 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -10188621.000000 Penalty: 3946.941895
	Iteration 12Q: 3 clusters Score -1.018862e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184636 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -10188772.000000 Penalty: 3946.941895
	Iteration 13Q: 3 clusters Score -1.018877e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184880 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -10188904.000000 Penalty: 3946.941895
	Iteration 14Q: 3 clusters Score -1.01889e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185069 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -10188990.000000 Penalty: 3946.941895
	Iteration 15Q: 3 clusters Score -1.018899e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185231 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -10189065.000000 Penalty: 3946.941895
	Iteration 16Q: 3 clusters Score -1.018906e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185368 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -10189096.000000 Penalty: 3946.941895
	Iteration 17Q: 3 clusters Score -1.01891e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185485 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -10189130.000000 Penalty: 3946.941895
	Iteration 18Q: 3 clusters Score -1.018913e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185590 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -10189129.000000 Penalty: 3946.941895
	Iteration 19Q: 3 clusters Score -1.018913e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185669 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -10189158.000000 Penalty: 3946.941895
	Iteration 20F: 3 clusters Score -1.018916e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185740 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -10189166.000000 Penalty: 3946.941895
	Iteration 21Q: 3 clusters Score -1.018917e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185802 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -10189190.000000 Penalty: 3946.941895
	Iteration 22Q: 3 clusters Score -1.018919e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185864 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -10189207.000000 Penalty: 3946.941895
	Iteration 23Q: 3 clusters Score -1.018921e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185902 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -10189201.000000 Penalty: 3946.941895
	Iteration 24Q: 3 clusters Score -1.01892e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185946 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -10189232.000000 Penalty: 3946.941895
	Iteration 25Q: 3 clusters Score -1.018923e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185990 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -10189249.000000 Penalty: 3946.941895
	Iteration 26Q: 3 clusters Score -1.018925e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186029 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -10189277.000000 Penalty: 3946.941895
	Iteration 27Q: 3 clusters Score -1.018928e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186063 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -10189269.000000 Penalty: 3946.941895
	Iteration 28Q: 3 clusters Score -1.018927e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186097 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -10189275.000000 Penalty: 3946.941895
	Iteration 29Q: 3 clusters Score -1.018928e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186127 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -10189268.000000 Penalty: 3946.941895
	Iteration 30Q: 3 clusters Score -1.018927e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186149 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -10189274.000000 Penalty: 3946.941895
	Iteration 31Q: 3 clusters Score -1.018927e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186179 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -10189293.000000 Penalty: 3946.941895
	Iteration 32Q: 3 clusters Score -1.018929e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186213 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -10189305.000000 Penalty: 3946.941895
	Iteration 33Q: 3 clusters Score -1.01893e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186240 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -10189316.000000 Penalty: 3946.941895
	Iteration 34Q: 3 clusters Score -1.018932e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186265 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -10189302.000000 Penalty: 3946.941895
	Iteration 35Q: 3 clusters Score -1.01893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186276 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -10189310.000000 Penalty: 3946.941895
	Iteration 36Q: 3 clusters Score -1.018931e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186290 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -10189316.000000 Penalty: 3946.941895
	Iteration 37Q: 3 clusters Score -1.018932e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186300 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -10189316.000000 Penalty: 3946.941895
	Iteration 38Q: 3 clusters Score -1.018932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186308 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -10189318.000000 Penalty: 3946.941895
	Iteration 39Q: 3 clusters Score -1.018932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186316 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -10189321.000000 Penalty: 3946.941895
	Iteration 40F: 3 clusters Score -1.018932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186327 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -10189328.000000 Penalty: 3946.941895
	Iteration 41Q: 3 clusters Score -1.018933e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186341 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -10189334.000000 Penalty: 3946.941895
	Iteration 42Q: 3 clusters Score -1.018933e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186357 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -10189334.000000 Penalty: 3946.941895
	Iteration 43Q: 3 clusters Score -1.018933e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186373 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -10189345.000000 Penalty: 3946.941895
	Iteration 44Q: 3 clusters Score -1.018934e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186386 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -10189357.000000 Penalty: 3946.941895
	Iteration 45Q: 3 clusters Score -1.018936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186394 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -10189353.000000 Penalty: 3946.941895
	Iteration 46Q: 3 clusters Score -1.018935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186399 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -10189349.000000 Penalty: 3946.941895
	Iteration 47Q: 3 clusters Score -1.018935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186403 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -10189344.000000 Penalty: 3946.941895
	Iteration 48Q: 3 clusters Score -1.018934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186406 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -10189345.000000 Penalty: 3946.941895
	Iteration 49Q: 3 clusters Score -1.018934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186411 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -10189341.000000 Penalty: 3946.941895
	Iteration 50Q: 3 clusters Score -1.018934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186415 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -10189330.000000 Penalty: 3946.941895
	Iteration 51Q: 3 clusters Score -1.018933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186421 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -10189326.000000 Penalty: 3946.941895
	Iteration 52Q: 3 clusters Score -1.018933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186427 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -10189328.000000 Penalty: 3946.941895
	Iteration 53Q: 3 clusters Score -1.018933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186433 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -10189327.000000 Penalty: 3946.941895
	Iteration 54Q: 3 clusters Score -1.018933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186441 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -10189335.000000 Penalty: 3946.941895
	Iteration 55Q: 3 clusters Score -1.018934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186451 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -10189342.000000 Penalty: 3946.941895
	Iteration 56Q: 3 clusters Score -1.018934e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186458 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -10189346.000000 Penalty: 3946.941895
	Iteration 57Q: 3 clusters Score -1.018935e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186472 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -10189364.000000 Penalty: 3946.941895
	Iteration 58Q: 3 clusters Score -1.018936e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186483 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -10189356.000000 Penalty: 3946.941895
	Iteration 59Q: 3 clusters Score -1.018936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186495 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -10189350.000000 Penalty: 3946.941895
	Iteration 60F: 3 clusters Score -1.018935e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186505 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -10189344.000000 Penalty: 3946.941895
	Iteration 61Q: 3 clusters Score -1.018934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186509 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -10189342.000000 Penalty: 3946.941895
	Iteration 62Q: 3 clusters Score -1.018934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186511 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -10189337.000000 Penalty: 3946.941895
	Iteration 63Q: 3 clusters Score -1.018934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186514 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -10189338.000000 Penalty: 3946.941895
	Iteration 64Q: 3 clusters Score -1.018934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186515 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -10189332.000000 Penalty: 3946.941895
	Iteration 65Q: 3 clusters Score -1.018933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186516 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -10189335.000000 Penalty: 3946.941895
	Iteration 66Q: 3 clusters Score -1.018934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186518 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -10189343.000000 Penalty: 3946.941895
	Iteration 67Q: 3 clusters Score -1.018934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186523 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -10189348.000000 Penalty: 3946.941895
	Iteration 68Q: 3 clusters Score -1.018935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186526 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -10189349.000000 Penalty: 3946.941895
	Iteration 69Q: 3 clusters Score -1.018935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186527 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -10189351.000000 Penalty: 3946.941895
	Iteration 70Q: 3 clusters Score -1.018935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186527 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -10189351.000000 Penalty: 3946.941895
	Iteration 71F: 3 clusters Score -1.018935e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Entering Unmasked Estep 
Score: -208805.156250 Penalty: 1365.435425
	Iteration 0F: 2 clusters Score -208805.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -205196.031250 Penalty: 2730.870850
	Iteration 0F: 3 clusters Score -205196 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -206255.140625 Penalty: 2730.870850
	Iteration 1F: 3 clusters Score -206255.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -206639.234375 Penalty: 2730.870850
	Iteration 2F: 3 clusters Score -206639.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -207045.125000 Penalty: 2730.870850
	Iteration 3F: 3 clusters Score -207045.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -207405.750000 Penalty: 2730.870850
	Iteration 4F: 3 clusters Score -207405.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -207751.609375 Penalty: 2730.870850
	Iteration 5F: 3 clusters Score -207751.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -208001.062500 Penalty: 2730.870850
	Iteration 6F: 3 clusters Score -208001.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -208216.656250 Penalty: 2730.870850
	Iteration 7Q: 3 clusters Score -208216.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -208367.234375 Penalty: 2730.870850
	Iteration 8Q: 3 clusters Score -208367.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -208448.234375 Penalty: 2730.870850
	Iteration 9Q: 3 clusters Score -208448.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -208477.421875 Penalty: 2730.870850
	Iteration 10Q: 3 clusters Score -208477.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -208494.671875 Penalty: 2730.870850
	Iteration 11Q: 3 clusters Score -208494.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -208511.390625 Penalty: 2730.870850
	Iteration 12Q: 3 clusters Score -208511.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -208526.640625 Penalty: 2730.870850
	Iteration 13Q: 3 clusters Score -208526.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -208542.968750 Penalty: 2730.870850
	Iteration 14Q: 3 clusters Score -208543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -208555.296875 Penalty: 2730.870850
	Iteration 15Q: 3 clusters Score -208555.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -208561.062500 Penalty: 2730.870850
	Iteration 16Q: 3 clusters Score -208561.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -208567.640625 Penalty: 2730.870850
	Iteration 17Q: 3 clusters Score -208567.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -208570.687500 Penalty: 2730.870850
	Iteration 18Q: 3 clusters Score -208570.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -208580.453125 Penalty: 2730.870850
	Iteration 19Q: 3 clusters Score -208580.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -208582.671875 Penalty: 2730.870850
	Iteration 20F: 3 clusters Score -208582.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -208584.437500 Penalty: 2730.870850
	Iteration 21Q: 3 clusters Score -208584.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -208585.125000 Penalty: 2730.870850
	Iteration 22Q: 3 clusters Score -208585.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -208585.359375 Penalty: 2730.870850
	Iteration 23Q: 3 clusters Score -208585.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -208585.359375 Penalty: 2730.870850
	Iteration 24F: 3 clusters Score -208585.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Entering Unmasked Estep 
Score: -70720.500000 Penalty: 1194.563232
	Iteration 0F: 2 clusters Score -70720.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -68932.687500 Penalty: 2389.126465
	Iteration 0F: 3 clusters Score -68932.69 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -69416.726562 Penalty: 2389.126465
	Iteration 1F: 3 clusters Score -69416.73 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -69652.289062 Penalty: 2389.126465
	Iteration 2F: 3 clusters Score -69652.29 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -69830.132812 Penalty: 2389.126465
	Iteration 3F: 3 clusters Score -69830.13 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -69960.367188 Penalty: 2389.126465
	Iteration 4F: 3 clusters Score -69960.37 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -70041.812500 Penalty: 2389.126465
	Iteration 5Q: 3 clusters Score -70041.81 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -70111.968750 Penalty: 2389.126465
	Iteration 6Q: 3 clusters Score -70111.97 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -70170.054688 Penalty: 2389.126465
	Iteration 7Q: 3 clusters Score -70170.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -70227.070312 Penalty: 2389.126465
	Iteration 8Q: 3 clusters Score -70227.07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -70296.804688 Penalty: 2389.126465
	Iteration 9Q: 3 clusters Score -70296.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -70359.484375 Penalty: 2389.126465
	Iteration 10Q: 3 clusters Score -70359.48 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -70438.132812 Penalty: 2389.126465
	Iteration 11Q: 3 clusters Score -70438.13 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -70486.578125 Penalty: 2389.126465
	Iteration 12Q: 3 clusters Score -70486.58 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -70520.375000 Penalty: 2389.126465
	Iteration 13Q: 3 clusters Score -70520.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -70537.945312 Penalty: 2389.126465
	Iteration 14Q: 3 clusters Score -70537.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -70547.437500 Penalty: 2389.126465
	Iteration 15Q: 3 clusters Score -70547.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -70554.250000 Penalty: 2389.126465
	Iteration 16Q: 3 clusters Score -70554.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -70557.421875 Penalty: 2389.126465
	Iteration 17Q: 3 clusters Score -70557.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -70564.304688 Penalty: 2389.126465
	Iteration 18Q: 3 clusters Score -70564.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -70570.437500 Penalty: 2389.126465
	Iteration 19Q: 3 clusters Score -70570.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -70572.515625 Penalty: 2389.126465
	Iteration 20F: 3 clusters Score -70572.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -70573.265625 Penalty: 2389.126465
	Iteration 21Q: 3 clusters Score -70573.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -70576.117188 Penalty: 2389.126465
	Iteration 22Q: 3 clusters Score -70576.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -70579.179688 Penalty: 2389.126465
	Iteration 23Q: 3 clusters Score -70579.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -70582.453125 Penalty: 2389.126465
	Iteration 24Q: 3 clusters Score -70582.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -70585.429688 Penalty: 2389.126465
	Iteration 25Q: 3 clusters Score -70585.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -70586.343750 Penalty: 2389.126465
	Iteration 26Q: 3 clusters Score -70586.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -70587.289062 Penalty: 2389.126465
	Iteration 27Q: 3 clusters Score -70587.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -70587.906250 Penalty: 2389.126465
	Iteration 28Q: 3 clusters Score -70587.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -70588.140625 Penalty: 2389.126465
	Iteration 29Q: 3 clusters Score -70588.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -70588.140625 Penalty: 2389.126465
	Iteration 30F: 3 clusters Score -70588.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Entering Unmasked Estep 
Score: -471088.468750 Penalty: 1471.831177
	Iteration 0F: 2 clusters Score -471088.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -464778.937500 Penalty: 2943.662354
	Iteration 0F: 3 clusters Score -464778.9 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -466726.500000 Penalty: 2943.662354
	Iteration 1F: 3 clusters Score -466726.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -467012.468750 Penalty: 2943.662354
	Iteration 2F: 3 clusters Score -467012.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -467258.312500 Penalty: 2943.662354
	Iteration 3F: 3 clusters Score -467258.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -467505.562500 Penalty: 2943.662354
	Iteration 4F: 3 clusters Score -467505.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -467780.250000 Penalty: 2943.662354
	Iteration 5F: 3 clusters Score -467780.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -468102.843750 Penalty: 2943.662354
	Iteration 6F: 3 clusters Score -468102.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -468467.875000 Penalty: 2943.662354
	Iteration 7F: 3 clusters Score -468467.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -468849.468750 Penalty: 2943.662354
	Iteration 8F: 3 clusters Score -468849.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -469189.531250 Penalty: 2943.662354
	Iteration 9Q: 3 clusters Score -469189.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -469415.062500 Penalty: 2943.662354
	Iteration 10Q: 3 clusters Score -469415.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -469575.031250 Penalty: 2943.662354
	Iteration 11Q: 3 clusters Score -469575 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -469673.406250 Penalty: 2943.662354
	Iteration 12Q: 3 clusters Score -469673.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -469737.750000 Penalty: 2943.662354
	Iteration 13Q: 3 clusters Score -469737.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -469757.437500 Penalty: 2943.662354
	Iteration 14Q: 3 clusters Score -469757.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -469769.375000 Penalty: 2943.662354
	Iteration 15Q: 3 clusters Score -469769.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -469779.312500 Penalty: 2943.662354
	Iteration 16Q: 3 clusters Score -469779.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -469789.375000 Penalty: 2943.662354
	Iteration 17Q: 3 clusters Score -469789.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -469791.812500 Penalty: 2943.662354
	Iteration 18Q: 3 clusters Score -469791.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -469795.343750 Penalty: 2943.662354
	Iteration 19Q: 3 clusters Score -469795.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -469795.343750 Penalty: 2943.662354
	Iteration 20F: 3 clusters Score -469795.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -29583.335938 Penalty: 1061.030518
	Iteration 0F: 2 clusters Score -29583.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -28390.632812 Penalty: 2122.061035
	Iteration 0F: 3 clusters Score -28390.63 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -28611.181641 Penalty: 2122.061035
	Iteration 1F: 3 clusters Score -28611.18 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -28708.394531 Penalty: 2122.061035
	Iteration 2F: 3 clusters Score -28708.39 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -28771.734375 Penalty: 2122.061035
	Iteration 3F: 3 clusters Score -28771.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -28810.230469 Penalty: 2122.061035
	Iteration 4Q: 3 clusters Score -28810.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -28831.791016 Penalty: 2122.061035
	Iteration 5Q: 3 clusters Score -28831.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -28847.226562 Penalty: 2122.061035
	Iteration 6Q: 3 clusters Score -28847.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -28856.544922 Penalty: 2122.061035
	Iteration 7Q: 3 clusters Score -28856.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -28861.583984 Penalty: 2122.061035
	Iteration 8Q: 3 clusters Score -28861.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -28863.275391 Penalty: 2122.061035
	Iteration 9Q: 3 clusters Score -28863.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -28865.330078 Penalty: 2122.061035
	Iteration 10Q: 3 clusters Score -28865.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -28867.000000 Penalty: 2122.061035
	Iteration 11Q: 3 clusters Score -28867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -28872.089844 Penalty: 2122.061035
	Iteration 12Q: 3 clusters Score -28872.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -28874.142578 Penalty: 2122.061035
	Iteration 13Q: 3 clusters Score -28874.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -28875.585938 Penalty: 2122.061035
	Iteration 14Q: 3 clusters Score -28875.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -28876.759766 Penalty: 2122.061035
	Iteration 15Q: 3 clusters Score -28876.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -28877.339844 Penalty: 2122.061035
	Iteration 16Q: 3 clusters Score -28877.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -28878.576172 Penalty: 2122.061035
	Iteration 17Q: 3 clusters Score -28878.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -28879.392578 Penalty: 2122.061035
	Iteration 18Q: 3 clusters Score -28879.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -28879.392578 Penalty: 2122.061035
	Iteration 19F: 3 clusters Score -28879.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87093 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 7490 members 
Mstep: Class 4 contains 10510 members 
Mstep: Class 5 contains 60309 members 
Mstep: Class 6 contains 28611 members 
Mstep: Class 7 contains 32529 members 
Mstep: Class 8 contains 8538 members 
Mstep: Class 9 contains 10533 members 
Mstep: Class 10 contains 15375 members 
Mstep: Class 11 contains 9810 members 
Mstep: Class 12 contains 2099 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 7082 members 
Mstep: Class 15 contains 80626 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7638 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107596 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 6696 members 
Mstep: Class 22 contains 188045 members 
Mstep: Class 23 contains 4459 members 
Mstep: Class 24 contains 1558 members 
Mstep: Class 25 contains 8582 members 
Mstep: Class 26 contains 685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941576.000000 Penalty: 59117.878906
Iteration 159Q: 28 clusters Score -3.594158e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87095 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 7489 members 
Mstep: Class 4 contains 10521 members 
Mstep: Class 5 contains 60309 members 
Mstep: Class 6 contains 28611 members 
Mstep: Class 7 contains 32529 members 
Mstep: Class 8 contains 8538 members 
Mstep: Class 9 contains 10530 members 
Mstep: Class 10 contains 15376 members 
Mstep: Class 11 contains 9809 members 
Mstep: Class 12 contains 2113 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 7116 members 
Mstep: Class 15 contains 80719 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107606 members 
Mstep: Class 20 contains 2023 members 
Mstep: Class 21 contains 6696 members 
Mstep: Class 22 contains 188047 members 
Mstep: Class 23 contains 4466 members 
Mstep: Class 24 contains 1558 members 
Mstep: Class 25 contains 8582 members 
Mstep: Class 26 contains 686 members 
Mstep: Class 27 contains 6516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941900.000000 Penalty: 59117.878906
Iteration 160F: 28 clusters Score -3.59419e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87092 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 7489 members 
Mstep: Class 4 contains 10521 members 
Mstep: Class 5 contains 60309 members 
Mstep: Class 6 contains 28611 members 
Mstep: Class 7 contains 32528 members 
Mstep: Class 8 contains 8538 members 
Mstep: Class 9 contains 10529 members 
Mstep: Class 10 contains 15376 members 
Mstep: Class 11 contains 9809 members 
Mstep: Class 12 contains 2109 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 7103 members 
Mstep: Class 15 contains 80656 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7665 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107599 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 6696 members 
Mstep: Class 22 contains 188036 members 
Mstep: Class 23 contains 4457 members 
Mstep: Class 24 contains 1558 members 
Mstep: Class 25 contains 8582 members 
Mstep: Class 26 contains 687 members 
Mstep: Class 27 contains 6596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941912.000000 Penalty: 59117.878906
Iteration 161Q: 28 clusters Score -3.594191e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87100 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 7489 members 
Mstep: Class 4 contains 10524 members 
Mstep: Class 5 contains 60309 members 
Mstep: Class 6 contains 28611 members 
Mstep: Class 7 contains 32527 members 
Mstep: Class 8 contains 8537 members 
Mstep: Class 9 contains 10527 members 
Mstep: Class 10 contains 15377 members 
Mstep: Class 11 contains 9808 members 
Mstep: Class 12 contains 2111 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 7084 members 
Mstep: Class 15 contains 80632 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7703 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107597 members 
Mstep: Class 20 contains 2027 members 
Mstep: Class 21 contains 6696 members 
Mstep: Class 22 contains 188011 members 
Mstep: Class 23 contains 4455 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 8582 members 
Mstep: Class 26 contains 688 members 
Mstep: Class 27 contains 6618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941924.000000 Penalty: 59117.878906
Iteration 162Q: 28 clusters Score -3.594192e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87104 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 7490 members 
Mstep: Class 4 contains 10526 members 
Mstep: Class 5 contains 60309 members 
Mstep: Class 6 contains 28611 members 
Mstep: Class 7 contains 32527 members 
Mstep: Class 8 contains 8537 members 
Mstep: Class 9 contains 10526 members 
Mstep: Class 10 contains 15373 members 
Mstep: Class 11 contains 9808 members 
Mstep: Class 12 contains 2111 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 7068 members 
Mstep: Class 15 contains 80608 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7739 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107603 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 6696 members 
Mstep: Class 22 contains 187993 members 
Mstep: Class 23 contains 4452 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 8582 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 6634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941904.000000 Penalty: 59117.878906
Iteration 163Q: 28 clusters Score -3.59419e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87113 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 7491 members 
Mstep: Class 4 contains 10532 members 
Mstep: Class 5 contains 60309 members 
Mstep: Class 6 contains 28611 members 
Mstep: Class 7 contains 32521 members 
Mstep: Class 8 contains 8537 members 
Mstep: Class 9 contains 10525 members 
Mstep: Class 10 contains 15371 members 
Mstep: Class 11 contains 9808 members 
Mstep: Class 12 contains 2110 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 7052 members 
Mstep: Class 15 contains 80584 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7766 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107604 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 6696 members 
Mstep: Class 22 contains 187978 members 
Mstep: Class 23 contains 4450 members 
Mstep: Class 24 contains 1562 members 
Mstep: Class 25 contains 8582 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 6655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941848.000000 Penalty: 59117.878906
Iteration 164Q: 28 clusters Score -3.594185e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87118 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 7491 members 
Mstep: Class 4 contains 10535 members 
Mstep: Class 5 contains 60309 members 
Mstep: Class 6 contains 28611 members 
Mstep: Class 7 contains 32520 members 
Mstep: Class 8 contains 8537 members 
Mstep: Class 9 contains 10524 members 
Mstep: Class 10 contains 15371 members 
Mstep: Class 11 contains 9808 members 
Mstep: Class 12 contains 2110 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 7037 members 
Mstep: Class 15 contains 80556 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7780 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107607 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 6696 members 
Mstep: Class 22 contains 187964 members 
Mstep: Class 23 contains 4449 members 
Mstep: Class 24 contains 1562 members 
Mstep: Class 25 contains 8582 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 6691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941848.000000 Penalty: 59117.878906
Iteration 165Q: 28 clusters Score -3.594185e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87122 members 
Mstep: Class 2 contains 7346 members 
Mstep: Class 3 contains 7491 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 60309 members 
Mstep: Class 6 contains 28612 members 
Mstep: Class 7 contains 32517 members 
Mstep: Class 8 contains 8537 members 
Mstep: Class 9 contains 10522 members 
Mstep: Class 10 contains 15371 members 
Mstep: Class 11 contains 9807 members 
Mstep: Class 12 contains 2112 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 7024 members 
Mstep: Class 15 contains 80523 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7794 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107616 members 
Mstep: Class 20 contains 2022 members 
Mstep: Class 21 contains 6696 members 
Mstep: Class 22 contains 187958 members 
Mstep: Class 23 contains 4451 members 
Mstep: Class 24 contains 1562 members 
Mstep: Class 25 contains 8582 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 6720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941840.000000 Penalty: 59117.878906
Iteration 166Q: 28 clusters Score -3.594184e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87121 members 
Mstep: Class 2 contains 7346 members 
Mstep: Class 3 contains 7491 members 
Mstep: Class 4 contains 10539 members 
Mstep: Class 5 contains 60307 members 
Mstep: Class 6 contains 28613 members 
Mstep: Class 7 contains 32518 members 
Mstep: Class 8 contains 8537 members 
Mstep: Class 9 contains 10519 members 
Mstep: Class 10 contains 15372 members 
Mstep: Class 11 contains 9809 members 
Mstep: Class 12 contains 2116 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 7011 members 
Mstep: Class 15 contains 80510 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7805 members 
Mstep: Class 18 contains 1072 members 
Mstep: Class 19 contains 107621 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 6696 members 
Mstep: Class 22 contains 187941 members 
Mstep: Class 23 contains 4451 members 
Mstep: Class 24 contains 1562 members 
Mstep: Class 25 contains 8582 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 6743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941860.000000 Penalty: 59117.878906
Iteration 167Q: 28 clusters Score -3.594186e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87121 members 
Mstep: Class 2 contains 7346 members 
Mstep: Class 3 contains 7493 members 
Mstep: Class 4 contains 10539 members 
Mstep: Class 5 contains 60304 members 
Mstep: Class 6 contains 28613 members 
Mstep: Class 7 contains 32511 members 
Mstep: Class 8 contains 8537 members 
Mstep: Class 9 contains 10517 members 
Mstep: Class 10 contains 15372 members 
Mstep: Class 11 contains 9812 members 
Mstep: Class 12 contains 2119 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 7011 members 
Mstep: Class 15 contains 80499 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7811 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107624 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 6696 members 
Mstep: Class 22 contains 187930 members 
Mstep: Class 23 contains 4448 members 
Mstep: Class 24 contains 1562 members 
Mstep: Class 25 contains 8582 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 6765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941796.000000 Penalty: 59117.878906
Iteration 168Q: 28 clusters Score -3.59418e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87119 members 
Mstep: Class 2 contains 7345 members 
Mstep: Class 3 contains 7495 members 
Mstep: Class 4 contains 10537 members 
Mstep: Class 5 contains 60300 members 
Mstep: Class 6 contains 28612 members 
Mstep: Class 7 contains 32506 members 
Mstep: Class 8 contains 8538 members 
Mstep: Class 9 contains 10515 members 
Mstep: Class 10 contains 15370 members 
Mstep: Class 11 contains 9813 members 
Mstep: Class 12 contains 2123 members 
Mstep: Class 13 contains 4635 members 
Mstep: Class 14 contains 7016 members 
Mstep: Class 15 contains 80494 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7816 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107626 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 6697 members 
Mstep: Class 22 contains 187912 members 
Mstep: Class 23 contains 4443 members 
Mstep: Class 24 contains 1562 members 
Mstep: Class 25 contains 8582 members 
Mstep: Class 26 contains 688 members 
Mstep: Class 27 contains 6791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941836.000000 Penalty: 59117.878906
Iteration 169Q: 28 clusters Score -3.594184e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87124 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 7496 members 
Mstep: Class 4 contains 10537 members 
Mstep: Class 5 contains 60299 members 
Mstep: Class 6 contains 28612 members 
Mstep: Class 7 contains 32508 members 
Mstep: Class 8 contains 8539 members 
Mstep: Class 9 contains 10513 members 
Mstep: Class 10 contains 15368 members 
Mstep: Class 11 contains 9811 members 
Mstep: Class 12 contains 2125 members 
Mstep: Class 13 contains 4636 members 
Mstep: Class 14 contains 7011 members 
Mstep: Class 15 contains 80470 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7819 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107623 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 21 contains 6698 members 
Mstep: Class 22 contains 187903 members 
Mstep: Class 23 contains 4437 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8582 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 6828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941876.000000 Penalty: 59117.878906
Iteration 170Q: 28 clusters Score -3.594188e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87121 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 7499 members 
Mstep: Class 4 contains 10540 members 
Mstep: Class 5 contains 60298 members 
Mstep: Class 6 contains 28613 members 
Mstep: Class 7 contains 32509 members 
Mstep: Class 8 contains 8539 members 
Mstep: Class 9 contains 10513 members 
Mstep: Class 10 contains 15365 members 
Mstep: Class 11 contains 9810 members 
Mstep: Class 12 contains 2130 members 
Mstep: Class 13 contains 4639 members 
Mstep: Class 14 contains 7006 members 
Mstep: Class 15 contains 80437 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7823 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107627 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 6698 members 
Mstep: Class 22 contains 187891 members 
Mstep: Class 23 contains 4435 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8582 members 
Mstep: Class 26 contains 688 members 
Mstep: Class 27 contains 6864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941836.000000 Penalty: 59117.878906
Iteration 171Q: 28 clusters Score -3.594184e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87123 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 7501 members 
Mstep: Class 4 contains 10540 members 
Mstep: Class 5 contains 60298 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32518 members 
Mstep: Class 8 contains 8539 members 
Mstep: Class 9 contains 10514 members 
Mstep: Class 10 contains 15362 members 
Mstep: Class 11 contains 9810 members 
Mstep: Class 12 contains 2131 members 
Mstep: Class 13 contains 4645 members 
Mstep: Class 14 contains 6995 members 
Mstep: Class 15 contains 80405 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7827 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107629 members 
Mstep: Class 20 contains 2021 members 
Mstep: Class 21 contains 6697 members 
Mstep: Class 22 contains 187879 members 
Mstep: Class 23 contains 4435 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8582 members 
Mstep: Class 26 contains 688 members 
Mstep: Class 27 contains 6894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941800.000000 Penalty: 59117.878906
Iteration 172Q: 28 clusters Score -3.59418e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87130 members 
Mstep: Class 2 contains 7345 members 
Mstep: Class 3 contains 7500 members 
Mstep: Class 4 contains 10542 members 
Mstep: Class 5 contains 60298 members 
Mstep: Class 6 contains 28613 members 
Mstep: Class 7 contains 32520 members 
Mstep: Class 8 contains 8537 members 
Mstep: Class 9 contains 10514 members 
Mstep: Class 10 contains 15360 members 
Mstep: Class 11 contains 9809 members 
Mstep: Class 12 contains 2133 members 
Mstep: Class 13 contains 4647 members 
Mstep: Class 14 contains 6992 members 
Mstep: Class 15 contains 80363 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7832 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107635 members 
Mstep: Class 20 contains 2021 members 
Mstep: Class 21 contains 6697 members 
Mstep: Class 22 contains 187865 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8583 members 
Mstep: Class 26 contains 688 members 
Mstep: Class 27 contains 6931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941896.000000 Penalty: 59117.878906
Iteration 173Q: 28 clusters Score -3.59419e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87135 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 7500 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 60296 members 
Mstep: Class 6 contains 28613 members 
Mstep: Class 7 contains 32519 members 
Mstep: Class 8 contains 8535 members 
Mstep: Class 9 contains 10514 members 
Mstep: Class 10 contains 15361 members 
Mstep: Class 11 contains 9809 members 
Mstep: Class 12 contains 2134 members 
Mstep: Class 13 contains 4648 members 
Mstep: Class 14 contains 6990 members 
Mstep: Class 15 contains 80322 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7835 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107648 members 
Mstep: Class 20 contains 2021 members 
Mstep: Class 21 contains 6697 members 
Mstep: Class 22 contains 187853 members 
Mstep: Class 23 contains 4435 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8583 members 
Mstep: Class 26 contains 688 members 
Mstep: Class 27 contains 6967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941856.000000 Penalty: 59117.878906
Iteration 174Q: 28 clusters Score -3.594186e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87139 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 7502 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 60295 members 
Mstep: Class 6 contains 28613 members 
Mstep: Class 7 contains 32520 members 
Mstep: Class 8 contains 8535 members 
Mstep: Class 9 contains 10513 members 
Mstep: Class 10 contains 15359 members 
Mstep: Class 11 contains 9809 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 4648 members 
Mstep: Class 14 contains 6984 members 
Mstep: Class 15 contains 80294 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7835 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107656 members 
Mstep: Class 20 contains 2022 members 
Mstep: Class 21 contains 6697 members 
Mstep: Class 22 contains 187845 members 
Mstep: Class 23 contains 4431 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8583 members 
Mstep: Class 26 contains 688 members 
Mstep: Class 27 contains 6998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941832.000000 Penalty: 59117.878906
Iteration 175Q: 28 clusters Score -3.594183e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87146 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 7500 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 60294 members 
Mstep: Class 6 contains 28613 members 
Mstep: Class 7 contains 32519 members 
Mstep: Class 8 contains 8535 members 
Mstep: Class 9 contains 10513 members 
Mstep: Class 10 contains 15359 members 
Mstep: Class 11 contains 9809 members 
Mstep: Class 12 contains 2142 members 
Mstep: Class 13 contains 4648 members 
Mstep: Class 14 contains 6979 members 
Mstep: Class 15 contains 80265 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7835 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107657 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 6697 members 
Mstep: Class 22 contains 187841 members 
Mstep: Class 23 contains 4431 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8583 members 
Mstep: Class 26 contains 688 members 
Mstep: Class 27 contains 7029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941920.000000 Penalty: 59117.878906
Iteration 176Q: 28 clusters Score -3.594192e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87150 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 7501 members 
Mstep: Class 4 contains 10546 members 
Mstep: Class 5 contains 60294 members 
Mstep: Class 6 contains 28613 members 
Mstep: Class 7 contains 32515 members 
Mstep: Class 8 contains 8534 members 
Mstep: Class 9 contains 10513 members 
Mstep: Class 10 contains 15359 members 
Mstep: Class 11 contains 9808 members 
Mstep: Class 12 contains 2146 members 
Mstep: Class 13 contains 4648 members 
Mstep: Class 14 contains 6969 members 
Mstep: Class 15 contains 80241 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7836 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107656 members 
Mstep: Class 20 contains 2021 members 
Mstep: Class 21 contains 6697 members 
Mstep: Class 22 contains 187848 members 
Mstep: Class 23 contains 4427 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8583 members 
Mstep: Class 26 contains 689 members 
Mstep: Class 27 contains 7053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941936.000000 Penalty: 59117.878906
Iteration 177Q: 28 clusters Score -3.594194e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87152 members 
Mstep: Class 2 contains 7342 members 
Mstep: Class 3 contains 7503 members 
Mstep: Class 4 contains 10548 members 
Mstep: Class 5 contains 60294 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32511 members 
Mstep: Class 8 contains 8534 members 
Mstep: Class 9 contains 10514 members 
Mstep: Class 10 contains 15357 members 
Mstep: Class 11 contains 9806 members 
Mstep: Class 12 contains 2151 members 
Mstep: Class 13 contains 4648 members 
Mstep: Class 14 contains 6958 members 
Mstep: Class 15 contains 80230 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7838 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107657 members 
Mstep: Class 20 contains 2021 members 
Mstep: Class 21 contains 6697 members 
Mstep: Class 22 contains 187844 members 
Mstep: Class 23 contains 4426 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8583 members 
Mstep: Class 26 contains 690 members 
Mstep: Class 27 contains 7073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941928.000000 Penalty: 59117.878906
Iteration 178Q: 28 clusters Score -3.594193e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87152 members 
Mstep: Class 2 contains 7342 members 
Mstep: Class 3 contains 7504 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 60293 members 
Mstep: Class 6 contains 28613 members 
Mstep: Class 7 contains 32513 members 
Mstep: Class 8 contains 8534 members 
Mstep: Class 9 contains 10513 members 
Mstep: Class 10 contains 15356 members 
Mstep: Class 11 contains 9807 members 
Mstep: Class 12 contains 2151 members 
Mstep: Class 13 contains 4648 members 
Mstep: Class 14 contains 6958 members 
Mstep: Class 15 contains 80210 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7839 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107656 members 
Mstep: Class 20 contains 2022 members 
Mstep: Class 21 contains 6697 members 
Mstep: Class 22 contains 187843 members 
Mstep: Class 23 contains 4425 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8583 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 7096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941996.000000 Penalty: 59117.878906
Iteration 179Q: 28 clusters Score -3.5942e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87158 members 
Mstep: Class 2 contains 7343 members 
Mstep: Class 3 contains 7506 members 
Mstep: Class 4 contains 10543 members 
Mstep: Class 5 contains 60293 members 
Mstep: Class 6 contains 28613 members 
Mstep: Class 7 contains 32516 members 
Mstep: Class 8 contains 8535 members 
Mstep: Class 9 contains 10512 members 
Mstep: Class 10 contains 15354 members 
Mstep: Class 11 contains 9805 members 
Mstep: Class 12 contains 2151 members 
Mstep: Class 13 contains 4648 members 
Mstep: Class 14 contains 6959 members 
Mstep: Class 15 contains 80190 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7840 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107656 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 6697 members 
Mstep: Class 22 contains 187839 members 
Mstep: Class 23 contains 4422 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8583 members 
Mstep: Class 26 contains 692 members 
Mstep: Class 27 contains 7116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941980.000000 Penalty: 59117.878906
Iteration 180F: 28 clusters Score -3.594198e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87163 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 7507 members 
Mstep: Class 4 contains 10543 members 
Mstep: Class 5 contains 60293 members 
Mstep: Class 6 contains 28613 members 
Mstep: Class 7 contains 32511 members 
Mstep: Class 8 contains 8534 members 
Mstep: Class 9 contains 10513 members 
Mstep: Class 10 contains 15351 members 
Mstep: Class 11 contains 9804 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 13 contains 4648 members 
Mstep: Class 14 contains 6954 members 
Mstep: Class 15 contains 80172 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7841 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107657 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 6697 members 
Mstep: Class 22 contains 187838 members 
Mstep: Class 23 contains 4421 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8583 members 
Mstep: Class 26 contains 692 members 
Mstep: Class 27 contains 7140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941964.000000 Penalty: 59117.878906
Iteration 181Q: 28 clusters Score -3.594196e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87171 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 7511 members 
Mstep: Class 4 contains 10541 members 
Mstep: Class 5 contains 60292 members 
Mstep: Class 6 contains 28613 members 
Mstep: Class 7 contains 32508 members 
Mstep: Class 8 contains 8533 members 
Mstep: Class 9 contains 10513 members 
Mstep: Class 10 contains 15349 members 
Mstep: Class 11 contains 9803 members 
Mstep: Class 12 contains 2157 members 
Mstep: Class 13 contains 4648 members 
Mstep: Class 14 contains 6950 members 
Mstep: Class 15 contains 80162 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7843 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107657 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 6697 members 
Mstep: Class 22 contains 187833 members 
Mstep: Class 23 contains 4417 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8583 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 7155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941960.000000 Penalty: 59117.878906
Iteration 182Q: 28 clusters Score -3.594196e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87175 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 7514 members 
Mstep: Class 4 contains 10539 members 
Mstep: Class 5 contains 60290 members 
Mstep: Class 6 contains 28613 members 
Mstep: Class 7 contains 32504 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 10513 members 
Mstep: Class 10 contains 15347 members 
Mstep: Class 11 contains 9803 members 
Mstep: Class 12 contains 2161 members 
Mstep: Class 13 contains 4648 members 
Mstep: Class 14 contains 6943 members 
Mstep: Class 15 contains 80149 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7845 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107658 members 
Mstep: Class 20 contains 2021 members 
Mstep: Class 21 contains 6698 members 
Mstep: Class 22 contains 187834 members 
Mstep: Class 23 contains 4411 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8583 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 7175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942004.000000 Penalty: 59117.878906
Iteration 183Q: 28 clusters Score -3.5942e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87175 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 60289 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32507 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 10513 members 
Mstep: Class 10 contains 15345 members 
Mstep: Class 11 contains 9801 members 
Mstep: Class 12 contains 2166 members 
Mstep: Class 13 contains 4648 members 
Mstep: Class 14 contains 6940 members 
Mstep: Class 15 contains 80133 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7847 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107657 members 
Mstep: Class 20 contains 2022 members 
Mstep: Class 21 contains 6700 members 
Mstep: Class 22 contains 187835 members 
Mstep: Class 23 contains 4403 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8583 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 7197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942020.000000 Penalty: 59117.878906
Iteration 184Q: 28 clusters Score -3.594202e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87181 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 7511 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 60286 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32509 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 10512 members 
Mstep: Class 10 contains 15344 members 
Mstep: Class 11 contains 9800 members 
Mstep: Class 12 contains 2168 members 
Mstep: Class 13 contains 4649 members 
Mstep: Class 14 contains 6942 members 
Mstep: Class 15 contains 80106 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7848 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107657 members 
Mstep: Class 20 contains 2023 members 
Mstep: Class 21 contains 6703 members 
Mstep: Class 22 contains 187832 members 
Mstep: Class 23 contains 4398 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8583 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 7222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942076.000000 Penalty: 59117.878906
Iteration 185Q: 28 clusters Score -3.594208e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87183 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 7511 members 
Mstep: Class 4 contains 10539 members 
Mstep: Class 5 contains 60279 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32508 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 10513 members 
Mstep: Class 10 contains 15342 members 
Mstep: Class 11 contains 9806 members 
Mstep: Class 12 contains 2171 members 
Mstep: Class 13 contains 4649 members 
Mstep: Class 14 contains 6938 members 
Mstep: Class 15 contains 80082 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7848 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107662 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 6702 members 
Mstep: Class 22 contains 187830 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8582 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 7247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942104.000000 Penalty: 59117.878906
Iteration 186Q: 28 clusters Score -3.59421e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87189 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 7513 members 
Mstep: Class 4 contains 10542 members 
Mstep: Class 5 contains 60271 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32505 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 10513 members 
Mstep: Class 10 contains 15341 members 
Mstep: Class 11 contains 9811 members 
Mstep: Class 12 contains 2175 members 
Mstep: Class 13 contains 4649 members 
Mstep: Class 14 contains 6937 members 
Mstep: Class 15 contains 80051 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7850 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107668 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 6702 members 
Mstep: Class 22 contains 187828 members 
Mstep: Class 23 contains 4388 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8581 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 7271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942140.000000 Penalty: 59117.878906
Iteration 187Q: 28 clusters Score -3.594214e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87191 members 
Mstep: Class 2 contains 7344 members 
Mstep: Class 3 contains 7515 members 
Mstep: Class 4 contains 10546 members 
Mstep: Class 5 contains 60267 members 
Mstep: Class 6 contains 28613 members 
Mstep: Class 7 contains 32505 members 
Mstep: Class 8 contains 8531 members 
Mstep: Class 9 contains 10512 members 
Mstep: Class 10 contains 15343 members 
Mstep: Class 11 contains 9812 members 
Mstep: Class 12 contains 2179 members 
Mstep: Class 13 contains 4649 members 
Mstep: Class 14 contains 6945 members 
Mstep: Class 15 contains 80029 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7854 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107666 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 6702 members 
Mstep: Class 22 contains 187822 members 
Mstep: Class 23 contains 4385 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8582 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 7284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942132.000000 Penalty: 59117.878906
Iteration 188Q: 28 clusters Score -3.594213e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87188 members 
Mstep: Class 2 contains 7343 members 
Mstep: Class 3 contains 7517 members 
Mstep: Class 4 contains 10549 members 
Mstep: Class 5 contains 60260 members 
Mstep: Class 6 contains 28615 members 
Mstep: Class 7 contains 32505 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 10510 members 
Mstep: Class 10 contains 15341 members 
Mstep: Class 11 contains 9814 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 4649 members 
Mstep: Class 14 contains 6945 members 
Mstep: Class 15 contains 80024 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7862 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107668 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 6704 members 
Mstep: Class 22 contains 187815 members 
Mstep: Class 23 contains 4381 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8583 members 
Mstep: Class 26 contains 691 members 
Mstep: Class 27 contains 7288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942108.000000 Penalty: 59117.878906
Iteration 189Q: 28 clusters Score -3.594211e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87192 members 
Mstep: Class 2 contains 7341 members 
Mstep: Class 3 contains 7517 members 
Mstep: Class 4 contains 10544 members 
Mstep: Class 5 contains 60257 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32502 members 
Mstep: Class 8 contains 8533 members 
Mstep: Class 9 contains 10512 members 
Mstep: Class 10 contains 15338 members 
Mstep: Class 11 contains 9814 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 4649 members 
Mstep: Class 14 contains 6943 members 
Mstep: Class 15 contains 80012 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7869 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107675 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 6706 members 
Mstep: Class 22 contains 187810 members 
Mstep: Class 23 contains 4374 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 692 members 
Mstep: Class 27 contains 7300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942100.000000 Penalty: 59117.878906
Iteration 190Q: 28 clusters Score -3.59421e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87200 members 
Mstep: Class 2 contains 7336 members 
Mstep: Class 3 contains 7515 members 
Mstep: Class 4 contains 10550 members 
Mstep: Class 5 contains 60253 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32496 members 
Mstep: Class 8 contains 8533 members 
Mstep: Class 9 contains 10511 members 
Mstep: Class 10 contains 15334 members 
Mstep: Class 11 contains 9814 members 
Mstep: Class 12 contains 2199 members 
Mstep: Class 13 contains 4648 members 
Mstep: Class 14 contains 6948 members 
Mstep: Class 15 contains 79990 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7872 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107681 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 6707 members 
Mstep: Class 22 contains 187803 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8585 members 
Mstep: Class 26 contains 692 members 
Mstep: Class 27 contains 7319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942116.000000 Penalty: 59117.878906
Iteration 191Q: 28 clusters Score -3.594212e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87208 members 
Mstep: Class 2 contains 7331 members 
Mstep: Class 3 contains 7514 members 
Mstep: Class 4 contains 10553 members 
Mstep: Class 5 contains 60251 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32496 members 
Mstep: Class 8 contains 8533 members 
Mstep: Class 9 contains 10510 members 
Mstep: Class 10 contains 15333 members 
Mstep: Class 11 contains 9816 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 4647 members 
Mstep: Class 14 contains 6943 members 
Mstep: Class 15 contains 79968 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7873 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107682 members 
Mstep: Class 20 contains 2023 members 
Mstep: Class 21 contains 6708 members 
Mstep: Class 22 contains 187799 members 
Mstep: Class 23 contains 4360 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 693 members 
Mstep: Class 27 contains 7343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942140.000000 Penalty: 59117.878906
Iteration 192Q: 28 clusters Score -3.594214e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87205 members 
Mstep: Class 2 contains 7330 members 
Mstep: Class 3 contains 7515 members 
Mstep: Class 4 contains 10552 members 
Mstep: Class 5 contains 60249 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32498 members 
Mstep: Class 8 contains 8533 members 
Mstep: Class 9 contains 10510 members 
Mstep: Class 10 contains 15332 members 
Mstep: Class 11 contains 9817 members 
Mstep: Class 12 contains 2218 members 
Mstep: Class 13 contains 4647 members 
Mstep: Class 14 contains 6935 members 
Mstep: Class 15 contains 79954 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7874 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107677 members 
Mstep: Class 20 contains 2023 members 
Mstep: Class 21 contains 6708 members 
Mstep: Class 22 contains 187797 members 
Mstep: Class 23 contains 4354 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8585 members 
Mstep: Class 26 contains 693 members 
Mstep: Class 27 contains 7371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942112.000000 Penalty: 59117.878906
Iteration 193Q: 28 clusters Score -3.594211e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87204 members 
Mstep: Class 2 contains 7330 members 
Mstep: Class 3 contains 7516 members 
Mstep: Class 4 contains 10552 members 
Mstep: Class 5 contains 60249 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32496 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 10509 members 
Mstep: Class 10 contains 15328 members 
Mstep: Class 11 contains 9817 members 
Mstep: Class 12 contains 2228 members 
Mstep: Class 13 contains 4646 members 
Mstep: Class 14 contains 6925 members 
Mstep: Class 15 contains 79948 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7879 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107672 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 6708 members 
Mstep: Class 22 contains 187801 members 
Mstep: Class 23 contains 4347 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 693 members 
Mstep: Class 27 contains 7389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942096.000000 Penalty: 59117.878906
Iteration 194Q: 28 clusters Score -3.59421e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87206 members 
Mstep: Class 2 contains 7329 members 
Mstep: Class 3 contains 7519 members 
Mstep: Class 4 contains 10550 members 
Mstep: Class 5 contains 60248 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32489 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 10506 members 
Mstep: Class 10 contains 15323 members 
Mstep: Class 11 contains 9816 members 
Mstep: Class 12 contains 2231 members 
Mstep: Class 13 contains 4647 members 
Mstep: Class 14 contains 6928 members 
Mstep: Class 15 contains 79934 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7883 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107674 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 6708 members 
Mstep: Class 22 contains 187802 members 
Mstep: Class 23 contains 4344 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 693 members 
Mstep: Class 27 contains 7406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942112.000000 Penalty: 59117.878906
Iteration 195Q: 28 clusters Score -3.594211e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87211 members 
Mstep: Class 2 contains 7329 members 
Mstep: Class 3 contains 7520 members 
Mstep: Class 4 contains 10549 members 
Mstep: Class 5 contains 60248 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32482 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 10506 members 
Mstep: Class 10 contains 15318 members 
Mstep: Class 11 contains 9815 members 
Mstep: Class 12 contains 2232 members 
Mstep: Class 13 contains 4647 members 
Mstep: Class 14 contains 6924 members 
Mstep: Class 15 contains 79917 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7885 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107678 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 6708 members 
Mstep: Class 22 contains 187805 members 
Mstep: Class 23 contains 4343 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 692 members 
Mstep: Class 27 contains 7426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942080.000000 Penalty: 59117.878906
Iteration 196Q: 28 clusters Score -3.594208e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87216 members 
Mstep: Class 2 contains 7329 members 
Mstep: Class 3 contains 7520 members 
Mstep: Class 4 contains 10549 members 
Mstep: Class 5 contains 60248 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32481 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 10505 members 
Mstep: Class 10 contains 15316 members 
Mstep: Class 11 contains 9815 members 
Mstep: Class 12 contains 2232 members 
Mstep: Class 13 contains 4647 members 
Mstep: Class 14 contains 6915 members 
Mstep: Class 15 contains 79892 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7886 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107684 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 6708 members 
Mstep: Class 22 contains 187805 members 
Mstep: Class 23 contains 4342 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 693 members 
Mstep: Class 27 contains 7452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942104.000000 Penalty: 59117.878906
Iteration 197Q: 28 clusters Score -3.59421e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87219 members 
Mstep: Class 2 contains 7330 members 
Mstep: Class 3 contains 7520 members 
Mstep: Class 4 contains 10548 members 
Mstep: Class 5 contains 60248 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32480 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 10504 members 
Mstep: Class 10 contains 15317 members 
Mstep: Class 11 contains 9815 members 
Mstep: Class 12 contains 2234 members 
Mstep: Class 13 contains 4647 members 
Mstep: Class 14 contains 6911 members 
Mstep: Class 15 contains 79861 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7890 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107688 members 
Mstep: Class 20 contains 2026 members 
Mstep: Class 21 contains 6708 members 
Mstep: Class 22 contains 187808 members 
Mstep: Class 23 contains 4338 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 695 members 
Mstep: Class 27 contains 7474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942048.000000 Penalty: 59117.878906
Iteration 198Q: 28 clusters Score -3.594205e+07 nChanged 73
Entering ConstructFrom: 
Score: -35942048.000000 Penalty: 59117.878906
Entering ConstructFrom: 
Trying to split cluster 1 (87220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87220 members 
Entering Unmasked Estep 
Score: -4645982.000000 Penalty: 1848.630737
	Iteration 0F: 2 clusters Score -4645982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -4587854.000000 Penalty: 3697.261475
	Iteration 0F: 3 clusters Score -4587854 nChanged 41210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 47427 members 
Entering Unmasked Estep 
Score: -4612630.500000 Penalty: 3697.261475
	Iteration 1F: 3 clusters Score -4612630 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 49773 members 
Entering Unmasked Estep 
Score: -4614378.000000 Penalty: 3697.261475
	Iteration 2Q: 3 clusters Score -4614378 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 53221 members 
Entering Unmasked Estep 
Score: -4616897.500000 Penalty: 3697.261475
	Iteration 3F: 3 clusters Score -4616898 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 57929 members 
Entering Unmasked Estep 
Score: -4620749.500000 Penalty: 3697.261475
	Iteration 4F: 3 clusters Score -4620750 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 63826 members 
Entering Unmasked Estep 
Score: -4626089.500000 Penalty: 3697.261475
	Iteration 5F: 3 clusters Score -4626090 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 70128 members 
Entering Unmasked Estep 
Score: -4632252.500000 Penalty: 3697.261475
	Iteration 6F: 3 clusters Score -4632252 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 75401 members 
Entering Unmasked Estep 
Score: -4637648.500000 Penalty: 3697.261475
	Iteration 7F: 3 clusters Score -4637648 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 79075 members 
Entering Unmasked Estep 
Score: -4641275.000000 Penalty: 3697.261475
	Iteration 8Q: 3 clusters Score -4641275 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 81144 members 
Entering Unmasked Estep 
Score: -4642978.000000 Penalty: 3697.261475
	Iteration 9Q: 3 clusters Score -4642978 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 82329 members 
Entering Unmasked Estep 
Score: -4643755.000000 Penalty: 3697.261475
	Iteration 10Q: 3 clusters Score -4643755 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 83055 members 
Entering Unmasked Estep 
Score: -4644159.000000 Penalty: 3697.261475
	Iteration 11Q: 3 clusters Score -4644159 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 83550 members 
Entering Unmasked Estep 
Score: -4644420.000000 Penalty: 3697.261475
	Iteration 12Q: 3 clusters Score -4644420 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 83948 members 
Entering Unmasked Estep 
Score: -4644561.500000 Penalty: 3697.261475
	Iteration 13Q: 3 clusters Score -4644562 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 84246 members 
Entering Unmasked Estep 
Score: -4644689.000000 Penalty: 3697.261475
	Iteration 14Q: 3 clusters Score -4644689 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 84491 members 
Entering Unmasked Estep 
Score: -4644769.000000 Penalty: 3697.261475
	Iteration 15Q: 3 clusters Score -4644769 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 84671 members 
Entering Unmasked Estep 
Score: -4644805.500000 Penalty: 3697.261475
	Iteration 16Q: 3 clusters Score -4644806 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 84798 members 
Entering Unmasked Estep 
Score: -4644835.500000 Penalty: 3697.261475
	Iteration 17Q: 3 clusters Score -4644836 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 84910 members 
Entering Unmasked Estep 
Score: -4644856.500000 Penalty: 3697.261475
	Iteration 18Q: 3 clusters Score -4644856 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 84993 members 
Entering Unmasked Estep 
Score: -4644874.000000 Penalty: 3697.261475
	Iteration 19Q: 3 clusters Score -4644874 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 85060 members 
Entering Unmasked Estep 
Score: -4644887.000000 Penalty: 3697.261475
	Iteration 20F: 3 clusters Score -4644887 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 85116 members 
Entering Unmasked Estep 
Score: -4644886.000000 Penalty: 3697.261475
	Iteration 21Q: 3 clusters Score -4644886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 85152 members 
Entering Unmasked Estep 
Score: -4644915.500000 Penalty: 3697.261475
	Iteration 22Q: 3 clusters Score -4644916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 85179 members 
Entering Unmasked Estep 
Score: -4644915.000000 Penalty: 3697.261475
	Iteration 23Q: 3 clusters Score -4644915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 85195 members 
Entering Unmasked Estep 
Score: -4644917.500000 Penalty: 3697.261475
	Iteration 24Q: 3 clusters Score -4644918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 85211 members 
Entering Unmasked Estep 
Score: -4644921.500000 Penalty: 3697.261475
	Iteration 25Q: 3 clusters Score -4644922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 85222 members 
Entering Unmasked Estep 
Score: -4644921.500000 Penalty: 3697.261475
	Iteration 26Q: 3 clusters Score -4644922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 85235 members 
Entering Unmasked Estep 
Score: -4644925.000000 Penalty: 3697.261475
	Iteration 27Q: 3 clusters Score -4644925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 85248 members 
Entering Unmasked Estep 
Score: -4644927.000000 Penalty: 3697.261475
	Iteration 28Q: 3 clusters Score -4644927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 85254 members 
Entering Unmasked Estep 
Score: -4644925.500000 Penalty: 3697.261475
	Iteration 29Q: 3 clusters Score -4644926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 85262 members 
Entering Unmasked Estep 
Score: -4644928.000000 Penalty: 3697.261475
	Iteration 30Q: 3 clusters Score -4644928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 85270 members 
Entering Unmasked Estep 
Score: -4644934.000000 Penalty: 3697.261475
	Iteration 31Q: 3 clusters Score -4644934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 85281 members 
Entering Unmasked Estep 
Score: -4644938.500000 Penalty: 3697.261475
	Iteration 32Q: 3 clusters Score -4644938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 85287 members 
Entering Unmasked Estep 
Score: -4644935.500000 Penalty: 3697.261475
	Iteration 33Q: 3 clusters Score -4644936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 85290 members 
Entering Unmasked Estep 
Score: -4644937.500000 Penalty: 3697.261475
	Iteration 34Q: 3 clusters Score -4644938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 85298 members 
Entering Unmasked Estep 
Score: -4644935.500000 Penalty: 3697.261475
	Iteration 35Q: 3 clusters Score -4644936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 85306 members 
Entering Unmasked Estep 
Score: -4644928.000000 Penalty: 3697.261475
	Iteration 36Q: 3 clusters Score -4644928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 85312 members 
Entering Unmasked Estep 
Score: -4644931.000000 Penalty: 3697.261475
	Iteration 37Q: 3 clusters Score -4644931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 85317 members 
Entering Unmasked Estep 
Score: -4644929.000000 Penalty: 3697.261475
	Iteration 38Q: 3 clusters Score -4644929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 85317 members 
Entering Unmasked Estep 
Score: -4644932.500000 Penalty: 3697.261475
	Iteration 39Q: 3 clusters Score -4644932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 85320 members 
Entering Unmasked Estep 
Score: -4644932.500000 Penalty: 3697.261475
	Iteration 40F: 3 clusters Score -4644932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 85323 members 
Entering Unmasked Estep 
Score: -4644930.500000 Penalty: 3697.261475
	Iteration 41Q: 3 clusters Score -4644930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 85325 members 
Entering Unmasked Estep 
Score: -4644929.500000 Penalty: 3697.261475
	Iteration 42Q: 3 clusters Score -4644930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 85328 members 
Entering Unmasked Estep 
Score: -4644927.500000 Penalty: 3697.261475
	Iteration 43Q: 3 clusters Score -4644928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 85330 members 
Entering Unmasked Estep 
Score: -4644928.000000 Penalty: 3697.261475
	Iteration 44Q: 3 clusters Score -4644928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 85334 members 
Entering Unmasked Estep 
Score: -4644926.000000 Penalty: 3697.261475
	Iteration 45Q: 3 clusters Score -4644926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 85336 members 
Entering Unmasked Estep 
Score: -4644924.500000 Penalty: 3697.261475
	Iteration 46Q: 3 clusters Score -4644924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 85338 members 
Entering Unmasked Estep 
Score: -4644934.500000 Penalty: 3697.261475
	Iteration 47Q: 3 clusters Score -4644934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 85340 members 
Entering Unmasked Estep 
Score: -4644932.000000 Penalty: 3697.261475
	Iteration 48Q: 3 clusters Score -4644932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 85341 members 
Entering Unmasked Estep 
Score: -4644927.500000 Penalty: 3697.261475
	Iteration 49Q: 3 clusters Score -4644928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 85341 members 
Entering Unmasked Estep 
Score: -4644927.500000 Penalty: 3697.261475
	Iteration 50F: 3 clusters Score -4644928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Entering Unmasked Estep 
Score: -368084.937500 Penalty: 1446.139771
	Iteration 0F: 2 clusters Score -368084.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -362684.406250 Penalty: 2892.279541
	Iteration 0F: 3 clusters Score -362684.4 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -364325.093750 Penalty: 2892.279541
	Iteration 1F: 3 clusters Score -364325.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -364534.187500 Penalty: 2892.279541
	Iteration 2F: 3 clusters Score -364534.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -364693.312500 Penalty: 2892.279541
	Iteration 3Q: 3 clusters Score -364693.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -364841.062500 Penalty: 2892.279541
	Iteration 4Q: 3 clusters Score -364841.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -365004.468750 Penalty: 2892.279541
	Iteration 5Q: 3 clusters Score -365004.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -365253.281250 Penalty: 2892.279541
	Iteration 6Q: 3 clusters Score -365253.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -365599.687500 Penalty: 2892.279541
	Iteration 7F: 3 clusters Score -365599.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -366008.593750 Penalty: 2892.279541
	Iteration 8F: 3 clusters Score -366008.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -366456.156250 Penalty: 2892.279541
	Iteration 9F: 3 clusters Score -366456.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -366836.093750 Penalty: 2892.279541
	Iteration 10F: 3 clusters Score -366836.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -367061.250000 Penalty: 2892.279541
	Iteration 11Q: 3 clusters Score -367061.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -367176.281250 Penalty: 2892.279541
	Iteration 12Q: 3 clusters Score -367176.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -367238.687500 Penalty: 2892.279541
	Iteration 13Q: 3 clusters Score -367238.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -367282.000000 Penalty: 2892.279541
	Iteration 14Q: 3 clusters Score -367282 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -367316.718750 Penalty: 2892.279541
	Iteration 15Q: 3 clusters Score -367316.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -367344.500000 Penalty: 2892.279541
	Iteration 16Q: 3 clusters Score -367344.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -367361.375000 Penalty: 2892.279541
	Iteration 17Q: 3 clusters Score -367361.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -367374.250000 Penalty: 2892.279541
	Iteration 18Q: 3 clusters Score -367374.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -367383.843750 Penalty: 2892.279541
	Iteration 19Q: 3 clusters Score -367383.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -367393.750000 Penalty: 2892.279541
	Iteration 20F: 3 clusters Score -367393.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -367400.156250 Penalty: 2892.279541
	Iteration 21Q: 3 clusters Score -367400.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -367408.281250 Penalty: 2892.279541
	Iteration 22Q: 3 clusters Score -367408.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -367418.906250 Penalty: 2892.279541
	Iteration 23Q: 3 clusters Score -367418.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -367426.187500 Penalty: 2892.279541
	Iteration 24Q: 3 clusters Score -367426.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -367433.218750 Penalty: 2892.279541
	Iteration 25Q: 3 clusters Score -367433.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -367442.125000 Penalty: 2892.279541
	Iteration 26Q: 3 clusters Score -367442.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -367451.625000 Penalty: 2892.279541
	Iteration 27Q: 3 clusters Score -367451.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -367462.687500 Penalty: 2892.279541
	Iteration 28Q: 3 clusters Score -367462.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -367473.281250 Penalty: 2892.279541
	Iteration 29Q: 3 clusters Score -367473.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -367483.812500 Penalty: 2892.279541
	Iteration 30Q: 3 clusters Score -367483.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -367493.000000 Penalty: 2892.279541
	Iteration 31Q: 3 clusters Score -367493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -367498.718750 Penalty: 2892.279541
	Iteration 32Q: 3 clusters Score -367498.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -367506.312500 Penalty: 2892.279541
	Iteration 33Q: 3 clusters Score -367506.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -367513.500000 Penalty: 2892.279541
	Iteration 34Q: 3 clusters Score -367513.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -367514.937500 Penalty: 2892.279541
	Iteration 35Q: 3 clusters Score -367514.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -367520.687500 Penalty: 2892.279541
	Iteration 36Q: 3 clusters Score -367520.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -367528.500000 Penalty: 2892.279541
	Iteration 37Q: 3 clusters Score -367528.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -367536.968750 Penalty: 2892.279541
	Iteration 38Q: 3 clusters Score -367537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -367550.937500 Penalty: 2892.279541
	Iteration 39Q: 3 clusters Score -367550.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -367566.843750 Penalty: 2892.279541
	Iteration 40F: 3 clusters Score -367566.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -367594.218750 Penalty: 2892.279541
	Iteration 41Q: 3 clusters Score -367594.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -367619.218750 Penalty: 2892.279541
	Iteration 42Q: 3 clusters Score -367619.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -367631.000000 Penalty: 2892.279541
	Iteration 43Q: 3 clusters Score -367631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -367635.281250 Penalty: 2892.279541
	Iteration 44Q: 3 clusters Score -367635.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -367638.843750 Penalty: 2892.279541
	Iteration 45Q: 3 clusters Score -367638.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -367640.093750 Penalty: 2892.279541
	Iteration 46Q: 3 clusters Score -367640.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -367640.093750 Penalty: 2892.279541
	Iteration 47F: 3 clusters Score -367640.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Entering Unmasked Estep 
Score: -384331.437500 Penalty: 1450.343018
	Iteration 0F: 2 clusters Score -384331.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -378728.906250 Penalty: 2900.686035
	Iteration 0F: 3 clusters Score -378728.9 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -380503.531250 Penalty: 2900.686035
	Iteration 1F: 3 clusters Score -380503.5 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -380810.750000 Penalty: 2900.686035
	Iteration 2F: 3 clusters Score -380810.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -381061.031250 Penalty: 2900.686035
	Iteration 3F: 3 clusters Score -381061 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -381272.968750 Penalty: 2900.686035
	Iteration 4F: 3 clusters Score -381273 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -381474.375000 Penalty: 2900.686035
	Iteration 5Q: 3 clusters Score -381474.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -381670.156250 Penalty: 2900.686035
	Iteration 6Q: 3 clusters Score -381670.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -381855.343750 Penalty: 2900.686035
	Iteration 7Q: 3 clusters Score -381855.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -382032.437500 Penalty: 2900.686035
	Iteration 8Q: 3 clusters Score -382032.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -382210.656250 Penalty: 2900.686035
	Iteration 9Q: 3 clusters Score -382210.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -382394.656250 Penalty: 2900.686035
	Iteration 10Q: 3 clusters Score -382394.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -382552.062500 Penalty: 2900.686035
	Iteration 11Q: 3 clusters Score -382552.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -382677.781250 Penalty: 2900.686035
	Iteration 12Q: 3 clusters Score -382677.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -382785.593750 Penalty: 2900.686035
	Iteration 13Q: 3 clusters Score -382785.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -382875.343750 Penalty: 2900.686035
	Iteration 14Q: 3 clusters Score -382875.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -382942.156250 Penalty: 2900.686035
	Iteration 15Q: 3 clusters Score -382942.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -382996.687500 Penalty: 2900.686035
	Iteration 16Q: 3 clusters Score -382996.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -383032.750000 Penalty: 2900.686035
	Iteration 17Q: 3 clusters Score -383032.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -383052.281250 Penalty: 2900.686035
	Iteration 18Q: 3 clusters Score -383052.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -383071.625000 Penalty: 2900.686035
	Iteration 19Q: 3 clusters Score -383071.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -383092.468750 Penalty: 2900.686035
	Iteration 20F: 3 clusters Score -383092.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -383113.375000 Penalty: 2900.686035
	Iteration 21Q: 3 clusters Score -383113.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -383129.000000 Penalty: 2900.686035
	Iteration 22Q: 3 clusters Score -383129 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -383142.250000 Penalty: 2900.686035
	Iteration 23Q: 3 clusters Score -383142.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -383153.343750 Penalty: 2900.686035
	Iteration 24Q: 3 clusters Score -383153.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -383161.031250 Penalty: 2900.686035
	Iteration 25Q: 3 clusters Score -383161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -383167.000000 Penalty: 2900.686035
	Iteration 26Q: 3 clusters Score -383167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -383170.687500 Penalty: 2900.686035
	Iteration 27Q: 3 clusters Score -383170.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -383170.937500 Penalty: 2900.686035
	Iteration 28Q: 3 clusters Score -383170.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -383170.937500 Penalty: 2900.686035
	Iteration 29F: 3 clusters Score -383170.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Entering Unmasked Estep 
Score: -537236.875000 Penalty: 1505.319092
	Iteration 0F: 2 clusters Score -537236.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -529674.375000 Penalty: 3010.638184
	Iteration 0F: 3 clusters Score -529674.4 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -532199.250000 Penalty: 3010.638184
	Iteration 1F: 3 clusters Score -532199.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -532447.125000 Penalty: 3010.638184
	Iteration 2F: 3 clusters Score -532447.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -532666.125000 Penalty: 3010.638184
	Iteration 3Q: 3 clusters Score -532666.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -532851.125000 Penalty: 3010.638184
	Iteration 4Q: 3 clusters Score -532851.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -533031.562500 Penalty: 3010.638184
	Iteration 5Q: 3 clusters Score -533031.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -533215.125000 Penalty: 3010.638184
	Iteration 6Q: 3 clusters Score -533215.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -533425.125000 Penalty: 3010.638184
	Iteration 7Q: 3 clusters Score -533425.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -533671.562500 Penalty: 3010.638184
	Iteration 8Q: 3 clusters Score -533671.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -533912.937500 Penalty: 3010.638184
	Iteration 9Q: 3 clusters Score -533912.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -534179.187500 Penalty: 3010.638184
	Iteration 10Q: 3 clusters Score -534179.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -534426.937500 Penalty: 3010.638184
	Iteration 11Q: 3 clusters Score -534426.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -534663.000000 Penalty: 3010.638184
	Iteration 12Q: 3 clusters Score -534663 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -534864.750000 Penalty: 3010.638184
	Iteration 13Q: 3 clusters Score -534864.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -535011.437500 Penalty: 3010.638184
	Iteration 14Q: 3 clusters Score -535011.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -535106.062500 Penalty: 3010.638184
	Iteration 15Q: 3 clusters Score -535106.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -535175.187500 Penalty: 3010.638184
	Iteration 16Q: 3 clusters Score -535175.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -535239.250000 Penalty: 3010.638184
	Iteration 17Q: 3 clusters Score -535239.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -535300.812500 Penalty: 3010.638184
	Iteration 18Q: 3 clusters Score -535300.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -535364.875000 Penalty: 3010.638184
	Iteration 19Q: 3 clusters Score -535364.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -535420.250000 Penalty: 3010.638184
	Iteration 20F: 3 clusters Score -535420.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -535476.250000 Penalty: 3010.638184
	Iteration 21Q: 3 clusters Score -535476.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -535516.187500 Penalty: 3010.638184
	Iteration 22Q: 3 clusters Score -535516.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -535548.062500 Penalty: 3010.638184
	Iteration 23Q: 3 clusters Score -535548.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -535584.250000 Penalty: 3010.638184
	Iteration 24Q: 3 clusters Score -535584.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -535623.312500 Penalty: 3010.638184
	Iteration 25Q: 3 clusters Score -535623.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -535654.062500 Penalty: 3010.638184
	Iteration 26Q: 3 clusters Score -535654.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -535679.375000 Penalty: 3010.638184
	Iteration 27Q: 3 clusters Score -535679.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -535698.312500 Penalty: 3010.638184
	Iteration 28Q: 3 clusters Score -535698.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -535711.500000 Penalty: 3010.638184
	Iteration 29Q: 3 clusters Score -535711.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -535726.875000 Penalty: 3010.638184
	Iteration 30Q: 3 clusters Score -535726.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -535737.437500 Penalty: 3010.638184
	Iteration 31Q: 3 clusters Score -535737.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -535748.437500 Penalty: 3010.638184
	Iteration 32Q: 3 clusters Score -535748.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -535762.437500 Penalty: 3010.638184
	Iteration 33Q: 3 clusters Score -535762.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -535775.125000 Penalty: 3010.638184
	Iteration 34Q: 3 clusters Score -535775.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -535786.250000 Penalty: 3010.638184
	Iteration 35Q: 3 clusters Score -535786.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -535794.437500 Penalty: 3010.638184
	Iteration 36Q: 3 clusters Score -535794.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -535802.562500 Penalty: 3010.638184
	Iteration 37Q: 3 clusters Score -535802.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -535803.625000 Penalty: 3010.638184
	Iteration 38Q: 3 clusters Score -535803.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -535805.312500 Penalty: 3010.638184
	Iteration 39Q: 3 clusters Score -535805.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -535809.687500 Penalty: 3010.638184
	Iteration 40F: 3 clusters Score -535809.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -535812.062500 Penalty: 3010.638184
	Iteration 41Q: 3 clusters Score -535812.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -535816.000000 Penalty: 3010.638184
	Iteration 42Q: 3 clusters Score -535816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -535819.562500 Penalty: 3010.638184
	Iteration 43Q: 3 clusters Score -535819.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -535823.125000 Penalty: 3010.638184
	Iteration 44Q: 3 clusters Score -535823.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -535825.562500 Penalty: 3010.638184
	Iteration 45Q: 3 clusters Score -535825.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -535828.500000 Penalty: 3010.638184
	Iteration 46Q: 3 clusters Score -535828.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -535833.125000 Penalty: 3010.638184
	Iteration 47Q: 3 clusters Score -535833.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -535836.750000 Penalty: 3010.638184
	Iteration 48Q: 3 clusters Score -535836.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -535839.500000 Penalty: 3010.638184
	Iteration 49Q: 3 clusters Score -535839.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -535840.875000 Penalty: 3010.638184
	Iteration 50Q: 3 clusters Score -535840.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -535843.500000 Penalty: 3010.638184
	Iteration 51Q: 3 clusters Score -535843.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -535844.625000 Penalty: 3010.638184
	Iteration 52Q: 3 clusters Score -535844.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -535844.812500 Penalty: 3010.638184
	Iteration 53Q: 3 clusters Score -535844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -535846.000000 Penalty: 3010.638184
	Iteration 54Q: 3 clusters Score -535846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -535846.000000 Penalty: 3010.638184
	Iteration 55F: 3 clusters Score -535846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60248 members 
Entering Unmasked Estep 
Score: -3231031.500000 Penalty: 1788.511475
	Iteration 0F: 2 clusters Score -3231032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -3190710.250000 Penalty: 3577.022949
	Iteration 0F: 3 clusters Score -3190710 nChanged 28599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -3206809.750000 Penalty: 3577.022949
	Iteration 1F: 3 clusters Score -3206810 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -3207274.750000 Penalty: 3577.022949
	Iteration 2Q: 3 clusters Score -3207275 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -3207816.250000 Penalty: 3577.022949
	Iteration 3Q: 3 clusters Score -3207816 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -3208413.500000 Penalty: 3577.022949
	Iteration 4Q: 3 clusters Score -3208414 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -3209254.250000 Penalty: 3577.022949
	Iteration 5Q: 3 clusters Score -3209254 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -3210473.750000 Penalty: 3577.022949
	Iteration 6Q: 3 clusters Score -3210474 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -3212316.500000 Penalty: 3577.022949
	Iteration 7F: 3 clusters Score -3212316 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -3214874.500000 Penalty: 3577.022949
	Iteration 8F: 3 clusters Score -3214874 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -3217681.250000 Penalty: 3577.022949
	Iteration 9F: 3 clusters Score -3217681 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3220417.750000 Penalty: 3577.022949
	Iteration 10F: 3 clusters Score -3220418 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -3222665.250000 Penalty: 3577.022949
	Iteration 11Q: 3 clusters Score -3222665 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -3224271.500000 Penalty: 3577.022949
	Iteration 12Q: 3 clusters Score -3224272 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -3225328.000000 Penalty: 3577.022949
	Iteration 13Q: 3 clusters Score -3225328 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54686 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -3226093.750000 Penalty: 3577.022949
	Iteration 14Q: 3 clusters Score -3226094 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -3226806.500000 Penalty: 3577.022949
	Iteration 15Q: 3 clusters Score -3226806 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -3227415.000000 Penalty: 3577.022949
	Iteration 16Q: 3 clusters Score -3227415 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57000 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -3227950.750000 Penalty: 3577.022949
	Iteration 17Q: 3 clusters Score -3227951 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57491 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3228325.000000 Penalty: 3577.022949
	Iteration 18Q: 3 clusters Score -3228325 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57854 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3228567.500000 Penalty: 3577.022949
	Iteration 19Q: 3 clusters Score -3228568 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58155 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3228739.500000 Penalty: 3577.022949
	Iteration 20F: 3 clusters Score -3228740 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58425 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3228904.000000 Penalty: 3577.022949
	Iteration 21Q: 3 clusters Score -3228904 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3229026.000000 Penalty: 3577.022949
	Iteration 22Q: 3 clusters Score -3229026 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3229132.500000 Penalty: 3577.022949
	Iteration 23Q: 3 clusters Score -3229132 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58932 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3229198.750000 Penalty: 3577.022949
	Iteration 24Q: 3 clusters Score -3229199 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3229266.250000 Penalty: 3577.022949
	Iteration 25Q: 3 clusters Score -3229266 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3229318.500000 Penalty: 3577.022949
	Iteration 26Q: 3 clusters Score -3229318 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3229375.500000 Penalty: 3577.022949
	Iteration 27Q: 3 clusters Score -3229376 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59304 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3229413.500000 Penalty: 3577.022949
	Iteration 28Q: 3 clusters Score -3229414 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3229445.500000 Penalty: 3577.022949
	Iteration 29Q: 3 clusters Score -3229446 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59400 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3229461.500000 Penalty: 3577.022949
	Iteration 30Q: 3 clusters Score -3229462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59440 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3229479.250000 Penalty: 3577.022949
	Iteration 31Q: 3 clusters Score -3229479 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3229501.000000 Penalty: 3577.022949
	Iteration 32Q: 3 clusters Score -3229501 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59498 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3229520.250000 Penalty: 3577.022949
	Iteration 33Q: 3 clusters Score -3229520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59516 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3229524.500000 Penalty: 3577.022949
	Iteration 34Q: 3 clusters Score -3229524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59537 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3229532.750000 Penalty: 3577.022949
	Iteration 35Q: 3 clusters Score -3229533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59557 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3229543.250000 Penalty: 3577.022949
	Iteration 36Q: 3 clusters Score -3229543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59565 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3229545.500000 Penalty: 3577.022949
	Iteration 37Q: 3 clusters Score -3229546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3229548.250000 Penalty: 3577.022949
	Iteration 38Q: 3 clusters Score -3229548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59576 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3229546.000000 Penalty: 3577.022949
	Iteration 39Q: 3 clusters Score -3229546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59579 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3229549.500000 Penalty: 3577.022949
	Iteration 40F: 3 clusters Score -3229550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59583 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3229553.750000 Penalty: 3577.022949
	Iteration 41Q: 3 clusters Score -3229554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59585 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3229557.250000 Penalty: 3577.022949
	Iteration 42Q: 3 clusters Score -3229557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3229555.500000 Penalty: 3577.022949
	Iteration 43Q: 3 clusters Score -3229556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3229558.750000 Penalty: 3577.022949
	Iteration 44Q: 3 clusters Score -3229559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3229557.250000 Penalty: 3577.022949
	Iteration 45Q: 3 clusters Score -3229557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3229557.250000 Penalty: 3577.022949
	Iteration 46F: 3 clusters Score -3229557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Entering Unmasked Estep 
Score: -1493361.375000 Penalty: 1667.518311
	Iteration 0F: 2 clusters Score -1493361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1474102.375000 Penalty: 3335.036621
	Iteration 0F: 3 clusters Score -1474102 nChanged 13184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1481621.500000 Penalty: 3335.036621
	Iteration 1F: 3 clusters Score -1481622 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -1482410.500000 Penalty: 3335.036621
	Iteration 2F: 3 clusters Score -1482410 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -1483707.125000 Penalty: 3335.036621
	Iteration 3F: 3 clusters Score -1483707 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -1485571.500000 Penalty: 3335.036621
	Iteration 4F: 3 clusters Score -1485572 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -1487690.750000 Penalty: 3335.036621
	Iteration 5F: 3 clusters Score -1487691 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -1489406.250000 Penalty: 3335.036621
	Iteration 6F: 3 clusters Score -1489406 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -1490367.000000 Penalty: 3335.036621
	Iteration 7F: 3 clusters Score -1490367 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -1490843.750000 Penalty: 3335.036621
	Iteration 8Q: 3 clusters Score -1490844 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -1491140.125000 Penalty: 3335.036621
	Iteration 9Q: 3 clusters Score -1491140 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -1491364.125000 Penalty: 3335.036621
	Iteration 10Q: 3 clusters Score -1491364 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -1491542.750000 Penalty: 3335.036621
	Iteration 11Q: 3 clusters Score -1491543 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -1491688.750000 Penalty: 3335.036621
	Iteration 12Q: 3 clusters Score -1491689 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -1491810.500000 Penalty: 3335.036621
	Iteration 13Q: 3 clusters Score -1491810 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -1491939.750000 Penalty: 3335.036621
	Iteration 14Q: 3 clusters Score -1491940 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -1492052.125000 Penalty: 3335.036621
	Iteration 15Q: 3 clusters Score -1492052 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -1492139.875000 Penalty: 3335.036621
	Iteration 16Q: 3 clusters Score -1492140 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -1492217.750000 Penalty: 3335.036621
	Iteration 17Q: 3 clusters Score -1492218 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -1492266.375000 Penalty: 3335.036621
	Iteration 18Q: 3 clusters Score -1492266 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -1492308.500000 Penalty: 3335.036621
	Iteration 19Q: 3 clusters Score -1492308 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -1492340.250000 Penalty: 3335.036621
	Iteration 20F: 3 clusters Score -1492340 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -1492354.875000 Penalty: 3335.036621
	Iteration 21Q: 3 clusters Score -1492355 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -1492363.250000 Penalty: 3335.036621
	Iteration 22Q: 3 clusters Score -1492363 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -1492372.625000 Penalty: 3335.036621
	Iteration 23Q: 3 clusters Score -1492373 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -1492382.500000 Penalty: 3335.036621
	Iteration 24Q: 3 clusters Score -1492382 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -1492389.250000 Penalty: 3335.036621
	Iteration 25Q: 3 clusters Score -1492389 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -1492389.250000 Penalty: 3335.036621
	Iteration 26Q: 3 clusters Score -1492389 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -1492399.250000 Penalty: 3335.036621
	Iteration 27Q: 3 clusters Score -1492399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -1492404.000000 Penalty: 3335.036621
	Iteration 28Q: 3 clusters Score -1492404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -1492405.500000 Penalty: 3335.036621
	Iteration 29Q: 3 clusters Score -1492406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -1492407.250000 Penalty: 3335.036621
	Iteration 30Q: 3 clusters Score -1492407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -1492407.875000 Penalty: 3335.036621
	Iteration 31Q: 3 clusters Score -1492408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -1492409.125000 Penalty: 3335.036621
	Iteration 32Q: 3 clusters Score -1492409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -1492411.250000 Penalty: 3335.036621
	Iteration 33Q: 3 clusters Score -1492411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -1492414.750000 Penalty: 3335.036621
	Iteration 34Q: 3 clusters Score -1492415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -1492420.000000 Penalty: 3335.036621
	Iteration 35Q: 3 clusters Score -1492420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -1492420.500000 Penalty: 3335.036621
	Iteration 36Q: 3 clusters Score -1492420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -1492423.500000 Penalty: 3335.036621
	Iteration 37Q: 3 clusters Score -1492424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -1492422.125000 Penalty: 3335.036621
	Iteration 38Q: 3 clusters Score -1492422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -1492421.250000 Penalty: 3335.036621
	Iteration 39Q: 3 clusters Score -1492421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -1492422.000000 Penalty: 3335.036621
	Iteration 40F: 3 clusters Score -1492422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -1492420.125000 Penalty: 3335.036621
	Iteration 41Q: 3 clusters Score -1492420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -1492419.625000 Penalty: 3335.036621
	Iteration 42Q: 3 clusters Score -1492420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -1492420.250000 Penalty: 3335.036621
	Iteration 43Q: 3 clusters Score -1492420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -1492420.000000 Penalty: 3335.036621
	Iteration 44Q: 3 clusters Score -1492420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -1492421.000000 Penalty: 3335.036621
	Iteration 45Q: 3 clusters Score -1492421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -1492420.000000 Penalty: 3335.036621
	Iteration 46Q: 3 clusters Score -1492420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -1492424.750000 Penalty: 3335.036621
	Iteration 47Q: 3 clusters Score -1492425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -1492425.750000 Penalty: 3335.036621
	Iteration 48Q: 3 clusters Score -1492426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -1492427.375000 Penalty: 3335.036621
	Iteration 49Q: 3 clusters Score -1492427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -1492427.875000 Penalty: 3335.036621
	Iteration 50Q: 3 clusters Score -1492428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -1492426.125000 Penalty: 3335.036621
	Iteration 51Q: 3 clusters Score -1492426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -1492431.250000 Penalty: 3335.036621
	Iteration 52Q: 3 clusters Score -1492431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -1492430.375000 Penalty: 3335.036621
	Iteration 53Q: 3 clusters Score -1492430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -1492432.250000 Penalty: 3335.036621
	Iteration 54Q: 3 clusters Score -1492432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -1492431.500000 Penalty: 3335.036621
	Iteration 55Q: 3 clusters Score -1492432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -1492434.500000 Penalty: 3335.036621
	Iteration 56Q: 3 clusters Score -1492434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -1492432.750000 Penalty: 3335.036621
	Iteration 57Q: 3 clusters Score -1492433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -1492432.750000 Penalty: 3335.036621
	Iteration 58Q: 3 clusters Score -1492433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -1492432.750000 Penalty: 3335.036621
	Iteration 59F: 3 clusters Score -1492433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Entering Unmasked Estep 
Score: -1673543.750000 Penalty: 1688.121704
	Iteration 0F: 2 clusters Score -1673544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -1651633.250000 Penalty: 3376.243408
	Iteration 0F: 3 clusters Score -1651633 nChanged 15107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1660459.375000 Penalty: 3376.243408
	Iteration 1F: 3 clusters Score -1660459 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1661323.250000 Penalty: 3376.243408
	Iteration 2F: 3 clusters Score -1661323 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1662298.750000 Penalty: 3376.243408
	Iteration 3F: 3 clusters Score -1662299 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1663443.250000 Penalty: 3376.243408
	Iteration 4F: 3 clusters Score -1663443 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1664723.125000 Penalty: 3376.243408
	Iteration 5F: 3 clusters Score -1664723 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1666074.750000 Penalty: 3376.243408
	Iteration 6F: 3 clusters Score -1666075 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1667507.500000 Penalty: 3376.243408
	Iteration 7F: 3 clusters Score -1667508 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1668889.625000 Penalty: 3376.243408
	Iteration 8Q: 3 clusters Score -1668890 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1670111.375000 Penalty: 3376.243408
	Iteration 9Q: 3 clusters Score -1670111 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1670967.875000 Penalty: 3376.243408
	Iteration 10Q: 3 clusters Score -1670968 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1671455.250000 Penalty: 3376.243408
	Iteration 11Q: 3 clusters Score -1671455 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1671715.750000 Penalty: 3376.243408
	Iteration 12Q: 3 clusters Score -1671716 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1671868.875000 Penalty: 3376.243408
	Iteration 13Q: 3 clusters Score -1671869 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1671996.250000 Penalty: 3376.243408
	Iteration 14Q: 3 clusters Score -1671996 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1672124.250000 Penalty: 3376.243408
	Iteration 15Q: 3 clusters Score -1672124 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1672256.875000 Penalty: 3376.243408
	Iteration 16Q: 3 clusters Score -1672257 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1672368.625000 Penalty: 3376.243408
	Iteration 17Q: 3 clusters Score -1672369 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1672435.500000 Penalty: 3376.243408
	Iteration 18Q: 3 clusters Score -1672436 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1672499.000000 Penalty: 3376.243408
	Iteration 19Q: 3 clusters Score -1672499 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1672536.875000 Penalty: 3376.243408
	Iteration 20F: 3 clusters Score -1672537 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1672560.875000 Penalty: 3376.243408
	Iteration 21Q: 3 clusters Score -1672561 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1672576.375000 Penalty: 3376.243408
	Iteration 22Q: 3 clusters Score -1672576 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1672595.750000 Penalty: 3376.243408
	Iteration 23Q: 3 clusters Score -1672596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1672603.500000 Penalty: 3376.243408
	Iteration 24Q: 3 clusters Score -1672604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1672612.375000 Penalty: 3376.243408
	Iteration 25Q: 3 clusters Score -1672612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1672617.125000 Penalty: 3376.243408
	Iteration 26Q: 3 clusters Score -1672617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1672622.000000 Penalty: 3376.243408
	Iteration 27Q: 3 clusters Score -1672622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1672620.000000 Penalty: 3376.243408
	Iteration 28Q: 3 clusters Score -1672620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1672625.000000 Penalty: 3376.243408
	Iteration 29Q: 3 clusters Score -1672625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1672629.750000 Penalty: 3376.243408
	Iteration 30Q: 3 clusters Score -1672630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1672629.750000 Penalty: 3376.243408
	Iteration 31Q: 3 clusters Score -1672630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1672631.000000 Penalty: 3376.243408
	Iteration 32Q: 3 clusters Score -1672631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1672632.750000 Penalty: 3376.243408
	Iteration 33Q: 3 clusters Score -1672633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1672632.125000 Penalty: 3376.243408
	Iteration 34Q: 3 clusters Score -1672632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1672634.250000 Penalty: 3376.243408
	Iteration 35Q: 3 clusters Score -1672634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1672632.625000 Penalty: 3376.243408
	Iteration 36Q: 3 clusters Score -1672633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1672637.125000 Penalty: 3376.243408
	Iteration 37Q: 3 clusters Score -1672637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1672634.000000 Penalty: 3376.243408
	Iteration 38Q: 3 clusters Score -1672634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1672634.000000 Penalty: 3376.243408
	Iteration 39F: 3 clusters Score -1672634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Entering Unmasked Estep 
Score: -456468.000000 Penalty: 1470.881714
	Iteration 0F: 2 clusters Score -456468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -450235.406250 Penalty: 2941.763428
	Iteration 0F: 3 clusters Score -450235.4 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -452120.625000 Penalty: 2941.763428
	Iteration 1F: 3 clusters Score -452120.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -452310.062500 Penalty: 2941.763428
	Iteration 2F: 3 clusters Score -452310.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -452442.937500 Penalty: 2941.763428
	Iteration 3Q: 3 clusters Score -452442.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -452555.843750 Penalty: 2941.763428
	Iteration 4Q: 3 clusters Score -452555.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -452642.625000 Penalty: 2941.763428
	Iteration 5Q: 3 clusters Score -452642.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -452701.562500 Penalty: 2941.763428
	Iteration 6Q: 3 clusters Score -452701.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -452760.062500 Penalty: 2941.763428
	Iteration 7Q: 3 clusters Score -452760.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -452824.312500 Penalty: 2941.763428
	Iteration 8Q: 3 clusters Score -452824.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -452896.718750 Penalty: 2941.763428
	Iteration 9Q: 3 clusters Score -452896.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -452979.406250 Penalty: 2941.763428
	Iteration 10Q: 3 clusters Score -452979.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -453068.718750 Penalty: 2941.763428
	Iteration 11Q: 3 clusters Score -453068.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -453161.125000 Penalty: 2941.763428
	Iteration 12Q: 3 clusters Score -453161.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -453268.562500 Penalty: 2941.763428
	Iteration 13Q: 3 clusters Score -453268.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -453404.000000 Penalty: 2941.763428
	Iteration 14Q: 3 clusters Score -453404 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -453544.468750 Penalty: 2941.763428
	Iteration 15Q: 3 clusters Score -453544.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -453699.812500 Penalty: 2941.763428
	Iteration 16Q: 3 clusters Score -453699.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -453876.656250 Penalty: 2941.763428
	Iteration 17Q: 3 clusters Score -453876.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -454079.781250 Penalty: 2941.763428
	Iteration 18Q: 3 clusters Score -454079.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -454267.500000 Penalty: 2941.763428
	Iteration 19Q: 3 clusters Score -454267.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -454445.750000 Penalty: 2941.763428
	Iteration 20F: 3 clusters Score -454445.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -454585.656250 Penalty: 2941.763428
	Iteration 21Q: 3 clusters Score -454585.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -454702.625000 Penalty: 2941.763428
	Iteration 22Q: 3 clusters Score -454702.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -454797.968750 Penalty: 2941.763428
	Iteration 23Q: 3 clusters Score -454798 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -454876.781250 Penalty: 2941.763428
	Iteration 24Q: 3 clusters Score -454876.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -454938.656250 Penalty: 2941.763428
	Iteration 25Q: 3 clusters Score -454938.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -454978.468750 Penalty: 2941.763428
	Iteration 26Q: 3 clusters Score -454978.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -455016.187500 Penalty: 2941.763428
	Iteration 27Q: 3 clusters Score -455016.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -455041.343750 Penalty: 2941.763428
	Iteration 28Q: 3 clusters Score -455041.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -455058.093750 Penalty: 2941.763428
	Iteration 29Q: 3 clusters Score -455058.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -455067.875000 Penalty: 2941.763428
	Iteration 30Q: 3 clusters Score -455067.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -455079.343750 Penalty: 2941.763428
	Iteration 31Q: 3 clusters Score -455079.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -455096.093750 Penalty: 2941.763428
	Iteration 32Q: 3 clusters Score -455096.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -455115.937500 Penalty: 2941.763428
	Iteration 33Q: 3 clusters Score -455115.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -455140.687500 Penalty: 2941.763428
	Iteration 34Q: 3 clusters Score -455140.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -455156.750000 Penalty: 2941.763428
	Iteration 35Q: 3 clusters Score -455156.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -455171.531250 Penalty: 2941.763428
	Iteration 36Q: 3 clusters Score -455171.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -455179.281250 Penalty: 2941.763428
	Iteration 37Q: 3 clusters Score -455179.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -455188.625000 Penalty: 2941.763428
	Iteration 38Q: 3 clusters Score -455188.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -455193.593750 Penalty: 2941.763428
	Iteration 39Q: 3 clusters Score -455193.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -455194.750000 Penalty: 2941.763428
	Iteration 40F: 3 clusters Score -455194.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -455195.750000 Penalty: 2941.763428
	Iteration 41Q: 3 clusters Score -455195.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -455199.781250 Penalty: 2941.763428
	Iteration 42Q: 3 clusters Score -455199.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -455202.031250 Penalty: 2941.763428
	Iteration 43Q: 3 clusters Score -455202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -455205.500000 Penalty: 2941.763428
	Iteration 44Q: 3 clusters Score -455205.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -455209.843750 Penalty: 2941.763428
	Iteration 45Q: 3 clusters Score -455209.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -455211.968750 Penalty: 2941.763428
	Iteration 46Q: 3 clusters Score -455212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -455213.468750 Penalty: 2941.763428
	Iteration 47Q: 3 clusters Score -455213.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -455215.093750 Penalty: 2941.763428
	Iteration 48Q: 3 clusters Score -455215.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -455215.093750 Penalty: 2941.763428
	Iteration 49F: 3 clusters Score -455215.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Entering Unmasked Estep 
Score: -502292.625000 Penalty: 1504.655151
	Iteration 0F: 2 clusters Score -502292.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -494741.781250 Penalty: 3009.310303
	Iteration 0F: 3 clusters Score -494741.8 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -497408.375000 Penalty: 3009.310303
	Iteration 1F: 3 clusters Score -497408.4 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -497902.375000 Penalty: 3009.310303
	Iteration 2F: 3 clusters Score -497902.4 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -498443.343750 Penalty: 3009.310303
	Iteration 3F: 3 clusters Score -498443.3 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -498981.281250 Penalty: 3009.310303
	Iteration 4F: 3 clusters Score -498981.3 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -499566.718750 Penalty: 3009.310303
	Iteration 5F: 3 clusters Score -499566.7 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -500217.000000 Penalty: 3009.310303
	Iteration 6F: 3 clusters Score -500217 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -500776.156250 Penalty: 3009.310303
	Iteration 7F: 3 clusters Score -500776.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -501158.187500 Penalty: 3009.310303
	Iteration 8Q: 3 clusters Score -501158.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -501409.781250 Penalty: 3009.310303
	Iteration 9Q: 3 clusters Score -501409.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -501564.531250 Penalty: 3009.310303
	Iteration 10Q: 3 clusters Score -501564.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -501647.093750 Penalty: 3009.310303
	Iteration 11Q: 3 clusters Score -501647.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -501701.468750 Penalty: 3009.310303
	Iteration 12Q: 3 clusters Score -501701.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -501757.343750 Penalty: 3009.310303
	Iteration 13Q: 3 clusters Score -501757.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -501811.406250 Penalty: 3009.310303
	Iteration 14Q: 3 clusters Score -501811.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -501864.000000 Penalty: 3009.310303
	Iteration 15Q: 3 clusters Score -501864 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -501909.156250 Penalty: 3009.310303
	Iteration 16Q: 3 clusters Score -501909.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -501965.812500 Penalty: 3009.310303
	Iteration 17Q: 3 clusters Score -501965.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -502025.437500 Penalty: 3009.310303
	Iteration 18Q: 3 clusters Score -502025.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -502092.781250 Penalty: 3009.310303
	Iteration 19Q: 3 clusters Score -502092.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -502160.500000 Penalty: 3009.310303
	Iteration 20F: 3 clusters Score -502160.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -502239.906250 Penalty: 3009.310303
	Iteration 21Q: 3 clusters Score -502239.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -502314.781250 Penalty: 3009.310303
	Iteration 22Q: 3 clusters Score -502314.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -502392.843750 Penalty: 3009.310303
	Iteration 23Q: 3 clusters Score -502392.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -502504.250000 Penalty: 3009.310303
	Iteration 24Q: 3 clusters Score -502504.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -502767.562500 Penalty: 3009.310303
	Iteration 25Q: 3 clusters Score -502767.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -502941.781250 Penalty: 3009.310303
	Iteration 26Q: 3 clusters Score -502941.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -503052.500000 Penalty: 3009.310303
	Iteration 27Q: 3 clusters Score -503052.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -503093.125000 Penalty: 3009.310303
	Iteration 28Q: 3 clusters Score -503093.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -503109.968750 Penalty: 3009.310303
	Iteration 29Q: 3 clusters Score -503110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -503118.031250 Penalty: 3009.310303
	Iteration 30Q: 3 clusters Score -503118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -503121.812500 Penalty: 3009.310303
	Iteration 31Q: 3 clusters Score -503121.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -503123.468750 Penalty: 3009.310303
	Iteration 32Q: 3 clusters Score -503123.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -503125.187500 Penalty: 3009.310303
	Iteration 33Q: 3 clusters Score -503125.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -503124.968750 Penalty: 3009.310303
	Iteration 34Q: 3 clusters Score -503125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -503125.656250 Penalty: 3009.310303
	Iteration 35Q: 3 clusters Score -503125.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -503127.656250 Penalty: 3009.310303
	Iteration 36Q: 3 clusters Score -503127.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -503128.093750 Penalty: 3009.310303
	Iteration 37Q: 3 clusters Score -503128.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -503127.875000 Penalty: 3009.310303
	Iteration 38Q: 3 clusters Score -503127.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -503127.875000 Penalty: 3009.310303
	Iteration 39F: 3 clusters Score -503127.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87220 members 
Mstep: Class 2 contains 7327 members 
Mstep: Class 3 contains 7519 members 
Mstep: Class 4 contains 10546 members 
Mstep: Class 5 contains 60248 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32482 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 15317 members 
Mstep: Class 11 contains 9815 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 4647 members 
Mstep: Class 14 contains 6914 members 
Mstep: Class 15 contains 79841 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7893 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107695 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 6708 members 
Mstep: Class 22 contains 187801 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 695 members 
Mstep: Class 27 contains 7493 members 
Mstep: Class 28 contains 1476 members 
Entering Unmasked Estep 
Score: -35942312.000000 Penalty: 61307.429688
Splitting cluster 9 changes total score from -35942048.000000 to -35942312.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (15317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Entering Unmasked Estep 
Score: -832094.625000 Penalty: 1565.966797
	Iteration 0F: 2 clusters Score -832094.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -821518.750000 Penalty: 3131.933594
	Iteration 0F: 3 clusters Score -821518.8 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -825314.187500 Penalty: 3131.933594
	Iteration 1F: 3 clusters Score -825314.2 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -825665.375000 Penalty: 3131.933594
	Iteration 2F: 3 clusters Score -825665.4 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -825971.750000 Penalty: 3131.933594
	Iteration 3Q: 3 clusters Score -825971.8 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -826269.250000 Penalty: 3131.933594
	Iteration 4Q: 3 clusters Score -826269.2 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -826568.250000 Penalty: 3131.933594
	Iteration 5Q: 3 clusters Score -826568.2 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -826879.375000 Penalty: 3131.933594
	Iteration 6Q: 3 clusters Score -826879.4 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -827213.125000 Penalty: 3131.933594
	Iteration 7Q: 3 clusters Score -827213.1 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -827547.125000 Penalty: 3131.933594
	Iteration 8Q: 3 clusters Score -827547.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -827864.187500 Penalty: 3131.933594
	Iteration 9Q: 3 clusters Score -827864.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -828141.000000 Penalty: 3131.933594
	Iteration 10Q: 3 clusters Score -828141 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -828414.562500 Penalty: 3131.933594
	Iteration 11Q: 3 clusters Score -828414.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -828652.437500 Penalty: 3131.933594
	Iteration 12Q: 3 clusters Score -828652.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -828814.312500 Penalty: 3131.933594
	Iteration 13Q: 3 clusters Score -828814.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -828936.375000 Penalty: 3131.933594
	Iteration 14Q: 3 clusters Score -828936.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -829031.500000 Penalty: 3131.933594
	Iteration 15Q: 3 clusters Score -829031.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -829098.562500 Penalty: 3131.933594
	Iteration 16Q: 3 clusters Score -829098.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -829165.875000 Penalty: 3131.933594
	Iteration 17Q: 3 clusters Score -829165.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -829224.500000 Penalty: 3131.933594
	Iteration 18Q: 3 clusters Score -829224.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -829279.625000 Penalty: 3131.933594
	Iteration 19Q: 3 clusters Score -829279.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -829318.812500 Penalty: 3131.933594
	Iteration 20F: 3 clusters Score -829318.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -829363.000000 Penalty: 3131.933594
	Iteration 21Q: 3 clusters Score -829363 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -829407.125000 Penalty: 3131.933594
	Iteration 22Q: 3 clusters Score -829407.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -829468.437500 Penalty: 3131.933594
	Iteration 23Q: 3 clusters Score -829468.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -829532.812500 Penalty: 3131.933594
	Iteration 24Q: 3 clusters Score -829532.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -829594.937500 Penalty: 3131.933594
	Iteration 25Q: 3 clusters Score -829594.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -829661.875000 Penalty: 3131.933594
	Iteration 26Q: 3 clusters Score -829661.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -829737.312500 Penalty: 3131.933594
	Iteration 27Q: 3 clusters Score -829737.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -829828.937500 Penalty: 3131.933594
	Iteration 28Q: 3 clusters Score -829828.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -829907.750000 Penalty: 3131.933594
	Iteration 29Q: 3 clusters Score -829907.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -829968.562500 Penalty: 3131.933594
	Iteration 30Q: 3 clusters Score -829968.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -830031.875000 Penalty: 3131.933594
	Iteration 31Q: 3 clusters Score -830031.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -830078.687500 Penalty: 3131.933594
	Iteration 32Q: 3 clusters Score -830078.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -830130.125000 Penalty: 3131.933594
	Iteration 33Q: 3 clusters Score -830130.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -830199.062500 Penalty: 3131.933594
	Iteration 34Q: 3 clusters Score -830199.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -830265.312500 Penalty: 3131.933594
	Iteration 35Q: 3 clusters Score -830265.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -830318.937500 Penalty: 3131.933594
	Iteration 36Q: 3 clusters Score -830318.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -830362.875000 Penalty: 3131.933594
	Iteration 37Q: 3 clusters Score -830362.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -830400.437500 Penalty: 3131.933594
	Iteration 38Q: 3 clusters Score -830400.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -830427.000000 Penalty: 3131.933594
	Iteration 39Q: 3 clusters Score -830427 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -830449.875000 Penalty: 3131.933594
	Iteration 40F: 3 clusters Score -830449.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -830464.375000 Penalty: 3131.933594
	Iteration 41Q: 3 clusters Score -830464.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -830480.375000 Penalty: 3131.933594
	Iteration 42Q: 3 clusters Score -830480.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -830496.000000 Penalty: 3131.933594
	Iteration 43Q: 3 clusters Score -830496 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -830513.500000 Penalty: 3131.933594
	Iteration 44Q: 3 clusters Score -830513.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -830527.625000 Penalty: 3131.933594
	Iteration 45Q: 3 clusters Score -830527.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -830546.562500 Penalty: 3131.933594
	Iteration 46Q: 3 clusters Score -830546.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -830567.812500 Penalty: 3131.933594
	Iteration 47Q: 3 clusters Score -830567.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -830592.375000 Penalty: 3131.933594
	Iteration 48Q: 3 clusters Score -830592.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -830621.125000 Penalty: 3131.933594
	Iteration 49Q: 3 clusters Score -830621.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -830640.000000 Penalty: 3131.933594
	Iteration 50Q: 3 clusters Score -830640 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -830655.937500 Penalty: 3131.933594
	Iteration 51Q: 3 clusters Score -830655.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -830669.187500 Penalty: 3131.933594
	Iteration 52Q: 3 clusters Score -830669.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -830679.812500 Penalty: 3131.933594
	Iteration 53Q: 3 clusters Score -830679.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -830698.500000 Penalty: 3131.933594
	Iteration 54Q: 3 clusters Score -830698.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -830717.437500 Penalty: 3131.933594
	Iteration 55Q: 3 clusters Score -830717.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -830727.500000 Penalty: 3131.933594
	Iteration 56Q: 3 clusters Score -830727.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -830737.812500 Penalty: 3131.933594
	Iteration 57Q: 3 clusters Score -830737.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -830746.000000 Penalty: 3131.933594
	Iteration 58Q: 3 clusters Score -830746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -830755.437500 Penalty: 3131.933594
	Iteration 59Q: 3 clusters Score -830755.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -830760.562500 Penalty: 3131.933594
	Iteration 60F: 3 clusters Score -830760.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -830774.687500 Penalty: 3131.933594
	Iteration 61Q: 3 clusters Score -830774.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -830778.062500 Penalty: 3131.933594
	Iteration 62Q: 3 clusters Score -830778.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -830786.500000 Penalty: 3131.933594
	Iteration 63Q: 3 clusters Score -830786.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -830787.187500 Penalty: 3131.933594
	Iteration 64Q: 3 clusters Score -830787.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -830789.812500 Penalty: 3131.933594
	Iteration 65Q: 3 clusters Score -830789.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -830790.375000 Penalty: 3131.933594
	Iteration 66Q: 3 clusters Score -830790.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -830793.875000 Penalty: 3131.933594
	Iteration 67Q: 3 clusters Score -830793.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -830795.500000 Penalty: 3131.933594
	Iteration 68Q: 3 clusters Score -830795.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -830798.812500 Penalty: 3131.933594
	Iteration 69Q: 3 clusters Score -830798.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -830800.312500 Penalty: 3131.933594
	Iteration 70Q: 3 clusters Score -830800.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -830802.062500 Penalty: 3131.933594
	Iteration 71Q: 3 clusters Score -830802.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -830804.812500 Penalty: 3131.933594
	Iteration 72Q: 3 clusters Score -830804.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -830802.687500 Penalty: 3131.933594
	Iteration 73Q: 3 clusters Score -830802.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -830805.062500 Penalty: 3131.933594
	Iteration 74Q: 3 clusters Score -830805.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -830806.500000 Penalty: 3131.933594
	Iteration 75Q: 3 clusters Score -830806.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -830806.500000 Penalty: 3131.933594
	Iteration 76F: 3 clusters Score -830806.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Entering Unmasked Estep 
Score: -452384.812500 Penalty: 1493.645996
	Iteration 0F: 2 clusters Score -452384.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -445257.625000 Penalty: 2987.291992
	Iteration 0F: 3 clusters Score -445257.6 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -447673.468750 Penalty: 2987.291992
	Iteration 1F: 3 clusters Score -447673.5 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -447988.250000 Penalty: 2987.291992
	Iteration 2F: 3 clusters Score -447988.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -448277.812500 Penalty: 2987.291992
	Iteration 3F: 3 clusters Score -448277.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -448583.812500 Penalty: 2987.291992
	Iteration 4F: 3 clusters Score -448583.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -448911.500000 Penalty: 2987.291992
	Iteration 5F: 3 clusters Score -448911.5 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -449269.500000 Penalty: 2987.291992
	Iteration 6F: 3 clusters Score -449269.5 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -449649.843750 Penalty: 2987.291992
	Iteration 7F: 3 clusters Score -449649.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -450032.875000 Penalty: 2987.291992
	Iteration 8Q: 3 clusters Score -450032.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -450364.937500 Penalty: 2987.291992
	Iteration 9Q: 3 clusters Score -450364.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -450625.593750 Penalty: 2987.291992
	Iteration 10Q: 3 clusters Score -450625.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -450788.750000 Penalty: 2987.291992
	Iteration 11Q: 3 clusters Score -450788.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -450900.968750 Penalty: 2987.291992
	Iteration 12Q: 3 clusters Score -450901 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -450964.656250 Penalty: 2987.291992
	Iteration 13Q: 3 clusters Score -450964.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -451019.812500 Penalty: 2987.291992
	Iteration 14Q: 3 clusters Score -451019.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -451057.125000 Penalty: 2987.291992
	Iteration 15Q: 3 clusters Score -451057.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -451098.500000 Penalty: 2987.291992
	Iteration 16Q: 3 clusters Score -451098.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -451120.562500 Penalty: 2987.291992
	Iteration 17Q: 3 clusters Score -451120.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -451133.468750 Penalty: 2987.291992
	Iteration 18Q: 3 clusters Score -451133.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -451139.656250 Penalty: 2987.291992
	Iteration 19Q: 3 clusters Score -451139.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -451146.375000 Penalty: 2987.291992
	Iteration 20F: 3 clusters Score -451146.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -451149.531250 Penalty: 2987.291992
	Iteration 21Q: 3 clusters Score -451149.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -451155.781250 Penalty: 2987.291992
	Iteration 22Q: 3 clusters Score -451155.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -451160.718750 Penalty: 2987.291992
	Iteration 23Q: 3 clusters Score -451160.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -451164.687500 Penalty: 2987.291992
	Iteration 24Q: 3 clusters Score -451164.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -451169.562500 Penalty: 2987.291992
	Iteration 25Q: 3 clusters Score -451169.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -451173.406250 Penalty: 2987.291992
	Iteration 26Q: 3 clusters Score -451173.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -451179.656250 Penalty: 2987.291992
	Iteration 27Q: 3 clusters Score -451179.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -451186.875000 Penalty: 2987.291992
	Iteration 28Q: 3 clusters Score -451186.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -451192.156250 Penalty: 2987.291992
	Iteration 29Q: 3 clusters Score -451192.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -451193.437500 Penalty: 2987.291992
	Iteration 30Q: 3 clusters Score -451193.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -451193.875000 Penalty: 2987.291992
	Iteration 31Q: 3 clusters Score -451193.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -451193.875000 Penalty: 2987.291992
	Iteration 32F: 3 clusters Score -451193.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Entering Unmasked Estep 
Score: -107560.117188 Penalty: 1253.272095
	Iteration 0F: 2 clusters Score -107560.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -105321.039062 Penalty: 2506.544189
	Iteration 0F: 3 clusters Score -105321 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -106118.031250 Penalty: 2506.544189
	Iteration 1F: 3 clusters Score -106118 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -106531.984375 Penalty: 2506.544189
	Iteration 2F: 3 clusters Score -106532 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -106797.726562 Penalty: 2506.544189
	Iteration 3F: 3 clusters Score -106797.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -106953.726562 Penalty: 2506.544189
	Iteration 4F: 3 clusters Score -106953.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -107072.375000 Penalty: 2506.544189
	Iteration 5Q: 3 clusters Score -107072.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -107153.632812 Penalty: 2506.544189
	Iteration 6Q: 3 clusters Score -107153.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -107212.835938 Penalty: 2506.544189
	Iteration 7Q: 3 clusters Score -107212.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -107257.937500 Penalty: 2506.544189
	Iteration 8Q: 3 clusters Score -107257.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -107304.171875 Penalty: 2506.544189
	Iteration 9Q: 3 clusters Score -107304.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -107337.132812 Penalty: 2506.544189
	Iteration 10Q: 3 clusters Score -107337.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -107363.109375 Penalty: 2506.544189
	Iteration 11Q: 3 clusters Score -107363.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -107386.843750 Penalty: 2506.544189
	Iteration 12Q: 3 clusters Score -107386.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -107416.968750 Penalty: 2506.544189
	Iteration 13Q: 3 clusters Score -107417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -107443.078125 Penalty: 2506.544189
	Iteration 14Q: 3 clusters Score -107443.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -107456.664062 Penalty: 2506.544189
	Iteration 15Q: 3 clusters Score -107456.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -107467.367188 Penalty: 2506.544189
	Iteration 16Q: 3 clusters Score -107467.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -107472.968750 Penalty: 2506.544189
	Iteration 17Q: 3 clusters Score -107473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -107475.750000 Penalty: 2506.544189
	Iteration 18Q: 3 clusters Score -107475.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -107477.000000 Penalty: 2506.544189
	Iteration 19Q: 3 clusters Score -107477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -107478.476562 Penalty: 2506.544189
	Iteration 20F: 3 clusters Score -107478.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -107479.664062 Penalty: 2506.544189
	Iteration 21Q: 3 clusters Score -107479.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -107480.664062 Penalty: 2506.544189
	Iteration 22Q: 3 clusters Score -107480.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -107482.562500 Penalty: 2506.544189
	Iteration 23Q: 3 clusters Score -107482.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -107484.148438 Penalty: 2506.544189
	Iteration 24Q: 3 clusters Score -107484.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -107485.695312 Penalty: 2506.544189
	Iteration 25Q: 3 clusters Score -107485.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -107486.515625 Penalty: 2506.544189
	Iteration 26Q: 3 clusters Score -107486.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -107487.078125 Penalty: 2506.544189
	Iteration 27Q: 3 clusters Score -107487.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -107487.078125 Penalty: 2506.544189
	Iteration 28F: 3 clusters Score -107487.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Entering Unmasked Estep 
Score: -250482.781250 Penalty: 1372.146362
	Iteration 0F: 2 clusters Score -250482.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -246773.593750 Penalty: 2744.292725
	Iteration 0F: 3 clusters Score -246773.6 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -247777.390625 Penalty: 2744.292725
	Iteration 1F: 3 clusters Score -247777.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -247952.109375 Penalty: 2744.292725
	Iteration 2F: 3 clusters Score -247952.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -248096.000000 Penalty: 2744.292725
	Iteration 3F: 3 clusters Score -248096 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -248223.609375 Penalty: 2744.292725
	Iteration 4Q: 3 clusters Score -248223.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -248332.515625 Penalty: 2744.292725
	Iteration 5Q: 3 clusters Score -248332.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -248423.781250 Penalty: 2744.292725
	Iteration 6Q: 3 clusters Score -248423.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -248506.171875 Penalty: 2744.292725
	Iteration 7Q: 3 clusters Score -248506.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -248588.609375 Penalty: 2744.292725
	Iteration 8Q: 3 clusters Score -248588.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -248693.125000 Penalty: 2744.292725
	Iteration 9Q: 3 clusters Score -248693.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -248810.078125 Penalty: 2744.292725
	Iteration 10Q: 3 clusters Score -248810.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -248936.718750 Penalty: 2744.292725
	Iteration 11Q: 3 clusters Score -248936.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -249026.187500 Penalty: 2744.292725
	Iteration 12Q: 3 clusters Score -249026.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -249104.562500 Penalty: 2744.292725
	Iteration 13Q: 3 clusters Score -249104.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -249177.875000 Penalty: 2744.292725
	Iteration 14Q: 3 clusters Score -249177.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -249231.406250 Penalty: 2744.292725
	Iteration 15Q: 3 clusters Score -249231.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -249268.890625 Penalty: 2744.292725
	Iteration 16Q: 3 clusters Score -249268.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -249302.875000 Penalty: 2744.292725
	Iteration 17Q: 3 clusters Score -249302.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -249339.718750 Penalty: 2744.292725
	Iteration 18Q: 3 clusters Score -249339.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -249361.890625 Penalty: 2744.292725
	Iteration 19Q: 3 clusters Score -249361.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -249379.140625 Penalty: 2744.292725
	Iteration 20F: 3 clusters Score -249379.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -249389.796875 Penalty: 2744.292725
	Iteration 21Q: 3 clusters Score -249389.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -249397.890625 Penalty: 2744.292725
	Iteration 22Q: 3 clusters Score -249397.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -249404.109375 Penalty: 2744.292725
	Iteration 23Q: 3 clusters Score -249404.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -249408.390625 Penalty: 2744.292725
	Iteration 24Q: 3 clusters Score -249408.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -249415.343750 Penalty: 2744.292725
	Iteration 25Q: 3 clusters Score -249415.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -249421.281250 Penalty: 2744.292725
	Iteration 26Q: 3 clusters Score -249421.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -249426.296875 Penalty: 2744.292725
	Iteration 27Q: 3 clusters Score -249426.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -249430.437500 Penalty: 2744.292725
	Iteration 28Q: 3 clusters Score -249430.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -249432.234375 Penalty: 2744.292725
	Iteration 29Q: 3 clusters Score -249432.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -249432.843750 Penalty: 2744.292725
	Iteration 30Q: 3 clusters Score -249432.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -249432.843750 Penalty: 2744.292725
	Iteration 31F: 3 clusters Score -249432.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Entering Unmasked Estep 
Score: -303338.031250 Penalty: 1436.711914
	Iteration 0F: 2 clusters Score -303338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -298124.093750 Penalty: 2873.423828
	Iteration 0F: 3 clusters Score -298124.1 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -299902.000000 Penalty: 2873.423828
	Iteration 1F: 3 clusters Score -299902 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -300292.468750 Penalty: 2873.423828
	Iteration 2F: 3 clusters Score -300292.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -300570.562500 Penalty: 2873.423828
	Iteration 3F: 3 clusters Score -300570.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -300779.031250 Penalty: 2873.423828
	Iteration 4Q: 3 clusters Score -300779 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -300970.312500 Penalty: 2873.423828
	Iteration 5Q: 3 clusters Score -300970.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -301171.718750 Penalty: 2873.423828
	Iteration 6Q: 3 clusters Score -301171.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -301405.656250 Penalty: 2873.423828
	Iteration 7Q: 3 clusters Score -301405.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -301600.031250 Penalty: 2873.423828
	Iteration 8Q: 3 clusters Score -301600 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -301763.593750 Penalty: 2873.423828
	Iteration 9Q: 3 clusters Score -301763.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -301906.156250 Penalty: 2873.423828
	Iteration 10Q: 3 clusters Score -301906.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -301997.437500 Penalty: 2873.423828
	Iteration 11Q: 3 clusters Score -301997.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -302070.437500 Penalty: 2873.423828
	Iteration 12Q: 3 clusters Score -302070.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -302125.125000 Penalty: 2873.423828
	Iteration 13Q: 3 clusters Score -302125.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -302164.125000 Penalty: 2873.423828
	Iteration 14Q: 3 clusters Score -302164.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -302193.906250 Penalty: 2873.423828
	Iteration 15Q: 3 clusters Score -302193.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -302216.250000 Penalty: 2873.423828
	Iteration 16Q: 3 clusters Score -302216.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -302237.437500 Penalty: 2873.423828
	Iteration 17Q: 3 clusters Score -302237.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -302254.156250 Penalty: 2873.423828
	Iteration 18Q: 3 clusters Score -302254.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -302267.468750 Penalty: 2873.423828
	Iteration 19Q: 3 clusters Score -302267.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -302277.718750 Penalty: 2873.423828
	Iteration 20F: 3 clusters Score -302277.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -302286.531250 Penalty: 2873.423828
	Iteration 21Q: 3 clusters Score -302286.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -302294.656250 Penalty: 2873.423828
	Iteration 22Q: 3 clusters Score -302294.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -302299.156250 Penalty: 2873.423828
	Iteration 23Q: 3 clusters Score -302299.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -302304.937500 Penalty: 2873.423828
	Iteration 24Q: 3 clusters Score -302304.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -302311.250000 Penalty: 2873.423828
	Iteration 25Q: 3 clusters Score -302311.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -302315.187500 Penalty: 2873.423828
	Iteration 26Q: 3 clusters Score -302315.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -302318.687500 Penalty: 2873.423828
	Iteration 27Q: 3 clusters Score -302318.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -302320.281250 Penalty: 2873.423828
	Iteration 28Q: 3 clusters Score -302320.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -302323.593750 Penalty: 2873.423828
	Iteration 29Q: 3 clusters Score -302323.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -302326.656250 Penalty: 2873.423828
	Iteration 30Q: 3 clusters Score -302326.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -302328.875000 Penalty: 2873.423828
	Iteration 31Q: 3 clusters Score -302328.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -302329.968750 Penalty: 2873.423828
	Iteration 32Q: 3 clusters Score -302330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -302332.812500 Penalty: 2873.423828
	Iteration 33Q: 3 clusters Score -302332.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -302334.406250 Penalty: 2873.423828
	Iteration 34Q: 3 clusters Score -302334.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -302335.343750 Penalty: 2873.423828
	Iteration 35Q: 3 clusters Score -302335.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -302335.593750 Penalty: 2873.423828
	Iteration 36Q: 3 clusters Score -302335.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -302335.593750 Penalty: 2873.423828
	Iteration 37F: 3 clusters Score -302335.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (79841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79841 members 
Entering Unmasked Estep 
Score: -4270001.000000 Penalty: 1834.266235
	Iteration 0F: 2 clusters Score -4270001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -4216640.000000 Penalty: 3668.532471
	Iteration 0F: 3 clusters Score -4216640 nChanged 37878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -4238568.500000 Penalty: 3668.532471
	Iteration 1F: 3 clusters Score -4238568 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -4239449.000000 Penalty: 3668.532471
	Iteration 2Q: 3 clusters Score -4239449 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -4240613.500000 Penalty: 3668.532471
	Iteration 3Q: 3 clusters Score -4240614 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -4242062.500000 Penalty: 3668.532471
	Iteration 4Q: 3 clusters Score -4242062 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -4244026.500000 Penalty: 3668.532471
	Iteration 5Q: 3 clusters Score -4244026 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -4246524.500000 Penalty: 3668.532471
	Iteration 6F: 3 clusters Score -4246524 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -4249453.000000 Penalty: 3668.532471
	Iteration 7F: 3 clusters Score -4249453 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -4252557.000000 Penalty: 3668.532471
	Iteration 8F: 3 clusters Score -4252557 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -4255263.500000 Penalty: 3668.532471
	Iteration 9F: 3 clusters Score -4255264 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -4257241.000000 Penalty: 3668.532471
	Iteration 10Q: 3 clusters Score -4257241 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -4258281.500000 Penalty: 3668.532471
	Iteration 11Q: 3 clusters Score -4258282 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -4258736.500000 Penalty: 3668.532471
	Iteration 12Q: 3 clusters Score -4258736 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -4258940.500000 Penalty: 3668.532471
	Iteration 13Q: 3 clusters Score -4258940 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -4259094.500000 Penalty: 3668.532471
	Iteration 14Q: 3 clusters Score -4259094 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -4259233.500000 Penalty: 3668.532471
	Iteration 15Q: 3 clusters Score -4259234 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -4259342.000000 Penalty: 3668.532471
	Iteration 16Q: 3 clusters Score -4259342 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -4259432.000000 Penalty: 3668.532471
	Iteration 17Q: 3 clusters Score -4259432 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -4259527.000000 Penalty: 3668.532471
	Iteration 18Q: 3 clusters Score -4259527 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -4259612.000000 Penalty: 3668.532471
	Iteration 19Q: 3 clusters Score -4259612 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -4259653.500000 Penalty: 3668.532471
	Iteration 20F: 3 clusters Score -4259654 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -4259727.500000 Penalty: 3668.532471
	Iteration 21Q: 3 clusters Score -4259728 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -4259758.500000 Penalty: 3668.532471
	Iteration 22Q: 3 clusters Score -4259758 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -4259779.500000 Penalty: 3668.532471
	Iteration 23Q: 3 clusters Score -4259780 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -4259817.000000 Penalty: 3668.532471
	Iteration 24Q: 3 clusters Score -4259817 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -4259912.500000 Penalty: 3668.532471
	Iteration 25Q: 3 clusters Score -4259912 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -4259964.500000 Penalty: 3668.532471
	Iteration 26Q: 3 clusters Score -4259964 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -4260025.000000 Penalty: 3668.532471
	Iteration 27Q: 3 clusters Score -4260025 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -4260049.000000 Penalty: 3668.532471
	Iteration 28Q: 3 clusters Score -4260049 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -4260103.000000 Penalty: 3668.532471
	Iteration 29Q: 3 clusters Score -4260103 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -4260121.500000 Penalty: 3668.532471
	Iteration 30Q: 3 clusters Score -4260122 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -4260196.500000 Penalty: 3668.532471
	Iteration 31Q: 3 clusters Score -4260196 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -4260285.000000 Penalty: 3668.532471
	Iteration 32Q: 3 clusters Score -4260285 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -4260329.500000 Penalty: 3668.532471
	Iteration 33Q: 3 clusters Score -4260330 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -4260386.500000 Penalty: 3668.532471
	Iteration 34Q: 3 clusters Score -4260386 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -4260452.000000 Penalty: 3668.532471
	Iteration 35Q: 3 clusters Score -4260452 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -4260548.000000 Penalty: 3668.532471
	Iteration 36Q: 3 clusters Score -4260548 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -4260634.000000 Penalty: 3668.532471
	Iteration 37Q: 3 clusters Score -4260634 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 50894 members 
Entering Unmasked Estep 
Score: -4260723.500000 Penalty: 3668.532471
	Iteration 38Q: 3 clusters Score -4260724 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 51492 members 
Entering Unmasked Estep 
Score: -4260827.000000 Penalty: 3668.532471
	Iteration 39Q: 3 clusters Score -4260827 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -4260915.500000 Penalty: 3668.532471
	Iteration 40F: 3 clusters Score -4260916 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 52768 members 
Entering Unmasked Estep 
Score: -4261002.500000 Penalty: 3668.532471
	Iteration 41Q: 3 clusters Score -4261002 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 53454 members 
Entering Unmasked Estep 
Score: -4261103.500000 Penalty: 3668.532471
	Iteration 42Q: 3 clusters Score -4261104 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 54190 members 
Entering Unmasked Estep 
Score: -4261243.500000 Penalty: 3668.532471
	Iteration 43Q: 3 clusters Score -4261244 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -4261403.000000 Penalty: 3668.532471
	Iteration 44Q: 3 clusters Score -4261403 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 55894 members 
Entering Unmasked Estep 
Score: -4261571.000000 Penalty: 3668.532471
	Iteration 45Q: 3 clusters Score -4261571 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 56763 members 
Entering Unmasked Estep 
Score: -4261788.500000 Penalty: 3668.532471
	Iteration 46Q: 3 clusters Score -4261788 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 57674 members 
Entering Unmasked Estep 
Score: -4262009.000000 Penalty: 3668.532471
	Iteration 47Q: 3 clusters Score -4262009 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 58626 members 
Entering Unmasked Estep 
Score: -4262226.000000 Penalty: 3668.532471
	Iteration 48Q: 3 clusters Score -4262226 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 59589 members 
Entering Unmasked Estep 
Score: -4262462.000000 Penalty: 3668.532471
	Iteration 49Q: 3 clusters Score -4262462 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 60549 members 
Entering Unmasked Estep 
Score: -4262734.000000 Penalty: 3668.532471
	Iteration 50Q: 3 clusters Score -4262734 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 61561 members 
Entering Unmasked Estep 
Score: -4263049.000000 Penalty: 3668.532471
	Iteration 51Q: 3 clusters Score -4263049 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 62632 members 
Entering Unmasked Estep 
Score: -4263400.500000 Penalty: 3668.532471
	Iteration 52Q: 3 clusters Score -4263400 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 63722 members 
Entering Unmasked Estep 
Score: -4263800.000000 Penalty: 3668.532471
	Iteration 53Q: 3 clusters Score -4263800 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 64799 members 
Entering Unmasked Estep 
Score: -4264188.500000 Penalty: 3668.532471
	Iteration 54Q: 3 clusters Score -4264188 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 65869 members 
Entering Unmasked Estep 
Score: -4264614.500000 Penalty: 3668.532471
	Iteration 55Q: 3 clusters Score -4264614 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 66950 members 
Entering Unmasked Estep 
Score: -4265098.500000 Penalty: 3668.532471
	Iteration 56Q: 3 clusters Score -4265098 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 67974 members 
Entering Unmasked Estep 
Score: -4265560.000000 Penalty: 3668.532471
	Iteration 57Q: 3 clusters Score -4265560 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 68933 members 
Entering Unmasked Estep 
Score: -4266036.000000 Penalty: 3668.532471
	Iteration 58Q: 3 clusters Score -4266036 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 69824 members 
Entering Unmasked Estep 
Score: -4266468.500000 Penalty: 3668.532471
	Iteration 59Q: 3 clusters Score -4266468 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 70662 members 
Entering Unmasked Estep 
Score: -4266876.500000 Penalty: 3668.532471
	Iteration 60F: 3 clusters Score -4266876 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 71438 members 
Entering Unmasked Estep 
Score: -4267223.500000 Penalty: 3668.532471
	Iteration 61Q: 3 clusters Score -4267224 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 72084 members 
Entering Unmasked Estep 
Score: -4267536.500000 Penalty: 3668.532471
	Iteration 62Q: 3 clusters Score -4267536 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 72636 members 
Entering Unmasked Estep 
Score: -4267726.500000 Penalty: 3668.532471
	Iteration 63Q: 3 clusters Score -4267726 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 73107 members 
Entering Unmasked Estep 
Score: -4267899.000000 Penalty: 3668.532471
	Iteration 64Q: 3 clusters Score -4267899 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 73506 members 
Entering Unmasked Estep 
Score: -4268044.500000 Penalty: 3668.532471
	Iteration 65Q: 3 clusters Score -4268044 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 73840 members 
Entering Unmasked Estep 
Score: -4268141.500000 Penalty: 3668.532471
	Iteration 66Q: 3 clusters Score -4268142 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 74151 members 
Entering Unmasked Estep 
Score: -4268230.500000 Penalty: 3668.532471
	Iteration 67Q: 3 clusters Score -4268230 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 74446 members 
Entering Unmasked Estep 
Score: -4268310.500000 Penalty: 3668.532471
	Iteration 68Q: 3 clusters Score -4268310 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 74728 members 
Entering Unmasked Estep 
Score: -4268384.000000 Penalty: 3668.532471
	Iteration 69Q: 3 clusters Score -4268384 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 74962 members 
Entering Unmasked Estep 
Score: -4268447.500000 Penalty: 3668.532471
	Iteration 70Q: 3 clusters Score -4268448 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 75173 members 
Entering Unmasked Estep 
Score: -4268509.500000 Penalty: 3668.532471
	Iteration 71Q: 3 clusters Score -4268510 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 75359 members 
Entering Unmasked Estep 
Score: -4268528.500000 Penalty: 3668.532471
	Iteration 72Q: 3 clusters Score -4268528 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 75519 members 
Entering Unmasked Estep 
Score: -4268577.500000 Penalty: 3668.532471
	Iteration 73Q: 3 clusters Score -4268578 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 75652 members 
Entering Unmasked Estep 
Score: -4268607.500000 Penalty: 3668.532471
	Iteration 74Q: 3 clusters Score -4268608 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 75768 members 
Entering Unmasked Estep 
Score: -4268632.500000 Penalty: 3668.532471
	Iteration 75Q: 3 clusters Score -4268632 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 75877 members 
Entering Unmasked Estep 
Score: -4268672.000000 Penalty: 3668.532471
	Iteration 76Q: 3 clusters Score -4268672 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 75992 members 
Entering Unmasked Estep 
Score: -4268686.000000 Penalty: 3668.532471
	Iteration 77Q: 3 clusters Score -4268686 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 76089 members 
Entering Unmasked Estep 
Score: -4268705.000000 Penalty: 3668.532471
	Iteration 78Q: 3 clusters Score -4268705 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 76172 members 
Entering Unmasked Estep 
Score: -4268728.000000 Penalty: 3668.532471
	Iteration 79Q: 3 clusters Score -4268728 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 76251 members 
Entering Unmasked Estep 
Score: -4268747.500000 Penalty: 3668.532471
	Iteration 80F: 3 clusters Score -4268748 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 76326 members 
Entering Unmasked Estep 
Score: -4268745.500000 Penalty: 3668.532471
	Iteration 81Q: 3 clusters Score -4268746 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 76401 members 
Entering Unmasked Estep 
Score: -4268769.000000 Penalty: 3668.532471
	Iteration 82Q: 3 clusters Score -4268769 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 76480 members 
Entering Unmasked Estep 
Score: -4268788.500000 Penalty: 3668.532471
	Iteration 83Q: 3 clusters Score -4268788 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 76541 members 
Entering Unmasked Estep 
Score: -4268795.500000 Penalty: 3668.532471
	Iteration 84Q: 3 clusters Score -4268796 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 76595 members 
Entering Unmasked Estep 
Score: -4268813.000000 Penalty: 3668.532471
	Iteration 85Q: 3 clusters Score -4268813 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 76657 members 
Entering Unmasked Estep 
Score: -4268817.500000 Penalty: 3668.532471
	Iteration 86Q: 3 clusters Score -4268818 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 76720 members 
Entering Unmasked Estep 
Score: -4268822.000000 Penalty: 3668.532471
	Iteration 87Q: 3 clusters Score -4268822 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 76775 members 
Entering Unmasked Estep 
Score: -4268841.000000 Penalty: 3668.532471
	Iteration 88Q: 3 clusters Score -4268841 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 76827 members 
Entering Unmasked Estep 
Score: -4268847.500000 Penalty: 3668.532471
	Iteration 89Q: 3 clusters Score -4268848 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 76883 members 
Entering Unmasked Estep 
Score: -4268867.000000 Penalty: 3668.532471
	Iteration 90Q: 3 clusters Score -4268867 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 76937 members 
Entering Unmasked Estep 
Score: -4268874.500000 Penalty: 3668.532471
	Iteration 91Q: 3 clusters Score -4268874 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 76976 members 
Entering Unmasked Estep 
Score: -4268875.500000 Penalty: 3668.532471
	Iteration 92Q: 3 clusters Score -4268876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 77003 members 
Entering Unmasked Estep 
Score: -4268885.500000 Penalty: 3668.532471
	Iteration 93Q: 3 clusters Score -4268886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 77030 members 
Entering Unmasked Estep 
Score: -4268886.000000 Penalty: 3668.532471
	Iteration 94Q: 3 clusters Score -4268886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 77054 members 
Entering Unmasked Estep 
Score: -4268891.000000 Penalty: 3668.532471
	Iteration 95Q: 3 clusters Score -4268891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 77079 members 
Entering Unmasked Estep 
Score: -4268890.000000 Penalty: 3668.532471
	Iteration 96Q: 3 clusters Score -4268890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 77097 members 
Entering Unmasked Estep 
Score: -4268894.500000 Penalty: 3668.532471
	Iteration 97Q: 3 clusters Score -4268894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 77115 members 
Entering Unmasked Estep 
Score: -4268900.500000 Penalty: 3668.532471
	Iteration 98Q: 3 clusters Score -4268900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 77124 members 
Entering Unmasked Estep 
Score: -4268900.000000 Penalty: 3668.532471
	Iteration 99Q: 3 clusters Score -4268900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 77133 members 
Entering Unmasked Estep 
Score: -4268909.500000 Penalty: 3668.532471
	Iteration 100F: 3 clusters Score -4268910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 77141 members 
Entering Unmasked Estep 
Score: -4268906.000000 Penalty: 3668.532471
	Iteration 101Q: 3 clusters Score -4268906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 77147 members 
Entering Unmasked Estep 
Score: -4268910.000000 Penalty: 3668.532471
	Iteration 102Q: 3 clusters Score -4268910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 77151 members 
Entering Unmasked Estep 
Score: -4268907.000000 Penalty: 3668.532471
	Iteration 103Q: 3 clusters Score -4268907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 77154 members 
Entering Unmasked Estep 
Score: -4268905.000000 Penalty: 3668.532471
	Iteration 104Q: 3 clusters Score -4268905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 77159 members 
Entering Unmasked Estep 
Score: -4268903.000000 Penalty: 3668.532471
	Iteration 105Q: 3 clusters Score -4268903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 77165 members 
Entering Unmasked Estep 
Score: -4268905.000000 Penalty: 3668.532471
	Iteration 106Q: 3 clusters Score -4268905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 77173 members 
Entering Unmasked Estep 
Score: -4268904.000000 Penalty: 3668.532471
	Iteration 107Q: 3 clusters Score -4268904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 77180 members 
Entering Unmasked Estep 
Score: -4268905.500000 Penalty: 3668.532471
	Iteration 108Q: 3 clusters Score -4268906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 77187 members 
Entering Unmasked Estep 
Score: -4268908.500000 Penalty: 3668.532471
	Iteration 109Q: 3 clusters Score -4268908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 77197 members 
Entering Unmasked Estep 
Score: -4268910.000000 Penalty: 3668.532471
	Iteration 110Q: 3 clusters Score -4268910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 77203 members 
Entering Unmasked Estep 
Score: -4268909.500000 Penalty: 3668.532471
	Iteration 111Q: 3 clusters Score -4268910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 77206 members 
Entering Unmasked Estep 
Score: -4268914.000000 Penalty: 3668.532471
	Iteration 112Q: 3 clusters Score -4268914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 77209 members 
Entering Unmasked Estep 
Score: -4268913.000000 Penalty: 3668.532471
	Iteration 113Q: 3 clusters Score -4268913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 77216 members 
Entering Unmasked Estep 
Score: -4268912.000000 Penalty: 3668.532471
	Iteration 114Q: 3 clusters Score -4268912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 77222 members 
Entering Unmasked Estep 
Score: -4268910.000000 Penalty: 3668.532471
	Iteration 115Q: 3 clusters Score -4268910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 77231 members 
Entering Unmasked Estep 
Score: -4268906.500000 Penalty: 3668.532471
	Iteration 116Q: 3 clusters Score -4268906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 77234 members 
Entering Unmasked Estep 
Score: -4268906.500000 Penalty: 3668.532471
	Iteration 117Q: 3 clusters Score -4268906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 77237 members 
Entering Unmasked Estep 
Score: -4268908.000000 Penalty: 3668.532471
	Iteration 118Q: 3 clusters Score -4268908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 77241 members 
Entering Unmasked Estep 
Score: -4268913.500000 Penalty: 3668.532471
	Iteration 119Q: 3 clusters Score -4268914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 77245 members 
Entering Unmasked Estep 
Score: -4268916.500000 Penalty: 3668.532471
	Iteration 120F: 3 clusters Score -4268916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 77252 members 
Entering Unmasked Estep 
Score: -4268912.000000 Penalty: 3668.532471
	Iteration 121Q: 3 clusters Score -4268912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 77259 members 
Entering Unmasked Estep 
Score: -4268910.500000 Penalty: 3668.532471
	Iteration 122Q: 3 clusters Score -4268910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 77264 members 
Entering Unmasked Estep 
Score: -4268910.000000 Penalty: 3668.532471
	Iteration 123Q: 3 clusters Score -4268910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 77266 members 
Entering Unmasked Estep 
Score: -4268913.500000 Penalty: 3668.532471
	Iteration 124Q: 3 clusters Score -4268914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 77266 members 
Entering Unmasked Estep 
Score: -4268913.500000 Penalty: 3668.532471
	Iteration 125F: 3 clusters Score -4268914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Entering Unmasked Estep 
Score: -162835.562500 Penalty: 1310.758789
	Iteration 0F: 2 clusters Score -162835.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -159996.703125 Penalty: 2621.517578
	Iteration 0F: 3 clusters Score -159996.7 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -160677.015625 Penalty: 2621.517578
	Iteration 1F: 3 clusters Score -160677 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -160817.078125 Penalty: 2621.517578
	Iteration 2F: 3 clusters Score -160817.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -160891.250000 Penalty: 2621.517578
	Iteration 3Q: 3 clusters Score -160891.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -160943.421875 Penalty: 2621.517578
	Iteration 4Q: 3 clusters Score -160943.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -160987.781250 Penalty: 2621.517578
	Iteration 5Q: 3 clusters Score -160987.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -161021.343750 Penalty: 2621.517578
	Iteration 6Q: 3 clusters Score -161021.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -161051.046875 Penalty: 2621.517578
	Iteration 7Q: 3 clusters Score -161051 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -161084.484375 Penalty: 2621.517578
	Iteration 8Q: 3 clusters Score -161084.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -161112.984375 Penalty: 2621.517578
	Iteration 9Q: 3 clusters Score -161113 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -161141.000000 Penalty: 2621.517578
	Iteration 10Q: 3 clusters Score -161141 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -161179.406250 Penalty: 2621.517578
	Iteration 11Q: 3 clusters Score -161179.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -161225.703125 Penalty: 2621.517578
	Iteration 12Q: 3 clusters Score -161225.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -161284.484375 Penalty: 2621.517578
	Iteration 13Q: 3 clusters Score -161284.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -161383.328125 Penalty: 2621.517578
	Iteration 14Q: 3 clusters Score -161383.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -161493.875000 Penalty: 2621.517578
	Iteration 15Q: 3 clusters Score -161493.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -161613.640625 Penalty: 2621.517578
	Iteration 16Q: 3 clusters Score -161613.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -161699.062500 Penalty: 2621.517578
	Iteration 17Q: 3 clusters Score -161699.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -161753.078125 Penalty: 2621.517578
	Iteration 18Q: 3 clusters Score -161753.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -161793.234375 Penalty: 2621.517578
	Iteration 19Q: 3 clusters Score -161793.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -161828.015625 Penalty: 2621.517578
	Iteration 20F: 3 clusters Score -161828 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -161857.765625 Penalty: 2621.517578
	Iteration 21Q: 3 clusters Score -161857.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -161879.281250 Penalty: 2621.517578
	Iteration 22Q: 3 clusters Score -161879.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -161888.328125 Penalty: 2621.517578
	Iteration 23Q: 3 clusters Score -161888.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -161896.140625 Penalty: 2621.517578
	Iteration 24Q: 3 clusters Score -161896.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -161906.171875 Penalty: 2621.517578
	Iteration 25Q: 3 clusters Score -161906.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -161919.390625 Penalty: 2621.517578
	Iteration 26Q: 3 clusters Score -161919.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -161930.312500 Penalty: 2621.517578
	Iteration 27Q: 3 clusters Score -161930.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -161941.062500 Penalty: 2621.517578
	Iteration 28Q: 3 clusters Score -161941.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -161948.562500 Penalty: 2621.517578
	Iteration 29Q: 3 clusters Score -161948.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -161955.781250 Penalty: 2621.517578
	Iteration 30Q: 3 clusters Score -161955.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -161959.562500 Penalty: 2621.517578
	Iteration 31Q: 3 clusters Score -161959.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -161960.406250 Penalty: 2621.517578
	Iteration 32Q: 3 clusters Score -161960.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -161961.640625 Penalty: 2621.517578
	Iteration 33Q: 3 clusters Score -161961.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -161962.078125 Penalty: 2621.517578
	Iteration 34Q: 3 clusters Score -161962.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -161963.281250 Penalty: 2621.517578
	Iteration 35Q: 3 clusters Score -161963.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -161965.359375 Penalty: 2621.517578
	Iteration 36Q: 3 clusters Score -161965.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -161966.953125 Penalty: 2621.517578
	Iteration 37Q: 3 clusters Score -161967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -161967.062500 Penalty: 2621.517578
	Iteration 38Q: 3 clusters Score -161967.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -161967.062500 Penalty: 2621.517578
	Iteration 39F: 3 clusters Score -161967.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Entering Unmasked Estep 
Score: -404670.468750 Penalty: 1458.231445
	Iteration 0F: 2 clusters Score -404670.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -398831.625000 Penalty: 2916.462891
	Iteration 0F: 3 clusters Score -398831.6 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -400802.406250 Penalty: 2916.462891
	Iteration 1F: 3 clusters Score -400802.4 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -401278.218750 Penalty: 2916.462891
	Iteration 2F: 3 clusters Score -401278.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -401755.625000 Penalty: 2916.462891
	Iteration 3F: 3 clusters Score -401755.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -402256.656250 Penalty: 2916.462891
	Iteration 4F: 3 clusters Score -402256.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -402634.593750 Penalty: 2916.462891
	Iteration 5F: 3 clusters Score -402634.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -402911.312500 Penalty: 2916.462891
	Iteration 6F: 3 clusters Score -402911.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -403085.156250 Penalty: 2916.462891
	Iteration 7Q: 3 clusters Score -403085.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -403201.312500 Penalty: 2916.462891
	Iteration 8Q: 3 clusters Score -403201.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -403282.781250 Penalty: 2916.462891
	Iteration 9Q: 3 clusters Score -403282.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -403351.093750 Penalty: 2916.462891
	Iteration 10Q: 3 clusters Score -403351.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -403410.156250 Penalty: 2916.462891
	Iteration 11Q: 3 clusters Score -403410.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -403459.406250 Penalty: 2916.462891
	Iteration 12Q: 3 clusters Score -403459.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -403497.281250 Penalty: 2916.462891
	Iteration 13Q: 3 clusters Score -403497.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -403529.562500 Penalty: 2916.462891
	Iteration 14Q: 3 clusters Score -403529.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -403563.187500 Penalty: 2916.462891
	Iteration 15Q: 3 clusters Score -403563.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -403590.125000 Penalty: 2916.462891
	Iteration 16Q: 3 clusters Score -403590.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -403609.593750 Penalty: 2916.462891
	Iteration 17Q: 3 clusters Score -403609.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -403630.062500 Penalty: 2916.462891
	Iteration 18Q: 3 clusters Score -403630.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -403651.093750 Penalty: 2916.462891
	Iteration 19Q: 3 clusters Score -403651.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -403670.500000 Penalty: 2916.462891
	Iteration 20F: 3 clusters Score -403670.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -403687.812500 Penalty: 2916.462891
	Iteration 21Q: 3 clusters Score -403687.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -403708.750000 Penalty: 2916.462891
	Iteration 22Q: 3 clusters Score -403708.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -403725.000000 Penalty: 2916.462891
	Iteration 23Q: 3 clusters Score -403725 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -403740.062500 Penalty: 2916.462891
	Iteration 24Q: 3 clusters Score -403740.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -403755.343750 Penalty: 2916.462891
	Iteration 25Q: 3 clusters Score -403755.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -403762.937500 Penalty: 2916.462891
	Iteration 26Q: 3 clusters Score -403762.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -403769.343750 Penalty: 2916.462891
	Iteration 27Q: 3 clusters Score -403769.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -403775.875000 Penalty: 2916.462891
	Iteration 28Q: 3 clusters Score -403775.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -403780.937500 Penalty: 2916.462891
	Iteration 29Q: 3 clusters Score -403780.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -403783.531250 Penalty: 2916.462891
	Iteration 30Q: 3 clusters Score -403783.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -403784.687500 Penalty: 2916.462891
	Iteration 31Q: 3 clusters Score -403784.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -403786.625000 Penalty: 2916.462891
	Iteration 32Q: 3 clusters Score -403786.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -403788.093750 Penalty: 2916.462891
	Iteration 33Q: 3 clusters Score -403788.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -403788.437500 Penalty: 2916.462891
	Iteration 34Q: 3 clusters Score -403788.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -403788.500000 Penalty: 2916.462891
	Iteration 35Q: 3 clusters Score -403788.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -403790.500000 Penalty: 2916.462891
	Iteration 36Q: 3 clusters Score -403790.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -403792.843750 Penalty: 2916.462891
	Iteration 37Q: 3 clusters Score -403792.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -403793.406250 Penalty: 2916.462891
	Iteration 38Q: 3 clusters Score -403793.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -403795.437500 Penalty: 2916.462891
	Iteration 39Q: 3 clusters Score -403795.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -403795.718750 Penalty: 2916.462891
	Iteration 40F: 3 clusters Score -403795.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -403796.500000 Penalty: 2916.462891
	Iteration 41Q: 3 clusters Score -403796.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -403797.781250 Penalty: 2916.462891
	Iteration 42Q: 3 clusters Score -403797.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -403798.750000 Penalty: 2916.462891
	Iteration 43Q: 3 clusters Score -403798.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -403798.750000 Penalty: 2916.462891
	Iteration 44F: 3 clusters Score -403798.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Entering Unmasked Estep 
Score: -50084.562500 Penalty: 1133.656494
	Iteration 0F: 2 clusters Score -50084.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -48561.300781 Penalty: 2267.312988
	Iteration 0F: 3 clusters Score -48561.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -48822.695312 Penalty: 2267.312988
	Iteration 1F: 3 clusters Score -48822.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -48902.308594 Penalty: 2267.312988
	Iteration 2F: 3 clusters Score -48902.31 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -48937.171875 Penalty: 2267.312988
	Iteration 3Q: 3 clusters Score -48937.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -48949.707031 Penalty: 2267.312988
	Iteration 4Q: 3 clusters Score -48949.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -48958.925781 Penalty: 2267.312988
	Iteration 5Q: 3 clusters Score -48958.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -48963.359375 Penalty: 2267.312988
	Iteration 6Q: 3 clusters Score -48963.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -48969.750000 Penalty: 2267.312988
	Iteration 7Q: 3 clusters Score -48969.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -48971.410156 Penalty: 2267.312988
	Iteration 8Q: 3 clusters Score -48971.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -48975.109375 Penalty: 2267.312988
	Iteration 9Q: 3 clusters Score -48975.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -48979.699219 Penalty: 2267.312988
	Iteration 10Q: 3 clusters Score -48979.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -48980.636719 Penalty: 2267.312988
	Iteration 11Q: 3 clusters Score -48980.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -48980.636719 Penalty: 2267.312988
	Iteration 12F: 3 clusters Score -48980.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (107695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107695 members 
Entering Unmasked Estep 
Score: -5790065.000000 Penalty: 1882.896973
	Iteration 0F: 2 clusters Score -5790065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54060 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
Score: -5718014.500000 Penalty: 3765.793945
	Iteration 0F: 3 clusters Score -5718014 nChanged 51551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58459 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -5748943.000000 Penalty: 3765.793945
	Iteration 1F: 3 clusters Score -5748943 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61373 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -5750432.000000 Penalty: 3765.793945
	Iteration 2Q: 3 clusters Score -5750432 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65703 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -5752982.500000 Penalty: 3765.793945
	Iteration 3F: 3 clusters Score -5752982 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71705 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -5757049.000000 Penalty: 3765.793945
	Iteration 4F: 3 clusters Score -5757049 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79426 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -5763125.000000 Penalty: 3765.793945
	Iteration 5F: 3 clusters Score -5763125 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87877 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -5770716.000000 Penalty: 3765.793945
	Iteration 6F: 3 clusters Score -5770716 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95584 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -5777981.000000 Penalty: 3765.793945
	Iteration 7F: 3 clusters Score -5777981 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101046 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -5783167.000000 Penalty: 3765.793945
	Iteration 8F: 3 clusters Score -5783167 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104167 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -5785921.500000 Penalty: 3765.793945
	Iteration 9Q: 3 clusters Score -5785922 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105736 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5787274.500000 Penalty: 3765.793945
	Iteration 10Q: 3 clusters Score -5787274 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106471 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5787917.000000 Penalty: 3765.793945
	Iteration 11Q: 3 clusters Score -5787917 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106750 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5788211.000000 Penalty: 3765.793945
	Iteration 12Q: 3 clusters Score -5788211 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106859 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5788366.000000 Penalty: 3765.793945
	Iteration 13Q: 3 clusters Score -5788366 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106914 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5788449.500000 Penalty: 3765.793945
	Iteration 14Q: 3 clusters Score -5788450 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106954 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5788497.000000 Penalty: 3765.793945
	Iteration 15Q: 3 clusters Score -5788497 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106970 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5788532.000000 Penalty: 3765.793945
	Iteration 16Q: 3 clusters Score -5788532 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106990 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5788558.500000 Penalty: 3765.793945
	Iteration 17Q: 3 clusters Score -5788558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107009 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5788584.000000 Penalty: 3765.793945
	Iteration 18Q: 3 clusters Score -5788584 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107019 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5788607.500000 Penalty: 3765.793945
	Iteration 19Q: 3 clusters Score -5788608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107028 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5788617.000000 Penalty: 3765.793945
	Iteration 20F: 3 clusters Score -5788617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107033 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5788625.000000 Penalty: 3765.793945
	Iteration 21Q: 3 clusters Score -5788625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107030 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5788625.500000 Penalty: 3765.793945
	Iteration 22Q: 3 clusters Score -5788626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107033 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5788624.500000 Penalty: 3765.793945
	Iteration 23Q: 3 clusters Score -5788624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107035 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5788625.000000 Penalty: 3765.793945
	Iteration 24Q: 3 clusters Score -5788625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107036 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5788628.500000 Penalty: 3765.793945
	Iteration 25Q: 3 clusters Score -5788628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107037 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5788632.000000 Penalty: 3765.793945
	Iteration 26Q: 3 clusters Score -5788632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107039 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5788631.500000 Penalty: 3765.793945
	Iteration 27Q: 3 clusters Score -5788632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107041 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5788633.000000 Penalty: 3765.793945
	Iteration 28Q: 3 clusters Score -5788633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107042 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5788629.500000 Penalty: 3765.793945
	Iteration 29Q: 3 clusters Score -5788630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107041 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5788632.500000 Penalty: 3765.793945
	Iteration 30Q: 3 clusters Score -5788632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107043 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5788630.000000 Penalty: 3765.793945
	Iteration 31Q: 3 clusters Score -5788630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107043 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5788630.000000 Penalty: 3765.793945
	Iteration 32F: 3 clusters Score -5788630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Entering Unmasked Estep 
Score: -74825.382812 Penalty: 1237.165283
	Iteration 0F: 2 clusters Score -74825.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -72734.437500 Penalty: 2474.330566
	Iteration 0F: 3 clusters Score -72734.44 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -73247.281250 Penalty: 2474.330566
	Iteration 1F: 3 clusters Score -73247.28 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -73362.093750 Penalty: 2474.330566
	Iteration 2F: 3 clusters Score -73362.09 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -73441.296875 Penalty: 2474.330566
	Iteration 3Q: 3 clusters Score -73441.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -73574.781250 Penalty: 2474.330566
	Iteration 4Q: 3 clusters Score -73574.78 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -73688.156250 Penalty: 2474.330566
	Iteration 5Q: 3 clusters Score -73688.16 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -73779.507812 Penalty: 2474.330566
	Iteration 6Q: 3 clusters Score -73779.51 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -73858.734375 Penalty: 2474.330566
	Iteration 7Q: 3 clusters Score -73858.73 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -73914.898438 Penalty: 2474.330566
	Iteration 8Q: 3 clusters Score -73914.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -73959.242188 Penalty: 2474.330566
	Iteration 9Q: 3 clusters Score -73959.24 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -73997.382812 Penalty: 2474.330566
	Iteration 10Q: 3 clusters Score -73997.38 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -74040.273438 Penalty: 2474.330566
	Iteration 11Q: 3 clusters Score -74040.27 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -74089.304688 Penalty: 2474.330566
	Iteration 12Q: 3 clusters Score -74089.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -74134.210938 Penalty: 2474.330566
	Iteration 13Q: 3 clusters Score -74134.21 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -74167.093750 Penalty: 2474.330566
	Iteration 14Q: 3 clusters Score -74167.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -74186.859375 Penalty: 2474.330566
	Iteration 15Q: 3 clusters Score -74186.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -74210.742188 Penalty: 2474.330566
	Iteration 16Q: 3 clusters Score -74210.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -74226.140625 Penalty: 2474.330566
	Iteration 17Q: 3 clusters Score -74226.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -74232.937500 Penalty: 2474.330566
	Iteration 18Q: 3 clusters Score -74232.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -74238.359375 Penalty: 2474.330566
	Iteration 19Q: 3 clusters Score -74238.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -74239.984375 Penalty: 2474.330566
	Iteration 20F: 3 clusters Score -74239.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -74240.992188 Penalty: 2474.330566
	Iteration 21Q: 3 clusters Score -74240.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -74242.367188 Penalty: 2474.330566
	Iteration 22Q: 3 clusters Score -74242.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -74243.539062 Penalty: 2474.330566
	Iteration 23Q: 3 clusters Score -74243.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -74243.539062 Penalty: 2474.330566
	Iteration 24F: 3 clusters Score -74243.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Entering Unmasked Estep 
Score: -351505.062500 Penalty: 1431.796631
	Iteration 0F: 2 clusters Score -351505.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -346429.625000 Penalty: 2863.593262
	Iteration 0F: 3 clusters Score -346429.6 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -347908.718750 Penalty: 2863.593262
	Iteration 1F: 3 clusters Score -347908.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -348059.093750 Penalty: 2863.593262
	Iteration 2F: 3 clusters Score -348059.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -348169.562500 Penalty: 2863.593262
	Iteration 3Q: 3 clusters Score -348169.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -348260.281250 Penalty: 2863.593262
	Iteration 4Q: 3 clusters Score -348260.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -348342.093750 Penalty: 2863.593262
	Iteration 5Q: 3 clusters Score -348342.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -348430.062500 Penalty: 2863.593262
	Iteration 6Q: 3 clusters Score -348430.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -348546.250000 Penalty: 2863.593262
	Iteration 7Q: 3 clusters Score -348546.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -348684.156250 Penalty: 2863.593262
	Iteration 8Q: 3 clusters Score -348684.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -348818.968750 Penalty: 2863.593262
	Iteration 9Q: 3 clusters Score -348819 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -348986.968750 Penalty: 2863.593262
	Iteration 10Q: 3 clusters Score -348987 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -349171.937500 Penalty: 2863.593262
	Iteration 11Q: 3 clusters Score -349171.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -349367.343750 Penalty: 2863.593262
	Iteration 12Q: 3 clusters Score -349367.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -349543.437500 Penalty: 2863.593262
	Iteration 13Q: 3 clusters Score -349543.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -349697.093750 Penalty: 2863.593262
	Iteration 14Q: 3 clusters Score -349697.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -349801.562500 Penalty: 2863.593262
	Iteration 15Q: 3 clusters Score -349801.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -349889.562500 Penalty: 2863.593262
	Iteration 16Q: 3 clusters Score -349889.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -349964.656250 Penalty: 2863.593262
	Iteration 17Q: 3 clusters Score -349964.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -350024.968750 Penalty: 2863.593262
	Iteration 18Q: 3 clusters Score -350025 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -350071.468750 Penalty: 2863.593262
	Iteration 19Q: 3 clusters Score -350071.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -350122.312500 Penalty: 2863.593262
	Iteration 20F: 3 clusters Score -350122.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -350157.062500 Penalty: 2863.593262
	Iteration 21Q: 3 clusters Score -350157.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -350185.625000 Penalty: 2863.593262
	Iteration 22Q: 3 clusters Score -350185.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -350215.937500 Penalty: 2863.593262
	Iteration 23Q: 3 clusters Score -350215.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -350234.937500 Penalty: 2863.593262
	Iteration 24Q: 3 clusters Score -350234.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -350258.062500 Penalty: 2863.593262
	Iteration 25Q: 3 clusters Score -350258.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -350273.312500 Penalty: 2863.593262
	Iteration 26Q: 3 clusters Score -350273.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -350281.937500 Penalty: 2863.593262
	Iteration 27Q: 3 clusters Score -350281.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -350290.500000 Penalty: 2863.593262
	Iteration 28Q: 3 clusters Score -350290.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -350300.125000 Penalty: 2863.593262
	Iteration 29Q: 3 clusters Score -350300.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -350308.437500 Penalty: 2863.593262
	Iteration 30Q: 3 clusters Score -350308.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -350313.843750 Penalty: 2863.593262
	Iteration 31Q: 3 clusters Score -350313.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -350315.343750 Penalty: 2863.593262
	Iteration 32Q: 3 clusters Score -350315.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -350318.062500 Penalty: 2863.593262
	Iteration 33Q: 3 clusters Score -350318.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -350319.906250 Penalty: 2863.593262
	Iteration 34Q: 3 clusters Score -350319.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -350320.781250 Penalty: 2863.593262
	Iteration 35Q: 3 clusters Score -350320.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -350320.781250 Penalty: 2863.593262
	Iteration 36F: 3 clusters Score -350320.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (187801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187801 members 
Entering Unmasked Estep 
Score: -10178428.000000 Penalty: 1973.259888
	Iteration 0F: 2 clusters Score -1.017843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93879 members 
Mstep: Class 2 contains 93922 members 
Entering Unmasked Estep 
Score: -10052125.000000 Penalty: 3946.519775
	Iteration 0F: 3 clusters Score -1.005212e+07 nChanged 90797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89400 members 
Mstep: Class 2 contains 98401 members 
Entering Unmasked Estep 
Score: -10106186.000000 Penalty: 3946.519775
	Iteration 1F: 3 clusters Score -1.010619e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 101202 members 
Entering Unmasked Estep 
Score: -10108044.000000 Penalty: 3946.519775
	Iteration 2Q: 3 clusters Score -1.010804e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82490 members 
Mstep: Class 2 contains 105311 members 
Entering Unmasked Estep 
Score: -10110618.000000 Penalty: 3946.519775
	Iteration 3Q: 3 clusters Score -1.011062e+07 nChanged 9419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76647 members 
Mstep: Class 2 contains 111154 members 
Entering Unmasked Estep 
Score: -10114951.000000 Penalty: 3946.519775
	Iteration 4F: 3 clusters Score -1.011495e+07 nChanged 12120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68363 members 
Mstep: Class 2 contains 119438 members 
Entering Unmasked Estep 
Score: -10122346.000000 Penalty: 3946.519775
	Iteration 5F: 3 clusters Score -1.012235e+07 nChanged 14084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58309 members 
Mstep: Class 2 contains 129492 members 
Entering Unmasked Estep 
Score: -10132037.000000 Penalty: 3946.519775
	Iteration 6F: 3 clusters Score -1.013204e+07 nChanged 14022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 140110 members 
Entering Unmasked Estep 
Score: -10143307.000000 Penalty: 3946.519775
	Iteration 7F: 3 clusters Score -1.014331e+07 nChanged 11661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 149271 members 
Entering Unmasked Estep 
Score: -10155200.000000 Penalty: 3946.519775
	Iteration 8F: 3 clusters Score -1.01552e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 154769 members 
Entering Unmasked Estep 
Score: -10164380.000000 Penalty: 3946.519775
	Iteration 9Q: 3 clusters Score -1.016438e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 157355 members 
Entering Unmasked Estep 
Score: -10168069.000000 Penalty: 3946.519775
	Iteration 10Q: 3 clusters Score -1.016807e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 159397 members 
Entering Unmasked Estep 
Score: -10169440.000000 Penalty: 3946.519775
	Iteration 11Q: 3 clusters Score -1.016944e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 161253 members 
Entering Unmasked Estep 
Score: -10170313.000000 Penalty: 3946.519775
	Iteration 12Q: 3 clusters Score -1.017031e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 162960 members 
Entering Unmasked Estep 
Score: -10170909.000000 Penalty: 3946.519775
	Iteration 13Q: 3 clusters Score -1.017091e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 164525 members 
Entering Unmasked Estep 
Score: -10171472.000000 Penalty: 3946.519775
	Iteration 14Q: 3 clusters Score -1.017147e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 165975 members 
Entering Unmasked Estep 
Score: -10171980.000000 Penalty: 3946.519775
	Iteration 15Q: 3 clusters Score -1.017198e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 167353 members 
Entering Unmasked Estep 
Score: -10172443.000000 Penalty: 3946.519775
	Iteration 16Q: 3 clusters Score -1.017244e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 168630 members 
Entering Unmasked Estep 
Score: -10172999.000000 Penalty: 3946.519775
	Iteration 17Q: 3 clusters Score -1.0173e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 169759 members 
Entering Unmasked Estep 
Score: -10173506.000000 Penalty: 3946.519775
	Iteration 18Q: 3 clusters Score -1.017351e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 170823 members 
Entering Unmasked Estep 
Score: -10174107.000000 Penalty: 3946.519775
	Iteration 19Q: 3 clusters Score -1.017411e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 171747 members 
Entering Unmasked Estep 
Score: -10174539.000000 Penalty: 3946.519775
	Iteration 20F: 3 clusters Score -1.017454e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 172561 members 
Entering Unmasked Estep 
Score: -10174926.000000 Penalty: 3946.519775
	Iteration 21Q: 3 clusters Score -1.017493e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 173271 members 
Entering Unmasked Estep 
Score: -10175273.000000 Penalty: 3946.519775
	Iteration 22Q: 3 clusters Score -1.017527e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 173838 members 
Entering Unmasked Estep 
Score: -10175499.000000 Penalty: 3946.519775
	Iteration 23Q: 3 clusters Score -1.01755e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 174294 members 
Entering Unmasked Estep 
Score: -10175652.000000 Penalty: 3946.519775
	Iteration 24Q: 3 clusters Score -1.017565e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 174670 members 
Entering Unmasked Estep 
Score: -10175785.000000 Penalty: 3946.519775
	Iteration 25Q: 3 clusters Score -1.017578e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 175022 members 
Entering Unmasked Estep 
Score: -10175831.000000 Penalty: 3946.519775
	Iteration 26Q: 3 clusters Score -1.017583e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 175327 members 
Entering Unmasked Estep 
Score: -10175900.000000 Penalty: 3946.519775
	Iteration 27Q: 3 clusters Score -1.01759e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 175611 members 
Entering Unmasked Estep 
Score: -10175971.000000 Penalty: 3946.519775
	Iteration 28Q: 3 clusters Score -1.017597e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 175883 members 
Entering Unmasked Estep 
Score: -10175973.000000 Penalty: 3946.519775
	Iteration 29Q: 3 clusters Score -1.017597e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 176100 members 
Entering Unmasked Estep 
Score: -10176016.000000 Penalty: 3946.519775
	Iteration 30Q: 3 clusters Score -1.017602e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 176311 members 
Entering Unmasked Estep 
Score: -10176075.000000 Penalty: 3946.519775
	Iteration 31Q: 3 clusters Score -1.017608e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 176515 members 
Entering Unmasked Estep 
Score: -10176115.000000 Penalty: 3946.519775
	Iteration 32Q: 3 clusters Score -1.017612e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 176697 members 
Entering Unmasked Estep 
Score: -10176136.000000 Penalty: 3946.519775
	Iteration 33Q: 3 clusters Score -1.017614e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 176876 members 
Entering Unmasked Estep 
Score: -10176169.000000 Penalty: 3946.519775
	Iteration 34Q: 3 clusters Score -1.017617e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 177029 members 
Entering Unmasked Estep 
Score: -10176168.000000 Penalty: 3946.519775
	Iteration 35Q: 3 clusters Score -1.017617e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 177166 members 
Entering Unmasked Estep 
Score: -10176164.000000 Penalty: 3946.519775
	Iteration 36Q: 3 clusters Score -1.017616e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 177309 members 
Entering Unmasked Estep 
Score: -10176174.000000 Penalty: 3946.519775
	Iteration 37Q: 3 clusters Score -1.017617e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 177432 members 
Entering Unmasked Estep 
Score: -10176170.000000 Penalty: 3946.519775
	Iteration 38Q: 3 clusters Score -1.017617e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 177571 members 
Entering Unmasked Estep 
Score: -10176190.000000 Penalty: 3946.519775
	Iteration 39Q: 3 clusters Score -1.017619e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 177697 members 
Entering Unmasked Estep 
Score: -10176201.000000 Penalty: 3946.519775
	Iteration 40F: 3 clusters Score -1.01762e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 177823 members 
Entering Unmasked Estep 
Score: -10176211.000000 Penalty: 3946.519775
	Iteration 41Q: 3 clusters Score -1.017621e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 177944 members 
Entering Unmasked Estep 
Score: -10176232.000000 Penalty: 3946.519775
	Iteration 42Q: 3 clusters Score -1.017623e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 178051 members 
Entering Unmasked Estep 
Score: -10176253.000000 Penalty: 3946.519775
	Iteration 43Q: 3 clusters Score -1.017625e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 178164 members 
Entering Unmasked Estep 
Score: -10176270.000000 Penalty: 3946.519775
	Iteration 44Q: 3 clusters Score -1.017627e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 178281 members 
Entering Unmasked Estep 
Score: -10176257.000000 Penalty: 3946.519775
	Iteration 45Q: 3 clusters Score -1.017626e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 178412 members 
Entering Unmasked Estep 
Score: -10176257.000000 Penalty: 3946.519775
	Iteration 46Q: 3 clusters Score -1.017626e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 178532 members 
Entering Unmasked Estep 
Score: -10176267.000000 Penalty: 3946.519775
	Iteration 47Q: 3 clusters Score -1.017627e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 178654 members 
Entering Unmasked Estep 
Score: -10176263.000000 Penalty: 3946.519775
	Iteration 48Q: 3 clusters Score -1.017626e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 178766 members 
Entering Unmasked Estep 
Score: -10176306.000000 Penalty: 3946.519775
	Iteration 49Q: 3 clusters Score -1.017631e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 178880 members 
Entering Unmasked Estep 
Score: -10176305.000000 Penalty: 3946.519775
	Iteration 50Q: 3 clusters Score -1.01763e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 178998 members 
Entering Unmasked Estep 
Score: -10176310.000000 Penalty: 3946.519775
	Iteration 51Q: 3 clusters Score -1.017631e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 179108 members 
Entering Unmasked Estep 
Score: -10176326.000000 Penalty: 3946.519775
	Iteration 52Q: 3 clusters Score -1.017633e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 179242 members 
Entering Unmasked Estep 
Score: -10176356.000000 Penalty: 3946.519775
	Iteration 53Q: 3 clusters Score -1.017636e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 179367 members 
Entering Unmasked Estep 
Score: -10176350.000000 Penalty: 3946.519775
	Iteration 54Q: 3 clusters Score -1.017635e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 179479 members 
Entering Unmasked Estep 
Score: -10176357.000000 Penalty: 3946.519775
	Iteration 55Q: 3 clusters Score -1.017636e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 179601 members 
Entering Unmasked Estep 
Score: -10176393.000000 Penalty: 3946.519775
	Iteration 56Q: 3 clusters Score -1.017639e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 179720 members 
Entering Unmasked Estep 
Score: -10176394.000000 Penalty: 3946.519775
	Iteration 57Q: 3 clusters Score -1.017639e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 179830 members 
Entering Unmasked Estep 
Score: -10176390.000000 Penalty: 3946.519775
	Iteration 58Q: 3 clusters Score -1.017639e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 179947 members 
Entering Unmasked Estep 
Score: -10176408.000000 Penalty: 3946.519775
	Iteration 59Q: 3 clusters Score -1.017641e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 180065 members 
Entering Unmasked Estep 
Score: -10176430.000000 Penalty: 3946.519775
	Iteration 60F: 3 clusters Score -1.017643e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 180184 members 
Entering Unmasked Estep 
Score: -10176443.000000 Penalty: 3946.519775
	Iteration 61Q: 3 clusters Score -1.017644e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 180316 members 
Entering Unmasked Estep 
Score: -10176461.000000 Penalty: 3946.519775
	Iteration 62Q: 3 clusters Score -1.017646e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 180437 members 
Entering Unmasked Estep 
Score: -10176485.000000 Penalty: 3946.519775
	Iteration 63Q: 3 clusters Score -1.017648e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 180555 members 
Entering Unmasked Estep 
Score: -10176481.000000 Penalty: 3946.519775
	Iteration 64Q: 3 clusters Score -1.017648e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 180651 members 
Entering Unmasked Estep 
Score: -10176503.000000 Penalty: 3946.519775
	Iteration 65Q: 3 clusters Score -1.01765e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 180744 members 
Entering Unmasked Estep 
Score: -10176495.000000 Penalty: 3946.519775
	Iteration 66Q: 3 clusters Score -1.01765e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 180817 members 
Entering Unmasked Estep 
Score: -10176488.000000 Penalty: 3946.519775
	Iteration 67Q: 3 clusters Score -1.017649e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 180878 members 
Entering Unmasked Estep 
Score: -10176486.000000 Penalty: 3946.519775
	Iteration 68Q: 3 clusters Score -1.017649e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 180923 members 
Entering Unmasked Estep 
Score: -10176491.000000 Penalty: 3946.519775
	Iteration 69Q: 3 clusters Score -1.017649e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 180972 members 
Entering Unmasked Estep 
Score: -10176493.000000 Penalty: 3946.519775
	Iteration 70Q: 3 clusters Score -1.017649e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 181018 members 
Entering Unmasked Estep 
Score: -10176468.000000 Penalty: 3946.519775
	Iteration 71Q: 3 clusters Score -1.017647e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 181056 members 
Entering Unmasked Estep 
Score: -10176462.000000 Penalty: 3946.519775
	Iteration 72Q: 3 clusters Score -1.017646e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 181093 members 
Entering Unmasked Estep 
Score: -10176475.000000 Penalty: 3946.519775
	Iteration 73Q: 3 clusters Score -1.017648e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 181136 members 
Entering Unmasked Estep 
Score: -10176480.000000 Penalty: 3946.519775
	Iteration 74Q: 3 clusters Score -1.017648e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 181194 members 
Entering Unmasked Estep 
Score: -10176494.000000 Penalty: 3946.519775
	Iteration 75Q: 3 clusters Score -1.017649e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 181256 members 
Entering Unmasked Estep 
Score: -10176484.000000 Penalty: 3946.519775
	Iteration 76Q: 3 clusters Score -1.017648e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 181324 members 
Entering Unmasked Estep 
Score: -10176505.000000 Penalty: 3946.519775
	Iteration 77Q: 3 clusters Score -1.01765e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 181382 members 
Entering Unmasked Estep 
Score: -10176509.000000 Penalty: 3946.519775
	Iteration 78Q: 3 clusters Score -1.017651e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 181440 members 
Entering Unmasked Estep 
Score: -10176504.000000 Penalty: 3946.519775
	Iteration 79Q: 3 clusters Score -1.01765e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 181501 members 
Entering Unmasked Estep 
Score: -10176521.000000 Penalty: 3946.519775
	Iteration 80F: 3 clusters Score -1.017652e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 181558 members 
Entering Unmasked Estep 
Score: -10176545.000000 Penalty: 3946.519775
	Iteration 81Q: 3 clusters Score -1.017654e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 181606 members 
Entering Unmasked Estep 
Score: -10176539.000000 Penalty: 3946.519775
	Iteration 82Q: 3 clusters Score -1.017654e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 181652 members 
Entering Unmasked Estep 
Score: -10176561.000000 Penalty: 3946.519775
	Iteration 83Q: 3 clusters Score -1.017656e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 181705 members 
Entering Unmasked Estep 
Score: -10176570.000000 Penalty: 3946.519775
	Iteration 84Q: 3 clusters Score -1.017657e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 181749 members 
Entering Unmasked Estep 
Score: -10176596.000000 Penalty: 3946.519775
	Iteration 85Q: 3 clusters Score -1.01766e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 181791 members 
Entering Unmasked Estep 
Score: -10176590.000000 Penalty: 3946.519775
	Iteration 86Q: 3 clusters Score -1.017659e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 181830 members 
Entering Unmasked Estep 
Score: -10176591.000000 Penalty: 3946.519775
	Iteration 87Q: 3 clusters Score -1.017659e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 181876 members 
Entering Unmasked Estep 
Score: -10176594.000000 Penalty: 3946.519775
	Iteration 88Q: 3 clusters Score -1.017659e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 181919 members 
Entering Unmasked Estep 
Score: -10176584.000000 Penalty: 3946.519775
	Iteration 89Q: 3 clusters Score -1.017658e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 181962 members 
Entering Unmasked Estep 
Score: -10176589.000000 Penalty: 3946.519775
	Iteration 90Q: 3 clusters Score -1.017659e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 181995 members 
Entering Unmasked Estep 
Score: -10176605.000000 Penalty: 3946.519775
	Iteration 91Q: 3 clusters Score -1.01766e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 182022 members 
Entering Unmasked Estep 
Score: -10176622.000000 Penalty: 3946.519775
	Iteration 92Q: 3 clusters Score -1.017662e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 182050 members 
Entering Unmasked Estep 
Score: -10176615.000000 Penalty: 3946.519775
	Iteration 93Q: 3 clusters Score -1.017662e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 182076 members 
Entering Unmasked Estep 
Score: -10176612.000000 Penalty: 3946.519775
	Iteration 94Q: 3 clusters Score -1.017661e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 182103 members 
Entering Unmasked Estep 
Score: -10176613.000000 Penalty: 3946.519775
	Iteration 95Q: 3 clusters Score -1.017661e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 182125 members 
Entering Unmasked Estep 
Score: -10176611.000000 Penalty: 3946.519775
	Iteration 96Q: 3 clusters Score -1.017661e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 182147 members 
Entering Unmasked Estep 
Score: -10176596.000000 Penalty: 3946.519775
	Iteration 97Q: 3 clusters Score -1.01766e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 182171 members 
Entering Unmasked Estep 
Score: -10176601.000000 Penalty: 3946.519775
	Iteration 98Q: 3 clusters Score -1.01766e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 182198 members 
Entering Unmasked Estep 
Score: -10176604.000000 Penalty: 3946.519775
	Iteration 99Q: 3 clusters Score -1.01766e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 182227 members 
Entering Unmasked Estep 
Score: -10176597.000000 Penalty: 3946.519775
	Iteration 100F: 3 clusters Score -1.01766e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 182261 members 
Entering Unmasked Estep 
Score: -10176601.000000 Penalty: 3946.519775
	Iteration 101Q: 3 clusters Score -1.01766e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 182297 members 
Entering Unmasked Estep 
Score: -10176618.000000 Penalty: 3946.519775
	Iteration 102Q: 3 clusters Score -1.017662e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 182335 members 
Entering Unmasked Estep 
Score: -10176611.000000 Penalty: 3946.519775
	Iteration 103Q: 3 clusters Score -1.017661e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 182368 members 
Entering Unmasked Estep 
Score: -10176614.000000 Penalty: 3946.519775
	Iteration 104Q: 3 clusters Score -1.017661e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 182393 members 
Entering Unmasked Estep 
Score: -10176606.000000 Penalty: 3946.519775
	Iteration 105Q: 3 clusters Score -1.017661e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 182428 members 
Entering Unmasked Estep 
Score: -10176612.000000 Penalty: 3946.519775
	Iteration 106Q: 3 clusters Score -1.017661e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 182452 members 
Entering Unmasked Estep 
Score: -10176603.000000 Penalty: 3946.519775
	Iteration 107Q: 3 clusters Score -1.01766e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 182486 members 
Entering Unmasked Estep 
Score: -10176604.000000 Penalty: 3946.519775
	Iteration 108Q: 3 clusters Score -1.01766e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 182524 members 
Entering Unmasked Estep 
Score: -10176605.000000 Penalty: 3946.519775
	Iteration 109Q: 3 clusters Score -1.01766e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 182556 members 
Entering Unmasked Estep 
Score: -10176599.000000 Penalty: 3946.519775
	Iteration 110Q: 3 clusters Score -1.01766e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 182589 members 
Entering Unmasked Estep 
Score: -10176604.000000 Penalty: 3946.519775
	Iteration 111Q: 3 clusters Score -1.01766e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 182622 members 
Entering Unmasked Estep 
Score: -10176609.000000 Penalty: 3946.519775
	Iteration 112Q: 3 clusters Score -1.017661e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 182652 members 
Entering Unmasked Estep 
Score: -10176615.000000 Penalty: 3946.519775
	Iteration 113Q: 3 clusters Score -1.017662e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 182692 members 
Entering Unmasked Estep 
Score: -10176622.000000 Penalty: 3946.519775
	Iteration 114Q: 3 clusters Score -1.017662e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 182740 members 
Entering Unmasked Estep 
Score: -10176641.000000 Penalty: 3946.519775
	Iteration 115Q: 3 clusters Score -1.017664e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 182783 members 
Entering Unmasked Estep 
Score: -10176644.000000 Penalty: 3946.519775
	Iteration 116Q: 3 clusters Score -1.017664e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 182824 members 
Entering Unmasked Estep 
Score: -10176671.000000 Penalty: 3946.519775
	Iteration 117Q: 3 clusters Score -1.017667e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 182873 members 
Entering Unmasked Estep 
Score: -10176652.000000 Penalty: 3946.519775
	Iteration 118Q: 3 clusters Score -1.017665e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 182909 members 
Entering Unmasked Estep 
Score: -10176662.000000 Penalty: 3946.519775
	Iteration 119Q: 3 clusters Score -1.017666e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 182943 members 
Entering Unmasked Estep 
Score: -10176671.000000 Penalty: 3946.519775
	Iteration 120F: 3 clusters Score -1.017667e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 182976 members 
Entering Unmasked Estep 
Score: -10176667.000000 Penalty: 3946.519775
	Iteration 121Q: 3 clusters Score -1.017667e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 183013 members 
Entering Unmasked Estep 
Score: -10176669.000000 Penalty: 3946.519775
	Iteration 122Q: 3 clusters Score -1.017667e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 183059 members 
Entering Unmasked Estep 
Score: -10176668.000000 Penalty: 3946.519775
	Iteration 123Q: 3 clusters Score -1.017667e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 183098 members 
Entering Unmasked Estep 
Score: -10176675.000000 Penalty: 3946.519775
	Iteration 124Q: 3 clusters Score -1.017668e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 183143 members 
Entering Unmasked Estep 
Score: -10176677.000000 Penalty: 3946.519775
	Iteration 125Q: 3 clusters Score -1.017668e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 183189 members 
Entering Unmasked Estep 
Score: -10176673.000000 Penalty: 3946.519775
	Iteration 126Q: 3 clusters Score -1.017667e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 183230 members 
Entering Unmasked Estep 
Score: -10176667.000000 Penalty: 3946.519775
	Iteration 127Q: 3 clusters Score -1.017667e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 183275 members 
Entering Unmasked Estep 
Score: -10176676.000000 Penalty: 3946.519775
	Iteration 128Q: 3 clusters Score -1.017668e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 183326 members 
Entering Unmasked Estep 
Score: -10176672.000000 Penalty: 3946.519775
	Iteration 129Q: 3 clusters Score -1.017667e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 183387 members 
Entering Unmasked Estep 
Score: -10176661.000000 Penalty: 3946.519775
	Iteration 130Q: 3 clusters Score -1.017666e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 183432 members 
Entering Unmasked Estep 
Score: -10176652.000000 Penalty: 3946.519775
	Iteration 131Q: 3 clusters Score -1.017665e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 183473 members 
Entering Unmasked Estep 
Score: -10176645.000000 Penalty: 3946.519775
	Iteration 132Q: 3 clusters Score -1.017664e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 183512 members 
Entering Unmasked Estep 
Score: -10176653.000000 Penalty: 3946.519775
	Iteration 133Q: 3 clusters Score -1.017665e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 183538 members 
Entering Unmasked Estep 
Score: -10176647.000000 Penalty: 3946.519775
	Iteration 134Q: 3 clusters Score -1.017665e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 183556 members 
Entering Unmasked Estep 
Score: -10176660.000000 Penalty: 3946.519775
	Iteration 135Q: 3 clusters Score -1.017666e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 183572 members 
Entering Unmasked Estep 
Score: -10176675.000000 Penalty: 3946.519775
	Iteration 136Q: 3 clusters Score -1.017668e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 183593 members 
Entering Unmasked Estep 
Score: -10176663.000000 Penalty: 3946.519775
	Iteration 137Q: 3 clusters Score -1.017666e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 183615 members 
Entering Unmasked Estep 
Score: -10176677.000000 Penalty: 3946.519775
	Iteration 138Q: 3 clusters Score -1.017668e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 183637 members 
Entering Unmasked Estep 
Score: -10176693.000000 Penalty: 3946.519775
	Iteration 139Q: 3 clusters Score -1.017669e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 183654 members 
Entering Unmasked Estep 
Score: -10176690.000000 Penalty: 3946.519775
	Iteration 140F: 3 clusters Score -1.017669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 183664 members 
Entering Unmasked Estep 
Score: -10176692.000000 Penalty: 3946.519775
	Iteration 141Q: 3 clusters Score -1.017669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 183675 members 
Entering Unmasked Estep 
Score: -10176699.000000 Penalty: 3946.519775
	Iteration 142Q: 3 clusters Score -1.01767e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 183686 members 
Entering Unmasked Estep 
Score: -10176702.000000 Penalty: 3946.519775
	Iteration 143Q: 3 clusters Score -1.01767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 183690 members 
Entering Unmasked Estep 
Score: -10176699.000000 Penalty: 3946.519775
	Iteration 144Q: 3 clusters Score -1.01767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 183695 members 
Entering Unmasked Estep 
Score: -10176699.000000 Penalty: 3946.519775
	Iteration 145Q: 3 clusters Score -1.01767e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 183703 members 
Entering Unmasked Estep 
Score: -10176698.000000 Penalty: 3946.519775
	Iteration 146Q: 3 clusters Score -1.01767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 183709 members 
Entering Unmasked Estep 
Score: -10176703.000000 Penalty: 3946.519775
	Iteration 147Q: 3 clusters Score -1.01767e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 183716 members 
Entering Unmasked Estep 
Score: -10176698.000000 Penalty: 3946.519775
	Iteration 148Q: 3 clusters Score -1.01767e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 183723 members 
Entering Unmasked Estep 
Score: -10176704.000000 Penalty: 3946.519775
	Iteration 149Q: 3 clusters Score -1.01767e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 183736 members 
Entering Unmasked Estep 
Score: -10176702.000000 Penalty: 3946.519775
	Iteration 150Q: 3 clusters Score -1.01767e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 183757 members 
Entering Unmasked Estep 
Score: -10176703.000000 Penalty: 3946.519775
	Iteration 151Q: 3 clusters Score -1.01767e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 183769 members 
Entering Unmasked Estep 
Score: -10176708.000000 Penalty: 3946.519775
	Iteration 152Q: 3 clusters Score -1.017671e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 183783 members 
Entering Unmasked Estep 
Score: -10176709.000000 Penalty: 3946.519775
	Iteration 153Q: 3 clusters Score -1.017671e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 183810 members 
Entering Unmasked Estep 
Score: -10176702.000000 Penalty: 3946.519775
	Iteration 154Q: 3 clusters Score -1.01767e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 183826 members 
Entering Unmasked Estep 
Score: -10176709.000000 Penalty: 3946.519775
	Iteration 155Q: 3 clusters Score -1.017671e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 183838 members 
Entering Unmasked Estep 
Score: -10176704.000000 Penalty: 3946.519775
	Iteration 156Q: 3 clusters Score -1.01767e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 183847 members 
Entering Unmasked Estep 
Score: -10176706.000000 Penalty: 3946.519775
	Iteration 157Q: 3 clusters Score -1.017671e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 183854 members 
Entering Unmasked Estep 
Score: -10176696.000000 Penalty: 3946.519775
	Iteration 158Q: 3 clusters Score -1.01767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 183859 members 
Entering Unmasked Estep 
Score: -10176709.000000 Penalty: 3946.519775
	Iteration 159Q: 3 clusters Score -1.017671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 183869 members 
Entering Unmasked Estep 
Score: -10176715.000000 Penalty: 3946.519775
	Iteration 160F: 3 clusters Score -1.017672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 183873 members 
Entering Unmasked Estep 
Score: -10176714.000000 Penalty: 3946.519775
	Iteration 161Q: 3 clusters Score -1.017671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 183883 members 
Entering Unmasked Estep 
Score: -10176716.000000 Penalty: 3946.519775
	Iteration 162Q: 3 clusters Score -1.017672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 183892 members 
Entering Unmasked Estep 
Score: -10176722.000000 Penalty: 3946.519775
	Iteration 163Q: 3 clusters Score -1.017672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 183899 members 
Entering Unmasked Estep 
Score: -10176720.000000 Penalty: 3946.519775
	Iteration 164Q: 3 clusters Score -1.017672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 183907 members 
Entering Unmasked Estep 
Score: -10176716.000000 Penalty: 3946.519775
	Iteration 165Q: 3 clusters Score -1.017672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 183913 members 
Entering Unmasked Estep 
Score: -10176732.000000 Penalty: 3946.519775
	Iteration 166Q: 3 clusters Score -1.017673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 183919 members 
Entering Unmasked Estep 
Score: -10176735.000000 Penalty: 3946.519775
	Iteration 167Q: 3 clusters Score -1.017674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 183928 members 
Entering Unmasked Estep 
Score: -10176724.000000 Penalty: 3946.519775
	Iteration 168Q: 3 clusters Score -1.017672e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 183942 members 
Entering Unmasked Estep 
Score: -10176739.000000 Penalty: 3946.519775
	Iteration 169Q: 3 clusters Score -1.017674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 183949 members 
Entering Unmasked Estep 
Score: -10176731.000000 Penalty: 3946.519775
	Iteration 170Q: 3 clusters Score -1.017673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 183959 members 
Entering Unmasked Estep 
Score: -10176733.000000 Penalty: 3946.519775
	Iteration 171Q: 3 clusters Score -1.017673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 183968 members 
Entering Unmasked Estep 
Score: -10176734.000000 Penalty: 3946.519775
	Iteration 172Q: 3 clusters Score -1.017673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 183973 members 
Entering Unmasked Estep 
Score: -10176740.000000 Penalty: 3946.519775
	Iteration 173Q: 3 clusters Score -1.017674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 183978 members 
Entering Unmasked Estep 
Score: -10176742.000000 Penalty: 3946.519775
	Iteration 174Q: 3 clusters Score -1.017674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 183989 members 
Entering Unmasked Estep 
Score: -10176745.000000 Penalty: 3946.519775
	Iteration 175Q: 3 clusters Score -1.017674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 183994 members 
Entering Unmasked Estep 
Score: -10176741.000000 Penalty: 3946.519775
	Iteration 176Q: 3 clusters Score -1.017674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 183999 members 
Entering Unmasked Estep 
Score: -10176750.000000 Penalty: 3946.519775
	Iteration 177Q: 3 clusters Score -1.017675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 184006 members 
Entering Unmasked Estep 
Score: -10176748.000000 Penalty: 3946.519775
	Iteration 178Q: 3 clusters Score -1.017675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 184010 members 
Entering Unmasked Estep 
Score: -10176744.000000 Penalty: 3946.519775
	Iteration 179Q: 3 clusters Score -1.017674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 184015 members 
Entering Unmasked Estep 
Score: -10176742.000000 Penalty: 3946.519775
	Iteration 180F: 3 clusters Score -1.017674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 184021 members 
Entering Unmasked Estep 
Score: -10176743.000000 Penalty: 3946.519775
	Iteration 181Q: 3 clusters Score -1.017674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 184026 members 
Entering Unmasked Estep 
Score: -10176740.000000 Penalty: 3946.519775
	Iteration 182Q: 3 clusters Score -1.017674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 184029 members 
Entering Unmasked Estep 
Score: -10176734.000000 Penalty: 3946.519775
	Iteration 183Q: 3 clusters Score -1.017673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 184033 members 
Entering Unmasked Estep 
Score: -10176733.000000 Penalty: 3946.519775
	Iteration 184Q: 3 clusters Score -1.017673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 184038 members 
Entering Unmasked Estep 
Score: -10176727.000000 Penalty: 3946.519775
	Iteration 185Q: 3 clusters Score -1.017673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 184042 members 
Entering Unmasked Estep 
Score: -10176719.000000 Penalty: 3946.519775
	Iteration 186Q: 3 clusters Score -1.017672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 184045 members 
Entering Unmasked Estep 
Score: -10176727.000000 Penalty: 3946.519775
	Iteration 187Q: 3 clusters Score -1.017673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 184046 members 
Entering Unmasked Estep 
Score: -10176723.000000 Penalty: 3946.519775
	Iteration 188Q: 3 clusters Score -1.017672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 184048 members 
Entering Unmasked Estep 
Score: -10176718.000000 Penalty: 3946.519775
	Iteration 189Q: 3 clusters Score -1.017672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 184051 members 
Entering Unmasked Estep 
Score: -10176730.000000 Penalty: 3946.519775
	Iteration 190Q: 3 clusters Score -1.017673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 184056 members 
Entering Unmasked Estep 
Score: -10176728.000000 Penalty: 3946.519775
	Iteration 191Q: 3 clusters Score -1.017673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 184060 members 
Entering Unmasked Estep 
Score: -10176739.000000 Penalty: 3946.519775
	Iteration 192Q: 3 clusters Score -1.017674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 184065 members 
Entering Unmasked Estep 
Score: -10176735.000000 Penalty: 3946.519775
	Iteration 193Q: 3 clusters Score -1.017674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 184074 members 
Entering Unmasked Estep 
Score: -10176735.000000 Penalty: 3946.519775
	Iteration 194Q: 3 clusters Score -1.017674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 184081 members 
Entering Unmasked Estep 
Score: -10176738.000000 Penalty: 3946.519775
	Iteration 195Q: 3 clusters Score -1.017674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 184088 members 
Entering Unmasked Estep 
Score: -10176727.000000 Penalty: 3946.519775
	Iteration 196Q: 3 clusters Score -1.017673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 184096 members 
Entering Unmasked Estep 
Score: -10176724.000000 Penalty: 3946.519775
	Iteration 197Q: 3 clusters Score -1.017672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 184102 members 
Entering Unmasked Estep 
Score: -10176731.000000 Penalty: 3946.519775
	Iteration 198Q: 3 clusters Score -1.017673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 184106 members 
Entering Unmasked Estep 
Score: -10176730.000000 Penalty: 3946.519775
	Iteration 199Q: 3 clusters Score -1.017673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 184112 members 
Entering Unmasked Estep 
Score: -10176720.000000 Penalty: 3946.519775
	Iteration 200F: 3 clusters Score -1.017672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 184114 members 
Entering Unmasked Estep 
Score: -10176713.000000 Penalty: 3946.519775
	Iteration 201Q: 3 clusters Score -1.017671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 184116 members 
Entering Unmasked Estep 
Score: -10176712.000000 Penalty: 3946.519775
	Iteration 202Q: 3 clusters Score -1.017671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 184118 members 
Entering Unmasked Estep 
Score: -10176720.000000 Penalty: 3946.519775
	Iteration 203Q: 3 clusters Score -1.017672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 184123 members 
Entering Unmasked Estep 
Score: -10176720.000000 Penalty: 3946.519775
	Iteration 204Q: 3 clusters Score -1.017672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 184128 members 
Entering Unmasked Estep 
Score: -10176724.000000 Penalty: 3946.519775
	Iteration 205Q: 3 clusters Score -1.017672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 184134 members 
Entering Unmasked Estep 
Score: -10176719.000000 Penalty: 3946.519775
	Iteration 206Q: 3 clusters Score -1.017672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 184141 members 
Entering Unmasked Estep 
Score: -10176714.000000 Penalty: 3946.519775
	Iteration 207Q: 3 clusters Score -1.017671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 184149 members 
Entering Unmasked Estep 
Score: -10176717.000000 Penalty: 3946.519775
	Iteration 208Q: 3 clusters Score -1.017672e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 184156 members 
Entering Unmasked Estep 
Score: -10176709.000000 Penalty: 3946.519775
	Iteration 209Q: 3 clusters Score -1.017671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 184167 members 
Entering Unmasked Estep 
Score: -10176723.000000 Penalty: 3946.519775
	Iteration 210Q: 3 clusters Score -1.017672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 184170 members 
Entering Unmasked Estep 
Score: -10176720.000000 Penalty: 3946.519775
	Iteration 211Q: 3 clusters Score -1.017672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 184174 members 
Entering Unmasked Estep 
Score: -10176735.000000 Penalty: 3946.519775
	Iteration 212Q: 3 clusters Score -1.017674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 184175 members 
Entering Unmasked Estep 
Score: -10176735.000000 Penalty: 3946.519775
	Iteration 213Q: 3 clusters Score -1.017674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 184179 members 
Entering Unmasked Estep 
Score: -10176733.000000 Penalty: 3946.519775
	Iteration 214Q: 3 clusters Score -1.017673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 184183 members 
Entering Unmasked Estep 
Score: -10176734.000000 Penalty: 3946.519775
	Iteration 215Q: 3 clusters Score -1.017673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 184185 members 
Entering Unmasked Estep 
Score: -10176734.000000 Penalty: 3946.519775
	Iteration 216Q: 3 clusters Score -1.017673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 184188 members 
Entering Unmasked Estep 
Score: -10176727.000000 Penalty: 3946.519775
	Iteration 217Q: 3 clusters Score -1.017673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 184189 members 
Entering Unmasked Estep 
Score: -10176733.000000 Penalty: 3946.519775
	Iteration 218Q: 3 clusters Score -1.017673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 184189 members 
Entering Unmasked Estep 
Score: -10176733.000000 Penalty: 3946.519775
	Iteration 219F: 3 clusters Score -1.017673e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Entering Unmasked Estep 
Score: -203085.078125 Penalty: 1360.889893
	Iteration 0F: 2 clusters Score -203085.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -199512.203125 Penalty: 2721.779785
	Iteration 0F: 3 clusters Score -199512.2 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -200571.453125 Penalty: 2721.779785
	Iteration 1F: 3 clusters Score -200571.5 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -200885.859375 Penalty: 2721.779785
	Iteration 2F: 3 clusters Score -200885.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -201204.093750 Penalty: 2721.779785
	Iteration 3F: 3 clusters Score -201204.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -201570.109375 Penalty: 2721.779785
	Iteration 4F: 3 clusters Score -201570.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -202025.140625 Penalty: 2721.779785
	Iteration 5F: 3 clusters Score -202025.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -202328.609375 Penalty: 2721.779785
	Iteration 6F: 3 clusters Score -202328.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -202476.765625 Penalty: 2721.779785
	Iteration 7Q: 3 clusters Score -202476.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -202564.125000 Penalty: 2721.779785
	Iteration 8Q: 3 clusters Score -202564.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -202605.406250 Penalty: 2721.779785
	Iteration 9Q: 3 clusters Score -202605.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -202634.640625 Penalty: 2721.779785
	Iteration 10Q: 3 clusters Score -202634.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -202653.406250 Penalty: 2721.779785
	Iteration 11Q: 3 clusters Score -202653.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -202668.531250 Penalty: 2721.779785
	Iteration 12Q: 3 clusters Score -202668.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -202679.890625 Penalty: 2721.779785
	Iteration 13Q: 3 clusters Score -202679.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -202688.390625 Penalty: 2721.779785
	Iteration 14Q: 3 clusters Score -202688.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -202694.656250 Penalty: 2721.779785
	Iteration 15Q: 3 clusters Score -202694.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -202702.718750 Penalty: 2721.779785
	Iteration 16Q: 3 clusters Score -202702.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -202707.484375 Penalty: 2721.779785
	Iteration 17Q: 3 clusters Score -202707.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -202710.906250 Penalty: 2721.779785
	Iteration 18Q: 3 clusters Score -202710.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -202714.062500 Penalty: 2721.779785
	Iteration 19Q: 3 clusters Score -202714.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -202716.843750 Penalty: 2721.779785
	Iteration 20F: 3 clusters Score -202716.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -202718.687500 Penalty: 2721.779785
	Iteration 21Q: 3 clusters Score -202718.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -202720.265625 Penalty: 2721.779785
	Iteration 22Q: 3 clusters Score -202720.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -202720.906250 Penalty: 2721.779785
	Iteration 23Q: 3 clusters Score -202720.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -202721.921875 Penalty: 2721.779785
	Iteration 24Q: 3 clusters Score -202721.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -202722.593750 Penalty: 2721.779785
	Iteration 25Q: 3 clusters Score -202722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -202722.156250 Penalty: 2721.779785
	Iteration 26Q: 3 clusters Score -202722.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -202722.734375 Penalty: 2721.779785
	Iteration 27Q: 3 clusters Score -202722.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -202723.250000 Penalty: 2721.779785
	Iteration 28Q: 3 clusters Score -202723.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -202723.843750 Penalty: 2721.779785
	Iteration 29Q: 3 clusters Score -202723.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -202723.843750 Penalty: 2721.779785
	Iteration 30F: 3 clusters Score -202723.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Entering Unmasked Estep 
Score: -70976.265625 Penalty: 1195.083862
	Iteration 0F: 2 clusters Score -70976.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -69203.851562 Penalty: 2390.167725
	Iteration 0F: 3 clusters Score -69203.85 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -69703.726562 Penalty: 2390.167725
	Iteration 1F: 3 clusters Score -69703.73 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -69979.257812 Penalty: 2390.167725
	Iteration 2F: 3 clusters Score -69979.26 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -70275.101562 Penalty: 2390.167725
	Iteration 3F: 3 clusters Score -70275.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -70490.101562 Penalty: 2390.167725
	Iteration 4F: 3 clusters Score -70490.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -70608.976562 Penalty: 2390.167725
	Iteration 5Q: 3 clusters Score -70608.98 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -70689.304688 Penalty: 2390.167725
	Iteration 6Q: 3 clusters Score -70689.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -70763.125000 Penalty: 2390.167725
	Iteration 7Q: 3 clusters Score -70763.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -70804.906250 Penalty: 2390.167725
	Iteration 8Q: 3 clusters Score -70804.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -70831.656250 Penalty: 2390.167725
	Iteration 9Q: 3 clusters Score -70831.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -70846.429688 Penalty: 2390.167725
	Iteration 10Q: 3 clusters Score -70846.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -70852.101562 Penalty: 2390.167725
	Iteration 11Q: 3 clusters Score -70852.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -70859.007812 Penalty: 2390.167725
	Iteration 12Q: 3 clusters Score -70859.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -70864.734375 Penalty: 2390.167725
	Iteration 13Q: 3 clusters Score -70864.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -70871.640625 Penalty: 2390.167725
	Iteration 14Q: 3 clusters Score -70871.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -70879.226562 Penalty: 2390.167725
	Iteration 15Q: 3 clusters Score -70879.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -70891.523438 Penalty: 2390.167725
	Iteration 16Q: 3 clusters Score -70891.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -70898.640625 Penalty: 2390.167725
	Iteration 17Q: 3 clusters Score -70898.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -70905.734375 Penalty: 2390.167725
	Iteration 18Q: 3 clusters Score -70905.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -70911.414062 Penalty: 2390.167725
	Iteration 19Q: 3 clusters Score -70911.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -70914.421875 Penalty: 2390.167725
	Iteration 20F: 3 clusters Score -70914.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -70916.671875 Penalty: 2390.167725
	Iteration 21Q: 3 clusters Score -70916.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -70917.187500 Penalty: 2390.167725
	Iteration 22Q: 3 clusters Score -70917.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -70917.187500 Penalty: 2390.167725
	Iteration 23F: 3 clusters Score -70917.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Entering Unmasked Estep 
Score: -471185.875000 Penalty: 1471.869019
	Iteration 0F: 2 clusters Score -471185.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -464976.031250 Penalty: 2943.738037
	Iteration 0F: 3 clusters Score -464976 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -466893.281250 Penalty: 2943.738037
	Iteration 1F: 3 clusters Score -466893.3 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -467130.687500 Penalty: 2943.738037
	Iteration 2F: 3 clusters Score -467130.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -467324.625000 Penalty: 2943.738037
	Iteration 3F: 3 clusters Score -467324.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -467520.437500 Penalty: 2943.738037
	Iteration 4Q: 3 clusters Score -467520.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -467758.937500 Penalty: 2943.738037
	Iteration 5Q: 3 clusters Score -467758.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -468044.625000 Penalty: 2943.738037
	Iteration 6F: 3 clusters Score -468044.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -468383.687500 Penalty: 2943.738037
	Iteration 7F: 3 clusters Score -468383.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -468754.625000 Penalty: 2943.738037
	Iteration 8F: 3 clusters Score -468754.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -469062.968750 Penalty: 2943.738037
	Iteration 9Q: 3 clusters Score -469063 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -469302.687500 Penalty: 2943.738037
	Iteration 10Q: 3 clusters Score -469302.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -469494.406250 Penalty: 2943.738037
	Iteration 11Q: 3 clusters Score -469494.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -469627.437500 Penalty: 2943.738037
	Iteration 12Q: 3 clusters Score -469627.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -469734.937500 Penalty: 2943.738037
	Iteration 13Q: 3 clusters Score -469734.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -469792.843750 Penalty: 2943.738037
	Iteration 14Q: 3 clusters Score -469792.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -469828.593750 Penalty: 2943.738037
	Iteration 15Q: 3 clusters Score -469828.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -469844.562500 Penalty: 2943.738037
	Iteration 16Q: 3 clusters Score -469844.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -469861.875000 Penalty: 2943.738037
	Iteration 17Q: 3 clusters Score -469861.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -469874.781250 Penalty: 2943.738037
	Iteration 18Q: 3 clusters Score -469874.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -469889.343750 Penalty: 2943.738037
	Iteration 19Q: 3 clusters Score -469889.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -469899.750000 Penalty: 2943.738037
	Iteration 20F: 3 clusters Score -469899.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -469909.281250 Penalty: 2943.738037
	Iteration 21Q: 3 clusters Score -469909.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -469917.843750 Penalty: 2943.738037
	Iteration 22Q: 3 clusters Score -469917.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -469922.218750 Penalty: 2943.738037
	Iteration 23Q: 3 clusters Score -469922.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -469923.375000 Penalty: 2943.738037
	Iteration 24Q: 3 clusters Score -469923.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -469923.375000 Penalty: 2943.738037
	Iteration 25F: 3 clusters Score -469923.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -29996.091797 Penalty: 1063.385742
	Iteration 0F: 2 clusters Score -29996.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -28785.445312 Penalty: 2126.771484
	Iteration 0F: 3 clusters Score -28785.45 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -28992.328125 Penalty: 2126.771484
	Iteration 1F: 3 clusters Score -28992.33 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -29080.615234 Penalty: 2126.771484
	Iteration 2F: 3 clusters Score -29080.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -29140.718750 Penalty: 2126.771484
	Iteration 3Q: 3 clusters Score -29140.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -29196.667969 Penalty: 2126.771484
	Iteration 4Q: 3 clusters Score -29196.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -29241.095703 Penalty: 2126.771484
	Iteration 5Q: 3 clusters Score -29241.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -29264.021484 Penalty: 2126.771484
	Iteration 6Q: 3 clusters Score -29264.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -29279.675781 Penalty: 2126.771484
	Iteration 7Q: 3 clusters Score -29279.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -29294.054688 Penalty: 2126.771484
	Iteration 8Q: 3 clusters Score -29294.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -29322.160156 Penalty: 2126.771484
	Iteration 9Q: 3 clusters Score -29322.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -29343.501953 Penalty: 2126.771484
	Iteration 10Q: 3 clusters Score -29343.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -29365.691406 Penalty: 2126.771484
	Iteration 11Q: 3 clusters Score -29365.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -29405.431641 Penalty: 2126.771484
	Iteration 12Q: 3 clusters Score -29405.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -29434.277344 Penalty: 2126.771484
	Iteration 13Q: 3 clusters Score -29434.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -29466.082031 Penalty: 2126.771484
	Iteration 14Q: 3 clusters Score -29466.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -29486.898438 Penalty: 2126.771484
	Iteration 15Q: 3 clusters Score -29486.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -29504.902344 Penalty: 2126.771484
	Iteration 16Q: 3 clusters Score -29504.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -29516.792969 Penalty: 2126.771484
	Iteration 17Q: 3 clusters Score -29516.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -29529.472656 Penalty: 2126.771484
	Iteration 18Q: 3 clusters Score -29529.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -29543.613281 Penalty: 2126.771484
	Iteration 19Q: 3 clusters Score -29543.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -29548.460938 Penalty: 2126.771484
	Iteration 20F: 3 clusters Score -29548.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -29552.488281 Penalty: 2126.771484
	Iteration 21Q: 3 clusters Score -29552.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -29554.181641 Penalty: 2126.771484
	Iteration 22Q: 3 clusters Score -29554.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -29554.181641 Penalty: 2126.771484
	Iteration 23F: 3 clusters Score -29554.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Entering Unmasked Estep 
Score: -391472.812500 Penalty: 1449.780151
	Iteration 0F: 2 clusters Score -391472.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -385892.593750 Penalty: 2899.560303
	Iteration 0F: 3 clusters Score -385892.6 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -387473.875000 Penalty: 2899.560303
	Iteration 1F: 3 clusters Score -387473.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -387662.312500 Penalty: 2899.560303
	Iteration 2F: 3 clusters Score -387662.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -387803.906250 Penalty: 2899.560303
	Iteration 3Q: 3 clusters Score -387803.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -387906.218750 Penalty: 2899.560303
	Iteration 4Q: 3 clusters Score -387906.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -387984.093750 Penalty: 2899.560303
	Iteration 5Q: 3 clusters Score -387984.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -388045.812500 Penalty: 2899.560303
	Iteration 6Q: 3 clusters Score -388045.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -388109.468750 Penalty: 2899.560303
	Iteration 7Q: 3 clusters Score -388109.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -388173.562500 Penalty: 2899.560303
	Iteration 8Q: 3 clusters Score -388173.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -388237.562500 Penalty: 2899.560303
	Iteration 9Q: 3 clusters Score -388237.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -388293.718750 Penalty: 2899.560303
	Iteration 10Q: 3 clusters Score -388293.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -388355.843750 Penalty: 2899.560303
	Iteration 11Q: 3 clusters Score -388355.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -388422.062500 Penalty: 2899.560303
	Iteration 12Q: 3 clusters Score -388422.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -388491.218750 Penalty: 2899.560303
	Iteration 13Q: 3 clusters Score -388491.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -388578.781250 Penalty: 2899.560303
	Iteration 14Q: 3 clusters Score -388578.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -388678.187500 Penalty: 2899.560303
	Iteration 15Q: 3 clusters Score -388678.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -388775.250000 Penalty: 2899.560303
	Iteration 16Q: 3 clusters Score -388775.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -388874.000000 Penalty: 2899.560303
	Iteration 17Q: 3 clusters Score -388874 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -389000.062500 Penalty: 2899.560303
	Iteration 18Q: 3 clusters Score -389000.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -389147.906250 Penalty: 2899.560303
	Iteration 19Q: 3 clusters Score -389147.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -389299.000000 Penalty: 2899.560303
	Iteration 20F: 3 clusters Score -389299 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -389434.312500 Penalty: 2899.560303
	Iteration 21Q: 3 clusters Score -389434.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -389582.000000 Penalty: 2899.560303
	Iteration 22Q: 3 clusters Score -389582 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -389721.468750 Penalty: 2899.560303
	Iteration 23Q: 3 clusters Score -389721.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -389818.000000 Penalty: 2899.560303
	Iteration 24Q: 3 clusters Score -389818 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -389885.843750 Penalty: 2899.560303
	Iteration 25Q: 3 clusters Score -389885.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -389954.718750 Penalty: 2899.560303
	Iteration 26Q: 3 clusters Score -389954.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -390001.093750 Penalty: 2899.560303
	Iteration 27Q: 3 clusters Score -390001.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -390054.750000 Penalty: 2899.560303
	Iteration 28Q: 3 clusters Score -390054.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -390086.281250 Penalty: 2899.560303
	Iteration 29Q: 3 clusters Score -390086.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -390112.843750 Penalty: 2899.560303
	Iteration 30Q: 3 clusters Score -390112.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -390132.000000 Penalty: 2899.560303
	Iteration 31Q: 3 clusters Score -390132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -390147.968750 Penalty: 2899.560303
	Iteration 32Q: 3 clusters Score -390148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -390162.343750 Penalty: 2899.560303
	Iteration 33Q: 3 clusters Score -390162.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -390174.218750 Penalty: 2899.560303
	Iteration 34Q: 3 clusters Score -390174.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -390177.718750 Penalty: 2899.560303
	Iteration 35Q: 3 clusters Score -390177.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -390181.718750 Penalty: 2899.560303
	Iteration 36Q: 3 clusters Score -390181.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -390188.906250 Penalty: 2899.560303
	Iteration 37Q: 3 clusters Score -390188.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -390194.843750 Penalty: 2899.560303
	Iteration 38Q: 3 clusters Score -390194.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -390199.406250 Penalty: 2899.560303
	Iteration 39Q: 3 clusters Score -390199.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -390201.687500 Penalty: 2899.560303
	Iteration 40F: 3 clusters Score -390201.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -390202.437500 Penalty: 2899.560303
	Iteration 41Q: 3 clusters Score -390202.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -390206.000000 Penalty: 2899.560303
	Iteration 42Q: 3 clusters Score -390206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -390209.000000 Penalty: 2899.560303
	Iteration 43Q: 3 clusters Score -390209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -390212.187500 Penalty: 2899.560303
	Iteration 44Q: 3 clusters Score -390212.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -390214.500000 Penalty: 2899.560303
	Iteration 45Q: 3 clusters Score -390214.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -390216.906250 Penalty: 2899.560303
	Iteration 46Q: 3 clusters Score -390216.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -390219.250000 Penalty: 2899.560303
	Iteration 47Q: 3 clusters Score -390219.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -390224.531250 Penalty: 2899.560303
	Iteration 48Q: 3 clusters Score -390224.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -390228.468750 Penalty: 2899.560303
	Iteration 49Q: 3 clusters Score -390228.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -390233.468750 Penalty: 2899.560303
	Iteration 50Q: 3 clusters Score -390233.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -390235.062500 Penalty: 2899.560303
	Iteration 51Q: 3 clusters Score -390235.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -390235.187500 Penalty: 2899.560303
	Iteration 52Q: 3 clusters Score -390235.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -390236.687500 Penalty: 2899.560303
	Iteration 53Q: 3 clusters Score -390236.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -390236.687500 Penalty: 2899.560303
	Iteration 54F: 3 clusters Score -390236.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87220 members 
Mstep: Class 2 contains 7327 members 
Mstep: Class 3 contains 7519 members 
Mstep: Class 4 contains 10546 members 
Mstep: Class 5 contains 60248 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32482 members 
Mstep: Class 8 contains 8532 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 15317 members 
Mstep: Class 11 contains 9815 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 4647 members 
Mstep: Class 14 contains 6914 members 
Mstep: Class 15 contains 79841 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7893 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107695 members 
Mstep: Class 20 contains 2025 members 
Mstep: Class 21 contains 6708 members 
Mstep: Class 22 contains 187801 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 1563 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 695 members 
Mstep: Class 27 contains 7493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942492.000000 Penalty: 61307.429688
Iteration 199Q: 29 clusters Score -3.594249e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87221 members 
Mstep: Class 2 contains 7326 members 
Mstep: Class 3 contains 7511 members 
Mstep: Class 4 contains 10542 members 
Mstep: Class 5 contains 60248 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32510 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 9047 members 
Mstep: Class 10 contains 15317 members 
Mstep: Class 11 contains 9812 members 
Mstep: Class 12 contains 2241 members 
Mstep: Class 13 contains 4646 members 
Mstep: Class 14 contains 6918 members 
Mstep: Class 15 contains 79821 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 7895 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107701 members 
Mstep: Class 20 contains 2030 members 
Mstep: Class 21 contains 6707 members 
Mstep: Class 22 contains 187798 members 
Mstep: Class 23 contains 4311 members 
Mstep: Class 24 contains 1554 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 695 members 
Mstep: Class 27 contains 7514 members 
Mstep: Class 28 contains 1462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942584.000000 Penalty: 61307.429688
Iteration 200F: 29 clusters Score -3.594258e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87223 members 
Mstep: Class 2 contains 7326 members 
Mstep: Class 3 contains 7509 members 
Mstep: Class 4 contains 10535 members 
Mstep: Class 5 contains 60249 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32482 members 
Mstep: Class 8 contains 8530 members 
Mstep: Class 9 contains 9078 members 
Mstep: Class 10 contains 15318 members 
Mstep: Class 11 contains 9808 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 4645 members 
Mstep: Class 14 contains 6922 members 
Mstep: Class 15 contains 79798 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7898 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107698 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 6707 members 
Mstep: Class 22 contains 187798 members 
Mstep: Class 23 contains 4287 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 695 members 
Mstep: Class 27 contains 7539 members 
Mstep: Class 28 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942668.000000 Penalty: 61307.429688
Iteration 201Q: 29 clusters Score -3.594267e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87224 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 3 contains 7512 members 
Mstep: Class 4 contains 10529 members 
Mstep: Class 5 contains 60247 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32457 members 
Mstep: Class 8 contains 8530 members 
Mstep: Class 9 contains 9092 members 
Mstep: Class 10 contains 15319 members 
Mstep: Class 11 contains 9811 members 
Mstep: Class 12 contains 2248 members 
Mstep: Class 13 contains 4646 members 
Mstep: Class 14 contains 6928 members 
Mstep: Class 15 contains 79773 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7897 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107701 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 6708 members 
Mstep: Class 22 contains 187804 members 
Mstep: Class 23 contains 4274 members 
Mstep: Class 24 contains 1540 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 695 members 
Mstep: Class 27 contains 7568 members 
Mstep: Class 28 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942716.000000 Penalty: 61307.429688
Iteration 202Q: 29 clusters Score -3.594272e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87223 members 
Mstep: Class 2 contains 7325 members 
Mstep: Class 3 contains 7514 members 
Mstep: Class 4 contains 10528 members 
Mstep: Class 5 contains 60243 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32446 members 
Mstep: Class 8 contains 8530 members 
Mstep: Class 9 contains 9107 members 
Mstep: Class 10 contains 15318 members 
Mstep: Class 11 contains 9812 members 
Mstep: Class 12 contains 2250 members 
Mstep: Class 13 contains 4646 members 
Mstep: Class 14 contains 6925 members 
Mstep: Class 15 contains 79753 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7900 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107694 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 6708 members 
Mstep: Class 22 contains 187810 members 
Mstep: Class 23 contains 4262 members 
Mstep: Class 24 contains 1534 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 696 members 
Mstep: Class 27 contains 7590 members 
Mstep: Class 28 contains 1526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942680.000000 Penalty: 61307.429688
Iteration 203Q: 29 clusters Score -3.594268e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87225 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 7514 members 
Mstep: Class 4 contains 10531 members 
Mstep: Class 5 contains 60245 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32447 members 
Mstep: Class 8 contains 8530 members 
Mstep: Class 9 contains 9104 members 
Mstep: Class 10 contains 15314 members 
Mstep: Class 11 contains 9809 members 
Mstep: Class 12 contains 2252 members 
Mstep: Class 13 contains 4646 members 
Mstep: Class 14 contains 6925 members 
Mstep: Class 15 contains 79736 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7903 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107689 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 6707 members 
Mstep: Class 22 contains 187817 members 
Mstep: Class 23 contains 4254 members 
Mstep: Class 24 contains 1527 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 698 members 
Mstep: Class 27 contains 7605 members 
Mstep: Class 28 contains 1535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942676.000000 Penalty: 61307.429688
Iteration 204Q: 29 clusters Score -3.594268e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87226 members 
Mstep: Class 2 contains 7323 members 
Mstep: Class 3 contains 7517 members 
Mstep: Class 4 contains 10528 members 
Mstep: Class 5 contains 60245 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32450 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 15308 members 
Mstep: Class 11 contains 9804 members 
Mstep: Class 12 contains 2256 members 
Mstep: Class 13 contains 4645 members 
Mstep: Class 14 contains 6927 members 
Mstep: Class 15 contains 79713 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7905 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107688 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 6707 members 
Mstep: Class 22 contains 187819 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 1523 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 702 members 
Mstep: Class 27 contains 7631 members 
Mstep: Class 28 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942724.000000 Penalty: 61307.429688
Iteration 205Q: 29 clusters Score -3.594272e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87228 members 
Mstep: Class 2 contains 7322 members 
Mstep: Class 3 contains 7522 members 
Mstep: Class 4 contains 10527 members 
Mstep: Class 5 contains 60245 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32456 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 9084 members 
Mstep: Class 10 contains 15302 members 
Mstep: Class 11 contains 9803 members 
Mstep: Class 12 contains 2262 members 
Mstep: Class 13 contains 4644 members 
Mstep: Class 14 contains 6921 members 
Mstep: Class 15 contains 79702 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7906 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107694 members 
Mstep: Class 20 contains 2018 members 
Mstep: Class 21 contains 6707 members 
Mstep: Class 22 contains 187823 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 704 members 
Mstep: Class 27 contains 7646 members 
Mstep: Class 28 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942724.000000 Penalty: 61307.429688
Iteration 206Q: 29 clusters Score -3.594272e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87227 members 
Mstep: Class 2 contains 7321 members 
Mstep: Class 3 contains 7521 members 
Mstep: Class 4 contains 10527 members 
Mstep: Class 5 contains 60243 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32465 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 9075 members 
Mstep: Class 10 contains 15298 members 
Mstep: Class 11 contains 9803 members 
Mstep: Class 12 contains 2267 members 
Mstep: Class 13 contains 4642 members 
Mstep: Class 14 contains 6921 members 
Mstep: Class 15 contains 79689 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7907 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107699 members 
Mstep: Class 20 contains 2017 members 
Mstep: Class 21 contains 6707 members 
Mstep: Class 22 contains 187823 members 
Mstep: Class 23 contains 4238 members 
Mstep: Class 24 contains 1514 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 708 members 
Mstep: Class 27 contains 7658 members 
Mstep: Class 28 contains 1559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942716.000000 Penalty: 61307.429688
Iteration 207Q: 29 clusters Score -3.594272e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87229 members 
Mstep: Class 2 contains 7318 members 
Mstep: Class 3 contains 7522 members 
Mstep: Class 4 contains 10527 members 
Mstep: Class 5 contains 60243 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32465 members 
Mstep: Class 8 contains 8527 members 
Mstep: Class 9 contains 9070 members 
Mstep: Class 10 contains 15291 members 
Mstep: Class 11 contains 9801 members 
Mstep: Class 12 contains 2275 members 
Mstep: Class 13 contains 4643 members 
Mstep: Class 14 contains 6918 members 
Mstep: Class 15 contains 79667 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7910 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107698 members 
Mstep: Class 20 contains 2016 members 
Mstep: Class 21 contains 6708 members 
Mstep: Class 22 contains 187829 members 
Mstep: Class 23 contains 4235 members 
Mstep: Class 24 contains 1508 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 7680 members 
Mstep: Class 28 contains 1566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942728.000000 Penalty: 61307.429688
Iteration 208Q: 29 clusters Score -3.594273e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87234 members 
Mstep: Class 2 contains 7315 members 
Mstep: Class 3 contains 7522 members 
Mstep: Class 4 contains 10526 members 
Mstep: Class 5 contains 60241 members 
Mstep: Class 6 contains 28615 members 
Mstep: Class 7 contains 32471 members 
Mstep: Class 8 contains 8530 members 
Mstep: Class 9 contains 9066 members 
Mstep: Class 10 contains 15281 members 
Mstep: Class 11 contains 9799 members 
Mstep: Class 12 contains 2278 members 
Mstep: Class 13 contains 4643 members 
Mstep: Class 14 contains 6917 members 
Mstep: Class 15 contains 79654 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7911 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107700 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 6708 members 
Mstep: Class 22 contains 187823 members 
Mstep: Class 23 contains 4230 members 
Mstep: Class 24 contains 1507 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 7702 members 
Mstep: Class 28 contains 1572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942764.000000 Penalty: 61307.429688
Iteration 209Q: 29 clusters Score -3.594276e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87237 members 
Mstep: Class 2 contains 7312 members 
Mstep: Class 3 contains 7519 members 
Mstep: Class 4 contains 10528 members 
Mstep: Class 5 contains 60241 members 
Mstep: Class 6 contains 28615 members 
Mstep: Class 7 contains 32473 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 9062 members 
Mstep: Class 10 contains 15271 members 
Mstep: Class 11 contains 9797 members 
Mstep: Class 12 contains 2280 members 
Mstep: Class 13 contains 4644 members 
Mstep: Class 14 contains 6919 members 
Mstep: Class 15 contains 79638 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7914 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107710 members 
Mstep: Class 20 contains 2015 members 
Mstep: Class 21 contains 6708 members 
Mstep: Class 22 contains 187818 members 
Mstep: Class 23 contains 4228 members 
Mstep: Class 24 contains 1506 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 7719 members 
Mstep: Class 28 contains 1577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942776.000000 Penalty: 61307.429688
Iteration 210Q: 29 clusters Score -3.594278e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87235 members 
Mstep: Class 2 contains 7311 members 
Mstep: Class 3 contains 7517 members 
Mstep: Class 4 contains 10529 members 
Mstep: Class 5 contains 60241 members 
Mstep: Class 6 contains 28615 members 
Mstep: Class 7 contains 32477 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 9061 members 
Mstep: Class 10 contains 15258 members 
Mstep: Class 11 contains 9796 members 
Mstep: Class 12 contains 2281 members 
Mstep: Class 13 contains 4647 members 
Mstep: Class 14 contains 6920 members 
Mstep: Class 15 contains 79620 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7916 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107716 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 6708 members 
Mstep: Class 22 contains 187820 members 
Mstep: Class 23 contains 4225 members 
Mstep: Class 24 contains 1505 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 7738 members 
Mstep: Class 28 contains 1582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942796.000000 Penalty: 61307.429688
Iteration 211Q: 29 clusters Score -3.59428e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87230 members 
Mstep: Class 2 contains 7309 members 
Mstep: Class 3 contains 7511 members 
Mstep: Class 4 contains 10530 members 
Mstep: Class 5 contains 60241 members 
Mstep: Class 6 contains 28615 members 
Mstep: Class 7 contains 32484 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 9061 members 
Mstep: Class 10 contains 15255 members 
Mstep: Class 11 contains 9795 members 
Mstep: Class 12 contains 2283 members 
Mstep: Class 13 contains 4647 members 
Mstep: Class 14 contains 6920 members 
Mstep: Class 15 contains 79602 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7918 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107715 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 6709 members 
Mstep: Class 22 contains 187823 members 
Mstep: Class 23 contains 4223 members 
Mstep: Class 24 contains 1504 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 711 members 
Mstep: Class 27 contains 7757 members 
Mstep: Class 28 contains 1586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942796.000000 Penalty: 61307.429688
Iteration 212Q: 29 clusters Score -3.59428e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87231 members 
Mstep: Class 2 contains 7309 members 
Mstep: Class 3 contains 7510 members 
Mstep: Class 4 contains 10532 members 
Mstep: Class 5 contains 60241 members 
Mstep: Class 6 contains 28615 members 
Mstep: Class 7 contains 32493 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 9061 members 
Mstep: Class 10 contains 15254 members 
Mstep: Class 11 contains 9795 members 
Mstep: Class 12 contains 2285 members 
Mstep: Class 13 contains 4647 members 
Mstep: Class 14 contains 6919 members 
Mstep: Class 15 contains 79574 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7919 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107713 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 6709 members 
Mstep: Class 22 contains 187825 members 
Mstep: Class 23 contains 4218 members 
Mstep: Class 24 contains 1503 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 7776 members 
Mstep: Class 28 contains 1588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942768.000000 Penalty: 61307.429688
Iteration 213Q: 29 clusters Score -3.594277e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87234 members 
Mstep: Class 2 contains 7309 members 
Mstep: Class 3 contains 7506 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 60241 members 
Mstep: Class 6 contains 28615 members 
Mstep: Class 7 contains 32500 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 9057 members 
Mstep: Class 10 contains 15253 members 
Mstep: Class 11 contains 9795 members 
Mstep: Class 12 contains 2285 members 
Mstep: Class 13 contains 4647 members 
Mstep: Class 14 contains 6920 members 
Mstep: Class 15 contains 79546 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7919 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107714 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 6709 members 
Mstep: Class 22 contains 187826 members 
Mstep: Class 23 contains 4217 members 
Mstep: Class 24 contains 1502 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 714 members 
Mstep: Class 27 contains 7797 members 
Mstep: Class 28 contains 1591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942800.000000 Penalty: 61307.429688
Iteration 214Q: 29 clusters Score -3.59428e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87233 members 
Mstep: Class 2 contains 7309 members 
Mstep: Class 3 contains 7500 members 
Mstep: Class 4 contains 10535 members 
Mstep: Class 5 contains 60241 members 
Mstep: Class 6 contains 28615 members 
Mstep: Class 7 contains 32504 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 9054 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 9795 members 
Mstep: Class 12 contains 2291 members 
Mstep: Class 13 contains 4652 members 
Mstep: Class 14 contains 6919 members 
Mstep: Class 15 contains 79508 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7919 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107719 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 6709 members 
Mstep: Class 22 contains 187830 members 
Mstep: Class 23 contains 4215 members 
Mstep: Class 24 contains 1502 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 716 members 
Mstep: Class 27 contains 7818 members 
Mstep: Class 28 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942836.000000 Penalty: 61307.429688
Iteration 215Q: 29 clusters Score -3.594284e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87233 members 
Mstep: Class 2 contains 7309 members 
Mstep: Class 3 contains 7496 members 
Mstep: Class 4 contains 10535 members 
Mstep: Class 5 contains 60241 members 
Mstep: Class 6 contains 28615 members 
Mstep: Class 7 contains 32495 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 9053 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 9795 members 
Mstep: Class 12 contains 2300 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 6918 members 
Mstep: Class 15 contains 79480 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7921 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107728 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 6709 members 
Mstep: Class 22 contains 187827 members 
Mstep: Class 23 contains 4212 members 
Mstep: Class 24 contains 1502 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 719 members 
Mstep: Class 27 contains 7838 members 
Mstep: Class 28 contains 1597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942900.000000 Penalty: 61307.429688
Iteration 216Q: 29 clusters Score -3.59429e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87230 members 
Mstep: Class 2 contains 7309 members 
Mstep: Class 3 contains 7495 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 60241 members 
Mstep: Class 6 contains 28615 members 
Mstep: Class 7 contains 32497 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 9049 members 
Mstep: Class 10 contains 15252 members 
Mstep: Class 11 contains 9795 members 
Mstep: Class 12 contains 2307 members 
Mstep: Class 13 contains 4660 members 
Mstep: Class 14 contains 6915 members 
Mstep: Class 15 contains 79453 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7922 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107733 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 6709 members 
Mstep: Class 22 contains 187821 members 
Mstep: Class 23 contains 4210 members 
Mstep: Class 24 contains 1502 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 721 members 
Mstep: Class 27 contains 7857 members 
Mstep: Class 28 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942912.000000 Penalty: 61307.429688
Iteration 217Q: 29 clusters Score -3.594291e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87228 members 
Mstep: Class 2 contains 7309 members 
Mstep: Class 3 contains 7493 members 
Mstep: Class 4 contains 10535 members 
Mstep: Class 5 contains 60241 members 
Mstep: Class 6 contains 28615 members 
Mstep: Class 7 contains 32500 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 9046 members 
Mstep: Class 10 contains 15251 members 
Mstep: Class 11 contains 9795 members 
Mstep: Class 12 contains 2309 members 
Mstep: Class 13 contains 4664 members 
Mstep: Class 14 contains 6914 members 
Mstep: Class 15 contains 79427 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7923 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107736 members 
Mstep: Class 20 contains 2013 members 
Mstep: Class 21 contains 6709 members 
Mstep: Class 22 contains 187818 members 
Mstep: Class 23 contains 4207 members 
Mstep: Class 24 contains 1502 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 723 members 
Mstep: Class 27 contains 7880 members 
Mstep: Class 28 contains 1604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942904.000000 Penalty: 61307.429688
Iteration 218Q: 29 clusters Score -3.59429e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87225 members 
Mstep: Class 2 contains 7310 members 
Mstep: Class 3 contains 7494 members 
Mstep: Class 4 contains 10535 members 
Mstep: Class 5 contains 60241 members 
Mstep: Class 6 contains 28615 members 
Mstep: Class 7 contains 32502 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 9041 members 
Mstep: Class 10 contains 15250 members 
Mstep: Class 11 contains 9793 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 4666 members 
Mstep: Class 14 contains 6910 members 
Mstep: Class 15 contains 79399 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7923 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107739 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 6709 members 
Mstep: Class 22 contains 187817 members 
Mstep: Class 23 contains 4205 members 
Mstep: Class 24 contains 1502 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 729 members 
Mstep: Class 27 contains 7909 members 
Mstep: Class 28 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35943012.000000 Penalty: 61307.429688
Iteration 219Q: 29 clusters Score -3.594301e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87223 members 
Mstep: Class 2 contains 7311 members 
Mstep: Class 3 contains 7496 members 
Mstep: Class 4 contains 10535 members 
Mstep: Class 5 contains 60241 members 
Mstep: Class 6 contains 28615 members 
Mstep: Class 7 contains 32499 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 15251 members 
Mstep: Class 11 contains 9792 members 
Mstep: Class 12 contains 2306 members 
Mstep: Class 13 contains 4669 members 
Mstep: Class 14 contains 6907 members 
Mstep: Class 15 contains 79363 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7925 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107743 members 
Mstep: Class 20 contains 2009 members 
Mstep: Class 21 contains 6709 members 
Mstep: Class 22 contains 187815 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 1502 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 744 members 
Mstep: Class 27 contains 7936 members 
Mstep: Class 28 contains 1615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35942996.000000 Penalty: 61307.429688
Iteration 220F: 29 clusters Score -3.5943e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87218 members 
Mstep: Class 2 contains 7311 members 
Mstep: Class 3 contains 7495 members 
Mstep: Class 4 contains 10535 members 
Mstep: Class 5 contains 60241 members 
Mstep: Class 6 contains 28615 members 
Mstep: Class 7 contains 32489 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 9036 members 
Mstep: Class 10 contains 15250 members 
Mstep: Class 11 contains 9788 members 
Mstep: Class 12 contains 2302 members 
Mstep: Class 13 contains 4670 members 
Mstep: Class 14 contains 6908 members 
Mstep: Class 15 contains 79331 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7929 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107751 members 
Mstep: Class 20 contains 2002 members 
Mstep: Class 21 contains 6709 members 
Mstep: Class 22 contains 187816 members 
Mstep: Class 23 contains 4189 members 
Mstep: Class 24 contains 1502 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 770 members 
Mstep: Class 27 contains 7966 members 
Mstep: Class 28 contains 1619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35943168.000000 Penalty: 61307.429688
Iteration 221Q: 29 clusters Score -3.594317e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87224 members 
Mstep: Class 2 contains 7310 members 
Mstep: Class 3 contains 7494 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 60240 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32480 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 9031 members 
Mstep: Class 10 contains 15244 members 
Mstep: Class 11 contains 9788 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 4670 members 
Mstep: Class 14 contains 6900 members 
Mstep: Class 15 contains 79295 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7934 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107763 members 
Mstep: Class 20 contains 1998 members 
Mstep: Class 21 contains 6709 members 
Mstep: Class 22 contains 187808 members 
Mstep: Class 23 contains 4168 members 
Mstep: Class 24 contains 1502 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 815 members 
Mstep: Class 27 contains 7992 members 
Mstep: Class 28 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35943580.000000 Penalty: 61307.429688
Iteration 222Q: 29 clusters Score -3.594358e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87225 members 
Mstep: Class 2 contains 7309 members 
Mstep: Class 3 contains 7486 members 
Mstep: Class 4 contains 10537 members 
Mstep: Class 5 contains 60237 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32468 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 15241 members 
Mstep: Class 11 contains 9791 members 
Mstep: Class 12 contains 2346 members 
Mstep: Class 13 contains 4670 members 
Mstep: Class 14 contains 6891 members 
Mstep: Class 15 contains 79250 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7936 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107775 members 
Mstep: Class 20 contains 1990 members 
Mstep: Class 21 contains 6709 members 
Mstep: Class 22 contains 187805 members 
Mstep: Class 23 contains 4136 members 
Mstep: Class 24 contains 1499 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 859 members 
Mstep: Class 27 contains 8016 members 
Mstep: Class 28 contains 1628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35943684.000000 Penalty: 61307.429688
Iteration 223Q: 29 clusters Score -3.594368e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87226 members 
Mstep: Class 2 contains 7309 members 
Mstep: Class 3 contains 7484 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 60237 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32449 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 9016 members 
Mstep: Class 10 contains 15241 members 
Mstep: Class 11 contains 9791 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 6881 members 
Mstep: Class 15 contains 79213 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7937 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107784 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 6709 members 
Mstep: Class 22 contains 187799 members 
Mstep: Class 23 contains 4089 members 
Mstep: Class 24 contains 1496 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 869 members 
Mstep: Class 27 contains 8037 members 
Mstep: Class 28 contains 1640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35943796.000000 Penalty: 61307.429688
Iteration 224Q: 29 clusters Score -3.59438e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87221 members 
Mstep: Class 2 contains 7309 members 
Mstep: Class 3 contains 7480 members 
Mstep: Class 4 contains 10534 members 
Mstep: Class 5 contains 60237 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32428 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 9006 members 
Mstep: Class 10 contains 15237 members 
Mstep: Class 11 contains 9788 members 
Mstep: Class 12 contains 2510 members 
Mstep: Class 13 contains 4674 members 
Mstep: Class 14 contains 6875 members 
Mstep: Class 15 contains 79195 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7939 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107791 members 
Mstep: Class 20 contains 1986 members 
Mstep: Class 21 contains 6709 members 
Mstep: Class 22 contains 187787 members 
Mstep: Class 23 contains 4047 members 
Mstep: Class 24 contains 1494 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 875 members 
Mstep: Class 27 contains 8056 members 
Mstep: Class 28 contains 1650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35943772.000000 Penalty: 61307.429688
Iteration 225Q: 29 clusters Score -3.594377e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87215 members 
Mstep: Class 2 contains 7308 members 
Mstep: Class 3 contains 7477 members 
Mstep: Class 4 contains 10531 members 
Mstep: Class 5 contains 60235 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32419 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 8997 members 
Mstep: Class 10 contains 15236 members 
Mstep: Class 11 contains 9789 members 
Mstep: Class 12 contains 2589 members 
Mstep: Class 13 contains 4671 members 
Mstep: Class 14 contains 6874 members 
Mstep: Class 15 contains 79169 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7940 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107790 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 6710 members 
Mstep: Class 22 contains 187788 members 
Mstep: Class 23 contains 3993 members 
Mstep: Class 24 contains 1494 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 878 members 
Mstep: Class 27 contains 8079 members 
Mstep: Class 28 contains 1661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35943848.000000 Penalty: 61307.429688
Iteration 226Q: 29 clusters Score -3.594385e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87212 members 
Mstep: Class 2 contains 7306 members 
Mstep: Class 3 contains 7471 members 
Mstep: Class 4 contains 10530 members 
Mstep: Class 5 contains 60232 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32406 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 8987 members 
Mstep: Class 10 contains 15232 members 
Mstep: Class 11 contains 9790 members 
Mstep: Class 12 contains 2681 members 
Mstep: Class 13 contains 4672 members 
Mstep: Class 14 contains 6870 members 
Mstep: Class 15 contains 79132 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7942 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107794 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 6711 members 
Mstep: Class 22 contains 187786 members 
Mstep: Class 23 contains 3950 members 
Mstep: Class 24 contains 1494 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 884 members 
Mstep: Class 27 contains 8094 members 
Mstep: Class 28 contains 1669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35943940.000000 Penalty: 61307.429688
Iteration 227Q: 29 clusters Score -3.594394e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87208 members 
Mstep: Class 2 contains 7305 members 
Mstep: Class 3 contains 7472 members 
Mstep: Class 4 contains 10530 members 
Mstep: Class 5 contains 60230 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32385 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 8987 members 
Mstep: Class 10 contains 15227 members 
Mstep: Class 11 contains 9792 members 
Mstep: Class 12 contains 2788 members 
Mstep: Class 13 contains 4674 members 
Mstep: Class 14 contains 6859 members 
Mstep: Class 15 contains 79104 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7944 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107791 members 
Mstep: Class 20 contains 1981 members 
Mstep: Class 21 contains 6711 members 
Mstep: Class 22 contains 187782 members 
Mstep: Class 23 contains 3896 members 
Mstep: Class 24 contains 1493 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 887 members 
Mstep: Class 27 contains 8109 members 
Mstep: Class 28 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35943964.000000 Penalty: 61307.429688
Iteration 228Q: 29 clusters Score -3.594396e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87201 members 
Mstep: Class 2 contains 7304 members 
Mstep: Class 3 contains 7471 members 
Mstep: Class 4 contains 10531 members 
Mstep: Class 5 contains 60227 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32370 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 8986 members 
Mstep: Class 10 contains 15221 members 
Mstep: Class 11 contains 9794 members 
Mstep: Class 12 contains 2892 members 
Mstep: Class 13 contains 4676 members 
Mstep: Class 14 contains 6848 members 
Mstep: Class 15 contains 79082 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7946 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107790 members 
Mstep: Class 20 contains 1976 members 
Mstep: Class 21 contains 6712 members 
Mstep: Class 22 contains 187775 members 
Mstep: Class 23 contains 3841 members 
Mstep: Class 24 contains 1491 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 891 members 
Mstep: Class 27 contains 8123 members 
Mstep: Class 28 contains 1680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944024.000000 Penalty: 61307.429688
Iteration 229Q: 29 clusters Score -3.594402e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87196 members 
Mstep: Class 2 contains 7306 members 
Mstep: Class 3 contains 7470 members 
Mstep: Class 4 contains 10531 members 
Mstep: Class 5 contains 60226 members 
Mstep: Class 6 contains 28613 members 
Mstep: Class 7 contains 32366 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 8980 members 
Mstep: Class 10 contains 15218 members 
Mstep: Class 11 contains 9795 members 
Mstep: Class 12 contains 2960 members 
Mstep: Class 13 contains 4678 members 
Mstep: Class 14 contains 6843 members 
Mstep: Class 15 contains 79070 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 7948 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107792 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 6713 members 
Mstep: Class 22 contains 187768 members 
Mstep: Class 23 contains 3799 members 
Mstep: Class 24 contains 1485 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 896 members 
Mstep: Class 27 contains 8134 members 
Mstep: Class 28 contains 1686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944048.000000 Penalty: 61307.429688
Iteration 230Q: 29 clusters Score -3.594405e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87192 members 
Mstep: Class 2 contains 7306 members 
Mstep: Class 3 contains 7469 members 
Mstep: Class 4 contains 10531 members 
Mstep: Class 5 contains 60226 members 
Mstep: Class 6 contains 28613 members 
Mstep: Class 7 contains 32358 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 8973 members 
Mstep: Class 10 contains 15218 members 
Mstep: Class 11 contains 9793 members 
Mstep: Class 12 contains 3012 members 
Mstep: Class 13 contains 4680 members 
Mstep: Class 14 contains 6837 members 
Mstep: Class 15 contains 79047 members 
Mstep: Class 16 contains 3183 members 
Mstep: Class 17 contains 7949 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107801 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 6713 members 
Mstep: Class 22 contains 187770 members 
Mstep: Class 23 contains 3772 members 
Mstep: Class 24 contains 1484 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 899 members 
Mstep: Class 27 contains 8144 members 
Mstep: Class 28 contains 1693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944100.000000 Penalty: 61307.429688
Iteration 231Q: 29 clusters Score -3.59441e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87186 members 
Mstep: Class 2 contains 7307 members 
Mstep: Class 3 contains 7465 members 
Mstep: Class 4 contains 10532 members 
Mstep: Class 5 contains 60226 members 
Mstep: Class 6 contains 28613 members 
Mstep: Class 7 contains 32363 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 8958 members 
Mstep: Class 10 contains 15218 members 
Mstep: Class 11 contains 9792 members 
Mstep: Class 12 contains 3057 members 
Mstep: Class 13 contains 4684 members 
Mstep: Class 14 contains 6827 members 
Mstep: Class 15 contains 79020 members 
Mstep: Class 16 contains 3183 members 
Mstep: Class 17 contains 7951 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107812 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 21 contains 6713 members 
Mstep: Class 22 contains 187763 members 
Mstep: Class 23 contains 3749 members 
Mstep: Class 24 contains 1484 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 906 members 
Mstep: Class 27 contains 8154 members 
Mstep: Class 28 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944200.000000 Penalty: 61307.429688
Iteration 232Q: 29 clusters Score -3.59442e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87183 members 
Mstep: Class 2 contains 7305 members 
Mstep: Class 3 contains 7462 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 60226 members 
Mstep: Class 6 contains 28612 members 
Mstep: Class 7 contains 32354 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 8948 members 
Mstep: Class 10 contains 15216 members 
Mstep: Class 11 contains 9791 members 
Mstep: Class 12 contains 3091 members 
Mstep: Class 13 contains 4683 members 
Mstep: Class 14 contains 6826 members 
Mstep: Class 15 contains 79002 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7955 members 
Mstep: Class 18 contains 1071 members 
Mstep: Class 19 contains 107827 members 
Mstep: Class 20 contains 1958 members 
Mstep: Class 21 contains 6713 members 
Mstep: Class 22 contains 187754 members 
Mstep: Class 23 contains 3733 members 
Mstep: Class 24 contains 1479 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 909 members 
Mstep: Class 27 contains 8164 members 
Mstep: Class 28 contains 1720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944208.000000 Penalty: 61307.429688
Iteration 233Q: 29 clusters Score -3.594421e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87182 members 
Mstep: Class 2 contains 7303 members 
Mstep: Class 3 contains 7448 members 
Mstep: Class 4 contains 10534 members 
Mstep: Class 5 contains 60225 members 
Mstep: Class 6 contains 28613 members 
Mstep: Class 7 contains 32355 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 8943 members 
Mstep: Class 10 contains 15215 members 
Mstep: Class 11 contains 9791 members 
Mstep: Class 12 contains 3117 members 
Mstep: Class 13 contains 4683 members 
Mstep: Class 14 contains 6832 members 
Mstep: Class 15 contains 78978 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7958 members 
Mstep: Class 18 contains 1070 members 
Mstep: Class 19 contains 107831 members 
Mstep: Class 20 contains 1961 members 
Mstep: Class 21 contains 6713 members 
Mstep: Class 22 contains 187752 members 
Mstep: Class 23 contains 3716 members 
Mstep: Class 24 contains 1476 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 914 members 
Mstep: Class 27 contains 8177 members 
Mstep: Class 28 contains 1728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944324.000000 Penalty: 61307.429688
Iteration 234Q: 29 clusters Score -3.594432e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87178 members 
Mstep: Class 2 contains 7302 members 
Mstep: Class 3 contains 7436 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 60224 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32347 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 8932 members 
Mstep: Class 10 contains 15212 members 
Mstep: Class 11 contains 9787 members 
Mstep: Class 12 contains 3138 members 
Mstep: Class 13 contains 4683 members 
Mstep: Class 14 contains 6831 members 
Mstep: Class 15 contains 78956 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7959 members 
Mstep: Class 18 contains 1070 members 
Mstep: Class 19 contains 107842 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 6713 members 
Mstep: Class 22 contains 187755 members 
Mstep: Class 23 contains 3713 members 
Mstep: Class 24 contains 1473 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 919 members 
Mstep: Class 27 contains 8189 members 
Mstep: Class 28 contains 1744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944332.000000 Penalty: 61307.429688
Iteration 235Q: 29 clusters Score -3.594433e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87179 members 
Mstep: Class 2 contains 7301 members 
Mstep: Class 3 contains 7429 members 
Mstep: Class 4 contains 10539 members 
Mstep: Class 5 contains 60223 members 
Mstep: Class 6 contains 28614 members 
Mstep: Class 7 contains 32348 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8926 members 
Mstep: Class 10 contains 15212 members 
Mstep: Class 11 contains 9782 members 
Mstep: Class 12 contains 3149 members 
Mstep: Class 13 contains 4683 members 
Mstep: Class 14 contains 6831 members 
Mstep: Class 15 contains 78929 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7959 members 
Mstep: Class 18 contains 1070 members 
Mstep: Class 19 contains 107846 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 187760 members 
Mstep: Class 23 contains 3707 members 
Mstep: Class 24 contains 1471 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 921 members 
Mstep: Class 27 contains 8204 members 
Mstep: Class 28 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944380.000000 Penalty: 61307.429688
Iteration 236Q: 29 clusters Score -3.594438e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87178 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 7418 members 
Mstep: Class 4 contains 10541 members 
Mstep: Class 5 contains 60223 members 
Mstep: Class 6 contains 28613 members 
Mstep: Class 7 contains 32353 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 8924 members 
Mstep: Class 10 contains 15213 members 
Mstep: Class 11 contains 9774 members 
Mstep: Class 12 contains 3159 members 
Mstep: Class 13 contains 4684 members 
Mstep: Class 14 contains 6829 members 
Mstep: Class 15 contains 78912 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7961 members 
Mstep: Class 18 contains 1070 members 
Mstep: Class 19 contains 107846 members 
Mstep: Class 20 contains 1966 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 187759 members 
Mstep: Class 23 contains 3697 members 
Mstep: Class 24 contains 1471 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 925 members 
Mstep: Class 27 contains 8215 members 
Mstep: Class 28 contains 1770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944300.000000 Penalty: 61307.429688
Iteration 237Q: 29 clusters Score -3.59443e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87176 members 
Mstep: Class 2 contains 7299 members 
Mstep: Class 3 contains 7407 members 
Mstep: Class 4 contains 10541 members 
Mstep: Class 5 contains 60223 members 
Mstep: Class 6 contains 28612 members 
Mstep: Class 7 contains 32358 members 
Mstep: Class 8 contains 8529 members 
Mstep: Class 9 contains 8913 members 
Mstep: Class 10 contains 15213 members 
Mstep: Class 11 contains 9767 members 
Mstep: Class 12 contains 3173 members 
Mstep: Class 13 contains 4686 members 
Mstep: Class 14 contains 6832 members 
Mstep: Class 15 contains 78889 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7961 members 
Mstep: Class 18 contains 1070 members 
Mstep: Class 19 contains 107852 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 187756 members 
Mstep: Class 23 contains 3688 members 
Mstep: Class 24 contains 1472 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 931 members 
Mstep: Class 27 contains 8231 members 
Mstep: Class 28 contains 1779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944300.000000 Penalty: 61307.429688
Iteration 238Q: 29 clusters Score -3.59443e+07 nChanged 146
Entering ConstructFrom: 
Score: -35944300.000000 Penalty: 61307.429688
Entering ConstructFrom: 
Trying to split cluster 1 (87178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87178 members 
Entering Unmasked Estep 
Score: -4644098.500000 Penalty: 1848.552490
	Iteration 0F: 2 clusters Score -4644098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -4585815.000000 Penalty: 3697.104980
	Iteration 0F: 3 clusters Score -4585815 nChanged 41408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 47807 members 
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Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 50545 members 
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Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 59426 members 
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Mstep: Class 2 contains 64529 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 68823 members 
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Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 71743 members 
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Mstep: Class 2 contains 73827 members 
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Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 75526 members 
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Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 76874 members 
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	Iteration 12Q: 3 clusters Score -4640059 nChanged 1199
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Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 77999 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7311 members 
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Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4641505 nChanged 773
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Mstep: Class 1 contains 6578 members 
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Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4641778 nChanged 637
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Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 81209 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4642004 nChanged 554
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Mstep: Class 1 contains 5447 members 
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	Iteration 18Q: 3 clusters Score -4642200 nChanged 505
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Mstep: Class 1 contains 4968 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 82609 members 
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Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 82942 members 
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Mstep: Class 1 contains 3966 members 
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Mstep: Class 1 contains 3712 members 
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Mstep: Class 2 contains 83983 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 84178 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 84262 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2850 members 
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Mstep: Class 1 contains 2789 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2730 members 
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Mstep: Class 1 contains 2601 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4643014 nChanged 34
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Mstep: Class 1 contains 2250 members 
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	Iteration 53Q: 3 clusters Score -4643120 nChanged 27
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	Iteration 60F: 3 clusters Score -4643144 nChanged 21
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	Iteration 63Q: 3 clusters Score -4643152 nChanged 15
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	Iteration 67Q: 3 clusters Score -4643160 nChanged 7
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	Iteration 68Q: 3 clusters Score -4643160 nChanged 10
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	Iteration 69Q: 3 clusters Score -4643164 nChanged 5
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	Iteration 72Q: 3 clusters Score -4643154 nChanged 3
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	Iteration 74Q: 3 clusters Score -4643160 nChanged 7
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	Iteration 75Q: 3 clusters Score -4643168 nChanged 10
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	Iteration 76Q: 3 clusters Score -4643162 nChanged 13
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	Iteration 77Q: 3 clusters Score -4643164 nChanged 14
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	Iteration 78Q: 3 clusters Score -4643164 nChanged 17
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	Iteration 79Q: 3 clusters Score -4643169 nChanged 10
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	Iteration 80F: 3 clusters Score -4643166 nChanged 3
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	Iteration 81Q: 3 clusters Score -4643170 nChanged 5
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	Iteration 82Q: 3 clusters Score -4643170 nChanged 8
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	Iteration 83Q: 3 clusters Score -4643164 nChanged 10
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	Iteration 84Q: 3 clusters Score -4643167 nChanged 10
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	Iteration 85Q: 3 clusters Score -4643176 nChanged 11
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	Iteration 86Q: 3 clusters Score -4643178 nChanged 11
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	Iteration 87Q: 3 clusters Score -4643176 nChanged 10
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	Iteration 88Q: 3 clusters Score -4643181 nChanged 8
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	Iteration 89Q: 3 clusters Score -4643178 nChanged 12
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	Iteration 90Q: 3 clusters Score -4643175 nChanged 11
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	Iteration 92Q: 3 clusters Score -4643184 nChanged 17
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	Iteration 93Q: 3 clusters Score -4643186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 85068 members 
Entering Unmasked Estep 
Score: -4643190.500000 Penalty: 3697.104980
	Iteration 94Q: 3 clusters Score -4643190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 85069 members 
Entering Unmasked Estep 
Score: -4643183.500000 Penalty: 3697.104980
	Iteration 95Q: 3 clusters Score -4643184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 85074 members 
Entering Unmasked Estep 
Score: -4643197.500000 Penalty: 3697.104980
	Iteration 96Q: 3 clusters Score -4643198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 85077 members 
Entering Unmasked Estep 
Score: -4643193.500000 Penalty: 3697.104980
	Iteration 97Q: 3 clusters Score -4643194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 85075 members 
Entering Unmasked Estep 
Score: -4643194.500000 Penalty: 3697.104980
	Iteration 98Q: 3 clusters Score -4643194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 85077 members 
Entering Unmasked Estep 
Score: -4643198.000000 Penalty: 3697.104980
	Iteration 99Q: 3 clusters Score -4643198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 85074 members 
Entering Unmasked Estep 
Score: -4643195.000000 Penalty: 3697.104980
	Iteration 100F: 3 clusters Score -4643195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 85070 members 
Entering Unmasked Estep 
Score: -4643197.000000 Penalty: 3697.104980
	Iteration 101Q: 3 clusters Score -4643197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 85063 members 
Entering Unmasked Estep 
Score: -4643204.500000 Penalty: 3697.104980
	Iteration 102Q: 3 clusters Score -4643204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 85053 members 
Entering Unmasked Estep 
Score: -4643199.000000 Penalty: 3697.104980
	Iteration 103Q: 3 clusters Score -4643199 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 85044 members 
Entering Unmasked Estep 
Score: -4643191.000000 Penalty: 3697.104980
	Iteration 104Q: 3 clusters Score -4643191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 85039 members 
Entering Unmasked Estep 
Score: -4643199.500000 Penalty: 3697.104980
	Iteration 105Q: 3 clusters Score -4643200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 85036 members 
Entering Unmasked Estep 
Score: -4643210.500000 Penalty: 3697.104980
	Iteration 106Q: 3 clusters Score -4643210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 85033 members 
Entering Unmasked Estep 
Score: -4643214.500000 Penalty: 3697.104980
	Iteration 107Q: 3 clusters Score -4643214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 85027 members 
Entering Unmasked Estep 
Score: -4643223.000000 Penalty: 3697.104980
	Iteration 108Q: 3 clusters Score -4643223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 85023 members 
Entering Unmasked Estep 
Score: -4643222.500000 Penalty: 3697.104980
	Iteration 109Q: 3 clusters Score -4643222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 85023 members 
Entering Unmasked Estep 
Score: -4643218.500000 Penalty: 3697.104980
	Iteration 110Q: 3 clusters Score -4643218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 85028 members 
Entering Unmasked Estep 
Score: -4643225.000000 Penalty: 3697.104980
	Iteration 111Q: 3 clusters Score -4643225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 85041 members 
Entering Unmasked Estep 
Score: -4643226.000000 Penalty: 3697.104980
	Iteration 112Q: 3 clusters Score -4643226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 85048 members 
Entering Unmasked Estep 
Score: -4643221.500000 Penalty: 3697.104980
	Iteration 113Q: 3 clusters Score -4643222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 85053 members 
Entering Unmasked Estep 
Score: -4643220.500000 Penalty: 3697.104980
	Iteration 114Q: 3 clusters Score -4643220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 85061 members 
Entering Unmasked Estep 
Score: -4643227.500000 Penalty: 3697.104980
	Iteration 115Q: 3 clusters Score -4643228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 85066 members 
Entering Unmasked Estep 
Score: -4643227.500000 Penalty: 3697.104980
	Iteration 116Q: 3 clusters Score -4643228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 85064 members 
Entering Unmasked Estep 
Score: -4643229.000000 Penalty: 3697.104980
	Iteration 117Q: 3 clusters Score -4643229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 85069 members 
Entering Unmasked Estep 
Score: -4643239.500000 Penalty: 3697.104980
	Iteration 118Q: 3 clusters Score -4643240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 85072 members 
Entering Unmasked Estep 
Score: -4643244.500000 Penalty: 3697.104980
	Iteration 119Q: 3 clusters Score -4643244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 85070 members 
Entering Unmasked Estep 
Score: -4643247.500000 Penalty: 3697.104980
	Iteration 120F: 3 clusters Score -4643248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 85070 members 
Entering Unmasked Estep 
Score: -4643249.500000 Penalty: 3697.104980
	Iteration 121Q: 3 clusters Score -4643250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 85067 members 
Entering Unmasked Estep 
Score: -4643250.000000 Penalty: 3697.104980
	Iteration 122Q: 3 clusters Score -4643250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 85067 members 
Entering Unmasked Estep 
Score: -4643248.000000 Penalty: 3697.104980
	Iteration 123Q: 3 clusters Score -4643248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 85067 members 
Entering Unmasked Estep 
Score: -4643243.000000 Penalty: 3697.104980
	Iteration 124Q: 3 clusters Score -4643243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 85064 members 
Entering Unmasked Estep 
Score: -4643241.500000 Penalty: 3697.104980
	Iteration 125Q: 3 clusters Score -4643242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 85063 members 
Entering Unmasked Estep 
Score: -4643238.500000 Penalty: 3697.104980
	Iteration 126Q: 3 clusters Score -4643238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 85065 members 
Entering Unmasked Estep 
Score: -4643241.500000 Penalty: 3697.104980
	Iteration 127Q: 3 clusters Score -4643242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 85066 members 
Entering Unmasked Estep 
Score: -4643239.000000 Penalty: 3697.104980
	Iteration 128Q: 3 clusters Score -4643239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 85067 members 
Entering Unmasked Estep 
Score: -4643241.500000 Penalty: 3697.104980
	Iteration 129Q: 3 clusters Score -4643242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 85071 members 
Entering Unmasked Estep 
Score: -4643240.500000 Penalty: 3697.104980
	Iteration 130Q: 3 clusters Score -4643240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 85070 members 
Entering Unmasked Estep 
Score: -4643243.500000 Penalty: 3697.104980
	Iteration 131Q: 3 clusters Score -4643244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 85070 members 
Entering Unmasked Estep 
Score: -4643243.500000 Penalty: 3697.104980
	Iteration 132F: 3 clusters Score -4643244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -366611.687500 Penalty: 1445.495239
	Iteration 0F: 2 clusters Score -366611.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -361212.531250 Penalty: 2890.990479
	Iteration 0F: 3 clusters Score -361212.5 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -362966.718750 Penalty: 2890.990479
	Iteration 1F: 3 clusters Score -362966.7 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -363466.531250 Penalty: 2890.990479
	Iteration 2F: 3 clusters Score -363466.5 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -364056.343750 Penalty: 2890.990479
	Iteration 3F: 3 clusters Score -364056.3 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -364623.187500 Penalty: 2890.990479
	Iteration 4F: 3 clusters Score -364623.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -365056.437500 Penalty: 2890.990479
	Iteration 5F: 3 clusters Score -365056.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -365371.375000 Penalty: 2890.990479
	Iteration 6F: 3 clusters Score -365371.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -365562.187500 Penalty: 2890.990479
	Iteration 7Q: 3 clusters Score -365562.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -365675.437500 Penalty: 2890.990479
	Iteration 8Q: 3 clusters Score -365675.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -365739.343750 Penalty: 2890.990479
	Iteration 9Q: 3 clusters Score -365739.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -365772.000000 Penalty: 2890.990479
	Iteration 10Q: 3 clusters Score -365772 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -365793.000000 Penalty: 2890.990479
	Iteration 11Q: 3 clusters Score -365793 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -365806.000000 Penalty: 2890.990479
	Iteration 12Q: 3 clusters Score -365806 nChanged 33
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: -365815.281250 Penalty: 2890.990479
	Iteration 13Q: 3 clusters Score -365815.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -365819.000000 Penalty: 2890.990479
	Iteration 14Q: 3 clusters Score -365819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -365821.812500 Penalty: 2890.990479
	Iteration 15Q: 3 clusters Score -365821.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -365824.656250 Penalty: 2890.990479
	Iteration 16Q: 3 clusters Score -365824.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -365826.156250 Penalty: 2890.990479
	Iteration 17Q: 3 clusters Score -365826.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -365828.718750 Penalty: 2890.990479
	Iteration 18Q: 3 clusters Score -365828.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -365829.656250 Penalty: 2890.990479
	Iteration 19Q: 3 clusters Score -365829.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -365830.437500 Penalty: 2890.990479
	Iteration 20F: 3 clusters Score -365830.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -365831.093750 Penalty: 2890.990479
	Iteration 21Q: 3 clusters Score -365831.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -365832.281250 Penalty: 2890.990479
	Iteration 22Q: 3 clusters Score -365832.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -365831.718750 Penalty: 2890.990479
	Iteration 23Q: 3 clusters Score -365831.7 nChanged 5
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: -365833.125000 Penalty: 2890.990479
	Iteration 24Q: 3 clusters Score -365833.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -365834.531250 Penalty: 2890.990479
	Iteration 25Q: 3 clusters Score -365834.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -365835.312500 Penalty: 2890.990479
	Iteration 26Q: 3 clusters Score -365835.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -365836.875000 Penalty: 2890.990479
	Iteration 27Q: 3 clusters Score -365836.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -365837.968750 Penalty: 2890.990479
	Iteration 28Q: 3 clusters Score -365838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -365837.406250 Penalty: 2890.990479
	Iteration 29Q: 3 clusters Score -365837.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -365838.468750 Penalty: 2890.990479
	Iteration 30Q: 3 clusters Score -365838.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -365838.718750 Penalty: 2890.990479
	Iteration 31Q: 3 clusters Score -365838.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -365839.093750 Penalty: 2890.990479
	Iteration 32Q: 3 clusters Score -365839.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -365839.687500 Penalty: 2890.990479
	Iteration 33Q: 3 clusters Score -365839.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -365839.781250 Penalty: 2890.990479
	Iteration 34Q: 3 clusters Score -365839.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -365839.781250 Penalty: 2890.990479
	Iteration 35F: 3 clusters Score -365839.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Entering Unmasked Estep 
Score: -377850.406250 Penalty: 1447.619019
	Iteration 0F: 2 clusters Score -377850.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -372359.000000 Penalty: 2895.238037
	Iteration 0F: 3 clusters Score -372359 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -374125.437500 Penalty: 2895.238037
	Iteration 1F: 3 clusters Score -374125.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -374392.593750 Penalty: 2895.238037
	Iteration 2F: 3 clusters Score -374392.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -374644.062500 Penalty: 2895.238037
	Iteration 3F: 3 clusters Score -374644.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -374877.250000 Penalty: 2895.238037
	Iteration 4F: 3 clusters Score -374877.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -375098.062500 Penalty: 2895.238037
	Iteration 5F: 3 clusters Score -375098.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -375265.093750 Penalty: 2895.238037
	Iteration 6Q: 3 clusters Score -375265.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -375418.375000 Penalty: 2895.238037
	Iteration 7Q: 3 clusters Score -375418.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -375563.468750 Penalty: 2895.238037
	Iteration 8Q: 3 clusters Score -375563.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -375682.093750 Penalty: 2895.238037
	Iteration 9Q: 3 clusters Score -375682.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -375800.500000 Penalty: 2895.238037
	Iteration 10Q: 3 clusters Score -375800.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -375934.843750 Penalty: 2895.238037
	Iteration 11Q: 3 clusters Score -375934.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -376049.531250 Penalty: 2895.238037
	Iteration 12Q: 3 clusters Score -376049.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -376139.250000 Penalty: 2895.238037
	Iteration 13Q: 3 clusters Score -376139.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -376219.625000 Penalty: 2895.238037
	Iteration 14Q: 3 clusters Score -376219.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -376304.875000 Penalty: 2895.238037
	Iteration 15Q: 3 clusters Score -376304.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -376380.843750 Penalty: 2895.238037
	Iteration 16Q: 3 clusters Score -376380.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -376432.343750 Penalty: 2895.238037
	Iteration 17Q: 3 clusters Score -376432.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -376481.218750 Penalty: 2895.238037
	Iteration 18Q: 3 clusters Score -376481.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -376522.937500 Penalty: 2895.238037
	Iteration 19Q: 3 clusters Score -376522.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -376567.343750 Penalty: 2895.238037
	Iteration 20F: 3 clusters Score -376567.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -376594.968750 Penalty: 2895.238037
	Iteration 21Q: 3 clusters Score -376595 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -376619.656250 Penalty: 2895.238037
	Iteration 22Q: 3 clusters Score -376619.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -376642.406250 Penalty: 2895.238037
	Iteration 23Q: 3 clusters Score -376642.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -376659.812500 Penalty: 2895.238037
	Iteration 24Q: 3 clusters Score -376659.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -376672.875000 Penalty: 2895.238037
	Iteration 25Q: 3 clusters Score -376672.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -376690.781250 Penalty: 2895.238037
	Iteration 26Q: 3 clusters Score -376690.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -376702.562500 Penalty: 2895.238037
	Iteration 27Q: 3 clusters Score -376702.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -376710.406250 Penalty: 2895.238037
	Iteration 28Q: 3 clusters Score -376710.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -376717.312500 Penalty: 2895.238037
	Iteration 29Q: 3 clusters Score -376717.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -376722.562500 Penalty: 2895.238037
	Iteration 30Q: 3 clusters Score -376722.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -376729.656250 Penalty: 2895.238037
	Iteration 31Q: 3 clusters Score -376729.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -376734.937500 Penalty: 2895.238037
	Iteration 32Q: 3 clusters Score -376734.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -376739.812500 Penalty: 2895.238037
	Iteration 33Q: 3 clusters Score -376739.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -376744.562500 Penalty: 2895.238037
	Iteration 34Q: 3 clusters Score -376744.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -376747.625000 Penalty: 2895.238037
	Iteration 35Q: 3 clusters Score -376747.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -376753.531250 Penalty: 2895.238037
	Iteration 36Q: 3 clusters Score -376753.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -376757.468750 Penalty: 2895.238037
	Iteration 37Q: 3 clusters Score -376757.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -376758.656250 Penalty: 2895.238037
	Iteration 38Q: 3 clusters Score -376758.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -376760.500000 Penalty: 2895.238037
	Iteration 39Q: 3 clusters Score -376760.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -376762.593750 Penalty: 2895.238037
	Iteration 40F: 3 clusters Score -376762.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -376762.593750 Penalty: 2895.238037
	Iteration 41Q: 3 clusters Score -376762.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -376763.750000 Penalty: 2895.238037
	Iteration 42Q: 3 clusters Score -376763.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -376764.468750 Penalty: 2895.238037
	Iteration 43Q: 3 clusters Score -376764.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -376764.906250 Penalty: 2895.238037
	Iteration 44Q: 3 clusters Score -376764.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -376766.656250 Penalty: 2895.238037
	Iteration 45Q: 3 clusters Score -376766.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -376767.343750 Penalty: 2895.238037
	Iteration 46Q: 3 clusters Score -376767.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -376768.031250 Penalty: 2895.238037
	Iteration 47Q: 3 clusters Score -376768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -376767.656250 Penalty: 2895.238037
	Iteration 48Q: 3 clusters Score -376767.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -376768.687500 Penalty: 2895.238037
	Iteration 49Q: 3 clusters Score -376768.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -376770.406250 Penalty: 2895.238037
	Iteration 50Q: 3 clusters Score -376770.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -376771.375000 Penalty: 2895.238037
	Iteration 51Q: 3 clusters Score -376771.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -376772.531250 Penalty: 2895.238037
	Iteration 52Q: 3 clusters Score -376772.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -376775.781250 Penalty: 2895.238037
	Iteration 53Q: 3 clusters Score -376775.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -376776.531250 Penalty: 2895.238037
	Iteration 54Q: 3 clusters Score -376776.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -376777.187500 Penalty: 2895.238037
	Iteration 55Q: 3 clusters Score -376777.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -376778.625000 Penalty: 2895.238037
	Iteration 56Q: 3 clusters Score -376778.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -376779.718750 Penalty: 2895.238037
	Iteration 57Q: 3 clusters Score -376779.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -376781.281250 Penalty: 2895.238037
	Iteration 58Q: 3 clusters Score -376781.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -376781.312500 Penalty: 2895.238037
	Iteration 59Q: 3 clusters Score -376781.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -376781.312500 Penalty: 2895.238037
	Iteration 60F: 3 clusters Score -376781.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Entering Unmasked Estep 
Score: -536726.750000 Penalty: 1505.164917
	Iteration 0F: 2 clusters Score -536726.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -529240.062500 Penalty: 3010.329834
	Iteration 0F: 3 clusters Score -529240.1 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -531655.000000 Penalty: 3010.329834
	Iteration 1F: 3 clusters Score -531655 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -531895.687500 Penalty: 3010.329834
	Iteration 2F: 3 clusters Score -531895.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -532103.125000 Penalty: 3010.329834
	Iteration 3Q: 3 clusters Score -532103.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -532324.062500 Penalty: 3010.329834
	Iteration 4Q: 3 clusters Score -532324.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -532571.937500 Penalty: 3010.329834
	Iteration 5Q: 3 clusters Score -532571.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -532870.562500 Penalty: 3010.329834
	Iteration 6Q: 3 clusters Score -532870.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -533186.312500 Penalty: 3010.329834
	Iteration 7Q: 3 clusters Score -533186.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -533484.187500 Penalty: 3010.329834
	Iteration 8Q: 3 clusters Score -533484.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -533785.437500 Penalty: 3010.329834
	Iteration 9Q: 3 clusters Score -533785.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -534053.062500 Penalty: 3010.329834
	Iteration 10Q: 3 clusters Score -534053.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -534300.625000 Penalty: 3010.329834
	Iteration 11Q: 3 clusters Score -534300.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -534515.750000 Penalty: 3010.329834
	Iteration 12Q: 3 clusters Score -534515.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -534666.625000 Penalty: 3010.329834
	Iteration 13Q: 3 clusters Score -534666.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -534791.250000 Penalty: 3010.329834
	Iteration 14Q: 3 clusters Score -534791.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -534871.750000 Penalty: 3010.329834
	Iteration 15Q: 3 clusters Score -534871.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -534939.000000 Penalty: 3010.329834
	Iteration 16Q: 3 clusters Score -534939 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -535020.062500 Penalty: 3010.329834
	Iteration 17Q: 3 clusters Score -535020.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -535076.937500 Penalty: 3010.329834
	Iteration 18Q: 3 clusters Score -535076.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -535124.125000 Penalty: 3010.329834
	Iteration 19Q: 3 clusters Score -535124.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -535169.437500 Penalty: 3010.329834
	Iteration 20F: 3 clusters Score -535169.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -535200.625000 Penalty: 3010.329834
	Iteration 21Q: 3 clusters Score -535200.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -535227.125000 Penalty: 3010.329834
	Iteration 22Q: 3 clusters Score -535227.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -535259.812500 Penalty: 3010.329834
	Iteration 23Q: 3 clusters Score -535259.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -535282.375000 Penalty: 3010.329834
	Iteration 24Q: 3 clusters Score -535282.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -535294.937500 Penalty: 3010.329834
	Iteration 25Q: 3 clusters Score -535294.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -535312.312500 Penalty: 3010.329834
	Iteration 26Q: 3 clusters Score -535312.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -535328.187500 Penalty: 3010.329834
	Iteration 27Q: 3 clusters Score -535328.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -535337.250000 Penalty: 3010.329834
	Iteration 28Q: 3 clusters Score -535337.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -535342.187500 Penalty: 3010.329834
	Iteration 29Q: 3 clusters Score -535342.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -535346.125000 Penalty: 3010.329834
	Iteration 30Q: 3 clusters Score -535346.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -535352.312500 Penalty: 3010.329834
	Iteration 31Q: 3 clusters Score -535352.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -535358.500000 Penalty: 3010.329834
	Iteration 32Q: 3 clusters Score -535358.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -535364.187500 Penalty: 3010.329834
	Iteration 33Q: 3 clusters Score -535364.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -535370.500000 Penalty: 3010.329834
	Iteration 34Q: 3 clusters Score -535370.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -535372.562500 Penalty: 3010.329834
	Iteration 35Q: 3 clusters Score -535372.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -535375.750000 Penalty: 3010.329834
	Iteration 36Q: 3 clusters Score -535375.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -535381.187500 Penalty: 3010.329834
	Iteration 37Q: 3 clusters Score -535381.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -535382.812500 Penalty: 3010.329834
	Iteration 38Q: 3 clusters Score -535382.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -535385.000000 Penalty: 3010.329834
	Iteration 39Q: 3 clusters Score -535385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -535385.937500 Penalty: 3010.329834
	Iteration 40F: 3 clusters Score -535385.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -535385.750000 Penalty: 3010.329834
	Iteration 41Q: 3 clusters Score -535385.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -535384.875000 Penalty: 3010.329834
	Iteration 42Q: 3 clusters Score -535384.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -535384.875000 Penalty: 3010.329834
	Iteration 43F: 3 clusters Score -535384.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60221 members 
Entering Unmasked Estep 
Score: -3229755.500000 Penalty: 1788.438721
	Iteration 0F: 2 clusters Score -3229756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -3189429.000000 Penalty: 3576.877441
	Iteration 0F: 3 clusters Score -3189429 nChanged 28310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -3205484.500000 Penalty: 3576.877441
	Iteration 1F: 3 clusters Score -3205484 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -3205881.750000 Penalty: 3576.877441
	Iteration 2Q: 3 clusters Score -3205882 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -3206210.000000 Penalty: 3576.877441
	Iteration 3Q: 3 clusters Score -3206210 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -3206496.750000 Penalty: 3576.877441
	Iteration 4Q: 3 clusters Score -3206497 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -3206731.750000 Penalty: 3576.877441
	Iteration 5Q: 3 clusters Score -3206732 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -3207010.750000 Penalty: 3576.877441
	Iteration 6Q: 3 clusters Score -3207011 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -3207312.750000 Penalty: 3576.877441
	Iteration 7Q: 3 clusters Score -3207313 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -3207786.250000 Penalty: 3576.877441
	Iteration 8Q: 3 clusters Score -3207786 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -3208481.000000 Penalty: 3576.877441
	Iteration 9Q: 3 clusters Score -3208481 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -3209677.750000 Penalty: 3576.877441
	Iteration 10Q: 3 clusters Score -3209678 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -3211615.000000 Penalty: 3576.877441
	Iteration 11Q: 3 clusters Score -3211615 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -3214112.000000 Penalty: 3576.877441
	Iteration 12F: 3 clusters Score -3214112 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -3216640.500000 Penalty: 3576.877441
	Iteration 13F: 3 clusters Score -3216640 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -3218282.250000 Penalty: 3576.877441
	Iteration 14Q: 3 clusters Score -3218282 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -3219135.250000 Penalty: 3576.877441
	Iteration 15Q: 3 clusters Score -3219135 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -3219617.500000 Penalty: 3576.877441
	Iteration 16Q: 3 clusters Score -3219618 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -3219997.750000 Penalty: 3576.877441
	Iteration 17Q: 3 clusters Score -3219998 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -3220396.500000 Penalty: 3576.877441
	Iteration 18Q: 3 clusters Score -3220396 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -3220891.000000 Penalty: 3576.877441
	Iteration 19Q: 3 clusters Score -3220891 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -3221396.250000 Penalty: 3576.877441
	Iteration 20F: 3 clusters Score -3221396 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -3221974.000000 Penalty: 3576.877441
	Iteration 21Q: 3 clusters Score -3221974 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51292 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -3222598.000000 Penalty: 3576.877441
	Iteration 22Q: 3 clusters Score -3222598 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -3223296.250000 Penalty: 3576.877441
	Iteration 23Q: 3 clusters Score -3223296 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53882 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -3224070.250000 Penalty: 3576.877441
	Iteration 24Q: 3 clusters Score -3224070 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -3224850.250000 Penalty: 3576.877441
	Iteration 25Q: 3 clusters Score -3224850 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56185 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3225547.000000 Penalty: 3576.877441
	Iteration 26Q: 3 clusters Score -3225547 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -3226151.000000 Penalty: 3576.877441
	Iteration 27Q: 3 clusters Score -3226151 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57901 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3226665.500000 Penalty: 3576.877441
	Iteration 28Q: 3 clusters Score -3226666 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3227112.750000 Penalty: 3576.877441
	Iteration 29Q: 3 clusters Score -3227113 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3227461.500000 Penalty: 3576.877441
	Iteration 30Q: 3 clusters Score -3227462 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59367 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3227704.000000 Penalty: 3576.877441
	Iteration 31Q: 3 clusters Score -3227704 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3227859.750000 Penalty: 3576.877441
	Iteration 32Q: 3 clusters Score -3227860 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59704 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3227969.250000 Penalty: 3576.877441
	Iteration 33Q: 3 clusters Score -3227969 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3228037.000000 Penalty: 3576.877441
	Iteration 34Q: 3 clusters Score -3228037 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59823 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3228080.500000 Penalty: 3576.877441
	Iteration 35Q: 3 clusters Score -3228080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59862 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3228100.750000 Penalty: 3576.877441
	Iteration 36Q: 3 clusters Score -3228101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59875 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3228114.250000 Penalty: 3576.877441
	Iteration 37Q: 3 clusters Score -3228114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3228127.750000 Penalty: 3576.877441
	Iteration 38Q: 3 clusters Score -3228128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3228140.000000 Penalty: 3576.877441
	Iteration 39Q: 3 clusters Score -3228140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59902 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3228141.750000 Penalty: 3576.877441
	Iteration 40F: 3 clusters Score -3228142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59907 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3228143.000000 Penalty: 3576.877441
	Iteration 41Q: 3 clusters Score -3228143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59908 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3228142.250000 Penalty: 3576.877441
	Iteration 42Q: 3 clusters Score -3228142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59914 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3228153.000000 Penalty: 3576.877441
	Iteration 43Q: 3 clusters Score -3228153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59919 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3228151.750000 Penalty: 3576.877441
	Iteration 44Q: 3 clusters Score -3228152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59922 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3228159.000000 Penalty: 3576.877441
	Iteration 45Q: 3 clusters Score -3228159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59926 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3228166.250000 Penalty: 3576.877441
	Iteration 46Q: 3 clusters Score -3228166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59928 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3228166.750000 Penalty: 3576.877441
	Iteration 47Q: 3 clusters Score -3228167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59930 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3228164.250000 Penalty: 3576.877441
	Iteration 48Q: 3 clusters Score -3228164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59929 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3228166.750000 Penalty: 3576.877441
	Iteration 49Q: 3 clusters Score -3228167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59928 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3228164.750000 Penalty: 3576.877441
	Iteration 50Q: 3 clusters Score -3228165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59928 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3228164.750000 Penalty: 3576.877441
	Iteration 51F: 3 clusters Score -3228165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Entering Unmasked Estep 
Score: -1493276.750000 Penalty: 1667.506958
	Iteration 0F: 2 clusters Score -1493277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1474289.750000 Penalty: 3335.013916
	Iteration 0F: 3 clusters Score -1474290 nChanged 13000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1481305.625000 Penalty: 3335.013916
	Iteration 1F: 3 clusters Score -1481306 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -1481734.500000 Penalty: 3335.013916
	Iteration 2Q: 3 clusters Score -1481734 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -1482345.750000 Penalty: 3335.013916
	Iteration 3Q: 3 clusters Score -1482346 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -1483559.875000 Penalty: 3335.013916
	Iteration 4F: 3 clusters Score -1483560 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -1485739.750000 Penalty: 3335.013916
	Iteration 5F: 3 clusters Score -1485740 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -1488484.125000 Penalty: 3335.013916
	Iteration 6F: 3 clusters Score -1488484 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -1490393.000000 Penalty: 3335.013916
	Iteration 7F: 3 clusters Score -1490393 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -1491301.875000 Penalty: 3335.013916
	Iteration 8Q: 3 clusters Score -1491302 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -1491735.250000 Penalty: 3335.013916
	Iteration 9Q: 3 clusters Score -1491735 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -1491931.875000 Penalty: 3335.013916
	Iteration 10Q: 3 clusters Score -1491932 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -1492043.250000 Penalty: 3335.013916
	Iteration 11Q: 3 clusters Score -1492043 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -1492121.500000 Penalty: 3335.013916
	Iteration 12Q: 3 clusters Score -1492122 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -1492188.000000 Penalty: 3335.013916
	Iteration 13Q: 3 clusters Score -1492188 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -1492221.750000 Penalty: 3335.013916
	Iteration 14Q: 3 clusters Score -1492222 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -1492257.750000 Penalty: 3335.013916
	Iteration 15Q: 3 clusters Score -1492258 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -1492272.125000 Penalty: 3335.013916
	Iteration 16Q: 3 clusters Score -1492272 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -1492285.625000 Penalty: 3335.013916
	Iteration 17Q: 3 clusters Score -1492286 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -1492297.000000 Penalty: 3335.013916
	Iteration 18Q: 3 clusters Score -1492297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -1492301.500000 Penalty: 3335.013916
	Iteration 19Q: 3 clusters Score -1492302 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -1492309.875000 Penalty: 3335.013916
	Iteration 20F: 3 clusters Score -1492310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -1492313.250000 Penalty: 3335.013916
	Iteration 21Q: 3 clusters Score -1492313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -1492318.125000 Penalty: 3335.013916
	Iteration 22Q: 3 clusters Score -1492318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -1492323.750000 Penalty: 3335.013916
	Iteration 23Q: 3 clusters Score -1492324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -1492330.000000 Penalty: 3335.013916
	Iteration 24Q: 3 clusters Score -1492330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -1492335.250000 Penalty: 3335.013916
	Iteration 25Q: 3 clusters Score -1492335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -1492338.875000 Penalty: 3335.013916
	Iteration 26Q: 3 clusters Score -1492339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -1492340.750000 Penalty: 3335.013916
	Iteration 27Q: 3 clusters Score -1492341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -1492343.750000 Penalty: 3335.013916
	Iteration 28Q: 3 clusters Score -1492344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -1492346.375000 Penalty: 3335.013916
	Iteration 29Q: 3 clusters Score -1492346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -1492348.000000 Penalty: 3335.013916
	Iteration 30Q: 3 clusters Score -1492348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -1492351.500000 Penalty: 3335.013916
	Iteration 31Q: 3 clusters Score -1492352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -1492350.500000 Penalty: 3335.013916
	Iteration 32Q: 3 clusters Score -1492350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -1492351.000000 Penalty: 3335.013916
	Iteration 33Q: 3 clusters Score -1492351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -1492350.375000 Penalty: 3335.013916
	Iteration 34Q: 3 clusters Score -1492350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -1492350.375000 Penalty: 3335.013916
	Iteration 35F: 3 clusters Score -1492350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Entering Unmasked Estep 
Score: -1667186.750000 Penalty: 1687.500244
	Iteration 0F: 2 clusters Score -1667187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -1645546.625000 Penalty: 3375.000488
	Iteration 0F: 3 clusters Score -1645547 nChanged 14827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1653610.375000 Penalty: 3375.000488
	Iteration 1F: 3 clusters Score -1653610 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1654052.500000 Penalty: 3375.000488
	Iteration 2Q: 3 clusters Score -1654052 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1654483.000000 Penalty: 3375.000488
	Iteration 3Q: 3 clusters Score -1654483 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1655023.875000 Penalty: 3375.000488
	Iteration 4Q: 3 clusters Score -1655024 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1655764.875000 Penalty: 3375.000488
	Iteration 5Q: 3 clusters Score -1655765 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1656904.750000 Penalty: 3375.000488
	Iteration 6F: 3 clusters Score -1656905 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1658481.750000 Penalty: 3375.000488
	Iteration 7F: 3 clusters Score -1658482 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1660444.375000 Penalty: 3375.000488
	Iteration 8F: 3 clusters Score -1660444 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1662355.250000 Penalty: 3375.000488
	Iteration 9F: 3 clusters Score -1662355 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1663773.500000 Penalty: 3375.000488
	Iteration 10Q: 3 clusters Score -1663774 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1664617.625000 Penalty: 3375.000488
	Iteration 11Q: 3 clusters Score -1664618 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1665115.000000 Penalty: 3375.000488
	Iteration 12Q: 3 clusters Score -1665115 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1665429.375000 Penalty: 3375.000488
	Iteration 13Q: 3 clusters Score -1665429 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1665622.625000 Penalty: 3375.000488
	Iteration 14Q: 3 clusters Score -1665623 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1665743.000000 Penalty: 3375.000488
	Iteration 15Q: 3 clusters Score -1665743 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1665838.500000 Penalty: 3375.000488
	Iteration 16Q: 3 clusters Score -1665838 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1665891.500000 Penalty: 3375.000488
	Iteration 17Q: 3 clusters Score -1665892 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1665925.000000 Penalty: 3375.000488
	Iteration 18Q: 3 clusters Score -1665925 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1665955.375000 Penalty: 3375.000488
	Iteration 19Q: 3 clusters Score -1665955 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1665968.625000 Penalty: 3375.000488
	Iteration 20F: 3 clusters Score -1665969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1665975.500000 Penalty: 3375.000488
	Iteration 21Q: 3 clusters Score -1665976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1665981.000000 Penalty: 3375.000488
	Iteration 22Q: 3 clusters Score -1665981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1665987.000000 Penalty: 3375.000488
	Iteration 23Q: 3 clusters Score -1665987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1665994.625000 Penalty: 3375.000488
	Iteration 24Q: 3 clusters Score -1665995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1665996.125000 Penalty: 3375.000488
	Iteration 25Q: 3 clusters Score -1665996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1665993.500000 Penalty: 3375.000488
	Iteration 26Q: 3 clusters Score -1665994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1665994.875000 Penalty: 3375.000488
	Iteration 27Q: 3 clusters Score -1665995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1665998.250000 Penalty: 3375.000488
	Iteration 28Q: 3 clusters Score -1665998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1665998.750000 Penalty: 3375.000488
	Iteration 29Q: 3 clusters Score -1665999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1666003.500000 Penalty: 3375.000488
	Iteration 30Q: 3 clusters Score -1666004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1666004.625000 Penalty: 3375.000488
	Iteration 31Q: 3 clusters Score -1666005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1666007.000000 Penalty: 3375.000488
	Iteration 32Q: 3 clusters Score -1666007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1666005.250000 Penalty: 3375.000488
	Iteration 33Q: 3 clusters Score -1666005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1666005.250000 Penalty: 3375.000488
	Iteration 34F: 3 clusters Score -1666005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Entering Unmasked Estep 
Score: -456257.656250 Penalty: 1470.805420
	Iteration 0F: 2 clusters Score -456257.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -449973.625000 Penalty: 2941.610840
	Iteration 0F: 3 clusters Score -449973.6 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -451867.718750 Penalty: 2941.610840
	Iteration 1F: 3 clusters Score -451867.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -452048.593750 Penalty: 2941.610840
	Iteration 2F: 3 clusters Score -452048.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -452189.875000 Penalty: 2941.610840
	Iteration 3Q: 3 clusters Score -452189.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -452312.125000 Penalty: 2941.610840
	Iteration 4Q: 3 clusters Score -452312.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -452410.187500 Penalty: 2941.610840
	Iteration 5Q: 3 clusters Score -452410.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -452504.406250 Penalty: 2941.610840
	Iteration 6Q: 3 clusters Score -452504.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -452606.187500 Penalty: 2941.610840
	Iteration 7Q: 3 clusters Score -452606.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -452714.625000 Penalty: 2941.610840
	Iteration 8Q: 3 clusters Score -452714.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -452834.531250 Penalty: 2941.610840
	Iteration 9Q: 3 clusters Score -452834.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -452980.031250 Penalty: 2941.610840
	Iteration 10Q: 3 clusters Score -452980 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -453153.906250 Penalty: 2941.610840
	Iteration 11Q: 3 clusters Score -453153.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -453362.531250 Penalty: 2941.610840
	Iteration 12Q: 3 clusters Score -453362.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -453624.343750 Penalty: 2941.610840
	Iteration 13Q: 3 clusters Score -453624.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -453892.625000 Penalty: 2941.610840
	Iteration 14Q: 3 clusters Score -453892.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -454122.937500 Penalty: 2941.610840
	Iteration 15Q: 3 clusters Score -454122.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -454342.343750 Penalty: 2941.610840
	Iteration 16Q: 3 clusters Score -454342.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -454517.000000 Penalty: 2941.610840
	Iteration 17Q: 3 clusters Score -454517 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -454667.281250 Penalty: 2941.610840
	Iteration 18Q: 3 clusters Score -454667.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -454774.218750 Penalty: 2941.610840
	Iteration 19Q: 3 clusters Score -454774.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -454824.437500 Penalty: 2941.610840
	Iteration 20F: 3 clusters Score -454824.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -454857.437500 Penalty: 2941.610840
	Iteration 21Q: 3 clusters Score -454857.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -454882.812500 Penalty: 2941.610840
	Iteration 22Q: 3 clusters Score -454882.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -454900.343750 Penalty: 2941.610840
	Iteration 23Q: 3 clusters Score -454900.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -454913.593750 Penalty: 2941.610840
	Iteration 24Q: 3 clusters Score -454913.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -454921.156250 Penalty: 2941.610840
	Iteration 25Q: 3 clusters Score -454921.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -454923.468750 Penalty: 2941.610840
	Iteration 26Q: 3 clusters Score -454923.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -454930.187500 Penalty: 2941.610840
	Iteration 27Q: 3 clusters Score -454930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -454933.750000 Penalty: 2941.610840
	Iteration 28Q: 3 clusters Score -454933.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -454942.375000 Penalty: 2941.610840
	Iteration 29Q: 3 clusters Score -454942.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -454948.000000 Penalty: 2941.610840
	Iteration 30Q: 3 clusters Score -454948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -454958.968750 Penalty: 2941.610840
	Iteration 31Q: 3 clusters Score -454959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -454961.843750 Penalty: 2941.610840
	Iteration 32Q: 3 clusters Score -454961.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -454963.562500 Penalty: 2941.610840
	Iteration 33Q: 3 clusters Score -454963.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -454963.562500 Penalty: 2941.610840
	Iteration 34F: 3 clusters Score -454963.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Entering Unmasked Estep 
Score: -429373.250000 Penalty: 1477.834839
	Iteration 0F: 2 clusters Score -429373.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -422842.656250 Penalty: 2955.669678
	Iteration 0F: 3 clusters Score -422842.7 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -424979.312500 Penalty: 2955.669678
	Iteration 1F: 3 clusters Score -424979.3 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -425369.125000 Penalty: 2955.669678
	Iteration 2F: 3 clusters Score -425369.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -425819.062500 Penalty: 2955.669678
	Iteration 3F: 3 clusters Score -425819.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -426347.593750 Penalty: 2955.669678
	Iteration 4F: 3 clusters Score -426347.6 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -426877.531250 Penalty: 2955.669678
	Iteration 5F: 3 clusters Score -426877.5 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -427422.375000 Penalty: 2955.669678
	Iteration 6F: 3 clusters Score -427422.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -427840.156250 Penalty: 2955.669678
	Iteration 7F: 3 clusters Score -427840.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -428161.937500 Penalty: 2955.669678
	Iteration 8Q: 3 clusters Score -428161.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -428394.593750 Penalty: 2955.669678
	Iteration 9Q: 3 clusters Score -428394.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -428534.750000 Penalty: 2955.669678
	Iteration 10Q: 3 clusters Score -428534.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -428594.062500 Penalty: 2955.669678
	Iteration 11Q: 3 clusters Score -428594.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -428623.093750 Penalty: 2955.669678
	Iteration 12Q: 3 clusters Score -428623.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -428641.437500 Penalty: 2955.669678
	Iteration 13Q: 3 clusters Score -428641.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -428654.968750 Penalty: 2955.669678
	Iteration 14Q: 3 clusters Score -428655 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -428671.250000 Penalty: 2955.669678
	Iteration 15Q: 3 clusters Score -428671.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -428688.281250 Penalty: 2955.669678
	Iteration 16Q: 3 clusters Score -428688.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -428704.187500 Penalty: 2955.669678
	Iteration 17Q: 3 clusters Score -428704.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -428714.656250 Penalty: 2955.669678
	Iteration 18Q: 3 clusters Score -428714.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -428719.781250 Penalty: 2955.669678
	Iteration 19Q: 3 clusters Score -428719.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -428727.656250 Penalty: 2955.669678
	Iteration 20F: 3 clusters Score -428727.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -428733.312500 Penalty: 2955.669678
	Iteration 21Q: 3 clusters Score -428733.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -428738.125000 Penalty: 2955.669678
	Iteration 22Q: 3 clusters Score -428738.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -428742.062500 Penalty: 2955.669678
	Iteration 23Q: 3 clusters Score -428742.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -428745.406250 Penalty: 2955.669678
	Iteration 24Q: 3 clusters Score -428745.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -428746.687500 Penalty: 2955.669678
	Iteration 25Q: 3 clusters Score -428746.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -428751.687500 Penalty: 2955.669678
	Iteration 26Q: 3 clusters Score -428751.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -428758.218750 Penalty: 2955.669678
	Iteration 27Q: 3 clusters Score -428758.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -428759.156250 Penalty: 2955.669678
	Iteration 28Q: 3 clusters Score -428759.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -428760.281250 Penalty: 2955.669678
	Iteration 29Q: 3 clusters Score -428760.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -428763.187500 Penalty: 2955.669678
	Iteration 30Q: 3 clusters Score -428763.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -428764.906250 Penalty: 2955.669678
	Iteration 31Q: 3 clusters Score -428764.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -428766.500000 Penalty: 2955.669678
	Iteration 32Q: 3 clusters Score -428766.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -428767.406250 Penalty: 2955.669678
	Iteration 33Q: 3 clusters Score -428767.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -428769.062500 Penalty: 2955.669678
	Iteration 34Q: 3 clusters Score -428769.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -428770.968750 Penalty: 2955.669678
	Iteration 35Q: 3 clusters Score -428771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -428771.906250 Penalty: 2955.669678
	Iteration 36Q: 3 clusters Score -428771.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -428771.687500 Penalty: 2955.669678
	Iteration 37Q: 3 clusters Score -428771.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -428771.781250 Penalty: 2955.669678
	Iteration 38Q: 3 clusters Score -428771.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -428771.781250 Penalty: 2955.669678
	Iteration 39F: 3 clusters Score -428771.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Entering Unmasked Estep 
Score: -826553.000000 Penalty: 1564.848999
	Iteration 0F: 2 clusters Score -826553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -816077.375000 Penalty: 3129.697998
	Iteration 0F: 3 clusters Score -816077.4 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -819603.125000 Penalty: 3129.697998
	Iteration 1F: 3 clusters Score -819603.1 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -819911.125000 Penalty: 3129.697998
	Iteration 2F: 3 clusters Score -819911.1 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -820165.625000 Penalty: 3129.697998
	Iteration 3Q: 3 clusters Score -820165.6 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -820392.250000 Penalty: 3129.697998
	Iteration 4Q: 3 clusters Score -820392.2 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -820603.562500 Penalty: 3129.697998
	Iteration 5Q: 3 clusters Score -820603.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -820832.000000 Penalty: 3129.697998
	Iteration 6Q: 3 clusters Score -820832 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -821104.312500 Penalty: 3129.697998
	Iteration 7Q: 3 clusters Score -821104.3 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -821447.062500 Penalty: 3129.697998
	Iteration 8Q: 3 clusters Score -821447.1 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -821888.750000 Penalty: 3129.697998
	Iteration 9F: 3 clusters Score -821888.8 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -822396.000000 Penalty: 3129.697998
	Iteration 10F: 3 clusters Score -822396 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -822941.625000 Penalty: 3129.697998
	Iteration 11F: 3 clusters Score -822941.6 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -823512.750000 Penalty: 3129.697998
	Iteration 12Q: 3 clusters Score -823512.8 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -824033.875000 Penalty: 3129.697998
	Iteration 13Q: 3 clusters Score -824033.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -824433.187500 Penalty: 3129.697998
	Iteration 14Q: 3 clusters Score -824433.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -824686.937500 Penalty: 3129.697998
	Iteration 15Q: 3 clusters Score -824686.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -824851.375000 Penalty: 3129.697998
	Iteration 16Q: 3 clusters Score -824851.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -824968.125000 Penalty: 3129.697998
	Iteration 17Q: 3 clusters Score -824968.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -825053.062500 Penalty: 3129.697998
	Iteration 18Q: 3 clusters Score -825053.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -825109.562500 Penalty: 3129.697998
	Iteration 19Q: 3 clusters Score -825109.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -825137.250000 Penalty: 3129.697998
	Iteration 20F: 3 clusters Score -825137.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -825170.875000 Penalty: 3129.697998
	Iteration 21Q: 3 clusters Score -825170.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -825197.437500 Penalty: 3129.697998
	Iteration 22Q: 3 clusters Score -825197.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -825213.812500 Penalty: 3129.697998
	Iteration 23Q: 3 clusters Score -825213.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -825226.250000 Penalty: 3129.697998
	Iteration 24Q: 3 clusters Score -825226.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -825234.562500 Penalty: 3129.697998
	Iteration 25Q: 3 clusters Score -825234.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -825240.875000 Penalty: 3129.697998
	Iteration 26Q: 3 clusters Score -825240.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -825245.062500 Penalty: 3129.697998
	Iteration 27Q: 3 clusters Score -825245.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -825253.687500 Penalty: 3129.697998
	Iteration 28Q: 3 clusters Score -825253.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -825260.875000 Penalty: 3129.697998
	Iteration 29Q: 3 clusters Score -825260.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -825264.500000 Penalty: 3129.697998
	Iteration 30Q: 3 clusters Score -825264.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -825267.750000 Penalty: 3129.697998
	Iteration 31Q: 3 clusters Score -825267.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -825271.250000 Penalty: 3129.697998
	Iteration 32Q: 3 clusters Score -825271.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -825274.062500 Penalty: 3129.697998
	Iteration 33Q: 3 clusters Score -825274.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -825275.625000 Penalty: 3129.697998
	Iteration 34Q: 3 clusters Score -825275.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -825276.812500 Penalty: 3129.697998
	Iteration 35Q: 3 clusters Score -825276.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -825277.062500 Penalty: 3129.697998
	Iteration 36Q: 3 clusters Score -825277.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -825277.625000 Penalty: 3129.697998
	Iteration 37Q: 3 clusters Score -825277.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -825277.625000 Penalty: 3129.697998
	Iteration 38F: 3 clusters Score -825277.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Entering Unmasked Estep 
Score: -450547.468750 Penalty: 1492.849243
	Iteration 0F: 2 clusters Score -450547.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -443483.062500 Penalty: 2985.698486
	Iteration 0F: 3 clusters Score -443483.1 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -445930.781250 Penalty: 2985.698486
	Iteration 1F: 3 clusters Score -445930.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -446219.875000 Penalty: 2985.698486
	Iteration 2F: 3 clusters Score -446219.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -446468.875000 Penalty: 2985.698486
	Iteration 3F: 3 clusters Score -446468.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -446675.812500 Penalty: 2985.698486
	Iteration 4Q: 3 clusters Score -446675.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -446842.750000 Penalty: 2985.698486
	Iteration 5Q: 3 clusters Score -446842.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -446983.937500 Penalty: 2985.698486
	Iteration 6Q: 3 clusters Score -446983.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -447121.250000 Penalty: 2985.698486
	Iteration 7Q: 3 clusters Score -447121.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -447250.718750 Penalty: 2985.698486
	Iteration 8Q: 3 clusters Score -447250.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -447368.812500 Penalty: 2985.698486
	Iteration 9Q: 3 clusters Score -447368.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -447471.406250 Penalty: 2985.698486
	Iteration 10Q: 3 clusters Score -447471.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -447578.656250 Penalty: 2985.698486
	Iteration 11Q: 3 clusters Score -447578.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -447714.468750 Penalty: 2985.698486
	Iteration 12Q: 3 clusters Score -447714.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -447867.687500 Penalty: 2985.698486
	Iteration 13Q: 3 clusters Score -447867.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -448017.093750 Penalty: 2985.698486
	Iteration 14Q: 3 clusters Score -448017.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -448183.437500 Penalty: 2985.698486
	Iteration 15Q: 3 clusters Score -448183.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -448361.437500 Penalty: 2985.698486
	Iteration 16Q: 3 clusters Score -448361.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -448507.937500 Penalty: 2985.698486
	Iteration 17Q: 3 clusters Score -448507.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -448590.468750 Penalty: 2985.698486
	Iteration 18Q: 3 clusters Score -448590.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -448646.000000 Penalty: 2985.698486
	Iteration 19Q: 3 clusters Score -448646 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -448699.375000 Penalty: 2985.698486
	Iteration 20F: 3 clusters Score -448699.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -448743.125000 Penalty: 2985.698486
	Iteration 21Q: 3 clusters Score -448743.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -448775.937500 Penalty: 2985.698486
	Iteration 22Q: 3 clusters Score -448775.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -448808.593750 Penalty: 2985.698486
	Iteration 23Q: 3 clusters Score -448808.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -448840.406250 Penalty: 2985.698486
	Iteration 24Q: 3 clusters Score -448840.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -448865.625000 Penalty: 2985.698486
	Iteration 25Q: 3 clusters Score -448865.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -448901.781250 Penalty: 2985.698486
	Iteration 26Q: 3 clusters Score -448901.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -448928.187500 Penalty: 2985.698486
	Iteration 27Q: 3 clusters Score -448928.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -448949.468750 Penalty: 2985.698486
	Iteration 28Q: 3 clusters Score -448949.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -448979.031250 Penalty: 2985.698486
	Iteration 29Q: 3 clusters Score -448979 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -449012.875000 Penalty: 2985.698486
	Iteration 30Q: 3 clusters Score -449012.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -449047.062500 Penalty: 2985.698486
	Iteration 31Q: 3 clusters Score -449047.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -449074.000000 Penalty: 2985.698486
	Iteration 32Q: 3 clusters Score -449074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -449090.406250 Penalty: 2985.698486
	Iteration 33Q: 3 clusters Score -449090.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -449102.500000 Penalty: 2985.698486
	Iteration 34Q: 3 clusters Score -449102.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -449113.031250 Penalty: 2985.698486
	Iteration 35Q: 3 clusters Score -449113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -449122.031250 Penalty: 2985.698486
	Iteration 36Q: 3 clusters Score -449122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -449130.218750 Penalty: 2985.698486
	Iteration 37Q: 3 clusters Score -449130.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -449135.406250 Penalty: 2985.698486
	Iteration 38Q: 3 clusters Score -449135.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -449139.875000 Penalty: 2985.698486
	Iteration 39Q: 3 clusters Score -449139.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -449145.437500 Penalty: 2985.698486
	Iteration 40F: 3 clusters Score -449145.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -449150.406250 Penalty: 2985.698486
	Iteration 41Q: 3 clusters Score -449150.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -449157.937500 Penalty: 2985.698486
	Iteration 42Q: 3 clusters Score -449157.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -449164.156250 Penalty: 2985.698486
	Iteration 43Q: 3 clusters Score -449164.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -449170.250000 Penalty: 2985.698486
	Iteration 44Q: 3 clusters Score -449170.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -449176.031250 Penalty: 2985.698486
	Iteration 45Q: 3 clusters Score -449176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -449179.781250 Penalty: 2985.698486
	Iteration 46Q: 3 clusters Score -449179.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -449182.718750 Penalty: 2985.698486
	Iteration 47Q: 3 clusters Score -449182.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -449186.218750 Penalty: 2985.698486
	Iteration 48Q: 3 clusters Score -449186.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -449189.531250 Penalty: 2985.698486
	Iteration 49Q: 3 clusters Score -449189.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -449195.843750 Penalty: 2985.698486
	Iteration 50Q: 3 clusters Score -449195.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -449199.218750 Penalty: 2985.698486
	Iteration 51Q: 3 clusters Score -449199.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -449199.718750 Penalty: 2985.698486
	Iteration 52Q: 3 clusters Score -449199.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -449201.781250 Penalty: 2985.698486
	Iteration 53Q: 3 clusters Score -449201.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -449202.968750 Penalty: 2985.698486
	Iteration 54Q: 3 clusters Score -449203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -449207.218750 Penalty: 2985.698486
	Iteration 55Q: 3 clusters Score -449207.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -449211.687500 Penalty: 2985.698486
	Iteration 56Q: 3 clusters Score -449211.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -449215.093750 Penalty: 2985.698486
	Iteration 57Q: 3 clusters Score -449215.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -449216.281250 Penalty: 2985.698486
	Iteration 58Q: 3 clusters Score -449216.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -449218.093750 Penalty: 2985.698486
	Iteration 59Q: 3 clusters Score -449218.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -449219.312500 Penalty: 2985.698486
	Iteration 60F: 3 clusters Score -449219.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -449219.218750 Penalty: 2985.698486
	Iteration 61Q: 3 clusters Score -449219.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -449220.343750 Penalty: 2985.698486
	Iteration 62Q: 3 clusters Score -449220.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -449219.937500 Penalty: 2985.698486
	Iteration 63Q: 3 clusters Score -449219.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -449219.937500 Penalty: 2985.698486
	Iteration 64F: 3 clusters Score -449219.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Entering Unmasked Estep 
Score: -156787.562500 Penalty: 1311.522217
	Iteration 0F: 2 clusters Score -156787.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -153954.484375 Penalty: 2623.044434
	Iteration 0F: 3 clusters Score -153954.5 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -154661.015625 Penalty: 2623.044434
	Iteration 1F: 3 clusters Score -154661 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -154869.062500 Penalty: 2623.044434
	Iteration 2F: 3 clusters Score -154869.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -155014.984375 Penalty: 2623.044434
	Iteration 3F: 3 clusters Score -155015 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -155125.796875 Penalty: 2623.044434
	Iteration 4F: 3 clusters Score -155125.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -155211.203125 Penalty: 2623.044434
	Iteration 5Q: 3 clusters Score -155211.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -155294.484375 Penalty: 2623.044434
	Iteration 6Q: 3 clusters Score -155294.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -155367.578125 Penalty: 2623.044434
	Iteration 7Q: 3 clusters Score -155367.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -155430.234375 Penalty: 2623.044434
	Iteration 8Q: 3 clusters Score -155430.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -155483.281250 Penalty: 2623.044434
	Iteration 9Q: 3 clusters Score -155483.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -155545.625000 Penalty: 2623.044434
	Iteration 10Q: 3 clusters Score -155545.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -155604.843750 Penalty: 2623.044434
	Iteration 11Q: 3 clusters Score -155604.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -155647.187500 Penalty: 2623.044434
	Iteration 12Q: 3 clusters Score -155647.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -155683.031250 Penalty: 2623.044434
	Iteration 13Q: 3 clusters Score -155683 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -155718.687500 Penalty: 2623.044434
	Iteration 14Q: 3 clusters Score -155718.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -155741.140625 Penalty: 2623.044434
	Iteration 15Q: 3 clusters Score -155741.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -155760.437500 Penalty: 2623.044434
	Iteration 16Q: 3 clusters Score -155760.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -155772.968750 Penalty: 2623.044434
	Iteration 17Q: 3 clusters Score -155773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -155782.656250 Penalty: 2623.044434
	Iteration 18Q: 3 clusters Score -155782.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -155787.375000 Penalty: 2623.044434
	Iteration 19Q: 3 clusters Score -155787.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -155790.953125 Penalty: 2623.044434
	Iteration 20F: 3 clusters Score -155791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -155791.687500 Penalty: 2623.044434
	Iteration 21Q: 3 clusters Score -155791.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -155792.343750 Penalty: 2623.044434
	Iteration 22Q: 3 clusters Score -155792.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -155792.875000 Penalty: 2623.044434
	Iteration 23Q: 3 clusters Score -155792.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -155793.281250 Penalty: 2623.044434
	Iteration 24Q: 3 clusters Score -155793.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -155793.281250 Penalty: 2623.044434
	Iteration 25F: 3 clusters Score -155793.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Entering Unmasked Estep 
Score: -252533.921875 Penalty: 1373.504395
	Iteration 0F: 2 clusters Score -252533.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -248764.156250 Penalty: 2747.008789
	Iteration 0F: 3 clusters Score -248764.2 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -249754.500000 Penalty: 2747.008789
	Iteration 1F: 3 clusters Score -249754.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -249894.953125 Penalty: 2747.008789
	Iteration 2F: 3 clusters Score -249895 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -249991.078125 Penalty: 2747.008789
	Iteration 3Q: 3 clusters Score -249991.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -250059.265625 Penalty: 2747.008789
	Iteration 4Q: 3 clusters Score -250059.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -250125.765625 Penalty: 2747.008789
	Iteration 5Q: 3 clusters Score -250125.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -250188.671875 Penalty: 2747.008789
	Iteration 6Q: 3 clusters Score -250188.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -250241.546875 Penalty: 2747.008789
	Iteration 7Q: 3 clusters Score -250241.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -250297.359375 Penalty: 2747.008789
	Iteration 8Q: 3 clusters Score -250297.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -250362.484375 Penalty: 2747.008789
	Iteration 9Q: 3 clusters Score -250362.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -250428.078125 Penalty: 2747.008789
	Iteration 10Q: 3 clusters Score -250428.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -250508.218750 Penalty: 2747.008789
	Iteration 11Q: 3 clusters Score -250508.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -250598.953125 Penalty: 2747.008789
	Iteration 12Q: 3 clusters Score -250599 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -250709.390625 Penalty: 2747.008789
	Iteration 13Q: 3 clusters Score -250709.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -250809.687500 Penalty: 2747.008789
	Iteration 14Q: 3 clusters Score -250809.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -250913.937500 Penalty: 2747.008789
	Iteration 15Q: 3 clusters Score -250913.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -251009.765625 Penalty: 2747.008789
	Iteration 16Q: 3 clusters Score -251009.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -251090.578125 Penalty: 2747.008789
	Iteration 17Q: 3 clusters Score -251090.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -251153.984375 Penalty: 2747.008789
	Iteration 18Q: 3 clusters Score -251154 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -251206.281250 Penalty: 2747.008789
	Iteration 19Q: 3 clusters Score -251206.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -251245.296875 Penalty: 2747.008789
	Iteration 20F: 3 clusters Score -251245.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -251271.953125 Penalty: 2747.008789
	Iteration 21Q: 3 clusters Score -251272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -251294.437500 Penalty: 2747.008789
	Iteration 22Q: 3 clusters Score -251294.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -251317.250000 Penalty: 2747.008789
	Iteration 23Q: 3 clusters Score -251317.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -251344.265625 Penalty: 2747.008789
	Iteration 24Q: 3 clusters Score -251344.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -251367.593750 Penalty: 2747.008789
	Iteration 25Q: 3 clusters Score -251367.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -251391.171875 Penalty: 2747.008789
	Iteration 26Q: 3 clusters Score -251391.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -251411.500000 Penalty: 2747.008789
	Iteration 27Q: 3 clusters Score -251411.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -251425.125000 Penalty: 2747.008789
	Iteration 28Q: 3 clusters Score -251425.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -251432.390625 Penalty: 2747.008789
	Iteration 29Q: 3 clusters Score -251432.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -251438.140625 Penalty: 2747.008789
	Iteration 30Q: 3 clusters Score -251438.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -251442.125000 Penalty: 2747.008789
	Iteration 31Q: 3 clusters Score -251442.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -251445.015625 Penalty: 2747.008789
	Iteration 32Q: 3 clusters Score -251445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -251444.968750 Penalty: 2747.008789
	Iteration 33Q: 3 clusters Score -251445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -251446.796875 Penalty: 2747.008789
	Iteration 34Q: 3 clusters Score -251446.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -251446.796875 Penalty: 2747.008789
	Iteration 35F: 3 clusters Score -251446.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Entering Unmasked Estep 
Score: -299614.937500 Penalty: 1434.582764
	Iteration 0F: 2 clusters Score -299614.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -294444.937500 Penalty: 2869.165527
	Iteration 0F: 3 clusters Score -294444.9 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -296031.156250 Penalty: 2869.165527
	Iteration 1F: 3 clusters Score -296031.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -296273.718750 Penalty: 2869.165527
	Iteration 2F: 3 clusters Score -296273.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -296423.687500 Penalty: 2869.165527
	Iteration 3F: 3 clusters Score -296423.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -296538.437500 Penalty: 2869.165527
	Iteration 4Q: 3 clusters Score -296538.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -296653.531250 Penalty: 2869.165527
	Iteration 5Q: 3 clusters Score -296653.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -296773.906250 Penalty: 2869.165527
	Iteration 6Q: 3 clusters Score -296773.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -296909.593750 Penalty: 2869.165527
	Iteration 7Q: 3 clusters Score -296909.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -297041.375000 Penalty: 2869.165527
	Iteration 8Q: 3 clusters Score -297041.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -297177.593750 Penalty: 2869.165527
	Iteration 9Q: 3 clusters Score -297177.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -297306.468750 Penalty: 2869.165527
	Iteration 10Q: 3 clusters Score -297306.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -297447.187500 Penalty: 2869.165527
	Iteration 11Q: 3 clusters Score -297447.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -297579.562500 Penalty: 2869.165527
	Iteration 12Q: 3 clusters Score -297579.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -297703.937500 Penalty: 2869.165527
	Iteration 13Q: 3 clusters Score -297703.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -297776.437500 Penalty: 2869.165527
	Iteration 14Q: 3 clusters Score -297776.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -297835.375000 Penalty: 2869.165527
	Iteration 15Q: 3 clusters Score -297835.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -297879.875000 Penalty: 2869.165527
	Iteration 16Q: 3 clusters Score -297879.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -297917.968750 Penalty: 2869.165527
	Iteration 17Q: 3 clusters Score -297918 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -297946.125000 Penalty: 2869.165527
	Iteration 18Q: 3 clusters Score -297946.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -297969.125000 Penalty: 2869.165527
	Iteration 19Q: 3 clusters Score -297969.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -297986.843750 Penalty: 2869.165527
	Iteration 20F: 3 clusters Score -297986.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -298002.187500 Penalty: 2869.165527
	Iteration 21Q: 3 clusters Score -298002.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -298016.406250 Penalty: 2869.165527
	Iteration 22Q: 3 clusters Score -298016.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -298029.531250 Penalty: 2869.165527
	Iteration 23Q: 3 clusters Score -298029.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -298041.093750 Penalty: 2869.165527
	Iteration 24Q: 3 clusters Score -298041.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -298057.406250 Penalty: 2869.165527
	Iteration 25Q: 3 clusters Score -298057.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -298071.625000 Penalty: 2869.165527
	Iteration 26Q: 3 clusters Score -298071.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -298086.312500 Penalty: 2869.165527
	Iteration 27Q: 3 clusters Score -298086.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -298096.750000 Penalty: 2869.165527
	Iteration 28Q: 3 clusters Score -298096.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -298107.250000 Penalty: 2869.165527
	Iteration 29Q: 3 clusters Score -298107.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -298116.937500 Penalty: 2869.165527
	Iteration 30Q: 3 clusters Score -298116.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -298127.250000 Penalty: 2869.165527
	Iteration 31Q: 3 clusters Score -298127.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -298136.812500 Penalty: 2869.165527
	Iteration 32Q: 3 clusters Score -298136.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -298146.906250 Penalty: 2869.165527
	Iteration 33Q: 3 clusters Score -298146.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -298153.750000 Penalty: 2869.165527
	Iteration 34Q: 3 clusters Score -298153.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -298161.718750 Penalty: 2869.165527
	Iteration 35Q: 3 clusters Score -298161.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -298167.406250 Penalty: 2869.165527
	Iteration 36Q: 3 clusters Score -298167.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -298174.625000 Penalty: 2869.165527
	Iteration 37Q: 3 clusters Score -298174.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -298183.343750 Penalty: 2869.165527
	Iteration 38Q: 3 clusters Score -298183.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -298189.281250 Penalty: 2869.165527
	Iteration 39Q: 3 clusters Score -298189.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -298193.843750 Penalty: 2869.165527
	Iteration 40F: 3 clusters Score -298193.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -298200.812500 Penalty: 2869.165527
	Iteration 41Q: 3 clusters Score -298200.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -298208.125000 Penalty: 2869.165527
	Iteration 42Q: 3 clusters Score -298208.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -298213.843750 Penalty: 2869.165527
	Iteration 43Q: 3 clusters Score -298213.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -298218.812500 Penalty: 2869.165527
	Iteration 44Q: 3 clusters Score -298218.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -298224.312500 Penalty: 2869.165527
	Iteration 45Q: 3 clusters Score -298224.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -298227.437500 Penalty: 2869.165527
	Iteration 46Q: 3 clusters Score -298227.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -298233.750000 Penalty: 2869.165527
	Iteration 47Q: 3 clusters Score -298233.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -298240.437500 Penalty: 2869.165527
	Iteration 48Q: 3 clusters Score -298240.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -298244.812500 Penalty: 2869.165527
	Iteration 49Q: 3 clusters Score -298244.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -298248.093750 Penalty: 2869.165527
	Iteration 50Q: 3 clusters Score -298248.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -298251.687500 Penalty: 2869.165527
	Iteration 51Q: 3 clusters Score -298251.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -298256.187500 Penalty: 2869.165527
	Iteration 52Q: 3 clusters Score -298256.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -298258.562500 Penalty: 2869.165527
	Iteration 53Q: 3 clusters Score -298258.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -298260.156250 Penalty: 2869.165527
	Iteration 54Q: 3 clusters Score -298260.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -298261.937500 Penalty: 2869.165527
	Iteration 55Q: 3 clusters Score -298261.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -298263.156250 Penalty: 2869.165527
	Iteration 56Q: 3 clusters Score -298263.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -298263.468750 Penalty: 2869.165527
	Iteration 57Q: 3 clusters Score -298263.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -298263.437500 Penalty: 2869.165527
	Iteration 58Q: 3 clusters Score -298263.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -298264.000000 Penalty: 2869.165527
	Iteration 59Q: 3 clusters Score -298264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -298264.562500 Penalty: 2869.165527
	Iteration 60F: 3 clusters Score -298264.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -298265.687500 Penalty: 2869.165527
	Iteration 61Q: 3 clusters Score -298265.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -298266.968750 Penalty: 2869.165527
	Iteration 62Q: 3 clusters Score -298267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -298268.031250 Penalty: 2869.165527
	Iteration 63Q: 3 clusters Score -298268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -298269.468750 Penalty: 2869.165527
	Iteration 64Q: 3 clusters Score -298269.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -298271.500000 Penalty: 2869.165527
	Iteration 65Q: 3 clusters Score -298271.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -298273.875000 Penalty: 2869.165527
	Iteration 66Q: 3 clusters Score -298273.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -298275.562500 Penalty: 2869.165527
	Iteration 67Q: 3 clusters Score -298275.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -298277.843750 Penalty: 2869.165527
	Iteration 68Q: 3 clusters Score -298277.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -298280.000000 Penalty: 2869.165527
	Iteration 69Q: 3 clusters Score -298280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -298282.062500 Penalty: 2869.165527
	Iteration 70Q: 3 clusters Score -298282.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -298285.625000 Penalty: 2869.165527
	Iteration 71Q: 3 clusters Score -298285.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -298287.562500 Penalty: 2869.165527
	Iteration 72Q: 3 clusters Score -298287.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -298288.718750 Penalty: 2869.165527
	Iteration 73Q: 3 clusters Score -298288.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -298290.781250 Penalty: 2869.165527
	Iteration 74Q: 3 clusters Score -298290.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -298291.468750 Penalty: 2869.165527
	Iteration 75Q: 3 clusters Score -298291.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -298291.468750 Penalty: 2869.165527
	Iteration 76F: 3 clusters Score -298291.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (78861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78861 members 
Entering Unmasked Estep 
Score: -4222483.500000 Penalty: 1832.259399
	Iteration 0F: 2 clusters Score -4222484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -4169816.000000 Penalty: 3664.518799
	Iteration 0F: 3 clusters Score -4169816 nChanged 37622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -4191322.000000 Penalty: 3664.518799
	Iteration 1F: 3 clusters Score -4191322 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -4191924.750000 Penalty: 3664.518799
	Iteration 2Q: 3 clusters Score -4191925 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -4192556.000000 Penalty: 3664.518799
	Iteration 3Q: 3 clusters Score -4192556 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -4193233.250000 Penalty: 3664.518799
	Iteration 4Q: 3 clusters Score -4193233 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -4194121.500000 Penalty: 3664.518799
	Iteration 5Q: 3 clusters Score -4194122 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -4195291.000000 Penalty: 3664.518799
	Iteration 6Q: 3 clusters Score -4195291 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -4196949.000000 Penalty: 3664.518799
	Iteration 7Q: 3 clusters Score -4196949 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -4199206.000000 Penalty: 3664.518799
	Iteration 8Q: 3 clusters Score -4199206 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 49706 members 
Entering Unmasked Estep 
Score: -4202118.500000 Penalty: 3664.518799
	Iteration 9F: 3 clusters Score -4202118 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 51929 members 
Entering Unmasked Estep 
Score: -4205031.000000 Penalty: 3664.518799
	Iteration 10F: 3 clusters Score -4205031 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -4207271.500000 Penalty: 3664.518799
	Iteration 11Q: 3 clusters Score -4207272 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 55286 members 
Entering Unmasked Estep 
Score: -4208748.000000 Penalty: 3664.518799
	Iteration 12Q: 3 clusters Score -4208748 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 56631 members 
Entering Unmasked Estep 
Score: -4209625.000000 Penalty: 3664.518799
	Iteration 13Q: 3 clusters Score -4209625 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 57940 members 
Entering Unmasked Estep 
Score: -4210269.500000 Penalty: 3664.518799
	Iteration 14Q: 3 clusters Score -4210270 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -4210782.000000 Penalty: 3664.518799
	Iteration 15Q: 3 clusters Score -4210782 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 60576 members 
Entering Unmasked Estep 
Score: -4211290.500000 Penalty: 3664.518799
	Iteration 16Q: 3 clusters Score -4211290 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 61997 members 
Entering Unmasked Estep 
Score: -4211861.500000 Penalty: 3664.518799
	Iteration 17Q: 3 clusters Score -4211862 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 63449 members 
Entering Unmasked Estep 
Score: -4212450.000000 Penalty: 3664.518799
	Iteration 18Q: 3 clusters Score -4212450 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 64985 members 
Entering Unmasked Estep 
Score: -4213104.500000 Penalty: 3664.518799
	Iteration 19Q: 3 clusters Score -4213104 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 66573 members 
Entering Unmasked Estep 
Score: -4213892.000000 Penalty: 3664.518799
	Iteration 20F: 3 clusters Score -4213892 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 68154 members 
Entering Unmasked Estep 
Score: -4214725.500000 Penalty: 3664.518799
	Iteration 21Q: 3 clusters Score -4214726 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
Score: -4215521.000000 Penalty: 3664.518799
	Iteration 22Q: 3 clusters Score -4215521 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 71227 members 
Entering Unmasked Estep 
Score: -4216390.000000 Penalty: 3664.518799
	Iteration 23Q: 3 clusters Score -4216390 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 72659 members 
Entering Unmasked Estep 
Score: -4217290.000000 Penalty: 3664.518799
	Iteration 24Q: 3 clusters Score -4217290 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 73968 members 
Entering Unmasked Estep 
Score: -4218141.500000 Penalty: 3664.518799
	Iteration 25Q: 3 clusters Score -4218142 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 75131 members 
Entering Unmasked Estep 
Score: -4218867.000000 Penalty: 3664.518799
	Iteration 26Q: 3 clusters Score -4218867 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 76065 members 
Entering Unmasked Estep 
Score: -4219490.500000 Penalty: 3664.518799
	Iteration 27Q: 3 clusters Score -4219490 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 76735 members 
Entering Unmasked Estep 
Score: -4219938.000000 Penalty: 3664.518799
	Iteration 28Q: 3 clusters Score -4219938 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 77226 members 
Entering Unmasked Estep 
Score: -4220250.500000 Penalty: 3664.518799
	Iteration 29Q: 3 clusters Score -4220250 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 77582 members 
Entering Unmasked Estep 
Score: -4220473.000000 Penalty: 3664.518799
	Iteration 30Q: 3 clusters Score -4220473 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 77826 members 
Entering Unmasked Estep 
Score: -4220620.500000 Penalty: 3664.518799
	Iteration 31Q: 3 clusters Score -4220620 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 77984 members 
Entering Unmasked Estep 
Score: -4220722.500000 Penalty: 3664.518799
	Iteration 32Q: 3 clusters Score -4220722 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 78079 members 
Entering Unmasked Estep 
Score: -4220790.500000 Penalty: 3664.518799
	Iteration 33Q: 3 clusters Score -4220790 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 78152 members 
Entering Unmasked Estep 
Score: -4220841.500000 Penalty: 3664.518799
	Iteration 34Q: 3 clusters Score -4220842 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 78213 members 
Entering Unmasked Estep 
Score: -4220885.500000 Penalty: 3664.518799
	Iteration 35Q: 3 clusters Score -4220886 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 78257 members 
Entering Unmasked Estep 
Score: -4220910.500000 Penalty: 3664.518799
	Iteration 36Q: 3 clusters Score -4220910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 78288 members 
Entering Unmasked Estep 
Score: -4220928.000000 Penalty: 3664.518799
	Iteration 37Q: 3 clusters Score -4220928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 78308 members 
Entering Unmasked Estep 
Score: -4220936.000000 Penalty: 3664.518799
	Iteration 38Q: 3 clusters Score -4220936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 78320 members 
Entering Unmasked Estep 
Score: -4220942.500000 Penalty: 3664.518799
	Iteration 39Q: 3 clusters Score -4220942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 78328 members 
Entering Unmasked Estep 
Score: -4220948.500000 Penalty: 3664.518799
	Iteration 40F: 3 clusters Score -4220948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 78330 members 
Entering Unmasked Estep 
Score: -4220945.000000 Penalty: 3664.518799
	Iteration 41Q: 3 clusters Score -4220945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 78331 members 
Entering Unmasked Estep 
Score: -4220946.000000 Penalty: 3664.518799
	Iteration 42Q: 3 clusters Score -4220946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 78334 members 
Entering Unmasked Estep 
Score: -4220946.500000 Penalty: 3664.518799
	Iteration 43Q: 3 clusters Score -4220946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 78335 members 
Entering Unmasked Estep 
Score: -4220945.000000 Penalty: 3664.518799
	Iteration 44Q: 3 clusters Score -4220945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 78335 members 
Entering Unmasked Estep 
Score: -4220945.000000 Penalty: 3664.518799
	Iteration 45F: 3 clusters Score -4220945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Entering Unmasked Estep 
Score: -162728.781250 Penalty: 1310.605713
	Iteration 0F: 2 clusters Score -162728.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -159918.765625 Penalty: 2621.211426
	Iteration 0F: 3 clusters Score -159918.8 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -160614.156250 Penalty: 2621.211426
	Iteration 1F: 3 clusters Score -160614.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -160786.906250 Penalty: 2621.211426
	Iteration 2F: 3 clusters Score -160786.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -160922.828125 Penalty: 2621.211426
	Iteration 3F: 3 clusters Score -160922.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -161066.593750 Penalty: 2621.211426
	Iteration 4F: 3 clusters Score -161066.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -161203.765625 Penalty: 2621.211426
	Iteration 5F: 3 clusters Score -161203.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -161321.578125 Penalty: 2621.211426
	Iteration 6Q: 3 clusters Score -161321.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -161409.515625 Penalty: 2621.211426
	Iteration 7Q: 3 clusters Score -161409.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -161498.906250 Penalty: 2621.211426
	Iteration 8Q: 3 clusters Score -161498.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -161569.468750 Penalty: 2621.211426
	Iteration 9Q: 3 clusters Score -161569.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -161618.890625 Penalty: 2621.211426
	Iteration 10Q: 3 clusters Score -161618.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -161661.328125 Penalty: 2621.211426
	Iteration 11Q: 3 clusters Score -161661.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -161688.296875 Penalty: 2621.211426
	Iteration 12Q: 3 clusters Score -161688.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -161716.234375 Penalty: 2621.211426
	Iteration 13Q: 3 clusters Score -161716.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -161737.703125 Penalty: 2621.211426
	Iteration 14Q: 3 clusters Score -161737.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -161754.890625 Penalty: 2621.211426
	Iteration 15Q: 3 clusters Score -161754.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -161769.906250 Penalty: 2621.211426
	Iteration 16Q: 3 clusters Score -161769.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -161777.421875 Penalty: 2621.211426
	Iteration 17Q: 3 clusters Score -161777.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -161781.734375 Penalty: 2621.211426
	Iteration 18Q: 3 clusters Score -161781.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -161785.468750 Penalty: 2621.211426
	Iteration 19Q: 3 clusters Score -161785.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -161786.984375 Penalty: 2621.211426
	Iteration 20F: 3 clusters Score -161787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -161788.609375 Penalty: 2621.211426
	Iteration 21Q: 3 clusters Score -161788.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -161791.093750 Penalty: 2621.211426
	Iteration 22Q: 3 clusters Score -161791.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -161793.781250 Penalty: 2621.211426
	Iteration 23Q: 3 clusters Score -161793.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -161796.187500 Penalty: 2621.211426
	Iteration 24Q: 3 clusters Score -161796.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -161799.937500 Penalty: 2621.211426
	Iteration 25Q: 3 clusters Score -161799.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -161801.687500 Penalty: 2621.211426
	Iteration 26Q: 3 clusters Score -161801.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -161802.687500 Penalty: 2621.211426
	Iteration 27Q: 3 clusters Score -161802.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -161804.187500 Penalty: 2621.211426
	Iteration 28Q: 3 clusters Score -161804.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -161805.859375 Penalty: 2621.211426
	Iteration 29Q: 3 clusters Score -161805.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -161806.875000 Penalty: 2621.211426
	Iteration 30Q: 3 clusters Score -161806.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -161810.109375 Penalty: 2621.211426
	Iteration 31Q: 3 clusters Score -161810.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -161815.312500 Penalty: 2621.211426
	Iteration 32Q: 3 clusters Score -161815.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -161821.125000 Penalty: 2621.211426
	Iteration 33Q: 3 clusters Score -161821.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -161822.937500 Penalty: 2621.211426
	Iteration 34Q: 3 clusters Score -161822.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -161824.296875 Penalty: 2621.211426
	Iteration 35Q: 3 clusters Score -161824.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -161825.906250 Penalty: 2621.211426
	Iteration 36Q: 3 clusters Score -161825.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -161827.265625 Penalty: 2621.211426
	Iteration 37Q: 3 clusters Score -161827.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -161827.750000 Penalty: 2621.211426
	Iteration 38Q: 3 clusters Score -161827.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -161829.109375 Penalty: 2621.211426
	Iteration 39Q: 3 clusters Score -161829.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -161829.515625 Penalty: 2621.211426
	Iteration 40F: 3 clusters Score -161829.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Entering Unmasked Estep 
Score: -408084.125000 Penalty: 1459.645752
	Iteration 0F: 2 clusters Score -408084.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -402251.593750 Penalty: 2919.291504
	Iteration 0F: 3 clusters Score -402251.6 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -404137.000000 Penalty: 2919.291504
	Iteration 1F: 3 clusters Score -404137 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -404474.281250 Penalty: 2919.291504
	Iteration 2F: 3 clusters Score -404474.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -404751.312500 Penalty: 2919.291504
	Iteration 3F: 3 clusters Score -404751.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -405055.218750 Penalty: 2919.291504
	Iteration 4F: 3 clusters Score -405055.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -405442.250000 Penalty: 2919.291504
	Iteration 5F: 3 clusters Score -405442.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -405862.968750 Penalty: 2919.291504
	Iteration 6F: 3 clusters Score -405863 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -406236.125000 Penalty: 2919.291504
	Iteration 7F: 3 clusters Score -406236.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -406524.437500 Penalty: 2919.291504
	Iteration 8Q: 3 clusters Score -406524.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -406743.093750 Penalty: 2919.291504
	Iteration 9Q: 3 clusters Score -406743.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -406878.687500 Penalty: 2919.291504
	Iteration 10Q: 3 clusters Score -406878.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -406961.281250 Penalty: 2919.291504
	Iteration 11Q: 3 clusters Score -406961.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -407021.093750 Penalty: 2919.291504
	Iteration 12Q: 3 clusters Score -407021.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -407059.812500 Penalty: 2919.291504
	Iteration 13Q: 3 clusters Score -407059.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -407094.781250 Penalty: 2919.291504
	Iteration 14Q: 3 clusters Score -407094.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -407126.875000 Penalty: 2919.291504
	Iteration 15Q: 3 clusters Score -407126.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -407144.593750 Penalty: 2919.291504
	Iteration 16Q: 3 clusters Score -407144.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -407160.812500 Penalty: 2919.291504
	Iteration 17Q: 3 clusters Score -407160.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -407171.906250 Penalty: 2919.291504
	Iteration 18Q: 3 clusters Score -407171.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -407177.250000 Penalty: 2919.291504
	Iteration 19Q: 3 clusters Score -407177.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -407180.187500 Penalty: 2919.291504
	Iteration 20F: 3 clusters Score -407180.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -407183.156250 Penalty: 2919.291504
	Iteration 21Q: 3 clusters Score -407183.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -407186.125000 Penalty: 2919.291504
	Iteration 22Q: 3 clusters Score -407186.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -407190.343750 Penalty: 2919.291504
	Iteration 23Q: 3 clusters Score -407190.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -407193.406250 Penalty: 2919.291504
	Iteration 24Q: 3 clusters Score -407193.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -407194.375000 Penalty: 2919.291504
	Iteration 25Q: 3 clusters Score -407194.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -407195.906250 Penalty: 2919.291504
	Iteration 26Q: 3 clusters Score -407195.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -407197.968750 Penalty: 2919.291504
	Iteration 27Q: 3 clusters Score -407198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -407200.468750 Penalty: 2919.291504
	Iteration 28Q: 3 clusters Score -407200.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -407203.437500 Penalty: 2919.291504
	Iteration 29Q: 3 clusters Score -407203.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -407203.656250 Penalty: 2919.291504
	Iteration 30Q: 3 clusters Score -407203.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -407203.625000 Penalty: 2919.291504
	Iteration 31Q: 3 clusters Score -407203.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -407204.000000 Penalty: 2919.291504
	Iteration 32Q: 3 clusters Score -407204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -407205.156250 Penalty: 2919.291504
	Iteration 33Q: 3 clusters Score -407205.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -407206.718750 Penalty: 2919.291504
	Iteration 34Q: 3 clusters Score -407206.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -407207.875000 Penalty: 2919.291504
	Iteration 35Q: 3 clusters Score -407207.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -407209.781250 Penalty: 2919.291504
	Iteration 36Q: 3 clusters Score -407209.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -407211.375000 Penalty: 2919.291504
	Iteration 37Q: 3 clusters Score -407211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -407212.250000 Penalty: 2919.291504
	Iteration 38Q: 3 clusters Score -407212.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -407213.062500 Penalty: 2919.291504
	Iteration 39Q: 3 clusters Score -407213.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -407213.687500 Penalty: 2919.291504
	Iteration 40F: 3 clusters Score -407213.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -407213.750000 Penalty: 2919.291504
	Iteration 41Q: 3 clusters Score -407213.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -407213.750000 Penalty: 2919.291504
	Iteration 42F: 3 clusters Score -407213.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -49991.183594 Penalty: 1133.352783
	Iteration 0F: 2 clusters Score -49991.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -48480.800781 Penalty: 2266.705566
	Iteration 0F: 3 clusters Score -48480.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -48742.285156 Penalty: 2266.705566
	Iteration 1F: 3 clusters Score -48742.29 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -48828.777344 Penalty: 2266.705566
	Iteration 2F: 3 clusters Score -48828.78 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -48867.976562 Penalty: 2266.705566
	Iteration 3Q: 3 clusters Score -48867.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -48896.667969 Penalty: 2266.705566
	Iteration 4Q: 3 clusters Score -48896.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -48918.714844 Penalty: 2266.705566
	Iteration 5Q: 3 clusters Score -48918.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -48930.820312 Penalty: 2266.705566
	Iteration 6Q: 3 clusters Score -48930.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -48938.843750 Penalty: 2266.705566
	Iteration 7Q: 3 clusters Score -48938.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -48947.347656 Penalty: 2266.705566
	Iteration 8Q: 3 clusters Score -48947.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -48953.027344 Penalty: 2266.705566
	Iteration 9Q: 3 clusters Score -48953.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -48955.628906 Penalty: 2266.705566
	Iteration 10Q: 3 clusters Score -48955.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -48960.144531 Penalty: 2266.705566
	Iteration 11Q: 3 clusters Score -48960.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -48962.472656 Penalty: 2266.705566
	Iteration 12Q: 3 clusters Score -48962.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -48966.546875 Penalty: 2266.705566
	Iteration 13Q: 3 clusters Score -48966.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -48968.863281 Penalty: 2266.705566
	Iteration 14Q: 3 clusters Score -48968.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -48969.757812 Penalty: 2266.705566
	Iteration 15Q: 3 clusters Score -48969.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -48970.027344 Penalty: 2266.705566
	Iteration 16Q: 3 clusters Score -48970.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -48970.027344 Penalty: 2266.705566
	Iteration 17F: 3 clusters Score -48970.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (107862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107862 members 
Entering Unmasked Estep 
Score: -5798644.500000 Penalty: 1883.148804
	Iteration 0F: 2 clusters Score -5798644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -5726319.000000 Penalty: 3766.297607
	Iteration 0F: 3 clusters Score -5726319 nChanged 51923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53416 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -5757542.500000 Penalty: 3766.297607
	Iteration 1F: 3 clusters Score -5757542 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -5758858.000000 Penalty: 3766.297607
	Iteration 2Q: 3 clusters Score -5758858 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 55851 members 
Entering Unmasked Estep 
Score: -5760736.500000 Penalty: 3766.297607
	Iteration 3Q: 3 clusters Score -5760736 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50468 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -5763382.000000 Penalty: 3766.297607
	Iteration 4Q: 3 clusters Score -5763382 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48186 members 
Mstep: Class 2 contains 59676 members 
Entering Unmasked Estep 
Score: -5767390.500000 Penalty: 3766.297607
	Iteration 5F: 3 clusters Score -5767390 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 62554 members 
Entering Unmasked Estep 
Score: -5772453.500000 Penalty: 3766.297607
	Iteration 6F: 3 clusters Score -5772454 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 65423 members 
Entering Unmasked Estep 
Score: -5777583.500000 Penalty: 3766.297607
	Iteration 7F: 3 clusters Score -5777584 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 67910 members 
Entering Unmasked Estep 
Score: -5781438.500000 Penalty: 3766.297607
	Iteration 8F: 3 clusters Score -5781438 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 69885 members 
Entering Unmasked Estep 
Score: -5783315.000000 Penalty: 3766.297607
	Iteration 9Q: 3 clusters Score -5783315 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 71751 members 
Entering Unmasked Estep 
Score: -5784278.000000 Penalty: 3766.297607
	Iteration 10Q: 3 clusters Score -5784278 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 73621 members 
Entering Unmasked Estep 
Score: -5784965.500000 Penalty: 3766.297607
	Iteration 11Q: 3 clusters Score -5784966 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 75456 members 
Entering Unmasked Estep 
Score: -5785629.500000 Penalty: 3766.297607
	Iteration 12Q: 3 clusters Score -5785630 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 77367 members 
Entering Unmasked Estep 
Score: -5786253.000000 Penalty: 3766.297607
	Iteration 13Q: 3 clusters Score -5786253 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 79299 members 
Entering Unmasked Estep 
Score: -5786966.000000 Penalty: 3766.297607
	Iteration 14Q: 3 clusters Score -5786966 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 81284 members 
Entering Unmasked Estep 
Score: -5787715.500000 Penalty: 3766.297607
	Iteration 15Q: 3 clusters Score -5787716 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 83259 members 
Entering Unmasked Estep 
Score: -5788369.500000 Penalty: 3766.297607
	Iteration 16Q: 3 clusters Score -5788370 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 85176 members 
Entering Unmasked Estep 
Score: -5789070.000000 Penalty: 3766.297607
	Iteration 17Q: 3 clusters Score -5789070 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 87064 members 
Entering Unmasked Estep 
Score: -5789793.000000 Penalty: 3766.297607
	Iteration 18Q: 3 clusters Score -5789793 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 88908 members 
Entering Unmasked Estep 
Score: -5790553.000000 Penalty: 3766.297607
	Iteration 19Q: 3 clusters Score -5790553 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 90707 members 
Entering Unmasked Estep 
Score: -5791307.000000 Penalty: 3766.297607
	Iteration 20F: 3 clusters Score -5791307 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 92351 members 
Entering Unmasked Estep 
Score: -5791944.000000 Penalty: 3766.297607
	Iteration 21Q: 3 clusters Score -5791944 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 93879 members 
Entering Unmasked Estep 
Score: -5792570.500000 Penalty: 3766.297607
	Iteration 22Q: 3 clusters Score -5792570 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 95295 members 
Entering Unmasked Estep 
Score: -5793142.500000 Penalty: 3766.297607
	Iteration 23Q: 3 clusters Score -5793142 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 96563 members 
Entering Unmasked Estep 
Score: -5793691.000000 Penalty: 3766.297607
	Iteration 24Q: 3 clusters Score -5793691 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 97751 members 
Entering Unmasked Estep 
Score: -5794141.500000 Penalty: 3766.297607
	Iteration 25Q: 3 clusters Score -5794142 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 98815 members 
Entering Unmasked Estep 
Score: -5794589.000000 Penalty: 3766.297607
	Iteration 26Q: 3 clusters Score -5794589 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 99709 members 
Entering Unmasked Estep 
Score: -5794928.000000 Penalty: 3766.297607
	Iteration 27Q: 3 clusters Score -5794928 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 100493 members 
Entering Unmasked Estep 
Score: -5795228.500000 Penalty: 3766.297607
	Iteration 28Q: 3 clusters Score -5795228 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 101208 members 
Entering Unmasked Estep 
Score: -5795471.500000 Penalty: 3766.297607
	Iteration 29Q: 3 clusters Score -5795472 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 101865 members 
Entering Unmasked Estep 
Score: -5795717.500000 Penalty: 3766.297607
	Iteration 30Q: 3 clusters Score -5795718 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 102440 members 
Entering Unmasked Estep 
Score: -5795924.500000 Penalty: 3766.297607
	Iteration 31Q: 3 clusters Score -5795924 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 102946 members 
Entering Unmasked Estep 
Score: -5796125.500000 Penalty: 3766.297607
	Iteration 32Q: 3 clusters Score -5796126 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 103417 members 
Entering Unmasked Estep 
Score: -5796276.500000 Penalty: 3766.297607
	Iteration 33Q: 3 clusters Score -5796276 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 103827 members 
Entering Unmasked Estep 
Score: -5796425.000000 Penalty: 3766.297607
	Iteration 34Q: 3 clusters Score -5796425 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 104200 members 
Entering Unmasked Estep 
Score: -5796546.000000 Penalty: 3766.297607
	Iteration 35Q: 3 clusters Score -5796546 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 104523 members 
Entering Unmasked Estep 
Score: -5796659.500000 Penalty: 3766.297607
	Iteration 36Q: 3 clusters Score -5796660 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 104800 members 
Entering Unmasked Estep 
Score: -5796750.500000 Penalty: 3766.297607
	Iteration 37Q: 3 clusters Score -5796750 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 105045 members 
Entering Unmasked Estep 
Score: -5796807.000000 Penalty: 3766.297607
	Iteration 38Q: 3 clusters Score -5796807 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 105239 members 
Entering Unmasked Estep 
Score: -5796891.000000 Penalty: 3766.297607
	Iteration 39Q: 3 clusters Score -5796891 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 105408 members 
Entering Unmasked Estep 
Score: -5796937.500000 Penalty: 3766.297607
	Iteration 40F: 3 clusters Score -5796938 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 105534 members 
Entering Unmasked Estep 
Score: -5796979.500000 Penalty: 3766.297607
	Iteration 41Q: 3 clusters Score -5796980 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 105673 members 
Entering Unmasked Estep 
Score: -5797005.000000 Penalty: 3766.297607
	Iteration 42Q: 3 clusters Score -5797005 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 105795 members 
Entering Unmasked Estep 
Score: -5797045.500000 Penalty: 3766.297607
	Iteration 43Q: 3 clusters Score -5797046 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 105894 members 
Entering Unmasked Estep 
Score: -5797070.000000 Penalty: 3766.297607
	Iteration 44Q: 3 clusters Score -5797070 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 105983 members 
Entering Unmasked Estep 
Score: -5797098.500000 Penalty: 3766.297607
	Iteration 45Q: 3 clusters Score -5797098 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 106067 members 
Entering Unmasked Estep 
Score: -5797119.500000 Penalty: 3766.297607
	Iteration 46Q: 3 clusters Score -5797120 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 106136 members 
Entering Unmasked Estep 
Score: -5797133.000000 Penalty: 3766.297607
	Iteration 47Q: 3 clusters Score -5797133 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 106189 members 
Entering Unmasked Estep 
Score: -5797129.000000 Penalty: 3766.297607
	Iteration 48Q: 3 clusters Score -5797129 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 106232 members 
Entering Unmasked Estep 
Score: -5797152.000000 Penalty: 3766.297607
	Iteration 49Q: 3 clusters Score -5797152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 106267 members 
Entering Unmasked Estep 
Score: -5797159.000000 Penalty: 3766.297607
	Iteration 50Q: 3 clusters Score -5797159 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 106298 members 
Entering Unmasked Estep 
Score: -5797160.500000 Penalty: 3766.297607
	Iteration 51Q: 3 clusters Score -5797160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 106328 members 
Entering Unmasked Estep 
Score: -5797172.500000 Penalty: 3766.297607
	Iteration 52Q: 3 clusters Score -5797172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 106353 members 
Entering Unmasked Estep 
Score: -5797181.500000 Penalty: 3766.297607
	Iteration 53Q: 3 clusters Score -5797182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 106378 members 
Entering Unmasked Estep 
Score: -5797178.500000 Penalty: 3766.297607
	Iteration 54Q: 3 clusters Score -5797178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 106401 members 
Entering Unmasked Estep 
Score: -5797195.000000 Penalty: 3766.297607
	Iteration 55Q: 3 clusters Score -5797195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 106418 members 
Entering Unmasked Estep 
Score: -5797195.000000 Penalty: 3766.297607
	Iteration 56Q: 3 clusters Score -5797195 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 106440 members 
Entering Unmasked Estep 
Score: -5797204.000000 Penalty: 3766.297607
	Iteration 57Q: 3 clusters Score -5797204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 106451 members 
Entering Unmasked Estep 
Score: -5797204.000000 Penalty: 3766.297607
	Iteration 58Q: 3 clusters Score -5797204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 106463 members 
Entering Unmasked Estep 
Score: -5797195.000000 Penalty: 3766.297607
	Iteration 59Q: 3 clusters Score -5797195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 106475 members 
Entering Unmasked Estep 
Score: -5797198.000000 Penalty: 3766.297607
	Iteration 60F: 3 clusters Score -5797198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 106486 members 
Entering Unmasked Estep 
Score: -5797201.000000 Penalty: 3766.297607
	Iteration 61Q: 3 clusters Score -5797201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 106493 members 
Entering Unmasked Estep 
Score: -5797202.000000 Penalty: 3766.297607
	Iteration 62Q: 3 clusters Score -5797202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 106503 members 
Entering Unmasked Estep 
Score: -5797216.500000 Penalty: 3766.297607
	Iteration 63Q: 3 clusters Score -5797216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 106514 members 
Entering Unmasked Estep 
Score: -5797209.000000 Penalty: 3766.297607
	Iteration 64Q: 3 clusters Score -5797209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 106522 members 
Entering Unmasked Estep 
Score: -5797204.500000 Penalty: 3766.297607
	Iteration 65Q: 3 clusters Score -5797204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 106531 members 
Entering Unmasked Estep 
Score: -5797210.500000 Penalty: 3766.297607
	Iteration 66Q: 3 clusters Score -5797210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 106533 members 
Entering Unmasked Estep 
Score: -5797214.000000 Penalty: 3766.297607
	Iteration 67Q: 3 clusters Score -5797214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 106538 members 
Entering Unmasked Estep 
Score: -5797211.000000 Penalty: 3766.297607
	Iteration 68Q: 3 clusters Score -5797211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 106540 members 
Entering Unmasked Estep 
Score: -5797209.000000 Penalty: 3766.297607
	Iteration 69Q: 3 clusters Score -5797209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 106541 members 
Entering Unmasked Estep 
Score: -5797214.500000 Penalty: 3766.297607
	Iteration 70Q: 3 clusters Score -5797214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 106541 members 
Entering Unmasked Estep 
Score: -5797214.500000 Penalty: 3766.297607
	Iteration 71F: 3 clusters Score -5797214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Entering Unmasked Estep 
Score: -73008.484375 Penalty: 1232.855591
	Iteration 0F: 2 clusters Score -73008.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -70949.820312 Penalty: 2465.711182
	Iteration 0F: 3 clusters Score -70949.82 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -71449.453125 Penalty: 2465.711182
	Iteration 1F: 3 clusters Score -71449.45 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -71649.906250 Penalty: 2465.711182
	Iteration 2F: 3 clusters Score -71649.91 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -71858.375000 Penalty: 2465.711182
	Iteration 3F: 3 clusters Score -71858.38 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -72022.562500 Penalty: 2465.711182
	Iteration 4F: 3 clusters Score -72022.56 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -72132.632812 Penalty: 2465.711182
	Iteration 5F: 3 clusters Score -72132.63 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -72193.406250 Penalty: 2465.711182
	Iteration 6Q: 3 clusters Score -72193.41 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -72242.312500 Penalty: 2465.711182
	Iteration 7Q: 3 clusters Score -72242.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -72263.703125 Penalty: 2465.711182
	Iteration 8Q: 3 clusters Score -72263.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -72280.851562 Penalty: 2465.711182
	Iteration 9Q: 3 clusters Score -72280.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -72287.109375 Penalty: 2465.711182
	Iteration 10Q: 3 clusters Score -72287.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -72291.250000 Penalty: 2465.711182
	Iteration 11Q: 3 clusters Score -72291.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -72294.421875 Penalty: 2465.711182
	Iteration 12Q: 3 clusters Score -72294.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -72296.203125 Penalty: 2465.711182
	Iteration 13Q: 3 clusters Score -72296.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -72299.843750 Penalty: 2465.711182
	Iteration 14Q: 3 clusters Score -72299.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -72302.617188 Penalty: 2465.711182
	Iteration 15Q: 3 clusters Score -72302.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -72305.937500 Penalty: 2465.711182
	Iteration 16Q: 3 clusters Score -72305.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -72307.945312 Penalty: 2465.711182
	Iteration 17Q: 3 clusters Score -72307.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -72308.343750 Penalty: 2465.711182
	Iteration 18Q: 3 clusters Score -72308.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -72309.085938 Penalty: 2465.711182
	Iteration 19Q: 3 clusters Score -72309.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -72309.523438 Penalty: 2465.711182
	Iteration 20F: 3 clusters Score -72309.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -72310.078125 Penalty: 2465.711182
	Iteration 21Q: 3 clusters Score -72310.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -72310.078125 Penalty: 2465.711182
	Iteration 22F: 3 clusters Score -72310.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Entering Unmasked Estep 
Score: -351763.625000 Penalty: 1431.941772
	Iteration 0F: 2 clusters Score -351763.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -346795.812500 Penalty: 2863.883545
	Iteration 0F: 3 clusters Score -346795.8 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -348285.875000 Penalty: 2863.883545
	Iteration 1F: 3 clusters Score -348285.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -348493.968750 Penalty: 2863.883545
	Iteration 2F: 3 clusters Score -348494 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -348665.562500 Penalty: 2863.883545
	Iteration 3F: 3 clusters Score -348665.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -348842.187500 Penalty: 2863.883545
	Iteration 4F: 3 clusters Score -348842.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -349043.437500 Penalty: 2863.883545
	Iteration 5F: 3 clusters Score -349043.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -349288.500000 Penalty: 2863.883545
	Iteration 6F: 3 clusters Score -349288.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -349569.843750 Penalty: 2863.883545
	Iteration 7F: 3 clusters Score -349569.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -349820.531250 Penalty: 2863.883545
	Iteration 8F: 3 clusters Score -349820.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -350043.656250 Penalty: 2863.883545
	Iteration 9Q: 3 clusters Score -350043.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -350237.468750 Penalty: 2863.883545
	Iteration 10Q: 3 clusters Score -350237.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -350360.156250 Penalty: 2863.883545
	Iteration 11Q: 3 clusters Score -350360.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -350432.531250 Penalty: 2863.883545
	Iteration 12Q: 3 clusters Score -350432.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -350490.000000 Penalty: 2863.883545
	Iteration 13Q: 3 clusters Score -350490 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -350523.656250 Penalty: 2863.883545
	Iteration 14Q: 3 clusters Score -350523.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -350545.312500 Penalty: 2863.883545
	Iteration 15Q: 3 clusters Score -350545.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -350561.218750 Penalty: 2863.883545
	Iteration 16Q: 3 clusters Score -350561.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -350575.062500 Penalty: 2863.883545
	Iteration 17Q: 3 clusters Score -350575.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -350583.875000 Penalty: 2863.883545
	Iteration 18Q: 3 clusters Score -350583.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -350590.843750 Penalty: 2863.883545
	Iteration 19Q: 3 clusters Score -350590.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -350594.093750 Penalty: 2863.883545
	Iteration 20F: 3 clusters Score -350594.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -350598.218750 Penalty: 2863.883545
	Iteration 21Q: 3 clusters Score -350598.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -350602.625000 Penalty: 2863.883545
	Iteration 22Q: 3 clusters Score -350602.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -350609.312500 Penalty: 2863.883545
	Iteration 23Q: 3 clusters Score -350609.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -350617.500000 Penalty: 2863.883545
	Iteration 24Q: 3 clusters Score -350617.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -350624.062500 Penalty: 2863.883545
	Iteration 25Q: 3 clusters Score -350624.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -350630.625000 Penalty: 2863.883545
	Iteration 26Q: 3 clusters Score -350630.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -350632.625000 Penalty: 2863.883545
	Iteration 27Q: 3 clusters Score -350632.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -350639.156250 Penalty: 2863.883545
	Iteration 28Q: 3 clusters Score -350639.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -350642.281250 Penalty: 2863.883545
	Iteration 29Q: 3 clusters Score -350642.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -350644.718750 Penalty: 2863.883545
	Iteration 30Q: 3 clusters Score -350644.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -350645.312500 Penalty: 2863.883545
	Iteration 31Q: 3 clusters Score -350645.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -350645.312500 Penalty: 2863.883545
	Iteration 32F: 3 clusters Score -350645.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (187760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187760 members 
Entering Unmasked Estep 
Score: -10176346.000000 Penalty: 1973.224365
	Iteration 0F: 2 clusters Score -1.017635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94382 members 
Mstep: Class 2 contains 93378 members 
Entering Unmasked Estep 
Score: -10049683.000000 Penalty: 3946.448730
	Iteration 0F: 3 clusters Score -1.004968e+07 nChanged 91071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101233 members 
Mstep: Class 2 contains 86527 members 
Entering Unmasked Estep 
Score: -10104188.000000 Penalty: 3946.448730
	Iteration 1F: 3 clusters Score -1.010419e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106295 members 
Mstep: Class 2 contains 81465 members 
Entering Unmasked Estep 
Score: -10106199.000000 Penalty: 3946.448730
	Iteration 2Q: 3 clusters Score -1.01062e+07 nChanged 8646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114177 members 
Mstep: Class 2 contains 73583 members 
Entering Unmasked Estep 
Score: -10109941.000000 Penalty: 3946.448730
	Iteration 3Q: 3 clusters Score -1.010994e+07 nChanged 12299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126038 members 
Mstep: Class 2 contains 61722 members 
Entering Unmasked Estep 
Score: -10117618.000000 Penalty: 3946.448730
	Iteration 4F: 3 clusters Score -1.011762e+07 nChanged 16269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142083 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -10130894.000000 Penalty: 3946.448730
	Iteration 5F: 3 clusters Score -1.013089e+07 nChanged 18252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160211 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -10148305.000000 Penalty: 3946.448730
	Iteration 6F: 3 clusters Score -1.01483e+07 nChanged 14454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174639 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -10162680.000000 Penalty: 3946.448730
	Iteration 7F: 3 clusters Score -1.016268e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182406 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -10170273.000000 Penalty: 3946.448730
	Iteration 8Q: 3 clusters Score -1.017027e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185349 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -10172994.000000 Penalty: 3946.448730
	Iteration 9Q: 3 clusters Score -1.017299e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186334 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -10173966.000000 Penalty: 3946.448730
	Iteration 10Q: 3 clusters Score -1.017397e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186679 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -10174355.000000 Penalty: 3946.448730
	Iteration 11Q: 3 clusters Score -1.017436e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186820 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -10174540.000000 Penalty: 3946.448730
	Iteration 12Q: 3 clusters Score -1.017454e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186889 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -10174634.000000 Penalty: 3946.448730
	Iteration 13Q: 3 clusters Score -1.017463e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186921 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10174699.000000 Penalty: 3946.448730
	Iteration 14Q: 3 clusters Score -1.01747e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186952 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -10174727.000000 Penalty: 3946.448730
	Iteration 15Q: 3 clusters Score -1.017473e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186969 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10174754.000000 Penalty: 3946.448730
	Iteration 16Q: 3 clusters Score -1.017475e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186978 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -10174782.000000 Penalty: 3946.448730
	Iteration 17Q: 3 clusters Score -1.017478e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186987 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -10174801.000000 Penalty: 3946.448730
	Iteration 18Q: 3 clusters Score -1.01748e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186993 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -10174810.000000 Penalty: 3946.448730
	Iteration 19Q: 3 clusters Score -1.017481e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187003 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -10174823.000000 Penalty: 3946.448730
	Iteration 20F: 3 clusters Score -1.017482e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187010 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -10174837.000000 Penalty: 3946.448730
	Iteration 21Q: 3 clusters Score -1.017484e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187017 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10174843.000000 Penalty: 3946.448730
	Iteration 22Q: 3 clusters Score -1.017484e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187026 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -10174862.000000 Penalty: 3946.448730
	Iteration 23Q: 3 clusters Score -1.017486e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187031 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10174866.000000 Penalty: 3946.448730
	Iteration 24Q: 3 clusters Score -1.017487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187035 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -10174879.000000 Penalty: 3946.448730
	Iteration 25Q: 3 clusters Score -1.017488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187038 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -10174879.000000 Penalty: 3946.448730
	Iteration 26Q: 3 clusters Score -1.017488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187046 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -10174890.000000 Penalty: 3946.448730
	Iteration 27Q: 3 clusters Score -1.017489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187053 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -10174893.000000 Penalty: 3946.448730
	Iteration 28Q: 3 clusters Score -1.017489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187052 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -10174904.000000 Penalty: 3946.448730
	Iteration 29Q: 3 clusters Score -1.01749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187050 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -10174892.000000 Penalty: 3946.448730
	Iteration 30Q: 3 clusters Score -1.017489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187052 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -10174901.000000 Penalty: 3946.448730
	Iteration 31Q: 3 clusters Score -1.01749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187053 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -10174900.000000 Penalty: 3946.448730
	Iteration 32Q: 3 clusters Score -1.01749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187053 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -10174900.000000 Penalty: 3946.448730
	Iteration 33F: 3 clusters Score -1.01749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Entering Unmasked Estep 
Score: -171047.984375 Penalty: 1334.277710
	Iteration 0F: 2 clusters Score -171048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -167918.468750 Penalty: 2668.555420
	Iteration 0F: 3 clusters Score -167918.5 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -168780.421875 Penalty: 2668.555420
	Iteration 1F: 3 clusters Score -168780.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -169034.187500 Penalty: 2668.555420
	Iteration 2F: 3 clusters Score -169034.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -169326.218750 Penalty: 2668.555420
	Iteration 3F: 3 clusters Score -169326.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -169658.828125 Penalty: 2668.555420
	Iteration 4F: 3 clusters Score -169658.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -169976.218750 Penalty: 2668.555420
	Iteration 5F: 3 clusters Score -169976.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -170166.000000 Penalty: 2668.555420
	Iteration 6F: 3 clusters Score -170166 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -170260.437500 Penalty: 2668.555420
	Iteration 7Q: 3 clusters Score -170260.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -170318.671875 Penalty: 2668.555420
	Iteration 8Q: 3 clusters Score -170318.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -170359.984375 Penalty: 2668.555420
	Iteration 9Q: 3 clusters Score -170360 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -170416.359375 Penalty: 2668.555420
	Iteration 10Q: 3 clusters Score -170416.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -170467.046875 Penalty: 2668.555420
	Iteration 11Q: 3 clusters Score -170467 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -170517.968750 Penalty: 2668.555420
	Iteration 12Q: 3 clusters Score -170518 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -170593.312500 Penalty: 2668.555420
	Iteration 13Q: 3 clusters Score -170593.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -170661.687500 Penalty: 2668.555420
	Iteration 14Q: 3 clusters Score -170661.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -170725.671875 Penalty: 2668.555420
	Iteration 15Q: 3 clusters Score -170725.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -170753.703125 Penalty: 2668.555420
	Iteration 16Q: 3 clusters Score -170753.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -170769.406250 Penalty: 2668.555420
	Iteration 17Q: 3 clusters Score -170769.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -170779.875000 Penalty: 2668.555420
	Iteration 18Q: 3 clusters Score -170779.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -170787.046875 Penalty: 2668.555420
	Iteration 19Q: 3 clusters Score -170787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -170791.390625 Penalty: 2668.555420
	Iteration 20F: 3 clusters Score -170791.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -170794.250000 Penalty: 2668.555420
	Iteration 21Q: 3 clusters Score -170794.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -170796.906250 Penalty: 2668.555420
	Iteration 22Q: 3 clusters Score -170796.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -170797.515625 Penalty: 2668.555420
	Iteration 23Q: 3 clusters Score -170797.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -170799.390625 Penalty: 2668.555420
	Iteration 24Q: 3 clusters Score -170799.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -170800.437500 Penalty: 2668.555420
	Iteration 25Q: 3 clusters Score -170800.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -170800.312500 Penalty: 2668.555420
	Iteration 26Q: 3 clusters Score -170800.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -170800.312500 Penalty: 2668.555420
	Iteration 27F: 3 clusters Score -170800.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -66623.656250 Penalty: 1185.225952
	Iteration 0F: 2 clusters Score -66623.66 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 739 members 
Entering Unmasked Estep 
Score: -64901.097656 Penalty: 2370.451904
	Iteration 0F: 3 clusters Score -64901.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -65339.589844 Penalty: 2370.451904
	Iteration 1F: 3 clusters Score -65339.59 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -65509.703125 Penalty: 2370.451904
	Iteration 2F: 3 clusters Score -65509.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -65677.765625 Penalty: 2370.451904
	Iteration 3F: 3 clusters Score -65677.77 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -65880.070312 Penalty: 2370.451904
	Iteration 4F: 3 clusters Score -65880.07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -66193.750000 Penalty: 2370.451904
	Iteration 5F: 3 clusters Score -66193.75 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -66505.625000 Penalty: 2370.451904
	Iteration 6F: 3 clusters Score -66505.62 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -66763.531250 Penalty: 2370.451904
	Iteration 7F: 3 clusters Score -66763.53 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -66848.710938 Penalty: 2370.451904
	Iteration 8Q: 3 clusters Score -66848.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -66865.578125 Penalty: 2370.451904
	Iteration 9Q: 3 clusters Score -66865.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -66873.101562 Penalty: 2370.451904
	Iteration 10Q: 3 clusters Score -66873.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -66880.437500 Penalty: 2370.451904
	Iteration 11Q: 3 clusters Score -66880.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -66881.296875 Penalty: 2370.451904
	Iteration 12Q: 3 clusters Score -66881.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -66881.296875 Penalty: 2370.451904
	Iteration 13F: 3 clusters Score -66881.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87178 members 
Mstep: Class 2 contains 7298 members 
Mstep: Class 3 contains 7394 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 60221 members 
Mstep: Class 6 contains 28612 members 
Mstep: Class 7 contains 32358 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8905 members 
Mstep: Class 10 contains 15212 members 
Mstep: Class 11 contains 9767 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4686 members 
Mstep: Class 14 contains 6824 members 
Mstep: Class 15 contains 78861 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7962 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 107862 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 187760 members 
Mstep: Class 23 contains 3681 members 
Mstep: Class 24 contains 596 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 937 members 
Mstep: Class 27 contains 8245 members 
Mstep: Class 28 contains 1791 members 
Mstep: Class 29 contains 875 members 
Entering Unmasked Estep 
Score: -35943572.000000 Penalty: 63496.980469
Splitting cluster 24 changes total score from -35944300.000000 to -35943572.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (8584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Entering Unmasked Estep 
Score: -471185.875000 Penalty: 1471.869019
	Iteration 0F: 2 clusters Score -471185.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -464882.093750 Penalty: 2943.738037
	Iteration 0F: 3 clusters Score -464882.1 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -466870.406250 Penalty: 2943.738037
	Iteration 1F: 3 clusters Score -466870.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -467124.687500 Penalty: 2943.738037
	Iteration 2F: 3 clusters Score -467124.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -467324.375000 Penalty: 2943.738037
	Iteration 3F: 3 clusters Score -467324.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -467510.687500 Penalty: 2943.738037
	Iteration 4Q: 3 clusters Score -467510.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -467718.593750 Penalty: 2943.738037
	Iteration 5Q: 3 clusters Score -467718.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -467970.437500 Penalty: 2943.738037
	Iteration 6Q: 3 clusters Score -467970.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -468271.531250 Penalty: 2943.738037
	Iteration 7F: 3 clusters Score -468271.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -468593.593750 Penalty: 2943.738037
	Iteration 8F: 3 clusters Score -468593.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -468945.468750 Penalty: 2943.738037
	Iteration 9F: 3 clusters Score -468945.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -469258.718750 Penalty: 2943.738037
	Iteration 10Q: 3 clusters Score -469258.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -469481.000000 Penalty: 2943.738037
	Iteration 11Q: 3 clusters Score -469481 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -469633.625000 Penalty: 2943.738037
	Iteration 12Q: 3 clusters Score -469633.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -469720.187500 Penalty: 2943.738037
	Iteration 13Q: 3 clusters Score -469720.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -469778.156250 Penalty: 2943.738037
	Iteration 14Q: 3 clusters Score -469778.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -469820.781250 Penalty: 2943.738037
	Iteration 15Q: 3 clusters Score -469820.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -469845.000000 Penalty: 2943.738037
	Iteration 16Q: 3 clusters Score -469845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -469871.843750 Penalty: 2943.738037
	Iteration 17Q: 3 clusters Score -469871.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -469882.937500 Penalty: 2943.738037
	Iteration 18Q: 3 clusters Score -469882.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -469889.562500 Penalty: 2943.738037
	Iteration 19Q: 3 clusters Score -469889.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -469898.718750 Penalty: 2943.738037
	Iteration 20F: 3 clusters Score -469898.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -469902.656250 Penalty: 2943.738037
	Iteration 21Q: 3 clusters Score -469902.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -469906.093750 Penalty: 2943.738037
	Iteration 22Q: 3 clusters Score -469906.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -469907.093750 Penalty: 2943.738037
	Iteration 23Q: 3 clusters Score -469907.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -469907.093750 Penalty: 2943.738037
	Iteration 24F: 3 clusters Score -469907.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -40516.695312 Penalty: 1111.936035
	Iteration 0F: 2 clusters Score -40516.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -39127.925781 Penalty: 2223.872070
	Iteration 0F: 3 clusters Score -39127.93 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -39385.195312 Penalty: 2223.872070
	Iteration 1F: 3 clusters Score -39385.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -39480.257812 Penalty: 2223.872070
	Iteration 2F: 3 clusters Score -39480.26 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -39561.648438 Penalty: 2223.872070
	Iteration 3Q: 3 clusters Score -39561.65 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -39610.484375 Penalty: 2223.872070
	Iteration 4Q: 3 clusters Score -39610.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -39646.839844 Penalty: 2223.872070
	Iteration 5Q: 3 clusters Score -39646.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -39681.250000 Penalty: 2223.872070
	Iteration 6Q: 3 clusters Score -39681.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -39718.554688 Penalty: 2223.872070
	Iteration 7Q: 3 clusters Score -39718.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -39754.363281 Penalty: 2223.872070
	Iteration 8Q: 3 clusters Score -39754.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -39808.285156 Penalty: 2223.872070
	Iteration 9Q: 3 clusters Score -39808.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -39857.011719 Penalty: 2223.872070
	Iteration 10Q: 3 clusters Score -39857.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -39881.718750 Penalty: 2223.872070
	Iteration 11Q: 3 clusters Score -39881.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -39902.683594 Penalty: 2223.872070
	Iteration 12Q: 3 clusters Score -39902.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -39921.894531 Penalty: 2223.872070
	Iteration 13Q: 3 clusters Score -39921.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -39937.160156 Penalty: 2223.872070
	Iteration 14Q: 3 clusters Score -39937.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -39950.847656 Penalty: 2223.872070
	Iteration 15Q: 3 clusters Score -39950.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -39957.179688 Penalty: 2223.872070
	Iteration 16Q: 3 clusters Score -39957.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -39973.636719 Penalty: 2223.872070
	Iteration 17Q: 3 clusters Score -39973.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -39985.101562 Penalty: 2223.872070
	Iteration 18Q: 3 clusters Score -39985.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -39995.660156 Penalty: 2223.872070
	Iteration 19Q: 3 clusters Score -39995.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -40014.382812 Penalty: 2223.872070
	Iteration 20F: 3 clusters Score -40014.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -40046.039062 Penalty: 2223.872070
	Iteration 21Q: 3 clusters Score -40046.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -40074.343750 Penalty: 2223.872070
	Iteration 22Q: 3 clusters Score -40074.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -40103.660156 Penalty: 2223.872070
	Iteration 23Q: 3 clusters Score -40103.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -40113.523438 Penalty: 2223.872070
	Iteration 24Q: 3 clusters Score -40113.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -40125.007812 Penalty: 2223.872070
	Iteration 25Q: 3 clusters Score -40125.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -40136.863281 Penalty: 2223.872070
	Iteration 26Q: 3 clusters Score -40136.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -40149.187500 Penalty: 2223.872070
	Iteration 27Q: 3 clusters Score -40149.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -40151.785156 Penalty: 2223.872070
	Iteration 28Q: 3 clusters Score -40151.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -40151.785156 Penalty: 2223.872070
	Iteration 29F: 3 clusters Score -40151.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Entering Unmasked Estep 
Score: -429569.937500 Penalty: 1465.321411
	Iteration 0F: 2 clusters Score -429569.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -423607.593750 Penalty: 2930.642822
	Iteration 0F: 3 clusters Score -423607.6 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -425429.281250 Penalty: 2930.642822
	Iteration 1F: 3 clusters Score -425429.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -425682.375000 Penalty: 2930.642822
	Iteration 2F: 3 clusters Score -425682.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -425857.375000 Penalty: 2930.642822
	Iteration 3Q: 3 clusters Score -425857.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -426021.531250 Penalty: 2930.642822
	Iteration 4Q: 3 clusters Score -426021.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -426207.875000 Penalty: 2930.642822
	Iteration 5Q: 3 clusters Score -426207.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -426437.062500 Penalty: 2930.642822
	Iteration 6Q: 3 clusters Score -426437.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -426677.187500 Penalty: 2930.642822
	Iteration 7Q: 3 clusters Score -426677.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -426979.000000 Penalty: 2930.642822
	Iteration 8Q: 3 clusters Score -426979 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -427302.531250 Penalty: 2930.642822
	Iteration 9F: 3 clusters Score -427302.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -427582.781250 Penalty: 2930.642822
	Iteration 10Q: 3 clusters Score -427582.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -427834.125000 Penalty: 2930.642822
	Iteration 11Q: 3 clusters Score -427834.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -428024.937500 Penalty: 2930.642822
	Iteration 12Q: 3 clusters Score -428024.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -428136.093750 Penalty: 2930.642822
	Iteration 13Q: 3 clusters Score -428136.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -428194.437500 Penalty: 2930.642822
	Iteration 14Q: 3 clusters Score -428194.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -428233.343750 Penalty: 2930.642822
	Iteration 15Q: 3 clusters Score -428233.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -428260.281250 Penalty: 2930.642822
	Iteration 16Q: 3 clusters Score -428260.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -428278.156250 Penalty: 2930.642822
	Iteration 17Q: 3 clusters Score -428278.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -428294.468750 Penalty: 2930.642822
	Iteration 18Q: 3 clusters Score -428294.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -428305.343750 Penalty: 2930.642822
	Iteration 19Q: 3 clusters Score -428305.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -428314.125000 Penalty: 2930.642822
	Iteration 20F: 3 clusters Score -428314.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -428323.843750 Penalty: 2930.642822
	Iteration 21Q: 3 clusters Score -428323.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -428334.750000 Penalty: 2930.642822
	Iteration 22Q: 3 clusters Score -428334.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -428346.593750 Penalty: 2930.642822
	Iteration 23Q: 3 clusters Score -428346.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -428352.187500 Penalty: 2930.642822
	Iteration 24Q: 3 clusters Score -428352.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -428354.968750 Penalty: 2930.642822
	Iteration 25Q: 3 clusters Score -428355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -428355.093750 Penalty: 2930.642822
	Iteration 26Q: 3 clusters Score -428355.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -428355.093750 Penalty: 2930.642822
	Iteration 27F: 3 clusters Score -428355.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -89076.828125 Penalty: 1217.211060
	Iteration 0F: 2 clusters Score -89076.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -87118.945312 Penalty: 2434.422119
	Iteration 0F: 3 clusters Score -87118.95 nChanged 604
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: -87559.734375 Penalty: 2434.422119
	Iteration 1F: 3 clusters Score -87559.73 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -87721.867188 Penalty: 2434.422119
	Iteration 2F: 3 clusters Score -87721.87 nChanged 106
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: -87854.843750 Penalty: 2434.422119
	Iteration 3F: 3 clusters Score -87854.84 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -87965.156250 Penalty: 2434.422119
	Iteration 4F: 3 clusters Score -87965.16 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -88058.773438 Penalty: 2434.422119
	Iteration 5Q: 3 clusters Score -88058.77 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -88134.062500 Penalty: 2434.422119
	Iteration 6Q: 3 clusters Score -88134.06 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -88202.929688 Penalty: 2434.422119
	Iteration 7Q: 3 clusters Score -88202.93 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -88256.250000 Penalty: 2434.422119
	Iteration 8Q: 3 clusters Score -88256.25 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -88301.164062 Penalty: 2434.422119
	Iteration 9Q: 3 clusters Score -88301.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -88332.156250 Penalty: 2434.422119
	Iteration 10Q: 3 clusters Score -88332.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -88359.945312 Penalty: 2434.422119
	Iteration 11Q: 3 clusters Score -88359.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -88376.804688 Penalty: 2434.422119
	Iteration 12Q: 3 clusters Score -88376.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -88387.546875 Penalty: 2434.422119
	Iteration 13Q: 3 clusters Score -88387.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -88398.593750 Penalty: 2434.422119
	Iteration 14Q: 3 clusters Score -88398.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -88410.453125 Penalty: 2434.422119
	Iteration 15Q: 3 clusters Score -88410.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -88421.546875 Penalty: 2434.422119
	Iteration 16Q: 3 clusters Score -88421.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -88430.023438 Penalty: 2434.422119
	Iteration 17Q: 3 clusters Score -88430.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -88438.671875 Penalty: 2434.422119
	Iteration 18Q: 3 clusters Score -88438.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -88442.312500 Penalty: 2434.422119
	Iteration 19Q: 3 clusters Score -88442.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -88446.304688 Penalty: 2434.422119
	Iteration 20F: 3 clusters Score -88446.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -88450.257812 Penalty: 2434.422119
	Iteration 21Q: 3 clusters Score -88450.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -88453.210938 Penalty: 2434.422119
	Iteration 22Q: 3 clusters Score -88453.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -88453.992188 Penalty: 2434.422119
	Iteration 23Q: 3 clusters Score -88453.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -88457.718750 Penalty: 2434.422119
	Iteration 24Q: 3 clusters Score -88457.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -88459.523438 Penalty: 2434.422119
	Iteration 25Q: 3 clusters Score -88459.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -88459.921875 Penalty: 2434.422119
	Iteration 26Q: 3 clusters Score -88459.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -88459.921875 Penalty: 2434.422119
	Iteration 27F: 3 clusters Score -88459.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87178 members 
Mstep: Class 2 contains 7298 members 
Mstep: Class 3 contains 7394 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 60221 members 
Mstep: Class 6 contains 28612 members 
Mstep: Class 7 contains 32358 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8905 members 
Mstep: Class 10 contains 15212 members 
Mstep: Class 11 contains 9767 members 
Mstep: Class 12 contains 3200 members 
Mstep: Class 13 contains 4686 members 
Mstep: Class 14 contains 6824 members 
Mstep: Class 15 contains 78861 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7962 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 107862 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6714 members 
Mstep: Class 22 contains 187760 members 
Mstep: Class 23 contains 3681 members 
Mstep: Class 24 contains 1471 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 937 members 
Mstep: Class 27 contains 8245 members 
Mstep: Class 28 contains 1791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944336.000000 Penalty: 61307.429688
Iteration 239Q: 29 clusters Score -3.594434e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87177 members 
Mstep: Class 2 contains 7297 members 
Mstep: Class 3 contains 7387 members 
Mstep: Class 4 contains 10535 members 
Mstep: Class 5 contains 60221 members 
Mstep: Class 6 contains 28611 members 
Mstep: Class 7 contains 32353 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8901 members 
Mstep: Class 10 contains 15211 members 
Mstep: Class 11 contains 9765 members 
Mstep: Class 12 contains 3232 members 
Mstep: Class 13 contains 4687 members 
Mstep: Class 14 contains 6822 members 
Mstep: Class 15 contains 78829 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7967 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 107868 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 187765 members 
Mstep: Class 23 contains 3669 members 
Mstep: Class 24 contains 1469 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 939 members 
Mstep: Class 27 contains 8258 members 
Mstep: Class 28 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944288.000000 Penalty: 61307.429688
Iteration 240F: 29 clusters Score -3.594429e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87169 members 
Mstep: Class 2 contains 7296 members 
Mstep: Class 3 contains 7383 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 60221 members 
Mstep: Class 6 contains 28611 members 
Mstep: Class 7 contains 32350 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8904 members 
Mstep: Class 10 contains 15210 members 
Mstep: Class 11 contains 9764 members 
Mstep: Class 12 contains 3267 members 
Mstep: Class 13 contains 4686 members 
Mstep: Class 14 contains 6819 members 
Mstep: Class 15 contains 78800 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7971 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 107882 members 
Mstep: Class 20 contains 1967 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 187766 members 
Mstep: Class 23 contains 3647 members 
Mstep: Class 24 contains 1468 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 941 members 
Mstep: Class 27 contains 8271 members 
Mstep: Class 28 contains 1803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944236.000000 Penalty: 61307.429688
Iteration 241Q: 29 clusters Score -3.594424e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87168 members 
Mstep: Class 2 contains 7296 members 
Mstep: Class 3 contains 7381 members 
Mstep: Class 4 contains 10539 members 
Mstep: Class 5 contains 60220 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32349 members 
Mstep: Class 8 contains 8526 members 
Mstep: Class 9 contains 8903 members 
Mstep: Class 10 contains 15210 members 
Mstep: Class 11 contains 9764 members 
Mstep: Class 12 contains 3291 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 6820 members 
Mstep: Class 15 contains 78778 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7975 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 107892 members 
Mstep: Class 20 contains 1968 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 187760 members 
Mstep: Class 23 contains 3631 members 
Mstep: Class 24 contains 1464 members 
Mstep: Class 25 contains 8584 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 8280 members 
Mstep: Class 28 contains 1807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944232.000000 Penalty: 61307.429688
Iteration 242Q: 29 clusters Score -3.594423e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87166 members 
Mstep: Class 2 contains 7296 members 
Mstep: Class 3 contains 7382 members 
Mstep: Class 4 contains 10541 members 
Mstep: Class 5 contains 60218 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32342 members 
Mstep: Class 8 contains 8525 members 
Mstep: Class 9 contains 8908 members 
Mstep: Class 10 contains 15209 members 
Mstep: Class 11 contains 9762 members 
Mstep: Class 12 contains 3313 members 
Mstep: Class 13 contains 4687 members 
Mstep: Class 14 contains 6819 members 
Mstep: Class 15 contains 78750 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7978 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 107900 members 
Mstep: Class 20 contains 1966 members 
Mstep: Class 21 contains 6716 members 
Mstep: Class 22 contains 187759 members 
Mstep: Class 23 contains 3617 members 
Mstep: Class 24 contains 1460 members 
Mstep: Class 25 contains 8585 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 8297 members 
Mstep: Class 28 contains 1810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944224.000000 Penalty: 61307.429688
Iteration 243Q: 29 clusters Score -3.594422e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87162 members 
Mstep: Class 2 contains 7296 members 
Mstep: Class 3 contains 7384 members 
Mstep: Class 4 contains 10539 members 
Mstep: Class 5 contains 60217 members 
Mstep: Class 6 contains 28609 members 
Mstep: Class 7 contains 32337 members 
Mstep: Class 8 contains 8526 members 
Mstep: Class 9 contains 8908 members 
Mstep: Class 10 contains 15209 members 
Mstep: Class 11 contains 9761 members 
Mstep: Class 12 contains 3335 members 
Mstep: Class 13 contains 4686 members 
Mstep: Class 14 contains 6812 members 
Mstep: Class 15 contains 78728 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7979 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 107907 members 
Mstep: Class 20 contains 1967 members 
Mstep: Class 21 contains 6716 members 
Mstep: Class 22 contains 187761 members 
Mstep: Class 23 contains 3604 members 
Mstep: Class 24 contains 1456 members 
Mstep: Class 25 contains 8587 members 
Mstep: Class 26 contains 943 members 
Mstep: Class 27 contains 8313 members 
Mstep: Class 28 contains 1817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944300.000000 Penalty: 61307.429688
Iteration 244Q: 29 clusters Score -3.59443e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87160 members 
Mstep: Class 2 contains 7295 members 
Mstep: Class 3 contains 7381 members 
Mstep: Class 4 contains 10539 members 
Mstep: Class 5 contains 60214 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32337 members 
Mstep: Class 8 contains 8527 members 
Mstep: Class 9 contains 8908 members 
Mstep: Class 10 contains 15209 members 
Mstep: Class 11 contains 9759 members 
Mstep: Class 12 contains 3358 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 6814 members 
Mstep: Class 15 contains 78706 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7980 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 107912 members 
Mstep: Class 20 contains 1966 members 
Mstep: Class 21 contains 6717 members 
Mstep: Class 22 contains 187765 members 
Mstep: Class 23 contains 3589 members 
Mstep: Class 24 contains 1452 members 
Mstep: Class 25 contains 8588 members 
Mstep: Class 26 contains 942 members 
Mstep: Class 27 contains 8327 members 
Mstep: Class 28 contains 1819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944320.000000 Penalty: 61307.429688
Iteration 245Q: 29 clusters Score -3.594432e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87157 members 
Mstep: Class 2 contains 7295 members 
Mstep: Class 3 contains 7377 members 
Mstep: Class 4 contains 10539 members 
Mstep: Class 5 contains 60212 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32333 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8910 members 
Mstep: Class 10 contains 15209 members 
Mstep: Class 11 contains 9757 members 
Mstep: Class 12 contains 3378 members 
Mstep: Class 13 contains 4683 members 
Mstep: Class 14 contains 6816 members 
Mstep: Class 15 contains 78685 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7980 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 107921 members 
Mstep: Class 20 contains 1968 members 
Mstep: Class 21 contains 6717 members 
Mstep: Class 22 contains 187771 members 
Mstep: Class 23 contains 3571 members 
Mstep: Class 24 contains 1449 members 
Mstep: Class 25 contains 8589 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8340 members 
Mstep: Class 28 contains 1820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944280.000000 Penalty: 61307.429688
Iteration 246Q: 29 clusters Score -3.594428e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87158 members 
Mstep: Class 2 contains 7295 members 
Mstep: Class 3 contains 7375 members 
Mstep: Class 4 contains 10537 members 
Mstep: Class 5 contains 60211 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32334 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8910 members 
Mstep: Class 10 contains 15210 members 
Mstep: Class 11 contains 9757 members 
Mstep: Class 12 contains 3393 members 
Mstep: Class 13 contains 4682 members 
Mstep: Class 14 contains 6817 members 
Mstep: Class 15 contains 78659 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7981 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 107926 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 6717 members 
Mstep: Class 22 contains 187773 members 
Mstep: Class 23 contains 3560 members 
Mstep: Class 24 contains 1446 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8356 members 
Mstep: Class 28 contains 1820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944336.000000 Penalty: 61307.429688
Iteration 247Q: 29 clusters Score -3.594434e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87153 members 
Mstep: Class 2 contains 7295 members 
Mstep: Class 3 contains 7375 members 
Mstep: Class 4 contains 10536 members 
Mstep: Class 5 contains 60210 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32334 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8909 members 
Mstep: Class 10 contains 15210 members 
Mstep: Class 11 contains 9757 members 
Mstep: Class 12 contains 3408 members 
Mstep: Class 13 contains 4682 members 
Mstep: Class 14 contains 6821 members 
Mstep: Class 15 contains 78639 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7983 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 107930 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 6717 members 
Mstep: Class 22 contains 187771 members 
Mstep: Class 23 contains 3552 members 
Mstep: Class 24 contains 1444 members 
Mstep: Class 25 contains 8591 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8370 members 
Mstep: Class 28 contains 1820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944344.000000 Penalty: 61307.429688
Iteration 248Q: 29 clusters Score -3.594434e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87152 members 
Mstep: Class 2 contains 7295 members 
Mstep: Class 3 contains 7373 members 
Mstep: Class 4 contains 10537 members 
Mstep: Class 5 contains 60210 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32333 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8905 members 
Mstep: Class 10 contains 15208 members 
Mstep: Class 11 contains 9758 members 
Mstep: Class 12 contains 3414 members 
Mstep: Class 13 contains 4682 members 
Mstep: Class 14 contains 6820 members 
Mstep: Class 15 contains 78616 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7984 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 107934 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 6717 members 
Mstep: Class 22 contains 187769 members 
Mstep: Class 23 contains 3550 members 
Mstep: Class 24 contains 1442 members 
Mstep: Class 25 contains 8591 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8392 members 
Mstep: Class 28 contains 1824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944372.000000 Penalty: 61307.429688
Iteration 249Q: 29 clusters Score -3.594437e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87153 members 
Mstep: Class 2 contains 7295 members 
Mstep: Class 3 contains 7373 members 
Mstep: Class 4 contains 10539 members 
Mstep: Class 5 contains 60210 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32332 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8901 members 
Mstep: Class 10 contains 15207 members 
Mstep: Class 11 contains 9759 members 
Mstep: Class 12 contains 3420 members 
Mstep: Class 13 contains 4682 members 
Mstep: Class 14 contains 6822 members 
Mstep: Class 15 contains 78587 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7984 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 107945 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 6717 members 
Mstep: Class 22 contains 187764 members 
Mstep: Class 23 contains 3544 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8591 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8411 members 
Mstep: Class 28 contains 1829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944388.000000 Penalty: 61307.429688
Iteration 250Q: 29 clusters Score -3.594439e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87154 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 7373 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 60210 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32333 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8899 members 
Mstep: Class 10 contains 15207 members 
Mstep: Class 11 contains 9757 members 
Mstep: Class 12 contains 3422 members 
Mstep: Class 13 contains 4682 members 
Mstep: Class 14 contains 6824 members 
Mstep: Class 15 contains 78553 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7985 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 107956 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 6717 members 
Mstep: Class 22 contains 187755 members 
Mstep: Class 23 contains 3543 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8591 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8433 members 
Mstep: Class 28 contains 1832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944412.000000 Penalty: 61307.429688
Iteration 251Q: 29 clusters Score -3.594441e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87149 members 
Mstep: Class 2 contains 7292 members 
Mstep: Class 3 contains 7373 members 
Mstep: Class 4 contains 10546 members 
Mstep: Class 5 contains 60206 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32332 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8897 members 
Mstep: Class 10 contains 15206 members 
Mstep: Class 11 contains 9760 members 
Mstep: Class 12 contains 3423 members 
Mstep: Class 13 contains 4682 members 
Mstep: Class 14 contains 6825 members 
Mstep: Class 15 contains 78529 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7985 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 107964 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 6717 members 
Mstep: Class 22 contains 187752 members 
Mstep: Class 23 contains 3542 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8591 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8459 members 
Mstep: Class 28 contains 1835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944440.000000 Penalty: 61307.429688
Iteration 252Q: 29 clusters Score -3.594444e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87146 members 
Mstep: Class 2 contains 7291 members 
Mstep: Class 3 contains 7372 members 
Mstep: Class 4 contains 10546 members 
Mstep: Class 5 contains 60202 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32334 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8899 members 
Mstep: Class 10 contains 15206 members 
Mstep: Class 11 contains 9763 members 
Mstep: Class 12 contains 3424 members 
Mstep: Class 13 contains 4682 members 
Mstep: Class 14 contains 6823 members 
Mstep: Class 15 contains 78500 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7985 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 107971 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187753 members 
Mstep: Class 23 contains 3541 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8485 members 
Mstep: Class 28 contains 1834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944436.000000 Penalty: 61307.429688
Iteration 253Q: 29 clusters Score -3.594444e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87147 members 
Mstep: Class 2 contains 7291 members 
Mstep: Class 3 contains 7372 members 
Mstep: Class 4 contains 10549 members 
Mstep: Class 5 contains 60202 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32331 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8898 members 
Mstep: Class 10 contains 15205 members 
Mstep: Class 11 contains 9762 members 
Mstep: Class 12 contains 3427 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6824 members 
Mstep: Class 15 contains 78473 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7985 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 107973 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187748 members 
Mstep: Class 23 contains 3540 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8512 members 
Mstep: Class 28 contains 1836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944424.000000 Penalty: 61307.429688
Iteration 254Q: 29 clusters Score -3.594442e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87147 members 
Mstep: Class 2 contains 7291 members 
Mstep: Class 3 contains 7371 members 
Mstep: Class 4 contains 10546 members 
Mstep: Class 5 contains 60201 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32333 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8894 members 
Mstep: Class 10 contains 15205 members 
Mstep: Class 11 contains 9763 members 
Mstep: Class 12 contains 3427 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6826 members 
Mstep: Class 15 contains 78447 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7986 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 107978 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187747 members 
Mstep: Class 23 contains 3540 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8534 members 
Mstep: Class 28 contains 1839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944412.000000 Penalty: 61307.429688
Iteration 255Q: 29 clusters Score -3.594441e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87146 members 
Mstep: Class 2 contains 7291 members 
Mstep: Class 3 contains 7372 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 60200 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32333 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8893 members 
Mstep: Class 10 contains 15205 members 
Mstep: Class 11 contains 9764 members 
Mstep: Class 12 contains 3429 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6825 members 
Mstep: Class 15 contains 78431 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7987 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 107984 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187740 members 
Mstep: Class 23 contains 3539 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8550 members 
Mstep: Class 28 contains 1841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944404.000000 Penalty: 61307.429688
Iteration 256Q: 29 clusters Score -3.59444e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87147 members 
Mstep: Class 2 contains 7291 members 
Mstep: Class 3 contains 7372 members 
Mstep: Class 4 contains 10546 members 
Mstep: Class 5 contains 60199 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32334 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8890 members 
Mstep: Class 10 contains 15204 members 
Mstep: Class 11 contains 9765 members 
Mstep: Class 12 contains 3430 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6825 members 
Mstep: Class 15 contains 78417 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7986 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 107989 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187732 members 
Mstep: Class 23 contains 3538 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8566 members 
Mstep: Class 28 contains 1844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944420.000000 Penalty: 61307.429688
Iteration 257Q: 29 clusters Score -3.594442e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87147 members 
Mstep: Class 2 contains 7291 members 
Mstep: Class 3 contains 7371 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 60198 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32334 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8888 members 
Mstep: Class 10 contains 15203 members 
Mstep: Class 11 contains 9766 members 
Mstep: Class 12 contains 3432 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6826 members 
Mstep: Class 15 contains 78401 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7986 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 107991 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187730 members 
Mstep: Class 23 contains 3537 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8583 members 
Mstep: Class 28 contains 1846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944460.000000 Penalty: 61307.429688
Iteration 258Q: 29 clusters Score -3.594446e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87150 members 
Mstep: Class 2 contains 7290 members 
Mstep: Class 3 contains 7372 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32331 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8887 members 
Mstep: Class 10 contains 15202 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3433 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6825 members 
Mstep: Class 15 contains 78393 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7986 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 107990 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187729 members 
Mstep: Class 23 contains 3536 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8593 members 
Mstep: Class 28 contains 1849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944444.000000 Penalty: 61307.429688
Iteration 259Q: 29 clusters Score -3.594444e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87152 members 
Mstep: Class 2 contains 7289 members 
Mstep: Class 3 contains 7371 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32331 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8885 members 
Mstep: Class 10 contains 15202 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3433 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6822 members 
Mstep: Class 15 contains 78389 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7986 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 107993 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187725 members 
Mstep: Class 23 contains 3536 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8600 members 
Mstep: Class 28 contains 1852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944472.000000 Penalty: 61307.429688
Iteration 260F: 29 clusters Score -3.594447e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87155 members 
Mstep: Class 2 contains 7288 members 
Mstep: Class 3 contains 7370 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32330 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8886 members 
Mstep: Class 10 contains 15202 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3434 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6822 members 
Mstep: Class 15 contains 78380 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7986 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 107993 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187723 members 
Mstep: Class 23 contains 3536 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8609 members 
Mstep: Class 28 contains 1852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944436.000000 Penalty: 61307.429688
Iteration 261Q: 29 clusters Score -3.594444e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87154 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 7372 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32327 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8886 members 
Mstep: Class 10 contains 15202 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3435 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6821 members 
Mstep: Class 15 contains 78378 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7986 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 107994 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187722 members 
Mstep: Class 23 contains 3535 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8615 members 
Mstep: Class 28 contains 1852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944464.000000 Penalty: 61307.429688
Iteration 262Q: 29 clusters Score -3.594446e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87154 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 7373 members 
Mstep: Class 4 contains 10545 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32326 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8886 members 
Mstep: Class 10 contains 15202 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3437 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6821 members 
Mstep: Class 15 contains 78368 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7986 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 108000 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187719 members 
Mstep: Class 23 contains 3534 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8621 members 
Mstep: Class 28 contains 1852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944468.000000 Penalty: 61307.429688
Iteration 263Q: 29 clusters Score -3.594447e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87152 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 7373 members 
Mstep: Class 4 contains 10546 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32325 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8884 members 
Mstep: Class 10 contains 15202 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3438 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6821 members 
Mstep: Class 15 contains 78367 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7986 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 108003 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187716 members 
Mstep: Class 23 contains 3534 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8624 members 
Mstep: Class 28 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944452.000000 Penalty: 61307.429688
Iteration 264Q: 29 clusters Score -3.594445e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87152 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 7374 members 
Mstep: Class 4 contains 10546 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32325 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 15202 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3438 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6820 members 
Mstep: Class 15 contains 78361 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7986 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 108005 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187716 members 
Mstep: Class 23 contains 3534 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8630 members 
Mstep: Class 28 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944412.000000 Penalty: 61307.429688
Iteration 265Q: 29 clusters Score -3.594441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87151 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 7374 members 
Mstep: Class 4 contains 10546 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32324 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 15202 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3438 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6819 members 
Mstep: Class 15 contains 78359 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7986 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 108009 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187712 members 
Mstep: Class 23 contains 3534 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944412.000000 Penalty: 61307.429688
Iteration 266Q: 29 clusters Score -3.594441e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87151 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 7374 members 
Mstep: Class 4 contains 10546 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32324 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 15202 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3438 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6820 members 
Mstep: Class 15 contains 78353 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7987 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 108013 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187709 members 
Mstep: Class 23 contains 3534 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8638 members 
Mstep: Class 28 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944432.000000 Penalty: 61307.429688
Iteration 267Q: 29 clusters Score -3.594443e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87151 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 7374 members 
Mstep: Class 4 contains 10546 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32324 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 15202 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3438 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6819 members 
Mstep: Class 15 contains 78349 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7988 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 108015 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187706 members 
Mstep: Class 23 contains 3534 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8643 members 
Mstep: Class 28 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944440.000000 Penalty: 61307.429688
Iteration 268Q: 29 clusters Score -3.594444e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87150 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 7374 members 
Mstep: Class 4 contains 10546 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32323 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 15201 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3438 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6819 members 
Mstep: Class 15 contains 78349 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7989 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 108016 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187702 members 
Mstep: Class 23 contains 3534 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8648 members 
Mstep: Class 28 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944436.000000 Penalty: 61307.429688
Iteration 269Q: 29 clusters Score -3.594444e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87152 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 7374 members 
Mstep: Class 4 contains 10546 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32322 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 15200 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3438 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6818 members 
Mstep: Class 15 contains 78349 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7989 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 108018 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187698 members 
Mstep: Class 23 contains 3534 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8651 members 
Mstep: Class 28 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944464.000000 Penalty: 61307.429688
Iteration 270Q: 29 clusters Score -3.594446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87152 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 7374 members 
Mstep: Class 4 contains 10547 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32322 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 15199 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3438 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6816 members 
Mstep: Class 15 contains 78345 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7989 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 108022 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187693 members 
Mstep: Class 23 contains 3534 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8658 members 
Mstep: Class 28 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944496.000000 Penalty: 61307.429688
Iteration 271Q: 29 clusters Score -3.59445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87154 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 7374 members 
Mstep: Class 4 contains 10548 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32321 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 15199 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3438 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6816 members 
Mstep: Class 15 contains 78342 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 108022 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187691 members 
Mstep: Class 23 contains 3534 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8660 members 
Mstep: Class 28 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944484.000000 Penalty: 61307.429688
Iteration 272Q: 29 clusters Score -3.594448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87154 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 7374 members 
Mstep: Class 4 contains 10548 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32320 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 15199 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3438 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6816 members 
Mstep: Class 15 contains 78341 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 108020 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187690 members 
Mstep: Class 23 contains 3534 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8665 members 
Mstep: Class 28 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944472.000000 Penalty: 61307.429688
Iteration 273Q: 29 clusters Score -3.594447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87155 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 7374 members 
Mstep: Class 4 contains 10548 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32318 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 15199 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3438 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6816 members 
Mstep: Class 15 contains 78343 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 108021 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187687 members 
Mstep: Class 23 contains 3534 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8666 members 
Mstep: Class 28 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944484.000000 Penalty: 61307.429688
Iteration 274Q: 29 clusters Score -3.594448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87154 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 7374 members 
Mstep: Class 4 contains 10548 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32318 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 15199 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3438 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6815 members 
Mstep: Class 15 contains 78343 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 108020 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187688 members 
Mstep: Class 23 contains 3534 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8668 members 
Mstep: Class 28 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944492.000000 Penalty: 61307.429688
Iteration 275Q: 29 clusters Score -3.594449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87154 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 7374 members 
Mstep: Class 4 contains 10548 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32317 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 15199 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3439 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6815 members 
Mstep: Class 15 contains 78343 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 108019 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187689 members 
Mstep: Class 23 contains 3534 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8668 members 
Mstep: Class 28 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944476.000000 Penalty: 61307.429688
Iteration 276Q: 29 clusters Score -3.594448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87156 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 7374 members 
Mstep: Class 4 contains 10548 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32318 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 15198 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3439 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6815 members 
Mstep: Class 15 contains 78340 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 108019 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187690 members 
Mstep: Class 23 contains 3534 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8668 members 
Mstep: Class 28 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944484.000000 Penalty: 61307.429688
Iteration 277Q: 29 clusters Score -3.594448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87158 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 7374 members 
Mstep: Class 4 contains 10548 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32318 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 15198 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3439 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6815 members 
Mstep: Class 15 contains 78341 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 108016 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187690 members 
Mstep: Class 23 contains 3534 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8668 members 
Mstep: Class 28 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944504.000000 Penalty: 61307.429688
Iteration 278Q: 29 clusters Score -3.59445e+07 nChanged 2
Entering ConstructFrom: 
Score: -35944504.000000 Penalty: 61307.429688
Entering ConstructFrom: 
Trying to split cluster 1 (87158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87158 members 
Entering Unmasked Estep 
Score: -4643133.500000 Penalty: 1848.515137
	Iteration 0F: 2 clusters Score -4643134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -4584931.000000 Penalty: 3697.030273
	Iteration 0F: 3 clusters Score -4584931 nChanged 41607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
Score: -4609863.000000 Penalty: 3697.030273
	Iteration 1F: 3 clusters Score -4609863 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
Score: -4611202.000000 Penalty: 3697.030273
	Iteration 2Q: 3 clusters Score -4611202 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -4613290.500000 Penalty: 3697.030273
	Iteration 3F: 3 clusters Score -4613290 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 58239 members 
Entering Unmasked Estep 
Score: -4616553.000000 Penalty: 3697.030273
	Iteration 4F: 3 clusters Score -4616553 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 64121 members 
Entering Unmasked Estep 
Score: -4621374.500000 Penalty: 3697.030273
	Iteration 5F: 3 clusters Score -4621374 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 70471 members 
Entering Unmasked Estep 
Score: -4627192.000000 Penalty: 3697.030273
	Iteration 6F: 3 clusters Score -4627192 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 76274 members 
Entering Unmasked Estep 
Score: -4632624.000000 Penalty: 3697.030273
	Iteration 7F: 3 clusters Score -4632624 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 80645 members 
Entering Unmasked Estep 
Score: -4636716.000000 Penalty: 3697.030273
	Iteration 8F: 3 clusters Score -4636716 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 83450 members 
Entering Unmasked Estep 
Score: -4639351.000000 Penalty: 3697.030273
	Iteration 9Q: 3 clusters Score -4639351 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 84947 members 
Entering Unmasked Estep 
Score: -4640739.000000 Penalty: 3697.030273
	Iteration 10Q: 3 clusters Score -4640739 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 85589 members 
Entering Unmasked Estep 
Score: -4641402.500000 Penalty: 3697.030273
	Iteration 11Q: 3 clusters Score -4641402 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 85845 members 
Entering Unmasked Estep 
Score: -4641695.000000 Penalty: 3697.030273
	Iteration 12Q: 3 clusters Score -4641695 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 85956 members 
Entering Unmasked Estep 
Score: -4641815.500000 Penalty: 3697.030273
	Iteration 13Q: 3 clusters Score -4641816 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 86002 members 
Entering Unmasked Estep 
Score: -4641877.500000 Penalty: 3697.030273
	Iteration 14Q: 3 clusters Score -4641878 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 86018 members 
Entering Unmasked Estep 
Score: -4641901.000000 Penalty: 3697.030273
	Iteration 15Q: 3 clusters Score -4641901 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 86028 members 
Entering Unmasked Estep 
Score: -4641901.500000 Penalty: 3697.030273
	Iteration 16Q: 3 clusters Score -4641902 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 86040 members 
Entering Unmasked Estep 
Score: -4641917.500000 Penalty: 3697.030273
	Iteration 17Q: 3 clusters Score -4641918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 86039 members 
Entering Unmasked Estep 
Score: -4641924.500000 Penalty: 3697.030273
	Iteration 18Q: 3 clusters Score -4641924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 86040 members 
Entering Unmasked Estep 
Score: -4641929.500000 Penalty: 3697.030273
	Iteration 19Q: 3 clusters Score -4641930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 86043 members 
Entering Unmasked Estep 
Score: -4641938.500000 Penalty: 3697.030273
	Iteration 20F: 3 clusters Score -4641938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 86033 members 
Entering Unmasked Estep 
Score: -4641944.000000 Penalty: 3697.030273
	Iteration 21Q: 3 clusters Score -4641944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 86027 members 
Entering Unmasked Estep 
Score: -4641952.000000 Penalty: 3697.030273
	Iteration 22Q: 3 clusters Score -4641952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 86024 members 
Entering Unmasked Estep 
Score: -4641950.000000 Penalty: 3697.030273
	Iteration 23Q: 3 clusters Score -4641950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 86022 members 
Entering Unmasked Estep 
Score: -4641954.500000 Penalty: 3697.030273
	Iteration 24Q: 3 clusters Score -4641954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 86021 members 
Entering Unmasked Estep 
Score: -4641958.000000 Penalty: 3697.030273
	Iteration 25Q: 3 clusters Score -4641958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 86020 members 
Entering Unmasked Estep 
Score: -4641954.000000 Penalty: 3697.030273
	Iteration 26Q: 3 clusters Score -4641954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 86019 members 
Entering Unmasked Estep 
Score: -4641955.500000 Penalty: 3697.030273
	Iteration 27Q: 3 clusters Score -4641956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 86016 members 
Entering Unmasked Estep 
Score: -4641955.500000 Penalty: 3697.030273
	Iteration 28Q: 3 clusters Score -4641956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 86014 members 
Entering Unmasked Estep 
Score: -4641954.500000 Penalty: 3697.030273
	Iteration 29Q: 3 clusters Score -4641954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 86012 members 
Entering Unmasked Estep 
Score: -4641953.000000 Penalty: 3697.030273
	Iteration 30Q: 3 clusters Score -4641953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 86011 members 
Entering Unmasked Estep 
Score: -4641955.000000 Penalty: 3697.030273
	Iteration 31Q: 3 clusters Score -4641955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 86010 members 
Entering Unmasked Estep 
Score: -4641958.000000 Penalty: 3697.030273
	Iteration 32Q: 3 clusters Score -4641958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 86009 members 
Entering Unmasked Estep 
Score: -4641952.500000 Penalty: 3697.030273
	Iteration 33Q: 3 clusters Score -4641952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 86008 members 
Entering Unmasked Estep 
Score: -4641953.000000 Penalty: 3697.030273
	Iteration 34Q: 3 clusters Score -4641953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 86008 members 
Entering Unmasked Estep 
Score: -4641958.500000 Penalty: 3697.030273
	Iteration 35Q: 3 clusters Score -4641958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 86007 members 
Entering Unmasked Estep 
Score: -4641965.000000 Penalty: 3697.030273
	Iteration 36Q: 3 clusters Score -4641965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 86007 members 
Entering Unmasked Estep 
Score: -4641961.000000 Penalty: 3697.030273
	Iteration 37Q: 3 clusters Score -4641961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 86009 members 
Entering Unmasked Estep 
Score: -4641963.000000 Penalty: 3697.030273
	Iteration 38Q: 3 clusters Score -4641963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 86008 members 
Entering Unmasked Estep 
Score: -4641965.500000 Penalty: 3697.030273
	Iteration 39Q: 3 clusters Score -4641966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 86007 members 
Entering Unmasked Estep 
Score: -4641965.500000 Penalty: 3697.030273
	Iteration 40F: 3 clusters Score -4641966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 86006 members 
Entering Unmasked Estep 
Score: -4641961.000000 Penalty: 3697.030273
	Iteration 41Q: 3 clusters Score -4641961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 86006 members 
Entering Unmasked Estep 
Score: -4641961.000000 Penalty: 3697.030273
	Iteration 42F: 3 clusters Score -4641961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Entering Unmasked Estep 
Score: -366080.781250 Penalty: 1445.250244
	Iteration 0F: 2 clusters Score -366080.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -360633.312500 Penalty: 2890.500488
	Iteration 0F: 3 clusters Score -360633.3 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -362417.937500 Penalty: 2890.500488
	Iteration 1F: 3 clusters Score -362417.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -362841.156250 Penalty: 2890.500488
	Iteration 2F: 3 clusters Score -362841.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -363261.125000 Penalty: 2890.500488
	Iteration 3F: 3 clusters Score -363261.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -363779.687500 Penalty: 2890.500488
	Iteration 4F: 3 clusters Score -363779.7 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -364281.000000 Penalty: 2890.500488
	Iteration 5F: 3 clusters Score -364281 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -364707.937500 Penalty: 2890.500488
	Iteration 6F: 3 clusters Score -364707.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -364968.312500 Penalty: 2890.500488
	Iteration 7Q: 3 clusters Score -364968.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -365100.218750 Penalty: 2890.500488
	Iteration 8Q: 3 clusters Score -365100.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -365183.281250 Penalty: 2890.500488
	Iteration 9Q: 3 clusters Score -365183.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -365232.562500 Penalty: 2890.500488
	Iteration 10Q: 3 clusters Score -365232.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -365258.000000 Penalty: 2890.500488
	Iteration 11Q: 3 clusters Score -365258 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -365279.468750 Penalty: 2890.500488
	Iteration 12Q: 3 clusters Score -365279.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -365293.062500 Penalty: 2890.500488
	Iteration 13Q: 3 clusters Score -365293.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -365303.718750 Penalty: 2890.500488
	Iteration 14Q: 3 clusters Score -365303.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -365312.937500 Penalty: 2890.500488
	Iteration 15Q: 3 clusters Score -365312.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -365321.093750 Penalty: 2890.500488
	Iteration 16Q: 3 clusters Score -365321.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -365325.875000 Penalty: 2890.500488
	Iteration 17Q: 3 clusters Score -365325.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -365329.843750 Penalty: 2890.500488
	Iteration 18Q: 3 clusters Score -365329.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -365334.187500 Penalty: 2890.500488
	Iteration 19Q: 3 clusters Score -365334.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -365338.468750 Penalty: 2890.500488
	Iteration 20F: 3 clusters Score -365338.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -365341.687500 Penalty: 2890.500488
	Iteration 21Q: 3 clusters Score -365341.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -365343.625000 Penalty: 2890.500488
	Iteration 22Q: 3 clusters Score -365343.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -365346.968750 Penalty: 2890.500488
	Iteration 23Q: 3 clusters Score -365347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -365350.406250 Penalty: 2890.500488
	Iteration 24Q: 3 clusters Score -365350.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -365353.250000 Penalty: 2890.500488
	Iteration 25Q: 3 clusters Score -365353.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -365356.593750 Penalty: 2890.500488
	Iteration 26Q: 3 clusters Score -365356.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -365358.687500 Penalty: 2890.500488
	Iteration 27Q: 3 clusters Score -365358.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -365359.218750 Penalty: 2890.500488
	Iteration 28Q: 3 clusters Score -365359.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -365359.843750 Penalty: 2890.500488
	Iteration 29Q: 3 clusters Score -365359.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -365360.593750 Penalty: 2890.500488
	Iteration 30Q: 3 clusters Score -365360.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -365361.125000 Penalty: 2890.500488
	Iteration 31Q: 3 clusters Score -365361.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -365361.968750 Penalty: 2890.500488
	Iteration 32Q: 3 clusters Score -365362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -365362.250000 Penalty: 2890.500488
	Iteration 33Q: 3 clusters Score -365362.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -365362.250000 Penalty: 2890.500488
	Iteration 34F: 3 clusters Score -365362.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Entering Unmasked Estep 
Score: -376893.250000 Penalty: 1447.178833
	Iteration 0F: 2 clusters Score -376893.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -371400.968750 Penalty: 2894.357666
	Iteration 0F: 3 clusters Score -371401 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -373087.125000 Penalty: 2894.357666
	Iteration 1F: 3 clusters Score -373087.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -373332.468750 Penalty: 2894.357666
	Iteration 2F: 3 clusters Score -373332.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -373523.781250 Penalty: 2894.357666
	Iteration 3F: 3 clusters Score -373523.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -373670.343750 Penalty: 2894.357666
	Iteration 4Q: 3 clusters Score -373670.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -373846.750000 Penalty: 2894.357666
	Iteration 5Q: 3 clusters Score -373846.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -374061.000000 Penalty: 2894.357666
	Iteration 6Q: 3 clusters Score -374061 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -374242.937500 Penalty: 2894.357666
	Iteration 7Q: 3 clusters Score -374242.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -374408.687500 Penalty: 2894.357666
	Iteration 8Q: 3 clusters Score -374408.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -374539.843750 Penalty: 2894.357666
	Iteration 9Q: 3 clusters Score -374539.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -374638.562500 Penalty: 2894.357666
	Iteration 10Q: 3 clusters Score -374638.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -374716.406250 Penalty: 2894.357666
	Iteration 11Q: 3 clusters Score -374716.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -374777.562500 Penalty: 2894.357666
	Iteration 12Q: 3 clusters Score -374777.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -374833.468750 Penalty: 2894.357666
	Iteration 13Q: 3 clusters Score -374833.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -374896.000000 Penalty: 2894.357666
	Iteration 14Q: 3 clusters Score -374896 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -374955.187500 Penalty: 2894.357666
	Iteration 15Q: 3 clusters Score -374955.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -375009.468750 Penalty: 2894.357666
	Iteration 16Q: 3 clusters Score -375009.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -375057.875000 Penalty: 2894.357666
	Iteration 17Q: 3 clusters Score -375057.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -375101.531250 Penalty: 2894.357666
	Iteration 18Q: 3 clusters Score -375101.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -375145.562500 Penalty: 2894.357666
	Iteration 19Q: 3 clusters Score -375145.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -375208.687500 Penalty: 2894.357666
	Iteration 20F: 3 clusters Score -375208.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -375257.718750 Penalty: 2894.357666
	Iteration 21Q: 3 clusters Score -375257.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -375298.187500 Penalty: 2894.357666
	Iteration 22Q: 3 clusters Score -375298.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -375327.437500 Penalty: 2894.357666
	Iteration 23Q: 3 clusters Score -375327.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -375367.718750 Penalty: 2894.357666
	Iteration 24Q: 3 clusters Score -375367.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -375394.531250 Penalty: 2894.357666
	Iteration 25Q: 3 clusters Score -375394.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -375416.906250 Penalty: 2894.357666
	Iteration 26Q: 3 clusters Score -375416.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -375430.781250 Penalty: 2894.357666
	Iteration 27Q: 3 clusters Score -375430.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -375443.718750 Penalty: 2894.357666
	Iteration 28Q: 3 clusters Score -375443.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -375458.531250 Penalty: 2894.357666
	Iteration 29Q: 3 clusters Score -375458.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -375472.656250 Penalty: 2894.357666
	Iteration 30Q: 3 clusters Score -375472.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -375487.500000 Penalty: 2894.357666
	Iteration 31Q: 3 clusters Score -375487.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -375501.312500 Penalty: 2894.357666
	Iteration 32Q: 3 clusters Score -375501.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -375512.968750 Penalty: 2894.357666
	Iteration 33Q: 3 clusters Score -375513 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -375525.562500 Penalty: 2894.357666
	Iteration 34Q: 3 clusters Score -375525.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -375541.562500 Penalty: 2894.357666
	Iteration 35Q: 3 clusters Score -375541.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -375556.687500 Penalty: 2894.357666
	Iteration 36Q: 3 clusters Score -375556.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -375577.343750 Penalty: 2894.357666
	Iteration 37Q: 3 clusters Score -375577.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -375599.406250 Penalty: 2894.357666
	Iteration 38Q: 3 clusters Score -375599.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -375618.000000 Penalty: 2894.357666
	Iteration 39Q: 3 clusters Score -375618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -375631.187500 Penalty: 2894.357666
	Iteration 40F: 3 clusters Score -375631.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -375637.656250 Penalty: 2894.357666
	Iteration 41Q: 3 clusters Score -375637.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -375644.125000 Penalty: 2894.357666
	Iteration 42Q: 3 clusters Score -375644.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -375650.093750 Penalty: 2894.357666
	Iteration 43Q: 3 clusters Score -375650.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -375656.343750 Penalty: 2894.357666
	Iteration 44Q: 3 clusters Score -375656.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -375663.968750 Penalty: 2894.357666
	Iteration 45Q: 3 clusters Score -375664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -375670.343750 Penalty: 2894.357666
	Iteration 46Q: 3 clusters Score -375670.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -375673.718750 Penalty: 2894.357666
	Iteration 47Q: 3 clusters Score -375673.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -375679.156250 Penalty: 2894.357666
	Iteration 48Q: 3 clusters Score -375679.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -375683.343750 Penalty: 2894.357666
	Iteration 49Q: 3 clusters Score -375683.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -375691.406250 Penalty: 2894.357666
	Iteration 50Q: 3 clusters Score -375691.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -375701.812500 Penalty: 2894.357666
	Iteration 51Q: 3 clusters Score -375701.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -375707.218750 Penalty: 2894.357666
	Iteration 52Q: 3 clusters Score -375707.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -375711.437500 Penalty: 2894.357666
	Iteration 53Q: 3 clusters Score -375711.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -375714.312500 Penalty: 2894.357666
	Iteration 54Q: 3 clusters Score -375714.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -375719.718750 Penalty: 2894.357666
	Iteration 55Q: 3 clusters Score -375719.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -375720.625000 Penalty: 2894.357666
	Iteration 56Q: 3 clusters Score -375720.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -375722.093750 Penalty: 2894.357666
	Iteration 57Q: 3 clusters Score -375722.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -375724.437500 Penalty: 2894.357666
	Iteration 58Q: 3 clusters Score -375724.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -375728.250000 Penalty: 2894.357666
	Iteration 59Q: 3 clusters Score -375728.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -375730.500000 Penalty: 2894.357666
	Iteration 60F: 3 clusters Score -375730.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -375732.250000 Penalty: 2894.357666
	Iteration 61Q: 3 clusters Score -375732.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -375732.562500 Penalty: 2894.357666
	Iteration 62Q: 3 clusters Score -375732.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -375732.562500 Penalty: 2894.357666
	Iteration 63F: 3 clusters Score -375732.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Entering Unmasked Estep 
Score: -537177.750000 Penalty: 1505.349976
	Iteration 0F: 2 clusters Score -537177.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -529649.875000 Penalty: 3010.699951
	Iteration 0F: 3 clusters Score -529649.9 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -532118.250000 Penalty: 3010.699951
	Iteration 1F: 3 clusters Score -532118.2 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -532377.375000 Penalty: 3010.699951
	Iteration 2F: 3 clusters Score -532377.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -532597.562500 Penalty: 3010.699951
	Iteration 3F: 3 clusters Score -532597.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -532793.125000 Penalty: 3010.699951
	Iteration 4Q: 3 clusters Score -532793.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -532986.937500 Penalty: 3010.699951
	Iteration 5Q: 3 clusters Score -532986.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -533223.437500 Penalty: 3010.699951
	Iteration 6Q: 3 clusters Score -533223.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -533494.375000 Penalty: 3010.699951
	Iteration 7Q: 3 clusters Score -533494.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -533812.687500 Penalty: 3010.699951
	Iteration 8Q: 3 clusters Score -533812.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -534208.375000 Penalty: 3010.699951
	Iteration 9Q: 3 clusters Score -534208.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -534628.125000 Penalty: 3010.699951
	Iteration 10Q: 3 clusters Score -534628.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -534964.500000 Penalty: 3010.699951
	Iteration 11Q: 3 clusters Score -534964.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -535216.500000 Penalty: 3010.699951
	Iteration 12Q: 3 clusters Score -535216.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -535365.562500 Penalty: 3010.699951
	Iteration 13Q: 3 clusters Score -535365.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -535460.000000 Penalty: 3010.699951
	Iteration 14Q: 3 clusters Score -535460 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -535509.875000 Penalty: 3010.699951
	Iteration 15Q: 3 clusters Score -535509.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -535535.000000 Penalty: 3010.699951
	Iteration 16Q: 3 clusters Score -535535 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -535554.500000 Penalty: 3010.699951
	Iteration 17Q: 3 clusters Score -535554.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -535567.500000 Penalty: 3010.699951
	Iteration 18Q: 3 clusters Score -535567.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -535579.000000 Penalty: 3010.699951
	Iteration 19Q: 3 clusters Score -535579 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -535590.062500 Penalty: 3010.699951
	Iteration 20F: 3 clusters Score -535590.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -535598.937500 Penalty: 3010.699951
	Iteration 21Q: 3 clusters Score -535598.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -535611.812500 Penalty: 3010.699951
	Iteration 22Q: 3 clusters Score -535611.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -535620.375000 Penalty: 3010.699951
	Iteration 23Q: 3 clusters Score -535620.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -535630.875000 Penalty: 3010.699951
	Iteration 24Q: 3 clusters Score -535630.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -535641.000000 Penalty: 3010.699951
	Iteration 25Q: 3 clusters Score -535641 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -535653.500000 Penalty: 3010.699951
	Iteration 26Q: 3 clusters Score -535653.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -535664.375000 Penalty: 3010.699951
	Iteration 27Q: 3 clusters Score -535664.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -535669.312500 Penalty: 3010.699951
	Iteration 28Q: 3 clusters Score -535669.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -535673.625000 Penalty: 3010.699951
	Iteration 29Q: 3 clusters Score -535673.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -535680.250000 Penalty: 3010.699951
	Iteration 30Q: 3 clusters Score -535680.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -535683.625000 Penalty: 3010.699951
	Iteration 31Q: 3 clusters Score -535683.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -535687.562500 Penalty: 3010.699951
	Iteration 32Q: 3 clusters Score -535687.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -535692.937500 Penalty: 3010.699951
	Iteration 33Q: 3 clusters Score -535692.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -535699.250000 Penalty: 3010.699951
	Iteration 34Q: 3 clusters Score -535699.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -535704.250000 Penalty: 3010.699951
	Iteration 35Q: 3 clusters Score -535704.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -535706.062500 Penalty: 3010.699951
	Iteration 36Q: 3 clusters Score -535706.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -535710.062500 Penalty: 3010.699951
	Iteration 37Q: 3 clusters Score -535710.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -535714.500000 Penalty: 3010.699951
	Iteration 38Q: 3 clusters Score -535714.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -535718.125000 Penalty: 3010.699951
	Iteration 39Q: 3 clusters Score -535718.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -535722.750000 Penalty: 3010.699951
	Iteration 40F: 3 clusters Score -535722.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -535725.562500 Penalty: 3010.699951
	Iteration 41Q: 3 clusters Score -535725.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -535728.500000 Penalty: 3010.699951
	Iteration 42Q: 3 clusters Score -535728.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -535730.937500 Penalty: 3010.699951
	Iteration 43Q: 3 clusters Score -535730.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -535732.187500 Penalty: 3010.699951
	Iteration 44Q: 3 clusters Score -535732.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -535735.312500 Penalty: 3010.699951
	Iteration 45Q: 3 clusters Score -535735.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -535736.437500 Penalty: 3010.699951
	Iteration 46Q: 3 clusters Score -535736.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -535741.312500 Penalty: 3010.699951
	Iteration 47Q: 3 clusters Score -535741.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -535742.812500 Penalty: 3010.699951
	Iteration 48Q: 3 clusters Score -535742.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -535745.062500 Penalty: 3010.699951
	Iteration 49Q: 3 clusters Score -535745.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -535746.312500 Penalty: 3010.699951
	Iteration 50Q: 3 clusters Score -535746.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -535748.312500 Penalty: 3010.699951
	Iteration 51Q: 3 clusters Score -535748.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -535749.000000 Penalty: 3010.699951
	Iteration 52Q: 3 clusters Score -535749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -535752.500000 Penalty: 3010.699951
	Iteration 53Q: 3 clusters Score -535752.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -535755.437500 Penalty: 3010.699951
	Iteration 54Q: 3 clusters Score -535755.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -535756.375000 Penalty: 3010.699951
	Iteration 55Q: 3 clusters Score -535756.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -535760.562500 Penalty: 3010.699951
	Iteration 56Q: 3 clusters Score -535760.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -535761.125000 Penalty: 3010.699951
	Iteration 57Q: 3 clusters Score -535761.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -535762.312500 Penalty: 3010.699951
	Iteration 58Q: 3 clusters Score -535762.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -535763.250000 Penalty: 3010.699951
	Iteration 59Q: 3 clusters Score -535763.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -535764.750000 Penalty: 3010.699951
	Iteration 60F: 3 clusters Score -535764.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Entering Unmasked Estep 
Score: -3228529.500000 Penalty: 1788.371216
	Iteration 0F: 2 clusters Score -3228530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -3188326.000000 Penalty: 3576.742432
	Iteration 0F: 3 clusters Score -3188326 nChanged 28241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -3204137.250000 Penalty: 3576.742432
	Iteration 1F: 3 clusters Score -3204137 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -3204587.750000 Penalty: 3576.742432
	Iteration 2Q: 3 clusters Score -3204588 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -3205068.000000 Penalty: 3576.742432
	Iteration 3Q: 3 clusters Score -3205068 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -3205611.000000 Penalty: 3576.742432
	Iteration 4Q: 3 clusters Score -3205611 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -3206369.500000 Penalty: 3576.742432
	Iteration 5Q: 3 clusters Score -3206370 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -3207633.750000 Penalty: 3576.742432
	Iteration 6Q: 3 clusters Score -3207634 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -3209537.250000 Penalty: 3576.742432
	Iteration 7F: 3 clusters Score -3209537 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -3212078.500000 Penalty: 3576.742432
	Iteration 8F: 3 clusters Score -3212078 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -3214963.500000 Penalty: 3576.742432
	Iteration 9F: 3 clusters Score -3214964 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -3217729.750000 Penalty: 3576.742432
	Iteration 10F: 3 clusters Score -3217730 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -3220219.250000 Penalty: 3576.742432
	Iteration 11F: 3 clusters Score -3220219 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 55375 members 
Entering Unmasked Estep 
Score: -3222387.750000 Penalty: 3576.742432
	Iteration 12Q: 3 clusters Score -3222388 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 57392 members 
Entering Unmasked Estep 
Score: -3224283.000000 Penalty: 3576.742432
	Iteration 13Q: 3 clusters Score -3224283 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 58796 members 
Entering Unmasked Estep 
Score: -3225595.750000 Penalty: 3576.742432
	Iteration 14Q: 3 clusters Score -3225596 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 59561 members 
Entering Unmasked Estep 
Score: -3226351.500000 Penalty: 3576.742432
	Iteration 15Q: 3 clusters Score -3226352 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -3226684.750000 Penalty: 3576.742432
	Iteration 16Q: 3 clusters Score -3226685 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 59962 members 
Entering Unmasked Estep 
Score: -3226811.750000 Penalty: 3576.742432
	Iteration 17Q: 3 clusters Score -3226812 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 59994 members 
Entering Unmasked Estep 
Score: -3226873.500000 Penalty: 3576.742432
	Iteration 18Q: 3 clusters Score -3226874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 60011 members 
Entering Unmasked Estep 
Score: -3226900.500000 Penalty: 3576.742432
	Iteration 19Q: 3 clusters Score -3226900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 60016 members 
Entering Unmasked Estep 
Score: -3226916.500000 Penalty: 3576.742432
	Iteration 20F: 3 clusters Score -3226916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 60024 members 
Entering Unmasked Estep 
Score: -3226926.500000 Penalty: 3576.742432
	Iteration 21Q: 3 clusters Score -3226926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 60029 members 
Entering Unmasked Estep 
Score: -3226936.500000 Penalty: 3576.742432
	Iteration 22Q: 3 clusters Score -3226936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 60030 members 
Entering Unmasked Estep 
Score: -3226948.500000 Penalty: 3576.742432
	Iteration 23Q: 3 clusters Score -3226948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 60029 members 
Entering Unmasked Estep 
Score: -3226952.500000 Penalty: 3576.742432
	Iteration 24Q: 3 clusters Score -3226952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 60030 members 
Entering Unmasked Estep 
Score: -3226954.000000 Penalty: 3576.742432
	Iteration 25Q: 3 clusters Score -3226954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 60031 members 
Entering Unmasked Estep 
Score: -3226953.500000 Penalty: 3576.742432
	Iteration 26Q: 3 clusters Score -3226954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 60032 members 
Entering Unmasked Estep 
Score: -3226954.500000 Penalty: 3576.742432
	Iteration 27Q: 3 clusters Score -3226954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 60032 members 
Entering Unmasked Estep 
Score: -3226954.500000 Penalty: 3576.742432
	Iteration 28F: 3 clusters Score -3226954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Entering Unmasked Estep 
Score: -1493184.500000 Penalty: 1667.495728
	Iteration 0F: 2 clusters Score -1493184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1474120.250000 Penalty: 3334.991455
	Iteration 0F: 3 clusters Score -1474120 nChanged 13039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1481183.875000 Penalty: 3334.991455
	Iteration 1F: 3 clusters Score -1481184 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1481466.750000 Penalty: 3334.991455
	Iteration 2Q: 3 clusters Score -1481467 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1481759.250000 Penalty: 3334.991455
	Iteration 3Q: 3 clusters Score -1481759 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1482029.750000 Penalty: 3334.991455
	Iteration 4Q: 3 clusters Score -1482030 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1482291.875000 Penalty: 3334.991455
	Iteration 5Q: 3 clusters Score -1482292 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1482614.375000 Penalty: 3334.991455
	Iteration 6Q: 3 clusters Score -1482614 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1482990.125000 Penalty: 3334.991455
	Iteration 7Q: 3 clusters Score -1482990 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1483478.000000 Penalty: 3334.991455
	Iteration 8Q: 3 clusters Score -1483478 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1484137.125000 Penalty: 3334.991455
	Iteration 9Q: 3 clusters Score -1484137 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1484847.500000 Penalty: 3334.991455
	Iteration 10Q: 3 clusters Score -1484848 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1485491.000000 Penalty: 3334.991455
	Iteration 11Q: 3 clusters Score -1485491 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1486142.625000 Penalty: 3334.991455
	Iteration 12Q: 3 clusters Score -1486143 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1486829.250000 Penalty: 3334.991455
	Iteration 13Q: 3 clusters Score -1486829 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -1487525.750000 Penalty: 3334.991455
	Iteration 14Q: 3 clusters Score -1487526 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1488169.750000 Penalty: 3334.991455
	Iteration 15Q: 3 clusters Score -1488170 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -1488696.750000 Penalty: 3334.991455
	Iteration 16Q: 3 clusters Score -1488697 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -1489010.250000 Penalty: 3334.991455
	Iteration 17Q: 3 clusters Score -1489010 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -1489203.375000 Penalty: 3334.991455
	Iteration 18Q: 3 clusters Score -1489203 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -1489346.125000 Penalty: 3334.991455
	Iteration 19Q: 3 clusters Score -1489346 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -1489442.750000 Penalty: 3334.991455
	Iteration 20F: 3 clusters Score -1489443 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -1489518.125000 Penalty: 3334.991455
	Iteration 21Q: 3 clusters Score -1489518 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -1489599.500000 Penalty: 3334.991455
	Iteration 22Q: 3 clusters Score -1489600 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -1489673.250000 Penalty: 3334.991455
	Iteration 23Q: 3 clusters Score -1489673 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -1489773.000000 Penalty: 3334.991455
	Iteration 24Q: 3 clusters Score -1489773 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -1489850.875000 Penalty: 3334.991455
	Iteration 25Q: 3 clusters Score -1489851 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -1489970.875000 Penalty: 3334.991455
	Iteration 26Q: 3 clusters Score -1489971 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -1490079.625000 Penalty: 3334.991455
	Iteration 27Q: 3 clusters Score -1490080 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -1490215.125000 Penalty: 3334.991455
	Iteration 28Q: 3 clusters Score -1490215 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -1490343.625000 Penalty: 3334.991455
	Iteration 29Q: 3 clusters Score -1490344 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -1490483.250000 Penalty: 3334.991455
	Iteration 30Q: 3 clusters Score -1490483 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -1490636.250000 Penalty: 3334.991455
	Iteration 31Q: 3 clusters Score -1490636 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -1490798.000000 Penalty: 3334.991455
	Iteration 32Q: 3 clusters Score -1490798 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -1490988.625000 Penalty: 3334.991455
	Iteration 33Q: 3 clusters Score -1490989 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -1491176.375000 Penalty: 3334.991455
	Iteration 34Q: 3 clusters Score -1491176 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -1491347.125000 Penalty: 3334.991455
	Iteration 35Q: 3 clusters Score -1491347 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -1491498.375000 Penalty: 3334.991455
	Iteration 36Q: 3 clusters Score -1491498 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -1491616.875000 Penalty: 3334.991455
	Iteration 37Q: 3 clusters Score -1491617 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -1491728.500000 Penalty: 3334.991455
	Iteration 38Q: 3 clusters Score -1491728 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -1491840.750000 Penalty: 3334.991455
	Iteration 39Q: 3 clusters Score -1491841 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -1491931.625000 Penalty: 3334.991455
	Iteration 40F: 3 clusters Score -1491932 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -1492009.750000 Penalty: 3334.991455
	Iteration 41Q: 3 clusters Score -1492010 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -1492068.375000 Penalty: 3334.991455
	Iteration 42Q: 3 clusters Score -1492068 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -1492107.250000 Penalty: 3334.991455
	Iteration 43Q: 3 clusters Score -1492107 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -1492141.750000 Penalty: 3334.991455
	Iteration 44Q: 3 clusters Score -1492142 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -1492160.875000 Penalty: 3334.991455
	Iteration 45Q: 3 clusters Score -1492161 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -1492177.875000 Penalty: 3334.991455
	Iteration 46Q: 3 clusters Score -1492178 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -1492184.375000 Penalty: 3334.991455
	Iteration 47Q: 3 clusters Score -1492184 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -1492193.500000 Penalty: 3334.991455
	Iteration 48Q: 3 clusters Score -1492194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -1492202.125000 Penalty: 3334.991455
	Iteration 49Q: 3 clusters Score -1492202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -1492216.125000 Penalty: 3334.991455
	Iteration 50Q: 3 clusters Score -1492216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -1492218.000000 Penalty: 3334.991455
	Iteration 51Q: 3 clusters Score -1492218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -1492221.875000 Penalty: 3334.991455
	Iteration 52Q: 3 clusters Score -1492222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -1492225.250000 Penalty: 3334.991455
	Iteration 53Q: 3 clusters Score -1492225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -1492226.500000 Penalty: 3334.991455
	Iteration 54Q: 3 clusters Score -1492226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -1492231.625000 Penalty: 3334.991455
	Iteration 55Q: 3 clusters Score -1492232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -1492235.375000 Penalty: 3334.991455
	Iteration 56Q: 3 clusters Score -1492235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -1492233.500000 Penalty: 3334.991455
	Iteration 57Q: 3 clusters Score -1492234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -1492236.250000 Penalty: 3334.991455
	Iteration 58Q: 3 clusters Score -1492236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -1492242.125000 Penalty: 3334.991455
	Iteration 59Q: 3 clusters Score -1492242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -1492241.125000 Penalty: 3334.991455
	Iteration 60F: 3 clusters Score -1492241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -1492242.750000 Penalty: 3334.991455
	Iteration 61Q: 3 clusters Score -1492243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -1492243.750000 Penalty: 3334.991455
	Iteration 62Q: 3 clusters Score -1492244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -1492250.625000 Penalty: 3334.991455
	Iteration 63Q: 3 clusters Score -1492251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -1492249.250000 Penalty: 3334.991455
	Iteration 64Q: 3 clusters Score -1492249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -1492245.875000 Penalty: 3334.991455
	Iteration 65Q: 3 clusters Score -1492246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -1492249.625000 Penalty: 3334.991455
	Iteration 66Q: 3 clusters Score -1492250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -1492249.250000 Penalty: 3334.991455
	Iteration 67Q: 3 clusters Score -1492249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -1492247.750000 Penalty: 3334.991455
	Iteration 68Q: 3 clusters Score -1492248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -1492250.375000 Penalty: 3334.991455
	Iteration 69Q: 3 clusters Score -1492250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -1492249.750000 Penalty: 3334.991455
	Iteration 70Q: 3 clusters Score -1492250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -1492250.625000 Penalty: 3334.991455
	Iteration 71Q: 3 clusters Score -1492251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -1492252.375000 Penalty: 3334.991455
	Iteration 72Q: 3 clusters Score -1492252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -1492253.375000 Penalty: 3334.991455
	Iteration 73Q: 3 clusters Score -1492253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -1492253.500000 Penalty: 3334.991455
	Iteration 74Q: 3 clusters Score -1492254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -1492252.125000 Penalty: 3334.991455
	Iteration 75Q: 3 clusters Score -1492252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -1492255.875000 Penalty: 3334.991455
	Iteration 76Q: 3 clusters Score -1492256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -1492256.750000 Penalty: 3334.991455
	Iteration 77Q: 3 clusters Score -1492257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -1492255.125000 Penalty: 3334.991455
	Iteration 78Q: 3 clusters Score -1492255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -1492255.125000 Penalty: 3334.991455
	Iteration 79F: 3 clusters Score -1492255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Entering Unmasked Estep 
Score: -1665272.500000 Penalty: 1687.304199
	Iteration 0F: 2 clusters Score -1665272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -1643403.000000 Penalty: 3374.608398
	Iteration 0F: 3 clusters Score -1643403 nChanged 15020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1651613.875000 Penalty: 3374.608398
	Iteration 1F: 3 clusters Score -1651614 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -1651995.500000 Penalty: 3374.608398
	Iteration 2Q: 3 clusters Score -1651996 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -1652354.250000 Penalty: 3374.608398
	Iteration 3Q: 3 clusters Score -1652354 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1652751.375000 Penalty: 3374.608398
	Iteration 4Q: 3 clusters Score -1652751 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1653174.625000 Penalty: 3374.608398
	Iteration 5Q: 3 clusters Score -1653175 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1653629.250000 Penalty: 3374.608398
	Iteration 6Q: 3 clusters Score -1653629 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1654097.500000 Penalty: 3374.608398
	Iteration 7Q: 3 clusters Score -1654098 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1654703.000000 Penalty: 3374.608398
	Iteration 8Q: 3 clusters Score -1654703 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1655473.125000 Penalty: 3374.608398
	Iteration 9Q: 3 clusters Score -1655473 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1656402.125000 Penalty: 3374.608398
	Iteration 10Q: 3 clusters Score -1656402 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1657458.250000 Penalty: 3374.608398
	Iteration 11Q: 3 clusters Score -1657458 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1658423.125000 Penalty: 3374.608398
	Iteration 12Q: 3 clusters Score -1658423 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1659172.500000 Penalty: 3374.608398
	Iteration 13Q: 3 clusters Score -1659172 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1659714.375000 Penalty: 3374.608398
	Iteration 14Q: 3 clusters Score -1659714 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1660146.250000 Penalty: 3374.608398
	Iteration 15Q: 3 clusters Score -1660146 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1660551.000000 Penalty: 3374.608398
	Iteration 16Q: 3 clusters Score -1660551 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1660925.750000 Penalty: 3374.608398
	Iteration 17Q: 3 clusters Score -1660926 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1661297.125000 Penalty: 3374.608398
	Iteration 18Q: 3 clusters Score -1661297 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1661657.875000 Penalty: 3374.608398
	Iteration 19Q: 3 clusters Score -1661658 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1662015.625000 Penalty: 3374.608398
	Iteration 20F: 3 clusters Score -1662016 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1662349.500000 Penalty: 3374.608398
	Iteration 21Q: 3 clusters Score -1662350 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1662673.750000 Penalty: 3374.608398
	Iteration 22Q: 3 clusters Score -1662674 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1662926.750000 Penalty: 3374.608398
	Iteration 23Q: 3 clusters Score -1662927 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1663163.500000 Penalty: 3374.608398
	Iteration 24Q: 3 clusters Score -1663164 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1663382.125000 Penalty: 3374.608398
	Iteration 25Q: 3 clusters Score -1663382 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1663537.250000 Penalty: 3374.608398
	Iteration 26Q: 3 clusters Score -1663537 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1663627.375000 Penalty: 3374.608398
	Iteration 27Q: 3 clusters Score -1663627 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1663697.125000 Penalty: 3374.608398
	Iteration 28Q: 3 clusters Score -1663697 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1663737.250000 Penalty: 3374.608398
	Iteration 29Q: 3 clusters Score -1663737 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1663766.125000 Penalty: 3374.608398
	Iteration 30Q: 3 clusters Score -1663766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1663785.750000 Penalty: 3374.608398
	Iteration 31Q: 3 clusters Score -1663786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1663799.375000 Penalty: 3374.608398
	Iteration 32Q: 3 clusters Score -1663799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1663806.875000 Penalty: 3374.608398
	Iteration 33Q: 3 clusters Score -1663807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1663814.875000 Penalty: 3374.608398
	Iteration 34Q: 3 clusters Score -1663815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1663818.250000 Penalty: 3374.608398
	Iteration 35Q: 3 clusters Score -1663818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1663828.500000 Penalty: 3374.608398
	Iteration 36Q: 3 clusters Score -1663828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1663836.375000 Penalty: 3374.608398
	Iteration 37Q: 3 clusters Score -1663836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1663842.125000 Penalty: 3374.608398
	Iteration 38Q: 3 clusters Score -1663842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1663844.125000 Penalty: 3374.608398
	Iteration 39Q: 3 clusters Score -1663844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1663852.000000 Penalty: 3374.608398
	Iteration 40F: 3 clusters Score -1663852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1663853.125000 Penalty: 3374.608398
	Iteration 41Q: 3 clusters Score -1663853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1663860.250000 Penalty: 3374.608398
	Iteration 42Q: 3 clusters Score -1663860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1663862.750000 Penalty: 3374.608398
	Iteration 43Q: 3 clusters Score -1663863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1663861.125000 Penalty: 3374.608398
	Iteration 44Q: 3 clusters Score -1663861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1663862.750000 Penalty: 3374.608398
	Iteration 45Q: 3 clusters Score -1663863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1663864.250000 Penalty: 3374.608398
	Iteration 46Q: 3 clusters Score -1663864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1663865.750000 Penalty: 3374.608398
	Iteration 47Q: 3 clusters Score -1663866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1663867.000000 Penalty: 3374.608398
	Iteration 48Q: 3 clusters Score -1663867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1663869.500000 Penalty: 3374.608398
	Iteration 49Q: 3 clusters Score -1663870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1663870.500000 Penalty: 3374.608398
	Iteration 50Q: 3 clusters Score -1663870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1663869.750000 Penalty: 3374.608398
	Iteration 51Q: 3 clusters Score -1663870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1663871.000000 Penalty: 3374.608398
	Iteration 52Q: 3 clusters Score -1663871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1663873.250000 Penalty: 3374.608398
	Iteration 53Q: 3 clusters Score -1663873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1663874.750000 Penalty: 3374.608398
	Iteration 54Q: 3 clusters Score -1663875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1663880.250000 Penalty: 3374.608398
	Iteration 55Q: 3 clusters Score -1663880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1663880.875000 Penalty: 3374.608398
	Iteration 56Q: 3 clusters Score -1663881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1663882.375000 Penalty: 3374.608398
	Iteration 57Q: 3 clusters Score -1663882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1663884.125000 Penalty: 3374.608398
	Iteration 58Q: 3 clusters Score -1663884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1663886.625000 Penalty: 3374.608398
	Iteration 59Q: 3 clusters Score -1663887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1663889.750000 Penalty: 3374.608398
	Iteration 60F: 3 clusters Score -1663890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1663892.875000 Penalty: 3374.608398
	Iteration 61Q: 3 clusters Score -1663893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1663891.750000 Penalty: 3374.608398
	Iteration 62Q: 3 clusters Score -1663892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1663893.500000 Penalty: 3374.608398
	Iteration 63Q: 3 clusters Score -1663894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1663892.250000 Penalty: 3374.608398
	Iteration 64Q: 3 clusters Score -1663892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1663892.250000 Penalty: 3374.608398
	Iteration 65F: 3 clusters Score -1663892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Entering Unmasked Estep 
Score: -456259.062500 Penalty: 1470.805420
	Iteration 0F: 2 clusters Score -456259.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -450060.531250 Penalty: 2941.610840
	Iteration 0F: 3 clusters Score -450060.5 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -452050.156250 Penalty: 2941.610840
	Iteration 1F: 3 clusters Score -452050.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -452258.437500 Penalty: 2941.610840
	Iteration 2F: 3 clusters Score -452258.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -452410.218750 Penalty: 2941.610840
	Iteration 3Q: 3 clusters Score -452410.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -452536.406250 Penalty: 2941.610840
	Iteration 4Q: 3 clusters Score -452536.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -452636.718750 Penalty: 2941.610840
	Iteration 5Q: 3 clusters Score -452636.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -452737.937500 Penalty: 2941.610840
	Iteration 6Q: 3 clusters Score -452737.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -452845.250000 Penalty: 2941.610840
	Iteration 7Q: 3 clusters Score -452845.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -452949.937500 Penalty: 2941.610840
	Iteration 8Q: 3 clusters Score -452949.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -453054.593750 Penalty: 2941.610840
	Iteration 9Q: 3 clusters Score -453054.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -453199.437500 Penalty: 2941.610840
	Iteration 10Q: 3 clusters Score -453199.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -453393.156250 Penalty: 2941.610840
	Iteration 11Q: 3 clusters Score -453393.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -453604.875000 Penalty: 2941.610840
	Iteration 12Q: 3 clusters Score -453604.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -453821.343750 Penalty: 2941.610840
	Iteration 13Q: 3 clusters Score -453821.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -454025.718750 Penalty: 2941.610840
	Iteration 14Q: 3 clusters Score -454025.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -454232.125000 Penalty: 2941.610840
	Iteration 15Q: 3 clusters Score -454232.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -454411.031250 Penalty: 2941.610840
	Iteration 16Q: 3 clusters Score -454411 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -454569.875000 Penalty: 2941.610840
	Iteration 17Q: 3 clusters Score -454569.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -454693.375000 Penalty: 2941.610840
	Iteration 18Q: 3 clusters Score -454693.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -454781.062500 Penalty: 2941.610840
	Iteration 19Q: 3 clusters Score -454781.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -454846.781250 Penalty: 2941.610840
	Iteration 20F: 3 clusters Score -454846.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -454870.875000 Penalty: 2941.610840
	Iteration 21Q: 3 clusters Score -454870.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -454887.562500 Penalty: 2941.610840
	Iteration 22Q: 3 clusters Score -454887.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -454901.843750 Penalty: 2941.610840
	Iteration 23Q: 3 clusters Score -454901.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -454911.406250 Penalty: 2941.610840
	Iteration 24Q: 3 clusters Score -454911.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -454920.125000 Penalty: 2941.610840
	Iteration 25Q: 3 clusters Score -454920.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -454927.281250 Penalty: 2941.610840
	Iteration 26Q: 3 clusters Score -454927.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -454935.875000 Penalty: 2941.610840
	Iteration 27Q: 3 clusters Score -454935.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -454945.625000 Penalty: 2941.610840
	Iteration 28Q: 3 clusters Score -454945.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -454953.812500 Penalty: 2941.610840
	Iteration 29Q: 3 clusters Score -454953.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -454959.656250 Penalty: 2941.610840
	Iteration 30Q: 3 clusters Score -454959.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -454960.375000 Penalty: 2941.610840
	Iteration 31Q: 3 clusters Score -454960.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -454963.343750 Penalty: 2941.610840
	Iteration 32Q: 3 clusters Score -454963.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -454964.468750 Penalty: 2941.610840
	Iteration 33Q: 3 clusters Score -454964.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -454965.125000 Penalty: 2941.610840
	Iteration 34Q: 3 clusters Score -454965.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -454967.781250 Penalty: 2941.610840
	Iteration 35Q: 3 clusters Score -454967.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -454973.781250 Penalty: 2941.610840
	Iteration 36Q: 3 clusters Score -454973.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -454978.531250 Penalty: 2941.610840
	Iteration 37Q: 3 clusters Score -454978.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -454981.687500 Penalty: 2941.610840
	Iteration 38Q: 3 clusters Score -454981.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -454986.375000 Penalty: 2941.610840
	Iteration 39Q: 3 clusters Score -454986.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -454991.000000 Penalty: 2941.610840
	Iteration 40F: 3 clusters Score -454991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -454994.312500 Penalty: 2941.610840
	Iteration 41Q: 3 clusters Score -454994.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -454994.312500 Penalty: 2941.610840
	Iteration 42F: 3 clusters Score -454994.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Entering Unmasked Estep 
Score: -428175.156250 Penalty: 1477.414551
	Iteration 0F: 2 clusters Score -428175.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -421683.687500 Penalty: 2954.829102
	Iteration 0F: 3 clusters Score -421683.7 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -423774.968750 Penalty: 2954.829102
	Iteration 1F: 3 clusters Score -423775 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -424148.437500 Penalty: 2954.829102
	Iteration 2F: 3 clusters Score -424148.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -424511.250000 Penalty: 2954.829102
	Iteration 3F: 3 clusters Score -424511.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -424922.656250 Penalty: 2954.829102
	Iteration 4F: 3 clusters Score -424922.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -425224.843750 Penalty: 2954.829102
	Iteration 5F: 3 clusters Score -425224.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -425434.125000 Penalty: 2954.829102
	Iteration 6Q: 3 clusters Score -425434.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -425621.812500 Penalty: 2954.829102
	Iteration 7Q: 3 clusters Score -425621.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -425799.875000 Penalty: 2954.829102
	Iteration 8Q: 3 clusters Score -425799.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -425983.468750 Penalty: 2954.829102
	Iteration 9Q: 3 clusters Score -425983.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -426183.500000 Penalty: 2954.829102
	Iteration 10Q: 3 clusters Score -426183.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -426420.187500 Penalty: 2954.829102
	Iteration 11Q: 3 clusters Score -426420.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -426705.000000 Penalty: 2954.829102
	Iteration 12Q: 3 clusters Score -426705 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -427030.000000 Penalty: 2954.829102
	Iteration 13Q: 3 clusters Score -427030 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -427279.656250 Penalty: 2954.829102
	Iteration 14Q: 3 clusters Score -427279.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -427473.000000 Penalty: 2954.829102
	Iteration 15Q: 3 clusters Score -427473 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -427638.000000 Penalty: 2954.829102
	Iteration 16Q: 3 clusters Score -427638 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -427744.937500 Penalty: 2954.829102
	Iteration 17Q: 3 clusters Score -427744.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -427835.718750 Penalty: 2954.829102
	Iteration 18Q: 3 clusters Score -427835.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -427915.125000 Penalty: 2954.829102
	Iteration 19Q: 3 clusters Score -427915.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -427998.218750 Penalty: 2954.829102
	Iteration 20F: 3 clusters Score -427998.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -428054.625000 Penalty: 2954.829102
	Iteration 21Q: 3 clusters Score -428054.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -428094.062500 Penalty: 2954.829102
	Iteration 22Q: 3 clusters Score -428094.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -428116.843750 Penalty: 2954.829102
	Iteration 23Q: 3 clusters Score -428116.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -428130.437500 Penalty: 2954.829102
	Iteration 24Q: 3 clusters Score -428130.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -428136.437500 Penalty: 2954.829102
	Iteration 25Q: 3 clusters Score -428136.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -428143.437500 Penalty: 2954.829102
	Iteration 26Q: 3 clusters Score -428143.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -428147.187500 Penalty: 2954.829102
	Iteration 27Q: 3 clusters Score -428147.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -428148.937500 Penalty: 2954.829102
	Iteration 28Q: 3 clusters Score -428148.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -428152.281250 Penalty: 2954.829102
	Iteration 29Q: 3 clusters Score -428152.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -428154.687500 Penalty: 2954.829102
	Iteration 30Q: 3 clusters Score -428154.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -428157.250000 Penalty: 2954.829102
	Iteration 31Q: 3 clusters Score -428157.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -428157.062500 Penalty: 2954.829102
	Iteration 32Q: 3 clusters Score -428157.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -428157.062500 Penalty: 2954.829102
	Iteration 33F: 3 clusters Score -428157.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Entering Unmasked Estep 
Score: -825771.437500 Penalty: 1564.699341
	Iteration 0F: 2 clusters Score -825771.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -815189.625000 Penalty: 3129.398682
	Iteration 0F: 3 clusters Score -815189.6 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -818839.000000 Penalty: 3129.398682
	Iteration 1F: 3 clusters Score -818839 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -819125.687500 Penalty: 3129.398682
	Iteration 2F: 3 clusters Score -819125.7 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -819361.187500 Penalty: 3129.398682
	Iteration 3Q: 3 clusters Score -819361.2 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -819600.750000 Penalty: 3129.398682
	Iteration 4Q: 3 clusters Score -819600.8 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -819852.937500 Penalty: 3129.398682
	Iteration 5Q: 3 clusters Score -819852.9 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -820112.562500 Penalty: 3129.398682
	Iteration 6Q: 3 clusters Score -820112.6 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -820407.187500 Penalty: 3129.398682
	Iteration 7Q: 3 clusters Score -820407.2 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -820839.750000 Penalty: 3129.398682
	Iteration 8Q: 3 clusters Score -820839.8 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -821340.875000 Penalty: 3129.398682
	Iteration 9Q: 3 clusters Score -821340.9 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -821896.562500 Penalty: 3129.398682
	Iteration 10Q: 3 clusters Score -821896.6 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -822431.500000 Penalty: 3129.398682
	Iteration 11Q: 3 clusters Score -822431.5 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -822781.875000 Penalty: 3129.398682
	Iteration 12Q: 3 clusters Score -822781.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -822979.000000 Penalty: 3129.398682
	Iteration 13Q: 3 clusters Score -822979 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -823103.625000 Penalty: 3129.398682
	Iteration 14Q: 3 clusters Score -823103.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -823206.562500 Penalty: 3129.398682
	Iteration 15Q: 3 clusters Score -823206.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -823290.937500 Penalty: 3129.398682
	Iteration 16Q: 3 clusters Score -823290.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -823364.812500 Penalty: 3129.398682
	Iteration 17Q: 3 clusters Score -823364.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -823439.312500 Penalty: 3129.398682
	Iteration 18Q: 3 clusters Score -823439.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -823520.000000 Penalty: 3129.398682
	Iteration 19Q: 3 clusters Score -823520 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -823597.875000 Penalty: 3129.398682
	Iteration 20F: 3 clusters Score -823597.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -823672.625000 Penalty: 3129.398682
	Iteration 21Q: 3 clusters Score -823672.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -823747.062500 Penalty: 3129.398682
	Iteration 22Q: 3 clusters Score -823747.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -823821.062500 Penalty: 3129.398682
	Iteration 23Q: 3 clusters Score -823821.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -823890.125000 Penalty: 3129.398682
	Iteration 24Q: 3 clusters Score -823890.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -823946.875000 Penalty: 3129.398682
	Iteration 25Q: 3 clusters Score -823946.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -824005.500000 Penalty: 3129.398682
	Iteration 26Q: 3 clusters Score -824005.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -824051.562500 Penalty: 3129.398682
	Iteration 27Q: 3 clusters Score -824051.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -824094.500000 Penalty: 3129.398682
	Iteration 28Q: 3 clusters Score -824094.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -824133.125000 Penalty: 3129.398682
	Iteration 29Q: 3 clusters Score -824133.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -824167.375000 Penalty: 3129.398682
	Iteration 30Q: 3 clusters Score -824167.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -824199.625000 Penalty: 3129.398682
	Iteration 31Q: 3 clusters Score -824199.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -824228.375000 Penalty: 3129.398682
	Iteration 32Q: 3 clusters Score -824228.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -824254.437500 Penalty: 3129.398682
	Iteration 33Q: 3 clusters Score -824254.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -824275.937500 Penalty: 3129.398682
	Iteration 34Q: 3 clusters Score -824275.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -824291.625000 Penalty: 3129.398682
	Iteration 35Q: 3 clusters Score -824291.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -824307.625000 Penalty: 3129.398682
	Iteration 36Q: 3 clusters Score -824307.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -824325.312500 Penalty: 3129.398682
	Iteration 37Q: 3 clusters Score -824325.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -824338.125000 Penalty: 3129.398682
	Iteration 38Q: 3 clusters Score -824338.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -824345.250000 Penalty: 3129.398682
	Iteration 39Q: 3 clusters Score -824345.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -824354.312500 Penalty: 3129.398682
	Iteration 40F: 3 clusters Score -824354.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -824363.562500 Penalty: 3129.398682
	Iteration 41Q: 3 clusters Score -824363.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -824369.187500 Penalty: 3129.398682
	Iteration 42Q: 3 clusters Score -824369.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -824378.375000 Penalty: 3129.398682
	Iteration 43Q: 3 clusters Score -824378.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -824388.062500 Penalty: 3129.398682
	Iteration 44Q: 3 clusters Score -824388.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -824396.437500 Penalty: 3129.398682
	Iteration 45Q: 3 clusters Score -824396.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -824408.187500 Penalty: 3129.398682
	Iteration 46Q: 3 clusters Score -824408.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -824415.062500 Penalty: 3129.398682
	Iteration 47Q: 3 clusters Score -824415.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -824422.375000 Penalty: 3129.398682
	Iteration 48Q: 3 clusters Score -824422.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -824427.062500 Penalty: 3129.398682
	Iteration 49Q: 3 clusters Score -824427.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -824431.812500 Penalty: 3129.398682
	Iteration 50Q: 3 clusters Score -824431.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -824433.625000 Penalty: 3129.398682
	Iteration 51Q: 3 clusters Score -824433.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -824434.312500 Penalty: 3129.398682
	Iteration 52Q: 3 clusters Score -824434.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -824435.750000 Penalty: 3129.398682
	Iteration 53Q: 3 clusters Score -824435.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -824436.250000 Penalty: 3129.398682
	Iteration 54Q: 3 clusters Score -824436.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -824439.500000 Penalty: 3129.398682
	Iteration 55Q: 3 clusters Score -824439.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -824441.500000 Penalty: 3129.398682
	Iteration 56Q: 3 clusters Score -824441.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -824446.687500 Penalty: 3129.398682
	Iteration 57Q: 3 clusters Score -824446.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -824451.750000 Penalty: 3129.398682
	Iteration 58Q: 3 clusters Score -824451.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -824453.437500 Penalty: 3129.398682
	Iteration 59Q: 3 clusters Score -824453.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -824458.875000 Penalty: 3129.398682
	Iteration 60F: 3 clusters Score -824458.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -824465.625000 Penalty: 3129.398682
	Iteration 61Q: 3 clusters Score -824465.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -824467.750000 Penalty: 3129.398682
	Iteration 62Q: 3 clusters Score -824467.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -824468.437500 Penalty: 3129.398682
	Iteration 63Q: 3 clusters Score -824468.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -824472.187500 Penalty: 3129.398682
	Iteration 64Q: 3 clusters Score -824472.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -824471.937500 Penalty: 3129.398682
	Iteration 65Q: 3 clusters Score -824471.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -824474.312500 Penalty: 3129.398682
	Iteration 66Q: 3 clusters Score -824474.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -824474.875000 Penalty: 3129.398682
	Iteration 67Q: 3 clusters Score -824474.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -824476.375000 Penalty: 3129.398682
	Iteration 68Q: 3 clusters Score -824476.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -824478.062500 Penalty: 3129.398682
	Iteration 69Q: 3 clusters Score -824478.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -824482.562500 Penalty: 3129.398682
	Iteration 70Q: 3 clusters Score -824482.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -824486.000000 Penalty: 3129.398682
	Iteration 71Q: 3 clusters Score -824486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -824488.375000 Penalty: 3129.398682
	Iteration 72Q: 3 clusters Score -824488.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -824488.375000 Penalty: 3129.398682
	Iteration 73Q: 3 clusters Score -824488.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -824488.375000 Penalty: 3129.398682
	Iteration 74F: 3 clusters Score -824488.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Entering Unmasked Estep 
Score: -450720.468750 Penalty: 1492.865845
	Iteration 0F: 2 clusters Score -450720.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -443780.125000 Penalty: 2985.731689
	Iteration 0F: 3 clusters Score -443780.1 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -446033.625000 Penalty: 2985.731689
	Iteration 1F: 3 clusters Score -446033.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -446271.593750 Penalty: 2985.731689
	Iteration 2F: 3 clusters Score -446271.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -446452.593750 Penalty: 2985.731689
	Iteration 3Q: 3 clusters Score -446452.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -446611.000000 Penalty: 2985.731689
	Iteration 4Q: 3 clusters Score -446611 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -446750.406250 Penalty: 2985.731689
	Iteration 5Q: 3 clusters Score -446750.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -446885.718750 Penalty: 2985.731689
	Iteration 6Q: 3 clusters Score -446885.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -447041.375000 Penalty: 2985.731689
	Iteration 7Q: 3 clusters Score -447041.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -447202.031250 Penalty: 2985.731689
	Iteration 8Q: 3 clusters Score -447202 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -447367.718750 Penalty: 2985.731689
	Iteration 9Q: 3 clusters Score -447367.7 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -447549.562500 Penalty: 2985.731689
	Iteration 10Q: 3 clusters Score -447549.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -447761.000000 Penalty: 2985.731689
	Iteration 11Q: 3 clusters Score -447761 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -448006.906250 Penalty: 2985.731689
	Iteration 12Q: 3 clusters Score -448006.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -448263.781250 Penalty: 2985.731689
	Iteration 13Q: 3 clusters Score -448263.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -448473.312500 Penalty: 2985.731689
	Iteration 14Q: 3 clusters Score -448473.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -448624.625000 Penalty: 2985.731689
	Iteration 15Q: 3 clusters Score -448624.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -448718.406250 Penalty: 2985.731689
	Iteration 16Q: 3 clusters Score -448718.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -448765.875000 Penalty: 2985.731689
	Iteration 17Q: 3 clusters Score -448765.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -448806.437500 Penalty: 2985.731689
	Iteration 18Q: 3 clusters Score -448806.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -448829.156250 Penalty: 2985.731689
	Iteration 19Q: 3 clusters Score -448829.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -448849.125000 Penalty: 2985.731689
	Iteration 20F: 3 clusters Score -448849.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -448865.468750 Penalty: 2985.731689
	Iteration 21Q: 3 clusters Score -448865.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -448879.687500 Penalty: 2985.731689
	Iteration 22Q: 3 clusters Score -448879.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -448891.000000 Penalty: 2985.731689
	Iteration 23Q: 3 clusters Score -448891 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -448900.093750 Penalty: 2985.731689
	Iteration 24Q: 3 clusters Score -448900.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -448907.062500 Penalty: 2985.731689
	Iteration 25Q: 3 clusters Score -448907.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -448910.062500 Penalty: 2985.731689
	Iteration 26Q: 3 clusters Score -448910.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -448911.468750 Penalty: 2985.731689
	Iteration 27Q: 3 clusters Score -448911.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -448915.093750 Penalty: 2985.731689
	Iteration 28Q: 3 clusters Score -448915.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -448915.656250 Penalty: 2985.731689
	Iteration 29Q: 3 clusters Score -448915.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -448919.968750 Penalty: 2985.731689
	Iteration 30Q: 3 clusters Score -448920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -448921.437500 Penalty: 2985.731689
	Iteration 31Q: 3 clusters Score -448921.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -448921.937500 Penalty: 2985.731689
	Iteration 32Q: 3 clusters Score -448921.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -448924.000000 Penalty: 2985.731689
	Iteration 33Q: 3 clusters Score -448924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -448924.250000 Penalty: 2985.731689
	Iteration 34Q: 3 clusters Score -448924.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -448924.500000 Penalty: 2985.731689
	Iteration 35Q: 3 clusters Score -448924.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -448925.031250 Penalty: 2985.731689
	Iteration 36Q: 3 clusters Score -448925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -448925.281250 Penalty: 2985.731689
	Iteration 37Q: 3 clusters Score -448925.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -448925.468750 Penalty: 2985.731689
	Iteration 38Q: 3 clusters Score -448925.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -448925.250000 Penalty: 2985.731689
	Iteration 39Q: 3 clusters Score -448925.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -448926.281250 Penalty: 2985.731689
	Iteration 40F: 3 clusters Score -448926.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -448926.500000 Penalty: 2985.731689
	Iteration 41Q: 3 clusters Score -448926.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -448927.187500 Penalty: 2985.731689
	Iteration 42Q: 3 clusters Score -448927.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -448928.156250 Penalty: 2985.731689
	Iteration 43Q: 3 clusters Score -448928.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -448927.250000 Penalty: 2985.731689
	Iteration 44Q: 3 clusters Score -448927.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -448927.875000 Penalty: 2985.731689
	Iteration 45Q: 3 clusters Score -448927.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -448927.093750 Penalty: 2985.731689
	Iteration 46Q: 3 clusters Score -448927.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -448928.187500 Penalty: 2985.731689
	Iteration 47Q: 3 clusters Score -448928.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -448929.156250 Penalty: 2985.731689
	Iteration 48Q: 3 clusters Score -448929.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -448929.156250 Penalty: 2985.731689
	Iteration 49F: 3 clusters Score -448929.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Entering Unmasked Estep 
Score: -168593.593750 Penalty: 1323.227051
	Iteration 0F: 2 clusters Score -168593.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -165588.546875 Penalty: 2646.454102
	Iteration 0F: 3 clusters Score -165588.5 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -166364.203125 Penalty: 2646.454102
	Iteration 1F: 3 clusters Score -166364.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -166510.921875 Penalty: 2646.454102
	Iteration 2F: 3 clusters Score -166510.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -166618.390625 Penalty: 2646.454102
	Iteration 3F: 3 clusters Score -166618.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -166714.265625 Penalty: 2646.454102
	Iteration 4Q: 3 clusters Score -166714.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -166820.703125 Penalty: 2646.454102
	Iteration 5Q: 3 clusters Score -166820.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -166948.937500 Penalty: 2646.454102
	Iteration 6Q: 3 clusters Score -166948.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -167083.328125 Penalty: 2646.454102
	Iteration 7Q: 3 clusters Score -167083.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -167195.875000 Penalty: 2646.454102
	Iteration 8Q: 3 clusters Score -167195.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -167295.718750 Penalty: 2646.454102
	Iteration 9Q: 3 clusters Score -167295.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -167377.015625 Penalty: 2646.454102
	Iteration 10Q: 3 clusters Score -167377 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -167446.406250 Penalty: 2646.454102
	Iteration 11Q: 3 clusters Score -167446.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -167506.140625 Penalty: 2646.454102
	Iteration 12Q: 3 clusters Score -167506.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -167554.375000 Penalty: 2646.454102
	Iteration 13Q: 3 clusters Score -167554.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -167584.609375 Penalty: 2646.454102
	Iteration 14Q: 3 clusters Score -167584.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -167606.406250 Penalty: 2646.454102
	Iteration 15Q: 3 clusters Score -167606.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -167621.750000 Penalty: 2646.454102
	Iteration 16Q: 3 clusters Score -167621.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -167638.484375 Penalty: 2646.454102
	Iteration 17Q: 3 clusters Score -167638.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -167655.750000 Penalty: 2646.454102
	Iteration 18Q: 3 clusters Score -167655.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -167676.828125 Penalty: 2646.454102
	Iteration 19Q: 3 clusters Score -167676.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -167701.328125 Penalty: 2646.454102
	Iteration 20F: 3 clusters Score -167701.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -167722.203125 Penalty: 2646.454102
	Iteration 21Q: 3 clusters Score -167722.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -167744.781250 Penalty: 2646.454102
	Iteration 22Q: 3 clusters Score -167744.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -167758.328125 Penalty: 2646.454102
	Iteration 23Q: 3 clusters Score -167758.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -167761.625000 Penalty: 2646.454102
	Iteration 24Q: 3 clusters Score -167761.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -167764.281250 Penalty: 2646.454102
	Iteration 25Q: 3 clusters Score -167764.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -167765.625000 Penalty: 2646.454102
	Iteration 26Q: 3 clusters Score -167765.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -167766.203125 Penalty: 2646.454102
	Iteration 27Q: 3 clusters Score -167766.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -167767.781250 Penalty: 2646.454102
	Iteration 28Q: 3 clusters Score -167767.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -167768.078125 Penalty: 2646.454102
	Iteration 29Q: 3 clusters Score -167768.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -167767.890625 Penalty: 2646.454102
	Iteration 30Q: 3 clusters Score -167767.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -167768.171875 Penalty: 2646.454102
	Iteration 31Q: 3 clusters Score -167768.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -167768.171875 Penalty: 2646.454102
	Iteration 32F: 3 clusters Score -167768.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Entering Unmasked Estep 
Score: -252318.968750 Penalty: 1373.330933
	Iteration 0F: 2 clusters Score -252319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -248503.312500 Penalty: 2746.661865
	Iteration 0F: 3 clusters Score -248503.3 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -249554.031250 Penalty: 2746.661865
	Iteration 1F: 3 clusters Score -249554 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -249741.062500 Penalty: 2746.661865
	Iteration 2F: 3 clusters Score -249741.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -249852.015625 Penalty: 2746.661865
	Iteration 3F: 3 clusters Score -249852 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -249934.109375 Penalty: 2746.661865
	Iteration 4Q: 3 clusters Score -249934.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -250034.468750 Penalty: 2746.661865
	Iteration 5Q: 3 clusters Score -250034.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -250151.562500 Penalty: 2746.661865
	Iteration 6Q: 3 clusters Score -250151.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -250261.796875 Penalty: 2746.661865
	Iteration 7Q: 3 clusters Score -250261.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -250360.984375 Penalty: 2746.661865
	Iteration 8Q: 3 clusters Score -250361 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -250471.500000 Penalty: 2746.661865
	Iteration 9Q: 3 clusters Score -250471.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -250575.875000 Penalty: 2746.661865
	Iteration 10Q: 3 clusters Score -250575.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -250689.437500 Penalty: 2746.661865
	Iteration 11Q: 3 clusters Score -250689.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -250781.406250 Penalty: 2746.661865
	Iteration 12Q: 3 clusters Score -250781.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -250870.109375 Penalty: 2746.661865
	Iteration 13Q: 3 clusters Score -250870.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -250956.453125 Penalty: 2746.661865
	Iteration 14Q: 3 clusters Score -250956.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -251022.359375 Penalty: 2746.661865
	Iteration 15Q: 3 clusters Score -251022.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -251076.453125 Penalty: 2746.661865
	Iteration 16Q: 3 clusters Score -251076.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -251103.390625 Penalty: 2746.661865
	Iteration 17Q: 3 clusters Score -251103.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -251119.296875 Penalty: 2746.661865
	Iteration 18Q: 3 clusters Score -251119.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -251128.187500 Penalty: 2746.661865
	Iteration 19Q: 3 clusters Score -251128.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -251141.828125 Penalty: 2746.661865
	Iteration 20F: 3 clusters Score -251141.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -251158.531250 Penalty: 2746.661865
	Iteration 21Q: 3 clusters Score -251158.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -251171.859375 Penalty: 2746.661865
	Iteration 22Q: 3 clusters Score -251171.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -251178.000000 Penalty: 2746.661865
	Iteration 23Q: 3 clusters Score -251178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -251182.937500 Penalty: 2746.661865
	Iteration 24Q: 3 clusters Score -251182.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -251186.296875 Penalty: 2746.661865
	Iteration 25Q: 3 clusters Score -251186.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -251192.593750 Penalty: 2746.661865
	Iteration 26Q: 3 clusters Score -251192.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -251202.156250 Penalty: 2746.661865
	Iteration 27Q: 3 clusters Score -251202.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -251209.234375 Penalty: 2746.661865
	Iteration 28Q: 3 clusters Score -251209.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -251218.500000 Penalty: 2746.661865
	Iteration 29Q: 3 clusters Score -251218.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -251228.093750 Penalty: 2746.661865
	Iteration 30Q: 3 clusters Score -251228.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -251232.015625 Penalty: 2746.661865
	Iteration 31Q: 3 clusters Score -251232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -251233.640625 Penalty: 2746.661865
	Iteration 32Q: 3 clusters Score -251233.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -251234.234375 Penalty: 2746.661865
	Iteration 33Q: 3 clusters Score -251234.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -251234.828125 Penalty: 2746.661865
	Iteration 34Q: 3 clusters Score -251234.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -251235.953125 Penalty: 2746.661865
	Iteration 35Q: 3 clusters Score -251236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -251235.953125 Penalty: 2746.661865
	Iteration 36F: 3 clusters Score -251236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Entering Unmasked Estep 
Score: -299318.125000 Penalty: 1434.368286
	Iteration 0F: 2 clusters Score -299318.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -294233.937500 Penalty: 2868.736572
	Iteration 0F: 3 clusters Score -294233.9 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -295876.500000 Penalty: 2868.736572
	Iteration 1F: 3 clusters Score -295876.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -296175.562500 Penalty: 2868.736572
	Iteration 2F: 3 clusters Score -296175.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -296458.906250 Penalty: 2868.736572
	Iteration 3F: 3 clusters Score -296458.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -296661.156250 Penalty: 2868.736572
	Iteration 4F: 3 clusters Score -296661.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -296844.343750 Penalty: 2868.736572
	Iteration 5Q: 3 clusters Score -296844.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -297074.375000 Penalty: 2868.736572
	Iteration 6Q: 3 clusters Score -297074.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -297315.750000 Penalty: 2868.736572
	Iteration 7Q: 3 clusters Score -297315.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -297532.562500 Penalty: 2868.736572
	Iteration 8Q: 3 clusters Score -297532.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -297719.250000 Penalty: 2868.736572
	Iteration 9Q: 3 clusters Score -297719.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -297849.593750 Penalty: 2868.736572
	Iteration 10Q: 3 clusters Score -297849.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -297954.281250 Penalty: 2868.736572
	Iteration 11Q: 3 clusters Score -297954.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -298041.718750 Penalty: 2868.736572
	Iteration 12Q: 3 clusters Score -298041.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -298112.343750 Penalty: 2868.736572
	Iteration 13Q: 3 clusters Score -298112.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -298156.312500 Penalty: 2868.736572
	Iteration 14Q: 3 clusters Score -298156.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -298184.125000 Penalty: 2868.736572
	Iteration 15Q: 3 clusters Score -298184.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -298199.437500 Penalty: 2868.736572
	Iteration 16Q: 3 clusters Score -298199.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -298208.343750 Penalty: 2868.736572
	Iteration 17Q: 3 clusters Score -298208.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -298215.843750 Penalty: 2868.736572
	Iteration 18Q: 3 clusters Score -298215.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -298222.218750 Penalty: 2868.736572
	Iteration 19Q: 3 clusters Score -298222.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -298227.187500 Penalty: 2868.736572
	Iteration 20F: 3 clusters Score -298227.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -298231.406250 Penalty: 2868.736572
	Iteration 21Q: 3 clusters Score -298231.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -298233.218750 Penalty: 2868.736572
	Iteration 22Q: 3 clusters Score -298233.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -298234.468750 Penalty: 2868.736572
	Iteration 23Q: 3 clusters Score -298234.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -298234.906250 Penalty: 2868.736572
	Iteration 24Q: 3 clusters Score -298234.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -298236.187500 Penalty: 2868.736572
	Iteration 25Q: 3 clusters Score -298236.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -298237.187500 Penalty: 2868.736572
	Iteration 26Q: 3 clusters Score -298237.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -298237.062500 Penalty: 2868.736572
	Iteration 27Q: 3 clusters Score -298237.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -298237.562500 Penalty: 2868.736572
	Iteration 28Q: 3 clusters Score -298237.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -298238.562500 Penalty: 2868.736572
	Iteration 29Q: 3 clusters Score -298238.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -298239.125000 Penalty: 2868.736572
	Iteration 30Q: 3 clusters Score -298239.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -298239.125000 Penalty: 2868.736572
	Iteration 31F: 3 clusters Score -298239.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (78341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78341 members 
Entering Unmasked Estep 
Score: -4196931.500000 Penalty: 1831.184326
	Iteration 0F: 2 clusters Score -4196932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -4144804.750000 Penalty: 3662.368652
	Iteration 0F: 3 clusters Score -4144805 nChanged 37066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -4166502.750000 Penalty: 3662.368652
	Iteration 1F: 3 clusters Score -4166503 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -4167615.750000 Penalty: 3662.368652
	Iteration 2Q: 3 clusters Score -4167616 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -4169164.500000 Penalty: 3662.368652
	Iteration 3Q: 3 clusters Score -4169164 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 49573 members 
Entering Unmasked Estep 
Score: -4171665.500000 Penalty: 3662.368652
	Iteration 4F: 3 clusters Score -4171666 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -4175515.250000 Penalty: 3662.368652
	Iteration 5F: 3 clusters Score -4175515 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 59068 members 
Entering Unmasked Estep 
Score: -4180565.250000 Penalty: 3662.368652
	Iteration 6F: 3 clusters Score -4180565 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 63276 members 
Entering Unmasked Estep 
Score: -4185215.750000 Penalty: 3662.368652
	Iteration 7F: 3 clusters Score -4185216 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 66175 members 
Entering Unmasked Estep 
Score: -4188302.750000 Penalty: 3662.368652
	Iteration 8Q: 3 clusters Score -4188303 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 68163 members 
Entering Unmasked Estep 
Score: -4190098.250000 Penalty: 3662.368652
	Iteration 9Q: 3 clusters Score -4190098 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 69634 members 
Entering Unmasked Estep 
Score: -4191165.000000 Penalty: 3662.368652
	Iteration 10Q: 3 clusters Score -4191165 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 70860 members 
Entering Unmasked Estep 
Score: -4191864.250000 Penalty: 3662.368652
	Iteration 11Q: 3 clusters Score -4191864 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 71963 members 
Entering Unmasked Estep 
Score: -4192437.000000 Penalty: 3662.368652
	Iteration 12Q: 3 clusters Score -4192437 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 72925 members 
Entering Unmasked Estep 
Score: -4192919.250000 Penalty: 3662.368652
	Iteration 13Q: 3 clusters Score -4192919 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 73776 members 
Entering Unmasked Estep 
Score: -4193339.250000 Penalty: 3662.368652
	Iteration 14Q: 3 clusters Score -4193339 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 74529 members 
Entering Unmasked Estep 
Score: -4193708.750000 Penalty: 3662.368652
	Iteration 15Q: 3 clusters Score -4193709 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 75199 members 
Entering Unmasked Estep 
Score: -4194054.500000 Penalty: 3662.368652
	Iteration 16Q: 3 clusters Score -4194054 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 75781 members 
Entering Unmasked Estep 
Score: -4194356.500000 Penalty: 3662.368652
	Iteration 17Q: 3 clusters Score -4194356 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -4194597.500000 Penalty: 3662.368652
	Iteration 18Q: 3 clusters Score -4194598 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 76649 members 
Entering Unmasked Estep 
Score: -4194810.500000 Penalty: 3662.368652
	Iteration 19Q: 3 clusters Score -4194810 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
Score: -4194977.000000 Penalty: 3662.368652
	Iteration 20F: 3 clusters Score -4194977 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 77134 members 
Entering Unmasked Estep 
Score: -4195083.000000 Penalty: 3662.368652
	Iteration 21Q: 3 clusters Score -4195083 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 77288 members 
Entering Unmasked Estep 
Score: -4195169.500000 Penalty: 3662.368652
	Iteration 22Q: 3 clusters Score -4195170 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 77395 members 
Entering Unmasked Estep 
Score: -4195232.500000 Penalty: 3662.368652
	Iteration 23Q: 3 clusters Score -4195232 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 77470 members 
Entering Unmasked Estep 
Score: -4195259.500000 Penalty: 3662.368652
	Iteration 24Q: 3 clusters Score -4195260 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 77518 members 
Entering Unmasked Estep 
Score: -4195281.000000 Penalty: 3662.368652
	Iteration 25Q: 3 clusters Score -4195281 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 77552 members 
Entering Unmasked Estep 
Score: -4195292.000000 Penalty: 3662.368652
	Iteration 26Q: 3 clusters Score -4195292 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 77589 members 
Entering Unmasked Estep 
Score: -4195301.500000 Penalty: 3662.368652
	Iteration 27Q: 3 clusters Score -4195302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 77618 members 
Entering Unmasked Estep 
Score: -4195326.000000 Penalty: 3662.368652
	Iteration 28Q: 3 clusters Score -4195326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 77640 members 
Entering Unmasked Estep 
Score: -4195339.000000 Penalty: 3662.368652
	Iteration 29Q: 3 clusters Score -4195339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 77659 members 
Entering Unmasked Estep 
Score: -4195344.500000 Penalty: 3662.368652
	Iteration 30Q: 3 clusters Score -4195344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 77674 members 
Entering Unmasked Estep 
Score: -4195348.000000 Penalty: 3662.368652
	Iteration 31Q: 3 clusters Score -4195348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 77686 members 
Entering Unmasked Estep 
Score: -4195360.500000 Penalty: 3662.368652
	Iteration 32Q: 3 clusters Score -4195360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 77693 members 
Entering Unmasked Estep 
Score: -4195364.500000 Penalty: 3662.368652
	Iteration 33Q: 3 clusters Score -4195364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 77702 members 
Entering Unmasked Estep 
Score: -4195366.500000 Penalty: 3662.368652
	Iteration 34Q: 3 clusters Score -4195366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 77713 members 
Entering Unmasked Estep 
Score: -4195372.500000 Penalty: 3662.368652
	Iteration 35Q: 3 clusters Score -4195372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 77723 members 
Entering Unmasked Estep 
Score: -4195376.500000 Penalty: 3662.368652
	Iteration 36Q: 3 clusters Score -4195376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 77735 members 
Entering Unmasked Estep 
Score: -4195379.000000 Penalty: 3662.368652
	Iteration 37Q: 3 clusters Score -4195379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 77743 members 
Entering Unmasked Estep 
Score: -4195382.000000 Penalty: 3662.368652
	Iteration 38Q: 3 clusters Score -4195382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 77747 members 
Entering Unmasked Estep 
Score: -4195386.000000 Penalty: 3662.368652
	Iteration 39Q: 3 clusters Score -4195386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 77753 members 
Entering Unmasked Estep 
Score: -4195388.000000 Penalty: 3662.368652
	Iteration 40F: 3 clusters Score -4195388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 77756 members 
Entering Unmasked Estep 
Score: -4195388.000000 Penalty: 3662.368652
	Iteration 41Q: 3 clusters Score -4195388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 77756 members 
Entering Unmasked Estep 
Score: -4195388.000000 Penalty: 3662.368652
	Iteration 42F: 3 clusters Score -4195388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Entering Unmasked Estep 
Score: -162728.781250 Penalty: 1310.605713
	Iteration 0F: 2 clusters Score -162728.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -159923.812500 Penalty: 2621.211426
	Iteration 0F: 3 clusters Score -159923.8 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -160599.562500 Penalty: 2621.211426
	Iteration 1F: 3 clusters Score -160599.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -160742.406250 Penalty: 2621.211426
	Iteration 2F: 3 clusters Score -160742.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -160864.531250 Penalty: 2621.211426
	Iteration 3F: 3 clusters Score -160864.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -160972.781250 Penalty: 2621.211426
	Iteration 4Q: 3 clusters Score -160972.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -161080.656250 Penalty: 2621.211426
	Iteration 5Q: 3 clusters Score -161080.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -161178.000000 Penalty: 2621.211426
	Iteration 6Q: 3 clusters Score -161178 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -161284.984375 Penalty: 2621.211426
	Iteration 7Q: 3 clusters Score -161285 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -161409.921875 Penalty: 2621.211426
	Iteration 8Q: 3 clusters Score -161409.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -161515.140625 Penalty: 2621.211426
	Iteration 9Q: 3 clusters Score -161515.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -161586.406250 Penalty: 2621.211426
	Iteration 10Q: 3 clusters Score -161586.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -161639.953125 Penalty: 2621.211426
	Iteration 11Q: 3 clusters Score -161640 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -161679.218750 Penalty: 2621.211426
	Iteration 12Q: 3 clusters Score -161679.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -161712.046875 Penalty: 2621.211426
	Iteration 13Q: 3 clusters Score -161712 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -161740.093750 Penalty: 2621.211426
	Iteration 14Q: 3 clusters Score -161740.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -161752.984375 Penalty: 2621.211426
	Iteration 15Q: 3 clusters Score -161753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -161758.718750 Penalty: 2621.211426
	Iteration 16Q: 3 clusters Score -161758.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -161764.781250 Penalty: 2621.211426
	Iteration 17Q: 3 clusters Score -161764.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -161773.656250 Penalty: 2621.211426
	Iteration 18Q: 3 clusters Score -161773.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -161779.953125 Penalty: 2621.211426
	Iteration 19Q: 3 clusters Score -161780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -161788.187500 Penalty: 2621.211426
	Iteration 20F: 3 clusters Score -161788.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -161794.156250 Penalty: 2621.211426
	Iteration 21Q: 3 clusters Score -161794.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -161799.656250 Penalty: 2621.211426
	Iteration 22Q: 3 clusters Score -161799.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -161802.953125 Penalty: 2621.211426
	Iteration 23Q: 3 clusters Score -161803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -161809.281250 Penalty: 2621.211426
	Iteration 24Q: 3 clusters Score -161809.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -161813.093750 Penalty: 2621.211426
	Iteration 25Q: 3 clusters Score -161813.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -161816.484375 Penalty: 2621.211426
	Iteration 26Q: 3 clusters Score -161816.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -161818.687500 Penalty: 2621.211426
	Iteration 27Q: 3 clusters Score -161818.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -161820.109375 Penalty: 2621.211426
	Iteration 28Q: 3 clusters Score -161820.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -161821.062500 Penalty: 2621.211426
	Iteration 29Q: 3 clusters Score -161821.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -161821.062500 Penalty: 2621.211426
	Iteration 30F: 3 clusters Score -161821.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Entering Unmasked Estep 
Score: -409434.562500 Penalty: 1460.216187
	Iteration 0F: 2 clusters Score -409434.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -403577.718750 Penalty: 2920.432373
	Iteration 0F: 3 clusters Score -403577.7 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -405405.000000 Penalty: 2920.432373
	Iteration 1F: 3 clusters Score -405405 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -405627.656250 Penalty: 2920.432373
	Iteration 2F: 3 clusters Score -405627.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -405842.062500 Penalty: 2920.432373
	Iteration 3F: 3 clusters Score -405842.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -406053.312500 Penalty: 2920.432373
	Iteration 4F: 3 clusters Score -406053.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -406294.875000 Penalty: 2920.432373
	Iteration 5F: 3 clusters Score -406294.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -406616.093750 Penalty: 2920.432373
	Iteration 6F: 3 clusters Score -406616.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -407006.125000 Penalty: 2920.432373
	Iteration 7F: 3 clusters Score -407006.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -407414.031250 Penalty: 2920.432373
	Iteration 8F: 3 clusters Score -407414 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -407798.937500 Penalty: 2920.432373
	Iteration 9F: 3 clusters Score -407798.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -408058.375000 Penalty: 2920.432373
	Iteration 10Q: 3 clusters Score -408058.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -408214.937500 Penalty: 2920.432373
	Iteration 11Q: 3 clusters Score -408214.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -408315.968750 Penalty: 2920.432373
	Iteration 12Q: 3 clusters Score -408316 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -408395.375000 Penalty: 2920.432373
	Iteration 13Q: 3 clusters Score -408395.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -408439.062500 Penalty: 2920.432373
	Iteration 14Q: 3 clusters Score -408439.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -408467.187500 Penalty: 2920.432373
	Iteration 15Q: 3 clusters Score -408467.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -408489.531250 Penalty: 2920.432373
	Iteration 16Q: 3 clusters Score -408489.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -408508.156250 Penalty: 2920.432373
	Iteration 17Q: 3 clusters Score -408508.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -408517.000000 Penalty: 2920.432373
	Iteration 18Q: 3 clusters Score -408517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -408524.500000 Penalty: 2920.432373
	Iteration 19Q: 3 clusters Score -408524.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -408531.343750 Penalty: 2920.432373
	Iteration 20F: 3 clusters Score -408531.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -408536.406250 Penalty: 2920.432373
	Iteration 21Q: 3 clusters Score -408536.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -408540.343750 Penalty: 2920.432373
	Iteration 22Q: 3 clusters Score -408540.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -408541.875000 Penalty: 2920.432373
	Iteration 23Q: 3 clusters Score -408541.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -408544.031250 Penalty: 2920.432373
	Iteration 24Q: 3 clusters Score -408544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -408544.031250 Penalty: 2920.432373
	Iteration 25F: 3 clusters Score -408544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -49991.183594 Penalty: 1133.352783
	Iteration 0F: 2 clusters Score -49991.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -48469.378906 Penalty: 2266.705566
	Iteration 0F: 3 clusters Score -48469.38 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -48705.781250 Penalty: 2266.705566
	Iteration 1F: 3 clusters Score -48705.78 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -48780.460938 Penalty: 2266.705566
	Iteration 2F: 3 clusters Score -48780.46 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -48812.781250 Penalty: 2266.705566
	Iteration 3Q: 3 clusters Score -48812.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -48836.992188 Penalty: 2266.705566
	Iteration 4Q: 3 clusters Score -48836.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -48857.574219 Penalty: 2266.705566
	Iteration 5Q: 3 clusters Score -48857.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -48873.054688 Penalty: 2266.705566
	Iteration 6Q: 3 clusters Score -48873.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -48885.312500 Penalty: 2266.705566
	Iteration 7Q: 3 clusters Score -48885.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -48902.164062 Penalty: 2266.705566
	Iteration 8Q: 3 clusters Score -48902.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -48907.578125 Penalty: 2266.705566
	Iteration 9Q: 3 clusters Score -48907.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -48909.394531 Penalty: 2266.705566
	Iteration 10Q: 3 clusters Score -48909.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -48911.050781 Penalty: 2266.705566
	Iteration 11Q: 3 clusters Score -48911.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -48912.812500 Penalty: 2266.705566
	Iteration 12Q: 3 clusters Score -48912.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -48913.492188 Penalty: 2266.705566
	Iteration 13Q: 3 clusters Score -48913.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -48913.492188 Penalty: 2266.705566
	Iteration 14F: 3 clusters Score -48913.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (108016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108016 members 
Entering Unmasked Estep 
Score: -5806503.000000 Penalty: 1883.380615
	Iteration 0F: 2 clusters Score -5806503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 53903 members 
Entering Unmasked Estep 
Score: -5734290.000000 Penalty: 3766.761230
	Iteration 0F: 3 clusters Score -5734290 nChanged 51727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -5764893.500000 Penalty: 3766.761230
	Iteration 1F: 3 clusters Score -5764894 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57492 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -5765923.500000 Penalty: 3766.761230
	Iteration 2Q: 3 clusters Score -5765924 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60067 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -5767545.000000 Penalty: 3766.761230
	Iteration 3Q: 3 clusters Score -5767545 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63830 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -5769944.500000 Penalty: 3766.761230
	Iteration 4F: 3 clusters Score -5769944 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69245 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -5773903.500000 Penalty: 3766.761230
	Iteration 5F: 3 clusters Score -5773904 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76325 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -5779754.000000 Penalty: 3766.761230
	Iteration 6F: 3 clusters Score -5779754 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84077 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -5786570.500000 Penalty: 3766.761230
	Iteration 7F: 3 clusters Score -5786570 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90829 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -5792868.000000 Penalty: 3766.761230
	Iteration 8F: 3 clusters Score -5792868 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95884 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -5797620.500000 Penalty: 3766.761230
	Iteration 9Q: 3 clusters Score -5797620 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99048 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -5800742.000000 Penalty: 3766.761230
	Iteration 10Q: 3 clusters Score -5800742 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100921 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -5802378.000000 Penalty: 3766.761230
	Iteration 11Q: 3 clusters Score -5802378 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102072 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -5803249.500000 Penalty: 3766.761230
	Iteration 12Q: 3 clusters Score -5803250 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102945 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -5803710.000000 Penalty: 3766.761230
	Iteration 13Q: 3 clusters Score -5803710 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103631 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -5804082.000000 Penalty: 3766.761230
	Iteration 14Q: 3 clusters Score -5804082 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104164 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -5804315.500000 Penalty: 3766.761230
	Iteration 15Q: 3 clusters Score -5804316 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104585 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -5804480.000000 Penalty: 3766.761230
	Iteration 16Q: 3 clusters Score -5804480 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104925 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -5804637.000000 Penalty: 3766.761230
	Iteration 17Q: 3 clusters Score -5804637 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105181 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -5804727.500000 Penalty: 3766.761230
	Iteration 18Q: 3 clusters Score -5804728 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105380 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -5804779.000000 Penalty: 3766.761230
	Iteration 19Q: 3 clusters Score -5804779 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105553 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -5804832.000000 Penalty: 3766.761230
	Iteration 20F: 3 clusters Score -5804832 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105694 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -5804865.000000 Penalty: 3766.761230
	Iteration 21Q: 3 clusters Score -5804865 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105806 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -5804893.500000 Penalty: 3766.761230
	Iteration 22Q: 3 clusters Score -5804894 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105885 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -5804912.000000 Penalty: 3766.761230
	Iteration 23Q: 3 clusters Score -5804912 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105966 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5804918.000000 Penalty: 3766.761230
	Iteration 24Q: 3 clusters Score -5804918 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106034 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -5804940.000000 Penalty: 3766.761230
	Iteration 25Q: 3 clusters Score -5804940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106094 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5804934.000000 Penalty: 3766.761230
	Iteration 26Q: 3 clusters Score -5804934 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106141 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -5804947.000000 Penalty: 3766.761230
	Iteration 27Q: 3 clusters Score -5804947 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106183 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5804959.500000 Penalty: 3766.761230
	Iteration 28Q: 3 clusters Score -5804960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106223 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -5804980.000000 Penalty: 3766.761230
	Iteration 29Q: 3 clusters Score -5804980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106256 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -5804999.000000 Penalty: 3766.761230
	Iteration 30Q: 3 clusters Score -5804999 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106289 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5805010.000000 Penalty: 3766.761230
	Iteration 31Q: 3 clusters Score -5805010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106317 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5805018.000000 Penalty: 3766.761230
	Iteration 32Q: 3 clusters Score -5805018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106343 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5805020.500000 Penalty: 3766.761230
	Iteration 33Q: 3 clusters Score -5805020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106360 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5805024.500000 Penalty: 3766.761230
	Iteration 34Q: 3 clusters Score -5805024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106386 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5805019.000000 Penalty: 3766.761230
	Iteration 35Q: 3 clusters Score -5805019 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106413 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5805036.000000 Penalty: 3766.761230
	Iteration 36Q: 3 clusters Score -5805036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106441 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5805041.000000 Penalty: 3766.761230
	Iteration 37Q: 3 clusters Score -5805041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106464 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5805040.000000 Penalty: 3766.761230
	Iteration 38Q: 3 clusters Score -5805040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106479 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5805047.500000 Penalty: 3766.761230
	Iteration 39Q: 3 clusters Score -5805048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106493 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5805049.000000 Penalty: 3766.761230
	Iteration 40F: 3 clusters Score -5805049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106503 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5805046.500000 Penalty: 3766.761230
	Iteration 41Q: 3 clusters Score -5805046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106506 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5805041.500000 Penalty: 3766.761230
	Iteration 42Q: 3 clusters Score -5805042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106512 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5805040.500000 Penalty: 3766.761230
	Iteration 43Q: 3 clusters Score -5805040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106515 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5805039.000000 Penalty: 3766.761230
	Iteration 44Q: 3 clusters Score -5805039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106519 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5805044.500000 Penalty: 3766.761230
	Iteration 45Q: 3 clusters Score -5805044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106522 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -5805048.000000 Penalty: 3766.761230
	Iteration 46Q: 3 clusters Score -5805048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106527 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5805050.500000 Penalty: 3766.761230
	Iteration 47Q: 3 clusters Score -5805050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106532 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5805058.000000 Penalty: 3766.761230
	Iteration 48Q: 3 clusters Score -5805058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106533 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5805056.000000 Penalty: 3766.761230
	Iteration 49Q: 3 clusters Score -5805056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106534 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5805053.000000 Penalty: 3766.761230
	Iteration 50Q: 3 clusters Score -5805053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106536 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -5805053.500000 Penalty: 3766.761230
	Iteration 51Q: 3 clusters Score -5805054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106538 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5805048.500000 Penalty: 3766.761230
	Iteration 52Q: 3 clusters Score -5805048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106538 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5805048.500000 Penalty: 3766.761230
	Iteration 53F: 3 clusters Score -5805048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Entering Unmasked Estep 
Score: -73068.218750 Penalty: 1232.855591
	Iteration 0F: 2 clusters Score -73068.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -71074.546875 Penalty: 2465.711182
	Iteration 0F: 3 clusters Score -71074.55 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -71655.570312 Penalty: 2465.711182
	Iteration 1F: 3 clusters Score -71655.57 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -71832.375000 Penalty: 2465.711182
	Iteration 2F: 3 clusters Score -71832.38 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -71974.171875 Penalty: 2465.711182
	Iteration 3F: 3 clusters Score -71974.17 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -72068.921875 Penalty: 2465.711182
	Iteration 4Q: 3 clusters Score -72068.92 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -72133.000000 Penalty: 2465.711182
	Iteration 5Q: 3 clusters Score -72133 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -72172.046875 Penalty: 2465.711182
	Iteration 6Q: 3 clusters Score -72172.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -72198.882812 Penalty: 2465.711182
	Iteration 7Q: 3 clusters Score -72198.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -72216.937500 Penalty: 2465.711182
	Iteration 8Q: 3 clusters Score -72216.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -72237.453125 Penalty: 2465.711182
	Iteration 9Q: 3 clusters Score -72237.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -72254.718750 Penalty: 2465.711182
	Iteration 10Q: 3 clusters Score -72254.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -72269.679688 Penalty: 2465.711182
	Iteration 11Q: 3 clusters Score -72269.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -72276.445312 Penalty: 2465.711182
	Iteration 12Q: 3 clusters Score -72276.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -72284.500000 Penalty: 2465.711182
	Iteration 13Q: 3 clusters Score -72284.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -72288.460938 Penalty: 2465.711182
	Iteration 14Q: 3 clusters Score -72288.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -72291.554688 Penalty: 2465.711182
	Iteration 15Q: 3 clusters Score -72291.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -72294.898438 Penalty: 2465.711182
	Iteration 16Q: 3 clusters Score -72294.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -72297.812500 Penalty: 2465.711182
	Iteration 17Q: 3 clusters Score -72297.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -72299.148438 Penalty: 2465.711182
	Iteration 18Q: 3 clusters Score -72299.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -72301.179688 Penalty: 2465.711182
	Iteration 19Q: 3 clusters Score -72301.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -72303.398438 Penalty: 2465.711182
	Iteration 20F: 3 clusters Score -72303.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -72310.187500 Penalty: 2465.711182
	Iteration 21Q: 3 clusters Score -72310.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -72317.320312 Penalty: 2465.711182
	Iteration 22Q: 3 clusters Score -72317.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -72329.289062 Penalty: 2465.711182
	Iteration 23Q: 3 clusters Score -72329.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -72333.937500 Penalty: 2465.711182
	Iteration 24Q: 3 clusters Score -72333.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -72338.195312 Penalty: 2465.711182
	Iteration 25Q: 3 clusters Score -72338.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -72340.820312 Penalty: 2465.711182
	Iteration 26Q: 3 clusters Score -72340.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -72342.054688 Penalty: 2465.711182
	Iteration 27Q: 3 clusters Score -72342.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -72343.531250 Penalty: 2465.711182
	Iteration 28Q: 3 clusters Score -72343.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -72345.039062 Penalty: 2465.711182
	Iteration 29Q: 3 clusters Score -72345.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -72345.656250 Penalty: 2465.711182
	Iteration 30Q: 3 clusters Score -72345.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -72345.656250 Penalty: 2465.711182
	Iteration 31F: 3 clusters Score -72345.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Entering Unmasked Estep 
Score: -351931.437500 Penalty: 1432.038696
	Iteration 0F: 2 clusters Score -351931.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -346897.687500 Penalty: 2864.077393
	Iteration 0F: 3 clusters Score -346897.7 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -348503.093750 Penalty: 2864.077393
	Iteration 1F: 3 clusters Score -348503.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -348761.437500 Penalty: 2864.077393
	Iteration 2F: 3 clusters Score -348761.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -348947.187500 Penalty: 2864.077393
	Iteration 3F: 3 clusters Score -348947.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -349142.656250 Penalty: 2864.077393
	Iteration 4F: 3 clusters Score -349142.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -349304.187500 Penalty: 2864.077393
	Iteration 5Q: 3 clusters Score -349304.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -349461.687500 Penalty: 2864.077393
	Iteration 6Q: 3 clusters Score -349461.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -349624.750000 Penalty: 2864.077393
	Iteration 7Q: 3 clusters Score -349624.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -349791.687500 Penalty: 2864.077393
	Iteration 8Q: 3 clusters Score -349791.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -349961.468750 Penalty: 2864.077393
	Iteration 9Q: 3 clusters Score -349961.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -350100.125000 Penalty: 2864.077393
	Iteration 10Q: 3 clusters Score -350100.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -350216.718750 Penalty: 2864.077393
	Iteration 11Q: 3 clusters Score -350216.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -350315.562500 Penalty: 2864.077393
	Iteration 12Q: 3 clusters Score -350315.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -350398.531250 Penalty: 2864.077393
	Iteration 13Q: 3 clusters Score -350398.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -350449.593750 Penalty: 2864.077393
	Iteration 14Q: 3 clusters Score -350449.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -350488.500000 Penalty: 2864.077393
	Iteration 15Q: 3 clusters Score -350488.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -350523.187500 Penalty: 2864.077393
	Iteration 16Q: 3 clusters Score -350523.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -350552.500000 Penalty: 2864.077393
	Iteration 17Q: 3 clusters Score -350552.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -350581.312500 Penalty: 2864.077393
	Iteration 18Q: 3 clusters Score -350581.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -350607.156250 Penalty: 2864.077393
	Iteration 19Q: 3 clusters Score -350607.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -350632.031250 Penalty: 2864.077393
	Iteration 20F: 3 clusters Score -350632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -350646.656250 Penalty: 2864.077393
	Iteration 21Q: 3 clusters Score -350646.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -350657.468750 Penalty: 2864.077393
	Iteration 22Q: 3 clusters Score -350657.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -350671.937500 Penalty: 2864.077393
	Iteration 23Q: 3 clusters Score -350671.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -350686.125000 Penalty: 2864.077393
	Iteration 24Q: 3 clusters Score -350686.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -350697.781250 Penalty: 2864.077393
	Iteration 25Q: 3 clusters Score -350697.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -350710.500000 Penalty: 2864.077393
	Iteration 26Q: 3 clusters Score -350710.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -350720.500000 Penalty: 2864.077393
	Iteration 27Q: 3 clusters Score -350720.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -350728.562500 Penalty: 2864.077393
	Iteration 28Q: 3 clusters Score -350728.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -350737.218750 Penalty: 2864.077393
	Iteration 29Q: 3 clusters Score -350737.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -350743.343750 Penalty: 2864.077393
	Iteration 30Q: 3 clusters Score -350743.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -350753.218750 Penalty: 2864.077393
	Iteration 31Q: 3 clusters Score -350753.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -350760.062500 Penalty: 2864.077393
	Iteration 32Q: 3 clusters Score -350760.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -350764.562500 Penalty: 2864.077393
	Iteration 33Q: 3 clusters Score -350764.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -350765.625000 Penalty: 2864.077393
	Iteration 34Q: 3 clusters Score -350765.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -350766.093750 Penalty: 2864.077393
	Iteration 35Q: 3 clusters Score -350766.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -350766.843750 Penalty: 2864.077393
	Iteration 36Q: 3 clusters Score -350766.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -350768.218750 Penalty: 2864.077393
	Iteration 37Q: 3 clusters Score -350768.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -350771.906250 Penalty: 2864.077393
	Iteration 38Q: 3 clusters Score -350771.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -350774.750000 Penalty: 2864.077393
	Iteration 39Q: 3 clusters Score -350774.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -350777.156250 Penalty: 2864.077393
	Iteration 40F: 3 clusters Score -350777.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -350776.906250 Penalty: 2864.077393
	Iteration 41Q: 3 clusters Score -350776.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -350776.906250 Penalty: 2864.077393
	Iteration 42F: 3 clusters Score -350776.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (187690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187690 members 
Entering Unmasked Estep 
Score: -10172916.000000 Penalty: 1973.163818
	Iteration 0F: 2 clusters Score -1.017292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93723 members 
Mstep: Class 2 contains 93967 members 
Entering Unmasked Estep 
Score: -10046621.000000 Penalty: 3946.327637
	Iteration 0F: 3 clusters Score -1.004662e+07 nChanged 90847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92056 members 
Mstep: Class 2 contains 95634 members 
Entering Unmasked Estep 
Score: -10099962.000000 Penalty: 3946.327637
	Iteration 1F: 3 clusters Score -1.009996e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90716 members 
Mstep: Class 2 contains 96974 members 
Entering Unmasked Estep 
Score: -10101047.000000 Penalty: 3946.327637
	Iteration 2Q: 3 clusters Score -1.010105e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88400 members 
Mstep: Class 2 contains 99290 members 
Entering Unmasked Estep 
Score: -10102655.000000 Penalty: 3946.327637
	Iteration 3Q: 3 clusters Score -1.010266e+07 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84712 members 
Mstep: Class 2 contains 102978 members 
Entering Unmasked Estep 
Score: -10105188.000000 Penalty: 3946.327637
	Iteration 4Q: 3 clusters Score -1.010519e+07 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78767 members 
Mstep: Class 2 contains 108923 members 
Entering Unmasked Estep 
Score: -10109546.000000 Penalty: 3946.327637
	Iteration 5Q: 3 clusters Score -1.010955e+07 nChanged 12090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69569 members 
Mstep: Class 2 contains 118121 members 
Entering Unmasked Estep 
Score: -10116747.000000 Penalty: 3946.327637
	Iteration 6F: 3 clusters Score -1.011675e+07 nChanged 14782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 130505 members 
Entering Unmasked Estep 
Score: -10127882.000000 Penalty: 3946.327637
	Iteration 7F: 3 clusters Score -1.012788e+07 nChanged 15366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 144015 members 
Entering Unmasked Estep 
Score: -10142638.000000 Penalty: 3946.327637
	Iteration 8F: 3 clusters Score -1.014264e+07 nChanged 12067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 154364 members 
Entering Unmasked Estep 
Score: -10156919.000000 Penalty: 3946.327637
	Iteration 9F: 3 clusters Score -1.015692e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 159218 members 
Entering Unmasked Estep 
Score: -10163548.000000 Penalty: 3946.327637
	Iteration 10Q: 3 clusters Score -1.016355e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 161917 members 
Entering Unmasked Estep 
Score: -10166027.000000 Penalty: 3946.327637
	Iteration 11Q: 3 clusters Score -1.016603e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 163867 members 
Entering Unmasked Estep 
Score: -10167223.000000 Penalty: 3946.327637
	Iteration 12Q: 3 clusters Score -1.016722e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 165468 members 
Entering Unmasked Estep 
Score: -10168051.000000 Penalty: 3946.327637
	Iteration 13Q: 3 clusters Score -1.016805e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 166854 members 
Entering Unmasked Estep 
Score: -10168734.000000 Penalty: 3946.327637
	Iteration 14Q: 3 clusters Score -1.016873e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 168036 members 
Entering Unmasked Estep 
Score: -10169228.000000 Penalty: 3946.327637
	Iteration 15Q: 3 clusters Score -1.016923e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 169009 members 
Entering Unmasked Estep 
Score: -10169550.000000 Penalty: 3946.327637
	Iteration 16Q: 3 clusters Score -1.016955e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 169866 members 
Entering Unmasked Estep 
Score: -10169806.000000 Penalty: 3946.327637
	Iteration 17Q: 3 clusters Score -1.016981e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 170562 members 
Entering Unmasked Estep 
Score: -10169915.000000 Penalty: 3946.327637
	Iteration 18Q: 3 clusters Score -1.016992e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 171135 members 
Entering Unmasked Estep 
Score: -10170016.000000 Penalty: 3946.327637
	Iteration 19Q: 3 clusters Score -1.017002e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 171616 members 
Entering Unmasked Estep 
Score: -10170114.000000 Penalty: 3946.327637
	Iteration 20F: 3 clusters Score -1.017011e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 172075 members 
Entering Unmasked Estep 
Score: -10170204.000000 Penalty: 3946.327637
	Iteration 21Q: 3 clusters Score -1.01702e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 172492 members 
Entering Unmasked Estep 
Score: -10170261.000000 Penalty: 3946.327637
	Iteration 22Q: 3 clusters Score -1.017026e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 172873 members 
Entering Unmasked Estep 
Score: -10170335.000000 Penalty: 3946.327637
	Iteration 23Q: 3 clusters Score -1.017034e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 173211 members 
Entering Unmasked Estep 
Score: -10170348.000000 Penalty: 3946.327637
	Iteration 24Q: 3 clusters Score -1.017035e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 173527 members 
Entering Unmasked Estep 
Score: -10170379.000000 Penalty: 3946.327637
	Iteration 25Q: 3 clusters Score -1.017038e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 173807 members 
Entering Unmasked Estep 
Score: -10170406.000000 Penalty: 3946.327637
	Iteration 26Q: 3 clusters Score -1.017041e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 174062 members 
Entering Unmasked Estep 
Score: -10170390.000000 Penalty: 3946.327637
	Iteration 27Q: 3 clusters Score -1.017039e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 174296 members 
Entering Unmasked Estep 
Score: -10170412.000000 Penalty: 3946.327637
	Iteration 28Q: 3 clusters Score -1.017041e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 174507 members 
Entering Unmasked Estep 
Score: -10170399.000000 Penalty: 3946.327637
	Iteration 29Q: 3 clusters Score -1.01704e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 174717 members 
Entering Unmasked Estep 
Score: -10170417.000000 Penalty: 3946.327637
	Iteration 30Q: 3 clusters Score -1.017042e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 174918 members 
Entering Unmasked Estep 
Score: -10170425.000000 Penalty: 3946.327637
	Iteration 31Q: 3 clusters Score -1.017042e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 175114 members 
Entering Unmasked Estep 
Score: -10170426.000000 Penalty: 3946.327637
	Iteration 32Q: 3 clusters Score -1.017043e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 175288 members 
Entering Unmasked Estep 
Score: -10170427.000000 Penalty: 3946.327637
	Iteration 33Q: 3 clusters Score -1.017043e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 175458 members 
Entering Unmasked Estep 
Score: -10170448.000000 Penalty: 3946.327637
	Iteration 34Q: 3 clusters Score -1.017045e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 175626 members 
Entering Unmasked Estep 
Score: -10170443.000000 Penalty: 3946.327637
	Iteration 35Q: 3 clusters Score -1.017044e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 175779 members 
Entering Unmasked Estep 
Score: -10170467.000000 Penalty: 3946.327637
	Iteration 36Q: 3 clusters Score -1.017047e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 175941 members 
Entering Unmasked Estep 
Score: -10170465.000000 Penalty: 3946.327637
	Iteration 37Q: 3 clusters Score -1.017046e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 176103 members 
Entering Unmasked Estep 
Score: -10170502.000000 Penalty: 3946.327637
	Iteration 38Q: 3 clusters Score -1.01705e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 176263 members 
Entering Unmasked Estep 
Score: -10170517.000000 Penalty: 3946.327637
	Iteration 39Q: 3 clusters Score -1.017052e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 176414 members 
Entering Unmasked Estep 
Score: -10170558.000000 Penalty: 3946.327637
	Iteration 40F: 3 clusters Score -1.017056e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 176574 members 
Entering Unmasked Estep 
Score: -10170603.000000 Penalty: 3946.327637
	Iteration 41Q: 3 clusters Score -1.01706e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 176721 members 
Entering Unmasked Estep 
Score: -10170630.000000 Penalty: 3946.327637
	Iteration 42Q: 3 clusters Score -1.017063e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 176873 members 
Entering Unmasked Estep 
Score: -10170630.000000 Penalty: 3946.327637
	Iteration 43Q: 3 clusters Score -1.017063e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 177015 members 
Entering Unmasked Estep 
Score: -10170623.000000 Penalty: 3946.327637
	Iteration 44Q: 3 clusters Score -1.017062e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 177155 members 
Entering Unmasked Estep 
Score: -10170641.000000 Penalty: 3946.327637
	Iteration 45Q: 3 clusters Score -1.017064e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 177299 members 
Entering Unmasked Estep 
Score: -10170629.000000 Penalty: 3946.327637
	Iteration 46Q: 3 clusters Score -1.017063e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 177424 members 
Entering Unmasked Estep 
Score: -10170641.000000 Penalty: 3946.327637
	Iteration 47Q: 3 clusters Score -1.017064e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 177533 members 
Entering Unmasked Estep 
Score: -10170660.000000 Penalty: 3946.327637
	Iteration 48Q: 3 clusters Score -1.017066e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 177642 members 
Entering Unmasked Estep 
Score: -10170679.000000 Penalty: 3946.327637
	Iteration 49Q: 3 clusters Score -1.017068e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 177740 members 
Entering Unmasked Estep 
Score: -10170688.000000 Penalty: 3946.327637
	Iteration 50Q: 3 clusters Score -1.017069e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 177842 members 
Entering Unmasked Estep 
Score: -10170707.000000 Penalty: 3946.327637
	Iteration 51Q: 3 clusters Score -1.017071e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 177957 members 
Entering Unmasked Estep 
Score: -10170732.000000 Penalty: 3946.327637
	Iteration 52Q: 3 clusters Score -1.017073e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 178080 members 
Entering Unmasked Estep 
Score: -10170709.000000 Penalty: 3946.327637
	Iteration 53Q: 3 clusters Score -1.017071e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 178204 members 
Entering Unmasked Estep 
Score: -10170714.000000 Penalty: 3946.327637
	Iteration 54Q: 3 clusters Score -1.017071e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 178328 members 
Entering Unmasked Estep 
Score: -10170720.000000 Penalty: 3946.327637
	Iteration 55Q: 3 clusters Score -1.017072e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 178473 members 
Entering Unmasked Estep 
Score: -10170725.000000 Penalty: 3946.327637
	Iteration 56Q: 3 clusters Score -1.017072e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 178603 members 
Entering Unmasked Estep 
Score: -10170746.000000 Penalty: 3946.327637
	Iteration 57Q: 3 clusters Score -1.017075e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 178738 members 
Entering Unmasked Estep 
Score: -10170779.000000 Penalty: 3946.327637
	Iteration 58Q: 3 clusters Score -1.017078e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 178889 members 
Entering Unmasked Estep 
Score: -10170789.000000 Penalty: 3946.327637
	Iteration 59Q: 3 clusters Score -1.017079e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 179058 members 
Entering Unmasked Estep 
Score: -10170821.000000 Penalty: 3946.327637
	Iteration 60F: 3 clusters Score -1.017082e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 179218 members 
Entering Unmasked Estep 
Score: -10170814.000000 Penalty: 3946.327637
	Iteration 61Q: 3 clusters Score -1.017081e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 179354 members 
Entering Unmasked Estep 
Score: -10170816.000000 Penalty: 3946.327637
	Iteration 62Q: 3 clusters Score -1.017082e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 179476 members 
Entering Unmasked Estep 
Score: -10170832.000000 Penalty: 3946.327637
	Iteration 63Q: 3 clusters Score -1.017083e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 179599 members 
Entering Unmasked Estep 
Score: -10170853.000000 Penalty: 3946.327637
	Iteration 64Q: 3 clusters Score -1.017085e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 179722 members 
Entering Unmasked Estep 
Score: -10170886.000000 Penalty: 3946.327637
	Iteration 65Q: 3 clusters Score -1.017089e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 179852 members 
Entering Unmasked Estep 
Score: -10170889.000000 Penalty: 3946.327637
	Iteration 66Q: 3 clusters Score -1.017089e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 179982 members 
Entering Unmasked Estep 
Score: -10170897.000000 Penalty: 3946.327637
	Iteration 67Q: 3 clusters Score -1.01709e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 180108 members 
Entering Unmasked Estep 
Score: -10170931.000000 Penalty: 3946.327637
	Iteration 68Q: 3 clusters Score -1.017093e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 180230 members 
Entering Unmasked Estep 
Score: -10170947.000000 Penalty: 3946.327637
	Iteration 69Q: 3 clusters Score -1.017095e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 180341 members 
Entering Unmasked Estep 
Score: -10170945.000000 Penalty: 3946.327637
	Iteration 70Q: 3 clusters Score -1.017094e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 180445 members 
Entering Unmasked Estep 
Score: -10170941.000000 Penalty: 3946.327637
	Iteration 71Q: 3 clusters Score -1.017094e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 180544 members 
Entering Unmasked Estep 
Score: -10170936.000000 Penalty: 3946.327637
	Iteration 72Q: 3 clusters Score -1.017094e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 180638 members 
Entering Unmasked Estep 
Score: -10170948.000000 Penalty: 3946.327637
	Iteration 73Q: 3 clusters Score -1.017095e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 180719 members 
Entering Unmasked Estep 
Score: -10170942.000000 Penalty: 3946.327637
	Iteration 74Q: 3 clusters Score -1.017094e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 180776 members 
Entering Unmasked Estep 
Score: -10170929.000000 Penalty: 3946.327637
	Iteration 75Q: 3 clusters Score -1.017093e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 180824 members 
Entering Unmasked Estep 
Score: -10170927.000000 Penalty: 3946.327637
	Iteration 76Q: 3 clusters Score -1.017093e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 180870 members 
Entering Unmasked Estep 
Score: -10170937.000000 Penalty: 3946.327637
	Iteration 77Q: 3 clusters Score -1.017094e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 180912 members 
Entering Unmasked Estep 
Score: -10170928.000000 Penalty: 3946.327637
	Iteration 78Q: 3 clusters Score -1.017093e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 180962 members 
Entering Unmasked Estep 
Score: -10170947.000000 Penalty: 3946.327637
	Iteration 79Q: 3 clusters Score -1.017095e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 181016 members 
Entering Unmasked Estep 
Score: -10170949.000000 Penalty: 3946.327637
	Iteration 80F: 3 clusters Score -1.017095e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 181076 members 
Entering Unmasked Estep 
Score: -10170961.000000 Penalty: 3946.327637
	Iteration 81Q: 3 clusters Score -1.017096e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 181138 members 
Entering Unmasked Estep 
Score: -10170987.000000 Penalty: 3946.327637
	Iteration 82Q: 3 clusters Score -1.017099e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 181186 members 
Entering Unmasked Estep 
Score: -10170974.000000 Penalty: 3946.327637
	Iteration 83Q: 3 clusters Score -1.017097e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 181244 members 
Entering Unmasked Estep 
Score: -10170982.000000 Penalty: 3946.327637
	Iteration 84Q: 3 clusters Score -1.017098e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 181295 members 
Entering Unmasked Estep 
Score: -10170995.000000 Penalty: 3946.327637
	Iteration 85Q: 3 clusters Score -1.0171e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 181349 members 
Entering Unmasked Estep 
Score: -10170991.000000 Penalty: 3946.327637
	Iteration 86Q: 3 clusters Score -1.017099e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 181391 members 
Entering Unmasked Estep 
Score: -10170970.000000 Penalty: 3946.327637
	Iteration 87Q: 3 clusters Score -1.017097e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 181432 members 
Entering Unmasked Estep 
Score: -10170969.000000 Penalty: 3946.327637
	Iteration 88Q: 3 clusters Score -1.017097e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 181483 members 
Entering Unmasked Estep 
Score: -10170976.000000 Penalty: 3946.327637
	Iteration 89Q: 3 clusters Score -1.017098e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 181525 members 
Entering Unmasked Estep 
Score: -10170980.000000 Penalty: 3946.327637
	Iteration 90Q: 3 clusters Score -1.017098e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 181561 members 
Entering Unmasked Estep 
Score: -10170985.000000 Penalty: 3946.327637
	Iteration 91Q: 3 clusters Score -1.017098e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 181596 members 
Entering Unmasked Estep 
Score: -10171010.000000 Penalty: 3946.327637
	Iteration 92Q: 3 clusters Score -1.017101e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 181626 members 
Entering Unmasked Estep 
Score: -10171001.000000 Penalty: 3946.327637
	Iteration 93Q: 3 clusters Score -1.0171e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 181663 members 
Entering Unmasked Estep 
Score: -10170999.000000 Penalty: 3946.327637
	Iteration 94Q: 3 clusters Score -1.0171e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 181697 members 
Entering Unmasked Estep 
Score: -10171009.000000 Penalty: 3946.327637
	Iteration 95Q: 3 clusters Score -1.017101e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 181736 members 
Entering Unmasked Estep 
Score: -10171012.000000 Penalty: 3946.327637
	Iteration 96Q: 3 clusters Score -1.017101e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 181781 members 
Entering Unmasked Estep 
Score: -10171027.000000 Penalty: 3946.327637
	Iteration 97Q: 3 clusters Score -1.017103e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 181811 members 
Entering Unmasked Estep 
Score: -10171048.000000 Penalty: 3946.327637
	Iteration 98Q: 3 clusters Score -1.017105e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 181848 members 
Entering Unmasked Estep 
Score: -10171055.000000 Penalty: 3946.327637
	Iteration 99Q: 3 clusters Score -1.017106e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 181887 members 
Entering Unmasked Estep 
Score: -10171061.000000 Penalty: 3946.327637
	Iteration 100F: 3 clusters Score -1.017106e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 181914 members 
Entering Unmasked Estep 
Score: -10171059.000000 Penalty: 3946.327637
	Iteration 101Q: 3 clusters Score -1.017106e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 181948 members 
Entering Unmasked Estep 
Score: -10171055.000000 Penalty: 3946.327637
	Iteration 102Q: 3 clusters Score -1.017106e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 181982 members 
Entering Unmasked Estep 
Score: -10171062.000000 Penalty: 3946.327637
	Iteration 103Q: 3 clusters Score -1.017106e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 182019 members 
Entering Unmasked Estep 
Score: -10171066.000000 Penalty: 3946.327637
	Iteration 104Q: 3 clusters Score -1.017107e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 182063 members 
Entering Unmasked Estep 
Score: -10171058.000000 Penalty: 3946.327637
	Iteration 105Q: 3 clusters Score -1.017106e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 182118 members 
Entering Unmasked Estep 
Score: -10171058.000000 Penalty: 3946.327637
	Iteration 106Q: 3 clusters Score -1.017106e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 182173 members 
Entering Unmasked Estep 
Score: -10171084.000000 Penalty: 3946.327637
	Iteration 107Q: 3 clusters Score -1.017108e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 182227 members 
Entering Unmasked Estep 
Score: -10171096.000000 Penalty: 3946.327637
	Iteration 108Q: 3 clusters Score -1.01711e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 182278 members 
Entering Unmasked Estep 
Score: -10171065.000000 Penalty: 3946.327637
	Iteration 109Q: 3 clusters Score -1.017106e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 182325 members 
Entering Unmasked Estep 
Score: -10171060.000000 Penalty: 3946.327637
	Iteration 110Q: 3 clusters Score -1.017106e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 182355 members 
Entering Unmasked Estep 
Score: -10171056.000000 Penalty: 3946.327637
	Iteration 111Q: 3 clusters Score -1.017106e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 182387 members 
Entering Unmasked Estep 
Score: -10171069.000000 Penalty: 3946.327637
	Iteration 112Q: 3 clusters Score -1.017107e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 182415 members 
Entering Unmasked Estep 
Score: -10171060.000000 Penalty: 3946.327637
	Iteration 113Q: 3 clusters Score -1.017106e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 182438 members 
Entering Unmasked Estep 
Score: -10171078.000000 Penalty: 3946.327637
	Iteration 114Q: 3 clusters Score -1.017108e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 182470 members 
Entering Unmasked Estep 
Score: -10171073.000000 Penalty: 3946.327637
	Iteration 115Q: 3 clusters Score -1.017107e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 182501 members 
Entering Unmasked Estep 
Score: -10171073.000000 Penalty: 3946.327637
	Iteration 116Q: 3 clusters Score -1.017107e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 182533 members 
Entering Unmasked Estep 
Score: -10171094.000000 Penalty: 3946.327637
	Iteration 117Q: 3 clusters Score -1.017109e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 182561 members 
Entering Unmasked Estep 
Score: -10171096.000000 Penalty: 3946.327637
	Iteration 118Q: 3 clusters Score -1.01711e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 182598 members 
Entering Unmasked Estep 
Score: -10171108.000000 Penalty: 3946.327637
	Iteration 119Q: 3 clusters Score -1.017111e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 182636 members 
Entering Unmasked Estep 
Score: -10171101.000000 Penalty: 3946.327637
	Iteration 120F: 3 clusters Score -1.01711e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 182671 members 
Entering Unmasked Estep 
Score: -10171098.000000 Penalty: 3946.327637
	Iteration 121Q: 3 clusters Score -1.01711e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 182707 members 
Entering Unmasked Estep 
Score: -10171112.000000 Penalty: 3946.327637
	Iteration 122Q: 3 clusters Score -1.017111e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 182741 members 
Entering Unmasked Estep 
Score: -10171110.000000 Penalty: 3946.327637
	Iteration 123Q: 3 clusters Score -1.017111e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 182777 members 
Entering Unmasked Estep 
Score: -10171125.000000 Penalty: 3946.327637
	Iteration 124Q: 3 clusters Score -1.017112e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 182812 members 
Entering Unmasked Estep 
Score: -10171125.000000 Penalty: 3946.327637
	Iteration 125Q: 3 clusters Score -1.017112e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 182851 members 
Entering Unmasked Estep 
Score: -10171140.000000 Penalty: 3946.327637
	Iteration 126Q: 3 clusters Score -1.017114e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 182885 members 
Entering Unmasked Estep 
Score: -10171115.000000 Penalty: 3946.327637
	Iteration 127Q: 3 clusters Score -1.017112e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 182926 members 
Entering Unmasked Estep 
Score: -10171121.000000 Penalty: 3946.327637
	Iteration 128Q: 3 clusters Score -1.017112e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 182971 members 
Entering Unmasked Estep 
Score: -10171115.000000 Penalty: 3946.327637
	Iteration 129Q: 3 clusters Score -1.017112e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 183016 members 
Entering Unmasked Estep 
Score: -10171143.000000 Penalty: 3946.327637
	Iteration 130Q: 3 clusters Score -1.017114e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 183073 members 
Entering Unmasked Estep 
Score: -10171158.000000 Penalty: 3946.327637
	Iteration 131Q: 3 clusters Score -1.017116e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 183127 members 
Entering Unmasked Estep 
Score: -10171165.000000 Penalty: 3946.327637
	Iteration 132Q: 3 clusters Score -1.017116e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 183189 members 
Entering Unmasked Estep 
Score: -10171143.000000 Penalty: 3946.327637
	Iteration 133Q: 3 clusters Score -1.017114e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 183253 members 
Entering Unmasked Estep 
Score: -10171143.000000 Penalty: 3946.327637
	Iteration 134Q: 3 clusters Score -1.017114e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 183303 members 
Entering Unmasked Estep 
Score: -10171165.000000 Penalty: 3946.327637
	Iteration 135Q: 3 clusters Score -1.017116e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 183345 members 
Entering Unmasked Estep 
Score: -10171146.000000 Penalty: 3946.327637
	Iteration 136Q: 3 clusters Score -1.017115e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 183381 members 
Entering Unmasked Estep 
Score: -10171156.000000 Penalty: 3946.327637
	Iteration 137Q: 3 clusters Score -1.017116e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 183406 members 
Entering Unmasked Estep 
Score: -10171171.000000 Penalty: 3946.327637
	Iteration 138Q: 3 clusters Score -1.017117e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 183427 members 
Entering Unmasked Estep 
Score: -10171170.000000 Penalty: 3946.327637
	Iteration 139Q: 3 clusters Score -1.017117e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 183455 members 
Entering Unmasked Estep 
Score: -10171173.000000 Penalty: 3946.327637
	Iteration 140F: 3 clusters Score -1.017117e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 183475 members 
Entering Unmasked Estep 
Score: -10171177.000000 Penalty: 3946.327637
	Iteration 141Q: 3 clusters Score -1.017118e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 183494 members 
Entering Unmasked Estep 
Score: -10171179.000000 Penalty: 3946.327637
	Iteration 142Q: 3 clusters Score -1.017118e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 183508 members 
Entering Unmasked Estep 
Score: -10171187.000000 Penalty: 3946.327637
	Iteration 143Q: 3 clusters Score -1.017119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 183525 members 
Entering Unmasked Estep 
Score: -10171190.000000 Penalty: 3946.327637
	Iteration 144Q: 3 clusters Score -1.017119e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 183539 members 
Entering Unmasked Estep 
Score: -10171193.000000 Penalty: 3946.327637
	Iteration 145Q: 3 clusters Score -1.017119e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 183561 members 
Entering Unmasked Estep 
Score: -10171181.000000 Penalty: 3946.327637
	Iteration 146Q: 3 clusters Score -1.017118e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 183577 members 
Entering Unmasked Estep 
Score: -10171190.000000 Penalty: 3946.327637
	Iteration 147Q: 3 clusters Score -1.017119e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 183589 members 
Entering Unmasked Estep 
Score: -10171184.000000 Penalty: 3946.327637
	Iteration 148Q: 3 clusters Score -1.017118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 183602 members 
Entering Unmasked Estep 
Score: -10171202.000000 Penalty: 3946.327637
	Iteration 149Q: 3 clusters Score -1.01712e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 183616 members 
Entering Unmasked Estep 
Score: -10171207.000000 Penalty: 3946.327637
	Iteration 150Q: 3 clusters Score -1.017121e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 183631 members 
Entering Unmasked Estep 
Score: -10171200.000000 Penalty: 3946.327637
	Iteration 151Q: 3 clusters Score -1.01712e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 183644 members 
Entering Unmasked Estep 
Score: -10171205.000000 Penalty: 3946.327637
	Iteration 152Q: 3 clusters Score -1.01712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 183655 members 
Entering Unmasked Estep 
Score: -10171212.000000 Penalty: 3946.327637
	Iteration 153Q: 3 clusters Score -1.017121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 183664 members 
Entering Unmasked Estep 
Score: -10171212.000000 Penalty: 3946.327637
	Iteration 154Q: 3 clusters Score -1.017121e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 183675 members 
Entering Unmasked Estep 
Score: -10171215.000000 Penalty: 3946.327637
	Iteration 155Q: 3 clusters Score -1.017122e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 183697 members 
Entering Unmasked Estep 
Score: -10171210.000000 Penalty: 3946.327637
	Iteration 156Q: 3 clusters Score -1.017121e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 183715 members 
Entering Unmasked Estep 
Score: -10171204.000000 Penalty: 3946.327637
	Iteration 157Q: 3 clusters Score -1.01712e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 183731 members 
Entering Unmasked Estep 
Score: -10171195.000000 Penalty: 3946.327637
	Iteration 158Q: 3 clusters Score -1.01712e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 183749 members 
Entering Unmasked Estep 
Score: -10171204.000000 Penalty: 3946.327637
	Iteration 159Q: 3 clusters Score -1.01712e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 183763 members 
Entering Unmasked Estep 
Score: -10171219.000000 Penalty: 3946.327637
	Iteration 160F: 3 clusters Score -1.017122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 183776 members 
Entering Unmasked Estep 
Score: -10171222.000000 Penalty: 3946.327637
	Iteration 161Q: 3 clusters Score -1.017122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 183782 members 
Entering Unmasked Estep 
Score: -10171221.000000 Penalty: 3946.327637
	Iteration 162Q: 3 clusters Score -1.017122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 183789 members 
Entering Unmasked Estep 
Score: -10171213.000000 Penalty: 3946.327637
	Iteration 163Q: 3 clusters Score -1.017121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 183798 members 
Entering Unmasked Estep 
Score: -10171205.000000 Penalty: 3946.327637
	Iteration 164Q: 3 clusters Score -1.01712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 183807 members 
Entering Unmasked Estep 
Score: -10171199.000000 Penalty: 3946.327637
	Iteration 165Q: 3 clusters Score -1.01712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 183819 members 
Entering Unmasked Estep 
Score: -10171210.000000 Penalty: 3946.327637
	Iteration 166Q: 3 clusters Score -1.017121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 183829 members 
Entering Unmasked Estep 
Score: -10171217.000000 Penalty: 3946.327637
	Iteration 167Q: 3 clusters Score -1.017122e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 183842 members 
Entering Unmasked Estep 
Score: -10171209.000000 Penalty: 3946.327637
	Iteration 168Q: 3 clusters Score -1.017121e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 183856 members 
Entering Unmasked Estep 
Score: -10171217.000000 Penalty: 3946.327637
	Iteration 169Q: 3 clusters Score -1.017122e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 183872 members 
Entering Unmasked Estep 
Score: -10171215.000000 Penalty: 3946.327637
	Iteration 170Q: 3 clusters Score -1.017122e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 183881 members 
Entering Unmasked Estep 
Score: -10171228.000000 Penalty: 3946.327637
	Iteration 171Q: 3 clusters Score -1.017123e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 183896 members 
Entering Unmasked Estep 
Score: -10171218.000000 Penalty: 3946.327637
	Iteration 172Q: 3 clusters Score -1.017122e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 183914 members 
Entering Unmasked Estep 
Score: -10171210.000000 Penalty: 3946.327637
	Iteration 173Q: 3 clusters Score -1.017121e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 183930 members 
Entering Unmasked Estep 
Score: -10171220.000000 Penalty: 3946.327637
	Iteration 174Q: 3 clusters Score -1.017122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 183940 members 
Entering Unmasked Estep 
Score: -10171222.000000 Penalty: 3946.327637
	Iteration 175Q: 3 clusters Score -1.017122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 183954 members 
Entering Unmasked Estep 
Score: -10171214.000000 Penalty: 3946.327637
	Iteration 176Q: 3 clusters Score -1.017121e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 183961 members 
Entering Unmasked Estep 
Score: -10171219.000000 Penalty: 3946.327637
	Iteration 177Q: 3 clusters Score -1.017122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 183971 members 
Entering Unmasked Estep 
Score: -10171217.000000 Penalty: 3946.327637
	Iteration 178Q: 3 clusters Score -1.017122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 183977 members 
Entering Unmasked Estep 
Score: -10171214.000000 Penalty: 3946.327637
	Iteration 179Q: 3 clusters Score -1.017121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 183983 members 
Entering Unmasked Estep 
Score: -10171216.000000 Penalty: 3946.327637
	Iteration 180F: 3 clusters Score -1.017122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 183989 members 
Entering Unmasked Estep 
Score: -10171198.000000 Penalty: 3946.327637
	Iteration 181Q: 3 clusters Score -1.01712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 183995 members 
Entering Unmasked Estep 
Score: -10171207.000000 Penalty: 3946.327637
	Iteration 182Q: 3 clusters Score -1.017121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 184000 members 
Entering Unmasked Estep 
Score: -10171209.000000 Penalty: 3946.327637
	Iteration 183Q: 3 clusters Score -1.017121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 184008 members 
Entering Unmasked Estep 
Score: -10171219.000000 Penalty: 3946.327637
	Iteration 184Q: 3 clusters Score -1.017122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 184014 members 
Entering Unmasked Estep 
Score: -10171232.000000 Penalty: 3946.327637
	Iteration 185Q: 3 clusters Score -1.017123e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 184026 members 
Entering Unmasked Estep 
Score: -10171250.000000 Penalty: 3946.327637
	Iteration 186Q: 3 clusters Score -1.017125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 184041 members 
Entering Unmasked Estep 
Score: -10171239.000000 Penalty: 3946.327637
	Iteration 187Q: 3 clusters Score -1.017124e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 184052 members 
Entering Unmasked Estep 
Score: -10171239.000000 Penalty: 3946.327637
	Iteration 188Q: 3 clusters Score -1.017124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 184061 members 
Entering Unmasked Estep 
Score: -10171228.000000 Penalty: 3946.327637
	Iteration 189Q: 3 clusters Score -1.017123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 184070 members 
Entering Unmasked Estep 
Score: -10171231.000000 Penalty: 3946.327637
	Iteration 190Q: 3 clusters Score -1.017123e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 184080 members 
Entering Unmasked Estep 
Score: -10171241.000000 Penalty: 3946.327637
	Iteration 191Q: 3 clusters Score -1.017124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 184087 members 
Entering Unmasked Estep 
Score: -10171242.000000 Penalty: 3946.327637
	Iteration 192Q: 3 clusters Score -1.017124e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 184097 members 
Entering Unmasked Estep 
Score: -10171238.000000 Penalty: 3946.327637
	Iteration 193Q: 3 clusters Score -1.017124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 184102 members 
Entering Unmasked Estep 
Score: -10171249.000000 Penalty: 3946.327637
	Iteration 194Q: 3 clusters Score -1.017125e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 184113 members 
Entering Unmasked Estep 
Score: -10171245.000000 Penalty: 3946.327637
	Iteration 195Q: 3 clusters Score -1.017124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 184126 members 
Entering Unmasked Estep 
Score: -10171249.000000 Penalty: 3946.327637
	Iteration 196Q: 3 clusters Score -1.017125e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 184137 members 
Entering Unmasked Estep 
Score: -10171244.000000 Penalty: 3946.327637
	Iteration 197Q: 3 clusters Score -1.017124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 184148 members 
Entering Unmasked Estep 
Score: -10171243.000000 Penalty: 3946.327637
	Iteration 198Q: 3 clusters Score -1.017124e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 184162 members 
Entering Unmasked Estep 
Score: -10171244.000000 Penalty: 3946.327637
	Iteration 199Q: 3 clusters Score -1.017124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 184173 members 
Entering Unmasked Estep 
Score: -10171250.000000 Penalty: 3946.327637
	Iteration 200F: 3 clusters Score -1.017125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 184177 members 
Entering Unmasked Estep 
Score: -10171250.000000 Penalty: 3946.327637
	Iteration 201Q: 3 clusters Score -1.017125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 184182 members 
Entering Unmasked Estep 
Score: -10171249.000000 Penalty: 3946.327637
	Iteration 202Q: 3 clusters Score -1.017125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 184188 members 
Entering Unmasked Estep 
Score: -10171244.000000 Penalty: 3946.327637
	Iteration 203Q: 3 clusters Score -1.017124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 184193 members 
Entering Unmasked Estep 
Score: -10171239.000000 Penalty: 3946.327637
	Iteration 204Q: 3 clusters Score -1.017124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 184201 members 
Entering Unmasked Estep 
Score: -10171246.000000 Penalty: 3946.327637
	Iteration 205Q: 3 clusters Score -1.017125e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 184213 members 
Entering Unmasked Estep 
Score: -10171253.000000 Penalty: 3946.327637
	Iteration 206Q: 3 clusters Score -1.017125e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 184227 members 
Entering Unmasked Estep 
Score: -10171269.000000 Penalty: 3946.327637
	Iteration 207Q: 3 clusters Score -1.017127e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 184237 members 
Entering Unmasked Estep 
Score: -10171270.000000 Penalty: 3946.327637
	Iteration 208Q: 3 clusters Score -1.017127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 184241 members 
Entering Unmasked Estep 
Score: -10171275.000000 Penalty: 3946.327637
	Iteration 209Q: 3 clusters Score -1.017128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 184245 members 
Entering Unmasked Estep 
Score: -10171277.000000 Penalty: 3946.327637
	Iteration 210Q: 3 clusters Score -1.017128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 184249 members 
Entering Unmasked Estep 
Score: -10171280.000000 Penalty: 3946.327637
	Iteration 211Q: 3 clusters Score -1.017128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 184255 members 
Entering Unmasked Estep 
Score: -10171275.000000 Penalty: 3946.327637
	Iteration 212Q: 3 clusters Score -1.017128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 184256 members 
Entering Unmasked Estep 
Score: -10171277.000000 Penalty: 3946.327637
	Iteration 213Q: 3 clusters Score -1.017128e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 184255 members 
Entering Unmasked Estep 
Score: -10171273.000000 Penalty: 3946.327637
	Iteration 214Q: 3 clusters Score -1.017127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 184255 members 
Entering Unmasked Estep 
Score: -10171273.000000 Penalty: 3946.327637
	Iteration 215F: 3 clusters Score -1.017127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Entering Unmasked Estep 
Score: -163835.109375 Penalty: 1327.609253
	Iteration 0F: 2 clusters Score -163835.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -160765.968750 Penalty: 2655.218506
	Iteration 0F: 3 clusters Score -160766 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -161723.468750 Penalty: 2655.218506
	Iteration 1F: 3 clusters Score -161723.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -162138.203125 Penalty: 2655.218506
	Iteration 2F: 3 clusters Score -162138.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -162560.671875 Penalty: 2655.218506
	Iteration 3F: 3 clusters Score -162560.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -162881.718750 Penalty: 2655.218506
	Iteration 4F: 3 clusters Score -162881.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -163094.531250 Penalty: 2655.218506
	Iteration 5F: 3 clusters Score -163094.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -163215.312500 Penalty: 2655.218506
	Iteration 6Q: 3 clusters Score -163215.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -163301.562500 Penalty: 2655.218506
	Iteration 7Q: 3 clusters Score -163301.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -163352.703125 Penalty: 2655.218506
	Iteration 8Q: 3 clusters Score -163352.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -163386.937500 Penalty: 2655.218506
	Iteration 9Q: 3 clusters Score -163386.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -163404.890625 Penalty: 2655.218506
	Iteration 10Q: 3 clusters Score -163404.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -163412.828125 Penalty: 2655.218506
	Iteration 11Q: 3 clusters Score -163412.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -163415.375000 Penalty: 2655.218506
	Iteration 12Q: 3 clusters Score -163415.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -163418.875000 Penalty: 2655.218506
	Iteration 13Q: 3 clusters Score -163418.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -163423.734375 Penalty: 2655.218506
	Iteration 14Q: 3 clusters Score -163423.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -163431.625000 Penalty: 2655.218506
	Iteration 15Q: 3 clusters Score -163431.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -163446.843750 Penalty: 2655.218506
	Iteration 16Q: 3 clusters Score -163446.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -163469.328125 Penalty: 2655.218506
	Iteration 17Q: 3 clusters Score -163469.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -163499.046875 Penalty: 2655.218506
	Iteration 18Q: 3 clusters Score -163499 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -163527.343750 Penalty: 2655.218506
	Iteration 19Q: 3 clusters Score -163527.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -163556.718750 Penalty: 2655.218506
	Iteration 20F: 3 clusters Score -163556.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -163566.375000 Penalty: 2655.218506
	Iteration 21Q: 3 clusters Score -163566.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -163571.015625 Penalty: 2655.218506
	Iteration 22Q: 3 clusters Score -163571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -163577.890625 Penalty: 2655.218506
	Iteration 23Q: 3 clusters Score -163577.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -163581.296875 Penalty: 2655.218506
	Iteration 24Q: 3 clusters Score -163581.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -163584.375000 Penalty: 2655.218506
	Iteration 25Q: 3 clusters Score -163584.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -163586.531250 Penalty: 2655.218506
	Iteration 26Q: 3 clusters Score -163586.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -163587.750000 Penalty: 2655.218506
	Iteration 27Q: 3 clusters Score -163587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -163587.968750 Penalty: 2655.218506
	Iteration 28Q: 3 clusters Score -163588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -163587.968750 Penalty: 2655.218506
	Iteration 29F: 3 clusters Score -163588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -65252.226562 Penalty: 1181.877563
	Iteration 0F: 2 clusters Score -65252.23 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 729 members 
Entering Unmasked Estep 
Score: -63536.289062 Penalty: 2363.755127
	Iteration 0F: 3 clusters Score -63536.29 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -63906.308594 Penalty: 2363.755127
	Iteration 1F: 3 clusters Score -63906.31 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -64139.875000 Penalty: 2363.755127
	Iteration 2F: 3 clusters Score -64139.88 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -64429.777344 Penalty: 2363.755127
	Iteration 3F: 3 clusters Score -64429.78 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -64866.292969 Penalty: 2363.755127
	Iteration 4F: 3 clusters Score -64866.29 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -65256.945312 Penalty: 2363.755127
	Iteration 5F: 3 clusters Score -65256.95 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -65454.035156 Penalty: 2363.755127
	Iteration 6F: 3 clusters Score -65454.04 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -65526.089844 Penalty: 2363.755127
	Iteration 7Q: 3 clusters Score -65526.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -65558.421875 Penalty: 2363.755127
	Iteration 8Q: 3 clusters Score -65558.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -65583.812500 Penalty: 2363.755127
	Iteration 9Q: 3 clusters Score -65583.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -65599.843750 Penalty: 2363.755127
	Iteration 10Q: 3 clusters Score -65599.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -65607.835938 Penalty: 2363.755127
	Iteration 11Q: 3 clusters Score -65607.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -65611.437500 Penalty: 2363.755127
	Iteration 12Q: 3 clusters Score -65611.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -65613.281250 Penalty: 2363.755127
	Iteration 13Q: 3 clusters Score -65613.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -65621.132812 Penalty: 2363.755127
	Iteration 14Q: 3 clusters Score -65621.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -65622.226562 Penalty: 2363.755127
	Iteration 15Q: 3 clusters Score -65622.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -65622.226562 Penalty: 2363.755127
	Iteration 16F: 3 clusters Score -65622.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87158 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 7374 members 
Mstep: Class 4 contains 10548 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32319 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 15198 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3439 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6815 members 
Mstep: Class 15 contains 78341 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 108016 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187690 members 
Mstep: Class 23 contains 3533 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8668 members 
Mstep: Class 28 contains 1853 members 
Mstep: Class 29 contains 965 members 
Entering Unmasked Estep 
Score: -35943832.000000 Penalty: 63496.980469
Splitting cluster 24 changes total score from -35944504.000000 to -35943832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (8590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Entering Unmasked Estep 
Score: -471511.968750 Penalty: 1471.982544
	Iteration 0F: 2 clusters Score -471512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -465274.031250 Penalty: 2943.965088
	Iteration 0F: 3 clusters Score -465274 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -467172.031250 Penalty: 2943.965088
	Iteration 1F: 3 clusters Score -467172 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -467406.093750 Penalty: 2943.965088
	Iteration 2F: 3 clusters Score -467406.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -467598.031250 Penalty: 2943.965088
	Iteration 3F: 3 clusters Score -467598 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -467766.843750 Penalty: 2943.965088
	Iteration 4Q: 3 clusters Score -467766.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -467932.781250 Penalty: 2943.965088
	Iteration 5Q: 3 clusters Score -467932.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -468134.625000 Penalty: 2943.965088
	Iteration 6Q: 3 clusters Score -468134.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -468394.281250 Penalty: 2943.965088
	Iteration 7Q: 3 clusters Score -468394.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -468720.312500 Penalty: 2943.965088
	Iteration 8F: 3 clusters Score -468720.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -469093.656250 Penalty: 2943.965088
	Iteration 9F: 3 clusters Score -469093.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -469436.687500 Penalty: 2943.965088
	Iteration 10Q: 3 clusters Score -469436.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -469705.406250 Penalty: 2943.965088
	Iteration 11Q: 3 clusters Score -469705.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -469875.031250 Penalty: 2943.965088
	Iteration 12Q: 3 clusters Score -469875 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -469988.625000 Penalty: 2943.965088
	Iteration 13Q: 3 clusters Score -469988.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -470060.593750 Penalty: 2943.965088
	Iteration 14Q: 3 clusters Score -470060.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -470109.500000 Penalty: 2943.965088
	Iteration 15Q: 3 clusters Score -470109.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -470132.593750 Penalty: 2943.965088
	Iteration 16Q: 3 clusters Score -470132.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -470157.531250 Penalty: 2943.965088
	Iteration 17Q: 3 clusters Score -470157.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -470171.812500 Penalty: 2943.965088
	Iteration 18Q: 3 clusters Score -470171.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -470182.343750 Penalty: 2943.965088
	Iteration 19Q: 3 clusters Score -470182.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -470191.281250 Penalty: 2943.965088
	Iteration 20F: 3 clusters Score -470191.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -470197.531250 Penalty: 2943.965088
	Iteration 21Q: 3 clusters Score -470197.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -470206.531250 Penalty: 2943.965088
	Iteration 22Q: 3 clusters Score -470206.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -470214.187500 Penalty: 2943.965088
	Iteration 23Q: 3 clusters Score -470214.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -470218.968750 Penalty: 2943.965088
	Iteration 24Q: 3 clusters Score -470219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -470221.562500 Penalty: 2943.965088
	Iteration 25Q: 3 clusters Score -470221.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -470222.750000 Penalty: 2943.965088
	Iteration 26Q: 3 clusters Score -470222.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -470222.750000 Penalty: 2943.965088
	Iteration 27F: 3 clusters Score -470222.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -40812.773438 Penalty: 1113.145508
	Iteration 0F: 2 clusters Score -40812.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -39395.828125 Penalty: 2226.291016
	Iteration 0F: 3 clusters Score -39395.83 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -39719.523438 Penalty: 2226.291016
	Iteration 1F: 3 clusters Score -39719.52 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -39835.523438 Penalty: 2226.291016
	Iteration 2F: 3 clusters Score -39835.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -39896.625000 Penalty: 2226.291016
	Iteration 3Q: 3 clusters Score -39896.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -39935.421875 Penalty: 2226.291016
	Iteration 4Q: 3 clusters Score -39935.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -39968.035156 Penalty: 2226.291016
	Iteration 5Q: 3 clusters Score -39968.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -39988.285156 Penalty: 2226.291016
	Iteration 6Q: 3 clusters Score -39988.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -40005.960938 Penalty: 2226.291016
	Iteration 7Q: 3 clusters Score -40005.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -40022.953125 Penalty: 2226.291016
	Iteration 8Q: 3 clusters Score -40022.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -40027.289062 Penalty: 2226.291016
	Iteration 9Q: 3 clusters Score -40027.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -40029.753906 Penalty: 2226.291016
	Iteration 10Q: 3 clusters Score -40029.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -40031.718750 Penalty: 2226.291016
	Iteration 11Q: 3 clusters Score -40031.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -40032.394531 Penalty: 2226.291016
	Iteration 12Q: 3 clusters Score -40032.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -40033.507812 Penalty: 2226.291016
	Iteration 13Q: 3 clusters Score -40033.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -40033.507812 Penalty: 2226.291016
	Iteration 14F: 3 clusters Score -40033.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Entering Unmasked Estep 
Score: -451146.593750 Penalty: 1473.451416
	Iteration 0F: 2 clusters Score -451146.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -444809.125000 Penalty: 2946.902832
	Iteration 0F: 3 clusters Score -444809.1 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -446811.187500 Penalty: 2946.902832
	Iteration 1F: 3 clusters Score -446811.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -447068.406250 Penalty: 2946.902832
	Iteration 2F: 3 clusters Score -447068.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -447274.125000 Penalty: 2946.902832
	Iteration 3F: 3 clusters Score -447274.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -447442.812500 Penalty: 2946.902832
	Iteration 4Q: 3 clusters Score -447442.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -447626.250000 Penalty: 2946.902832
	Iteration 5Q: 3 clusters Score -447626.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -447878.125000 Penalty: 2946.902832
	Iteration 6Q: 3 clusters Score -447878.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -448225.593750 Penalty: 2946.902832
	Iteration 7Q: 3 clusters Score -448225.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -448682.531250 Penalty: 2946.902832
	Iteration 8F: 3 clusters Score -448682.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -449186.625000 Penalty: 2946.902832
	Iteration 9F: 3 clusters Score -449186.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -449676.625000 Penalty: 2946.902832
	Iteration 10F: 3 clusters Score -449676.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -450162.343750 Penalty: 2946.902832
	Iteration 11F: 3 clusters Score -450162.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -450530.187500 Penalty: 2946.902832
	Iteration 12Q: 3 clusters Score -450530.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -450829.125000 Penalty: 2946.902832
	Iteration 13Q: 3 clusters Score -450829.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -451074.406250 Penalty: 2946.902832
	Iteration 14Q: 3 clusters Score -451074.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -451293.781250 Penalty: 2946.902832
	Iteration 15Q: 3 clusters Score -451293.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -451467.375000 Penalty: 2946.902832
	Iteration 16Q: 3 clusters Score -451467.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -451559.312500 Penalty: 2946.902832
	Iteration 17Q: 3 clusters Score -451559.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -451601.562500 Penalty: 2946.902832
	Iteration 18Q: 3 clusters Score -451601.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -451618.968750 Penalty: 2946.902832
	Iteration 19Q: 3 clusters Score -451619 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -451635.031250 Penalty: 2946.902832
	Iteration 20F: 3 clusters Score -451635 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -451646.187500 Penalty: 2946.902832
	Iteration 21Q: 3 clusters Score -451646.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -451652.093750 Penalty: 2946.902832
	Iteration 22Q: 3 clusters Score -451652.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -451657.250000 Penalty: 2946.902832
	Iteration 23Q: 3 clusters Score -451657.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -451659.593750 Penalty: 2946.902832
	Iteration 24Q: 3 clusters Score -451659.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -451659.343750 Penalty: 2946.902832
	Iteration 25Q: 3 clusters Score -451659.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -451662.656250 Penalty: 2946.902832
	Iteration 26Q: 3 clusters Score -451662.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -451664.125000 Penalty: 2946.902832
	Iteration 27Q: 3 clusters Score -451664.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -451664.937500 Penalty: 2946.902832
	Iteration 28Q: 3 clusters Score -451664.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -451665.656250 Penalty: 2946.902832
	Iteration 29Q: 3 clusters Score -451665.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -451666.062500 Penalty: 2946.902832
	Iteration 30Q: 3 clusters Score -451666.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -451666.062500 Penalty: 2946.902832
	Iteration 31F: 3 clusters Score -451666.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87158 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 7374 members 
Mstep: Class 4 contains 10548 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32319 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 15198 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3439 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6815 members 
Mstep: Class 15 contains 78341 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 108016 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187690 members 
Mstep: Class 23 contains 3533 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 5359 members 
Mstep: Class 28 contains 1853 members 
Mstep: Class 29 contains 3309 members 
Entering Unmasked Estep 
Score: -35944176.000000 Penalty: 63496.980469
Splitting cluster 27 changes total score from -35944504.000000 to -35944176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (1853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Entering Unmasked Estep 
Score: -92186.296875 Penalty: 1222.741211
	Iteration 0F: 2 clusters Score -92186.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -90181.687500 Penalty: 2445.482422
	Iteration 0F: 3 clusters Score -90181.69 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -90660.070312 Penalty: 2445.482422
	Iteration 1F: 3 clusters Score -90660.07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -90799.929688 Penalty: 2445.482422
	Iteration 2F: 3 clusters Score -90799.93 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -90892.421875 Penalty: 2445.482422
	Iteration 3F: 3 clusters Score -90892.42 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -90957.335938 Penalty: 2445.482422
	Iteration 4Q: 3 clusters Score -90957.34 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -91001.351562 Penalty: 2445.482422
	Iteration 5Q: 3 clusters Score -91001.35 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -91043.742188 Penalty: 2445.482422
	Iteration 6Q: 3 clusters Score -91043.74 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -91081.617188 Penalty: 2445.482422
	Iteration 7Q: 3 clusters Score -91081.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -91109.648438 Penalty: 2445.482422
	Iteration 8Q: 3 clusters Score -91109.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -91137.796875 Penalty: 2445.482422
	Iteration 9Q: 3 clusters Score -91137.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -91164.531250 Penalty: 2445.482422
	Iteration 10Q: 3 clusters Score -91164.53 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -91200.984375 Penalty: 2445.482422
	Iteration 11Q: 3 clusters Score -91200.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -91236.406250 Penalty: 2445.482422
	Iteration 12Q: 3 clusters Score -91236.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -91262.054688 Penalty: 2445.482422
	Iteration 13Q: 3 clusters Score -91262.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -91284.351562 Penalty: 2445.482422
	Iteration 14Q: 3 clusters Score -91284.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -91302.820312 Penalty: 2445.482422
	Iteration 15Q: 3 clusters Score -91302.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -91318.031250 Penalty: 2445.482422
	Iteration 16Q: 3 clusters Score -91318.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -91331.000000 Penalty: 2445.482422
	Iteration 17Q: 3 clusters Score -91331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -91343.328125 Penalty: 2445.482422
	Iteration 18Q: 3 clusters Score -91343.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -91358.976562 Penalty: 2445.482422
	Iteration 19Q: 3 clusters Score -91358.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -91380.570312 Penalty: 2445.482422
	Iteration 20F: 3 clusters Score -91380.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -91401.765625 Penalty: 2445.482422
	Iteration 21Q: 3 clusters Score -91401.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -91414.921875 Penalty: 2445.482422
	Iteration 22Q: 3 clusters Score -91414.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -91435.500000 Penalty: 2445.482422
	Iteration 23Q: 3 clusters Score -91435.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -91458.492188 Penalty: 2445.482422
	Iteration 24Q: 3 clusters Score -91458.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -91486.250000 Penalty: 2445.482422
	Iteration 25Q: 3 clusters Score -91486.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -91508.007812 Penalty: 2445.482422
	Iteration 26Q: 3 clusters Score -91508.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -91517.687500 Penalty: 2445.482422
	Iteration 27Q: 3 clusters Score -91517.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -91528.742188 Penalty: 2445.482422
	Iteration 28Q: 3 clusters Score -91528.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -91537.992188 Penalty: 2445.482422
	Iteration 29Q: 3 clusters Score -91537.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -91548.414062 Penalty: 2445.482422
	Iteration 30Q: 3 clusters Score -91548.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -91553.820312 Penalty: 2445.482422
	Iteration 31Q: 3 clusters Score -91553.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -91561.734375 Penalty: 2445.482422
	Iteration 32Q: 3 clusters Score -91561.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -91566.382812 Penalty: 2445.482422
	Iteration 33Q: 3 clusters Score -91566.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -91571.648438 Penalty: 2445.482422
	Iteration 34Q: 3 clusters Score -91571.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -91572.820312 Penalty: 2445.482422
	Iteration 35Q: 3 clusters Score -91572.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -91572.820312 Penalty: 2445.482422
	Iteration 36F: 3 clusters Score -91572.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87158 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 7374 members 
Mstep: Class 4 contains 10548 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32319 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 15198 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3439 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6815 members 
Mstep: Class 15 contains 78341 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 108016 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187690 members 
Mstep: Class 23 contains 3533 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8668 members 
Mstep: Class 28 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944488.000000 Penalty: 61307.429688
Iteration 279Q: 29 clusters Score -3.594449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87159 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 7374 members 
Mstep: Class 4 contains 10548 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32319 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 15198 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3439 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6815 members 
Mstep: Class 15 contains 78340 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 108016 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187690 members 
Mstep: Class 23 contains 3533 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8668 members 
Mstep: Class 28 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944492.000000 Penalty: 61307.429688
Iteration 280F: 29 clusters Score -3.594449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87161 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 7374 members 
Mstep: Class 4 contains 10548 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32319 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 15198 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3439 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6815 members 
Mstep: Class 15 contains 78339 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 108015 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187690 members 
Mstep: Class 23 contains 3533 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8668 members 
Mstep: Class 28 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944484.000000 Penalty: 61307.429688
Iteration 281Q: 29 clusters Score -3.594448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87160 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 7374 members 
Mstep: Class 4 contains 10548 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32319 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 15198 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3439 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6815 members 
Mstep: Class 15 contains 78340 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 108015 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187690 members 
Mstep: Class 23 contains 3533 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8668 members 
Mstep: Class 28 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944492.000000 Penalty: 61307.429688
Iteration 282Q: 29 clusters Score -3.594449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87160 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 7374 members 
Mstep: Class 4 contains 10548 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32319 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 15198 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3439 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6815 members 
Mstep: Class 15 contains 78340 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 108015 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187690 members 
Mstep: Class 23 contains 3533 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 8668 members 
Mstep: Class 28 contains 1853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35944492.000000 Penalty: 61307.429688
Iteration 283F: 29 clusters Score -3.594449e+07 nChanged 0
Entering ConstructFrom: 
Score: -35944492.000000 Penalty: 61307.429688
Entering ConstructFrom: 
Trying to split cluster 1 (87160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87160 members 
Entering Unmasked Estep 
Score: -4643222.500000 Penalty: 1848.518921
	Iteration 0F: 2 clusters Score -4643222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -4584876.000000 Penalty: 3697.037842
	Iteration 0F: 3 clusters Score -4584876 nChanged 41759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -4609660.000000 Penalty: 3697.037842
	Iteration 1F: 3 clusters Score -4609660 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -4611020.000000 Penalty: 3697.037842
	Iteration 2Q: 3 clusters Score -4611020 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -4612898.500000 Penalty: 3697.037842
	Iteration 3Q: 3 clusters Score -4612898 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -4615811.500000 Penalty: 3697.037842
	Iteration 4F: 3 clusters Score -4615812 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -4619851.000000 Penalty: 3697.037842
	Iteration 5F: 3 clusters Score -4619851 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -4624895.000000 Penalty: 3697.037842
	Iteration 6F: 3 clusters Score -4624895 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56800 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -4629800.000000 Penalty: 3697.037842
	Iteration 7F: 3 clusters Score -4629800 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59369 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -4633373.500000 Penalty: 3697.037842
	Iteration 8F: 3 clusters Score -4633374 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61464 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -4635400.500000 Penalty: 3697.037842
	Iteration 9Q: 3 clusters Score -4635400 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63276 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -4636595.000000 Penalty: 3697.037842
	Iteration 10Q: 3 clusters Score -4636595 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64988 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -4637397.500000 Penalty: 3697.037842
	Iteration 11Q: 3 clusters Score -4637398 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66527 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -4638032.000000 Penalty: 3697.037842
	Iteration 12Q: 3 clusters Score -4638032 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67906 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -4638517.000000 Penalty: 3697.037842
	Iteration 13Q: 3 clusters Score -4638517 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69218 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -4638955.000000 Penalty: 3697.037842
	Iteration 14Q: 3 clusters Score -4638955 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70407 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -4639295.000000 Penalty: 3697.037842
	Iteration 15Q: 3 clusters Score -4639295 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71494 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -4639601.000000 Penalty: 3697.037842
	Iteration 16Q: 3 clusters Score -4639601 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72515 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -4639933.500000 Penalty: 3697.037842
	Iteration 17Q: 3 clusters Score -4639934 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73448 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -4640166.500000 Penalty: 3697.037842
	Iteration 18Q: 3 clusters Score -4640166 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74304 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -4640400.500000 Penalty: 3697.037842
	Iteration 19Q: 3 clusters Score -4640400 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75096 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -4640595.500000 Penalty: 3697.037842
	Iteration 20F: 3 clusters Score -4640596 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75818 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -4640779.500000 Penalty: 3697.037842
	Iteration 21Q: 3 clusters Score -4640780 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76440 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -4640925.000000 Penalty: 3697.037842
	Iteration 22Q: 3 clusters Score -4640925 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76980 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -4641015.500000 Penalty: 3697.037842
	Iteration 23Q: 3 clusters Score -4641016 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77468 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -4641124.500000 Penalty: 3697.037842
	Iteration 24Q: 3 clusters Score -4641124 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77945 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -4641212.500000 Penalty: 3697.037842
	Iteration 25Q: 3 clusters Score -4641212 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78402 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -4641296.500000 Penalty: 3697.037842
	Iteration 26Q: 3 clusters Score -4641296 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78828 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -4641394.500000 Penalty: 3697.037842
	Iteration 27Q: 3 clusters Score -4641394 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79242 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -4641479.000000 Penalty: 3697.037842
	Iteration 28Q: 3 clusters Score -4641479 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79651 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -4641560.500000 Penalty: 3697.037842
	Iteration 29Q: 3 clusters Score -4641560 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80022 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -4641645.000000 Penalty: 3697.037842
	Iteration 30Q: 3 clusters Score -4641645 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80353 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -4641698.000000 Penalty: 3697.037842
	Iteration 31Q: 3 clusters Score -4641698 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80651 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -4641761.500000 Penalty: 3697.037842
	Iteration 32Q: 3 clusters Score -4641762 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80910 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -4641787.500000 Penalty: 3697.037842
	Iteration 33Q: 3 clusters Score -4641788 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81155 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -4641860.500000 Penalty: 3697.037842
	Iteration 34Q: 3 clusters Score -4641860 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81377 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -4641885.500000 Penalty: 3697.037842
	Iteration 35Q: 3 clusters Score -4641886 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81586 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -4641930.000000 Penalty: 3697.037842
	Iteration 36Q: 3 clusters Score -4641930 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81791 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -4641977.000000 Penalty: 3697.037842
	Iteration 37Q: 3 clusters Score -4641977 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81971 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -4642025.500000 Penalty: 3697.037842
	Iteration 38Q: 3 clusters Score -4642026 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82144 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -4642059.000000 Penalty: 3697.037842
	Iteration 39Q: 3 clusters Score -4642059 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82282 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -4642096.500000 Penalty: 3697.037842
	Iteration 40F: 3 clusters Score -4642096 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82385 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -4642113.500000 Penalty: 3697.037842
	Iteration 41Q: 3 clusters Score -4642114 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82495 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -4642127.500000 Penalty: 3697.037842
	Iteration 42Q: 3 clusters Score -4642128 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82594 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -4642143.500000 Penalty: 3697.037842
	Iteration 43Q: 3 clusters Score -4642144 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82688 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -4642164.000000 Penalty: 3697.037842
	Iteration 44Q: 3 clusters Score -4642164 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82776 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -4642182.500000 Penalty: 3697.037842
	Iteration 45Q: 3 clusters Score -4642182 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82839 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -4642192.500000 Penalty: 3697.037842
	Iteration 46Q: 3 clusters Score -4642192 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82907 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -4642209.500000 Penalty: 3697.037842
	Iteration 47Q: 3 clusters Score -4642210 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82981 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -4642200.000000 Penalty: 3697.037842
	Iteration 48Q: 3 clusters Score -4642200 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83054 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -4642217.500000 Penalty: 3697.037842
	Iteration 49Q: 3 clusters Score -4642218 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83128 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -4642241.000000 Penalty: 3697.037842
	Iteration 50Q: 3 clusters Score -4642241 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83181 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -4642255.000000 Penalty: 3697.037842
	Iteration 51Q: 3 clusters Score -4642255 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83235 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -4642281.500000 Penalty: 3697.037842
	Iteration 52Q: 3 clusters Score -4642282 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83290 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -4642282.500000 Penalty: 3697.037842
	Iteration 53Q: 3 clusters Score -4642282 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83336 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -4642284.500000 Penalty: 3697.037842
	Iteration 54Q: 3 clusters Score -4642284 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83380 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -4642292.000000 Penalty: 3697.037842
	Iteration 55Q: 3 clusters Score -4642292 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83418 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -4642304.500000 Penalty: 3697.037842
	Iteration 56Q: 3 clusters Score -4642304 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83472 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -4642314.000000 Penalty: 3697.037842
	Iteration 57Q: 3 clusters Score -4642314 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83508 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -4642323.000000 Penalty: 3697.037842
	Iteration 58Q: 3 clusters Score -4642323 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83539 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -4642330.000000 Penalty: 3697.037842
	Iteration 59Q: 3 clusters Score -4642330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83564 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -4642329.500000 Penalty: 3697.037842
	Iteration 60F: 3 clusters Score -4642330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83592 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -4642341.500000 Penalty: 3697.037842
	Iteration 61Q: 3 clusters Score -4642342 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83624 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -4642355.500000 Penalty: 3697.037842
	Iteration 62Q: 3 clusters Score -4642356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83651 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -4642350.000000 Penalty: 3697.037842
	Iteration 63Q: 3 clusters Score -4642350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83674 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -4642353.500000 Penalty: 3697.037842
	Iteration 64Q: 3 clusters Score -4642354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83696 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -4642360.500000 Penalty: 3697.037842
	Iteration 65Q: 3 clusters Score -4642360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83723 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -4642364.500000 Penalty: 3697.037842
	Iteration 66Q: 3 clusters Score -4642364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83749 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -4642370.000000 Penalty: 3697.037842
	Iteration 67Q: 3 clusters Score -4642370 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83781 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -4642371.500000 Penalty: 3697.037842
	Iteration 68Q: 3 clusters Score -4642372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83798 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -4642367.000000 Penalty: 3697.037842
	Iteration 69Q: 3 clusters Score -4642367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83810 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -4642381.500000 Penalty: 3697.037842
	Iteration 70Q: 3 clusters Score -4642382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83816 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -4642382.500000 Penalty: 3697.037842
	Iteration 71Q: 3 clusters Score -4642382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83829 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -4642374.500000 Penalty: 3697.037842
	Iteration 72Q: 3 clusters Score -4642374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83847 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -4642377.500000 Penalty: 3697.037842
	Iteration 73Q: 3 clusters Score -4642378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83858 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -4642379.500000 Penalty: 3697.037842
	Iteration 74Q: 3 clusters Score -4642380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83868 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -4642380.000000 Penalty: 3697.037842
	Iteration 75Q: 3 clusters Score -4642380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83875 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -4642386.000000 Penalty: 3697.037842
	Iteration 76Q: 3 clusters Score -4642386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83884 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -4642382.000000 Penalty: 3697.037842
	Iteration 77Q: 3 clusters Score -4642382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83891 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -4642377.000000 Penalty: 3697.037842
	Iteration 78Q: 3 clusters Score -4642377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83905 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -4642375.000000 Penalty: 3697.037842
	Iteration 79Q: 3 clusters Score -4642375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83918 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -4642376.500000 Penalty: 3697.037842
	Iteration 80F: 3 clusters Score -4642376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83928 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -4642376.000000 Penalty: 3697.037842
	Iteration 81Q: 3 clusters Score -4642376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83936 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -4642379.000000 Penalty: 3697.037842
	Iteration 82Q: 3 clusters Score -4642379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83942 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -4642377.000000 Penalty: 3697.037842
	Iteration 83Q: 3 clusters Score -4642377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83948 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -4642381.000000 Penalty: 3697.037842
	Iteration 84Q: 3 clusters Score -4642381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83949 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -4642388.500000 Penalty: 3697.037842
	Iteration 85Q: 3 clusters Score -4642388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83953 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -4642385.000000 Penalty: 3697.037842
	Iteration 86Q: 3 clusters Score -4642385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83956 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -4642382.500000 Penalty: 3697.037842
	Iteration 87Q: 3 clusters Score -4642382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83960 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -4642383.000000 Penalty: 3697.037842
	Iteration 88Q: 3 clusters Score -4642383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83961 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -4642384.000000 Penalty: 3697.037842
	Iteration 89Q: 3 clusters Score -4642384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83962 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -4642380.500000 Penalty: 3697.037842
	Iteration 90Q: 3 clusters Score -4642380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83962 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -4642380.500000 Penalty: 3697.037842
	Iteration 91F: 3 clusters Score -4642380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Entering Unmasked Estep 
Score: -366080.781250 Penalty: 1445.250244
	Iteration 0F: 2 clusters Score -366080.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -360707.343750 Penalty: 2890.500488
	Iteration 0F: 3 clusters Score -360707.3 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -362677.343750 Penalty: 2890.500488
	Iteration 1F: 3 clusters Score -362677.3 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -363143.562500 Penalty: 2890.500488
	Iteration 2F: 3 clusters Score -363143.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -363631.843750 Penalty: 2890.500488
	Iteration 3F: 3 clusters Score -363631.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -364104.156250 Penalty: 2890.500488
	Iteration 4F: 3 clusters Score -364104.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -364480.593750 Penalty: 2890.500488
	Iteration 5F: 3 clusters Score -364480.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -364760.531250 Penalty: 2890.500488
	Iteration 6F: 3 clusters Score -364760.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -364942.281250 Penalty: 2890.500488
	Iteration 7Q: 3 clusters Score -364942.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -365044.875000 Penalty: 2890.500488
	Iteration 8Q: 3 clusters Score -365044.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -365117.656250 Penalty: 2890.500488
	Iteration 9Q: 3 clusters Score -365117.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -365164.531250 Penalty: 2890.500488
	Iteration 10Q: 3 clusters Score -365164.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -365190.125000 Penalty: 2890.500488
	Iteration 11Q: 3 clusters Score -365190.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -365203.250000 Penalty: 2890.500488
	Iteration 12Q: 3 clusters Score -365203.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -365210.250000 Penalty: 2890.500488
	Iteration 13Q: 3 clusters Score -365210.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -365216.468750 Penalty: 2890.500488
	Iteration 14Q: 3 clusters Score -365216.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -365223.187500 Penalty: 2890.500488
	Iteration 15Q: 3 clusters Score -365223.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -365230.687500 Penalty: 2890.500488
	Iteration 16Q: 3 clusters Score -365230.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -365237.718750 Penalty: 2890.500488
	Iteration 17Q: 3 clusters Score -365237.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -365240.000000 Penalty: 2890.500488
	Iteration 18Q: 3 clusters Score -365240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -365242.156250 Penalty: 2890.500488
	Iteration 19Q: 3 clusters Score -365242.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -365244.406250 Penalty: 2890.500488
	Iteration 20F: 3 clusters Score -365244.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -365245.062500 Penalty: 2890.500488
	Iteration 21Q: 3 clusters Score -365245.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -365247.468750 Penalty: 2890.500488
	Iteration 22Q: 3 clusters Score -365247.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -365248.156250 Penalty: 2890.500488
	Iteration 23Q: 3 clusters Score -365248.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -365248.156250 Penalty: 2890.500488
	Iteration 24Q: 3 clusters Score -365248.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -365249.375000 Penalty: 2890.500488
	Iteration 25Q: 3 clusters Score -365249.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -365249.781250 Penalty: 2890.500488
	Iteration 26Q: 3 clusters Score -365249.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -365250.312500 Penalty: 2890.500488
	Iteration 27Q: 3 clusters Score -365250.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -365250.250000 Penalty: 2890.500488
	Iteration 28Q: 3 clusters Score -365250.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -365249.531250 Penalty: 2890.500488
	Iteration 29Q: 3 clusters Score -365249.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -365249.906250 Penalty: 2890.500488
	Iteration 30Q: 3 clusters Score -365249.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -365249.906250 Penalty: 2890.500488
	Iteration 31F: 3 clusters Score -365249.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Entering Unmasked Estep 
Score: -376893.250000 Penalty: 1447.178833
	Iteration 0F: 2 clusters Score -376893.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -371435.343750 Penalty: 2894.357666
	Iteration 0F: 3 clusters Score -371435.3 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -373053.593750 Penalty: 2894.357666
	Iteration 1F: 3 clusters Score -373053.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -373294.250000 Penalty: 2894.357666
	Iteration 2F: 3 clusters Score -373294.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -373485.500000 Penalty: 2894.357666
	Iteration 3F: 3 clusters Score -373485.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -373691.500000 Penalty: 2894.357666
	Iteration 4F: 3 clusters Score -373691.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -373898.500000 Penalty: 2894.357666
	Iteration 5Q: 3 clusters Score -373898.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -374145.156250 Penalty: 2894.357666
	Iteration 6Q: 3 clusters Score -374145.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -374428.781250 Penalty: 2894.357666
	Iteration 7F: 3 clusters Score -374428.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -374713.093750 Penalty: 2894.357666
	Iteration 8Q: 3 clusters Score -374713.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -374976.656250 Penalty: 2894.357666
	Iteration 9Q: 3 clusters Score -374976.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -375186.687500 Penalty: 2894.357666
	Iteration 10Q: 3 clusters Score -375186.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -375364.500000 Penalty: 2894.357666
	Iteration 11Q: 3 clusters Score -375364.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -375483.000000 Penalty: 2894.357666
	Iteration 12Q: 3 clusters Score -375483 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -375558.500000 Penalty: 2894.357666
	Iteration 13Q: 3 clusters Score -375558.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -375609.906250 Penalty: 2894.357666
	Iteration 14Q: 3 clusters Score -375609.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -375652.125000 Penalty: 2894.357666
	Iteration 15Q: 3 clusters Score -375652.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -375683.218750 Penalty: 2894.357666
	Iteration 16Q: 3 clusters Score -375683.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -375702.000000 Penalty: 2894.357666
	Iteration 17Q: 3 clusters Score -375702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -375720.500000 Penalty: 2894.357666
	Iteration 18Q: 3 clusters Score -375720.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -375732.468750 Penalty: 2894.357666
	Iteration 19Q: 3 clusters Score -375732.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -375741.000000 Penalty: 2894.357666
	Iteration 20F: 3 clusters Score -375741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -375749.937500 Penalty: 2894.357666
	Iteration 21Q: 3 clusters Score -375749.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -375762.093750 Penalty: 2894.357666
	Iteration 22Q: 3 clusters Score -375762.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -375769.625000 Penalty: 2894.357666
	Iteration 23Q: 3 clusters Score -375769.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -375777.218750 Penalty: 2894.357666
	Iteration 24Q: 3 clusters Score -375777.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -375784.562500 Penalty: 2894.357666
	Iteration 25Q: 3 clusters Score -375784.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -375789.031250 Penalty: 2894.357666
	Iteration 26Q: 3 clusters Score -375789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -375795.062500 Penalty: 2894.357666
	Iteration 27Q: 3 clusters Score -375795.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -375805.375000 Penalty: 2894.357666
	Iteration 28Q: 3 clusters Score -375805.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -375815.656250 Penalty: 2894.357666
	Iteration 29Q: 3 clusters Score -375815.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -375826.218750 Penalty: 2894.357666
	Iteration 30Q: 3 clusters Score -375826.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -375830.906250 Penalty: 2894.357666
	Iteration 31Q: 3 clusters Score -375830.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -375831.812500 Penalty: 2894.357666
	Iteration 32Q: 3 clusters Score -375831.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -375834.468750 Penalty: 2894.357666
	Iteration 33Q: 3 clusters Score -375834.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -375836.687500 Penalty: 2894.357666
	Iteration 34Q: 3 clusters Score -375836.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -375839.656250 Penalty: 2894.357666
	Iteration 35Q: 3 clusters Score -375839.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -375842.250000 Penalty: 2894.357666
	Iteration 36Q: 3 clusters Score -375842.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -375842.250000 Penalty: 2894.357666
	Iteration 37F: 3 clusters Score -375842.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Entering Unmasked Estep 
Score: -537177.750000 Penalty: 1505.349976
	Iteration 0F: 2 clusters Score -537177.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -529605.250000 Penalty: 3010.699951
	Iteration 0F: 3 clusters Score -529605.2 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -532088.687500 Penalty: 3010.699951
	Iteration 1F: 3 clusters Score -532088.7 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -532335.437500 Penalty: 3010.699951
	Iteration 2F: 3 clusters Score -532335.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -532564.562500 Penalty: 3010.699951
	Iteration 3Q: 3 clusters Score -532564.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -532777.062500 Penalty: 3010.699951
	Iteration 4Q: 3 clusters Score -532777.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -533009.250000 Penalty: 3010.699951
	Iteration 5Q: 3 clusters Score -533009.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -533283.562500 Penalty: 3010.699951
	Iteration 6Q: 3 clusters Score -533283.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -533585.375000 Penalty: 3010.699951
	Iteration 7Q: 3 clusters Score -533585.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -533919.437500 Penalty: 3010.699951
	Iteration 8Q: 3 clusters Score -533919.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -534274.062500 Penalty: 3010.699951
	Iteration 9Q: 3 clusters Score -534274.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -534559.062500 Penalty: 3010.699951
	Iteration 10Q: 3 clusters Score -534559.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -534782.500000 Penalty: 3010.699951
	Iteration 11Q: 3 clusters Score -534782.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -534966.812500 Penalty: 3010.699951
	Iteration 12Q: 3 clusters Score -534966.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -535112.437500 Penalty: 3010.699951
	Iteration 13Q: 3 clusters Score -535112.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -535216.000000 Penalty: 3010.699951
	Iteration 14Q: 3 clusters Score -535216 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -535285.812500 Penalty: 3010.699951
	Iteration 15Q: 3 clusters Score -535285.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -535335.062500 Penalty: 3010.699951
	Iteration 16Q: 3 clusters Score -535335.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -535380.937500 Penalty: 3010.699951
	Iteration 17Q: 3 clusters Score -535380.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -535412.187500 Penalty: 3010.699951
	Iteration 18Q: 3 clusters Score -535412.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -535437.187500 Penalty: 3010.699951
	Iteration 19Q: 3 clusters Score -535437.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -535464.062500 Penalty: 3010.699951
	Iteration 20F: 3 clusters Score -535464.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -535492.250000 Penalty: 3010.699951
	Iteration 21Q: 3 clusters Score -535492.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -535511.500000 Penalty: 3010.699951
	Iteration 22Q: 3 clusters Score -535511.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -535523.437500 Penalty: 3010.699951
	Iteration 23Q: 3 clusters Score -535523.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -535537.250000 Penalty: 3010.699951
	Iteration 24Q: 3 clusters Score -535537.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -535553.125000 Penalty: 3010.699951
	Iteration 25Q: 3 clusters Score -535553.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -535567.750000 Penalty: 3010.699951
	Iteration 26Q: 3 clusters Score -535567.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -535590.875000 Penalty: 3010.699951
	Iteration 27Q: 3 clusters Score -535590.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -535607.312500 Penalty: 3010.699951
	Iteration 28Q: 3 clusters Score -535607.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -535624.812500 Penalty: 3010.699951
	Iteration 29Q: 3 clusters Score -535624.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -535651.250000 Penalty: 3010.699951
	Iteration 30Q: 3 clusters Score -535651.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -535680.625000 Penalty: 3010.699951
	Iteration 31Q: 3 clusters Score -535680.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -535719.125000 Penalty: 3010.699951
	Iteration 32Q: 3 clusters Score -535719.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -535774.125000 Penalty: 3010.699951
	Iteration 33Q: 3 clusters Score -535774.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -535841.250000 Penalty: 3010.699951
	Iteration 34Q: 3 clusters Score -535841.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -535903.562500 Penalty: 3010.699951
	Iteration 35Q: 3 clusters Score -535903.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -535951.937500 Penalty: 3010.699951
	Iteration 36Q: 3 clusters Score -535951.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -535978.062500 Penalty: 3010.699951
	Iteration 37Q: 3 clusters Score -535978.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -535997.062500 Penalty: 3010.699951
	Iteration 38Q: 3 clusters Score -535997.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -536009.000000 Penalty: 3010.699951
	Iteration 39Q: 3 clusters Score -536009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -536017.312500 Penalty: 3010.699951
	Iteration 40F: 3 clusters Score -536017.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -536023.000000 Penalty: 3010.699951
	Iteration 41Q: 3 clusters Score -536023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -536029.687500 Penalty: 3010.699951
	Iteration 42Q: 3 clusters Score -536029.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -536031.562500 Penalty: 3010.699951
	Iteration 43Q: 3 clusters Score -536031.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -536033.312500 Penalty: 3010.699951
	Iteration 44Q: 3 clusters Score -536033.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -536034.937500 Penalty: 3010.699951
	Iteration 45Q: 3 clusters Score -536034.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -536039.562500 Penalty: 3010.699951
	Iteration 46Q: 3 clusters Score -536039.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -536045.437500 Penalty: 3010.699951
	Iteration 47Q: 3 clusters Score -536045.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -536047.500000 Penalty: 3010.699951
	Iteration 48Q: 3 clusters Score -536047.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -536050.375000 Penalty: 3010.699951
	Iteration 49Q: 3 clusters Score -536050.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -536049.875000 Penalty: 3010.699951
	Iteration 50Q: 3 clusters Score -536049.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -536051.687500 Penalty: 3010.699951
	Iteration 51Q: 3 clusters Score -536051.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -536052.062500 Penalty: 3010.699951
	Iteration 52Q: 3 clusters Score -536052.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -536053.812500 Penalty: 3010.699951
	Iteration 53Q: 3 clusters Score -536053.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -536055.625000 Penalty: 3010.699951
	Iteration 54Q: 3 clusters Score -536055.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -536055.625000 Penalty: 3010.699951
	Iteration 55F: 3 clusters Score -536055.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60196 members 
Entering Unmasked Estep 
Score: -3228529.500000 Penalty: 1788.371216
	Iteration 0F: 2 clusters Score -3228530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -3188270.500000 Penalty: 3576.742432
	Iteration 0F: 3 clusters Score -3188270 nChanged 28471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -3204321.000000 Penalty: 3576.742432
	Iteration 1F: 3 clusters Score -3204321 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -3204757.750000 Penalty: 3576.742432
	Iteration 2Q: 3 clusters Score -3204758 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -3205157.750000 Penalty: 3576.742432
	Iteration 3Q: 3 clusters Score -3205158 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -3205621.750000 Penalty: 3576.742432
	Iteration 4Q: 3 clusters Score -3205622 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -3206188.000000 Penalty: 3576.742432
	Iteration 5Q: 3 clusters Score -3206188 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -3206873.750000 Penalty: 3576.742432
	Iteration 6Q: 3 clusters Score -3206874 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -3207839.750000 Penalty: 3576.742432
	Iteration 7Q: 3 clusters Score -3207840 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -3209185.500000 Penalty: 3576.742432
	Iteration 8Q: 3 clusters Score -3209186 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -3211116.250000 Penalty: 3576.742432
	Iteration 9F: 3 clusters Score -3211116 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -3213493.000000 Penalty: 3576.742432
	Iteration 10F: 3 clusters Score -3213493 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -3215673.750000 Penalty: 3576.742432
	Iteration 11F: 3 clusters Score -3215674 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -3217002.750000 Penalty: 3576.742432
	Iteration 12Q: 3 clusters Score -3217003 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -3217647.000000 Penalty: 3576.742432
	Iteration 13Q: 3 clusters Score -3217647 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -3218009.750000 Penalty: 3576.742432
	Iteration 14Q: 3 clusters Score -3218010 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -3218262.500000 Penalty: 3576.742432
	Iteration 15Q: 3 clusters Score -3218262 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -3218500.500000 Penalty: 3576.742432
	Iteration 16Q: 3 clusters Score -3218500 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -3218707.000000 Penalty: 3576.742432
	Iteration 17Q: 3 clusters Score -3218707 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -3218890.250000 Penalty: 3576.742432
	Iteration 18Q: 3 clusters Score -3218890 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -3219080.000000 Penalty: 3576.742432
	Iteration 19Q: 3 clusters Score -3219080 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -3219223.000000 Penalty: 3576.742432
	Iteration 20F: 3 clusters Score -3219223 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -3219375.250000 Penalty: 3576.742432
	Iteration 21Q: 3 clusters Score -3219375 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -3219519.000000 Penalty: 3576.742432
	Iteration 22Q: 3 clusters Score -3219519 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -3219664.500000 Penalty: 3576.742432
	Iteration 23Q: 3 clusters Score -3219664 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -3219806.250000 Penalty: 3576.742432
	Iteration 24Q: 3 clusters Score -3219806 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -3219954.500000 Penalty: 3576.742432
	Iteration 25Q: 3 clusters Score -3219954 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -3220096.250000 Penalty: 3576.742432
	Iteration 26Q: 3 clusters Score -3220096 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -3220242.000000 Penalty: 3576.742432
	Iteration 27Q: 3 clusters Score -3220242 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -3220365.500000 Penalty: 3576.742432
	Iteration 28Q: 3 clusters Score -3220366 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -3220474.500000 Penalty: 3576.742432
	Iteration 29Q: 3 clusters Score -3220474 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -3220582.750000 Penalty: 3576.742432
	Iteration 30Q: 3 clusters Score -3220583 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -3220663.250000 Penalty: 3576.742432
	Iteration 31Q: 3 clusters Score -3220663 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -3220725.500000 Penalty: 3576.742432
	Iteration 32Q: 3 clusters Score -3220726 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -3220805.750000 Penalty: 3576.742432
	Iteration 33Q: 3 clusters Score -3220806 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -3220846.750000 Penalty: 3576.742432
	Iteration 34Q: 3 clusters Score -3220847 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -3220888.250000 Penalty: 3576.742432
	Iteration 35Q: 3 clusters Score -3220888 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -3220936.250000 Penalty: 3576.742432
	Iteration 36Q: 3 clusters Score -3220936 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -3220975.000000 Penalty: 3576.742432
	Iteration 37Q: 3 clusters Score -3220975 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -3221014.750000 Penalty: 3576.742432
	Iteration 38Q: 3 clusters Score -3221015 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -3221045.000000 Penalty: 3576.742432
	Iteration 39Q: 3 clusters Score -3221045 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -3221063.500000 Penalty: 3576.742432
	Iteration 40F: 3 clusters Score -3221064 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -3221094.750000 Penalty: 3576.742432
	Iteration 41Q: 3 clusters Score -3221095 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -3221113.000000 Penalty: 3576.742432
	Iteration 42Q: 3 clusters Score -3221113 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -3221123.000000 Penalty: 3576.742432
	Iteration 43Q: 3 clusters Score -3221123 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -3221142.000000 Penalty: 3576.742432
	Iteration 44Q: 3 clusters Score -3221142 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -3221168.000000 Penalty: 3576.742432
	Iteration 45Q: 3 clusters Score -3221168 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -3221173.000000 Penalty: 3576.742432
	Iteration 46Q: 3 clusters Score -3221173 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -3221181.500000 Penalty: 3576.742432
	Iteration 47Q: 3 clusters Score -3221182 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3221182 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -3221200.000000 Penalty: 3576.742432
	Iteration 49Q: 3 clusters Score -3221200 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -3221199.250000 Penalty: 3576.742432
	Iteration 50Q: 3 clusters Score -3221199 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -3221196.750000 Penalty: 3576.742432
	Iteration 51Q: 3 clusters Score -3221197 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -3221200.000000 Penalty: 3576.742432
	Iteration 52Q: 3 clusters Score -3221200 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -3221199.750000 Penalty: 3576.742432
	Iteration 53Q: 3 clusters Score -3221200 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -3221196.000000 Penalty: 3576.742432
	Iteration 54Q: 3 clusters Score -3221196 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -3221190.750000 Penalty: 3576.742432
	Iteration 55Q: 3 clusters Score -3221191 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -3221196.750000 Penalty: 3576.742432
	Iteration 56Q: 3 clusters Score -3221197 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -3221199.250000 Penalty: 3576.742432
	Iteration 57Q: 3 clusters Score -3221199 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -3221208.500000 Penalty: 3576.742432
	Iteration 58Q: 3 clusters Score -3221208 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -3221214.750000 Penalty: 3576.742432
	Iteration 59Q: 3 clusters Score -3221215 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -3221222.000000 Penalty: 3576.742432
	Iteration 60F: 3 clusters Score -3221222 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -3221221.500000 Penalty: 3576.742432
	Iteration 61Q: 3 clusters Score -3221222 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -3221223.500000 Penalty: 3576.742432
	Iteration 62Q: 3 clusters Score -3221224 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -3221221.750000 Penalty: 3576.742432
	Iteration 63Q: 3 clusters Score -3221222 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -3221222.750000 Penalty: 3576.742432
	Iteration 64Q: 3 clusters Score -3221223 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -3221229.000000 Penalty: 3576.742432
	Iteration 65Q: 3 clusters Score -3221229 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -3221232.000000 Penalty: 3576.742432
	Iteration 66Q: 3 clusters Score -3221232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -3221225.250000 Penalty: 3576.742432
	Iteration 67Q: 3 clusters Score -3221225 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -3221221.750000 Penalty: 3576.742432
	Iteration 68Q: 3 clusters Score -3221222 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -3221228.000000 Penalty: 3576.742432
	Iteration 69Q: 3 clusters Score -3221228 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -3221234.000000 Penalty: 3576.742432
	Iteration 70Q: 3 clusters Score -3221234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -3221235.000000 Penalty: 3576.742432
	Iteration 71Q: 3 clusters Score -3221235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -3221237.750000 Penalty: 3576.742432
	Iteration 72Q: 3 clusters Score -3221238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -3221233.750000 Penalty: 3576.742432
	Iteration 73Q: 3 clusters Score -3221234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -3221244.000000 Penalty: 3576.742432
	Iteration 74Q: 3 clusters Score -3221244 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -3221237.750000 Penalty: 3576.742432
	Iteration 75Q: 3 clusters Score -3221238 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -3221237.500000 Penalty: 3576.742432
	Iteration 76Q: 3 clusters Score -3221238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -3221242.000000 Penalty: 3576.742432
	Iteration 77Q: 3 clusters Score -3221242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -3221241.250000 Penalty: 3576.742432
	Iteration 78Q: 3 clusters Score -3221241 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3221244 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -3221251.250000 Penalty: 3576.742432
	Iteration 80F: 3 clusters Score -3221251 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -3221255.750000 Penalty: 3576.742432
	Iteration 81Q: 3 clusters Score -3221256 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -3221262.500000 Penalty: 3576.742432
	Iteration 82Q: 3 clusters Score -3221262 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -3221265.250000 Penalty: 3576.742432
	Iteration 83Q: 3 clusters Score -3221265 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -3221266.000000 Penalty: 3576.742432
	Iteration 84Q: 3 clusters Score -3221266 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -3221274.500000 Penalty: 3576.742432
	Iteration 85Q: 3 clusters Score -3221274 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -3221277.250000 Penalty: 3576.742432
	Iteration 86Q: 3 clusters Score -3221277 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -3221270.750000 Penalty: 3576.742432
	Iteration 87Q: 3 clusters Score -3221271 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -3221275.500000 Penalty: 3576.742432
	Iteration 88Q: 3 clusters Score -3221276 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -3221280.000000 Penalty: 3576.742432
	Iteration 89Q: 3 clusters Score -3221280 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -3221280.750000 Penalty: 3576.742432
	Iteration 90Q: 3 clusters Score -3221281 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -3221290.750000 Penalty: 3576.742432
	Iteration 91Q: 3 clusters Score -3221291 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -3221289.500000 Penalty: 3576.742432
	Iteration 92Q: 3 clusters Score -3221290 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -3221300.750000 Penalty: 3576.742432
	Iteration 93Q: 3 clusters Score -3221301 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -3221307.750000 Penalty: 3576.742432
	Iteration 94Q: 3 clusters Score -3221308 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -3221320.500000 Penalty: 3576.742432
	Iteration 95Q: 3 clusters Score -3221320 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -3221321.750000 Penalty: 3576.742432
	Iteration 96Q: 3 clusters Score -3221322 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -3221314.000000 Penalty: 3576.742432
	Iteration 97Q: 3 clusters Score -3221314 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -3221323.500000 Penalty: 3576.742432
	Iteration 98Q: 3 clusters Score -3221324 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -3221317.000000 Penalty: 3576.742432
	Iteration 99Q: 3 clusters Score -3221317 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -3221322.750000 Penalty: 3576.742432
	Iteration 100F: 3 clusters Score -3221323 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -3221318.750000 Penalty: 3576.742432
	Iteration 101Q: 3 clusters Score -3221319 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -3221333.250000 Penalty: 3576.742432
	Iteration 102Q: 3 clusters Score -3221333 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -3221338.000000 Penalty: 3576.742432
	Iteration 103Q: 3 clusters Score -3221338 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -3221339.250000 Penalty: 3576.742432
	Iteration 104Q: 3 clusters Score -3221339 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -3221340.000000 Penalty: 3576.742432
	Iteration 105Q: 3 clusters Score -3221340 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -3221329.000000 Penalty: 3576.742432
	Iteration 106Q: 3 clusters Score -3221329 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -3221313.500000 Penalty: 3576.742432
	Iteration 107Q: 3 clusters Score -3221314 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -3221325.000000 Penalty: 3576.742432
	Iteration 108Q: 3 clusters Score -3221325 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -3221339.000000 Penalty: 3576.742432
	Iteration 109Q: 3 clusters Score -3221339 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -3221359.000000 Penalty: 3576.742432
	Iteration 110Q: 3 clusters Score -3221359 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -3221358.750000 Penalty: 3576.742432
	Iteration 111Q: 3 clusters Score -3221359 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -3221369.750000 Penalty: 3576.742432
	Iteration 112Q: 3 clusters Score -3221370 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -3221380.250000 Penalty: 3576.742432
	Iteration 113Q: 3 clusters Score -3221380 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -3221383.500000 Penalty: 3576.742432
	Iteration 114Q: 3 clusters Score -3221384 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -3221394.500000 Penalty: 3576.742432
	Iteration 115Q: 3 clusters Score -3221394 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -3221397.250000 Penalty: 3576.742432
	Iteration 116Q: 3 clusters Score -3221397 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -3221412.250000 Penalty: 3576.742432
	Iteration 117Q: 3 clusters Score -3221412 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -3221422.250000 Penalty: 3576.742432
	Iteration 118Q: 3 clusters Score -3221422 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -3221408.250000 Penalty: 3576.742432
	Iteration 119Q: 3 clusters Score -3221408 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -3221413.750000 Penalty: 3576.742432
	Iteration 120F: 3 clusters Score -3221414 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -3221432.500000 Penalty: 3576.742432
	Iteration 121Q: 3 clusters Score -3221432 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -3221444.000000 Penalty: 3576.742432
	Iteration 122Q: 3 clusters Score -3221444 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -3221441.500000 Penalty: 3576.742432
	Iteration 123Q: 3 clusters Score -3221442 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -3221450.500000 Penalty: 3576.742432
	Iteration 124Q: 3 clusters Score -3221450 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -3221476.500000 Penalty: 3576.742432
	Iteration 125Q: 3 clusters Score -3221476 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -3221512.000000 Penalty: 3576.742432
	Iteration 126Q: 3 clusters Score -3221512 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -3221551.000000 Penalty: 3576.742432
	Iteration 127Q: 3 clusters Score -3221551 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -3221573.500000 Penalty: 3576.742432
	Iteration 128Q: 3 clusters Score -3221574 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -3221596.750000 Penalty: 3576.742432
	Iteration 129Q: 3 clusters Score -3221597 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -3221617.000000 Penalty: 3576.742432
	Iteration 130Q: 3 clusters Score -3221617 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -3221670.000000 Penalty: 3576.742432
	Iteration 131Q: 3 clusters Score -3221670 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -3221718.500000 Penalty: 3576.742432
	Iteration 132Q: 3 clusters Score -3221718 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -3221759.000000 Penalty: 3576.742432
	Iteration 133Q: 3 clusters Score -3221759 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -3221812.000000 Penalty: 3576.742432
	Iteration 134Q: 3 clusters Score -3221812 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -3221859.000000 Penalty: 3576.742432
	Iteration 135Q: 3 clusters Score -3221859 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -3221926.000000 Penalty: 3576.742432
	Iteration 136Q: 3 clusters Score -3221926 nChanged 401
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -3222015.250000 Penalty: 3576.742432
	Iteration 137Q: 3 clusters Score -3222015 nChanged 389
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -3222042.750000 Penalty: 3576.742432
	Iteration 138Q: 3 clusters Score -3222043 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -3222123.500000 Penalty: 3576.742432
	Iteration 139Q: 3 clusters Score -3222124 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -3222203.750000 Penalty: 3576.742432
	Iteration 140F: 3 clusters Score -3222204 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3222514 nChanged 515
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Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 26463 members 
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	Iteration 144Q: 3 clusters Score -3222625 nChanged 485
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Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3222736 nChanged 503
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Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3222847 nChanged 524
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Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3222976 nChanged 526
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Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 24465 members 
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	Iteration 148Q: 3 clusters Score -3223094 nChanged 486
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Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 23997 members 
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Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3223320 nChanged 473
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Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3223415 nChanged 476
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Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3223519 nChanged 470
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Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3223831 nChanged 338
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Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3223879 nChanged 343
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Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 20008 members 
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Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3223980 nChanged 329
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Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3224182 nChanged 370
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Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3224253 nChanged 353
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Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -3224301 nChanged 351
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Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -3224382 nChanged 328
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Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3224423 nChanged 289
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Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 16398 members 
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Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 16142 members 
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Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 15899 members 
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Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3224618 nChanged 229
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Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3224652 nChanged 210
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Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 15230 members 
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Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 15014 members 
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Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 14631 members 
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	Iteration 178Q: 3 clusters Score -3224748 nChanged 179
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Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 14454 members 
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	Iteration 179Q: 3 clusters Score -3224762 nChanged 186
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Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -3224776 nChanged 170
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Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 14100 members 
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	Iteration 181Q: 3 clusters Score -3224804 nChanged 186
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Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -3224840 nChanged 180
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Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -3224832 nChanged 140
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Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -3224838 nChanged 148
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Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 13446 members 
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	Iteration 185Q: 3 clusters Score -3224837 nChanged 144
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Mstep: Class 1 contains 46894 members 
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	Iteration 186Q: 3 clusters Score -3224859 nChanged 148
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Mstep: Class 1 contains 47042 members 
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	Iteration 187Q: 3 clusters Score -3224870 nChanged 141
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Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -3224890 nChanged 118
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Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -3224906 nChanged 133
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Mstep: Class 1 contains 47432 members 
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	Iteration 190Q: 3 clusters Score -3224909 nChanged 129
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Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 12635 members 
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	Iteration 191Q: 3 clusters Score -3224936 nChanged 118
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Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -3224948 nChanged 99
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Mstep: Class 1 contains 47778 members 
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	Iteration 193Q: 3 clusters Score -3224962 nChanged 77
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Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 12341 members 
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	Iteration 194Q: 3 clusters Score -3224962 nChanged 69
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Mstep: Class 1 contains 47924 members 
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	Iteration 195Q: 3 clusters Score -3224966 nChanged 59
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Mstep: Class 1 contains 47983 members 
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	Iteration 196Q: 3 clusters Score -3224970 nChanged 64
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Mstep: Class 1 contains 48047 members 
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	Iteration 197Q: 3 clusters Score -3224967 nChanged 76
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	Iteration 198Q: 3 clusters Score -3224974 nChanged 64
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	Iteration 199Q: 3 clusters Score -3224984 nChanged 62
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Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 11947 members 
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	Iteration 200F: 3 clusters Score -3224984 nChanged 51
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Mstep: Class 1 contains 48300 members 
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	Iteration 201Q: 3 clusters Score -3224988 nChanged 47
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Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 11849 members 
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	Iteration 202Q: 3 clusters Score -3224990 nChanged 33
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Mstep: Class 1 contains 48380 members 
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	Iteration 203Q: 3 clusters Score -3224982 nChanged 28
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	Iteration 204Q: 3 clusters Score -3224988 nChanged 31
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Mstep: Class 1 contains 48439 members 
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	Iteration 205Q: 3 clusters Score -3224976 nChanged 24
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	Iteration 206Q: 3 clusters Score -3224983 nChanged 26
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -3224982 nChanged 27
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	Iteration 208Q: 3 clusters Score -3224984 nChanged 25
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	Iteration 209Q: 3 clusters Score -3224984 nChanged 23
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	Iteration 210Q: 3 clusters Score -3224986 nChanged 34
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	Iteration 211Q: 3 clusters Score -3224996 nChanged 30
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	Iteration 212Q: 3 clusters Score -3224993 nChanged 26
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	Iteration 213Q: 3 clusters Score -3224996 nChanged 20
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	Iteration 214Q: 3 clusters Score -3224994 nChanged 21
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	Iteration 215Q: 3 clusters Score -3224990 nChanged 22
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	Iteration 216Q: 3 clusters Score -3224986 nChanged 16
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	Iteration 217Q: 3 clusters Score -3224991 nChanged 15
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	Iteration 218Q: 3 clusters Score -3224994 nChanged 13
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	Iteration 219Q: 3 clusters Score -3224995 nChanged 16
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	Iteration 220F: 3 clusters Score -3224997 nChanged 15
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	Iteration 221Q: 3 clusters Score -3224994 nChanged 18
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	Iteration 222Q: 3 clusters Score -3225003 nChanged 16
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	Iteration 223Q: 3 clusters Score -3224996 nChanged 21
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	Iteration 224Q: 3 clusters Score -3225000 nChanged 26
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	Iteration 225Q: 3 clusters Score -3225002 nChanged 35
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	Iteration 226Q: 3 clusters Score -3225014 nChanged 31
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	Iteration 227Q: 3 clusters Score -3225013 nChanged 26
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	Iteration 228Q: 3 clusters Score -3225006 nChanged 19
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	Iteration 229Q: 3 clusters Score -3225013 nChanged 28
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	Iteration 230Q: 3 clusters Score -3225017 nChanged 28
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	Iteration 231Q: 3 clusters Score -3225015 nChanged 24
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	Iteration 232Q: 3 clusters Score -3225017 nChanged 27
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	Iteration 233Q: 3 clusters Score -3225017 nChanged 33
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49180 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 10996 members 
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	Iteration 237Q: 3 clusters Score -3225030 nChanged 15
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Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -3225026 nChanged 11
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Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -3225022 nChanged 10
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Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -3225020 nChanged 14
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Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -3225029 nChanged 18
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Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -3225026 nChanged 16
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Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -3225031 nChanged 41
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Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -3225034 nChanged 36
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Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -3225036 nChanged 45
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50049 members 
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Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -3225104 nChanged 86
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Mstep: Class 2 contains 9835 members 
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Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -3225122 nChanged 70
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	Iteration 263Q: 3 clusters Score -3225129 nChanged 78
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	Iteration 265Q: 3 clusters Score -3225148 nChanged 76
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	Iteration 266Q: 3 clusters Score -3225152 nChanged 71
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	Iteration 267Q: 3 clusters Score -3225154 nChanged 72
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	Iteration 268Q: 3 clusters Score -3225158 nChanged 68
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	Iteration 269Q: 3 clusters Score -3225166 nChanged 69
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	Iteration 270Q: 3 clusters Score -3225169 nChanged 75
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	Iteration 271Q: 3 clusters Score -3225180 nChanged 91
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Mstep: Class 2 contains 9021 members 
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	Iteration 273Q: 3 clusters Score -3225201 nChanged 80
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	Iteration 274Q: 3 clusters Score -3225204 nChanged 69
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Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -3225222 nChanged 67
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	Iteration 276Q: 3 clusters Score -3225217 nChanged 70
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	Iteration 278Q: 3 clusters Score -3225234 nChanged 79
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	Iteration 279Q: 3 clusters Score -3225238 nChanged 80
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Entering Unmasked Estep 
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	Iteration 280F: 3 clusters Score -3225235 nChanged 81
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	Iteration 281Q: 3 clusters Score -3225233 nChanged 88
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Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -3225252 nChanged 114
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	Iteration 283Q: 3 clusters Score -3225274 nChanged 111
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	Iteration 284Q: 3 clusters Score -3225272 nChanged 118
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	Iteration 285Q: 3 clusters Score -3225280 nChanged 124
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	Iteration 286Q: 3 clusters Score -3225296 nChanged 123
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	Iteration 293Q: 3 clusters Score -3225454 nChanged 132
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	Iteration 294Q: 3 clusters Score -3225474 nChanged 136
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	Iteration 297Q: 3 clusters Score -3225544 nChanged 158
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	Iteration 300F: 3 clusters Score -3225640 nChanged 139
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	Iteration 313Q: 3 clusters Score -3226178 nChanged 204
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	Iteration 314Q: 3 clusters Score -3226236 nChanged 185
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	Iteration 315Q: 3 clusters Score -3226296 nChanged 169
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	Iteration 316Q: 3 clusters Score -3226338 nChanged 162
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	Iteration 320F: 3 clusters Score -3226498 nChanged 139
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Mstep: Class 1 contains 57913 members 
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	Iteration 321Q: 3 clusters Score -3226555 nChanged 155
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Mstep: Class 1 contains 58066 members 
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	Iteration 322Q: 3 clusters Score -3226601 nChanged 137
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	Iteration 323Q: 3 clusters Score -3226645 nChanged 122
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	Iteration 324Q: 3 clusters Score -3226691 nChanged 108
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	Iteration 325Q: 3 clusters Score -3226729 nChanged 93
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	Iteration 326Q: 3 clusters Score -3226774 nChanged 82
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Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3226788.750000 Penalty: 3576.742432
	Iteration 327Q: 3 clusters Score -3226789 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58669 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3226814.250000 Penalty: 3576.742432
	Iteration 328Q: 3 clusters Score -3226814 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58742 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3226843.500000 Penalty: 3576.742432
	Iteration 329Q: 3 clusters Score -3226844 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58797 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3226867.000000 Penalty: 3576.742432
	Iteration 330Q: 3 clusters Score -3226867 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58852 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3226872.250000 Penalty: 3576.742432
	Iteration 331Q: 3 clusters Score -3226872 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58902 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3226892.750000 Penalty: 3576.742432
	Iteration 332Q: 3 clusters Score -3226893 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3226899.750000 Penalty: 3576.742432
	Iteration 333Q: 3 clusters Score -3226900 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58976 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3226915.250000 Penalty: 3576.742432
	Iteration 334Q: 3 clusters Score -3226915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58999 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3226925.250000 Penalty: 3576.742432
	Iteration 335Q: 3 clusters Score -3226925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59026 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3226927.000000 Penalty: 3576.742432
	Iteration 336Q: 3 clusters Score -3226927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59051 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3226942.250000 Penalty: 3576.742432
	Iteration 337Q: 3 clusters Score -3226942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59070 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3226941.750000 Penalty: 3576.742432
	Iteration 338Q: 3 clusters Score -3226942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59079 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3226941.250000 Penalty: 3576.742432
	Iteration 339Q: 3 clusters Score -3226941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59085 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3226944.750000 Penalty: 3576.742432
	Iteration 340F: 3 clusters Score -3226945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59096 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3226951.000000 Penalty: 3576.742432
	Iteration 341Q: 3 clusters Score -3226951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59107 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3226951.500000 Penalty: 3576.742432
	Iteration 342Q: 3 clusters Score -3226952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3226951.000000 Penalty: 3576.742432
	Iteration 343Q: 3 clusters Score -3226951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59114 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3226958.500000 Penalty: 3576.742432
	Iteration 344Q: 3 clusters Score -3226958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59119 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3226954.500000 Penalty: 3576.742432
	Iteration 345Q: 3 clusters Score -3226954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59124 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3226958.250000 Penalty: 3576.742432
	Iteration 346Q: 3 clusters Score -3226958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59130 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3226959.000000 Penalty: 3576.742432
	Iteration 347Q: 3 clusters Score -3226959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3226969.000000 Penalty: 3576.742432
	Iteration 348Q: 3 clusters Score -3226969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59152 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3226976.000000 Penalty: 3576.742432
	Iteration 349Q: 3 clusters Score -3226976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3226979.500000 Penalty: 3576.742432
	Iteration 350Q: 3 clusters Score -3226980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59184 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3226989.250000 Penalty: 3576.742432
	Iteration 351Q: 3 clusters Score -3226989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59204 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3227001.500000 Penalty: 3576.742432
	Iteration 352Q: 3 clusters Score -3227002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59224 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3226999.500000 Penalty: 3576.742432
	Iteration 353Q: 3 clusters Score -3227000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3227013.750000 Penalty: 3576.742432
	Iteration 354Q: 3 clusters Score -3227014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59272 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3227031.250000 Penalty: 3576.742432
	Iteration 355Q: 3 clusters Score -3227031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59297 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3227040.000000 Penalty: 3576.742432
	Iteration 356Q: 3 clusters Score -3227040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59320 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3227049.500000 Penalty: 3576.742432
	Iteration 357Q: 3 clusters Score -3227050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3227063.750000 Penalty: 3576.742432
	Iteration 358Q: 3 clusters Score -3227064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59352 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3227077.000000 Penalty: 3576.742432
	Iteration 359Q: 3 clusters Score -3227077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59368 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3227075.750000 Penalty: 3576.742432
	Iteration 360F: 3 clusters Score -3227076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3227078.500000 Penalty: 3576.742432
	Iteration 361Q: 3 clusters Score -3227078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59390 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3227083.750000 Penalty: 3576.742432
	Iteration 362Q: 3 clusters Score -3227084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59404 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3227093.750000 Penalty: 3576.742432
	Iteration 363Q: 3 clusters Score -3227094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59408 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3227093.250000 Penalty: 3576.742432
	Iteration 364Q: 3 clusters Score -3227093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59411 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3227097.250000 Penalty: 3576.742432
	Iteration 365Q: 3 clusters Score -3227097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59414 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3227095.750000 Penalty: 3576.742432
	Iteration 366Q: 3 clusters Score -3227096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59419 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3227092.750000 Penalty: 3576.742432
	Iteration 367Q: 3 clusters Score -3227093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59424 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3227098.250000 Penalty: 3576.742432
	Iteration 368Q: 3 clusters Score -3227098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59430 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3227103.500000 Penalty: 3576.742432
	Iteration 369Q: 3 clusters Score -3227104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3227100.750000 Penalty: 3576.742432
	Iteration 370Q: 3 clusters Score -3227101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59436 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3227106.500000 Penalty: 3576.742432
	Iteration 371Q: 3 clusters Score -3227106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59436 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3227106.500000 Penalty: 3576.742432
	Iteration 372F: 3 clusters Score -3227106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Entering Unmasked Estep 
Score: -1493184.500000 Penalty: 1667.495728
	Iteration 0F: 2 clusters Score -1493184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1473921.625000 Penalty: 3334.991455
	Iteration 0F: 3 clusters Score -1473922 nChanged 13104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1481179.625000 Penalty: 3334.991455
	Iteration 1F: 3 clusters Score -1481180 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1481625.875000 Penalty: 3334.991455
	Iteration 2Q: 3 clusters Score -1481626 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1482194.875000 Penalty: 3334.991455
	Iteration 3Q: 3 clusters Score -1482195 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1483015.375000 Penalty: 3334.991455
	Iteration 4F: 3 clusters Score -1483015 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1484146.250000 Penalty: 3334.991455
	Iteration 5F: 3 clusters Score -1484146 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1485741.000000 Penalty: 3334.991455
	Iteration 6F: 3 clusters Score -1485741 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1487631.500000 Penalty: 3334.991455
	Iteration 7F: 3 clusters Score -1487632 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1489327.000000 Penalty: 3334.991455
	Iteration 8F: 3 clusters Score -1489327 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1490390.000000 Penalty: 3334.991455
	Iteration 9F: 3 clusters Score -1490390 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1490957.500000 Penalty: 3334.991455
	Iteration 10Q: 3 clusters Score -1490958 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1491334.875000 Penalty: 3334.991455
	Iteration 11Q: 3 clusters Score -1491335 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1491587.500000 Penalty: 3334.991455
	Iteration 12Q: 3 clusters Score -1491588 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1491739.000000 Penalty: 3334.991455
	Iteration 13Q: 3 clusters Score -1491739 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1491883.000000 Penalty: 3334.991455
	Iteration 14Q: 3 clusters Score -1491883 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1491987.750000 Penalty: 3334.991455
	Iteration 15Q: 3 clusters Score -1491988 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1492063.875000 Penalty: 3334.991455
	Iteration 16Q: 3 clusters Score -1492064 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1492122.750000 Penalty: 3334.991455
	Iteration 17Q: 3 clusters Score -1492123 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1492159.500000 Penalty: 3334.991455
	Iteration 18Q: 3 clusters Score -1492160 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1492176.750000 Penalty: 3334.991455
	Iteration 19Q: 3 clusters Score -1492177 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1492190.000000 Penalty: 3334.991455
	Iteration 20F: 3 clusters Score -1492190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1492190.875000 Penalty: 3334.991455
	Iteration 21Q: 3 clusters Score -1492191 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1492195.750000 Penalty: 3334.991455
	Iteration 22Q: 3 clusters Score -1492196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1492202.625000 Penalty: 3334.991455
	Iteration 23Q: 3 clusters Score -1492203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1492211.375000 Penalty: 3334.991455
	Iteration 24Q: 3 clusters Score -1492211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1492214.125000 Penalty: 3334.991455
	Iteration 25Q: 3 clusters Score -1492214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1492223.250000 Penalty: 3334.991455
	Iteration 26Q: 3 clusters Score -1492223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1492223.625000 Penalty: 3334.991455
	Iteration 27Q: 3 clusters Score -1492224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1492231.250000 Penalty: 3334.991455
	Iteration 28Q: 3 clusters Score -1492231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1492231.375000 Penalty: 3334.991455
	Iteration 29Q: 3 clusters Score -1492231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1492237.875000 Penalty: 3334.991455
	Iteration 30Q: 3 clusters Score -1492238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1492239.125000 Penalty: 3334.991455
	Iteration 31Q: 3 clusters Score -1492239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1492242.875000 Penalty: 3334.991455
	Iteration 32Q: 3 clusters Score -1492243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1492241.500000 Penalty: 3334.991455
	Iteration 33Q: 3 clusters Score -1492242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1492240.250000 Penalty: 3334.991455
	Iteration 34Q: 3 clusters Score -1492240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1492242.875000 Penalty: 3334.991455
	Iteration 35Q: 3 clusters Score -1492243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1492244.625000 Penalty: 3334.991455
	Iteration 36Q: 3 clusters Score -1492245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1492247.125000 Penalty: 3334.991455
	Iteration 37Q: 3 clusters Score -1492247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1492247.125000 Penalty: 3334.991455
	Iteration 38Q: 3 clusters Score -1492247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1492248.250000 Penalty: 3334.991455
	Iteration 39Q: 3 clusters Score -1492248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1492246.875000 Penalty: 3334.991455
	Iteration 40F: 3 clusters Score -1492247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1492247.375000 Penalty: 3334.991455
	Iteration 41Q: 3 clusters Score -1492247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1492247.375000 Penalty: 3334.991455
	Iteration 42F: 3 clusters Score -1492247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Entering Unmasked Estep 
Score: -1665272.500000 Penalty: 1687.304199
	Iteration 0F: 2 clusters Score -1665272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -1643737.000000 Penalty: 3374.608398
	Iteration 0F: 3 clusters Score -1643737 nChanged 14806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -1652031.375000 Penalty: 3374.608398
	Iteration 1F: 3 clusters Score -1652031 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -1652497.625000 Penalty: 3374.608398
	Iteration 2Q: 3 clusters Score -1652498 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -1652975.625000 Penalty: 3374.608398
	Iteration 3Q: 3 clusters Score -1652976 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -1653661.875000 Penalty: 3374.608398
	Iteration 4Q: 3 clusters Score -1653662 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -1654576.875000 Penalty: 3374.608398
	Iteration 5F: 3 clusters Score -1654577 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -1655717.875000 Penalty: 3374.608398
	Iteration 6F: 3 clusters Score -1655718 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -1656983.000000 Penalty: 3374.608398
	Iteration 7F: 3 clusters Score -1656983 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -1658281.000000 Penalty: 3374.608398
	Iteration 8F: 3 clusters Score -1658281 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -1659220.125000 Penalty: 3374.608398
	Iteration 9F: 3 clusters Score -1659220 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -1659690.625000 Penalty: 3374.608398
	Iteration 10Q: 3 clusters Score -1659691 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -1659904.125000 Penalty: 3374.608398
	Iteration 11Q: 3 clusters Score -1659904 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -1660035.750000 Penalty: 3374.608398
	Iteration 12Q: 3 clusters Score -1660036 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -1660132.500000 Penalty: 3374.608398
	Iteration 13Q: 3 clusters Score -1660132 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -1660220.625000 Penalty: 3374.608398
	Iteration 14Q: 3 clusters Score -1660221 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -1660290.750000 Penalty: 3374.608398
	Iteration 15Q: 3 clusters Score -1660291 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -1660352.500000 Penalty: 3374.608398
	Iteration 16Q: 3 clusters Score -1660352 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -1660395.750000 Penalty: 3374.608398
	Iteration 17Q: 3 clusters Score -1660396 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -1660447.000000 Penalty: 3374.608398
	Iteration 18Q: 3 clusters Score -1660447 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -1660484.000000 Penalty: 3374.608398
	Iteration 19Q: 3 clusters Score -1660484 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -1660507.125000 Penalty: 3374.608398
	Iteration 20F: 3 clusters Score -1660507 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -1660531.750000 Penalty: 3374.608398
	Iteration 21Q: 3 clusters Score -1660532 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -1660558.125000 Penalty: 3374.608398
	Iteration 22Q: 3 clusters Score -1660558 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -1660588.500000 Penalty: 3374.608398
	Iteration 23Q: 3 clusters Score -1660588 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -1660622.500000 Penalty: 3374.608398
	Iteration 24Q: 3 clusters Score -1660622 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1660656.500000 Penalty: 3374.608398
	Iteration 25Q: 3 clusters Score -1660656 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -1660684.875000 Penalty: 3374.608398
	Iteration 26Q: 3 clusters Score -1660685 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -1660729.125000 Penalty: 3374.608398
	Iteration 27Q: 3 clusters Score -1660729 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -1660764.125000 Penalty: 3374.608398
	Iteration 28Q: 3 clusters Score -1660764 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -1660811.000000 Penalty: 3374.608398
	Iteration 29Q: 3 clusters Score -1660811 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -1660834.250000 Penalty: 3374.608398
	Iteration 30Q: 3 clusters Score -1660834 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -1660862.500000 Penalty: 3374.608398
	Iteration 31Q: 3 clusters Score -1660862 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -1660883.000000 Penalty: 3374.608398
	Iteration 32Q: 3 clusters Score -1660883 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1660912.125000 Penalty: 3374.608398
	Iteration 33Q: 3 clusters Score -1660912 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1660929.125000 Penalty: 3374.608398
	Iteration 34Q: 3 clusters Score -1660929 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1660958.125000 Penalty: 3374.608398
	Iteration 35Q: 3 clusters Score -1660958 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1660984.000000 Penalty: 3374.608398
	Iteration 36Q: 3 clusters Score -1660984 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -1661001.750000 Penalty: 3374.608398
	Iteration 37Q: 3 clusters Score -1661002 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1661018.875000 Penalty: 3374.608398
	Iteration 38Q: 3 clusters Score -1661019 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -1661060.000000 Penalty: 3374.608398
	Iteration 39Q: 3 clusters Score -1661060 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1661095.375000 Penalty: 3374.608398
	Iteration 40F: 3 clusters Score -1661095 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1661134.250000 Penalty: 3374.608398
	Iteration 41Q: 3 clusters Score -1661134 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1661155.375000 Penalty: 3374.608398
	Iteration 42Q: 3 clusters Score -1661155 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1661185.125000 Penalty: 3374.608398
	Iteration 43Q: 3 clusters Score -1661185 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1661221.250000 Penalty: 3374.608398
	Iteration 44Q: 3 clusters Score -1661221 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1661258.375000 Penalty: 3374.608398
	Iteration 45Q: 3 clusters Score -1661258 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1661285.750000 Penalty: 3374.608398
	Iteration 46Q: 3 clusters Score -1661286 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1661315.125000 Penalty: 3374.608398
	Iteration 47Q: 3 clusters Score -1661315 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -1661354.875000 Penalty: 3374.608398
	Iteration 48Q: 3 clusters Score -1661355 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1661380.500000 Penalty: 3374.608398
	Iteration 49Q: 3 clusters Score -1661380 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1661430.375000 Penalty: 3374.608398
	Iteration 50Q: 3 clusters Score -1661430 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1661470.625000 Penalty: 3374.608398
	Iteration 51Q: 3 clusters Score -1661471 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1661533.000000 Penalty: 3374.608398
	Iteration 52Q: 3 clusters Score -1661533 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1661592.500000 Penalty: 3374.608398
	Iteration 53Q: 3 clusters Score -1661592 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1661655.250000 Penalty: 3374.608398
	Iteration 54Q: 3 clusters Score -1661655 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1661712.000000 Penalty: 3374.608398
	Iteration 55Q: 3 clusters Score -1661712 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1661761.625000 Penalty: 3374.608398
	Iteration 56Q: 3 clusters Score -1661762 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1661800.125000 Penalty: 3374.608398
	Iteration 57Q: 3 clusters Score -1661800 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1661855.375000 Penalty: 3374.608398
	Iteration 58Q: 3 clusters Score -1661855 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1661908.875000 Penalty: 3374.608398
	Iteration 59Q: 3 clusters Score -1661909 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1661965.000000 Penalty: 3374.608398
	Iteration 60F: 3 clusters Score -1661965 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1662019.875000 Penalty: 3374.608398
	Iteration 61Q: 3 clusters Score -1662020 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1662054.125000 Penalty: 3374.608398
	Iteration 62Q: 3 clusters Score -1662054 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1662102.000000 Penalty: 3374.608398
	Iteration 63Q: 3 clusters Score -1662102 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1662145.250000 Penalty: 3374.608398
	Iteration 64Q: 3 clusters Score -1662145 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1662194.125000 Penalty: 3374.608398
	Iteration 65Q: 3 clusters Score -1662194 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1662239.750000 Penalty: 3374.608398
	Iteration 66Q: 3 clusters Score -1662240 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1662288.875000 Penalty: 3374.608398
	Iteration 67Q: 3 clusters Score -1662289 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1662343.500000 Penalty: 3374.608398
	Iteration 68Q: 3 clusters Score -1662344 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1662387.125000 Penalty: 3374.608398
	Iteration 69Q: 3 clusters Score -1662387 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1662436.125000 Penalty: 3374.608398
	Iteration 70Q: 3 clusters Score -1662436 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1662491.125000 Penalty: 3374.608398
	Iteration 71Q: 3 clusters Score -1662491 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1662526.375000 Penalty: 3374.608398
	Iteration 72Q: 3 clusters Score -1662526 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1662566.375000 Penalty: 3374.608398
	Iteration 73Q: 3 clusters Score -1662566 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1662584.875000 Penalty: 3374.608398
	Iteration 74Q: 3 clusters Score -1662585 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1662629.750000 Penalty: 3374.608398
	Iteration 75Q: 3 clusters Score -1662630 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1662655.125000 Penalty: 3374.608398
	Iteration 76Q: 3 clusters Score -1662655 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1662670.250000 Penalty: 3374.608398
	Iteration 77Q: 3 clusters Score -1662670 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1662697.625000 Penalty: 3374.608398
	Iteration 78Q: 3 clusters Score -1662698 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1662725.125000 Penalty: 3374.608398
	Iteration 79Q: 3 clusters Score -1662725 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1662756.625000 Penalty: 3374.608398
	Iteration 80F: 3 clusters Score -1662757 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1662782.375000 Penalty: 3374.608398
	Iteration 81Q: 3 clusters Score -1662782 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1662817.750000 Penalty: 3374.608398
	Iteration 82Q: 3 clusters Score -1662818 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1662838.625000 Penalty: 3374.608398
	Iteration 83Q: 3 clusters Score -1662839 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1662872.125000 Penalty: 3374.608398
	Iteration 84Q: 3 clusters Score -1662872 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1662905.875000 Penalty: 3374.608398
	Iteration 85Q: 3 clusters Score -1662906 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1662939.375000 Penalty: 3374.608398
	Iteration 86Q: 3 clusters Score -1662939 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1662972.375000 Penalty: 3374.608398
	Iteration 87Q: 3 clusters Score -1662972 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1663001.750000 Penalty: 3374.608398
	Iteration 88Q: 3 clusters Score -1663002 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1663026.250000 Penalty: 3374.608398
	Iteration 89Q: 3 clusters Score -1663026 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1663049.375000 Penalty: 3374.608398
	Iteration 90Q: 3 clusters Score -1663049 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1663073.125000 Penalty: 3374.608398
	Iteration 91Q: 3 clusters Score -1663073 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1663099.000000 Penalty: 3374.608398
	Iteration 92Q: 3 clusters Score -1663099 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1663124.000000 Penalty: 3374.608398
	Iteration 93Q: 3 clusters Score -1663124 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1663141.000000 Penalty: 3374.608398
	Iteration 94Q: 3 clusters Score -1663141 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1663165.500000 Penalty: 3374.608398
	Iteration 95Q: 3 clusters Score -1663166 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1663187.250000 Penalty: 3374.608398
	Iteration 96Q: 3 clusters Score -1663187 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1663207.500000 Penalty: 3374.608398
	Iteration 97Q: 3 clusters Score -1663208 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1663232.125000 Penalty: 3374.608398
	Iteration 98Q: 3 clusters Score -1663232 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1663268.000000 Penalty: 3374.608398
	Iteration 99Q: 3 clusters Score -1663268 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1663306.750000 Penalty: 3374.608398
	Iteration 100F: 3 clusters Score -1663307 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1663348.625000 Penalty: 3374.608398
	Iteration 101Q: 3 clusters Score -1663349 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1663390.000000 Penalty: 3374.608398
	Iteration 102Q: 3 clusters Score -1663390 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1663430.500000 Penalty: 3374.608398
	Iteration 103Q: 3 clusters Score -1663430 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1663479.125000 Penalty: 3374.608398
	Iteration 104Q: 3 clusters Score -1663479 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1663527.625000 Penalty: 3374.608398
	Iteration 105Q: 3 clusters Score -1663528 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1663567.875000 Penalty: 3374.608398
	Iteration 106Q: 3 clusters Score -1663568 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1663613.875000 Penalty: 3374.608398
	Iteration 107Q: 3 clusters Score -1663614 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1663657.125000 Penalty: 3374.608398
	Iteration 108Q: 3 clusters Score -1663657 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1663692.125000 Penalty: 3374.608398
	Iteration 109Q: 3 clusters Score -1663692 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1663708.000000 Penalty: 3374.608398
	Iteration 110Q: 3 clusters Score -1663708 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1663721.250000 Penalty: 3374.608398
	Iteration 111Q: 3 clusters Score -1663721 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1663733.000000 Penalty: 3374.608398
	Iteration 112Q: 3 clusters Score -1663733 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1663746.500000 Penalty: 3374.608398
	Iteration 113Q: 3 clusters Score -1663746 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1663761.000000 Penalty: 3374.608398
	Iteration 114Q: 3 clusters Score -1663761 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1663768.625000 Penalty: 3374.608398
	Iteration 115Q: 3 clusters Score -1663769 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1663782.500000 Penalty: 3374.608398
	Iteration 116Q: 3 clusters Score -1663782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1663800.125000 Penalty: 3374.608398
	Iteration 117Q: 3 clusters Score -1663800 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1663805.000000 Penalty: 3374.608398
	Iteration 118Q: 3 clusters Score -1663805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1663810.000000 Penalty: 3374.608398
	Iteration 119Q: 3 clusters Score -1663810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1663815.250000 Penalty: 3374.608398
	Iteration 120F: 3 clusters Score -1663815 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1663824.750000 Penalty: 3374.608398
	Iteration 121Q: 3 clusters Score -1663825 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1663834.125000 Penalty: 3374.608398
	Iteration 122Q: 3 clusters Score -1663834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1663847.625000 Penalty: 3374.608398
	Iteration 123Q: 3 clusters Score -1663848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1663863.000000 Penalty: 3374.608398
	Iteration 124Q: 3 clusters Score -1663863 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1663867.625000 Penalty: 3374.608398
	Iteration 125Q: 3 clusters Score -1663868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1663884.250000 Penalty: 3374.608398
	Iteration 126Q: 3 clusters Score -1663884 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1663895.875000 Penalty: 3374.608398
	Iteration 127Q: 3 clusters Score -1663896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1663906.000000 Penalty: 3374.608398
	Iteration 128Q: 3 clusters Score -1663906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1663915.625000 Penalty: 3374.608398
	Iteration 129Q: 3 clusters Score -1663916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1663931.750000 Penalty: 3374.608398
	Iteration 130Q: 3 clusters Score -1663932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1663938.625000 Penalty: 3374.608398
	Iteration 131Q: 3 clusters Score -1663939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1663949.250000 Penalty: 3374.608398
	Iteration 132Q: 3 clusters Score -1663949 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1663956.125000 Penalty: 3374.608398
	Iteration 133Q: 3 clusters Score -1663956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1663957.000000 Penalty: 3374.608398
	Iteration 134Q: 3 clusters Score -1663957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1663960.750000 Penalty: 3374.608398
	Iteration 135Q: 3 clusters Score -1663961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1663965.125000 Penalty: 3374.608398
	Iteration 136Q: 3 clusters Score -1663965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1663969.125000 Penalty: 3374.608398
	Iteration 137Q: 3 clusters Score -1663969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1663975.500000 Penalty: 3374.608398
	Iteration 138Q: 3 clusters Score -1663976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1663977.625000 Penalty: 3374.608398
	Iteration 139Q: 3 clusters Score -1663978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1663981.000000 Penalty: 3374.608398
	Iteration 140F: 3 clusters Score -1663981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1663983.500000 Penalty: 3374.608398
	Iteration 141Q: 3 clusters Score -1663984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1663982.375000 Penalty: 3374.608398
	Iteration 142Q: 3 clusters Score -1663982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1663983.125000 Penalty: 3374.608398
	Iteration 143Q: 3 clusters Score -1663983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1663984.625000 Penalty: 3374.608398
	Iteration 144Q: 3 clusters Score -1663985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1663985.625000 Penalty: 3374.608398
	Iteration 145Q: 3 clusters Score -1663986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1663985.625000 Penalty: 3374.608398
	Iteration 146F: 3 clusters Score -1663986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Entering Unmasked Estep 
Score: -456259.062500 Penalty: 1470.805420
	Iteration 0F: 2 clusters Score -456259.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -450025.156250 Penalty: 2941.610840
	Iteration 0F: 3 clusters Score -450025.2 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -451962.343750 Penalty: 2941.610840
	Iteration 1F: 3 clusters Score -451962.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -452159.375000 Penalty: 2941.610840
	Iteration 2F: 3 clusters Score -452159.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -452295.750000 Penalty: 2941.610840
	Iteration 3Q: 3 clusters Score -452295.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -452390.312500 Penalty: 2941.610840
	Iteration 4Q: 3 clusters Score -452390.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -452467.250000 Penalty: 2941.610840
	Iteration 5Q: 3 clusters Score -452467.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -452532.875000 Penalty: 2941.610840
	Iteration 6Q: 3 clusters Score -452532.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -452587.656250 Penalty: 2941.610840
	Iteration 7Q: 3 clusters Score -452587.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -452640.125000 Penalty: 2941.610840
	Iteration 8Q: 3 clusters Score -452640.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -452692.843750 Penalty: 2941.610840
	Iteration 9Q: 3 clusters Score -452692.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -452750.968750 Penalty: 2941.610840
	Iteration 10Q: 3 clusters Score -452751 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -452811.156250 Penalty: 2941.610840
	Iteration 11Q: 3 clusters Score -452811.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -452881.093750 Penalty: 2941.610840
	Iteration 12Q: 3 clusters Score -452881.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -452962.187500 Penalty: 2941.610840
	Iteration 13Q: 3 clusters Score -452962.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -453075.343750 Penalty: 2941.610840
	Iteration 14Q: 3 clusters Score -453075.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -453261.812500 Penalty: 2941.610840
	Iteration 15Q: 3 clusters Score -453261.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -453504.093750 Penalty: 2941.610840
	Iteration 16Q: 3 clusters Score -453504.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -453811.000000 Penalty: 2941.610840
	Iteration 17Q: 3 clusters Score -453811 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -454125.093750 Penalty: 2941.610840
	Iteration 18Q: 3 clusters Score -454125.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -454370.468750 Penalty: 2941.610840
	Iteration 19Q: 3 clusters Score -454370.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -454555.937500 Penalty: 2941.610840
	Iteration 20F: 3 clusters Score -454555.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -454683.906250 Penalty: 2941.610840
	Iteration 21Q: 3 clusters Score -454683.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -454770.656250 Penalty: 2941.610840
	Iteration 22Q: 3 clusters Score -454770.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -454839.781250 Penalty: 2941.610840
	Iteration 23Q: 3 clusters Score -454839.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -454882.531250 Penalty: 2941.610840
	Iteration 24Q: 3 clusters Score -454882.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -454906.531250 Penalty: 2941.610840
	Iteration 25Q: 3 clusters Score -454906.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -454931.156250 Penalty: 2941.610840
	Iteration 26Q: 3 clusters Score -454931.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -454939.562500 Penalty: 2941.610840
	Iteration 27Q: 3 clusters Score -454939.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -454947.093750 Penalty: 2941.610840
	Iteration 28Q: 3 clusters Score -454947.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -454956.968750 Penalty: 2941.610840
	Iteration 29Q: 3 clusters Score -454957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -454959.843750 Penalty: 2941.610840
	Iteration 30Q: 3 clusters Score -454959.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -454960.531250 Penalty: 2941.610840
	Iteration 31Q: 3 clusters Score -454960.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -454960.531250 Penalty: 2941.610840
	Iteration 32F: 3 clusters Score -454960.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Entering Unmasked Estep 
Score: -428175.156250 Penalty: 1477.414551
	Iteration 0F: 2 clusters Score -428175.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -421861.187500 Penalty: 2954.829102
	Iteration 0F: 3 clusters Score -421861.2 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -424067.062500 Penalty: 2954.829102
	Iteration 1F: 3 clusters Score -424067.1 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -424618.437500 Penalty: 2954.829102
	Iteration 2F: 3 clusters Score -424618.4 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -425141.093750 Penalty: 2954.829102
	Iteration 3F: 3 clusters Score -425141.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -425579.187500 Penalty: 2954.829102
	Iteration 4F: 3 clusters Score -425579.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -425988.781250 Penalty: 2954.829102
	Iteration 5F: 3 clusters Score -425988.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -426369.562500 Penalty: 2954.829102
	Iteration 6F: 3 clusters Score -426369.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -426673.250000 Penalty: 2954.829102
	Iteration 7F: 3 clusters Score -426673.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -426905.781250 Penalty: 2954.829102
	Iteration 8Q: 3 clusters Score -426905.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -427054.687500 Penalty: 2954.829102
	Iteration 9Q: 3 clusters Score -427054.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -427163.250000 Penalty: 2954.829102
	Iteration 10Q: 3 clusters Score -427163.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -427234.812500 Penalty: 2954.829102
	Iteration 11Q: 3 clusters Score -427234.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -427290.062500 Penalty: 2954.829102
	Iteration 12Q: 3 clusters Score -427290.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -427328.375000 Penalty: 2954.829102
	Iteration 13Q: 3 clusters Score -427328.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -427363.406250 Penalty: 2954.829102
	Iteration 14Q: 3 clusters Score -427363.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -427389.875000 Penalty: 2954.829102
	Iteration 15Q: 3 clusters Score -427389.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -427403.531250 Penalty: 2954.829102
	Iteration 16Q: 3 clusters Score -427403.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -427413.437500 Penalty: 2954.829102
	Iteration 17Q: 3 clusters Score -427413.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -427420.656250 Penalty: 2954.829102
	Iteration 18Q: 3 clusters Score -427420.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -427428.500000 Penalty: 2954.829102
	Iteration 19Q: 3 clusters Score -427428.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -427432.937500 Penalty: 2954.829102
	Iteration 20F: 3 clusters Score -427432.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -427437.500000 Penalty: 2954.829102
	Iteration 21Q: 3 clusters Score -427437.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -427441.718750 Penalty: 2954.829102
	Iteration 22Q: 3 clusters Score -427441.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -427443.687500 Penalty: 2954.829102
	Iteration 23Q: 3 clusters Score -427443.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -427443.250000 Penalty: 2954.829102
	Iteration 24Q: 3 clusters Score -427443.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -427444.656250 Penalty: 2954.829102
	Iteration 25Q: 3 clusters Score -427444.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -427445.250000 Penalty: 2954.829102
	Iteration 26Q: 3 clusters Score -427445.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -427446.687500 Penalty: 2954.829102
	Iteration 27Q: 3 clusters Score -427446.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -427447.468750 Penalty: 2954.829102
	Iteration 28Q: 3 clusters Score -427447.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -427449.156250 Penalty: 2954.829102
	Iteration 29Q: 3 clusters Score -427449.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -427449.812500 Penalty: 2954.829102
	Iteration 30Q: 3 clusters Score -427449.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -427449.812500 Penalty: 2954.829102
	Iteration 31F: 3 clusters Score -427449.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (15198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Entering Unmasked Estep 
Score: -825771.437500 Penalty: 1564.699341
	Iteration 0F: 2 clusters Score -825771.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -815210.562500 Penalty: 3129.398682
	Iteration 0F: 3 clusters Score -815210.6 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -818716.375000 Penalty: 3129.398682
	Iteration 1F: 3 clusters Score -818716.4 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -818981.687500 Penalty: 3129.398682
	Iteration 2F: 3 clusters Score -818981.7 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -819190.812500 Penalty: 3129.398682
	Iteration 3Q: 3 clusters Score -819190.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -819353.000000 Penalty: 3129.398682
	Iteration 4Q: 3 clusters Score -819353 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -819512.750000 Penalty: 3129.398682
	Iteration 5Q: 3 clusters Score -819512.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -819659.500000 Penalty: 3129.398682
	Iteration 6Q: 3 clusters Score -819659.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -819824.187500 Penalty: 3129.398682
	Iteration 7Q: 3 clusters Score -819824.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -820013.250000 Penalty: 3129.398682
	Iteration 8Q: 3 clusters Score -820013.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -820259.312500 Penalty: 3129.398682
	Iteration 9Q: 3 clusters Score -820259.3 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -820577.812500 Penalty: 3129.398682
	Iteration 10Q: 3 clusters Score -820577.8 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -820945.500000 Penalty: 3129.398682
	Iteration 11Q: 3 clusters Score -820945.5 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -821321.687500 Penalty: 3129.398682
	Iteration 12Q: 3 clusters Score -821321.7 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -821677.687500 Penalty: 3129.398682
	Iteration 13Q: 3 clusters Score -821677.7 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -821969.375000 Penalty: 3129.398682
	Iteration 14Q: 3 clusters Score -821969.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -822179.125000 Penalty: 3129.398682
	Iteration 15Q: 3 clusters Score -822179.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -822346.187500 Penalty: 3129.398682
	Iteration 16Q: 3 clusters Score -822346.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -822485.187500 Penalty: 3129.398682
	Iteration 17Q: 3 clusters Score -822485.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -822598.500000 Penalty: 3129.398682
	Iteration 18Q: 3 clusters Score -822598.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -822706.875000 Penalty: 3129.398682
	Iteration 19Q: 3 clusters Score -822706.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -822797.437500 Penalty: 3129.398682
	Iteration 20F: 3 clusters Score -822797.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -822886.250000 Penalty: 3129.398682
	Iteration 21Q: 3 clusters Score -822886.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -822981.500000 Penalty: 3129.398682
	Iteration 22Q: 3 clusters Score -822981.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -823079.187500 Penalty: 3129.398682
	Iteration 23Q: 3 clusters Score -823079.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -823174.437500 Penalty: 3129.398682
	Iteration 24Q: 3 clusters Score -823174.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -823279.875000 Penalty: 3129.398682
	Iteration 25Q: 3 clusters Score -823279.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -823404.500000 Penalty: 3129.398682
	Iteration 26Q: 3 clusters Score -823404.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -823527.687500 Penalty: 3129.398682
	Iteration 27Q: 3 clusters Score -823527.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -823640.000000 Penalty: 3129.398682
	Iteration 28Q: 3 clusters Score -823640 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -823758.312500 Penalty: 3129.398682
	Iteration 29Q: 3 clusters Score -823758.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -823861.125000 Penalty: 3129.398682
	Iteration 30Q: 3 clusters Score -823861.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -823948.437500 Penalty: 3129.398682
	Iteration 31Q: 3 clusters Score -823948.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -824016.937500 Penalty: 3129.398682
	Iteration 32Q: 3 clusters Score -824016.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -824081.312500 Penalty: 3129.398682
	Iteration 33Q: 3 clusters Score -824081.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -824129.937500 Penalty: 3129.398682
	Iteration 34Q: 3 clusters Score -824129.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -824171.875000 Penalty: 3129.398682
	Iteration 35Q: 3 clusters Score -824171.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -824214.000000 Penalty: 3129.398682
	Iteration 36Q: 3 clusters Score -824214 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -824253.625000 Penalty: 3129.398682
	Iteration 37Q: 3 clusters Score -824253.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -824281.625000 Penalty: 3129.398682
	Iteration 38Q: 3 clusters Score -824281.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -824309.000000 Penalty: 3129.398682
	Iteration 39Q: 3 clusters Score -824309 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -824336.500000 Penalty: 3129.398682
	Iteration 40F: 3 clusters Score -824336.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -824358.062500 Penalty: 3129.398682
	Iteration 41Q: 3 clusters Score -824358.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -824370.562500 Penalty: 3129.398682
	Iteration 42Q: 3 clusters Score -824370.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -824382.750000 Penalty: 3129.398682
	Iteration 43Q: 3 clusters Score -824382.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -824395.062500 Penalty: 3129.398682
	Iteration 44Q: 3 clusters Score -824395.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -824407.375000 Penalty: 3129.398682
	Iteration 45Q: 3 clusters Score -824407.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -824414.437500 Penalty: 3129.398682
	Iteration 46Q: 3 clusters Score -824414.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -824422.562500 Penalty: 3129.398682
	Iteration 47Q: 3 clusters Score -824422.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -824431.062500 Penalty: 3129.398682
	Iteration 48Q: 3 clusters Score -824431.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -824436.062500 Penalty: 3129.398682
	Iteration 49Q: 3 clusters Score -824436.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -824441.812500 Penalty: 3129.398682
	Iteration 50Q: 3 clusters Score -824441.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -824446.375000 Penalty: 3129.398682
	Iteration 51Q: 3 clusters Score -824446.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -824450.000000 Penalty: 3129.398682
	Iteration 52Q: 3 clusters Score -824450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -824453.500000 Penalty: 3129.398682
	Iteration 53Q: 3 clusters Score -824453.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -824456.437500 Penalty: 3129.398682
	Iteration 54Q: 3 clusters Score -824456.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -824458.125000 Penalty: 3129.398682
	Iteration 55Q: 3 clusters Score -824458.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -824462.500000 Penalty: 3129.398682
	Iteration 56Q: 3 clusters Score -824462.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -824462.812500 Penalty: 3129.398682
	Iteration 57Q: 3 clusters Score -824462.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -824463.375000 Penalty: 3129.398682
	Iteration 58Q: 3 clusters Score -824463.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -824466.687500 Penalty: 3129.398682
	Iteration 59Q: 3 clusters Score -824466.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -824467.625000 Penalty: 3129.398682
	Iteration 60F: 3 clusters Score -824467.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -824469.437500 Penalty: 3129.398682
	Iteration 61Q: 3 clusters Score -824469.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -824470.250000 Penalty: 3129.398682
	Iteration 62Q: 3 clusters Score -824470.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -824473.562500 Penalty: 3129.398682
	Iteration 63Q: 3 clusters Score -824473.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -824473.937500 Penalty: 3129.398682
	Iteration 64Q: 3 clusters Score -824473.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -824474.937500 Penalty: 3129.398682
	Iteration 65Q: 3 clusters Score -824474.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -824475.687500 Penalty: 3129.398682
	Iteration 66Q: 3 clusters Score -824475.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -824475.250000 Penalty: 3129.398682
	Iteration 67Q: 3 clusters Score -824475.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -824475.812500 Penalty: 3129.398682
	Iteration 68Q: 3 clusters Score -824475.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -824474.687500 Penalty: 3129.398682
	Iteration 69Q: 3 clusters Score -824474.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -824475.687500 Penalty: 3129.398682
	Iteration 70Q: 3 clusters Score -824475.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -824478.375000 Penalty: 3129.398682
	Iteration 71Q: 3 clusters Score -824478.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -824479.937500 Penalty: 3129.398682
	Iteration 72Q: 3 clusters Score -824479.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -824480.125000 Penalty: 3129.398682
	Iteration 73Q: 3 clusters Score -824480.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -824480.187500 Penalty: 3129.398682
	Iteration 74Q: 3 clusters Score -824480.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -824479.937500 Penalty: 3129.398682
	Iteration 75Q: 3 clusters Score -824479.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -824479.937500 Penalty: 3129.398682
	Iteration 76F: 3 clusters Score -824479.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Entering Unmasked Estep 
Score: -450720.468750 Penalty: 1492.865845
	Iteration 0F: 2 clusters Score -450720.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -443791.093750 Penalty: 2985.731689
	Iteration 0F: 3 clusters Score -443791.1 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -446096.500000 Penalty: 2985.731689
	Iteration 1F: 3 clusters Score -446096.5 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -446355.781250 Penalty: 2985.731689
	Iteration 2F: 3 clusters Score -446355.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -446546.062500 Penalty: 2985.731689
	Iteration 3F: 3 clusters Score -446546.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -446690.781250 Penalty: 2985.731689
	Iteration 4Q: 3 clusters Score -446690.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -446796.218750 Penalty: 2985.731689
	Iteration 5Q: 3 clusters Score -446796.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -446888.843750 Penalty: 2985.731689
	Iteration 6Q: 3 clusters Score -446888.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -446965.312500 Penalty: 2985.731689
	Iteration 7Q: 3 clusters Score -446965.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -447030.593750 Penalty: 2985.731689
	Iteration 8Q: 3 clusters Score -447030.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -447110.062500 Penalty: 2985.731689
	Iteration 9Q: 3 clusters Score -447110.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -447207.250000 Penalty: 2985.731689
	Iteration 10Q: 3 clusters Score -447207.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -447298.218750 Penalty: 2985.731689
	Iteration 11Q: 3 clusters Score -447298.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -447408.531250 Penalty: 2985.731689
	Iteration 12Q: 3 clusters Score -447408.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -447523.562500 Penalty: 2985.731689
	Iteration 13Q: 3 clusters Score -447523.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -447648.562500 Penalty: 2985.731689
	Iteration 14Q: 3 clusters Score -447648.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -447804.656250 Penalty: 2985.731689
	Iteration 15Q: 3 clusters Score -447804.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -447969.687500 Penalty: 2985.731689
	Iteration 16Q: 3 clusters Score -447969.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -448106.593750 Penalty: 2985.731689
	Iteration 17Q: 3 clusters Score -448106.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -448225.625000 Penalty: 2985.731689
	Iteration 18Q: 3 clusters Score -448225.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -448322.156250 Penalty: 2985.731689
	Iteration 19Q: 3 clusters Score -448322.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -448401.750000 Penalty: 2985.731689
	Iteration 20F: 3 clusters Score -448401.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -448456.781250 Penalty: 2985.731689
	Iteration 21Q: 3 clusters Score -448456.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -448499.718750 Penalty: 2985.731689
	Iteration 22Q: 3 clusters Score -448499.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -448539.531250 Penalty: 2985.731689
	Iteration 23Q: 3 clusters Score -448539.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -448575.750000 Penalty: 2985.731689
	Iteration 24Q: 3 clusters Score -448575.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -448611.687500 Penalty: 2985.731689
	Iteration 25Q: 3 clusters Score -448611.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -448649.750000 Penalty: 2985.731689
	Iteration 26Q: 3 clusters Score -448649.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -448683.031250 Penalty: 2985.731689
	Iteration 27Q: 3 clusters Score -448683 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -448704.062500 Penalty: 2985.731689
	Iteration 28Q: 3 clusters Score -448704.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -448721.937500 Penalty: 2985.731689
	Iteration 29Q: 3 clusters Score -448721.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -448743.031250 Penalty: 2985.731689
	Iteration 30Q: 3 clusters Score -448743 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -448763.312500 Penalty: 2985.731689
	Iteration 31Q: 3 clusters Score -448763.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -448782.093750 Penalty: 2985.731689
	Iteration 32Q: 3 clusters Score -448782.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -448797.562500 Penalty: 2985.731689
	Iteration 33Q: 3 clusters Score -448797.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -448823.062500 Penalty: 2985.731689
	Iteration 34Q: 3 clusters Score -448823.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -448858.531250 Penalty: 2985.731689
	Iteration 35Q: 3 clusters Score -448858.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -448890.125000 Penalty: 2985.731689
	Iteration 36Q: 3 clusters Score -448890.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -448931.031250 Penalty: 2985.731689
	Iteration 37Q: 3 clusters Score -448931 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -448984.531250 Penalty: 2985.731689
	Iteration 38Q: 3 clusters Score -448984.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -449040.812500 Penalty: 2985.731689
	Iteration 39Q: 3 clusters Score -449040.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -449096.781250 Penalty: 2985.731689
	Iteration 40F: 3 clusters Score -449096.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -449144.468750 Penalty: 2985.731689
	Iteration 41Q: 3 clusters Score -449144.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -449174.968750 Penalty: 2985.731689
	Iteration 42Q: 3 clusters Score -449175 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -449191.781250 Penalty: 2985.731689
	Iteration 43Q: 3 clusters Score -449191.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -449207.062500 Penalty: 2985.731689
	Iteration 44Q: 3 clusters Score -449207.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -449220.593750 Penalty: 2985.731689
	Iteration 45Q: 3 clusters Score -449220.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -449231.156250 Penalty: 2985.731689
	Iteration 46Q: 3 clusters Score -449231.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -449237.281250 Penalty: 2985.731689
	Iteration 47Q: 3 clusters Score -449237.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -449248.156250 Penalty: 2985.731689
	Iteration 48Q: 3 clusters Score -449248.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -449259.937500 Penalty: 2985.731689
	Iteration 49Q: 3 clusters Score -449259.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -449272.000000 Penalty: 2985.731689
	Iteration 50Q: 3 clusters Score -449272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -449283.000000 Penalty: 2985.731689
	Iteration 51Q: 3 clusters Score -449283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -449288.687500 Penalty: 2985.731689
	Iteration 52Q: 3 clusters Score -449288.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -449295.031250 Penalty: 2985.731689
	Iteration 53Q: 3 clusters Score -449295 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -449302.093750 Penalty: 2985.731689
	Iteration 54Q: 3 clusters Score -449302.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -449309.343750 Penalty: 2985.731689
	Iteration 55Q: 3 clusters Score -449309.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -449313.718750 Penalty: 2985.731689
	Iteration 56Q: 3 clusters Score -449313.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -449319.687500 Penalty: 2985.731689
	Iteration 57Q: 3 clusters Score -449319.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -449323.656250 Penalty: 2985.731689
	Iteration 58Q: 3 clusters Score -449323.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -449330.906250 Penalty: 2985.731689
	Iteration 59Q: 3 clusters Score -449330.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -449336.156250 Penalty: 2985.731689
	Iteration 60F: 3 clusters Score -449336.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -449343.625000 Penalty: 2985.731689
	Iteration 61Q: 3 clusters Score -449343.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -449347.656250 Penalty: 2985.731689
	Iteration 62Q: 3 clusters Score -449347.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -449350.937500 Penalty: 2985.731689
	Iteration 63Q: 3 clusters Score -449350.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -449353.156250 Penalty: 2985.731689
	Iteration 64Q: 3 clusters Score -449353.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -449357.656250 Penalty: 2985.731689
	Iteration 65Q: 3 clusters Score -449357.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -449361.718750 Penalty: 2985.731689
	Iteration 66Q: 3 clusters Score -449361.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -449366.937500 Penalty: 2985.731689
	Iteration 67Q: 3 clusters Score -449366.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -449373.125000 Penalty: 2985.731689
	Iteration 68Q: 3 clusters Score -449373.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -449378.687500 Penalty: 2985.731689
	Iteration 69Q: 3 clusters Score -449378.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -449385.250000 Penalty: 2985.731689
	Iteration 70Q: 3 clusters Score -449385.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -449390.437500 Penalty: 2985.731689
	Iteration 71Q: 3 clusters Score -449390.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -449394.343750 Penalty: 2985.731689
	Iteration 72Q: 3 clusters Score -449394.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -449397.312500 Penalty: 2985.731689
	Iteration 73Q: 3 clusters Score -449397.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -449402.531250 Penalty: 2985.731689
	Iteration 74Q: 3 clusters Score -449402.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -449408.312500 Penalty: 2985.731689
	Iteration 75Q: 3 clusters Score -449408.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -449422.281250 Penalty: 2985.731689
	Iteration 76Q: 3 clusters Score -449422.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -449434.687500 Penalty: 2985.731689
	Iteration 77Q: 3 clusters Score -449434.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -449448.156250 Penalty: 2985.731689
	Iteration 78Q: 3 clusters Score -449448.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -449460.750000 Penalty: 2985.731689
	Iteration 79Q: 3 clusters Score -449460.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -449476.031250 Penalty: 2985.731689
	Iteration 80F: 3 clusters Score -449476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -449488.375000 Penalty: 2985.731689
	Iteration 81Q: 3 clusters Score -449488.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -449495.718750 Penalty: 2985.731689
	Iteration 82Q: 3 clusters Score -449495.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -449505.281250 Penalty: 2985.731689
	Iteration 83Q: 3 clusters Score -449505.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -449509.062500 Penalty: 2985.731689
	Iteration 84Q: 3 clusters Score -449509.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -449515.218750 Penalty: 2985.731689
	Iteration 85Q: 3 clusters Score -449515.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -449517.000000 Penalty: 2985.731689
	Iteration 86Q: 3 clusters Score -449517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -449521.406250 Penalty: 2985.731689
	Iteration 87Q: 3 clusters Score -449521.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -449524.031250 Penalty: 2985.731689
	Iteration 88Q: 3 clusters Score -449524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -449525.531250 Penalty: 2985.731689
	Iteration 89Q: 3 clusters Score -449525.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -449529.343750 Penalty: 2985.731689
	Iteration 90Q: 3 clusters Score -449529.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -449531.687500 Penalty: 2985.731689
	Iteration 91Q: 3 clusters Score -449531.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -449532.781250 Penalty: 2985.731689
	Iteration 92Q: 3 clusters Score -449532.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -449534.156250 Penalty: 2985.731689
	Iteration 93Q: 3 clusters Score -449534.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -449534.750000 Penalty: 2985.731689
	Iteration 94Q: 3 clusters Score -449534.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -449536.781250 Penalty: 2985.731689
	Iteration 95Q: 3 clusters Score -449536.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -449537.812500 Penalty: 2985.731689
	Iteration 96Q: 3 clusters Score -449537.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -449539.843750 Penalty: 2985.731689
	Iteration 97Q: 3 clusters Score -449539.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -449539.843750 Penalty: 2985.731689
	Iteration 98Q: 3 clusters Score -449539.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -449542.062500 Penalty: 2985.731689
	Iteration 99Q: 3 clusters Score -449542.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -449544.250000 Penalty: 2985.731689
	Iteration 100F: 3 clusters Score -449544.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -449546.031250 Penalty: 2985.731689
	Iteration 101Q: 3 clusters Score -449546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -449546.718750 Penalty: 2985.731689
	Iteration 102Q: 3 clusters Score -449546.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -449547.187500 Penalty: 2985.731689
	Iteration 103Q: 3 clusters Score -449547.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -449549.968750 Penalty: 2985.731689
	Iteration 104Q: 3 clusters Score -449550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -449552.562500 Penalty: 2985.731689
	Iteration 105Q: 3 clusters Score -449552.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -449556.812500 Penalty: 2985.731689
	Iteration 106Q: 3 clusters Score -449556.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -449557.937500 Penalty: 2985.731689
	Iteration 107Q: 3 clusters Score -449557.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -449561.562500 Penalty: 2985.731689
	Iteration 108Q: 3 clusters Score -449561.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -449563.375000 Penalty: 2985.731689
	Iteration 109Q: 3 clusters Score -449563.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -449565.312500 Penalty: 2985.731689
	Iteration 110Q: 3 clusters Score -449565.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -449567.937500 Penalty: 2985.731689
	Iteration 111Q: 3 clusters Score -449567.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -449570.531250 Penalty: 2985.731689
	Iteration 112Q: 3 clusters Score -449570.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -449572.875000 Penalty: 2985.731689
	Iteration 113Q: 3 clusters Score -449572.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -449574.218750 Penalty: 2985.731689
	Iteration 114Q: 3 clusters Score -449574.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -449574.218750 Penalty: 2985.731689
	Iteration 115Q: 3 clusters Score -449574.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -449575.156250 Penalty: 2985.731689
	Iteration 116Q: 3 clusters Score -449575.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -449575.500000 Penalty: 2985.731689
	Iteration 117Q: 3 clusters Score -449575.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -449575.968750 Penalty: 2985.731689
	Iteration 118Q: 3 clusters Score -449576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -449577.000000 Penalty: 2985.731689
	Iteration 119Q: 3 clusters Score -449577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -449578.218750 Penalty: 2985.731689
	Iteration 120F: 3 clusters Score -449578.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -449578.562500 Penalty: 2985.731689
	Iteration 121Q: 3 clusters Score -449578.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -449578.750000 Penalty: 2985.731689
	Iteration 122Q: 3 clusters Score -449578.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -449578.750000 Penalty: 2985.731689
	Iteration 123F: 3 clusters Score -449578.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Entering Unmasked Estep 
Score: -168593.593750 Penalty: 1323.227051
	Iteration 0F: 2 clusters Score -168593.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -165636.203125 Penalty: 2646.454102
	Iteration 0F: 3 clusters Score -165636.2 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -166467.187500 Penalty: 2646.454102
	Iteration 1F: 3 clusters Score -166467.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -166748.843750 Penalty: 2646.454102
	Iteration 2F: 3 clusters Score -166748.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -166996.890625 Penalty: 2646.454102
	Iteration 3F: 3 clusters Score -166996.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -167206.531250 Penalty: 2646.454102
	Iteration 4F: 3 clusters Score -167206.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -167346.281250 Penalty: 2646.454102
	Iteration 5F: 3 clusters Score -167346.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -167437.140625 Penalty: 2646.454102
	Iteration 6Q: 3 clusters Score -167437.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -167504.671875 Penalty: 2646.454102
	Iteration 7Q: 3 clusters Score -167504.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -167549.781250 Penalty: 2646.454102
	Iteration 8Q: 3 clusters Score -167549.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -167581.562500 Penalty: 2646.454102
	Iteration 9Q: 3 clusters Score -167581.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -167610.093750 Penalty: 2646.454102
	Iteration 10Q: 3 clusters Score -167610.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -167629.250000 Penalty: 2646.454102
	Iteration 11Q: 3 clusters Score -167629.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -167645.562500 Penalty: 2646.454102
	Iteration 12Q: 3 clusters Score -167645.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -167659.828125 Penalty: 2646.454102
	Iteration 13Q: 3 clusters Score -167659.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -167678.953125 Penalty: 2646.454102
	Iteration 14Q: 3 clusters Score -167679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -167695.562500 Penalty: 2646.454102
	Iteration 15Q: 3 clusters Score -167695.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -167705.750000 Penalty: 2646.454102
	Iteration 16Q: 3 clusters Score -167705.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -167711.937500 Penalty: 2646.454102
	Iteration 17Q: 3 clusters Score -167711.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -167716.984375 Penalty: 2646.454102
	Iteration 18Q: 3 clusters Score -167717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -167720.593750 Penalty: 2646.454102
	Iteration 19Q: 3 clusters Score -167720.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -167724.875000 Penalty: 2646.454102
	Iteration 20F: 3 clusters Score -167724.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -167727.968750 Penalty: 2646.454102
	Iteration 21Q: 3 clusters Score -167728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -167728.718750 Penalty: 2646.454102
	Iteration 22Q: 3 clusters Score -167728.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -167730.515625 Penalty: 2646.454102
	Iteration 23Q: 3 clusters Score -167730.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -167733.750000 Penalty: 2646.454102
	Iteration 24Q: 3 clusters Score -167733.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -167738.234375 Penalty: 2646.454102
	Iteration 25Q: 3 clusters Score -167738.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -167743.218750 Penalty: 2646.454102
	Iteration 26Q: 3 clusters Score -167743.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -167750.312500 Penalty: 2646.454102
	Iteration 27Q: 3 clusters Score -167750.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -167765.140625 Penalty: 2646.454102
	Iteration 28Q: 3 clusters Score -167765.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -167788.750000 Penalty: 2646.454102
	Iteration 29Q: 3 clusters Score -167788.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -167807.906250 Penalty: 2646.454102
	Iteration 30Q: 3 clusters Score -167807.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -167825.796875 Penalty: 2646.454102
	Iteration 31Q: 3 clusters Score -167825.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -167836.484375 Penalty: 2646.454102
	Iteration 32Q: 3 clusters Score -167836.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -167842.093750 Penalty: 2646.454102
	Iteration 33Q: 3 clusters Score -167842.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -167844.312500 Penalty: 2646.454102
	Iteration 34Q: 3 clusters Score -167844.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -167845.218750 Penalty: 2646.454102
	Iteration 35Q: 3 clusters Score -167845.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -167846.218750 Penalty: 2646.454102
	Iteration 36Q: 3 clusters Score -167846.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -167849.093750 Penalty: 2646.454102
	Iteration 37Q: 3 clusters Score -167849.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -167850.953125 Penalty: 2646.454102
	Iteration 38Q: 3 clusters Score -167851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -167853.234375 Penalty: 2646.454102
	Iteration 39Q: 3 clusters Score -167853.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -167856.031250 Penalty: 2646.454102
	Iteration 40F: 3 clusters Score -167856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -167859.484375 Penalty: 2646.454102
	Iteration 41Q: 3 clusters Score -167859.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -167860.703125 Penalty: 2646.454102
	Iteration 42Q: 3 clusters Score -167860.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -167862.281250 Penalty: 2646.454102
	Iteration 43Q: 3 clusters Score -167862.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -167864.156250 Penalty: 2646.454102
	Iteration 44Q: 3 clusters Score -167864.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -167866.921875 Penalty: 2646.454102
	Iteration 45Q: 3 clusters Score -167866.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -167869.593750 Penalty: 2646.454102
	Iteration 46Q: 3 clusters Score -167869.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -167873.437500 Penalty: 2646.454102
	Iteration 47Q: 3 clusters Score -167873.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -167876.578125 Penalty: 2646.454102
	Iteration 48Q: 3 clusters Score -167876.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -167877.625000 Penalty: 2646.454102
	Iteration 49Q: 3 clusters Score -167877.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -167879.140625 Penalty: 2646.454102
	Iteration 50Q: 3 clusters Score -167879.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -167883.687500 Penalty: 2646.454102
	Iteration 51Q: 3 clusters Score -167883.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -167885.968750 Penalty: 2646.454102
	Iteration 52Q: 3 clusters Score -167886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -167888.968750 Penalty: 2646.454102
	Iteration 53Q: 3 clusters Score -167889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -167892.109375 Penalty: 2646.454102
	Iteration 54Q: 3 clusters Score -167892.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -167896.343750 Penalty: 2646.454102
	Iteration 55Q: 3 clusters Score -167896.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -167899.765625 Penalty: 2646.454102
	Iteration 56Q: 3 clusters Score -167899.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -167905.140625 Penalty: 2646.454102
	Iteration 57Q: 3 clusters Score -167905.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -167908.109375 Penalty: 2646.454102
	Iteration 58Q: 3 clusters Score -167908.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -167911.406250 Penalty: 2646.454102
	Iteration 59Q: 3 clusters Score -167911.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -167915.265625 Penalty: 2646.454102
	Iteration 60F: 3 clusters Score -167915.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -167921.765625 Penalty: 2646.454102
	Iteration 61Q: 3 clusters Score -167921.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -167928.578125 Penalty: 2646.454102
	Iteration 62Q: 3 clusters Score -167928.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -167935.265625 Penalty: 2646.454102
	Iteration 63Q: 3 clusters Score -167935.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -167941.765625 Penalty: 2646.454102
	Iteration 64Q: 3 clusters Score -167941.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -167946.859375 Penalty: 2646.454102
	Iteration 65Q: 3 clusters Score -167946.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -167949.531250 Penalty: 2646.454102
	Iteration 66Q: 3 clusters Score -167949.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -167950.578125 Penalty: 2646.454102
	Iteration 67Q: 3 clusters Score -167950.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -167951.328125 Penalty: 2646.454102
	Iteration 68Q: 3 clusters Score -167951.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -167952.859375 Penalty: 2646.454102
	Iteration 69Q: 3 clusters Score -167952.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -167954.156250 Penalty: 2646.454102
	Iteration 70Q: 3 clusters Score -167954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -167957.187500 Penalty: 2646.454102
	Iteration 71Q: 3 clusters Score -167957.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -167957.187500 Penalty: 2646.454102
	Iteration 72F: 3 clusters Score -167957.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Entering Unmasked Estep 
Score: -252318.968750 Penalty: 1373.330933
	Iteration 0F: 2 clusters Score -252319 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 2386 members 
Entering Unmasked Estep 
Score: -248530.781250 Penalty: 2746.661865
	Iteration 0F: 3 clusters Score -248530.8 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -249521.234375 Penalty: 2746.661865
	Iteration 1F: 3 clusters Score -249521.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -249683.640625 Penalty: 2746.661865
	Iteration 2F: 3 clusters Score -249683.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -249786.109375 Penalty: 2746.661865
	Iteration 3Q: 3 clusters Score -249786.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -249886.140625 Penalty: 2746.661865
	Iteration 4Q: 3 clusters Score -249886.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -249972.984375 Penalty: 2746.661865
	Iteration 5Q: 3 clusters Score -249973 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -250033.671875 Penalty: 2746.661865
	Iteration 6Q: 3 clusters Score -250033.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -250086.531250 Penalty: 2746.661865
	Iteration 7Q: 3 clusters Score -250086.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -250140.250000 Penalty: 2746.661865
	Iteration 8Q: 3 clusters Score -250140.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -250188.187500 Penalty: 2746.661865
	Iteration 9Q: 3 clusters Score -250188.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -250237.046875 Penalty: 2746.661865
	Iteration 10Q: 3 clusters Score -250237 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -250287.984375 Penalty: 2746.661865
	Iteration 11Q: 3 clusters Score -250288 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -250344.171875 Penalty: 2746.661865
	Iteration 12Q: 3 clusters Score -250344.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -250397.078125 Penalty: 2746.661865
	Iteration 13Q: 3 clusters Score -250397.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -250442.375000 Penalty: 2746.661865
	Iteration 14Q: 3 clusters Score -250442.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -250496.437500 Penalty: 2746.661865
	Iteration 15Q: 3 clusters Score -250496.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -250559.562500 Penalty: 2746.661865
	Iteration 16Q: 3 clusters Score -250559.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -250620.453125 Penalty: 2746.661865
	Iteration 17Q: 3 clusters Score -250620.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -250678.781250 Penalty: 2746.661865
	Iteration 18Q: 3 clusters Score -250678.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -250755.000000 Penalty: 2746.661865
	Iteration 19Q: 3 clusters Score -250755 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -250818.468750 Penalty: 2746.661865
	Iteration 20F: 3 clusters Score -250818.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -250866.796875 Penalty: 2746.661865
	Iteration 21Q: 3 clusters Score -250866.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -250904.593750 Penalty: 2746.661865
	Iteration 22Q: 3 clusters Score -250904.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -250936.187500 Penalty: 2746.661865
	Iteration 23Q: 3 clusters Score -250936.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -250962.687500 Penalty: 2746.661865
	Iteration 24Q: 3 clusters Score -250962.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -250978.812500 Penalty: 2746.661865
	Iteration 25Q: 3 clusters Score -250978.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -250994.015625 Penalty: 2746.661865
	Iteration 26Q: 3 clusters Score -250994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -251002.593750 Penalty: 2746.661865
	Iteration 27Q: 3 clusters Score -251002.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -251005.687500 Penalty: 2746.661865
	Iteration 28Q: 3 clusters Score -251005.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -251013.859375 Penalty: 2746.661865
	Iteration 29Q: 3 clusters Score -251013.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -251027.109375 Penalty: 2746.661865
	Iteration 30Q: 3 clusters Score -251027.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -251036.968750 Penalty: 2746.661865
	Iteration 31Q: 3 clusters Score -251037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -251050.000000 Penalty: 2746.661865
	Iteration 32Q: 3 clusters Score -251050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -251059.406250 Penalty: 2746.661865
	Iteration 33Q: 3 clusters Score -251059.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -251064.656250 Penalty: 2746.661865
	Iteration 34Q: 3 clusters Score -251064.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -251072.125000 Penalty: 2746.661865
	Iteration 35Q: 3 clusters Score -251072.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -251076.312500 Penalty: 2746.661865
	Iteration 36Q: 3 clusters Score -251076.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -251080.531250 Penalty: 2746.661865
	Iteration 37Q: 3 clusters Score -251080.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -251083.968750 Penalty: 2746.661865
	Iteration 38Q: 3 clusters Score -251084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -251089.625000 Penalty: 2746.661865
	Iteration 39Q: 3 clusters Score -251089.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -251093.406250 Penalty: 2746.661865
	Iteration 40F: 3 clusters Score -251093.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -251097.671875 Penalty: 2746.661865
	Iteration 41Q: 3 clusters Score -251097.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -251102.828125 Penalty: 2746.661865
	Iteration 42Q: 3 clusters Score -251102.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -251108.453125 Penalty: 2746.661865
	Iteration 43Q: 3 clusters Score -251108.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -251111.531250 Penalty: 2746.661865
	Iteration 44Q: 3 clusters Score -251111.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -251115.625000 Penalty: 2746.661865
	Iteration 45Q: 3 clusters Score -251115.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -251115.968750 Penalty: 2746.661865
	Iteration 46Q: 3 clusters Score -251116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -251116.812500 Penalty: 2746.661865
	Iteration 47Q: 3 clusters Score -251116.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -251119.750000 Penalty: 2746.661865
	Iteration 48Q: 3 clusters Score -251119.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -251123.109375 Penalty: 2746.661865
	Iteration 49Q: 3 clusters Score -251123.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -251129.718750 Penalty: 2746.661865
	Iteration 50Q: 3 clusters Score -251129.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -251134.468750 Penalty: 2746.661865
	Iteration 51Q: 3 clusters Score -251134.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -251136.656250 Penalty: 2746.661865
	Iteration 52Q: 3 clusters Score -251136.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -251137.937500 Penalty: 2746.661865
	Iteration 53Q: 3 clusters Score -251137.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -251138.500000 Penalty: 2746.661865
	Iteration 54Q: 3 clusters Score -251138.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -251138.500000 Penalty: 2746.661865
	Iteration 55F: 3 clusters Score -251138.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Entering Unmasked Estep 
Score: -299318.125000 Penalty: 1434.368286
	Iteration 0F: 2 clusters Score -299318.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -294151.312500 Penalty: 2868.736572
	Iteration 0F: 3 clusters Score -294151.3 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -295638.656250 Penalty: 2868.736572
	Iteration 1F: 3 clusters Score -295638.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -295865.406250 Penalty: 2868.736572
	Iteration 2F: 3 clusters Score -295865.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -296046.156250 Penalty: 2868.736572
	Iteration 3F: 3 clusters Score -296046.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -296163.906250 Penalty: 2868.736572
	Iteration 4Q: 3 clusters Score -296163.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -296252.562500 Penalty: 2868.736572
	Iteration 5Q: 3 clusters Score -296252.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -296330.375000 Penalty: 2868.736572
	Iteration 6Q: 3 clusters Score -296330.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -296426.312500 Penalty: 2868.736572
	Iteration 7Q: 3 clusters Score -296426.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -296546.187500 Penalty: 2868.736572
	Iteration 8Q: 3 clusters Score -296546.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -296715.218750 Penalty: 2868.736572
	Iteration 9Q: 3 clusters Score -296715.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -296879.625000 Penalty: 2868.736572
	Iteration 10Q: 3 clusters Score -296879.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -297069.656250 Penalty: 2868.736572
	Iteration 11Q: 3 clusters Score -297069.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -297245.031250 Penalty: 2868.736572
	Iteration 12Q: 3 clusters Score -297245 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -297426.062500 Penalty: 2868.736572
	Iteration 13Q: 3 clusters Score -297426.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -297564.781250 Penalty: 2868.736572
	Iteration 14Q: 3 clusters Score -297564.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -297670.125000 Penalty: 2868.736572
	Iteration 15Q: 3 clusters Score -297670.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -297758.593750 Penalty: 2868.736572
	Iteration 16Q: 3 clusters Score -297758.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -297855.937500 Penalty: 2868.736572
	Iteration 17Q: 3 clusters Score -297855.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -297934.281250 Penalty: 2868.736572
	Iteration 18Q: 3 clusters Score -297934.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -297989.000000 Penalty: 2868.736572
	Iteration 19Q: 3 clusters Score -297989 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -298044.968750 Penalty: 2868.736572
	Iteration 20F: 3 clusters Score -298045 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -298086.062500 Penalty: 2868.736572
	Iteration 21Q: 3 clusters Score -298086.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -298112.937500 Penalty: 2868.736572
	Iteration 22Q: 3 clusters Score -298112.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -298132.906250 Penalty: 2868.736572
	Iteration 23Q: 3 clusters Score -298132.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -298147.687500 Penalty: 2868.736572
	Iteration 24Q: 3 clusters Score -298147.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -298158.843750 Penalty: 2868.736572
	Iteration 25Q: 3 clusters Score -298158.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -298166.531250 Penalty: 2868.736572
	Iteration 26Q: 3 clusters Score -298166.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -298179.625000 Penalty: 2868.736572
	Iteration 27Q: 3 clusters Score -298179.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -298191.187500 Penalty: 2868.736572
	Iteration 28Q: 3 clusters Score -298191.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -298202.781250 Penalty: 2868.736572
	Iteration 29Q: 3 clusters Score -298202.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -298212.375000 Penalty: 2868.736572
	Iteration 30Q: 3 clusters Score -298212.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -298215.125000 Penalty: 2868.736572
	Iteration 31Q: 3 clusters Score -298215.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -298220.625000 Penalty: 2868.736572
	Iteration 32Q: 3 clusters Score -298220.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -298223.281250 Penalty: 2868.736572
	Iteration 33Q: 3 clusters Score -298223.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -298224.187500 Penalty: 2868.736572
	Iteration 34Q: 3 clusters Score -298224.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -298224.187500 Penalty: 2868.736572
	Iteration 35F: 3 clusters Score -298224.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (78340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78340 members 
Entering Unmasked Estep 
Score: -4196872.500000 Penalty: 1831.182251
	Iteration 0F: 2 clusters Score -4196872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -4144522.500000 Penalty: 3662.364502
	Iteration 0F: 3 clusters Score -4144522 nChanged 37191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -4167145.500000 Penalty: 3662.364502
	Iteration 1F: 3 clusters Score -4167146 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -4169165.000000 Penalty: 3662.364502
	Iteration 2F: 3 clusters Score -4169165 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 49807 members 
Entering Unmasked Estep 
Score: -4172033.500000 Penalty: 3662.364502
	Iteration 3F: 3 clusters Score -4172034 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
Score: -4175637.000000 Penalty: 3662.364502
	Iteration 4F: 3 clusters Score -4175637 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 59261 members 
Entering Unmasked Estep 
Score: -4179777.000000 Penalty: 3662.364502
	Iteration 5F: 3 clusters Score -4179777 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 64197 members 
Entering Unmasked Estep 
Score: -4183880.500000 Penalty: 3662.364502
	Iteration 6F: 3 clusters Score -4183880 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 68663 members 
Entering Unmasked Estep 
Score: -4187710.250000 Penalty: 3662.364502
	Iteration 7F: 3 clusters Score -4187710 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 72286 members 
Entering Unmasked Estep 
Score: -4190842.750000 Penalty: 3662.364502
	Iteration 8Q: 3 clusters Score -4190843 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 74770 members 
Entering Unmasked Estep 
Score: -4192930.250000 Penalty: 3662.364502
	Iteration 9Q: 3 clusters Score -4192930 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 76271 members 
Entering Unmasked Estep 
Score: -4194055.250000 Penalty: 3662.364502
	Iteration 10Q: 3 clusters Score -4194055 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 77082 members 
Entering Unmasked Estep 
Score: -4194655.500000 Penalty: 3662.364502
	Iteration 11Q: 3 clusters Score -4194656 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 77481 members 
Entering Unmasked Estep 
Score: -4194934.500000 Penalty: 3662.364502
	Iteration 12Q: 3 clusters Score -4194934 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 77678 members 
Entering Unmasked Estep 
Score: -4195063.000000 Penalty: 3662.364502
	Iteration 13Q: 3 clusters Score -4195063 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 77792 members 
Entering Unmasked Estep 
Score: -4195148.000000 Penalty: 3662.364502
	Iteration 14Q: 3 clusters Score -4195148 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 77844 members 
Entering Unmasked Estep 
Score: -4195201.000000 Penalty: 3662.364502
	Iteration 15Q: 3 clusters Score -4195201 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 77887 members 
Entering Unmasked Estep 
Score: -4195248.500000 Penalty: 3662.364502
	Iteration 16Q: 3 clusters Score -4195248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 77904 members 
Entering Unmasked Estep 
Score: -4195266.500000 Penalty: 3662.364502
	Iteration 17Q: 3 clusters Score -4195266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 77912 members 
Entering Unmasked Estep 
Score: -4195272.500000 Penalty: 3662.364502
	Iteration 18Q: 3 clusters Score -4195272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 77921 members 
Entering Unmasked Estep 
Score: -4195283.500000 Penalty: 3662.364502
	Iteration 19Q: 3 clusters Score -4195284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 77927 members 
Entering Unmasked Estep 
Score: -4195290.500000 Penalty: 3662.364502
	Iteration 20F: 3 clusters Score -4195290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 77935 members 
Entering Unmasked Estep 
Score: -4195296.000000 Penalty: 3662.364502
	Iteration 21Q: 3 clusters Score -4195296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 77939 members 
Entering Unmasked Estep 
Score: -4195311.500000 Penalty: 3662.364502
	Iteration 22Q: 3 clusters Score -4195312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 77949 members 
Entering Unmasked Estep 
Score: -4195319.500000 Penalty: 3662.364502
	Iteration 23Q: 3 clusters Score -4195320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 77960 members 
Entering Unmasked Estep 
Score: -4195333.000000 Penalty: 3662.364502
	Iteration 24Q: 3 clusters Score -4195333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 77970 members 
Entering Unmasked Estep 
Score: -4195348.000000 Penalty: 3662.364502
	Iteration 25Q: 3 clusters Score -4195348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 77972 members 
Entering Unmasked Estep 
Score: -4195351.000000 Penalty: 3662.364502
	Iteration 26Q: 3 clusters Score -4195351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 77977 members 
Entering Unmasked Estep 
Score: -4195356.000000 Penalty: 3662.364502
	Iteration 27Q: 3 clusters Score -4195356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -4195354.000000 Penalty: 3662.364502
	Iteration 28Q: 3 clusters Score -4195354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 77983 members 
Entering Unmasked Estep 
Score: -4195357.000000 Penalty: 3662.364502
	Iteration 29Q: 3 clusters Score -4195357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 77985 members 
Entering Unmasked Estep 
Score: -4195351.500000 Penalty: 3662.364502
	Iteration 30Q: 3 clusters Score -4195352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 77985 members 
Entering Unmasked Estep 
Score: -4195351.500000 Penalty: 3662.364502
	Iteration 31F: 3 clusters Score -4195352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Entering Unmasked Estep 
Score: -162728.781250 Penalty: 1310.605713
	Iteration 0F: 2 clusters Score -162728.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -159923.500000 Penalty: 2621.211426
	Iteration 0F: 3 clusters Score -159923.5 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -160611.859375 Penalty: 2621.211426
	Iteration 1F: 3 clusters Score -160611.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -160757.671875 Penalty: 2621.211426
	Iteration 2F: 3 clusters Score -160757.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -160849.546875 Penalty: 2621.211426
	Iteration 3Q: 3 clusters Score -160849.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -160925.781250 Penalty: 2621.211426
	Iteration 4Q: 3 clusters Score -160925.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -160999.781250 Penalty: 2621.211426
	Iteration 5Q: 3 clusters Score -160999.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -161087.140625 Penalty: 2621.211426
	Iteration 6Q: 3 clusters Score -161087.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -161170.921875 Penalty: 2621.211426
	Iteration 7Q: 3 clusters Score -161170.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -161261.359375 Penalty: 2621.211426
	Iteration 8Q: 3 clusters Score -161261.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -161356.890625 Penalty: 2621.211426
	Iteration 9Q: 3 clusters Score -161356.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -161448.687500 Penalty: 2621.211426
	Iteration 10Q: 3 clusters Score -161448.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -161564.281250 Penalty: 2621.211426
	Iteration 11Q: 3 clusters Score -161564.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -161637.984375 Penalty: 2621.211426
	Iteration 12Q: 3 clusters Score -161638 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -161682.859375 Penalty: 2621.211426
	Iteration 13Q: 3 clusters Score -161682.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -161728.046875 Penalty: 2621.211426
	Iteration 14Q: 3 clusters Score -161728 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -161764.000000 Penalty: 2621.211426
	Iteration 15Q: 3 clusters Score -161764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -161793.687500 Penalty: 2621.211426
	Iteration 16Q: 3 clusters Score -161793.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -161807.296875 Penalty: 2621.211426
	Iteration 17Q: 3 clusters Score -161807.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -161814.234375 Penalty: 2621.211426
	Iteration 18Q: 3 clusters Score -161814.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -161821.031250 Penalty: 2621.211426
	Iteration 19Q: 3 clusters Score -161821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -161824.718750 Penalty: 2621.211426
	Iteration 20F: 3 clusters Score -161824.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -161827.859375 Penalty: 2621.211426
	Iteration 21Q: 3 clusters Score -161827.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -161830.609375 Penalty: 2621.211426
	Iteration 22Q: 3 clusters Score -161830.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -161832.453125 Penalty: 2621.211426
	Iteration 23Q: 3 clusters Score -161832.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -161832.453125 Penalty: 2621.211426
	Iteration 24F: 3 clusters Score -161832.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Entering Unmasked Estep 
Score: -409434.562500 Penalty: 1460.216187
	Iteration 0F: 2 clusters Score -409434.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -403549.968750 Penalty: 2920.432373
	Iteration 0F: 3 clusters Score -403550 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -405453.718750 Penalty: 2920.432373
	Iteration 1F: 3 clusters Score -405453.7 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -405818.750000 Penalty: 2920.432373
	Iteration 2F: 3 clusters Score -405818.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -406240.812500 Penalty: 2920.432373
	Iteration 3F: 3 clusters Score -406240.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -406714.468750 Penalty: 2920.432373
	Iteration 4F: 3 clusters Score -406714.5 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -407213.625000 Penalty: 2920.432373
	Iteration 5F: 3 clusters Score -407213.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -407656.156250 Penalty: 2920.432373
	Iteration 6F: 3 clusters Score -407656.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -407979.218750 Penalty: 2920.432373
	Iteration 7F: 3 clusters Score -407979.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -408169.750000 Penalty: 2920.432373
	Iteration 8Q: 3 clusters Score -408169.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -408286.437500 Penalty: 2920.432373
	Iteration 9Q: 3 clusters Score -408286.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -408366.156250 Penalty: 2920.432373
	Iteration 10Q: 3 clusters Score -408366.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -408416.281250 Penalty: 2920.432373
	Iteration 11Q: 3 clusters Score -408416.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -408446.750000 Penalty: 2920.432373
	Iteration 12Q: 3 clusters Score -408446.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -408468.062500 Penalty: 2920.432373
	Iteration 13Q: 3 clusters Score -408468.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -408484.156250 Penalty: 2920.432373
	Iteration 14Q: 3 clusters Score -408484.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -408497.062500 Penalty: 2920.432373
	Iteration 15Q: 3 clusters Score -408497.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -408506.843750 Penalty: 2920.432373
	Iteration 16Q: 3 clusters Score -408506.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -408516.687500 Penalty: 2920.432373
	Iteration 17Q: 3 clusters Score -408516.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -408523.531250 Penalty: 2920.432373
	Iteration 18Q: 3 clusters Score -408523.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -408529.093750 Penalty: 2920.432373
	Iteration 19Q: 3 clusters Score -408529.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -408534.062500 Penalty: 2920.432373
	Iteration 20F: 3 clusters Score -408534.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -408535.718750 Penalty: 2920.432373
	Iteration 21Q: 3 clusters Score -408535.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -408537.906250 Penalty: 2920.432373
	Iteration 22Q: 3 clusters Score -408537.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -408538.937500 Penalty: 2920.432373
	Iteration 23Q: 3 clusters Score -408538.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -408540.281250 Penalty: 2920.432373
	Iteration 24Q: 3 clusters Score -408540.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -408541.906250 Penalty: 2920.432373
	Iteration 25Q: 3 clusters Score -408541.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -408544.718750 Penalty: 2920.432373
	Iteration 26Q: 3 clusters Score -408544.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -408549.375000 Penalty: 2920.432373
	Iteration 27Q: 3 clusters Score -408549.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -408552.125000 Penalty: 2920.432373
	Iteration 28Q: 3 clusters Score -408552.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -408553.593750 Penalty: 2920.432373
	Iteration 29Q: 3 clusters Score -408553.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -408555.437500 Penalty: 2920.432373
	Iteration 30Q: 3 clusters Score -408555.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -408555.281250 Penalty: 2920.432373
	Iteration 31Q: 3 clusters Score -408555.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -408556.625000 Penalty: 2920.432373
	Iteration 32Q: 3 clusters Score -408556.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -408557.375000 Penalty: 2920.432373
	Iteration 33Q: 3 clusters Score -408557.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -408558.687500 Penalty: 2920.432373
	Iteration 34Q: 3 clusters Score -408558.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -408558.750000 Penalty: 2920.432373
	Iteration 35Q: 3 clusters Score -408558.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -408558.750000 Penalty: 2920.432373
	Iteration 36F: 3 clusters Score -408558.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -49991.183594 Penalty: 1133.352783
	Iteration 0F: 2 clusters Score -49991.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -48522.578125 Penalty: 2266.705566
	Iteration 0F: 3 clusters Score -48522.58 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -48772.191406 Penalty: 2266.705566
	Iteration 1F: 3 clusters Score -48772.19 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -48835.664062 Penalty: 2266.705566
	Iteration 2F: 3 clusters Score -48835.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -48865.710938 Penalty: 2266.705566
	Iteration 3Q: 3 clusters Score -48865.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -48882.800781 Penalty: 2266.705566
	Iteration 4Q: 3 clusters Score -48882.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -48892.683594 Penalty: 2266.705566
	Iteration 5Q: 3 clusters Score -48892.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -48904.132812 Penalty: 2266.705566
	Iteration 6Q: 3 clusters Score -48904.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -48910.878906 Penalty: 2266.705566
	Iteration 7Q: 3 clusters Score -48910.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -48918.238281 Penalty: 2266.705566
	Iteration 8Q: 3 clusters Score -48918.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -48924.332031 Penalty: 2266.705566
	Iteration 9Q: 3 clusters Score -48924.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -48926.765625 Penalty: 2266.705566
	Iteration 10Q: 3 clusters Score -48926.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -48929.066406 Penalty: 2266.705566
	Iteration 11Q: 3 clusters Score -48929.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -48930.613281 Penalty: 2266.705566
	Iteration 12Q: 3 clusters Score -48930.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -48932.753906 Penalty: 2266.705566
	Iteration 13Q: 3 clusters Score -48932.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -48933.847656 Penalty: 2266.705566
	Iteration 14Q: 3 clusters Score -48933.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -48934.710938 Penalty: 2266.705566
	Iteration 15Q: 3 clusters Score -48934.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -48934.710938 Penalty: 2266.705566
	Iteration 16F: 3 clusters Score -48934.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (108015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108015 members 
Entering Unmasked Estep 
Score: -5806463.000000 Penalty: 1883.379028
	Iteration 0F: 2 clusters Score -5806463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54120 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -5734343.500000 Penalty: 3766.758057
	Iteration 0F: 3 clusters Score -5734344 nChanged 51631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 52466 members 
Entering Unmasked Estep 
Score: -5764593.500000 Penalty: 3766.758057
	Iteration 1F: 3 clusters Score -5764594 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56317 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -5765722.000000 Penalty: 3766.758057
	Iteration 2Q: 3 clusters Score -5765722 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57274 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -5767136.500000 Penalty: 3766.758057
	Iteration 3Q: 3 clusters Score -5767136 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -5769012.500000 Penalty: 3766.758057
	Iteration 4Q: 3 clusters Score -5769012 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60171 members 
Mstep: Class 2 contains 47844 members 
Entering Unmasked Estep 
Score: -5771620.500000 Penalty: 3766.758057
	Iteration 5Q: 3 clusters Score -5771620 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62416 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -5774941.000000 Penalty: 3766.758057
	Iteration 6F: 3 clusters Score -5774941 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65239 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -5778807.000000 Penalty: 3766.758057
	Iteration 7F: 3 clusters Score -5778807 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68300 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -5782668.500000 Penalty: 3766.758057
	Iteration 8F: 3 clusters Score -5782668 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71224 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -5785777.500000 Penalty: 3766.758057
	Iteration 9Q: 3 clusters Score -5785778 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74015 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -5788323.000000 Penalty: 3766.758057
	Iteration 10Q: 3 clusters Score -5788323 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76492 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -5790188.500000 Penalty: 3766.758057
	Iteration 11Q: 3 clusters Score -5790188 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78647 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -5791535.000000 Penalty: 3766.758057
	Iteration 12Q: 3 clusters Score -5791535 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80509 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -5792497.000000 Penalty: 3766.758057
	Iteration 13Q: 3 clusters Score -5792497 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82262 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -5793306.000000 Penalty: 3766.758057
	Iteration 14Q: 3 clusters Score -5793306 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83969 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -5793965.500000 Penalty: 3766.758057
	Iteration 15Q: 3 clusters Score -5793966 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85717 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -5794724.000000 Penalty: 3766.758057
	Iteration 16Q: 3 clusters Score -5794724 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87423 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -5795378.000000 Penalty: 3766.758057
	Iteration 17Q: 3 clusters Score -5795378 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89181 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -5796092.500000 Penalty: 3766.758057
	Iteration 18Q: 3 clusters Score -5796092 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90872 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -5796770.500000 Penalty: 3766.758057
	Iteration 19Q: 3 clusters Score -5796770 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92550 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -5797526.500000 Penalty: 3766.758057
	Iteration 20F: 3 clusters Score -5797526 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94290 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -5798309.000000 Penalty: 3766.758057
	Iteration 21Q: 3 clusters Score -5798309 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95958 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -5799060.500000 Penalty: 3766.758057
	Iteration 22Q: 3 clusters Score -5799060 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97477 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -5799756.500000 Penalty: 3766.758057
	Iteration 23Q: 3 clusters Score -5799756 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98985 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -5800439.500000 Penalty: 3766.758057
	Iteration 24Q: 3 clusters Score -5800440 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100427 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -5801129.000000 Penalty: 3766.758057
	Iteration 25Q: 3 clusters Score -5801129 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101823 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -5801854.000000 Penalty: 3766.758057
	Iteration 26Q: 3 clusters Score -5801854 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103043 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -5802519.000000 Penalty: 3766.758057
	Iteration 27Q: 3 clusters Score -5802519 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104077 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -5803096.500000 Penalty: 3766.758057
	Iteration 28Q: 3 clusters Score -5803096 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104899 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -5803585.500000 Penalty: 3766.758057
	Iteration 29Q: 3 clusters Score -5803586 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105535 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -5803929.000000 Penalty: 3766.758057
	Iteration 30Q: 3 clusters Score -5803929 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105980 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5804172.500000 Penalty: 3766.758057
	Iteration 31Q: 3 clusters Score -5804172 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106322 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5804366.000000 Penalty: 3766.758057
	Iteration 32Q: 3 clusters Score -5804366 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106574 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5804502.500000 Penalty: 3766.758057
	Iteration 33Q: 3 clusters Score -5804502 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106744 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5804602.000000 Penalty: 3766.758057
	Iteration 34Q: 3 clusters Score -5804602 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106872 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5804671.000000 Penalty: 3766.758057
	Iteration 35Q: 3 clusters Score -5804671 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106974 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5804728.500000 Penalty: 3766.758057
	Iteration 36Q: 3 clusters Score -5804728 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107063 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5804773.500000 Penalty: 3766.758057
	Iteration 37Q: 3 clusters Score -5804774 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107130 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5804810.500000 Penalty: 3766.758057
	Iteration 38Q: 3 clusters Score -5804810 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107184 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5804835.000000 Penalty: 3766.758057
	Iteration 39Q: 3 clusters Score -5804835 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107215 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5804842.500000 Penalty: 3766.758057
	Iteration 40F: 3 clusters Score -5804842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107244 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5804864.500000 Penalty: 3766.758057
	Iteration 41Q: 3 clusters Score -5804864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107258 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5804874.500000 Penalty: 3766.758057
	Iteration 42Q: 3 clusters Score -5804874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107271 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5804885.000000 Penalty: 3766.758057
	Iteration 43Q: 3 clusters Score -5804885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107289 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5804895.500000 Penalty: 3766.758057
	Iteration 44Q: 3 clusters Score -5804896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107306 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5804910.000000 Penalty: 3766.758057
	Iteration 45Q: 3 clusters Score -5804910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107321 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5804914.000000 Penalty: 3766.758057
	Iteration 46Q: 3 clusters Score -5804914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107329 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5804920.000000 Penalty: 3766.758057
	Iteration 47Q: 3 clusters Score -5804920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107335 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5804923.000000 Penalty: 3766.758057
	Iteration 48Q: 3 clusters Score -5804923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107336 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5804931.500000 Penalty: 3766.758057
	Iteration 49Q: 3 clusters Score -5804932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107340 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5804928.500000 Penalty: 3766.758057
	Iteration 50Q: 3 clusters Score -5804928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107349 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5804929.500000 Penalty: 3766.758057
	Iteration 51Q: 3 clusters Score -5804930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107353 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5804934.500000 Penalty: 3766.758057
	Iteration 52Q: 3 clusters Score -5804934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107359 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5804932.500000 Penalty: 3766.758057
	Iteration 53Q: 3 clusters Score -5804932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107363 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5804938.500000 Penalty: 3766.758057
	Iteration 54Q: 3 clusters Score -5804938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107366 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5804941.500000 Penalty: 3766.758057
	Iteration 55Q: 3 clusters Score -5804942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107371 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5804942.000000 Penalty: 3766.758057
	Iteration 56Q: 3 clusters Score -5804942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107375 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5804946.000000 Penalty: 3766.758057
	Iteration 57Q: 3 clusters Score -5804946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107379 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5804940.000000 Penalty: 3766.758057
	Iteration 58Q: 3 clusters Score -5804940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107383 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5804949.500000 Penalty: 3766.758057
	Iteration 59Q: 3 clusters Score -5804950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107387 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5804956.500000 Penalty: 3766.758057
	Iteration 60F: 3 clusters Score -5804956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107389 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5804953.000000 Penalty: 3766.758057
	Iteration 61Q: 3 clusters Score -5804953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107389 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5804953.000000 Penalty: 3766.758057
	Iteration 62Q: 3 clusters Score -5804953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107389 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5804953.000000 Penalty: 3766.758057
	Iteration 63F: 3 clusters Score -5804953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Entering Unmasked Estep 
Score: -73068.218750 Penalty: 1232.855591
	Iteration 0F: 2 clusters Score -73068.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -71087.375000 Penalty: 2465.711182
	Iteration 0F: 3 clusters Score -71087.38 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -71642.773438 Penalty: 2465.711182
	Iteration 1F: 3 clusters Score -71642.77 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -71826.046875 Penalty: 2465.711182
	Iteration 2F: 3 clusters Score -71826.05 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -71964.875000 Penalty: 2465.711182
	Iteration 3F: 3 clusters Score -71964.88 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -72092.460938 Penalty: 2465.711182
	Iteration 4F: 3 clusters Score -72092.46 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -72180.882812 Penalty: 2465.711182
	Iteration 5Q: 3 clusters Score -72180.88 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -72274.851562 Penalty: 2465.711182
	Iteration 6Q: 3 clusters Score -72274.85 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -72363.960938 Penalty: 2465.711182
	Iteration 7Q: 3 clusters Score -72363.96 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -72427.234375 Penalty: 2465.711182
	Iteration 8Q: 3 clusters Score -72427.23 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -72474.617188 Penalty: 2465.711182
	Iteration 9Q: 3 clusters Score -72474.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -72499.695312 Penalty: 2465.711182
	Iteration 10Q: 3 clusters Score -72499.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -72519.562500 Penalty: 2465.711182
	Iteration 11Q: 3 clusters Score -72519.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -72528.304688 Penalty: 2465.711182
	Iteration 12Q: 3 clusters Score -72528.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -72531.554688 Penalty: 2465.711182
	Iteration 13Q: 3 clusters Score -72531.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -72533.445312 Penalty: 2465.711182
	Iteration 14Q: 3 clusters Score -72533.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -72537.476562 Penalty: 2465.711182
	Iteration 15Q: 3 clusters Score -72537.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -72537.835938 Penalty: 2465.711182
	Iteration 16Q: 3 clusters Score -72537.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -72538.000000 Penalty: 2465.711182
	Iteration 17Q: 3 clusters Score -72538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -72538.000000 Penalty: 2465.711182
	Iteration 18F: 3 clusters Score -72538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Entering Unmasked Estep 
Score: -351931.437500 Penalty: 1432.038696
	Iteration 0F: 2 clusters Score -351931.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -346878.781250 Penalty: 2864.077393
	Iteration 0F: 3 clusters Score -346878.8 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -348365.093750 Penalty: 2864.077393
	Iteration 1F: 3 clusters Score -348365.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -348545.875000 Penalty: 2864.077393
	Iteration 2F: 3 clusters Score -348545.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -348669.187500 Penalty: 2864.077393
	Iteration 3Q: 3 clusters Score -348669.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -348753.375000 Penalty: 2864.077393
	Iteration 4Q: 3 clusters Score -348753.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -348839.593750 Penalty: 2864.077393
	Iteration 5Q: 3 clusters Score -348839.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -348923.250000 Penalty: 2864.077393
	Iteration 6Q: 3 clusters Score -348923.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -349032.062500 Penalty: 2864.077393
	Iteration 7Q: 3 clusters Score -349032.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -349215.062500 Penalty: 2864.077393
	Iteration 8Q: 3 clusters Score -349215.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -349425.125000 Penalty: 2864.077393
	Iteration 9Q: 3 clusters Score -349425.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -349670.093750 Penalty: 2864.077393
	Iteration 10F: 3 clusters Score -349670.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -349919.187500 Penalty: 2864.077393
	Iteration 11F: 3 clusters Score -349919.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -350151.187500 Penalty: 2864.077393
	Iteration 12Q: 3 clusters Score -350151.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -350334.843750 Penalty: 2864.077393
	Iteration 13Q: 3 clusters Score -350334.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -350479.281250 Penalty: 2864.077393
	Iteration 14Q: 3 clusters Score -350479.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -350568.593750 Penalty: 2864.077393
	Iteration 15Q: 3 clusters Score -350568.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -350630.343750 Penalty: 2864.077393
	Iteration 16Q: 3 clusters Score -350630.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -350670.093750 Penalty: 2864.077393
	Iteration 17Q: 3 clusters Score -350670.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -350695.937500 Penalty: 2864.077393
	Iteration 18Q: 3 clusters Score -350695.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -350723.625000 Penalty: 2864.077393
	Iteration 19Q: 3 clusters Score -350723.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -350747.375000 Penalty: 2864.077393
	Iteration 20F: 3 clusters Score -350747.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -350762.875000 Penalty: 2864.077393
	Iteration 21Q: 3 clusters Score -350762.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -350775.281250 Penalty: 2864.077393
	Iteration 22Q: 3 clusters Score -350775.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -350784.468750 Penalty: 2864.077393
	Iteration 23Q: 3 clusters Score -350784.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -350790.687500 Penalty: 2864.077393
	Iteration 24Q: 3 clusters Score -350790.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -350795.031250 Penalty: 2864.077393
	Iteration 25Q: 3 clusters Score -350795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -350796.750000 Penalty: 2864.077393
	Iteration 26Q: 3 clusters Score -350796.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -350796.281250 Penalty: 2864.077393
	Iteration 27Q: 3 clusters Score -350796.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -350796.281250 Penalty: 2864.077393
	Iteration 28F: 3 clusters Score -350796.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (187690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187690 members 
Entering Unmasked Estep 
Score: -10172916.000000 Penalty: 1973.163818
	Iteration 0F: 2 clusters Score -1.017292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93831 members 
Mstep: Class 2 contains 93859 members 
Entering Unmasked Estep 
Score: -10046433.000000 Penalty: 3946.327637
	Iteration 0F: 3 clusters Score -1.004643e+07 nChanged 91083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93476 members 
Mstep: Class 2 contains 94214 members 
Entering Unmasked Estep 
Score: -10099613.000000 Penalty: 3946.327637
	Iteration 1F: 3 clusters Score -1.009961e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93281 members 
Mstep: Class 2 contains 94409 members 
Entering Unmasked Estep 
Score: -10100361.000000 Penalty: 3946.327637
	Iteration 2Q: 3 clusters Score -1.010036e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92973 members 
Mstep: Class 2 contains 94717 members 
Entering Unmasked Estep 
Score: -10101334.000000 Penalty: 3946.327637
	Iteration 3Q: 3 clusters Score -1.010133e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92472 members 
Mstep: Class 2 contains 95218 members 
Entering Unmasked Estep 
Score: -10102593.000000 Penalty: 3946.327637
	Iteration 4Q: 3 clusters Score -1.010259e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91764 members 
Mstep: Class 2 contains 95926 members 
Entering Unmasked Estep 
Score: -10104416.000000 Penalty: 3946.327637
	Iteration 5Q: 3 clusters Score -1.010442e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90887 members 
Mstep: Class 2 contains 96803 members 
Entering Unmasked Estep 
Score: -10107471.000000 Penalty: 3946.327637
	Iteration 6Q: 3 clusters Score -1.010747e+07 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90011 members 
Mstep: Class 2 contains 97679 members 
Entering Unmasked Estep 
Score: -10112191.000000 Penalty: 3946.327637
	Iteration 7Q: 3 clusters Score -1.011219e+07 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89466 members 
Mstep: Class 2 contains 98224 members 
Entering Unmasked Estep 
Score: -10119093.000000 Penalty: 3946.327637
	Iteration 8F: 3 clusters Score -1.011909e+07 nChanged 12239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89671 members 
Mstep: Class 2 contains 98019 members 
Entering Unmasked Estep 
Score: -10128268.000000 Penalty: 3946.327637
	Iteration 9F: 3 clusters Score -1.012827e+07 nChanged 12336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90687 members 
Mstep: Class 2 contains 97003 members 
Entering Unmasked Estep 
Score: -10137255.000000 Penalty: 3946.327637
	Iteration 10F: 3 clusters Score -1.013726e+07 nChanged 10173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91978 members 
Mstep: Class 2 contains 95712 members 
Entering Unmasked Estep 
Score: -10142482.000000 Penalty: 3946.327637
	Iteration 11F: 3 clusters Score -1.014248e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93291 members 
Mstep: Class 2 contains 94399 members 
Entering Unmasked Estep 
Score: -10144426.000000 Penalty: 3946.327637
	Iteration 12Q: 3 clusters Score -1.014443e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94546 members 
Mstep: Class 2 contains 93144 members 
Entering Unmasked Estep 
Score: -10145195.000000 Penalty: 3946.327637
	Iteration 13Q: 3 clusters Score -1.01452e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95869 members 
Mstep: Class 2 contains 91821 members 
Entering Unmasked Estep 
Score: -10145855.000000 Penalty: 3946.327637
	Iteration 14Q: 3 clusters Score -1.014586e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97281 members 
Mstep: Class 2 contains 90409 members 
Entering Unmasked Estep 
Score: -10146500.000000 Penalty: 3946.327637
	Iteration 15Q: 3 clusters Score -1.01465e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98707 members 
Mstep: Class 2 contains 88983 members 
Entering Unmasked Estep 
Score: -10147000.000000 Penalty: 3946.327637
	Iteration 16Q: 3 clusters Score -1.0147e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100112 members 
Mstep: Class 2 contains 87578 members 
Entering Unmasked Estep 
Score: -10147510.000000 Penalty: 3946.327637
	Iteration 17Q: 3 clusters Score -1.014751e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101546 members 
Mstep: Class 2 contains 86144 members 
Entering Unmasked Estep 
Score: -10147899.000000 Penalty: 3946.327637
	Iteration 18Q: 3 clusters Score -1.01479e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103045 members 
Mstep: Class 2 contains 84645 members 
Entering Unmasked Estep 
Score: -10148300.000000 Penalty: 3946.327637
	Iteration 19Q: 3 clusters Score -1.01483e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104603 members 
Mstep: Class 2 contains 83087 members 
Entering Unmasked Estep 
Score: -10148789.000000 Penalty: 3946.327637
	Iteration 20F: 3 clusters Score -1.014879e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106218 members 
Mstep: Class 2 contains 81472 members 
Entering Unmasked Estep 
Score: -10149282.000000 Penalty: 3946.327637
	Iteration 21Q: 3 clusters Score -1.014928e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107898 members 
Mstep: Class 2 contains 79792 members 
Entering Unmasked Estep 
Score: -10149713.000000 Penalty: 3946.327637
	Iteration 22Q: 3 clusters Score -1.014971e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109521 members 
Mstep: Class 2 contains 78169 members 
Entering Unmasked Estep 
Score: -10150169.000000 Penalty: 3946.327637
	Iteration 23Q: 3 clusters Score -1.015017e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111197 members 
Mstep: Class 2 contains 76493 members 
Entering Unmasked Estep 
Score: -10150635.000000 Penalty: 3946.327637
	Iteration 24Q: 3 clusters Score -1.015064e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112968 members 
Mstep: Class 2 contains 74722 members 
Entering Unmasked Estep 
Score: -10151038.000000 Penalty: 3946.327637
	Iteration 25Q: 3 clusters Score -1.015104e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114755 members 
Mstep: Class 2 contains 72935 members 
Entering Unmasked Estep 
Score: -10151469.000000 Penalty: 3946.327637
	Iteration 26Q: 3 clusters Score -1.015147e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116576 members 
Mstep: Class 2 contains 71114 members 
Entering Unmasked Estep 
Score: -10151802.000000 Penalty: 3946.327637
	Iteration 27Q: 3 clusters Score -1.01518e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118448 members 
Mstep: Class 2 contains 69242 members 
Entering Unmasked Estep 
Score: -10152131.000000 Penalty: 3946.327637
	Iteration 28Q: 3 clusters Score -1.015213e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120357 members 
Mstep: Class 2 contains 67333 members 
Entering Unmasked Estep 
Score: -10152570.000000 Penalty: 3946.327637
	Iteration 29Q: 3 clusters Score -1.015257e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122247 members 
Mstep: Class 2 contains 65443 members 
Entering Unmasked Estep 
Score: -10152925.000000 Penalty: 3946.327637
	Iteration 30Q: 3 clusters Score -1.015292e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124180 members 
Mstep: Class 2 contains 63510 members 
Entering Unmasked Estep 
Score: -10153238.000000 Penalty: 3946.327637
	Iteration 31Q: 3 clusters Score -1.015324e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126205 members 
Mstep: Class 2 contains 61485 members 
Entering Unmasked Estep 
Score: -10153605.000000 Penalty: 3946.327637
	Iteration 32Q: 3 clusters Score -1.01536e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128243 members 
Mstep: Class 2 contains 59447 members 
Entering Unmasked Estep 
Score: -10154020.000000 Penalty: 3946.327637
	Iteration 33Q: 3 clusters Score -1.015402e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130306 members 
Mstep: Class 2 contains 57384 members 
Entering Unmasked Estep 
Score: -10154461.000000 Penalty: 3946.327637
	Iteration 34Q: 3 clusters Score -1.015446e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132477 members 
Mstep: Class 2 contains 55213 members 
Entering Unmasked Estep 
Score: -10155017.000000 Penalty: 3946.327637
	Iteration 35Q: 3 clusters Score -1.015502e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134725 members 
Mstep: Class 2 contains 52965 members 
Entering Unmasked Estep 
Score: -10155611.000000 Penalty: 3946.327637
	Iteration 36Q: 3 clusters Score -1.015561e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136979 members 
Mstep: Class 2 contains 50711 members 
Entering Unmasked Estep 
Score: -10156228.000000 Penalty: 3946.327637
	Iteration 37Q: 3 clusters Score -1.015623e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139274 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -10156944.000000 Penalty: 3946.327637
	Iteration 38Q: 3 clusters Score -1.015694e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141663 members 
Mstep: Class 2 contains 46027 members 
Entering Unmasked Estep 
Score: -10157814.000000 Penalty: 3946.327637
	Iteration 39Q: 3 clusters Score -1.015781e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144108 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -10158584.000000 Penalty: 3946.327637
	Iteration 40F: 3 clusters Score -1.015858e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146630 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -10159466.000000 Penalty: 3946.327637
	Iteration 41Q: 3 clusters Score -1.015947e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149187 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -10160467.000000 Penalty: 3946.327637
	Iteration 42Q: 3 clusters Score -1.016047e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151713 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -10161569.000000 Penalty: 3946.327637
	Iteration 43Q: 3 clusters Score -1.016157e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154231 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -10162750.000000 Penalty: 3946.327637
	Iteration 44Q: 3 clusters Score -1.016275e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156615 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -10164062.000000 Penalty: 3946.327637
	Iteration 45Q: 3 clusters Score -1.016406e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158903 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -10165316.000000 Penalty: 3946.327637
	Iteration 46Q: 3 clusters Score -1.016532e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161003 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -10166374.000000 Penalty: 3946.327637
	Iteration 47Q: 3 clusters Score -1.016637e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162892 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -10167451.000000 Penalty: 3946.327637
	Iteration 48Q: 3 clusters Score -1.016745e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164510 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -10168321.000000 Penalty: 3946.327637
	Iteration 49Q: 3 clusters Score -1.016832e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165859 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -10168859.000000 Penalty: 3946.327637
	Iteration 50Q: 3 clusters Score -1.016886e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167035 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -10169291.000000 Penalty: 3946.327637
	Iteration 51Q: 3 clusters Score -1.016929e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168039 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -10169530.000000 Penalty: 3946.327637
	Iteration 52Q: 3 clusters Score -1.016953e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168894 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -10169735.000000 Penalty: 3946.327637
	Iteration 53Q: 3 clusters Score -1.016974e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169625 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -10169878.000000 Penalty: 3946.327637
	Iteration 54Q: 3 clusters Score -1.016988e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170257 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -10169986.000000 Penalty: 3946.327637
	Iteration 55Q: 3 clusters Score -1.016999e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170802 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -10170061.000000 Penalty: 3946.327637
	Iteration 56Q: 3 clusters Score -1.017006e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171308 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -10170137.000000 Penalty: 3946.327637
	Iteration 57Q: 3 clusters Score -1.017014e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171770 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -10170214.000000 Penalty: 3946.327637
	Iteration 58Q: 3 clusters Score -1.017021e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172193 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -10170265.000000 Penalty: 3946.327637
	Iteration 59Q: 3 clusters Score -1.017026e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172583 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -10170295.000000 Penalty: 3946.327637
	Iteration 60F: 3 clusters Score -1.01703e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172964 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -10170348.000000 Penalty: 3946.327637
	Iteration 61Q: 3 clusters Score -1.017035e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173306 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -10170390.000000 Penalty: 3946.327637
	Iteration 62Q: 3 clusters Score -1.017039e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173649 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -10170427.000000 Penalty: 3946.327637
	Iteration 63Q: 3 clusters Score -1.017043e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173913 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -10170416.000000 Penalty: 3946.327637
	Iteration 64Q: 3 clusters Score -1.017042e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174156 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -10170403.000000 Penalty: 3946.327637
	Iteration 65Q: 3 clusters Score -1.01704e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174390 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -10170380.000000 Penalty: 3946.327637
	Iteration 66Q: 3 clusters Score -1.017038e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174595 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -10170388.000000 Penalty: 3946.327637
	Iteration 67Q: 3 clusters Score -1.017039e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174796 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -10170404.000000 Penalty: 3946.327637
	Iteration 68Q: 3 clusters Score -1.01704e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174990 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -10170406.000000 Penalty: 3946.327637
	Iteration 69Q: 3 clusters Score -1.017041e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175173 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -10170414.000000 Penalty: 3946.327637
	Iteration 70Q: 3 clusters Score -1.017041e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175344 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -10170425.000000 Penalty: 3946.327637
	Iteration 71Q: 3 clusters Score -1.017042e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175514 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -10170421.000000 Penalty: 3946.327637
	Iteration 72Q: 3 clusters Score -1.017042e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175687 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -10170448.000000 Penalty: 3946.327637
	Iteration 73Q: 3 clusters Score -1.017045e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175847 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -10170444.000000 Penalty: 3946.327637
	Iteration 74Q: 3 clusters Score -1.017044e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176010 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -10170476.000000 Penalty: 3946.327637
	Iteration 75Q: 3 clusters Score -1.017048e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176166 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -10170492.000000 Penalty: 3946.327637
	Iteration 76Q: 3 clusters Score -1.017049e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176328 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -10170525.000000 Penalty: 3946.327637
	Iteration 77Q: 3 clusters Score -1.017052e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176486 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -10170582.000000 Penalty: 3946.327637
	Iteration 78Q: 3 clusters Score -1.017058e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176646 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -10170612.000000 Penalty: 3946.327637
	Iteration 79Q: 3 clusters Score -1.017061e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176800 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -10170622.000000 Penalty: 3946.327637
	Iteration 80F: 3 clusters Score -1.017062e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176951 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -10170642.000000 Penalty: 3946.327637
	Iteration 81Q: 3 clusters Score -1.017064e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177091 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -10170653.000000 Penalty: 3946.327637
	Iteration 82Q: 3 clusters Score -1.017065e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177226 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -10170623.000000 Penalty: 3946.327637
	Iteration 83Q: 3 clusters Score -1.017062e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177358 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -10170649.000000 Penalty: 3946.327637
	Iteration 84Q: 3 clusters Score -1.017065e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177479 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -10170663.000000 Penalty: 3946.327637
	Iteration 85Q: 3 clusters Score -1.017066e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177588 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -10170671.000000 Penalty: 3946.327637
	Iteration 86Q: 3 clusters Score -1.017067e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177702 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -10170686.000000 Penalty: 3946.327637
	Iteration 87Q: 3 clusters Score -1.017069e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177808 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -10170701.000000 Penalty: 3946.327637
	Iteration 88Q: 3 clusters Score -1.01707e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177914 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -10170723.000000 Penalty: 3946.327637
	Iteration 89Q: 3 clusters Score -1.017072e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178024 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -10170729.000000 Penalty: 3946.327637
	Iteration 90Q: 3 clusters Score -1.017073e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178142 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -10170725.000000 Penalty: 3946.327637
	Iteration 91Q: 3 clusters Score -1.017072e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178258 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -10170711.000000 Penalty: 3946.327637
	Iteration 92Q: 3 clusters Score -1.017071e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178389 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -10170718.000000 Penalty: 3946.327637
	Iteration 93Q: 3 clusters Score -1.017072e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178526 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -10170744.000000 Penalty: 3946.327637
	Iteration 94Q: 3 clusters Score -1.017074e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178670 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -10170764.000000 Penalty: 3946.327637
	Iteration 95Q: 3 clusters Score -1.017076e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178808 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -10170781.000000 Penalty: 3946.327637
	Iteration 96Q: 3 clusters Score -1.017078e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178966 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -10170804.000000 Penalty: 3946.327637
	Iteration 97Q: 3 clusters Score -1.01708e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179129 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -10170825.000000 Penalty: 3946.327637
	Iteration 98Q: 3 clusters Score -1.017082e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179290 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -10170806.000000 Penalty: 3946.327637
	Iteration 99Q: 3 clusters Score -1.017081e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179423 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -10170831.000000 Penalty: 3946.327637
	Iteration 100F: 3 clusters Score -1.017083e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179548 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -10170854.000000 Penalty: 3946.327637
	Iteration 101Q: 3 clusters Score -1.017085e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179674 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -10170868.000000 Penalty: 3946.327637
	Iteration 102Q: 3 clusters Score -1.017087e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179806 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -10170899.000000 Penalty: 3946.327637
	Iteration 103Q: 3 clusters Score -1.01709e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179930 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -10170909.000000 Penalty: 3946.327637
	Iteration 104Q: 3 clusters Score -1.017091e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180048 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -10170917.000000 Penalty: 3946.327637
	Iteration 105Q: 3 clusters Score -1.017092e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180169 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -10170933.000000 Penalty: 3946.327637
	Iteration 106Q: 3 clusters Score -1.017093e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180289 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -10170956.000000 Penalty: 3946.327637
	Iteration 107Q: 3 clusters Score -1.017096e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180413 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -10170943.000000 Penalty: 3946.327637
	Iteration 108Q: 3 clusters Score -1.017094e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180521 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -10170932.000000 Penalty: 3946.327637
	Iteration 109Q: 3 clusters Score -1.017093e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180628 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -10170940.000000 Penalty: 3946.327637
	Iteration 110Q: 3 clusters Score -1.017094e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180704 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -10170929.000000 Penalty: 3946.327637
	Iteration 111Q: 3 clusters Score -1.017093e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180777 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -10170946.000000 Penalty: 3946.327637
	Iteration 112Q: 3 clusters Score -1.017095e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180824 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -10170946.000000 Penalty: 3946.327637
	Iteration 113Q: 3 clusters Score -1.017095e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180872 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -10170960.000000 Penalty: 3946.327637
	Iteration 114Q: 3 clusters Score -1.017096e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180920 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -10170956.000000 Penalty: 3946.327637
	Iteration 115Q: 3 clusters Score -1.017096e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180961 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -10170952.000000 Penalty: 3946.327637
	Iteration 116Q: 3 clusters Score -1.017095e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181003 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -10170943.000000 Penalty: 3946.327637
	Iteration 117Q: 3 clusters Score -1.017094e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181062 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -10170960.000000 Penalty: 3946.327637
	Iteration 118Q: 3 clusters Score -1.017096e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181119 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -10170966.000000 Penalty: 3946.327637
	Iteration 119Q: 3 clusters Score -1.017097e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181174 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -10170982.000000 Penalty: 3946.327637
	Iteration 120F: 3 clusters Score -1.017098e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181235 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -10170987.000000 Penalty: 3946.327637
	Iteration 121Q: 3 clusters Score -1.017099e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181298 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -10170991.000000 Penalty: 3946.327637
	Iteration 122Q: 3 clusters Score -1.017099e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181349 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -10170985.000000 Penalty: 3946.327637
	Iteration 123Q: 3 clusters Score -1.017098e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181397 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -10170971.000000 Penalty: 3946.327637
	Iteration 124Q: 3 clusters Score -1.017097e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181441 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -10170970.000000 Penalty: 3946.327637
	Iteration 125Q: 3 clusters Score -1.017097e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181480 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -10170988.000000 Penalty: 3946.327637
	Iteration 126Q: 3 clusters Score -1.017099e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181516 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -10170983.000000 Penalty: 3946.327637
	Iteration 127Q: 3 clusters Score -1.017098e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181559 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -10170993.000000 Penalty: 3946.327637
	Iteration 128Q: 3 clusters Score -1.017099e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181601 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -10170991.000000 Penalty: 3946.327637
	Iteration 129Q: 3 clusters Score -1.017099e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181642 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -10171001.000000 Penalty: 3946.327637
	Iteration 130Q: 3 clusters Score -1.0171e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181686 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -10171027.000000 Penalty: 3946.327637
	Iteration 131Q: 3 clusters Score -1.017103e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181725 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -10171023.000000 Penalty: 3946.327637
	Iteration 132Q: 3 clusters Score -1.017102e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181762 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -10171039.000000 Penalty: 3946.327637
	Iteration 133Q: 3 clusters Score -1.017104e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181815 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -10171049.000000 Penalty: 3946.327637
	Iteration 134Q: 3 clusters Score -1.017105e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181857 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -10171041.000000 Penalty: 3946.327637
	Iteration 135Q: 3 clusters Score -1.017104e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181895 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -10171060.000000 Penalty: 3946.327637
	Iteration 136Q: 3 clusters Score -1.017106e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181927 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -10171053.000000 Penalty: 3946.327637
	Iteration 137Q: 3 clusters Score -1.017105e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181970 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -10171065.000000 Penalty: 3946.327637
	Iteration 138Q: 3 clusters Score -1.017106e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182003 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -10171076.000000 Penalty: 3946.327637
	Iteration 139Q: 3 clusters Score -1.017108e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182038 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -10171076.000000 Penalty: 3946.327637
	Iteration 140F: 3 clusters Score -1.017108e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182080 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -10171071.000000 Penalty: 3946.327637
	Iteration 141Q: 3 clusters Score -1.017107e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182130 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -10171075.000000 Penalty: 3946.327637
	Iteration 142Q: 3 clusters Score -1.017108e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182180 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -10171074.000000 Penalty: 3946.327637
	Iteration 143Q: 3 clusters Score -1.017107e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182228 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -10171074.000000 Penalty: 3946.327637
	Iteration 144Q: 3 clusters Score -1.017107e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182266 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -10171065.000000 Penalty: 3946.327637
	Iteration 145Q: 3 clusters Score -1.017106e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182299 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -10171064.000000 Penalty: 3946.327637
	Iteration 146Q: 3 clusters Score -1.017106e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182339 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -10171070.000000 Penalty: 3946.327637
	Iteration 147Q: 3 clusters Score -1.017107e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182376 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -10171063.000000 Penalty: 3946.327637
	Iteration 148Q: 3 clusters Score -1.017106e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182405 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -10171059.000000 Penalty: 3946.327637
	Iteration 149Q: 3 clusters Score -1.017106e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182440 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -10171078.000000 Penalty: 3946.327637
	Iteration 150Q: 3 clusters Score -1.017108e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182477 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -10171075.000000 Penalty: 3946.327637
	Iteration 151Q: 3 clusters Score -1.017108e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182514 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -10171093.000000 Penalty: 3946.327637
	Iteration 152Q: 3 clusters Score -1.017109e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182550 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -10171088.000000 Penalty: 3946.327637
	Iteration 153Q: 3 clusters Score -1.017109e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182587 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -10171101.000000 Penalty: 3946.327637
	Iteration 154Q: 3 clusters Score -1.01711e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182613 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -10171107.000000 Penalty: 3946.327637
	Iteration 155Q: 3 clusters Score -1.017111e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182646 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -10171112.000000 Penalty: 3946.327637
	Iteration 156Q: 3 clusters Score -1.017111e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182682 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -10171115.000000 Penalty: 3946.327637
	Iteration 157Q: 3 clusters Score -1.017112e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182717 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -10171128.000000 Penalty: 3946.327637
	Iteration 158Q: 3 clusters Score -1.017113e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182745 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -10171131.000000 Penalty: 3946.327637
	Iteration 159Q: 3 clusters Score -1.017113e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182781 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -10171120.000000 Penalty: 3946.327637
	Iteration 160F: 3 clusters Score -1.017112e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182817 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -10171121.000000 Penalty: 3946.327637
	Iteration 161Q: 3 clusters Score -1.017112e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182862 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -10171126.000000 Penalty: 3946.327637
	Iteration 162Q: 3 clusters Score -1.017113e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182906 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -10171153.000000 Penalty: 3946.327637
	Iteration 163Q: 3 clusters Score -1.017115e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182953 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -10171160.000000 Penalty: 3946.327637
	Iteration 164Q: 3 clusters Score -1.017116e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183004 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -10171156.000000 Penalty: 3946.327637
	Iteration 165Q: 3 clusters Score -1.017116e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183058 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -10171164.000000 Penalty: 3946.327637
	Iteration 166Q: 3 clusters Score -1.017116e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183106 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -10171163.000000 Penalty: 3946.327637
	Iteration 167Q: 3 clusters Score -1.017116e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183163 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -10171170.000000 Penalty: 3946.327637
	Iteration 168Q: 3 clusters Score -1.017117e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183220 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -10171171.000000 Penalty: 3946.327637
	Iteration 169Q: 3 clusters Score -1.017117e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183266 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -10171171.000000 Penalty: 3946.327637
	Iteration 170Q: 3 clusters Score -1.017117e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183312 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -10171159.000000 Penalty: 3946.327637
	Iteration 171Q: 3 clusters Score -1.017116e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183350 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -10171167.000000 Penalty: 3946.327637
	Iteration 172Q: 3 clusters Score -1.017117e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183377 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -10171176.000000 Penalty: 3946.327637
	Iteration 173Q: 3 clusters Score -1.017118e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183411 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -10171172.000000 Penalty: 3946.327637
	Iteration 174Q: 3 clusters Score -1.017117e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183437 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -10171174.000000 Penalty: 3946.327637
	Iteration 175Q: 3 clusters Score -1.017117e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183466 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -10171191.000000 Penalty: 3946.327637
	Iteration 176Q: 3 clusters Score -1.017119e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183489 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -10171177.000000 Penalty: 3946.327637
	Iteration 177Q: 3 clusters Score -1.017118e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183507 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -10171171.000000 Penalty: 3946.327637
	Iteration 178Q: 3 clusters Score -1.017117e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183530 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -10171187.000000 Penalty: 3946.327637
	Iteration 179Q: 3 clusters Score -1.017119e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183550 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -10171190.000000 Penalty: 3946.327637
	Iteration 180F: 3 clusters Score -1.017119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183565 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -10171205.000000 Penalty: 3946.327637
	Iteration 181Q: 3 clusters Score -1.01712e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183576 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -10171210.000000 Penalty: 3946.327637
	Iteration 182Q: 3 clusters Score -1.017121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183584 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -10171211.000000 Penalty: 3946.327637
	Iteration 183Q: 3 clusters Score -1.017121e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183598 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -10171206.000000 Penalty: 3946.327637
	Iteration 184Q: 3 clusters Score -1.017121e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183611 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -10171218.000000 Penalty: 3946.327637
	Iteration 185Q: 3 clusters Score -1.017122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183626 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -10171218.000000 Penalty: 3946.327637
	Iteration 186Q: 3 clusters Score -1.017122e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183643 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -10171205.000000 Penalty: 3946.327637
	Iteration 187Q: 3 clusters Score -1.01712e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183659 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -10171216.000000 Penalty: 3946.327637
	Iteration 188Q: 3 clusters Score -1.017122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183674 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -10171210.000000 Penalty: 3946.327637
	Iteration 189Q: 3 clusters Score -1.017121e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183689 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -10171212.000000 Penalty: 3946.327637
	Iteration 190Q: 3 clusters Score -1.017121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183699 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -10171198.000000 Penalty: 3946.327637
	Iteration 191Q: 3 clusters Score -1.01712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183711 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -10171214.000000 Penalty: 3946.327637
	Iteration 192Q: 3 clusters Score -1.017121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183717 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -10171215.000000 Penalty: 3946.327637
	Iteration 193Q: 3 clusters Score -1.017122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183726 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -10171217.000000 Penalty: 3946.327637
	Iteration 194Q: 3 clusters Score -1.017122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183736 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -10171219.000000 Penalty: 3946.327637
	Iteration 195Q: 3 clusters Score -1.017122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183751 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -10171215.000000 Penalty: 3946.327637
	Iteration 196Q: 3 clusters Score -1.017122e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183763 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -10171213.000000 Penalty: 3946.327637
	Iteration 197Q: 3 clusters Score -1.017121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183772 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -10171214.000000 Penalty: 3946.327637
	Iteration 198Q: 3 clusters Score -1.017121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183777 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -10171214.000000 Penalty: 3946.327637
	Iteration 199Q: 3 clusters Score -1.017121e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183788 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -10171217.000000 Penalty: 3946.327637
	Iteration 200F: 3 clusters Score -1.017122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183795 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -10171214.000000 Penalty: 3946.327637
	Iteration 201Q: 3 clusters Score -1.017121e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183804 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -10171205.000000 Penalty: 3946.327637
	Iteration 202Q: 3 clusters Score -1.01712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183809 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -10171210.000000 Penalty: 3946.327637
	Iteration 203Q: 3 clusters Score -1.017121e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183818 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -10171211.000000 Penalty: 3946.327637
	Iteration 204Q: 3 clusters Score -1.017121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183828 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -10171206.000000 Penalty: 3946.327637
	Iteration 205Q: 3 clusters Score -1.017121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183832 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -10171210.000000 Penalty: 3946.327637
	Iteration 206Q: 3 clusters Score -1.017121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183837 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -10171213.000000 Penalty: 3946.327637
	Iteration 207Q: 3 clusters Score -1.017121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183846 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -10171207.000000 Penalty: 3946.327637
	Iteration 208Q: 3 clusters Score -1.017121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183854 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -10171214.000000 Penalty: 3946.327637
	Iteration 209Q: 3 clusters Score -1.017121e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183867 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -10171202.000000 Penalty: 3946.327637
	Iteration 210Q: 3 clusters Score -1.01712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183876 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -10171186.000000 Penalty: 3946.327637
	Iteration 211Q: 3 clusters Score -1.017119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183882 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -10171197.000000 Penalty: 3946.327637
	Iteration 212Q: 3 clusters Score -1.01712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183886 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -10171198.000000 Penalty: 3946.327637
	Iteration 213Q: 3 clusters Score -1.01712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183890 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -10171206.000000 Penalty: 3946.327637
	Iteration 214Q: 3 clusters Score -1.017121e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183901 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -10171198.000000 Penalty: 3946.327637
	Iteration 215Q: 3 clusters Score -1.01712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183911 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -10171194.000000 Penalty: 3946.327637
	Iteration 216Q: 3 clusters Score -1.017119e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183921 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -10171210.000000 Penalty: 3946.327637
	Iteration 217Q: 3 clusters Score -1.017121e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183935 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -10171207.000000 Penalty: 3946.327637
	Iteration 218Q: 3 clusters Score -1.017121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183947 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -10171210.000000 Penalty: 3946.327637
	Iteration 219Q: 3 clusters Score -1.017121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183956 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -10171224.000000 Penalty: 3946.327637
	Iteration 220F: 3 clusters Score -1.017122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183963 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -10171218.000000 Penalty: 3946.327637
	Iteration 221Q: 3 clusters Score -1.017122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183972 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -10171213.000000 Penalty: 3946.327637
	Iteration 222Q: 3 clusters Score -1.017121e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183987 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -10171211.000000 Penalty: 3946.327637
	Iteration 223Q: 3 clusters Score -1.017121e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184004 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -10171234.000000 Penalty: 3946.327637
	Iteration 224Q: 3 clusters Score -1.017123e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184017 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -10171236.000000 Penalty: 3946.327637
	Iteration 225Q: 3 clusters Score -1.017124e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184036 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -10171241.000000 Penalty: 3946.327637
	Iteration 226Q: 3 clusters Score -1.017124e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184052 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -10171251.000000 Penalty: 3946.327637
	Iteration 227Q: 3 clusters Score -1.017125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184069 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -10171249.000000 Penalty: 3946.327637
	Iteration 228Q: 3 clusters Score -1.017125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184080 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -10171245.000000 Penalty: 3946.327637
	Iteration 229Q: 3 clusters Score -1.017124e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184094 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -10171236.000000 Penalty: 3946.327637
	Iteration 230Q: 3 clusters Score -1.017124e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184103 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -10171242.000000 Penalty: 3946.327637
	Iteration 231Q: 3 clusters Score -1.017124e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184115 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -10171236.000000 Penalty: 3946.327637
	Iteration 232Q: 3 clusters Score -1.017124e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184129 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -10171238.000000 Penalty: 3946.327637
	Iteration 233Q: 3 clusters Score -1.017124e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184144 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -10171240.000000 Penalty: 3946.327637
	Iteration 234Q: 3 clusters Score -1.017124e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184158 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -10171247.000000 Penalty: 3946.327637
	Iteration 235Q: 3 clusters Score -1.017125e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184172 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -10171254.000000 Penalty: 3946.327637
	Iteration 236Q: 3 clusters Score -1.017125e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184185 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -10171254.000000 Penalty: 3946.327637
	Iteration 237Q: 3 clusters Score -1.017125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184192 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -10171243.000000 Penalty: 3946.327637
	Iteration 238Q: 3 clusters Score -1.017124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184195 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -10171243.000000 Penalty: 3946.327637
	Iteration 239Q: 3 clusters Score -1.017124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184196 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -10171237.000000 Penalty: 3946.327637
	Iteration 240F: 3 clusters Score -1.017124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184198 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -10171238.000000 Penalty: 3946.327637
	Iteration 241Q: 3 clusters Score -1.017124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184202 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -10171229.000000 Penalty: 3946.327637
	Iteration 242Q: 3 clusters Score -1.017123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184207 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -10171231.000000 Penalty: 3946.327637
	Iteration 243Q: 3 clusters Score -1.017123e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184219 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -10171230.000000 Penalty: 3946.327637
	Iteration 244Q: 3 clusters Score -1.017123e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184234 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -10171244.000000 Penalty: 3946.327637
	Iteration 245Q: 3 clusters Score -1.017124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184245 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -10171230.000000 Penalty: 3946.327637
	Iteration 246Q: 3 clusters Score -1.017123e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184257 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -10171245.000000 Penalty: 3946.327637
	Iteration 247Q: 3 clusters Score -1.017124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184267 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -10171247.000000 Penalty: 3946.327637
	Iteration 248Q: 3 clusters Score -1.017125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184278 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -10171247.000000 Penalty: 3946.327637
	Iteration 249Q: 3 clusters Score -1.017125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184289 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -10171254.000000 Penalty: 3946.327637
	Iteration 250Q: 3 clusters Score -1.017125e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184302 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -10171261.000000 Penalty: 3946.327637
	Iteration 251Q: 3 clusters Score -1.017126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184309 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -10171255.000000 Penalty: 3946.327637
	Iteration 252Q: 3 clusters Score -1.017126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184314 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -10171259.000000 Penalty: 3946.327637
	Iteration 253Q: 3 clusters Score -1.017126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184318 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -10171265.000000 Penalty: 3946.327637
	Iteration 254Q: 3 clusters Score -1.017126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184321 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -10171258.000000 Penalty: 3946.327637
	Iteration 255Q: 3 clusters Score -1.017126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184325 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -10171264.000000 Penalty: 3946.327637
	Iteration 256Q: 3 clusters Score -1.017126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184327 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -10171259.000000 Penalty: 3946.327637
	Iteration 257Q: 3 clusters Score -1.017126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184328 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -10171260.000000 Penalty: 3946.327637
	Iteration 258Q: 3 clusters Score -1.017126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184329 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -10171258.000000 Penalty: 3946.327637
	Iteration 259Q: 3 clusters Score -1.017126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184332 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -10171249.000000 Penalty: 3946.327637
	Iteration 260F: 3 clusters Score -1.017125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184335 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -10171247.000000 Penalty: 3946.327637
	Iteration 261Q: 3 clusters Score -1.017125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184338 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -10171247.000000 Penalty: 3946.327637
	Iteration 262Q: 3 clusters Score -1.017125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184340 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -10171252.000000 Penalty: 3946.327637
	Iteration 263Q: 3 clusters Score -1.017125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184341 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -10171249.000000 Penalty: 3946.327637
	Iteration 264Q: 3 clusters Score -1.017125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184343 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -10171243.000000 Penalty: 3946.327637
	Iteration 265Q: 3 clusters Score -1.017124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184343 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -10171243.000000 Penalty: 3946.327637
	Iteration 266F: 3 clusters Score -1.017124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Entering Unmasked Estep 
Score: -163835.109375 Penalty: 1327.609253
	Iteration 0F: 2 clusters Score -163835.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -160790.453125 Penalty: 2655.218506
	Iteration 0F: 3 clusters Score -160790.5 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -161769.609375 Penalty: 2655.218506
	Iteration 1F: 3 clusters Score -161769.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -162112.156250 Penalty: 2655.218506
	Iteration 2F: 3 clusters Score -162112.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -162392.000000 Penalty: 2655.218506
	Iteration 3F: 3 clusters Score -162392 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -162665.000000 Penalty: 2655.218506
	Iteration 4F: 3 clusters Score -162665 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -162856.203125 Penalty: 2655.218506
	Iteration 5F: 3 clusters Score -162856.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -163021.890625 Penalty: 2655.218506
	Iteration 6F: 3 clusters Score -163021.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -163132.468750 Penalty: 2655.218506
	Iteration 7Q: 3 clusters Score -163132.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -163214.625000 Penalty: 2655.218506
	Iteration 8Q: 3 clusters Score -163214.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -163287.156250 Penalty: 2655.218506
	Iteration 9Q: 3 clusters Score -163287.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -163348.937500 Penalty: 2655.218506
	Iteration 10Q: 3 clusters Score -163348.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -163388.515625 Penalty: 2655.218506
	Iteration 11Q: 3 clusters Score -163388.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -163419.250000 Penalty: 2655.218506
	Iteration 12Q: 3 clusters Score -163419.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -163447.156250 Penalty: 2655.218506
	Iteration 13Q: 3 clusters Score -163447.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -163468.781250 Penalty: 2655.218506
	Iteration 14Q: 3 clusters Score -163468.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -163490.000000 Penalty: 2655.218506
	Iteration 15Q: 3 clusters Score -163490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -163507.156250 Penalty: 2655.218506
	Iteration 16Q: 3 clusters Score -163507.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -163526.312500 Penalty: 2655.218506
	Iteration 17Q: 3 clusters Score -163526.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -163540.203125 Penalty: 2655.218506
	Iteration 18Q: 3 clusters Score -163540.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -163551.968750 Penalty: 2655.218506
	Iteration 19Q: 3 clusters Score -163552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -163563.218750 Penalty: 2655.218506
	Iteration 20F: 3 clusters Score -163563.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -163574.328125 Penalty: 2655.218506
	Iteration 21Q: 3 clusters Score -163574.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -163585.171875 Penalty: 2655.218506
	Iteration 22Q: 3 clusters Score -163585.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -163594.437500 Penalty: 2655.218506
	Iteration 23Q: 3 clusters Score -163594.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -163602.687500 Penalty: 2655.218506
	Iteration 24Q: 3 clusters Score -163602.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -163605.078125 Penalty: 2655.218506
	Iteration 25Q: 3 clusters Score -163605.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -163607.093750 Penalty: 2655.218506
	Iteration 26Q: 3 clusters Score -163607.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -163609.734375 Penalty: 2655.218506
	Iteration 27Q: 3 clusters Score -163609.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -163612.750000 Penalty: 2655.218506
	Iteration 28Q: 3 clusters Score -163612.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -163614.109375 Penalty: 2655.218506
	Iteration 29Q: 3 clusters Score -163614.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -163615.109375 Penalty: 2655.218506
	Iteration 30Q: 3 clusters Score -163615.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -163615.250000 Penalty: 2655.218506
	Iteration 31Q: 3 clusters Score -163615.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -163615.406250 Penalty: 2655.218506
	Iteration 32Q: 3 clusters Score -163615.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -163615.984375 Penalty: 2655.218506
	Iteration 33Q: 3 clusters Score -163616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -163617.593750 Penalty: 2655.218506
	Iteration 34Q: 3 clusters Score -163617.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -163620.000000 Penalty: 2655.218506
	Iteration 35Q: 3 clusters Score -163620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -163625.875000 Penalty: 2655.218506
	Iteration 36Q: 3 clusters Score -163625.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -163632.015625 Penalty: 2655.218506
	Iteration 37Q: 3 clusters Score -163632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -163637.031250 Penalty: 2655.218506
	Iteration 38Q: 3 clusters Score -163637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -163638.953125 Penalty: 2655.218506
	Iteration 39Q: 3 clusters Score -163639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -163642.093750 Penalty: 2655.218506
	Iteration 40F: 3 clusters Score -163642.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -163643.218750 Penalty: 2655.218506
	Iteration 41Q: 3 clusters Score -163643.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -163644.062500 Penalty: 2655.218506
	Iteration 42Q: 3 clusters Score -163644.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -163644.984375 Penalty: 2655.218506
	Iteration 43Q: 3 clusters Score -163645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -163646.203125 Penalty: 2655.218506
	Iteration 44Q: 3 clusters Score -163646.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -163649.640625 Penalty: 2655.218506
	Iteration 45Q: 3 clusters Score -163649.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -163654.203125 Penalty: 2655.218506
	Iteration 46Q: 3 clusters Score -163654.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -163658.078125 Penalty: 2655.218506
	Iteration 47Q: 3 clusters Score -163658.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -163661.015625 Penalty: 2655.218506
	Iteration 48Q: 3 clusters Score -163661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -163664.796875 Penalty: 2655.218506
	Iteration 49Q: 3 clusters Score -163664.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -163668.625000 Penalty: 2655.218506
	Iteration 50Q: 3 clusters Score -163668.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -163670.312500 Penalty: 2655.218506
	Iteration 51Q: 3 clusters Score -163670.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -163672.031250 Penalty: 2655.218506
	Iteration 52Q: 3 clusters Score -163672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -163672.656250 Penalty: 2655.218506
	Iteration 53Q: 3 clusters Score -163672.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -163673.656250 Penalty: 2655.218506
	Iteration 54Q: 3 clusters Score -163673.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -163673.656250 Penalty: 2655.218506
	Iteration 55F: 3 clusters Score -163673.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -65252.226562 Penalty: 1181.877563
	Iteration 0F: 2 clusters Score -65252.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -63497.136719 Penalty: 2363.755127
	Iteration 0F: 3 clusters Score -63497.14 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -63847.253906 Penalty: 2363.755127
	Iteration 1F: 3 clusters Score -63847.25 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -63947.960938 Penalty: 2363.755127
	Iteration 2F: 3 clusters Score -63947.96 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -64014.222656 Penalty: 2363.755127
	Iteration 3F: 3 clusters Score -64014.22 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -64061.273438 Penalty: 2363.755127
	Iteration 4Q: 3 clusters Score -64061.27 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -64120.257812 Penalty: 2363.755127
	Iteration 5Q: 3 clusters Score -64120.26 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -64195.648438 Penalty: 2363.755127
	Iteration 6Q: 3 clusters Score -64195.65 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -64307.222656 Penalty: 2363.755127
	Iteration 7Q: 3 clusters Score -64307.22 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -64444.101562 Penalty: 2363.755127
	Iteration 8Q: 3 clusters Score -64444.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -64629.148438 Penalty: 2363.755127
	Iteration 9F: 3 clusters Score -64629.15 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -64775.007812 Penalty: 2363.755127
	Iteration 10Q: 3 clusters Score -64775.01 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -64864.675781 Penalty: 2363.755127
	Iteration 11Q: 3 clusters Score -64864.68 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -64923.468750 Penalty: 2363.755127
	Iteration 12Q: 3 clusters Score -64923.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -64963.964844 Penalty: 2363.755127
	Iteration 13Q: 3 clusters Score -64963.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -64988.742188 Penalty: 2363.755127
	Iteration 14Q: 3 clusters Score -64988.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -65002.175781 Penalty: 2363.755127
	Iteration 15Q: 3 clusters Score -65002.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -65009.757812 Penalty: 2363.755127
	Iteration 16Q: 3 clusters Score -65009.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -65017.949219 Penalty: 2363.755127
	Iteration 17Q: 3 clusters Score -65017.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -65021.929688 Penalty: 2363.755127
	Iteration 18Q: 3 clusters Score -65021.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -65024.851562 Penalty: 2363.755127
	Iteration 19Q: 3 clusters Score -65024.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -65026.687500 Penalty: 2363.755127
	Iteration 20F: 3 clusters Score -65026.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -65028.148438 Penalty: 2363.755127
	Iteration 21Q: 3 clusters Score -65028.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -65028.148438 Penalty: 2363.755127
	Iteration 22F: 3 clusters Score -65028.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Entering Unmasked Estep 
Score: -471511.968750 Penalty: 1471.982544
	Iteration 0F: 2 clusters Score -471512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -465207.718750 Penalty: 2943.965088
	Iteration 0F: 3 clusters Score -465207.7 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -467069.156250 Penalty: 2943.965088
	Iteration 1F: 3 clusters Score -467069.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -467263.093750 Penalty: 2943.965088
	Iteration 2F: 3 clusters Score -467263.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -467395.218750 Penalty: 2943.965088
	Iteration 3Q: 3 clusters Score -467395.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -467508.343750 Penalty: 2943.965088
	Iteration 4Q: 3 clusters Score -467508.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -467580.531250 Penalty: 2943.965088
	Iteration 5Q: 3 clusters Score -467580.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -467644.031250 Penalty: 2943.965088
	Iteration 6Q: 3 clusters Score -467644 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -467704.875000 Penalty: 2943.965088
	Iteration 7Q: 3 clusters Score -467704.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -467762.375000 Penalty: 2943.965088
	Iteration 8Q: 3 clusters Score -467762.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -467810.531250 Penalty: 2943.965088
	Iteration 9Q: 3 clusters Score -467810.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -467847.531250 Penalty: 2943.965088
	Iteration 10Q: 3 clusters Score -467847.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -467875.312500 Penalty: 2943.965088
	Iteration 11Q: 3 clusters Score -467875.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -467902.250000 Penalty: 2943.965088
	Iteration 12Q: 3 clusters Score -467902.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -467938.250000 Penalty: 2943.965088
	Iteration 13Q: 3 clusters Score -467938.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -467975.656250 Penalty: 2943.965088
	Iteration 14Q: 3 clusters Score -467975.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -468020.687500 Penalty: 2943.965088
	Iteration 15Q: 3 clusters Score -468020.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -468061.750000 Penalty: 2943.965088
	Iteration 16Q: 3 clusters Score -468061.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -468097.343750 Penalty: 2943.965088
	Iteration 17Q: 3 clusters Score -468097.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -468128.375000 Penalty: 2943.965088
	Iteration 18Q: 3 clusters Score -468128.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -468166.656250 Penalty: 2943.965088
	Iteration 19Q: 3 clusters Score -468166.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -468203.875000 Penalty: 2943.965088
	Iteration 20F: 3 clusters Score -468203.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -468235.187500 Penalty: 2943.965088
	Iteration 21Q: 3 clusters Score -468235.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -468268.906250 Penalty: 2943.965088
	Iteration 22Q: 3 clusters Score -468268.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -468310.000000 Penalty: 2943.965088
	Iteration 23Q: 3 clusters Score -468310 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -468360.906250 Penalty: 2943.965088
	Iteration 24Q: 3 clusters Score -468360.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -468427.937500 Penalty: 2943.965088
	Iteration 25Q: 3 clusters Score -468427.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -468501.000000 Penalty: 2943.965088
	Iteration 26Q: 3 clusters Score -468501 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -468595.062500 Penalty: 2943.965088
	Iteration 27Q: 3 clusters Score -468595.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -468711.062500 Penalty: 2943.965088
	Iteration 28Q: 3 clusters Score -468711.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -468855.156250 Penalty: 2943.965088
	Iteration 29Q: 3 clusters Score -468855.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -469025.375000 Penalty: 2943.965088
	Iteration 30Q: 3 clusters Score -469025.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -469212.812500 Penalty: 2943.965088
	Iteration 31Q: 3 clusters Score -469212.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -469365.406250 Penalty: 2943.965088
	Iteration 32Q: 3 clusters Score -469365.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -469462.500000 Penalty: 2943.965088
	Iteration 33Q: 3 clusters Score -469462.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -469540.625000 Penalty: 2943.965088
	Iteration 34Q: 3 clusters Score -469540.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -469600.125000 Penalty: 2943.965088
	Iteration 35Q: 3 clusters Score -469600.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -469652.031250 Penalty: 2943.965088
	Iteration 36Q: 3 clusters Score -469652 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -469704.562500 Penalty: 2943.965088
	Iteration 37Q: 3 clusters Score -469704.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -469751.593750 Penalty: 2943.965088
	Iteration 38Q: 3 clusters Score -469751.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -469805.062500 Penalty: 2943.965088
	Iteration 39Q: 3 clusters Score -469805.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -469844.687500 Penalty: 2943.965088
	Iteration 40F: 3 clusters Score -469844.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -469881.093750 Penalty: 2943.965088
	Iteration 41Q: 3 clusters Score -469881.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -469918.375000 Penalty: 2943.965088
	Iteration 42Q: 3 clusters Score -469918.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -469945.375000 Penalty: 2943.965088
	Iteration 43Q: 3 clusters Score -469945.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -469963.656250 Penalty: 2943.965088
	Iteration 44Q: 3 clusters Score -469963.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -469983.875000 Penalty: 2943.965088
	Iteration 45Q: 3 clusters Score -469983.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -470000.750000 Penalty: 2943.965088
	Iteration 46Q: 3 clusters Score -470000.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -470014.093750 Penalty: 2943.965088
	Iteration 47Q: 3 clusters Score -470014.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -470025.062500 Penalty: 2943.965088
	Iteration 48Q: 3 clusters Score -470025.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -470034.406250 Penalty: 2943.965088
	Iteration 49Q: 3 clusters Score -470034.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -470046.562500 Penalty: 2943.965088
	Iteration 50Q: 3 clusters Score -470046.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -470053.812500 Penalty: 2943.965088
	Iteration 51Q: 3 clusters Score -470053.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -470060.187500 Penalty: 2943.965088
	Iteration 52Q: 3 clusters Score -470060.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -470068.562500 Penalty: 2943.965088
	Iteration 53Q: 3 clusters Score -470068.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -470076.468750 Penalty: 2943.965088
	Iteration 54Q: 3 clusters Score -470076.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -470078.125000 Penalty: 2943.965088
	Iteration 55Q: 3 clusters Score -470078.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -470082.125000 Penalty: 2943.965088
	Iteration 56Q: 3 clusters Score -470082.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -470083.250000 Penalty: 2943.965088
	Iteration 57Q: 3 clusters Score -470083.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -470085.281250 Penalty: 2943.965088
	Iteration 58Q: 3 clusters Score -470085.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -470085.250000 Penalty: 2943.965088
	Iteration 59Q: 3 clusters Score -470085.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -470086.156250 Penalty: 2943.965088
	Iteration 60F: 3 clusters Score -470086.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -470087.343750 Penalty: 2943.965088
	Iteration 61Q: 3 clusters Score -470087.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -470089.406250 Penalty: 2943.965088
	Iteration 62Q: 3 clusters Score -470089.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -470090.500000 Penalty: 2943.965088
	Iteration 63Q: 3 clusters Score -470090.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -470093.875000 Penalty: 2943.965088
	Iteration 64Q: 3 clusters Score -470093.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -470095.593750 Penalty: 2943.965088
	Iteration 65Q: 3 clusters Score -470095.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -470097.937500 Penalty: 2943.965088
	Iteration 66Q: 3 clusters Score -470097.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -470099.531250 Penalty: 2943.965088
	Iteration 67Q: 3 clusters Score -470099.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -470099.812500 Penalty: 2943.965088
	Iteration 68Q: 3 clusters Score -470099.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -470099.500000 Penalty: 2943.965088
	Iteration 69Q: 3 clusters Score -470099.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -470100.843750 Penalty: 2943.965088
	Iteration 70Q: 3 clusters Score -470100.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -470100.718750 Penalty: 2943.965088
	Iteration 71Q: 3 clusters Score -470100.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -470100.937500 Penalty: 2943.965088
	Iteration 72Q: 3 clusters Score -470100.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -470100.937500 Penalty: 2943.965088
	Iteration 73F: 3 clusters Score -470100.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -40812.773438 Penalty: 1113.145508
	Iteration 0F: 2 clusters Score -40812.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -39427.636719 Penalty: 2226.291016
	Iteration 0F: 3 clusters Score -39427.64 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -39771.292969 Penalty: 2226.291016
	Iteration 1F: 3 clusters Score -39771.29 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -39940.488281 Penalty: 2226.291016
	Iteration 2F: 3 clusters Score -39940.49 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -40051.230469 Penalty: 2226.291016
	Iteration 3F: 3 clusters Score -40051.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -40116.769531 Penalty: 2226.291016
	Iteration 4Q: 3 clusters Score -40116.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -40163.617188 Penalty: 2226.291016
	Iteration 5Q: 3 clusters Score -40163.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -40186.972656 Penalty: 2226.291016
	Iteration 6Q: 3 clusters Score -40186.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -40197.433594 Penalty: 2226.291016
	Iteration 7Q: 3 clusters Score -40197.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -40203.699219 Penalty: 2226.291016
	Iteration 8Q: 3 clusters Score -40203.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -40207.019531 Penalty: 2226.291016
	Iteration 9Q: 3 clusters Score -40207.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -40210.500000 Penalty: 2226.291016
	Iteration 10Q: 3 clusters Score -40210.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -40216.007812 Penalty: 2226.291016
	Iteration 11Q: 3 clusters Score -40216.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -40223.574219 Penalty: 2226.291016
	Iteration 12Q: 3 clusters Score -40223.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -40225.667969 Penalty: 2226.291016
	Iteration 13Q: 3 clusters Score -40225.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -40225.667969 Penalty: 2226.291016
	Iteration 14F: 3 clusters Score -40225.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Entering Unmasked Estep 
Score: -451146.593750 Penalty: 1473.451416
	Iteration 0F: 2 clusters Score -451146.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -444830.687500 Penalty: 2946.902832
	Iteration 0F: 3 clusters Score -444830.7 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -446730.687500 Penalty: 2946.902832
	Iteration 1F: 3 clusters Score -446730.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -446923.625000 Penalty: 2946.902832
	Iteration 2F: 3 clusters Score -446923.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -447060.093750 Penalty: 2946.902832
	Iteration 3Q: 3 clusters Score -447060.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -447158.343750 Penalty: 2946.902832
	Iteration 4Q: 3 clusters Score -447158.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -447243.281250 Penalty: 2946.902832
	Iteration 5Q: 3 clusters Score -447243.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -447317.406250 Penalty: 2946.902832
	Iteration 6Q: 3 clusters Score -447317.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -447378.968750 Penalty: 2946.902832
	Iteration 7Q: 3 clusters Score -447379 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -447445.437500 Penalty: 2946.902832
	Iteration 8Q: 3 clusters Score -447445.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -447523.562500 Penalty: 2946.902832
	Iteration 9Q: 3 clusters Score -447523.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -447592.593750 Penalty: 2946.902832
	Iteration 10Q: 3 clusters Score -447592.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -447677.375000 Penalty: 2946.902832
	Iteration 11Q: 3 clusters Score -447677.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -447786.093750 Penalty: 2946.902832
	Iteration 12Q: 3 clusters Score -447786.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -447924.000000 Penalty: 2946.902832
	Iteration 13Q: 3 clusters Score -447924 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -448146.593750 Penalty: 2946.902832
	Iteration 14Q: 3 clusters Score -448146.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -448583.437500 Penalty: 2946.902832
	Iteration 15Q: 3 clusters Score -448583.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -449271.375000 Penalty: 2946.902832
	Iteration 16F: 3 clusters Score -449271.4 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -449996.625000 Penalty: 2946.902832
	Iteration 17F: 3 clusters Score -449996.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -450500.250000 Penalty: 2946.902832
	Iteration 18F: 3 clusters Score -450500.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -450852.906250 Penalty: 2946.902832
	Iteration 19Q: 3 clusters Score -450852.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -451105.312500 Penalty: 2946.902832
	Iteration 20F: 3 clusters Score -451105.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -451299.437500 Penalty: 2946.902832
	Iteration 21Q: 3 clusters Score -451299.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -451442.375000 Penalty: 2946.902832
	Iteration 22Q: 3 clusters Score -451442.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -451530.718750 Penalty: 2946.902832
	Iteration 23Q: 3 clusters Score -451530.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -451579.875000 Penalty: 2946.902832
	Iteration 24Q: 3 clusters Score -451579.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -451608.875000 Penalty: 2946.902832
	Iteration 25Q: 3 clusters Score -451608.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -451626.125000 Penalty: 2946.902832
	Iteration 26Q: 3 clusters Score -451626.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -451637.718750 Penalty: 2946.902832
	Iteration 27Q: 3 clusters Score -451637.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -451646.906250 Penalty: 2946.902832
	Iteration 28Q: 3 clusters Score -451646.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -451652.562500 Penalty: 2946.902832
	Iteration 29Q: 3 clusters Score -451652.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -451656.312500 Penalty: 2946.902832
	Iteration 30Q: 3 clusters Score -451656.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -451658.187500 Penalty: 2946.902832
	Iteration 31Q: 3 clusters Score -451658.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -451660.156250 Penalty: 2946.902832
	Iteration 32Q: 3 clusters Score -451660.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -451661.093750 Penalty: 2946.902832
	Iteration 33Q: 3 clusters Score -451661.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -451662.187500 Penalty: 2946.902832
	Iteration 34Q: 3 clusters Score -451662.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -451664.250000 Penalty: 2946.902832
	Iteration 35Q: 3 clusters Score -451664.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -451664.906250 Penalty: 2946.902832
	Iteration 36Q: 3 clusters Score -451664.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -451665.937500 Penalty: 2946.902832
	Iteration 37Q: 3 clusters Score -451665.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -451666.062500 Penalty: 2946.902832
	Iteration 38Q: 3 clusters Score -451666.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -451666.062500 Penalty: 2946.902832
	Iteration 39F: 3 clusters Score -451666.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87160 members 
Mstep: Class 2 contains 7287 members 
Mstep: Class 3 contains 7374 members 
Mstep: Class 4 contains 10548 members 
Mstep: Class 5 contains 60196 members 
Mstep: Class 6 contains 28610 members 
Mstep: Class 7 contains 32319 members 
Mstep: Class 8 contains 8528 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 15198 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 3439 members 
Mstep: Class 13 contains 4681 members 
Mstep: Class 14 contains 6815 members 
Mstep: Class 15 contains 78340 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 1069 members 
Mstep: Class 19 contains 108015 members 
Mstep: Class 20 contains 1972 members 
Mstep: Class 21 contains 6718 members 
Mstep: Class 22 contains 187690 members 
Mstep: Class 23 contains 3533 members 
Mstep: Class 24 contains 1441 members 
Mstep: Class 25 contains 8590 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 5359 members 
Mstep: Class 28 contains 1853 members 
Mstep: Class 29 contains 3309 members 
Entering Unmasked Estep 
Score: -35944176.000000 Penalty: 63496.980469
Splitting cluster 27 changes total score from -35944492.000000 to -35944176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (1853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Entering Unmasked Estep 
Score: -92186.296875 Penalty: 1222.741211
	Iteration 0F: 2 clusters Score -92186.3 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 932 members 
Entering Unmasked Estep 
Score: -90196.593750 Penalty: 2445.482422
	Iteration 0F: 3 clusters Score -90196.59 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -90623.921875 Penalty: 2445.482422
	Iteration 1F: 3 clusters Score -90623.92 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -90702.476562 Penalty: 2445.482422
	Iteration 2F: 3 clusters Score -90702.48 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -90751.515625 Penalty: 2445.482422
	Iteration 3Q: 3 clusters Score -90751.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -90778.906250 Penalty: 2445.482422
	Iteration 4Q: 3 clusters Score -90778.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -90796.085938 Penalty: 2445.482422
	Iteration 5Q: 3 clusters Score -90796.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -90805.734375 Penalty: 2445.482422
	Iteration 6Q: 3 clusters Score -90805.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -90819.953125 Penalty: 2445.482422
	Iteration 7Q: 3 clusters Score -90819.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -90834.570312 Penalty: 2445.482422
	Iteration 8Q: 3 clusters Score -90834.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -90849.101562 Penalty: 2445.482422
	Iteration 9Q: 3 clusters Score -90849.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -90868.156250 Penalty: 2445.482422
	Iteration 10Q: 3 clusters Score -90868.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -90886.929688 Penalty: 2445.482422
	Iteration 11Q: 3 clusters Score -90886.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -90905.671875 Penalty: 2445.482422
	Iteration 12Q: 3 clusters Score -90905.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -90922.468750 Penalty: 2445.482422
	Iteration 13Q: 3 clusters Score -90922.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -90937.000000 Penalty: 2445.482422
	Iteration 14Q: 3 clusters Score -90937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -90954.500000 Penalty: 2445.482422
	Iteration 15Q: 3 clusters Score -90954.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -90978.320312 Penalty: 2445.482422
	Iteration 16Q: 3 clusters Score -90978.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -90999.054688 Penalty: 2445.482422
	Iteration 17Q: 3 clusters Score -90999.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -91016.390625 Penalty: 2445.482422
	Iteration 18Q: 3 clusters Score -91016.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -91033.539062 Penalty: 2445.482422
	Iteration 19Q: 3 clusters Score -91033.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -91042.718750 Penalty: 2445.482422
	Iteration 20F: 3 clusters Score -91042.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -91050.437500 Penalty: 2445.482422
	Iteration 21Q: 3 clusters Score -91050.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -91059.187500 Penalty: 2445.482422
	Iteration 22Q: 3 clusters Score -91059.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -91066.929688 Penalty: 2445.482422
	Iteration 23Q: 3 clusters Score -91066.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -91074.320312 Penalty: 2445.482422
	Iteration 24Q: 3 clusters Score -91074.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -91082.242188 Penalty: 2445.482422
	Iteration 25Q: 3 clusters Score -91082.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -91092.382812 Penalty: 2445.482422
	Iteration 26Q: 3 clusters Score -91092.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -91097.804688 Penalty: 2445.482422
	Iteration 27Q: 3 clusters Score -91097.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -91100.992188 Penalty: 2445.482422
	Iteration 28Q: 3 clusters Score -91100.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -91102.484375 Penalty: 2445.482422
	Iteration 29Q: 3 clusters Score -91102.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -91103.484375 Penalty: 2445.482422
	Iteration 30Q: 3 clusters Score -91103.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -91104.070312 Penalty: 2445.482422
	Iteration 31Q: 3 clusters Score -91104.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -91104.070312 Penalty: 2445.482422
	Iteration 32F: 3 clusters Score -91104.07 nChanged 0
--- Evaluating fit on full set of 2132432 points ---
Entering Unmasked Estep 
Score: -107966464.000000 Penalty: 66306.125000
20->29 Clusters: Score -107966464.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 710810 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 35793 members 
Mstep: Class 3 contains 35696 members 
Mstep: Class 4 contains 35863 members 
Mstep: Class 5 contains 35744 members 
Mstep: Class 6 contains 35370 members 
Mstep: Class 7 contains 35318 members 
Mstep: Class 8 contains 35646 members 
Mstep: Class 9 contains 35505 members 
Mstep: Class 10 contains 35299 members 
Mstep: Class 11 contains 35361 members 
Mstep: Class 12 contains 35861 members 
Mstep: Class 13 contains 35409 members 
Mstep: Class 14 contains 35641 members 
Mstep: Class 15 contains 35525 members 
Mstep: Class 16 contains 35798 members 
Mstep: Class 17 contains 35353 members 
Mstep: Class 18 contains 35643 members 
Mstep: Class 19 contains 35200 members 
Mstep: Class 20 contains 35522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 777.843018 but Gain 2189.550781
Score: -32243304.000000 Penalty: 41601.468750
Iteration 0F: 20 clusters Score -3.22433e+07 nChanged 670129
Entering Unmasked Mstep 
Mstep: Class 0 contains 1125 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 50646 members 
Mstep: Class 3 contains 41361 members 
Mstep: Class 4 contains 35234 members 
Mstep: Class 5 contains 49423 members 
Mstep: Class 6 contains 27006 members 
Mstep: Class 7 contains 41997 members 
Mstep: Class 8 contains 36950 members 
Mstep: Class 9 contains 23697 members 
Mstep: Class 10 contains 27668 members 
Mstep: Class 11 contains 36425 members 
Mstep: Class 12 contains 39438 members 
Mstep: Class 13 contains 33704 members 
Mstep: Class 14 contains 24261 members 
Mstep: Class 16 contains 34573 members 
Mstep: Class 17 contains 44892 members 
Mstep: Class 18 contains 50329 members 
Mstep: Class 19 contains 31730 members 
Mstep: Class 20 contains 29716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34285712.000000 Penalty: 41601.468750
Iteration 1F: 20 clusters Score -3.428571e+07 nChanged 243394
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 74268 members 
Mstep: Class 2 contains 41344 members 
Mstep: Class 3 contains 51060 members 
Mstep: Class 4 contains 28187 members 
Mstep: Class 5 contains 68535 members 
Mstep: Class 6 contains 24901 members 
Mstep: Class 7 contains 39270 members 
Mstep: Class 8 contains 37370 members 
Mstep: Class 9 contains 15815 members 
Mstep: Class 10 contains 22603 members 
Mstep: Class 11 contains 32379 members 
Mstep: Class 12 contains 38640 members 
Mstep: Class 13 contains 29348 members 
Mstep: Class 14 contains 19380 members 
Mstep: Class 16 contains 29874 members 
Mstep: Class 17 contains 53993 members 
Mstep: Class 18 contains 48738 members 
Mstep: Class 19 contains 24895 members 
Mstep: Class 20 contains 29897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34830840.000000 Penalty: 41601.468750
Iteration 2F: 20 clusters Score -3.483084e+07 nChanged 195138
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 103470 members 
Mstep: Class 2 contains 30504 members 
Mstep: Class 3 contains 68432 members 
Mstep: Class 4 contains 25818 members 
Mstep: Class 5 contains 91614 members 
Mstep: Class 6 contains 27081 members 
Mstep: Class 7 contains 39974 members 
Mstep: Class 8 contains 36441 members 
Mstep: Class 9 contains 8874 members 
Mstep: Class 10 contains 19361 members 
Mstep: Class 11 contains 32838 members 
Mstep: Class 12 contains 30156 members 
Mstep: Class 13 contains 19998 members 
Mstep: Class 14 contains 15261 members 
Mstep: Class 16 contains 21604 members 
Mstep: Class 17 contains 56257 members 
Mstep: Class 18 contains 36721 members 
Mstep: Class 19 contains 18564 members 
Mstep: Class 20 contains 27718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35171160.000000 Penalty: 41601.468750
Iteration 3F: 20 clusters Score -3.517116e+07 nChanged 155893
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 137463 members 
Mstep: Class 2 contains 26087 members 
Mstep: Class 3 contains 79791 members 
Mstep: Class 4 contains 28733 members 
Mstep: Class 5 contains 102512 members 
Mstep: Class 6 contains 35289 members 
Mstep: Class 7 contains 36626 members 
Mstep: Class 8 contains 29307 members 
Mstep: Class 9 contains 4268 members 
Mstep: Class 10 contains 15869 members 
Mstep: Class 11 contains 35351 members 
Mstep: Class 12 contains 24732 members 
Mstep: Class 13 contains 11727 members 
Mstep: Class 14 contains 11824 members 
Mstep: Class 16 contains 14519 members 
Mstep: Class 17 contains 54643 members 
Mstep: Class 18 contains 27136 members 
Mstep: Class 19 contains 12064 members 
Mstep: Class 20 contains 22795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1866.609375 but Gain 2189.550781
Score: -35399948.000000 Penalty: 39411.917969
Iteration 4F: 19 clusters Score -3.539995e+07 nChanged 129995
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 171645 members 
Mstep: Class 2 contains 23262 members 
Mstep: Class 3 contains 88941 members 
Mstep: Class 4 contains 34672 members 
Mstep: Class 5 contains 107171 members 
Mstep: Class 6 contains 44700 members 
Mstep: Class 7 contains 30269 members 
Mstep: Class 8 contains 18909 members 
Mstep: Class 10 contains 14004 members 
Mstep: Class 11 contains 36075 members 
Mstep: Class 12 contains 23161 members 
Mstep: Class 13 contains 6310 members 
Mstep: Class 14 contains 9912 members 
Mstep: Class 16 contains 9523 members 
Mstep: Class 17 contains 45787 members 
Mstep: Class 18 contains 20668 members 
Mstep: Class 19 contains 7128 members 
Mstep: Class 20 contains 18619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35561132.000000 Penalty: 39411.917969
Iteration 5F: 19 clusters Score -3.556113e+07 nChanged 102451
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 203088 members 
Mstep: Class 2 contains 20511 members 
Mstep: Class 3 contains 96250 members 
Mstep: Class 4 contains 39240 members 
Mstep: Class 5 contains 108817 members 
Mstep: Class 6 contains 50066 members 
Mstep: Class 7 contains 23160 members 
Mstep: Class 8 contains 10101 members 
Mstep: Class 10 contains 13348 members 
Mstep: Class 11 contains 35755 members 
Mstep: Class 12 contains 22729 members 
Mstep: Class 13 contains 3547 members 
Mstep: Class 14 contains 9487 members 
Mstep: Class 16 contains 6634 members 
Mstep: Class 17 contains 33275 members 
Mstep: Class 18 contains 14764 members 
Mstep: Class 19 contains 4681 members 
Mstep: Class 20 contains 15320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35676496.000000 Penalty: 39411.917969
Iteration 6F: 19 clusters Score -3.56765e+07 nChanged 76330
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 229370 members 
Mstep: Class 2 contains 17684 members 
Mstep: Class 3 contains 100135 members 
Mstep: Class 4 contains 41420 members 
Mstep: Class 5 contains 109118 members 
Mstep: Class 6 contains 53626 members 
Mstep: Class 7 contains 18013 members 
Mstep: Class 8 contains 4578 members 
Mstep: Class 10 contains 13389 members 
Mstep: Class 11 contains 34757 members 
Mstep: Class 12 contains 23187 members 
Mstep: Class 13 contains 2247 members 
Mstep: Class 14 contains 9328 members 
Mstep: Class 16 contains 5170 members 
Mstep: Class 17 contains 21361 members 
Mstep: Class 18 contains 10880 members 
Mstep: Class 19 contains 3553 members 
Mstep: Class 20 contains 12964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1929.187744 but Gain 2189.550781
Score: -35747352.000000 Penalty: 37222.367188
Iteration 7F: 18 clusters Score -3.574735e+07 nChanged 53965
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 249260 members 
Mstep: Class 2 contains 15115 members 
Mstep: Class 3 contains 101194 members 
Mstep: Class 4 contains 42212 members 
Mstep: Class 5 contains 108215 members 
Mstep: Class 6 contains 56246 members 
Mstep: Class 7 contains 14960 members 
Mstep: Class 8 contains 1952 members 
Mstep: Class 10 contains 13443 members 
Mstep: Class 11 contains 33415 members 
Mstep: Class 12 contains 23987 members 
Mstep: Class 14 contains 9203 members 
Mstep: Class 16 contains 4362 members 
Mstep: Class 17 contains 13192 members 
Mstep: Class 18 contains 9449 members 
Mstep: Class 19 contains 3072 members 
Mstep: Class 20 contains 11508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1028.800781 but Gain 2189.550781
Score: -35792312.000000 Penalty: 35032.816406
Iteration 8F: 17 clusters Score -3.579231e+07 nChanged 36327
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 263420 members 
Mstep: Class 2 contains 13269 members 
Mstep: Class 3 contains 100453 members 
Mstep: Class 4 contains 42224 members 
Mstep: Class 5 contains 106186 members 
Mstep: Class 6 contains 58370 members 
Mstep: Class 7 contains 12818 members 
Mstep: Class 10 contains 13522 members 
Mstep: Class 11 contains 32134 members 
Mstep: Class 12 contains 24486 members 
Mstep: Class 14 contains 8974 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 8681 members 
Mstep: Class 18 contains 8977 members 
Mstep: Class 19 contains 2830 members 
Mstep: Class 20 contains 10642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35817948.000000 Penalty: 35032.816406
Iteration 9F: 17 clusters Score -3.581795e+07 nChanged 25037
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 273362 members 
Mstep: Class 2 contains 11881 members 
Mstep: Class 3 contains 98776 members 
Mstep: Class 4 contains 41977 members 
Mstep: Class 5 contains 103428 members 
Mstep: Class 6 contains 60048 members 
Mstep: Class 7 contains 11298 members 
Mstep: Class 10 contains 13611 members 
Mstep: Class 11 contains 31083 members 
Mstep: Class 12 contains 24692 members 
Mstep: Class 14 contains 8766 members 
Mstep: Class 16 contains 3455 members 
Mstep: Class 17 contains 6514 members 
Mstep: Class 18 contains 9049 members 
Mstep: Class 19 contains 2764 members 
Mstep: Class 20 contains 10090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35832832.000000 Penalty: 35032.816406
Iteration 10Q: 17 clusters Score -3.583283e+07 nChanged 19093
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 280848 members 
Mstep: Class 2 contains 10864 members 
Mstep: Class 3 contains 97234 members 
Mstep: Class 4 contains 41497 members 
Mstep: Class 5 contains 100729 members 
Mstep: Class 6 contains 61337 members 
Mstep: Class 7 contains 10270 members 
Mstep: Class 10 contains 13705 members 
Mstep: Class 11 contains 30220 members 
Mstep: Class 12 contains 24748 members 
Mstep: Class 14 contains 8708 members 
Mstep: Class 16 contains 3310 members 
Mstep: Class 17 contains 5517 members 
Mstep: Class 18 contains 9232 members 
Mstep: Class 19 contains 2812 members 
Mstep: Class 20 contains 9766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35842676.000000 Penalty: 35032.816406
Iteration 11Q: 17 clusters Score -3.584268e+07 nChanged 14852
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 286720 members 
Mstep: Class 2 contains 10168 members 
Mstep: Class 3 contains 95955 members 
Mstep: Class 4 contains 40901 members 
Mstep: Class 5 contains 98204 members 
Mstep: Class 6 contains 62342 members 
Mstep: Class 7 contains 9664 members 
Mstep: Class 10 contains 13774 members 
Mstep: Class 11 contains 29556 members 
Mstep: Class 12 contains 24566 members 
Mstep: Class 14 contains 8732 members 
Mstep: Class 16 contains 3249 members 
Mstep: Class 17 contains 5094 members 
Mstep: Class 18 contains 9406 members 
Mstep: Class 19 contains 2945 members 
Mstep: Class 20 contains 9521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35849132.000000 Penalty: 35032.816406
Iteration 12Q: 17 clusters Score -3.584913e+07 nChanged 11726
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 291425 members 
Mstep: Class 2 contains 9665 members 
Mstep: Class 3 contains 94837 members 
Mstep: Class 4 contains 40350 members 
Mstep: Class 5 contains 95976 members 
Mstep: Class 6 contains 63054 members 
Mstep: Class 7 contains 9322 members 
Mstep: Class 10 contains 13817 members 
Mstep: Class 11 contains 29127 members 
Mstep: Class 12 contains 24207 members 
Mstep: Class 14 contains 8887 members 
Mstep: Class 16 contains 3230 members 
Mstep: Class 17 contains 4999 members 
Mstep: Class 18 contains 9514 members 
Mstep: Class 19 contains 3092 members 
Mstep: Class 20 contains 9295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35853348.000000 Penalty: 35032.816406
Iteration 13Q: 17 clusters Score -3.585335e+07 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 295231 members 
Mstep: Class 2 contains 9321 members 
Mstep: Class 3 contains 93963 members 
Mstep: Class 4 contains 39863 members 
Mstep: Class 5 contains 93987 members 
Mstep: Class 6 contains 63578 members 
Mstep: Class 7 contains 9120 members 
Mstep: Class 10 contains 13850 members 
Mstep: Class 11 contains 28908 members 
Mstep: Class 12 contains 23804 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 16 contains 3215 members 
Mstep: Class 17 contains 5037 members 
Mstep: Class 18 contains 9587 members 
Mstep: Class 19 contains 3207 members 
Mstep: Class 20 contains 9096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35856432.000000 Penalty: 35032.816406
Iteration 14Q: 17 clusters Score -3.585643e+07 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 298288 members 
Mstep: Class 2 contains 9067 members 
Mstep: Class 3 contains 93191 members 
Mstep: Class 4 contains 39443 members 
Mstep: Class 5 contains 92448 members 
Mstep: Class 6 contains 63996 members 
Mstep: Class 7 contains 9029 members 
Mstep: Class 10 contains 13878 members 
Mstep: Class 11 contains 28738 members 
Mstep: Class 12 contains 23404 members 
Mstep: Class 14 contains 9131 members 
Mstep: Class 16 contains 3204 members 
Mstep: Class 17 contains 5130 members 
Mstep: Class 18 contains 9627 members 
Mstep: Class 19 contains 3263 members 
Mstep: Class 20 contains 8962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35858404.000000 Penalty: 35032.816406
Iteration 15Q: 17 clusters Score -3.58584e+07 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 300783 members 
Mstep: Class 2 contains 8874 members 
Mstep: Class 3 contains 92512 members 
Mstep: Class 4 contains 38935 members 
Mstep: Class 5 contains 91208 members 
Mstep: Class 6 contains 64383 members 
Mstep: Class 7 contains 9068 members 
Mstep: Class 10 contains 13898 members 
Mstep: Class 11 contains 28688 members 
Mstep: Class 12 contains 22997 members 
Mstep: Class 14 contains 9208 members 
Mstep: Class 16 contains 3212 members 
Mstep: Class 17 contains 5272 members 
Mstep: Class 18 contains 9605 members 
Mstep: Class 19 contains 3306 members 
Mstep: Class 20 contains 8850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35860656.000000 Penalty: 35032.816406
Iteration 16Q: 17 clusters Score -3.586066e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 302767 members 
Mstep: Class 2 contains 8744 members 
Mstep: Class 3 contains 91927 members 
Mstep: Class 4 contains 38416 members 
Mstep: Class 5 contains 90249 members 
Mstep: Class 6 contains 64806 members 
Mstep: Class 7 contains 9072 members 
Mstep: Class 10 contains 13926 members 
Mstep: Class 11 contains 28691 members 
Mstep: Class 12 contains 22616 members 
Mstep: Class 14 contains 9243 members 
Mstep: Class 16 contains 3257 members 
Mstep: Class 17 contains 5439 members 
Mstep: Class 18 contains 9567 members 
Mstep: Class 19 contains 3324 members 
Mstep: Class 20 contains 8755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863228.000000 Penalty: 35032.816406
Iteration 17Q: 17 clusters Score -3.586323e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 304293 members 
Mstep: Class 2 contains 8648 members 
Mstep: Class 3 contains 91432 members 
Mstep: Class 4 contains 37753 members 
Mstep: Class 5 contains 89598 members 
Mstep: Class 6 contains 65332 members 
Mstep: Class 7 contains 9113 members 
Mstep: Class 10 contains 13943 members 
Mstep: Class 11 contains 28748 members 
Mstep: Class 12 contains 22215 members 
Mstep: Class 14 contains 9262 members 
Mstep: Class 16 contains 3323 members 
Mstep: Class 17 contains 5599 members 
Mstep: Class 18 contains 9518 members 
Mstep: Class 19 contains 3317 members 
Mstep: Class 20 contains 8704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866528.000000 Penalty: 35032.816406
Iteration 18Q: 17 clusters Score -3.586653e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 305473 members 
Mstep: Class 2 contains 8584 members 
Mstep: Class 3 contains 90991 members 
Mstep: Class 4 contains 37015 members 
Mstep: Class 5 contains 89153 members 
Mstep: Class 6 contains 65911 members 
Mstep: Class 7 contains 9137 members 
Mstep: Class 10 contains 13957 members 
Mstep: Class 11 contains 28829 members 
Mstep: Class 12 contains 21863 members 
Mstep: Class 14 contains 9267 members 
Mstep: Class 16 contains 3421 members 
Mstep: Class 17 contains 5755 members 
Mstep: Class 18 contains 9449 members 
Mstep: Class 19 contains 3344 members 
Mstep: Class 20 contains 8650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35869892.000000 Penalty: 35032.816406
Iteration 19Q: 17 clusters Score -3.586989e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 306457 members 
Mstep: Class 2 contains 8544 members 
Mstep: Class 3 contains 90517 members 
Mstep: Class 4 contains 36291 members 
Mstep: Class 5 contains 88899 members 
Mstep: Class 6 contains 66549 members 
Mstep: Class 7 contains 9136 members 
Mstep: Class 10 contains 13976 members 
Mstep: Class 11 contains 28929 members 
Mstep: Class 12 contains 21563 members 
Mstep: Class 14 contains 9228 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 5856 members 
Mstep: Class 18 contains 9391 members 
Mstep: Class 19 contains 3378 members 
Mstep: Class 20 contains 8587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872788.000000 Penalty: 35032.816406
Iteration 20F: 17 clusters Score -3.587279e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 307269 members 
Mstep: Class 2 contains 8527 members 
Mstep: Class 3 contains 89989 members 
Mstep: Class 4 contains 35646 members 
Mstep: Class 5 contains 88772 members 
Mstep: Class 6 contains 67176 members 
Mstep: Class 7 contains 9099 members 
Mstep: Class 10 contains 13991 members 
Mstep: Class 11 contains 28865 members 
Mstep: Class 12 contains 21293 members 
Mstep: Class 14 contains 9142 members 
Mstep: Class 16 contains 3545 members 
Mstep: Class 17 contains 5999 members 
Mstep: Class 18 contains 9346 members 
Mstep: Class 19 contains 3766 members 
Mstep: Class 20 contains 8375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874232.000000 Penalty: 35032.816406
Iteration 21Q: 17 clusters Score -3.587423e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 307898 members 
Mstep: Class 2 contains 8521 members 
Mstep: Class 3 contains 89450 members 
Mstep: Class 4 contains 35079 members 
Mstep: Class 5 contains 88764 members 
Mstep: Class 6 contains 67691 members 
Mstep: Class 7 contains 9081 members 
Mstep: Class 10 contains 14005 members 
Mstep: Class 11 contains 28856 members 
Mstep: Class 12 contains 21047 members 
Mstep: Class 14 contains 9140 members 
Mstep: Class 16 contains 3598 members 
Mstep: Class 17 contains 6118 members 
Mstep: Class 18 contains 9303 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 8169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875244.000000 Penalty: 35032.816406
Iteration 22Q: 17 clusters Score -3.587524e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 308409 members 
Mstep: Class 2 contains 8516 members 
Mstep: Class 3 contains 88927 members 
Mstep: Class 4 contains 34548 members 
Mstep: Class 5 contains 88843 members 
Mstep: Class 6 contains 68174 members 
Mstep: Class 7 contains 9052 members 
Mstep: Class 10 contains 14023 members 
Mstep: Class 11 contains 28896 members 
Mstep: Class 12 contains 20822 members 
Mstep: Class 14 contains 9140 members 
Mstep: Class 16 contains 3654 members 
Mstep: Class 17 contains 6204 members 
Mstep: Class 18 contains 9268 members 
Mstep: Class 19 contains 4360 members 
Mstep: Class 20 contains 7962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875936.000000 Penalty: 35032.816406
Iteration 23Q: 17 clusters Score -3.587594e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 308841 members 
Mstep: Class 2 contains 8520 members 
Mstep: Class 3 contains 88408 members 
Mstep: Class 4 contains 34079 members 
Mstep: Class 5 contains 89008 members 
Mstep: Class 6 contains 68612 members 
Mstep: Class 7 contains 9021 members 
Mstep: Class 10 contains 14039 members 
Mstep: Class 11 contains 28962 members 
Mstep: Class 12 contains 20615 members 
Mstep: Class 14 contains 9145 members 
Mstep: Class 16 contains 3704 members 
Mstep: Class 17 contains 6253 members 
Mstep: Class 18 contains 9209 members 
Mstep: Class 19 contains 4590 members 
Mstep: Class 20 contains 7792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35876588.000000 Penalty: 35032.816406
Iteration 24Q: 17 clusters Score -3.587659e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 309192 members 
Mstep: Class 2 contains 8527 members 
Mstep: Class 3 contains 87883 members 
Mstep: Class 4 contains 33680 members 
Mstep: Class 5 contains 89253 members 
Mstep: Class 6 contains 68997 members 
Mstep: Class 7 contains 9004 members 
Mstep: Class 10 contains 14046 members 
Mstep: Class 11 contains 29044 members 
Mstep: Class 12 contains 20419 members 
Mstep: Class 14 contains 9142 members 
Mstep: Class 16 contains 3731 members 
Mstep: Class 17 contains 6286 members 
Mstep: Class 18 contains 9168 members 
Mstep: Class 19 contains 4764 members 
Mstep: Class 20 contains 7662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35877332.000000 Penalty: 35032.816406
Iteration 25Q: 17 clusters Score -3.587733e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 309505 members 
Mstep: Class 2 contains 8536 members 
Mstep: Class 3 contains 87263 members 
Mstep: Class 4 contains 33356 members 
Mstep: Class 5 contains 89592 members 
Mstep: Class 6 contains 69334 members 
Mstep: Class 7 contains 8980 members 
Mstep: Class 10 contains 14063 members 
Mstep: Class 11 contains 29133 members 
Mstep: Class 12 contains 20236 members 
Mstep: Class 14 contains 9147 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 6319 members 
Mstep: Class 18 contains 9123 members 
Mstep: Class 19 contains 4887 members 
Mstep: Class 20 contains 7565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35877820.000000 Penalty: 35032.816406
Iteration 26Q: 17 clusters Score -3.587782e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 309723 members 
Mstep: Class 2 contains 8553 members 
Mstep: Class 3 contains 86564 members 
Mstep: Class 4 contains 33045 members 
Mstep: Class 5 contains 90063 members 
Mstep: Class 6 contains 69641 members 
Mstep: Class 7 contains 8961 members 
Mstep: Class 10 contains 14073 members 
Mstep: Class 11 contains 29253 members 
Mstep: Class 12 contains 20052 members 
Mstep: Class 14 contains 9159 members 
Mstep: Class 16 contains 3793 members 
Mstep: Class 17 contains 6358 members 
Mstep: Class 18 contains 9084 members 
Mstep: Class 19 contains 4982 members 
Mstep: Class 20 contains 7493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35878104.000000 Penalty: 35032.816406
Iteration 27Q: 17 clusters Score -3.58781e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 309877 members 
Mstep: Class 2 contains 8579 members 
Mstep: Class 3 contains 85788 members 
Mstep: Class 4 contains 32766 members 
Mstep: Class 5 contains 90667 members 
Mstep: Class 6 contains 69908 members 
Mstep: Class 7 contains 8943 members 
Mstep: Class 10 contains 14087 members 
Mstep: Class 11 contains 29378 members 
Mstep: Class 12 contains 19849 members 
Mstep: Class 14 contains 9187 members 
Mstep: Class 16 contains 3820 members 
Mstep: Class 17 contains 6389 members 
Mstep: Class 18 contains 9047 members 
Mstep: Class 19 contains 5065 members 
Mstep: Class 20 contains 7447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35878584.000000 Penalty: 35032.816406
Iteration 28Q: 17 clusters Score -3.587858e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 310051 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 84871 members 
Mstep: Class 4 contains 32497 members 
Mstep: Class 5 contains 91373 members 
Mstep: Class 6 contains 70125 members 
Mstep: Class 7 contains 8926 members 
Mstep: Class 10 contains 14108 members 
Mstep: Class 11 contains 29538 members 
Mstep: Class 12 contains 19656 members 
Mstep: Class 14 contains 9219 members 
Mstep: Class 16 contains 3882 members 
Mstep: Class 17 contains 6403 members 
Mstep: Class 18 contains 9002 members 
Mstep: Class 19 contains 5116 members 
Mstep: Class 20 contains 7414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35879344.000000 Penalty: 35032.816406
Iteration 29Q: 17 clusters Score -3.587934e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 310206 members 
Mstep: Class 2 contains 8656 members 
Mstep: Class 3 contains 83730 members 
Mstep: Class 4 contains 32266 members 
Mstep: Class 5 contains 92311 members 
Mstep: Class 6 contains 70316 members 
Mstep: Class 7 contains 8909 members 
Mstep: Class 10 contains 14136 members 
Mstep: Class 11 contains 29680 members 
Mstep: Class 12 contains 19481 members 
Mstep: Class 14 contains 9227 members 
Mstep: Class 16 contains 3950 members 
Mstep: Class 17 contains 6413 members 
Mstep: Class 18 contains 8959 members 
Mstep: Class 19 contains 5178 members 
Mstep: Class 20 contains 7380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35880244.000000 Penalty: 35032.816406
Iteration 30Q: 17 clusters Score -3.588024e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 310201 members 
Mstep: Class 2 contains 8718 members 
Mstep: Class 3 contains 82529 members 
Mstep: Class 4 contains 32057 members 
Mstep: Class 5 contains 93402 members 
Mstep: Class 6 contains 70469 members 
Mstep: Class 7 contains 8898 members 
Mstep: Class 10 contains 14166 members 
Mstep: Class 11 contains 29801 members 
Mstep: Class 12 contains 19298 members 
Mstep: Class 14 contains 9247 members 
Mstep: Class 16 contains 4017 members 
Mstep: Class 17 contains 6440 members 
Mstep: Class 18 contains 8942 members 
Mstep: Class 19 contains 5250 members 
Mstep: Class 20 contains 7363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35881436.000000 Penalty: 35032.816406
Iteration 31Q: 17 clusters Score -3.588144e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 310173 members 
Mstep: Class 2 contains 8780 members 
Mstep: Class 3 contains 81277 members 
Mstep: Class 4 contains 31867 members 
Mstep: Class 5 contains 94523 members 
Mstep: Class 6 contains 70633 members 
Mstep: Class 7 contains 8886 members 
Mstep: Class 10 contains 14205 members 
Mstep: Class 11 contains 29935 members 
Mstep: Class 12 contains 19166 members 
Mstep: Class 14 contains 9238 members 
Mstep: Class 16 contains 4076 members 
Mstep: Class 17 contains 6439 members 
Mstep: Class 18 contains 8936 members 
Mstep: Class 19 contains 5320 members 
Mstep: Class 20 contains 7344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35882836.000000 Penalty: 35032.816406
Iteration 32Q: 17 clusters Score -3.588284e+07 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 310113 members 
Mstep: Class 2 contains 8861 members 
Mstep: Class 3 contains 80031 members 
Mstep: Class 4 contains 31693 members 
Mstep: Class 5 contains 95629 members 
Mstep: Class 6 contains 70779 members 
Mstep: Class 7 contains 8887 members 
Mstep: Class 10 contains 14249 members 
Mstep: Class 11 contains 30074 members 
Mstep: Class 12 contains 19057 members 
Mstep: Class 14 contains 9229 members 
Mstep: Class 16 contains 4128 members 
Mstep: Class 17 contains 6431 members 
Mstep: Class 18 contains 8925 members 
Mstep: Class 19 contains 5383 members 
Mstep: Class 20 contains 7329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35884164.000000 Penalty: 35032.816406
Iteration 33Q: 17 clusters Score -3.588416e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 310044 members 
Mstep: Class 2 contains 8945 members 
Mstep: Class 3 contains 78814 members 
Mstep: Class 4 contains 31538 members 
Mstep: Class 5 contains 96611 members 
Mstep: Class 6 contains 70935 members 
Mstep: Class 7 contains 8891 members 
Mstep: Class 10 contains 14290 members 
Mstep: Class 11 contains 30234 members 
Mstep: Class 12 contains 18993 members 
Mstep: Class 14 contains 9226 members 
Mstep: Class 16 contains 4152 members 
Mstep: Class 17 contains 6434 members 
Mstep: Class 18 contains 8938 members 
Mstep: Class 19 contains 5431 members 
Mstep: Class 20 contains 7322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35885140.000000 Penalty: 35032.816406
Iteration 34Q: 17 clusters Score -3.588514e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 309887 members 
Mstep: Class 2 contains 9031 members 
Mstep: Class 3 contains 77770 members 
Mstep: Class 4 contains 31364 members 
Mstep: Class 5 contains 97512 members 
Mstep: Class 6 contains 71078 members 
Mstep: Class 7 contains 8899 members 
Mstep: Class 10 contains 14343 members 
Mstep: Class 11 contains 30396 members 
Mstep: Class 12 contains 18907 members 
Mstep: Class 14 contains 9208 members 
Mstep: Class 16 contains 4206 members 
Mstep: Class 17 contains 6425 members 
Mstep: Class 18 contains 8965 members 
Mstep: Class 19 contains 5487 members 
Mstep: Class 20 contains 7320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35886108.000000 Penalty: 35032.816406
Iteration 35Q: 17 clusters Score -3.588611e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 309718 members 
Mstep: Class 2 contains 9100 members 
Mstep: Class 3 contains 76812 members 
Mstep: Class 4 contains 31173 members 
Mstep: Class 5 contains 98376 members 
Mstep: Class 6 contains 71211 members 
Mstep: Class 7 contains 8891 members 
Mstep: Class 10 contains 14385 members 
Mstep: Class 11 contains 30556 members 
Mstep: Class 12 contains 18836 members 
Mstep: Class 14 contains 9196 members 
Mstep: Class 16 contains 4292 members 
Mstep: Class 17 contains 6412 members 
Mstep: Class 18 contains 8978 members 
Mstep: Class 19 contains 5543 members 
Mstep: Class 20 contains 7319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35886800.000000 Penalty: 35032.816406
Iteration 36Q: 17 clusters Score -3.58868e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 309595 members 
Mstep: Class 2 contains 9177 members 
Mstep: Class 3 contains 75947 members 
Mstep: Class 4 contains 30998 members 
Mstep: Class 5 contains 99090 members 
Mstep: Class 6 contains 71346 members 
Mstep: Class 7 contains 8878 members 
Mstep: Class 10 contains 14434 members 
Mstep: Class 11 contains 30717 members 
Mstep: Class 12 contains 18776 members 
Mstep: Class 14 contains 9197 members 
Mstep: Class 16 contains 4359 members 
Mstep: Class 17 contains 6385 members 
Mstep: Class 18 contains 8990 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 7316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35887744.000000 Penalty: 35032.816406
Iteration 37Q: 17 clusters Score -3.588774e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 309492 members 
Mstep: Class 2 contains 9242 members 
Mstep: Class 3 contains 75196 members 
Mstep: Class 4 contains 30882 members 
Mstep: Class 5 contains 99720 members 
Mstep: Class 6 contains 71400 members 
Mstep: Class 7 contains 8850 members 
Mstep: Class 10 contains 14472 members 
Mstep: Class 11 contains 30858 members 
Mstep: Class 12 contains 18685 members 
Mstep: Class 14 contains 9191 members 
Mstep: Class 16 contains 4458 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 18 contains 9015 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 7301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35888388.000000 Penalty: 35032.816406
Iteration 38Q: 17 clusters Score -3.588839e+07 nChanged 2073
Entering ConstructFrom: 
Score: -35888388.000000 Penalty: 35032.816406
Entering ConstructFrom: 
Trying to split cluster 1 (309378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309378 members 
Entering Unmasked Estep 
Score: -16452734.000000 Penalty: 2054.376709
	Iteration 0F: 2 clusters Score -1.645273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154778 members 
Mstep: Class 2 contains 154600 members 
Entering Unmasked Estep 
Score: -16243992.000000 Penalty: 4108.753418
	Iteration 0F: 3 clusters Score -1.624399e+07 nChanged 151034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150874 members 
Mstep: Class 2 contains 158504 members 
Entering Unmasked Estep 
Score: -16335522.000000 Penalty: 4108.753418
	Iteration 1F: 3 clusters Score -1.633552e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148681 members 
Mstep: Class 2 contains 160697 members 
Entering Unmasked Estep 
Score: -16337524.000000 Penalty: 4108.753418
	Iteration 2Q: 3 clusters Score -1.633752e+07 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145518 members 
Mstep: Class 2 contains 163860 members 
Entering Unmasked Estep 
Score: -16340098.000000 Penalty: 4108.753418
	Iteration 3Q: 3 clusters Score -1.63401e+07 nChanged 11199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141033 members 
Mstep: Class 2 contains 168345 members 
Entering Unmasked Estep 
Score: -16343659.000000 Penalty: 4108.753418
	Iteration 4Q: 3 clusters Score -1.634366e+07 nChanged 12623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134804 members 
Mstep: Class 2 contains 174574 members 
Entering Unmasked Estep 
Score: -16347702.000000 Penalty: 4108.753418
	Iteration 5Q: 3 clusters Score -1.63477e+07 nChanged 14227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126141 members 
Mstep: Class 2 contains 183237 members 
Entering Unmasked Estep 
Score: -16353306.000000 Penalty: 4108.753418
	Iteration 6Q: 3 clusters Score -1.635331e+07 nChanged 15911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114592 members 
Mstep: Class 2 contains 194786 members 
Entering Unmasked Estep 
Score: -16360743.000000 Penalty: 4108.753418
	Iteration 7F: 3 clusters Score -1.636074e+07 nChanged 17838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99442 members 
Mstep: Class 2 contains 209936 members 
Entering Unmasked Estep 
Score: -16370532.000000 Penalty: 4108.753418
	Iteration 8F: 3 clusters Score -1.637053e+07 nChanged 19759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80995 members 
Mstep: Class 2 contains 228383 members 
Entering Unmasked Estep 
Score: -16383600.000000 Penalty: 4108.753418
	Iteration 9F: 3 clusters Score -1.63836e+07 nChanged 20976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 248949 members 
Entering Unmasked Estep 
Score: -16399540.000000 Penalty: 4108.753418
	Iteration 10F: 3 clusters Score -1.639954e+07 nChanged 20222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 269105 members 
Entering Unmasked Estep 
Score: -16416958.000000 Penalty: 4108.753418
	Iteration 11F: 3 clusters Score -1.641696e+07 nChanged 16544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 285635 members 
Entering Unmasked Estep 
Score: -16431407.000000 Penalty: 4108.753418
	Iteration 12F: 3 clusters Score -1.643141e+07 nChanged 11092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 296723 members 
Entering Unmasked Estep 
Score: -16441167.000000 Penalty: 4108.753418
	Iteration 13Q: 3 clusters Score -1.644117e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 303050 members 
Entering Unmasked Estep 
Score: -16446388.000000 Penalty: 4108.753418
	Iteration 14Q: 3 clusters Score -1.644639e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 306337 members 
Entering Unmasked Estep 
Score: -16448993.000000 Penalty: 4108.753418
	Iteration 15Q: 3 clusters Score -1.644899e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 307891 members 
Entering Unmasked Estep 
Score: -16450199.000000 Penalty: 4108.753418
	Iteration 16Q: 3 clusters Score -1.64502e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 308535 members 
Entering Unmasked Estep 
Score: -16450632.000000 Penalty: 4108.753418
	Iteration 17Q: 3 clusters Score -1.645063e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 308803 members 
Entering Unmasked Estep 
Score: -16450787.000000 Penalty: 4108.753418
	Iteration 18Q: 3 clusters Score -1.645079e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 308921 members 
Entering Unmasked Estep 
Score: -16450868.000000 Penalty: 4108.753418
	Iteration 19Q: 3 clusters Score -1.645087e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 308988 members 
Entering Unmasked Estep 
Score: -16450901.000000 Penalty: 4108.753418
	Iteration 20F: 3 clusters Score -1.64509e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 309013 members 
Entering Unmasked Estep 
Score: -16450933.000000 Penalty: 4108.753418
	Iteration 21Q: 3 clusters Score -1.645093e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 309040 members 
Entering Unmasked Estep 
Score: -16450964.000000 Penalty: 4108.753418
	Iteration 22Q: 3 clusters Score -1.645096e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 309054 members 
Entering Unmasked Estep 
Score: -16450975.000000 Penalty: 4108.753418
	Iteration 23Q: 3 clusters Score -1.645098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 309064 members 
Entering Unmasked Estep 
Score: -16451005.000000 Penalty: 4108.753418
	Iteration 24Q: 3 clusters Score -1.6451e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 309070 members 
Entering Unmasked Estep 
Score: -16451026.000000 Penalty: 4108.753418
	Iteration 25Q: 3 clusters Score -1.645103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 309073 members 
Entering Unmasked Estep 
Score: -16451035.000000 Penalty: 4108.753418
	Iteration 26Q: 3 clusters Score -1.645104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 309076 members 
Entering Unmasked Estep 
Score: -16451040.000000 Penalty: 4108.753418
	Iteration 27Q: 3 clusters Score -1.645104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 309080 members 
Entering Unmasked Estep 
Score: -16451034.000000 Penalty: 4108.753418
	Iteration 28Q: 3 clusters Score -1.645103e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 309081 members 
Entering Unmasked Estep 
Score: -16451043.000000 Penalty: 4108.753418
	Iteration 29Q: 3 clusters Score -1.645104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 309083 members 
Entering Unmasked Estep 
Score: -16451057.000000 Penalty: 4108.753418
	Iteration 30Q: 3 clusters Score -1.645106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 309081 members 
Entering Unmasked Estep 
Score: -16451065.000000 Penalty: 4108.753418
	Iteration 31Q: 3 clusters Score -1.645106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 309080 members 
Entering Unmasked Estep 
Score: -16451060.000000 Penalty: 4108.753418
	Iteration 32Q: 3 clusters Score -1.645106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 309078 members 
Entering Unmasked Estep 
Score: -16451069.000000 Penalty: 4108.753418
	Iteration 33Q: 3 clusters Score -1.645107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 309077 members 
Entering Unmasked Estep 
Score: -16451073.000000 Penalty: 4108.753418
	Iteration 34Q: 3 clusters Score -1.645107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 309077 members 
Entering Unmasked Estep 
Score: -16451073.000000 Penalty: 4108.753418
	Iteration 35F: 3 clusters Score -1.645107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Entering Unmasked Estep 
Score: -465421.218750 Penalty: 1484.660278
	Iteration 0F: 2 clusters Score -465421.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -458744.312500 Penalty: 2969.320557
	Iteration 0F: 3 clusters Score -458744.3 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -460873.625000 Penalty: 2969.320557
	Iteration 1F: 3 clusters Score -460873.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -461138.843750 Penalty: 2969.320557
	Iteration 2F: 3 clusters Score -461138.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -461398.812500 Penalty: 2969.320557
	Iteration 3F: 3 clusters Score -461398.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -461739.031250 Penalty: 2969.320557
	Iteration 4Q: 3 clusters Score -461739 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -462083.968750 Penalty: 2969.320557
	Iteration 5F: 3 clusters Score -462084 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -462401.000000 Penalty: 2969.320557
	Iteration 6F: 3 clusters Score -462401 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -462742.562500 Penalty: 2969.320557
	Iteration 7F: 3 clusters Score -462742.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -463096.281250 Penalty: 2969.320557
	Iteration 8F: 3 clusters Score -463096.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -463494.531250 Penalty: 2969.320557
	Iteration 9F: 3 clusters Score -463494.5 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -463876.375000 Penalty: 2969.320557
	Iteration 10F: 3 clusters Score -463876.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -464181.500000 Penalty: 2969.320557
	Iteration 11Q: 3 clusters Score -464181.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -464439.093750 Penalty: 2969.320557
	Iteration 12Q: 3 clusters Score -464439.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -464622.875000 Penalty: 2969.320557
	Iteration 13Q: 3 clusters Score -464622.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -464747.937500 Penalty: 2969.320557
	Iteration 14Q: 3 clusters Score -464747.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -464827.593750 Penalty: 2969.320557
	Iteration 15Q: 3 clusters Score -464827.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -464899.593750 Penalty: 2969.320557
	Iteration 16Q: 3 clusters Score -464899.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -464948.312500 Penalty: 2969.320557
	Iteration 17Q: 3 clusters Score -464948.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -464982.468750 Penalty: 2969.320557
	Iteration 18Q: 3 clusters Score -464982.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -465006.312500 Penalty: 2969.320557
	Iteration 19Q: 3 clusters Score -465006.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -465022.812500 Penalty: 2969.320557
	Iteration 20F: 3 clusters Score -465022.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -465033.500000 Penalty: 2969.320557
	Iteration 21Q: 3 clusters Score -465033.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -465043.843750 Penalty: 2969.320557
	Iteration 22Q: 3 clusters Score -465043.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -465049.812500 Penalty: 2969.320557
	Iteration 23Q: 3 clusters Score -465049.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -465055.781250 Penalty: 2969.320557
	Iteration 24Q: 3 clusters Score -465055.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -465061.531250 Penalty: 2969.320557
	Iteration 25Q: 3 clusters Score -465061.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -465064.437500 Penalty: 2969.320557
	Iteration 26Q: 3 clusters Score -465064.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -465068.312500 Penalty: 2969.320557
	Iteration 27Q: 3 clusters Score -465068.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -465068.718750 Penalty: 2969.320557
	Iteration 28Q: 3 clusters Score -465068.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -465072.468750 Penalty: 2969.320557
	Iteration 29Q: 3 clusters Score -465072.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -465076.312500 Penalty: 2969.320557
	Iteration 30Q: 3 clusters Score -465076.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -465076.531250 Penalty: 2969.320557
	Iteration 31Q: 3 clusters Score -465076.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -465078.812500 Penalty: 2969.320557
	Iteration 32Q: 3 clusters Score -465078.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -465080.593750 Penalty: 2969.320557
	Iteration 33Q: 3 clusters Score -465080.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -465083.218750 Penalty: 2969.320557
	Iteration 34Q: 3 clusters Score -465083.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -465084.343750 Penalty: 2969.320557
	Iteration 35Q: 3 clusters Score -465084.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -465085.125000 Penalty: 2969.320557
	Iteration 36Q: 3 clusters Score -465085.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -465087.156250 Penalty: 2969.320557
	Iteration 37Q: 3 clusters Score -465087.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -465088.906250 Penalty: 2969.320557
	Iteration 38Q: 3 clusters Score -465088.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -465089.406250 Penalty: 2969.320557
	Iteration 39Q: 3 clusters Score -465089.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -465091.156250 Penalty: 2969.320557
	Iteration 40F: 3 clusters Score -465091.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -465091.781250 Penalty: 2969.320557
	Iteration 41Q: 3 clusters Score -465091.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -465092.281250 Penalty: 2969.320557
	Iteration 42Q: 3 clusters Score -465092.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -465092.281250 Penalty: 2969.320557
	Iteration 43F: 3 clusters Score -465092.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (74547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74547 members 
Entering Unmasked Estep 
Score: -3980802.000000 Penalty: 1823.117554
	Iteration 0F: 2 clusters Score -3980802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -3930898.000000 Penalty: 3646.235107
	Iteration 0F: 3 clusters Score -3930898 nChanged 35460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -3951239.500000 Penalty: 3646.235107
	Iteration 1F: 3 clusters Score -3951240 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -3952016.750000 Penalty: 3646.235107
	Iteration 2Q: 3 clusters Score -3952017 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -3952930.250000 Penalty: 3646.235107
	Iteration 3Q: 3 clusters Score -3952930 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -3954067.250000 Penalty: 3646.235107
	Iteration 4Q: 3 clusters Score -3954067 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -3955785.000000 Penalty: 3646.235107
	Iteration 5Q: 3 clusters Score -3955785 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -3958135.000000 Penalty: 3646.235107
	Iteration 6F: 3 clusters Score -3958135 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53159 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -3961406.500000 Penalty: 3646.235107
	Iteration 7F: 3 clusters Score -3961406 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57890 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -3965353.000000 Penalty: 3646.235107
	Iteration 8F: 3 clusters Score -3965353 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62420 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -3969384.000000 Penalty: 3646.235107
	Iteration 9F: 3 clusters Score -3969384 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66205 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -3972765.750000 Penalty: 3646.235107
	Iteration 10F: 3 clusters Score -3972766 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68964 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -3975162.000000 Penalty: 3646.235107
	Iteration 11Q: 3 clusters Score -3975162 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70784 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -3976686.000000 Penalty: 3646.235107
	Iteration 12Q: 3 clusters Score -3976686 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72024 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3977620.000000 Penalty: 3646.235107
	Iteration 13Q: 3 clusters Score -3977620 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72863 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3978257.750000 Penalty: 3646.235107
	Iteration 14Q: 3 clusters Score -3978258 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73365 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3978615.750000 Penalty: 3646.235107
	Iteration 15Q: 3 clusters Score -3978616 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73668 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3978846.750000 Penalty: 3646.235107
	Iteration 16Q: 3 clusters Score -3978847 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73846 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3978992.500000 Penalty: 3646.235107
	Iteration 17Q: 3 clusters Score -3978992 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73961 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3979075.250000 Penalty: 3646.235107
	Iteration 18Q: 3 clusters Score -3979075 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74021 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3979125.250000 Penalty: 3646.235107
	Iteration 19Q: 3 clusters Score -3979125 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74065 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3979168.750000 Penalty: 3646.235107
	Iteration 20F: 3 clusters Score -3979169 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74094 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3979203.250000 Penalty: 3646.235107
	Iteration 21Q: 3 clusters Score -3979203 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74118 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3979211.750000 Penalty: 3646.235107
	Iteration 22Q: 3 clusters Score -3979212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74130 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3979217.500000 Penalty: 3646.235107
	Iteration 23Q: 3 clusters Score -3979218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3979221.000000 Penalty: 3646.235107
	Iteration 24Q: 3 clusters Score -3979221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74135 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3979223.250000 Penalty: 3646.235107
	Iteration 25Q: 3 clusters Score -3979223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74138 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3979225.250000 Penalty: 3646.235107
	Iteration 26Q: 3 clusters Score -3979225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74140 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3979227.000000 Penalty: 3646.235107
	Iteration 27Q: 3 clusters Score -3979227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74142 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3979225.000000 Penalty: 3646.235107
	Iteration 28Q: 3 clusters Score -3979225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74145 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3979225.000000 Penalty: 3646.235107
	Iteration 29Q: 3 clusters Score -3979225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74147 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3979227.250000 Penalty: 3646.235107
	Iteration 30Q: 3 clusters Score -3979227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74148 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3979228.000000 Penalty: 3646.235107
	Iteration 31Q: 3 clusters Score -3979228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3979226.500000 Penalty: 3646.235107
	Iteration 32Q: 3 clusters Score -3979226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74150 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3979229.750000 Penalty: 3646.235107
	Iteration 33Q: 3 clusters Score -3979230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74152 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3979230.500000 Penalty: 3646.235107
	Iteration 34Q: 3 clusters Score -3979230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74154 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3979234.750000 Penalty: 3646.235107
	Iteration 35Q: 3 clusters Score -3979235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74158 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3979238.250000 Penalty: 3646.235107
	Iteration 36Q: 3 clusters Score -3979238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74158 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3979242.750000 Penalty: 3646.235107
	Iteration 37Q: 3 clusters Score -3979243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74161 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3979246.000000 Penalty: 3646.235107
	Iteration 38Q: 3 clusters Score -3979246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74162 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3979244.500000 Penalty: 3646.235107
	Iteration 39Q: 3 clusters Score -3979244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74162 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3979242.750000 Penalty: 3646.235107
	Iteration 40F: 3 clusters Score -3979243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Entering Unmasked Estep 
Score: -1601084.500000 Penalty: 1679.486572
	Iteration 0F: 2 clusters Score -1601084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1580323.875000 Penalty: 3358.973145
	Iteration 0F: 3 clusters Score -1580324 nChanged 14257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -1588226.250000 Penalty: 3358.973145
	Iteration 1F: 3 clusters Score -1588226 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -1588680.250000 Penalty: 3358.973145
	Iteration 2Q: 3 clusters Score -1588680 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -1589310.625000 Penalty: 3358.973145
	Iteration 3Q: 3 clusters Score -1589311 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -1590190.125000 Penalty: 3358.973145
	Iteration 4Q: 3 clusters Score -1590190 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -1591419.750000 Penalty: 3358.973145
	Iteration 5F: 3 clusters Score -1591420 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -1592902.625000 Penalty: 3358.973145
	Iteration 6F: 3 clusters Score -1592903 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -1594308.250000 Penalty: 3358.973145
	Iteration 7F: 3 clusters Score -1594308 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -1595423.750000 Penalty: 3358.973145
	Iteration 8F: 3 clusters Score -1595424 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -1596222.750000 Penalty: 3358.973145
	Iteration 9Q: 3 clusters Score -1596223 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -1596813.500000 Penalty: 3358.973145
	Iteration 10Q: 3 clusters Score -1596814 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -1597277.875000 Penalty: 3358.973145
	Iteration 11Q: 3 clusters Score -1597278 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -1597685.625000 Penalty: 3358.973145
	Iteration 12Q: 3 clusters Score -1597686 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -1598029.750000 Penalty: 3358.973145
	Iteration 13Q: 3 clusters Score -1598030 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -1598301.625000 Penalty: 3358.973145
	Iteration 14Q: 3 clusters Score -1598302 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -1598532.000000 Penalty: 3358.973145
	Iteration 15Q: 3 clusters Score -1598532 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -1598698.000000 Penalty: 3358.973145
	Iteration 16Q: 3 clusters Score -1598698 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -1598857.125000 Penalty: 3358.973145
	Iteration 17Q: 3 clusters Score -1598857 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -1598998.375000 Penalty: 3358.973145
	Iteration 18Q: 3 clusters Score -1598998 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -1599091.375000 Penalty: 3358.973145
	Iteration 19Q: 3 clusters Score -1599091 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -1599188.625000 Penalty: 3358.973145
	Iteration 20F: 3 clusters Score -1599189 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -1599270.500000 Penalty: 3358.973145
	Iteration 21Q: 3 clusters Score -1599270 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -1599341.000000 Penalty: 3358.973145
	Iteration 22Q: 3 clusters Score -1599341 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -1599403.500000 Penalty: 3358.973145
	Iteration 23Q: 3 clusters Score -1599404 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -1599440.625000 Penalty: 3358.973145
	Iteration 24Q: 3 clusters Score -1599441 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -1599465.000000 Penalty: 3358.973145
	Iteration 25Q: 3 clusters Score -1599465 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -1599491.375000 Penalty: 3358.973145
	Iteration 26Q: 3 clusters Score -1599491 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -1599509.125000 Penalty: 3358.973145
	Iteration 27Q: 3 clusters Score -1599509 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -1599531.000000 Penalty: 3358.973145
	Iteration 28Q: 3 clusters Score -1599531 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -1599541.250000 Penalty: 3358.973145
	Iteration 29Q: 3 clusters Score -1599541 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -1599563.125000 Penalty: 3358.973145
	Iteration 30Q: 3 clusters Score -1599563 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -1599581.250000 Penalty: 3358.973145
	Iteration 31Q: 3 clusters Score -1599581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -1599596.375000 Penalty: 3358.973145
	Iteration 32Q: 3 clusters Score -1599596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -1599605.250000 Penalty: 3358.973145
	Iteration 33Q: 3 clusters Score -1599605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -1599613.375000 Penalty: 3358.973145
	Iteration 34Q: 3 clusters Score -1599613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -1599627.000000 Penalty: 3358.973145
	Iteration 35Q: 3 clusters Score -1599627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -1599635.625000 Penalty: 3358.973145
	Iteration 36Q: 3 clusters Score -1599636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -1599646.375000 Penalty: 3358.973145
	Iteration 37Q: 3 clusters Score -1599646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -1599653.500000 Penalty: 3358.973145
	Iteration 38Q: 3 clusters Score -1599654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -1599662.000000 Penalty: 3358.973145
	Iteration 39Q: 3 clusters Score -1599662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -1599671.500000 Penalty: 3358.973145
	Iteration 40F: 3 clusters Score -1599672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -1599674.250000 Penalty: 3358.973145
	Iteration 41Q: 3 clusters Score -1599674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -1599680.250000 Penalty: 3358.973145
	Iteration 42Q: 3 clusters Score -1599680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -1599685.500000 Penalty: 3358.973145
	Iteration 43Q: 3 clusters Score -1599686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -1599692.500000 Penalty: 3358.973145
	Iteration 44Q: 3 clusters Score -1599692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -1599694.750000 Penalty: 3358.973145
	Iteration 45Q: 3 clusters Score -1599695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -1599700.750000 Penalty: 3358.973145
	Iteration 46Q: 3 clusters Score -1599701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -1599704.875000 Penalty: 3358.973145
	Iteration 47Q: 3 clusters Score -1599705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -1599708.750000 Penalty: 3358.973145
	Iteration 48Q: 3 clusters Score -1599709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -1599711.375000 Penalty: 3358.973145
	Iteration 49Q: 3 clusters Score -1599711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -1599711.750000 Penalty: 3358.973145
	Iteration 50Q: 3 clusters Score -1599712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -1599715.375000 Penalty: 3358.973145
	Iteration 51Q: 3 clusters Score -1599715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -1599716.125000 Penalty: 3358.973145
	Iteration 52Q: 3 clusters Score -1599716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -1599717.500000 Penalty: 3358.973145
	Iteration 53Q: 3 clusters Score -1599718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -1599719.125000 Penalty: 3358.973145
	Iteration 54Q: 3 clusters Score -1599719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -1599723.875000 Penalty: 3358.973145
	Iteration 55Q: 3 clusters Score -1599724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -1599726.875000 Penalty: 3358.973145
	Iteration 56Q: 3 clusters Score -1599727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -1599727.500000 Penalty: 3358.973145
	Iteration 57Q: 3 clusters Score -1599728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -1599728.375000 Penalty: 3358.973145
	Iteration 58Q: 3 clusters Score -1599728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -1599731.250000 Penalty: 3358.973145
	Iteration 59Q: 3 clusters Score -1599731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -1599733.875000 Penalty: 3358.973145
	Iteration 60F: 3 clusters Score -1599734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -1599735.500000 Penalty: 3358.973145
	Iteration 61Q: 3 clusters Score -1599736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -1599739.000000 Penalty: 3358.973145
	Iteration 62Q: 3 clusters Score -1599739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -1599740.875000 Penalty: 3358.973145
	Iteration 63Q: 3 clusters Score -1599741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -1599744.750000 Penalty: 3358.973145
	Iteration 64Q: 3 clusters Score -1599745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -1599747.375000 Penalty: 3358.973145
	Iteration 65Q: 3 clusters Score -1599747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -1599749.875000 Penalty: 3358.973145
	Iteration 66Q: 3 clusters Score -1599750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -1599751.750000 Penalty: 3358.973145
	Iteration 67Q: 3 clusters Score -1599752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -1599749.250000 Penalty: 3358.973145
	Iteration 68Q: 3 clusters Score -1599749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -1599751.625000 Penalty: 3358.973145
	Iteration 69Q: 3 clusters Score -1599752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -1599754.375000 Penalty: 3358.973145
	Iteration 70Q: 3 clusters Score -1599754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -1599754.125000 Penalty: 3358.973145
	Iteration 71Q: 3 clusters Score -1599754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -1599756.750000 Penalty: 3358.973145
	Iteration 72Q: 3 clusters Score -1599757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -1599759.375000 Penalty: 3358.973145
	Iteration 73Q: 3 clusters Score -1599759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -1599761.375000 Penalty: 3358.973145
	Iteration 74Q: 3 clusters Score -1599761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -1599760.750000 Penalty: 3358.973145
	Iteration 75Q: 3 clusters Score -1599761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -1599761.625000 Penalty: 3358.973145
	Iteration 76Q: 3 clusters Score -1599762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -1599763.625000 Penalty: 3358.973145
	Iteration 77Q: 3 clusters Score -1599764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -1599768.875000 Penalty: 3358.973145
	Iteration 78Q: 3 clusters Score -1599769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -1599772.500000 Penalty: 3358.973145
	Iteration 79Q: 3 clusters Score -1599772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -1599774.125000 Penalty: 3358.973145
	Iteration 80F: 3 clusters Score -1599774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -1599777.250000 Penalty: 3358.973145
	Iteration 81Q: 3 clusters Score -1599777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -1599777.250000 Penalty: 3358.973145
	Iteration 82F: 3 clusters Score -1599777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (100255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100255 members 
Entering Unmasked Estep 
Score: -5310795.000000 Penalty: 1871.264282
	Iteration 0F: 2 clusters Score -5310795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -5243761.500000 Penalty: 3742.528564
	Iteration 0F: 3 clusters Score -5243762 nChanged 47970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -5272317.000000 Penalty: 3742.528564
	Iteration 1F: 3 clusters Score -5272317 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50592 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -5273860.000000 Penalty: 3742.528564
	Iteration 2Q: 3 clusters Score -5273860 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50766 members 
Mstep: Class 2 contains 49489 members 
Entering Unmasked Estep 
Score: -5275832.000000 Penalty: 3742.528564
	Iteration 3Q: 3 clusters Score -5275832 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50960 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -5278435.000000 Penalty: 3742.528564
	Iteration 4F: 3 clusters Score -5278435 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 49206 members 
Entering Unmasked Estep 
Score: -5281731.500000 Penalty: 3742.528564
	Iteration 5F: 3 clusters Score -5281732 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51335 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -5286030.000000 Penalty: 3742.528564
	Iteration 6F: 3 clusters Score -5286030 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51773 members 
Mstep: Class 2 contains 48482 members 
Entering Unmasked Estep 
Score: -5291032.000000 Penalty: 3742.528564
	Iteration 7F: 3 clusters Score -5291032 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -5295338.500000 Penalty: 3742.528564
	Iteration 8F: 3 clusters Score -5295338 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52874 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -5297851.500000 Penalty: 3742.528564
	Iteration 9Q: 3 clusters Score -5297852 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53464 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -5299232.000000 Penalty: 3742.528564
	Iteration 10Q: 3 clusters Score -5299232 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54076 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -5300166.500000 Penalty: 3742.528564
	Iteration 11Q: 3 clusters Score -5300166 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54668 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -5300786.000000 Penalty: 3742.528564
	Iteration 12Q: 3 clusters Score -5300786 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55380 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -5301371.000000 Penalty: 3742.528564
	Iteration 13Q: 3 clusters Score -5301371 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -5301846.500000 Penalty: 3742.528564
	Iteration 14Q: 3 clusters Score -5301846 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57176 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -5302293.500000 Penalty: 3742.528564
	Iteration 15Q: 3 clusters Score -5302294 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58138 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -5302632.500000 Penalty: 3742.528564
	Iteration 16Q: 3 clusters Score -5302632 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59119 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -5303005.500000 Penalty: 3742.528564
	Iteration 17Q: 3 clusters Score -5303006 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60188 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -5303334.000000 Penalty: 3742.528564
	Iteration 18Q: 3 clusters Score -5303334 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61309 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -5303698.500000 Penalty: 3742.528564
	Iteration 19Q: 3 clusters Score -5303698 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62481 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -5304066.000000 Penalty: 3742.528564
	Iteration 20F: 3 clusters Score -5304066 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63621 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -5304386.000000 Penalty: 3742.528564
	Iteration 21Q: 3 clusters Score -5304386 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64785 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -5304685.000000 Penalty: 3742.528564
	Iteration 22Q: 3 clusters Score -5304685 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65954 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -5304951.500000 Penalty: 3742.528564
	Iteration 23Q: 3 clusters Score -5304952 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67086 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -5305163.000000 Penalty: 3742.528564
	Iteration 24Q: 3 clusters Score -5305163 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68247 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -5305451.000000 Penalty: 3742.528564
	Iteration 25Q: 3 clusters Score -5305451 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69407 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -5305679.000000 Penalty: 3742.528564
	Iteration 26Q: 3 clusters Score -5305679 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70565 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -5305970.500000 Penalty: 3742.528564
	Iteration 27Q: 3 clusters Score -5305970 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71687 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -5306205.000000 Penalty: 3742.528564
	Iteration 28Q: 3 clusters Score -5306205 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72755 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -5306432.500000 Penalty: 3742.528564
	Iteration 29Q: 3 clusters Score -5306432 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73807 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -5306662.500000 Penalty: 3742.528564
	Iteration 30Q: 3 clusters Score -5306662 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74918 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -5306903.500000 Penalty: 3742.528564
	Iteration 31Q: 3 clusters Score -5306904 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76024 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -5307192.000000 Penalty: 3742.528564
	Iteration 32Q: 3 clusters Score -5307192 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77095 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -5307399.500000 Penalty: 3742.528564
	Iteration 33Q: 3 clusters Score -5307400 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78084 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -5307624.500000 Penalty: 3742.528564
	Iteration 34Q: 3 clusters Score -5307624 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79007 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -5307843.000000 Penalty: 3742.528564
	Iteration 35Q: 3 clusters Score -5307843 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79856 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -5308027.000000 Penalty: 3742.528564
	Iteration 36Q: 3 clusters Score -5308027 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80670 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -5308176.500000 Penalty: 3742.528564
	Iteration 37Q: 3 clusters Score -5308176 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81457 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -5308342.500000 Penalty: 3742.528564
	Iteration 38Q: 3 clusters Score -5308342 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82224 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -5308548.000000 Penalty: 3742.528564
	Iteration 39Q: 3 clusters Score -5308548 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82966 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -5308695.000000 Penalty: 3742.528564
	Iteration 40F: 3 clusters Score -5308695 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83671 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -5308856.000000 Penalty: 3742.528564
	Iteration 41Q: 3 clusters Score -5308856 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84344 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -5308980.500000 Penalty: 3742.528564
	Iteration 42Q: 3 clusters Score -5308980 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85006 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -5309162.000000 Penalty: 3742.528564
	Iteration 43Q: 3 clusters Score -5309162 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85629 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -5309292.000000 Penalty: 3742.528564
	Iteration 44Q: 3 clusters Score -5309292 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86192 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -5309423.500000 Penalty: 3742.528564
	Iteration 45Q: 3 clusters Score -5309424 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86728 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -5309545.000000 Penalty: 3742.528564
	Iteration 46Q: 3 clusters Score -5309545 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87213 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -5309668.500000 Penalty: 3742.528564
	Iteration 47Q: 3 clusters Score -5309668 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87683 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -5309724.500000 Penalty: 3742.528564
	Iteration 48Q: 3 clusters Score -5309724 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88140 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -5309773.000000 Penalty: 3742.528564
	Iteration 49Q: 3 clusters Score -5309773 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88559 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -5309846.500000 Penalty: 3742.528564
	Iteration 50Q: 3 clusters Score -5309846 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88946 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -5309899.500000 Penalty: 3742.528564
	Iteration 51Q: 3 clusters Score -5309900 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89298 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -5309948.500000 Penalty: 3742.528564
	Iteration 52Q: 3 clusters Score -5309948 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89619 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -5309979.000000 Penalty: 3742.528564
	Iteration 53Q: 3 clusters Score -5309979 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89889 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -5310005.500000 Penalty: 3742.528564
	Iteration 54Q: 3 clusters Score -5310006 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90112 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -5310053.500000 Penalty: 3742.528564
	Iteration 55Q: 3 clusters Score -5310054 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90323 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -5310051.000000 Penalty: 3742.528564
	Iteration 56Q: 3 clusters Score -5310051 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90514 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -5310072.000000 Penalty: 3742.528564
	Iteration 57Q: 3 clusters Score -5310072 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90711 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -5310124.000000 Penalty: 3742.528564
	Iteration 58Q: 3 clusters Score -5310124 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90911 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -5310148.000000 Penalty: 3742.528564
	Iteration 59Q: 3 clusters Score -5310148 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91090 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -5310160.500000 Penalty: 3742.528564
	Iteration 60F: 3 clusters Score -5310160 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91275 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -5310180.500000 Penalty: 3742.528564
	Iteration 61Q: 3 clusters Score -5310180 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91453 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -5310192.000000 Penalty: 3742.528564
	Iteration 62Q: 3 clusters Score -5310192 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91615 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -5310232.500000 Penalty: 3742.528564
	Iteration 63Q: 3 clusters Score -5310232 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91775 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -5310264.500000 Penalty: 3742.528564
	Iteration 64Q: 3 clusters Score -5310264 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91935 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -5310271.000000 Penalty: 3742.528564
	Iteration 65Q: 3 clusters Score -5310271 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92092 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -5310320.500000 Penalty: 3742.528564
	Iteration 66Q: 3 clusters Score -5310320 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92232 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -5310333.500000 Penalty: 3742.528564
	Iteration 67Q: 3 clusters Score -5310334 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92385 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -5310360.000000 Penalty: 3742.528564
	Iteration 68Q: 3 clusters Score -5310360 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92512 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -5310373.500000 Penalty: 3742.528564
	Iteration 69Q: 3 clusters Score -5310374 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92625 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -5310404.500000 Penalty: 3742.528564
	Iteration 70Q: 3 clusters Score -5310404 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92743 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5310410 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92871 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -5310407.000000 Penalty: 3742.528564
	Iteration 72Q: 3 clusters Score -5310407 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92983 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -5310434.000000 Penalty: 3742.528564
	Iteration 73Q: 3 clusters Score -5310434 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93102 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -5310450.500000 Penalty: 3742.528564
	Iteration 74Q: 3 clusters Score -5310450 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93250 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5310492 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93405 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5310556 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93549 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5310581 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93690 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5310638 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93837 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5310733 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94006 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5310852 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94200 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5311044 nChanged 380
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94364 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5311316 nChanged 433
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94461 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5311551 nChanged 396
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94485 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5311737 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94452 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5311837 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94361 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -5311905.000000 Penalty: 3742.528564
	Iteration 86Q: 3 clusters Score -5311905 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94259 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -5311963.500000 Penalty: 3742.528564
	Iteration 87Q: 3 clusters Score -5311964 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94153 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -5311958.500000 Penalty: 3742.528564
	Iteration 88Q: 3 clusters Score -5311958 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94051 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -5312005.500000 Penalty: 3742.528564
	Iteration 89Q: 3 clusters Score -5312006 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93956 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -5312024.500000 Penalty: 3742.528564
	Iteration 90Q: 3 clusters Score -5312024 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93873 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -5312041.000000 Penalty: 3742.528564
	Iteration 91Q: 3 clusters Score -5312041 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93806 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -5312080.500000 Penalty: 3742.528564
	Iteration 92Q: 3 clusters Score -5312080 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93753 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -5312071.000000 Penalty: 3742.528564
	Iteration 93Q: 3 clusters Score -5312071 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93703 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -5312061.000000 Penalty: 3742.528564
	Iteration 94Q: 3 clusters Score -5312061 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93663 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -5312067.000000 Penalty: 3742.528564
	Iteration 95Q: 3 clusters Score -5312067 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93633 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -5312072.500000 Penalty: 3742.528564
	Iteration 96Q: 3 clusters Score -5312072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93608 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -5312062.500000 Penalty: 3742.528564
	Iteration 97Q: 3 clusters Score -5312062 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93580 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -5312065.000000 Penalty: 3742.528564
	Iteration 98Q: 3 clusters Score -5312065 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93557 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -5312075.500000 Penalty: 3742.528564
	Iteration 99Q: 3 clusters Score -5312076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93535 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -5312086.000000 Penalty: 3742.528564
	Iteration 100F: 3 clusters Score -5312086 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93505 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5312086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93485 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -5312084.000000 Penalty: 3742.528564
	Iteration 102Q: 3 clusters Score -5312084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93453 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -5312079.500000 Penalty: 3742.528564
	Iteration 103Q: 3 clusters Score -5312080 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93426 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5312072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93402 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5312084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93389 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -5312078.000000 Penalty: 3742.528564
	Iteration 106Q: 3 clusters Score -5312078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93374 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5312084 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93356 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5312086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93345 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5312084 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93335 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5312078 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93325 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5312086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93313 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5312088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93297 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -5312089.500000 Penalty: 3742.528564
	Iteration 113Q: 3 clusters Score -5312090 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93281 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5312090 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93271 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -5312081.000000 Penalty: 3742.528564
	Iteration 115Q: 3 clusters Score -5312081 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93256 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5312080 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93241 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5312086 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93225 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5312086 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93219 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5312086 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93213 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -5312093.500000 Penalty: 3742.528564
	Iteration 120F: 3 clusters Score -5312094 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93208 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -5312097.500000 Penalty: 3742.528564
	Iteration 121Q: 3 clusters Score -5312098 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93208 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -5312101.500000 Penalty: 3742.528564
	Iteration 122Q: 3 clusters Score -5312102 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93207 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -5312103.500000 Penalty: 3742.528564
	Iteration 123Q: 3 clusters Score -5312104 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93204 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5312094 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93204 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5312097 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93203 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5312094 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93203 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -5312095.000000 Penalty: 3742.528564
	Iteration 127Q: 3 clusters Score -5312095 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93201 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -5312098.000000 Penalty: 3742.528564
	Iteration 128Q: 3 clusters Score -5312098 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93200 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5312100 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93200 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
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	Iteration 130F: 3 clusters Score -5312100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 309378 members 
Mstep: Class 2 contains 9287 members 
Mstep: Class 3 contains 74547 members 
Mstep: Class 4 contains 30801 members 
Mstep: Class 5 contains 93200 members 
Mstep: Class 6 contains 71419 members 
Mstep: Class 7 contains 8831 members 
Mstep: Class 8 contains 7055 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 31012 members 
Mstep: Class 12 contains 18612 members 
Mstep: Class 14 contains 9183 members 
Mstep: Class 16 contains 4554 members 
Mstep: Class 17 contains 6367 members 
Mstep: Class 18 contains 9051 members 
Mstep: Class 19 contains 5697 members 
Mstep: Class 20 contains 7293 members 
Entering Unmasked Estep 
Score: -35889700.000000 Penalty: 37222.367188
Splitting cluster 5 changes total score from -35888388.000000 to -35889700.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 6 (71419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71419 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -3783666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -3735847 nChanged 33880
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -3755390 nChanged 2870
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -3756376 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -3758252 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -3761971.000000 Penalty: 3632.303711
	Iteration 4F: 3 clusters Score -3761971 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -3767720.250000 Penalty: 3632.303711
	Iteration 5F: 3 clusters Score -3767720 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -3773585.500000 Penalty: 3632.303711
	Iteration 6F: 3 clusters Score -3773586 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 58886 members 
Entering Unmasked Estep 
Score: -3777896.750000 Penalty: 3632.303711
	Iteration 7F: 3 clusters Score -3777897 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 61541 members 
Entering Unmasked Estep 
Score: -3781016.500000 Penalty: 3632.303711
	Iteration 8Q: 3 clusters Score -3781016 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 63211 members 
Entering Unmasked Estep 
Score: -3784282.000000 Penalty: 3632.303711
	Iteration 9Q: 3 clusters Score -3784282 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 64028 members 
Entering Unmasked Estep 
Score: -3786969.750000 Penalty: 3632.303711
	Iteration 10Q: 3 clusters Score -3786970 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 64503 members 
Entering Unmasked Estep 
Score: -3787693.750000 Penalty: 3632.303711
	Iteration 11Q: 3 clusters Score -3787694 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 64799 members 
Entering Unmasked Estep 
Score: -3787896.500000 Penalty: 3632.303711
	Iteration 12Q: 3 clusters Score -3787896 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 64989 members 
Entering Unmasked Estep 
Score: -3787976.750000 Penalty: 3632.303711
	Iteration 13Q: 3 clusters Score -3787977 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 65116 members 
Entering Unmasked Estep 
Score: -3788014.250000 Penalty: 3632.303711
	Iteration 14Q: 3 clusters Score -3788014 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 65189 members 
Entering Unmasked Estep 
Score: -3788043.250000 Penalty: 3632.303711
	Iteration 15Q: 3 clusters Score -3788043 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -3788041.500000 Penalty: 3632.303711
	Iteration 16Q: 3 clusters Score -3788042 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 65267 members 
Entering Unmasked Estep 
Score: -3788054.250000 Penalty: 3632.303711
	Iteration 17Q: 3 clusters Score -3788054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 65280 members 
Entering Unmasked Estep 
Score: -3788062.000000 Penalty: 3632.303711
	Iteration 18Q: 3 clusters Score -3788062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 65289 members 
Entering Unmasked Estep 
Score: -3788061.750000 Penalty: 3632.303711
	Iteration 19Q: 3 clusters Score -3788062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 65292 members 
Entering Unmasked Estep 
Score: -3788061.500000 Penalty: 3632.303711
	Iteration 20F: 3 clusters Score -3788062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 65296 members 
Entering Unmasked Estep 
Score: -3788058.000000 Penalty: 3632.303711
	Iteration 21Q: 3 clusters Score -3788058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -3788057.750000 Penalty: 3632.303711
	Iteration 22Q: 3 clusters Score -3788058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 65303 members 
Entering Unmasked Estep 
Score: -3788060.250000 Penalty: 3632.303711
	Iteration 23Q: 3 clusters Score -3788060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 65308 members 
Entering Unmasked Estep 
Score: -3788059.500000 Penalty: 3632.303711
	Iteration 24Q: 3 clusters Score -3788060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 65310 members 
Entering Unmasked Estep 
Score: -3788058.000000 Penalty: 3632.303711
	Iteration 25Q: 3 clusters Score -3788058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 65314 members 
Entering Unmasked Estep 
Score: -3788056.750000 Penalty: 3632.303711
	Iteration 26Q: 3 clusters Score -3788057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 65316 members 
Entering Unmasked Estep 
Score: -3788055.250000 Penalty: 3632.303711
	Iteration 27Q: 3 clusters Score -3788055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 65317 members 
Entering Unmasked Estep 
Score: -3788054.250000 Penalty: 3632.303711
	Iteration 28Q: 3 clusters Score -3788054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 65318 members 
Entering Unmasked Estep 
Score: -3788055.750000 Penalty: 3632.303711
	Iteration 29Q: 3 clusters Score -3788056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 65318 members 
Entering Unmasked Estep 
Score: -3788055.750000 Penalty: 3632.303711
	Iteration 30F: 3 clusters Score -3788056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 309378 members 
Mstep: Class 2 contains 9287 members 
Mstep: Class 3 contains 74547 members 
Mstep: Class 4 contains 30801 members 
Mstep: Class 5 contains 93200 members 
Mstep: Class 6 contains 6101 members 
Mstep: Class 7 contains 8831 members 
Mstep: Class 8 contains 7055 members 
Mstep: Class 9 contains 65318 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 31012 members 
Mstep: Class 12 contains 18612 members 
Mstep: Class 14 contains 9183 members 
Mstep: Class 16 contains 4554 members 
Mstep: Class 17 contains 6367 members 
Mstep: Class 18 contains 9051 members 
Mstep: Class 19 contains 5697 members 
Mstep: Class 20 contains 7293 members 
Entering Unmasked Estep 
Score: -35893356.000000 Penalty: 39411.917969
Splitting cluster 6 changes total score from -35888388.000000 to -35893356.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 7 (8831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Entering Unmasked Estep 
Score: -448241.562500 Penalty: 1476.478760
	Iteration 0F: 2 clusters Score -448241.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -441831.062500 Penalty: 2952.957520
	Iteration 0F: 3 clusters Score -441831.1 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -443813.062500 Penalty: 2952.957520
	Iteration 1F: 3 clusters Score -443813.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -444084.718750 Penalty: 2952.957520
	Iteration 2F: 3 clusters Score -444084.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -444318.468750 Penalty: 2952.957520
	Iteration 3F: 3 clusters Score -444318.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -444540.875000 Penalty: 2952.957520
	Iteration 4F: 3 clusters Score -444540.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -444784.812500 Penalty: 2952.957520
	Iteration 5F: 3 clusters Score -444784.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -445077.218750 Penalty: 2952.957520
	Iteration 6F: 3 clusters Score -445077.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -445437.875000 Penalty: 2952.957520
	Iteration 7F: 3 clusters Score -445437.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -445841.812500 Penalty: 2952.957520
	Iteration 8F: 3 clusters Score -445841.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -446300.750000 Penalty: 2952.957520
	Iteration 9F: 3 clusters Score -446300.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -446738.000000 Penalty: 2952.957520
	Iteration 10F: 3 clusters Score -446738 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -447118.562500 Penalty: 2952.957520
	Iteration 11Q: 3 clusters Score -447118.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -447448.562500 Penalty: 2952.957520
	Iteration 12Q: 3 clusters Score -447448.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -447696.375000 Penalty: 2952.957520
	Iteration 13Q: 3 clusters Score -447696.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -447888.843750 Penalty: 2952.957520
	Iteration 14Q: 3 clusters Score -447888.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -448134.718750 Penalty: 2952.957520
	Iteration 15Q: 3 clusters Score -448134.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -448510.687500 Penalty: 2952.957520
	Iteration 16Q: 3 clusters Score -448510.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -449146.875000 Penalty: 2952.957520
	Iteration 17Q: 3 clusters Score -449146.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -450005.687500 Penalty: 2952.957520
	Iteration 18Q: 3 clusters Score -450005.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -450668.187500 Penalty: 2952.957520
	Iteration 19Q: 3 clusters Score -450668.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -451089.718750 Penalty: 2952.957520
	Iteration 20F: 3 clusters Score -451089.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -451443.937500 Penalty: 2952.957520
	Iteration 21Q: 3 clusters Score -451443.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -451831.750000 Penalty: 2952.957520
	Iteration 22Q: 3 clusters Score -451831.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -452279.968750 Penalty: 2952.957520
	Iteration 23Q: 3 clusters Score -452280 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -452590.812500 Penalty: 2952.957520
	Iteration 24Q: 3 clusters Score -452590.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -452722.843750 Penalty: 2952.957520
	Iteration 25Q: 3 clusters Score -452722.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -452753.750000 Penalty: 2952.957520
	Iteration 26Q: 3 clusters Score -452753.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -452755.375000 Penalty: 2952.957520
	Iteration 27Q: 3 clusters Score -452755.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -452757.000000 Penalty: 2952.957520
	Iteration 28Q: 3 clusters Score -452757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -452756.593750 Penalty: 2952.957520
	Iteration 29Q: 3 clusters Score -452756.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -452756.562500 Penalty: 2952.957520
	Iteration 30Q: 3 clusters Score -452756.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -452756.562500 Penalty: 2952.957520
	Iteration 31F: 3 clusters Score -452756.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 309378 members 
Mstep: Class 2 contains 9287 members 
Mstep: Class 3 contains 74547 members 
Mstep: Class 4 contains 30801 members 
Mstep: Class 5 contains 93200 members 
Mstep: Class 6 contains 6101 members 
Mstep: Class 7 contains 3323 members 
Mstep: Class 8 contains 7055 members 
Mstep: Class 9 contains 65318 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 31012 members 
Mstep: Class 12 contains 18612 members 
Mstep: Class 13 contains 5508 members 
Mstep: Class 14 contains 9183 members 
Mstep: Class 16 contains 4554 members 
Mstep: Class 17 contains 6367 members 
Mstep: Class 18 contains 9051 members 
Mstep: Class 19 contains 5697 members 
Mstep: Class 20 contains 7293 members 
Entering Unmasked Estep 
Score: -35897240.000000 Penalty: 41601.468750
Splitting cluster 7 changes total score from -35888388.000000 to -35897240.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 10 (14511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Entering Unmasked Estep 
Score: -737544.500000 Penalty: 1557.182617
	Iteration 0F: 2 clusters Score -737544.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -727447.812500 Penalty: 3114.365234
	Iteration 0F: 3 clusters Score -727447.8 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -731173.312500 Penalty: 3114.365234
	Iteration 1F: 3 clusters Score -731173.3 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -732033.437500 Penalty: 3114.365234
	Iteration 2F: 3 clusters Score -732033.4 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -733380.625000 Penalty: 3114.365234
	Iteration 3F: 3 clusters Score -733380.6 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -734804.937500 Penalty: 3114.365234
	Iteration 4F: 3 clusters Score -734804.9 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -735837.375000 Penalty: 3114.365234
	Iteration 5F: 3 clusters Score -735837.4 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -736365.500000 Penalty: 3114.365234
	Iteration 6F: 3 clusters Score -736365.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -736592.437500 Penalty: 3114.365234
	Iteration 7Q: 3 clusters Score -736592.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -736717.000000 Penalty: 3114.365234
	Iteration 8Q: 3 clusters Score -736717 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -736811.312500 Penalty: 3114.365234
	Iteration 9Q: 3 clusters Score -736811.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -736883.750000 Penalty: 3114.365234
	Iteration 10Q: 3 clusters Score -736883.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -736936.437500 Penalty: 3114.365234
	Iteration 11Q: 3 clusters Score -736936.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -736984.937500 Penalty: 3114.365234
	Iteration 12Q: 3 clusters Score -736984.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -737023.625000 Penalty: 3114.365234
	Iteration 13Q: 3 clusters Score -737023.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -737049.375000 Penalty: 3114.365234
	Iteration 14Q: 3 clusters Score -737049.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -737066.062500 Penalty: 3114.365234
	Iteration 15Q: 3 clusters Score -737066.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -737085.812500 Penalty: 3114.365234
	Iteration 16Q: 3 clusters Score -737085.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -737104.500000 Penalty: 3114.365234
	Iteration 17Q: 3 clusters Score -737104.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -737114.125000 Penalty: 3114.365234
	Iteration 18Q: 3 clusters Score -737114.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -737121.375000 Penalty: 3114.365234
	Iteration 19Q: 3 clusters Score -737121.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -737130.625000 Penalty: 3114.365234
	Iteration 20F: 3 clusters Score -737130.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -737137.312500 Penalty: 3114.365234
	Iteration 21Q: 3 clusters Score -737137.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -737140.437500 Penalty: 3114.365234
	Iteration 22Q: 3 clusters Score -737140.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -737145.312500 Penalty: 3114.365234
	Iteration 23Q: 3 clusters Score -737145.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -737150.937500 Penalty: 3114.365234
	Iteration 24Q: 3 clusters Score -737150.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -737156.562500 Penalty: 3114.365234
	Iteration 25Q: 3 clusters Score -737156.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -737159.125000 Penalty: 3114.365234
	Iteration 26Q: 3 clusters Score -737159.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -737158.500000 Penalty: 3114.365234
	Iteration 27Q: 3 clusters Score -737158.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -737158.812500 Penalty: 3114.365234
	Iteration 28Q: 3 clusters Score -737158.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -737162.250000 Penalty: 3114.365234
	Iteration 29Q: 3 clusters Score -737162.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -737163.812500 Penalty: 3114.365234
	Iteration 30Q: 3 clusters Score -737163.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -737161.937500 Penalty: 3114.365234
	Iteration 31Q: 3 clusters Score -737161.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -737162.750000 Penalty: 3114.365234
	Iteration 32Q: 3 clusters Score -737162.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -737163.500000 Penalty: 3114.365234
	Iteration 33Q: 3 clusters Score -737163.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -737163.125000 Penalty: 3114.365234
	Iteration 34Q: 3 clusters Score -737163.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -737163.937500 Penalty: 3114.365234
	Iteration 35Q: 3 clusters Score -737163.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -737164.937500 Penalty: 3114.365234
	Iteration 36Q: 3 clusters Score -737164.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -737164.125000 Penalty: 3114.365234
	Iteration 37Q: 3 clusters Score -737164.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -737163.062500 Penalty: 3114.365234
	Iteration 38Q: 3 clusters Score -737163.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -737164.062500 Penalty: 3114.365234
	Iteration 39Q: 3 clusters Score -737164.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -737165.250000 Penalty: 3114.365234
	Iteration 40F: 3 clusters Score -737165.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -737165.000000 Penalty: 3114.365234
	Iteration 41Q: 3 clusters Score -737165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -737163.937500 Penalty: 3114.365234
	Iteration 42Q: 3 clusters Score -737163.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -737164.687500 Penalty: 3114.365234
	Iteration 43Q: 3 clusters Score -737164.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -737167.250000 Penalty: 3114.365234
	Iteration 44Q: 3 clusters Score -737167.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -737166.437500 Penalty: 3114.365234
	Iteration 45Q: 3 clusters Score -737166.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -737167.062500 Penalty: 3114.365234
	Iteration 46Q: 3 clusters Score -737167.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -737167.062500 Penalty: 3114.365234
	Iteration 47F: 3 clusters Score -737167.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Entering Unmasked Estep 
Score: -1558841.250000 Penalty: 1680.596069
	Iteration 0F: 2 clusters Score -1558841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -1538129.375000 Penalty: 3361.192139
	Iteration 0F: 3 clusters Score -1538129 nChanged 14205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1546197.750000 Penalty: 3361.192139
	Iteration 1F: 3 clusters Score -1546198 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1547161.625000 Penalty: 3361.192139
	Iteration 2F: 3 clusters Score -1547162 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1548505.000000 Penalty: 3361.192139
	Iteration 3F: 3 clusters Score -1548505 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1550202.625000 Penalty: 3361.192139
	Iteration 4F: 3 clusters Score -1550203 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1552127.250000 Penalty: 3361.192139
	Iteration 5F: 3 clusters Score -1552127 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1554017.875000 Penalty: 3361.192139
	Iteration 6F: 3 clusters Score -1554018 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1555723.000000 Penalty: 3361.192139
	Iteration 7F: 3 clusters Score -1555723 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1556947.500000 Penalty: 3361.192139
	Iteration 8Q: 3 clusters Score -1556948 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1557770.875000 Penalty: 3361.192139
	Iteration 9Q: 3 clusters Score -1557771 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1558125.250000 Penalty: 3361.192139
	Iteration 10Q: 3 clusters Score -1558125 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1558327.250000 Penalty: 3361.192139
	Iteration 11Q: 3 clusters Score -1558327 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1558431.375000 Penalty: 3361.192139
	Iteration 12Q: 3 clusters Score -1558431 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1558481.000000 Penalty: 3361.192139
	Iteration 13Q: 3 clusters Score -1558481 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1558537.000000 Penalty: 3361.192139
	Iteration 14Q: 3 clusters Score -1558537 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1558587.625000 Penalty: 3361.192139
	Iteration 15Q: 3 clusters Score -1558588 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1558624.875000 Penalty: 3361.192139
	Iteration 16Q: 3 clusters Score -1558625 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1558673.500000 Penalty: 3361.192139
	Iteration 17Q: 3 clusters Score -1558674 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1558759.000000 Penalty: 3361.192139
	Iteration 18Q: 3 clusters Score -1558759 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1558893.250000 Penalty: 3361.192139
	Iteration 19Q: 3 clusters Score -1558893 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1559116.625000 Penalty: 3361.192139
	Iteration 20F: 3 clusters Score -1559117 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1559260.125000 Penalty: 3361.192139
	Iteration 21Q: 3 clusters Score -1559260 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1559326.125000 Penalty: 3361.192139
	Iteration 22Q: 3 clusters Score -1559326 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1559378.875000 Penalty: 3361.192139
	Iteration 23Q: 3 clusters Score -1559379 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1559414.375000 Penalty: 3361.192139
	Iteration 24Q: 3 clusters Score -1559414 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1559438.500000 Penalty: 3361.192139
	Iteration 25Q: 3 clusters Score -1559438 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1559455.375000 Penalty: 3361.192139
	Iteration 26Q: 3 clusters Score -1559455 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1559475.000000 Penalty: 3361.192139
	Iteration 27Q: 3 clusters Score -1559475 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1559485.625000 Penalty: 3361.192139
	Iteration 28Q: 3 clusters Score -1559486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1559493.500000 Penalty: 3361.192139
	Iteration 29Q: 3 clusters Score -1559494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1559494.875000 Penalty: 3361.192139
	Iteration 30Q: 3 clusters Score -1559495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1559496.750000 Penalty: 3361.192139
	Iteration 31Q: 3 clusters Score -1559497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1559499.750000 Penalty: 3361.192139
	Iteration 32Q: 3 clusters Score -1559500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1559504.375000 Penalty: 3361.192139
	Iteration 33Q: 3 clusters Score -1559504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1559503.250000 Penalty: 3361.192139
	Iteration 34Q: 3 clusters Score -1559503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1559503.625000 Penalty: 3361.192139
	Iteration 35Q: 3 clusters Score -1559504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1559500.875000 Penalty: 3361.192139
	Iteration 36Q: 3 clusters Score -1559501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1559501.000000 Penalty: 3361.192139
	Iteration 37Q: 3 clusters Score -1559501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1559501.000000 Penalty: 3361.192139
	Iteration 38F: 3 clusters Score -1559501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 309378 members 
Mstep: Class 2 contains 9287 members 
Mstep: Class 3 contains 74547 members 
Mstep: Class 4 contains 30801 members 
Mstep: Class 5 contains 93200 members 
Mstep: Class 6 contains 6101 members 
Mstep: Class 7 contains 3323 members 
Mstep: Class 8 contains 7055 members 
Mstep: Class 9 contains 65318 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 28827 members 
Mstep: Class 12 contains 18612 members 
Mstep: Class 13 contains 5508 members 
Mstep: Class 14 contains 9183 members 
Mstep: Class 15 contains 2185 members 
Mstep: Class 16 contains 4554 members 
Mstep: Class 17 contains 6367 members 
Mstep: Class 18 contains 9051 members 
Mstep: Class 19 contains 5697 members 
Mstep: Class 20 contains 7293 members 
Entering Unmasked Estep 
Score: -35897276.000000 Penalty: 43791.019531
Splitting cluster 11 changes total score from -35888388.000000 to -35897276.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 12 (18612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Entering Unmasked Estep 
Score: -922863.937500 Penalty: 1597.628784
	Iteration 0F: 2 clusters Score -922863.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -910179.375000 Penalty: 3195.257568
	Iteration 0F: 3 clusters Score -910179.4 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -914698.437500 Penalty: 3195.257568
	Iteration 1F: 3 clusters Score -914698.4 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -915182.250000 Penalty: 3195.257568
	Iteration 2F: 3 clusters Score -915182.2 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -915784.312500 Penalty: 3195.257568
	Iteration 3F: 3 clusters Score -915784.3 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -916578.187500 Penalty: 3195.257568
	Iteration 4F: 3 clusters Score -916578.2 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -917588.250000 Penalty: 3195.257568
	Iteration 5F: 3 clusters Score -917588.2 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -918608.312500 Penalty: 3195.257568
	Iteration 6F: 3 clusters Score -918608.3 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -919549.625000 Penalty: 3195.257568
	Iteration 7F: 3 clusters Score -919549.6 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -920289.437500 Penalty: 3195.257568
	Iteration 8F: 3 clusters Score -920289.4 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -920855.062500 Penalty: 3195.257568
	Iteration 9Q: 3 clusters Score -920855.1 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -921280.187500 Penalty: 3195.257568
	Iteration 10Q: 3 clusters Score -921280.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -921628.562500 Penalty: 3195.257568
	Iteration 11Q: 3 clusters Score -921628.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -921920.625000 Penalty: 3195.257568
	Iteration 12Q: 3 clusters Score -921920.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -922149.562500 Penalty: 3195.257568
	Iteration 13Q: 3 clusters Score -922149.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -922281.312500 Penalty: 3195.257568
	Iteration 14Q: 3 clusters Score -922281.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -922352.875000 Penalty: 3195.257568
	Iteration 15Q: 3 clusters Score -922352.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -922394.250000 Penalty: 3195.257568
	Iteration 16Q: 3 clusters Score -922394.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -922424.437500 Penalty: 3195.257568
	Iteration 17Q: 3 clusters Score -922424.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -922443.875000 Penalty: 3195.257568
	Iteration 18Q: 3 clusters Score -922443.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -922453.125000 Penalty: 3195.257568
	Iteration 19Q: 3 clusters Score -922453.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -922459.937500 Penalty: 3195.257568
	Iteration 20F: 3 clusters Score -922459.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -922464.000000 Penalty: 3195.257568
	Iteration 21Q: 3 clusters Score -922464 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -922470.687500 Penalty: 3195.257568
	Iteration 22Q: 3 clusters Score -922470.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -922471.812500 Penalty: 3195.257568
	Iteration 23Q: 3 clusters Score -922471.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -922476.562500 Penalty: 3195.257568
	Iteration 24Q: 3 clusters Score -922476.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -922477.687500 Penalty: 3195.257568
	Iteration 25Q: 3 clusters Score -922477.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -922479.062500 Penalty: 3195.257568
	Iteration 26Q: 3 clusters Score -922479.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -922480.875000 Penalty: 3195.257568
	Iteration 27Q: 3 clusters Score -922480.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -922482.375000 Penalty: 3195.257568
	Iteration 28Q: 3 clusters Score -922482.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -922480.750000 Penalty: 3195.257568
	Iteration 29Q: 3 clusters Score -922480.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -922484.125000 Penalty: 3195.257568
	Iteration 30Q: 3 clusters Score -922484.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -922483.062500 Penalty: 3195.257568
	Iteration 31Q: 3 clusters Score -922483.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -922481.375000 Penalty: 3195.257568
	Iteration 32Q: 3 clusters Score -922481.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -922481.375000 Penalty: 3195.257568
	Iteration 33F: 3 clusters Score -922481.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Entering Unmasked Estep 
Score: -416486.875000 Penalty: 1482.830322
	Iteration 0F: 2 clusters Score -416486.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -409867.781250 Penalty: 2965.660645
	Iteration 0F: 3 clusters Score -409867.8 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -412095.437500 Penalty: 2965.660645
	Iteration 1F: 3 clusters Score -412095.4 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -412388.656250 Penalty: 2965.660645
	Iteration 2F: 3 clusters Score -412388.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -412605.562500 Penalty: 2965.660645
	Iteration 3F: 3 clusters Score -412605.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -412796.718750 Penalty: 2965.660645
	Iteration 4Q: 3 clusters Score -412796.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -412995.093750 Penalty: 2965.660645
	Iteration 5Q: 3 clusters Score -412995.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -413233.500000 Penalty: 2965.660645
	Iteration 6Q: 3 clusters Score -413233.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -413554.468750 Penalty: 2965.660645
	Iteration 7Q: 3 clusters Score -413554.5 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -414045.718750 Penalty: 2965.660645
	Iteration 8F: 3 clusters Score -414045.7 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -414847.218750 Penalty: 2965.660645
	Iteration 9F: 3 clusters Score -414847.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -415761.218750 Penalty: 2965.660645
	Iteration 10F: 3 clusters Score -415761.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -416308.812500 Penalty: 2965.660645
	Iteration 11Q: 3 clusters Score -416308.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -416515.468750 Penalty: 2965.660645
	Iteration 12Q: 3 clusters Score -416515.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -416584.937500 Penalty: 2965.660645
	Iteration 13Q: 3 clusters Score -416584.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -416614.250000 Penalty: 2965.660645
	Iteration 14Q: 3 clusters Score -416614.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -416637.843750 Penalty: 2965.660645
	Iteration 15Q: 3 clusters Score -416637.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -416656.968750 Penalty: 2965.660645
	Iteration 16Q: 3 clusters Score -416657 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -416671.656250 Penalty: 2965.660645
	Iteration 17Q: 3 clusters Score -416671.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -416681.187500 Penalty: 2965.660645
	Iteration 18Q: 3 clusters Score -416681.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -416694.750000 Penalty: 2965.660645
	Iteration 19Q: 3 clusters Score -416694.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -416708.218750 Penalty: 2965.660645
	Iteration 20F: 3 clusters Score -416708.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -416715.406250 Penalty: 2965.660645
	Iteration 21Q: 3 clusters Score -416715.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -416719.875000 Penalty: 2965.660645
	Iteration 22Q: 3 clusters Score -416719.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -416723.593750 Penalty: 2965.660645
	Iteration 23Q: 3 clusters Score -416723.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -416723.968750 Penalty: 2965.660645
	Iteration 24Q: 3 clusters Score -416724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -416728.156250 Penalty: 2965.660645
	Iteration 25Q: 3 clusters Score -416728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -416728.937500 Penalty: 2965.660645
	Iteration 26Q: 3 clusters Score -416728.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -416729.156250 Penalty: 2965.660645
	Iteration 27Q: 3 clusters Score -416729.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -416729.812500 Penalty: 2965.660645
	Iteration 28Q: 3 clusters Score -416729.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -416731.750000 Penalty: 2965.660645
	Iteration 29Q: 3 clusters Score -416731.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -416733.093750 Penalty: 2965.660645
	Iteration 30Q: 3 clusters Score -416733.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -416734.968750 Penalty: 2965.660645
	Iteration 31Q: 3 clusters Score -416735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -416736.437500 Penalty: 2965.660645
	Iteration 32Q: 3 clusters Score -416736.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -416738.781250 Penalty: 2965.660645
	Iteration 33Q: 3 clusters Score -416738.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -416741.250000 Penalty: 2965.660645
	Iteration 34Q: 3 clusters Score -416741.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -416741.718750 Penalty: 2965.660645
	Iteration 35Q: 3 clusters Score -416741.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -416741.718750 Penalty: 2965.660645
	Iteration 36Q: 3 clusters Score -416741.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -416742.062500 Penalty: 2965.660645
	Iteration 37Q: 3 clusters Score -416742.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -416742.062500 Penalty: 2965.660645
	Iteration 38F: 3 clusters Score -416742.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 309378 members 
Mstep: Class 2 contains 9287 members 
Mstep: Class 3 contains 74547 members 
Mstep: Class 4 contains 30801 members 
Mstep: Class 5 contains 93200 members 
Mstep: Class 6 contains 6101 members 
Mstep: Class 7 contains 3323 members 
Mstep: Class 8 contains 7055 members 
Mstep: Class 9 contains 65318 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 28827 members 
Mstep: Class 12 contains 18612 members 
Mstep: Class 13 contains 5508 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 2185 members 
Mstep: Class 16 contains 4554 members 
Mstep: Class 17 contains 6367 members 
Mstep: Class 18 contains 9051 members 
Mstep: Class 19 contains 5697 members 
Mstep: Class 20 contains 7293 members 
Mstep: Class 21 contains 8618 members 
Entering Unmasked Estep 
Score: -35896796.000000 Penalty: 45980.570312
Splitting cluster 14 changes total score from -35888388.000000 to -35896796.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 16 (4554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Entering Unmasked Estep 
Score: -256970.796875 Penalty: 1368.861206
	Iteration 0F: 2 clusters Score -256970.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -253294.734375 Penalty: 2737.722412
	Iteration 0F: 3 clusters Score -253294.7 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -254258.156250 Penalty: 2737.722412
	Iteration 1F: 3 clusters Score -254258.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -254395.171875 Penalty: 2737.722412
	Iteration 2F: 3 clusters Score -254395.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -254478.593750 Penalty: 2737.722412
	Iteration 3Q: 3 clusters Score -254478.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -254552.750000 Penalty: 2737.722412
	Iteration 4Q: 3 clusters Score -254552.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -254618.187500 Penalty: 2737.722412
	Iteration 5Q: 3 clusters Score -254618.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -254680.937500 Penalty: 2737.722412
	Iteration 6Q: 3 clusters Score -254680.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -254767.625000 Penalty: 2737.722412
	Iteration 7Q: 3 clusters Score -254767.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -254863.421875 Penalty: 2737.722412
	Iteration 8Q: 3 clusters Score -254863.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -254977.812500 Penalty: 2737.722412
	Iteration 9Q: 3 clusters Score -254977.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -255082.078125 Penalty: 2737.722412
	Iteration 10Q: 3 clusters Score -255082.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -255185.781250 Penalty: 2737.722412
	Iteration 11Q: 3 clusters Score -255185.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -255275.843750 Penalty: 2737.722412
	Iteration 12Q: 3 clusters Score -255275.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -255350.640625 Penalty: 2737.722412
	Iteration 13Q: 3 clusters Score -255350.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -255408.328125 Penalty: 2737.722412
	Iteration 14Q: 3 clusters Score -255408.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -255463.109375 Penalty: 2737.722412
	Iteration 15Q: 3 clusters Score -255463.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -255511.671875 Penalty: 2737.722412
	Iteration 16Q: 3 clusters Score -255511.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -255554.812500 Penalty: 2737.722412
	Iteration 17Q: 3 clusters Score -255554.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -255608.765625 Penalty: 2737.722412
	Iteration 18Q: 3 clusters Score -255608.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -255649.078125 Penalty: 2737.722412
	Iteration 19Q: 3 clusters Score -255649.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -255684.015625 Penalty: 2737.722412
	Iteration 20F: 3 clusters Score -255684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -255700.265625 Penalty: 2737.722412
	Iteration 21Q: 3 clusters Score -255700.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -255712.750000 Penalty: 2737.722412
	Iteration 22Q: 3 clusters Score -255712.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -255720.937500 Penalty: 2737.722412
	Iteration 23Q: 3 clusters Score -255720.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -255728.875000 Penalty: 2737.722412
	Iteration 24Q: 3 clusters Score -255728.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -255735.890625 Penalty: 2737.722412
	Iteration 25Q: 3 clusters Score -255735.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -255745.781250 Penalty: 2737.722412
	Iteration 26Q: 3 clusters Score -255745.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -255751.218750 Penalty: 2737.722412
	Iteration 27Q: 3 clusters Score -255751.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -255754.765625 Penalty: 2737.722412
	Iteration 28Q: 3 clusters Score -255754.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -255758.421875 Penalty: 2737.722412
	Iteration 29Q: 3 clusters Score -255758.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -255767.328125 Penalty: 2737.722412
	Iteration 30Q: 3 clusters Score -255767.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -255777.265625 Penalty: 2737.722412
	Iteration 31Q: 3 clusters Score -255777.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -255781.781250 Penalty: 2737.722412
	Iteration 32Q: 3 clusters Score -255781.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -255786.312500 Penalty: 2737.722412
	Iteration 33Q: 3 clusters Score -255786.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -255789.937500 Penalty: 2737.722412
	Iteration 34Q: 3 clusters Score -255789.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -255793.453125 Penalty: 2737.722412
	Iteration 35Q: 3 clusters Score -255793.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -255798.796875 Penalty: 2737.722412
	Iteration 36Q: 3 clusters Score -255798.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -255800.359375 Penalty: 2737.722412
	Iteration 37Q: 3 clusters Score -255800.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -255801.312500 Penalty: 2737.722412
	Iteration 38Q: 3 clusters Score -255801.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -255801.312500 Penalty: 2737.722412
	Iteration 39F: 3 clusters Score -255801.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Entering Unmasked Estep 
Score: -353174.656250 Penalty: 1423.318604
	Iteration 0F: 2 clusters Score -353174.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -348330.218750 Penalty: 2846.637207
	Iteration 0F: 3 clusters Score -348330.2 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -349781.562500 Penalty: 2846.637207
	Iteration 1F: 3 clusters Score -349781.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -350057.343750 Penalty: 2846.637207
	Iteration 2F: 3 clusters Score -350057.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -350282.281250 Penalty: 2846.637207
	Iteration 3F: 3 clusters Score -350282.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -350483.937500 Penalty: 2846.637207
	Iteration 4F: 3 clusters Score -350483.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -350696.750000 Penalty: 2846.637207
	Iteration 5F: 3 clusters Score -350696.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -350938.281250 Penalty: 2846.637207
	Iteration 6F: 3 clusters Score -350938.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -351188.937500 Penalty: 2846.637207
	Iteration 7Q: 3 clusters Score -351188.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -351429.343750 Penalty: 2846.637207
	Iteration 8Q: 3 clusters Score -351429.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -351643.312500 Penalty: 2846.637207
	Iteration 9Q: 3 clusters Score -351643.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -351840.062500 Penalty: 2846.637207
	Iteration 10Q: 3 clusters Score -351840.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -351967.468750 Penalty: 2846.637207
	Iteration 11Q: 3 clusters Score -351967.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -352085.625000 Penalty: 2846.637207
	Iteration 12Q: 3 clusters Score -352085.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -352189.062500 Penalty: 2846.637207
	Iteration 13Q: 3 clusters Score -352189.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -352272.843750 Penalty: 2846.637207
	Iteration 14Q: 3 clusters Score -352272.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -352322.406250 Penalty: 2846.637207
	Iteration 15Q: 3 clusters Score -352322.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -352346.656250 Penalty: 2846.637207
	Iteration 16Q: 3 clusters Score -352346.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -352359.312500 Penalty: 2846.637207
	Iteration 17Q: 3 clusters Score -352359.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -352366.281250 Penalty: 2846.637207
	Iteration 18Q: 3 clusters Score -352366.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -352369.500000 Penalty: 2846.637207
	Iteration 19Q: 3 clusters Score -352369.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -352371.968750 Penalty: 2846.637207
	Iteration 20F: 3 clusters Score -352372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -352372.375000 Penalty: 2846.637207
	Iteration 21Q: 3 clusters Score -352372.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -352373.187500 Penalty: 2846.637207
	Iteration 22Q: 3 clusters Score -352373.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -352373.187500 Penalty: 2846.637207
	Iteration 23F: 3 clusters Score -352373.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Entering Unmasked Estep 
Score: -438970.281250 Penalty: 1480.477539
	Iteration 0F: 2 clusters Score -438970.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -432422.187500 Penalty: 2960.955078
	Iteration 0F: 3 clusters Score -432422.2 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -434618.437500 Penalty: 2960.955078
	Iteration 1F: 3 clusters Score -434618.4 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -435029.281250 Penalty: 2960.955078
	Iteration 2F: 3 clusters Score -435029.3 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -435419.875000 Penalty: 2960.955078
	Iteration 3F: 3 clusters Score -435419.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -435791.312500 Penalty: 2960.955078
	Iteration 4F: 3 clusters Score -435791.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -436143.250000 Penalty: 2960.955078
	Iteration 5F: 3 clusters Score -436143.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -436462.812500 Penalty: 2960.955078
	Iteration 6F: 3 clusters Score -436462.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -436758.843750 Penalty: 2960.955078
	Iteration 7Q: 3 clusters Score -436758.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -436987.906250 Penalty: 2960.955078
	Iteration 8Q: 3 clusters Score -436987.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -437150.937500 Penalty: 2960.955078
	Iteration 9Q: 3 clusters Score -437150.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -437305.156250 Penalty: 2960.955078
	Iteration 10Q: 3 clusters Score -437305.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -437435.375000 Penalty: 2960.955078
	Iteration 11Q: 3 clusters Score -437435.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -437528.937500 Penalty: 2960.955078
	Iteration 12Q: 3 clusters Score -437528.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -437589.062500 Penalty: 2960.955078
	Iteration 13Q: 3 clusters Score -437589.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -437632.656250 Penalty: 2960.955078
	Iteration 14Q: 3 clusters Score -437632.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -437665.000000 Penalty: 2960.955078
	Iteration 15Q: 3 clusters Score -437665 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -437692.062500 Penalty: 2960.955078
	Iteration 16Q: 3 clusters Score -437692.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -437709.968750 Penalty: 2960.955078
	Iteration 17Q: 3 clusters Score -437710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -437722.031250 Penalty: 2960.955078
	Iteration 18Q: 3 clusters Score -437722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -437730.500000 Penalty: 2960.955078
	Iteration 19Q: 3 clusters Score -437730.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -437741.312500 Penalty: 2960.955078
	Iteration 20F: 3 clusters Score -437741.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -437747.656250 Penalty: 2960.955078
	Iteration 21Q: 3 clusters Score -437747.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -437758.093750 Penalty: 2960.955078
	Iteration 22Q: 3 clusters Score -437758.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -437766.906250 Penalty: 2960.955078
	Iteration 23Q: 3 clusters Score -437766.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -437775.656250 Penalty: 2960.955078
	Iteration 24Q: 3 clusters Score -437775.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -437781.843750 Penalty: 2960.955078
	Iteration 25Q: 3 clusters Score -437781.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -437787.468750 Penalty: 2960.955078
	Iteration 26Q: 3 clusters Score -437787.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -437792.718750 Penalty: 2960.955078
	Iteration 27Q: 3 clusters Score -437792.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -437796.687500 Penalty: 2960.955078
	Iteration 28Q: 3 clusters Score -437796.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -437799.000000 Penalty: 2960.955078
	Iteration 29Q: 3 clusters Score -437799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -437800.062500 Penalty: 2960.955078
	Iteration 30Q: 3 clusters Score -437800.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -437800.093750 Penalty: 2960.955078
	Iteration 31Q: 3 clusters Score -437800.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -437800.281250 Penalty: 2960.955078
	Iteration 32Q: 3 clusters Score -437800.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -437800.281250 Penalty: 2960.955078
	Iteration 33F: 3 clusters Score -437800.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -236857.953125 Penalty: 1405.250366
	Iteration 0F: 2 clusters Score -236858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -232446.562500 Penalty: 2810.500732
	Iteration 0F: 3 clusters Score -232446.6 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -234092.625000 Penalty: 2810.500732
	Iteration 1F: 3 clusters Score -234092.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -234823.187500 Penalty: 2810.500732
	Iteration 2F: 3 clusters Score -234823.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -235444.703125 Penalty: 2810.500732
	Iteration 3F: 3 clusters Score -235444.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -235926.265625 Penalty: 2810.500732
	Iteration 4F: 3 clusters Score -235926.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -236353.406250 Penalty: 2810.500732
	Iteration 5F: 3 clusters Score -236353.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -236788.468750 Penalty: 2810.500732
	Iteration 6F: 3 clusters Score -236788.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -237222.781250 Penalty: 2810.500732
	Iteration 7Q: 3 clusters Score -237222.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -237661.578125 Penalty: 2810.500732
	Iteration 8Q: 3 clusters Score -237661.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -238033.734375 Penalty: 2810.500732
	Iteration 9Q: 3 clusters Score -238033.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -238532.031250 Penalty: 2810.500732
	Iteration 10Q: 3 clusters Score -238532 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -238992.531250 Penalty: 2810.500732
	Iteration 11Q: 3 clusters Score -238992.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -239203.203125 Penalty: 2810.500732
	Iteration 12Q: 3 clusters Score -239203.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -239278.421875 Penalty: 2810.500732
	Iteration 13Q: 3 clusters Score -239278.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -239318.218750 Penalty: 2810.500732
	Iteration 14Q: 3 clusters Score -239318.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -239339.000000 Penalty: 2810.500732
	Iteration 15Q: 3 clusters Score -239339 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -239358.890625 Penalty: 2810.500732
	Iteration 16Q: 3 clusters Score -239358.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -239371.765625 Penalty: 2810.500732
	Iteration 17Q: 3 clusters Score -239371.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -239379.812500 Penalty: 2810.500732
	Iteration 18Q: 3 clusters Score -239379.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -239388.828125 Penalty: 2810.500732
	Iteration 19Q: 3 clusters Score -239388.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -239397.359375 Penalty: 2810.500732
	Iteration 20F: 3 clusters Score -239397.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -239401.437500 Penalty: 2810.500732
	Iteration 21Q: 3 clusters Score -239401.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -239403.546875 Penalty: 2810.500732
	Iteration 22Q: 3 clusters Score -239403.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -239405.609375 Penalty: 2810.500732
	Iteration 23Q: 3 clusters Score -239405.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -239407.000000 Penalty: 2810.500732
	Iteration 24Q: 3 clusters Score -239407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -239408.046875 Penalty: 2810.500732
	Iteration 25Q: 3 clusters Score -239408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -239409.250000 Penalty: 2810.500732
	Iteration 26Q: 3 clusters Score -239409.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -239409.859375 Penalty: 2810.500732
	Iteration 27Q: 3 clusters Score -239409.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -239411.531250 Penalty: 2810.500732
	Iteration 28Q: 3 clusters Score -239411.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -239413.781250 Penalty: 2810.500732
	Iteration 29Q: 3 clusters Score -239413.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -239415.015625 Penalty: 2810.500732
	Iteration 30Q: 3 clusters Score -239415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -239415.968750 Penalty: 2810.500732
	Iteration 31Q: 3 clusters Score -239416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -239416.875000 Penalty: 2810.500732
	Iteration 32Q: 3 clusters Score -239416.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -239418.171875 Penalty: 2810.500732
	Iteration 33Q: 3 clusters Score -239418.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -239418.375000 Penalty: 2810.500732
	Iteration 34Q: 3 clusters Score -239418.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -239419.484375 Penalty: 2810.500732
	Iteration 35Q: 3 clusters Score -239419.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -239420.609375 Penalty: 2810.500732
	Iteration 36Q: 3 clusters Score -239420.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -239421.718750 Penalty: 2810.500732
	Iteration 37Q: 3 clusters Score -239421.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -239421.734375 Penalty: 2810.500732
	Iteration 38Q: 3 clusters Score -239421.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -239422.140625 Penalty: 2810.500732
	Iteration 39Q: 3 clusters Score -239422.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -239422.140625 Penalty: 2810.500732
	Iteration 40F: 3 clusters Score -239422.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 309378 members 
Mstep: Class 2 contains 9287 members 
Mstep: Class 3 contains 74547 members 
Mstep: Class 4 contains 30801 members 
Mstep: Class 5 contains 93200 members 
Mstep: Class 6 contains 6101 members 
Mstep: Class 7 contains 3323 members 
Mstep: Class 8 contains 7055 members 
Mstep: Class 9 contains 65318 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 28827 members 
Mstep: Class 12 contains 18612 members 
Mstep: Class 13 contains 5508 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 2185 members 
Mstep: Class 16 contains 4554 members 
Mstep: Class 17 contains 6367 members 
Mstep: Class 18 contains 9051 members 
Mstep: Class 19 contains 2125 members 
Mstep: Class 20 contains 7293 members 
Mstep: Class 21 contains 8618 members 
Mstep: Class 22 contains 3572 members 
Entering Unmasked Estep 
Score: -35898548.000000 Penalty: 48170.121094
Splitting cluster 19 changes total score from -35888388.000000 to -35898548.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 20 (7293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Entering Unmasked Estep 
Score: -309306.468750 Penalty: 1445.383911
	Iteration 0F: 2 clusters Score -309306.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -304008.500000 Penalty: 2890.767822
	Iteration 0F: 3 clusters Score -304008.5 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -307128.750000 Penalty: 2890.767822
	Iteration 1F: 3 clusters Score -307128.8 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -309623.750000 Penalty: 2890.767822
	Iteration 2F: 3 clusters Score -309623.8 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -311646.531250 Penalty: 2890.767822
	Iteration 3F: 3 clusters Score -311646.5 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -312318.500000 Penalty: 2890.767822
	Iteration 4F: 3 clusters Score -312318.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -312490.562500 Penalty: 2890.767822
	Iteration 5Q: 3 clusters Score -312490.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -312549.656250 Penalty: 2890.767822
	Iteration 6Q: 3 clusters Score -312549.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -312582.187500 Penalty: 2890.767822
	Iteration 7Q: 3 clusters Score -312582.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -312603.093750 Penalty: 2890.767822
	Iteration 8Q: 3 clusters Score -312603.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -312619.375000 Penalty: 2890.767822
	Iteration 9Q: 3 clusters Score -312619.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -312630.625000 Penalty: 2890.767822
	Iteration 10Q: 3 clusters Score -312630.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -312638.000000 Penalty: 2890.767822
	Iteration 11Q: 3 clusters Score -312638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -312644.093750 Penalty: 2890.767822
	Iteration 12Q: 3 clusters Score -312644.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -312662.625000 Penalty: 2890.767822
	Iteration 13Q: 3 clusters Score -312662.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -312706.187500 Penalty: 2890.767822
	Iteration 14Q: 3 clusters Score -312706.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -312805.406250 Penalty: 2890.767822
	Iteration 15Q: 3 clusters Score -312805.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -312990.531250 Penalty: 2890.767822
	Iteration 16Q: 3 clusters Score -312990.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -313119.531250 Penalty: 2890.767822
	Iteration 17Q: 3 clusters Score -313119.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -313152.250000 Penalty: 2890.767822
	Iteration 18Q: 3 clusters Score -313152.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -313161.250000 Penalty: 2890.767822
	Iteration 19Q: 3 clusters Score -313161.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -313164.250000 Penalty: 2890.767822
	Iteration 20F: 3 clusters Score -313164.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -313166.312500 Penalty: 2890.767822
	Iteration 21Q: 3 clusters Score -313166.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -313167.781250 Penalty: 2890.767822
	Iteration 22Q: 3 clusters Score -313167.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -313168.531250 Penalty: 2890.767822
	Iteration 23Q: 3 clusters Score -313168.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -313169.437500 Penalty: 2890.767822
	Iteration 24Q: 3 clusters Score -313169.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -313170.250000 Penalty: 2890.767822
	Iteration 25Q: 3 clusters Score -313170.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -313170.406250 Penalty: 2890.767822
	Iteration 26Q: 3 clusters Score -313170.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -313170.406250 Penalty: 2890.767822
	Iteration 27F: 3 clusters Score -313170.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 309378 members 
Mstep: Class 2 contains 9287 members 
Mstep: Class 3 contains 74547 members 
Mstep: Class 4 contains 30801 members 
Mstep: Class 5 contains 93200 members 
Mstep: Class 6 contains 6101 members 
Mstep: Class 7 contains 3323 members 
Mstep: Class 8 contains 7055 members 
Mstep: Class 9 contains 65318 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 28827 members 
Mstep: Class 12 contains 18612 members 
Mstep: Class 13 contains 5508 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 15 contains 2185 members 
Mstep: Class 16 contains 4554 members 
Mstep: Class 17 contains 6367 members 
Mstep: Class 18 contains 9051 members 
Mstep: Class 19 contains 2125 members 
Mstep: Class 20 contains 2001 members 
Mstep: Class 21 contains 8618 members 
Mstep: Class 22 contains 3572 members 
Mstep: Class 23 contains 5292 members 
Entering Unmasked Estep 
Score: -35901732.000000 Penalty: 50359.671875
Splitting cluster 20 changes total score from -35888388.000000 to -35901732.000000
So it's getting split into cluster 23.
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 309378 members 
Mstep: Class 2 contains 9287 members 
Mstep: Class 3 contains 74547 members 
Mstep: Class 4 contains 30801 members 
Mstep: Class 5 contains 93200 members 
Mstep: Class 6 contains 6101 members 
Mstep: Class 7 contains 3323 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 28827 members 
Mstep: Class 12 contains 18612 members 
Mstep: Class 14 contains 565 members 
Mstep: Class 16 contains 4554 members 
Mstep: Class 17 contains 6367 members 
Mstep: Class 18 contains 9051 members 
Mstep: Class 19 contains 2125 members 
Mstep: Class 20 contains 2001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35906224.000000 Penalty: 50359.671875
Iteration 39Q: 24 clusters Score -3.590622e+07 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 309281 members 
Mstep: Class 2 contains 9076 members 
Mstep: Class 3 contains 74326 members 
Mstep: Class 4 contains 30796 members 
Mstep: Class 5 contains 93072 members 
Mstep: Class 6 contains 6713 members 
Mstep: Class 7 contains 3338 members 
Mstep: Class 8 contains 7032 members 
Mstep: Class 9 contains 64312 members 
Mstep: Class 10 contains 14520 members 
Mstep: Class 11 contains 28765 members 
Mstep: Class 12 contains 18714 members 
Mstep: Class 13 contains 5779 members 
Mstep: Class 14 contains 645 members 
Mstep: Class 15 contains 2548 members 
Mstep: Class 16 contains 4895 members 
Mstep: Class 17 contains 6300 members 
Mstep: Class 18 contains 9175 members 
Mstep: Class 19 contains 2418 members 
Mstep: Class 20 contains 1995 members 
Mstep: Class 21 contains 8665 members 
Mstep: Class 22 contains 3371 members 
Mstep: Class 23 contains 5064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35910216.000000 Penalty: 50359.671875
Iteration 40F: 24 clusters Score -3.591022e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 309014 members 
Mstep: Class 2 contains 8919 members 
Mstep: Class 3 contains 73893 members 
Mstep: Class 4 contains 30462 members 
Mstep: Class 5 contains 92938 members 
Mstep: Class 6 contains 6931 members 
Mstep: Class 7 contains 3339 members 
Mstep: Class 8 contains 7853 members 
Mstep: Class 9 contains 63547 members 
Mstep: Class 10 contains 14517 members 
Mstep: Class 11 contains 28611 members 
Mstep: Class 12 contains 18351 members 
Mstep: Class 13 contains 5994 members 
Mstep: Class 14 contains 730 members 
Mstep: Class 15 contains 2810 members 
Mstep: Class 16 contains 5359 members 
Mstep: Class 17 contains 6224 members 
Mstep: Class 18 contains 9165 members 
Mstep: Class 19 contains 2570 members 
Mstep: Class 20 contains 1965 members 
Mstep: Class 21 contains 8938 members 
Mstep: Class 22 contains 3518 members 
Mstep: Class 23 contains 5157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35911740.000000 Penalty: 50359.671875
Iteration 41Q: 24 clusters Score -3.591174e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 308872 members 
Mstep: Class 2 contains 8828 members 
Mstep: Class 3 contains 73569 members 
Mstep: Class 4 contains 30206 members 
Mstep: Class 5 contains 92828 members 
Mstep: Class 6 contains 7032 members 
Mstep: Class 7 contains 3343 members 
Mstep: Class 8 contains 8400 members 
Mstep: Class 9 contains 62888 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 28624 members 
Mstep: Class 12 contains 18084 members 
Mstep: Class 13 contains 6155 members 
Mstep: Class 14 contains 798 members 
Mstep: Class 15 contains 3018 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 6147 members 
Mstep: Class 18 contains 9199 members 
Mstep: Class 19 contains 2680 members 
Mstep: Class 20 contains 1948 members 
Mstep: Class 21 contains 9137 members 
Mstep: Class 22 contains 3577 members 
Mstep: Class 23 contains 5161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35912888.000000 Penalty: 50359.671875
Iteration 42Q: 24 clusters Score -3.591289e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 308726 members 
Mstep: Class 2 contains 8764 members 
Mstep: Class 3 contains 73307 members 
Mstep: Class 4 contains 29985 members 
Mstep: Class 5 contains 92691 members 
Mstep: Class 6 contains 7088 members 
Mstep: Class 7 contains 3342 members 
Mstep: Class 8 contains 8905 members 
Mstep: Class 9 contains 62355 members 
Mstep: Class 10 contains 14522 members 
Mstep: Class 11 contains 28684 members 
Mstep: Class 12 contains 17851 members 
Mstep: Class 13 contains 6263 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 3199 members 
Mstep: Class 16 contains 6178 members 
Mstep: Class 17 contains 6104 members 
Mstep: Class 18 contains 9233 members 
Mstep: Class 19 contains 2778 members 
Mstep: Class 20 contains 1934 members 
Mstep: Class 21 contains 9315 members 
Mstep: Class 22 contains 3581 members 
Mstep: Class 23 contains 5153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35913544.000000 Penalty: 50359.671875
Iteration 43Q: 24 clusters Score -3.591354e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 308600 members 
Mstep: Class 2 contains 8717 members 
Mstep: Class 3 contains 73089 members 
Mstep: Class 4 contains 29784 members 
Mstep: Class 5 contains 92558 members 
Mstep: Class 6 contains 7134 members 
Mstep: Class 7 contains 3342 members 
Mstep: Class 8 contains 9363 members 
Mstep: Class 9 contains 61927 members 
Mstep: Class 10 contains 14530 members 
Mstep: Class 11 contains 28735 members 
Mstep: Class 12 contains 17629 members 
Mstep: Class 13 contains 6333 members 
Mstep: Class 14 contains 880 members 
Mstep: Class 15 contains 3348 members 
Mstep: Class 16 contains 6533 members 
Mstep: Class 17 contains 6084 members 
Mstep: Class 18 contains 9257 members 
Mstep: Class 19 contains 2877 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 9443 members 
Mstep: Class 22 contains 3582 members 
Mstep: Class 23 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35914148.000000 Penalty: 50359.671875
Iteration 44Q: 24 clusters Score -3.591415e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 308454 members 
Mstep: Class 2 contains 8683 members 
Mstep: Class 3 contains 72915 members 
Mstep: Class 4 contains 29620 members 
Mstep: Class 5 contains 92426 members 
Mstep: Class 6 contains 7172 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 9748 members 
Mstep: Class 9 contains 61553 members 
Mstep: Class 10 contains 14533 members 
Mstep: Class 11 contains 28825 members 
Mstep: Class 12 contains 17418 members 
Mstep: Class 13 contains 6388 members 
Mstep: Class 14 contains 906 members 
Mstep: Class 15 contains 3490 members 
Mstep: Class 16 contains 6855 members 
Mstep: Class 17 contains 6047 members 
Mstep: Class 18 contains 9300 members 
Mstep: Class 19 contains 2962 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 21 contains 9542 members 
Mstep: Class 22 contains 3576 members 
Mstep: Class 23 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35914604.000000 Penalty: 50359.671875
Iteration 45Q: 24 clusters Score -3.59146e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 308335 members 
Mstep: Class 2 contains 8657 members 
Mstep: Class 3 contains 72768 members 
Mstep: Class 4 contains 29472 members 
Mstep: Class 5 contains 92295 members 
Mstep: Class 6 contains 7207 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 10082 members 
Mstep: Class 9 contains 61215 members 
Mstep: Class 10 contains 14536 members 
Mstep: Class 11 contains 28944 members 
Mstep: Class 12 contains 17206 members 
Mstep: Class 13 contains 6429 members 
Mstep: Class 14 contains 918 members 
Mstep: Class 15 contains 3602 members 
Mstep: Class 16 contains 7129 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 9338 members 
Mstep: Class 19 contains 3035 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 21 contains 9652 members 
Mstep: Class 22 contains 3565 members 
Mstep: Class 23 contains 5165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35915072.000000 Penalty: 50359.671875
Iteration 46Q: 24 clusters Score -3.591507e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 308216 members 
Mstep: Class 2 contains 8635 members 
Mstep: Class 3 contains 72654 members 
Mstep: Class 4 contains 29344 members 
Mstep: Class 5 contains 92156 members 
Mstep: Class 6 contains 7235 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 10402 members 
Mstep: Class 9 contains 60928 members 
Mstep: Class 10 contains 14537 members 
Mstep: Class 11 contains 29068 members 
Mstep: Class 12 contains 16970 members 
Mstep: Class 13 contains 6457 members 
Mstep: Class 14 contains 936 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 7379 members 
Mstep: Class 17 contains 5991 members 
Mstep: Class 18 contains 9369 members 
Mstep: Class 19 contains 3102 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 21 contains 9741 members 
Mstep: Class 22 contains 3562 members 
Mstep: Class 23 contains 5174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35915472.000000 Penalty: 50359.671875
Iteration 47Q: 24 clusters Score -3.591547e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 308042 members 
Mstep: Class 2 contains 8618 members 
Mstep: Class 3 contains 72551 members 
Mstep: Class 4 contains 29237 members 
Mstep: Class 5 contains 92024 members 
Mstep: Class 6 contains 7259 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 10705 members 
Mstep: Class 9 contains 60676 members 
Mstep: Class 10 contains 14540 members 
Mstep: Class 11 contains 29196 members 
Mstep: Class 12 contains 16765 members 
Mstep: Class 13 contains 6482 members 
Mstep: Class 14 contains 956 members 
Mstep: Class 15 contains 3777 members 
Mstep: Class 16 contains 7602 members 
Mstep: Class 17 contains 6018 members 
Mstep: Class 18 contains 9412 members 
Mstep: Class 19 contains 3162 members 
Mstep: Class 20 contains 1917 members 
Mstep: Class 21 contains 9815 members 
Mstep: Class 22 contains 3547 members 
Mstep: Class 23 contains 5163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35915820.000000 Penalty: 50359.671875
Iteration 48Q: 24 clusters Score -3.591582e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 307887 members 
Mstep: Class 2 contains 8599 members 
Mstep: Class 3 contains 72458 members 
Mstep: Class 4 contains 29154 members 
Mstep: Class 5 contains 91899 members 
Mstep: Class 6 contains 7277 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 10990 members 
Mstep: Class 9 contains 60469 members 
Mstep: Class 10 contains 14546 members 
Mstep: Class 11 contains 29342 members 
Mstep: Class 12 contains 16556 members 
Mstep: Class 13 contains 6506 members 
Mstep: Class 14 contains 967 members 
Mstep: Class 15 contains 3841 members 
Mstep: Class 16 contains 7792 members 
Mstep: Class 17 contains 6060 members 
Mstep: Class 18 contains 9451 members 
Mstep: Class 19 contains 3201 members 
Mstep: Class 20 contains 1922 members 
Mstep: Class 21 contains 9868 members 
Mstep: Class 22 contains 3522 members 
Mstep: Class 23 contains 5158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35916092.000000 Penalty: 50359.671875
Iteration 49Q: 24 clusters Score -3.591609e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 307723 members 
Mstep: Class 2 contains 8583 members 
Mstep: Class 3 contains 72390 members 
Mstep: Class 4 contains 29080 members 
Mstep: Class 5 contains 91737 members 
Mstep: Class 6 contains 7290 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 11281 members 
Mstep: Class 9 contains 60271 members 
Mstep: Class 10 contains 14542 members 
Mstep: Class 11 contains 29493 members 
Mstep: Class 12 contains 16327 members 
Mstep: Class 13 contains 6541 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 3903 members 
Mstep: Class 16 contains 7962 members 
Mstep: Class 17 contains 6131 members 
Mstep: Class 18 contains 9488 members 
Mstep: Class 19 contains 3234 members 
Mstep: Class 20 contains 1932 members 
Mstep: Class 21 contains 9922 members 
Mstep: Class 22 contains 3511 members 
Mstep: Class 23 contains 5146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35916380.000000 Penalty: 50359.671875
Iteration 50Q: 24 clusters Score -3.591638e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 307526 members 
Mstep: Class 2 contains 8564 members 
Mstep: Class 3 contains 72337 members 
Mstep: Class 4 contains 29009 members 
Mstep: Class 5 contains 91579 members 
Mstep: Class 6 contains 7309 members 
Mstep: Class 7 contains 3338 members 
Mstep: Class 8 contains 11570 members 
Mstep: Class 9 contains 60100 members 
Mstep: Class 10 contains 14538 members 
Mstep: Class 11 contains 29653 members 
Mstep: Class 12 contains 16104 members 
Mstep: Class 13 contains 6572 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 3957 members 
Mstep: Class 16 contains 8111 members 
Mstep: Class 17 contains 6181 members 
Mstep: Class 18 contains 9545 members 
Mstep: Class 19 contains 3268 members 
Mstep: Class 20 contains 1932 members 
Mstep: Class 21 contains 9962 members 
Mstep: Class 22 contains 3508 members 
Mstep: Class 23 contains 5154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35916700.000000 Penalty: 50359.671875
Iteration 51Q: 24 clusters Score -3.59167e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 307323 members 
Mstep: Class 2 contains 8552 members 
Mstep: Class 3 contains 72288 members 
Mstep: Class 4 contains 28934 members 
Mstep: Class 5 contains 91414 members 
Mstep: Class 6 contains 7330 members 
Mstep: Class 7 contains 3338 members 
Mstep: Class 8 contains 11839 members 
Mstep: Class 9 contains 59964 members 
Mstep: Class 10 contains 14536 members 
Mstep: Class 11 contains 29786 members 
Mstep: Class 12 contains 15906 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 3993 members 
Mstep: Class 16 contains 8247 members 
Mstep: Class 17 contains 6260 members 
Mstep: Class 18 contains 9598 members 
Mstep: Class 19 contains 3294 members 
Mstep: Class 20 contains 1938 members 
Mstep: Class 21 contains 9975 members 
Mstep: Class 22 contains 3499 members 
Mstep: Class 23 contains 5195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35917124.000000 Penalty: 50359.671875
Iteration 52Q: 24 clusters Score -3.591712e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 307100 members 
Mstep: Class 2 contains 8536 members 
Mstep: Class 3 contains 72268 members 
Mstep: Class 4 contains 28877 members 
Mstep: Class 5 contains 91272 members 
Mstep: Class 6 contains 7344 members 
Mstep: Class 7 contains 3338 members 
Mstep: Class 8 contains 12068 members 
Mstep: Class 9 contains 59854 members 
Mstep: Class 10 contains 14536 members 
Mstep: Class 11 contains 29914 members 
Mstep: Class 12 contains 15737 members 
Mstep: Class 13 contains 6631 members 
Mstep: Class 14 contains 1000 members 
Mstep: Class 15 contains 4031 members 
Mstep: Class 16 contains 8346 members 
Mstep: Class 17 contains 6328 members 
Mstep: Class 18 contains 9650 members 
Mstep: Class 19 contains 3318 members 
Mstep: Class 20 contains 1940 members 
Mstep: Class 21 contains 9999 members 
Mstep: Class 22 contains 3486 members 
Mstep: Class 23 contains 5232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35917500.000000 Penalty: 50359.671875
Iteration 53Q: 24 clusters Score -3.59175e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 306890 members 
Mstep: Class 2 contains 8517 members 
Mstep: Class 3 contains 72240 members 
Mstep: Class 4 contains 28827 members 
Mstep: Class 5 contains 91153 members 
Mstep: Class 6 contains 7353 members 
Mstep: Class 7 contains 3337 members 
Mstep: Class 8 contains 12279 members 
Mstep: Class 9 contains 59765 members 
Mstep: Class 10 contains 14536 members 
Mstep: Class 11 contains 30044 members 
Mstep: Class 12 contains 15558 members 
Mstep: Class 13 contains 6652 members 
Mstep: Class 14 contains 1005 members 
Mstep: Class 15 contains 4066 members 
Mstep: Class 16 contains 8441 members 
Mstep: Class 17 contains 6418 members 
Mstep: Class 18 contains 9685 members 
Mstep: Class 19 contains 3349 members 
Mstep: Class 20 contains 1949 members 
Mstep: Class 21 contains 10019 members 
Mstep: Class 22 contains 3459 members 
Mstep: Class 23 contains 5263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35917696.000000 Penalty: 50359.671875
Iteration 54Q: 24 clusters Score -3.59177e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 306671 members 
Mstep: Class 2 contains 8502 members 
Mstep: Class 3 contains 72218 members 
Mstep: Class 4 contains 28782 members 
Mstep: Class 5 contains 91040 members 
Mstep: Class 6 contains 7363 members 
Mstep: Class 7 contains 3335 members 
Mstep: Class 8 contains 12453 members 
Mstep: Class 9 contains 59698 members 
Mstep: Class 10 contains 14533 members 
Mstep: Class 11 contains 30178 members 
Mstep: Class 12 contains 15393 members 
Mstep: Class 13 contains 6672 members 
Mstep: Class 14 contains 1010 members 
Mstep: Class 15 contains 4101 members 
Mstep: Class 16 contains 8511 members 
Mstep: Class 17 contains 6531 members 
Mstep: Class 18 contains 9719 members 
Mstep: Class 19 contains 3374 members 
Mstep: Class 20 contains 1955 members 
Mstep: Class 21 contains 10038 members 
Mstep: Class 22 contains 3424 members 
Mstep: Class 23 contains 5305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35918028.000000 Penalty: 50359.671875
Iteration 55Q: 24 clusters Score -3.591803e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 306463 members 
Mstep: Class 2 contains 8488 members 
Mstep: Class 3 contains 72191 members 
Mstep: Class 4 contains 28740 members 
Mstep: Class 5 contains 90916 members 
Mstep: Class 6 contains 7371 members 
Mstep: Class 7 contains 3335 members 
Mstep: Class 8 contains 12621 members 
Mstep: Class 9 contains 59650 members 
Mstep: Class 10 contains 14532 members 
Mstep: Class 11 contains 30289 members 
Mstep: Class 12 contains 15253 members 
Mstep: Class 13 contains 6690 members 
Mstep: Class 14 contains 1012 members 
Mstep: Class 15 contains 4134 members 
Mstep: Class 16 contains 8571 members 
Mstep: Class 17 contains 6663 members 
Mstep: Class 18 contains 9740 members 
Mstep: Class 19 contains 3405 members 
Mstep: Class 20 contains 1955 members 
Mstep: Class 21 contains 10042 members 
Mstep: Class 22 contains 3418 members 
Mstep: Class 23 contains 5327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35918188.000000 Penalty: 50359.671875
Iteration 56Q: 24 clusters Score -3.591819e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 306263 members 
Mstep: Class 2 contains 8473 members 
Mstep: Class 3 contains 72167 members 
Mstep: Class 4 contains 28707 members 
Mstep: Class 5 contains 90791 members 
Mstep: Class 6 contains 7380 members 
Mstep: Class 7 contains 3335 members 
Mstep: Class 8 contains 12774 members 
Mstep: Class 9 contains 59612 members 
Mstep: Class 10 contains 14530 members 
Mstep: Class 11 contains 30400 members 
Mstep: Class 12 contains 15093 members 
Mstep: Class 13 contains 6702 members 
Mstep: Class 14 contains 1013 members 
Mstep: Class 15 contains 4167 members 
Mstep: Class 16 contains 8623 members 
Mstep: Class 17 contains 6811 members 
Mstep: Class 18 contains 9765 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 1960 members 
Mstep: Class 21 contains 10048 members 
Mstep: Class 22 contains 3408 members 
Mstep: Class 23 contains 5344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35918376.000000 Penalty: 50359.671875
Iteration 57Q: 24 clusters Score -3.591838e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 306079 members 
Mstep: Class 2 contains 8458 members 
Mstep: Class 3 contains 72153 members 
Mstep: Class 4 contains 28686 members 
Mstep: Class 5 contains 90657 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 3335 members 
Mstep: Class 8 contains 12925 members 
Mstep: Class 9 contains 59578 members 
Mstep: Class 10 contains 14530 members 
Mstep: Class 11 contains 30539 members 
Mstep: Class 12 contains 14902 members 
Mstep: Class 13 contains 6711 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 4198 members 
Mstep: Class 16 contains 8662 members 
Mstep: Class 17 contains 6959 members 
Mstep: Class 18 contains 9777 members 
Mstep: Class 19 contains 3472 members 
Mstep: Class 20 contains 1967 members 
Mstep: Class 21 contains 10047 members 
Mstep: Class 22 contains 3392 members 
Mstep: Class 23 contains 5376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35918448.000000 Penalty: 50359.671875
Iteration 58Q: 24 clusters Score -3.591845e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 305842 members 
Mstep: Class 2 contains 8441 members 
Mstep: Class 3 contains 72143 members 
Mstep: Class 4 contains 28669 members 
Mstep: Class 5 contains 90524 members 
Mstep: Class 6 contains 7390 members 
Mstep: Class 7 contains 3335 members 
Mstep: Class 8 contains 13069 members 
Mstep: Class 9 contains 59551 members 
Mstep: Class 10 contains 14527 members 
Mstep: Class 11 contains 30714 members 
Mstep: Class 12 contains 14724 members 
Mstep: Class 13 contains 6715 members 
Mstep: Class 14 contains 1018 members 
Mstep: Class 15 contains 4232 members 
Mstep: Class 16 contains 8698 members 
Mstep: Class 17 contains 7133 members 
Mstep: Class 18 contains 9797 members 
Mstep: Class 19 contains 3499 members 
Mstep: Class 20 contains 1986 members 
Mstep: Class 21 contains 10048 members 
Mstep: Class 22 contains 3368 members 
Mstep: Class 23 contains 5383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35918480.000000 Penalty: 50359.671875
Iteration 59Q: 24 clusters Score -3.591848e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 305602 members 
Mstep: Class 2 contains 8433 members 
Mstep: Class 3 contains 72138 members 
Mstep: Class 4 contains 28657 members 
Mstep: Class 5 contains 90414 members 
Mstep: Class 6 contains 7393 members 
Mstep: Class 7 contains 3335 members 
Mstep: Class 8 contains 13199 members 
Mstep: Class 9 contains 59528 members 
Mstep: Class 10 contains 14524 members 
Mstep: Class 11 contains 30871 members 
Mstep: Class 12 contains 14544 members 
Mstep: Class 13 contains 6720 members 
Mstep: Class 14 contains 1018 members 
Mstep: Class 15 contains 4261 members 
Mstep: Class 16 contains 8724 members 
Mstep: Class 17 contains 7305 members 
Mstep: Class 18 contains 9829 members 
Mstep: Class 19 contains 3525 members 
Mstep: Class 20 contains 1991 members 
Mstep: Class 21 contains 10058 members 
Mstep: Class 22 contains 3341 members 
Mstep: Class 23 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35918792.000000 Penalty: 50359.671875
Iteration 60F: 24 clusters Score -3.591879e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 305342 members 
Mstep: Class 2 contains 8427 members 
Mstep: Class 3 contains 72127 members 
Mstep: Class 4 contains 28642 members 
Mstep: Class 5 contains 90339 members 
Mstep: Class 6 contains 7397 members 
Mstep: Class 7 contains 3334 members 
Mstep: Class 8 contains 13304 members 
Mstep: Class 9 contains 59500 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 31014 members 
Mstep: Class 12 contains 14382 members 
Mstep: Class 13 contains 6724 members 
Mstep: Class 14 contains 1021 members 
Mstep: Class 15 contains 4396 members 
Mstep: Class 16 contains 8760 members 
Mstep: Class 17 contains 7472 members 
Mstep: Class 18 contains 9857 members 
Mstep: Class 19 contains 3554 members 
Mstep: Class 20 contains 1983 members 
Mstep: Class 21 contains 10065 members 
Mstep: Class 22 contains 3312 members 
Mstep: Class 23 contains 5335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35919160.000000 Penalty: 50359.671875
Iteration 61Q: 24 clusters Score -3.591916e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 305101 members 
Mstep: Class 2 contains 8416 members 
Mstep: Class 3 contains 72146 members 
Mstep: Class 4 contains 28624 members 
Mstep: Class 5 contains 90234 members 
Mstep: Class 6 contains 7402 members 
Mstep: Class 7 contains 3334 members 
Mstep: Class 8 contains 13424 members 
Mstep: Class 9 contains 59471 members 
Mstep: Class 10 contains 14517 members 
Mstep: Class 11 contains 31165 members 
Mstep: Class 12 contains 14226 members 
Mstep: Class 13 contains 6731 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 4502 members 
Mstep: Class 16 contains 8795 members 
Mstep: Class 17 contains 7633 members 
Mstep: Class 18 contains 9880 members 
Mstep: Class 19 contains 3582 members 
Mstep: Class 20 contains 1987 members 
Mstep: Class 21 contains 10064 members 
Mstep: Class 22 contains 3287 members 
Mstep: Class 23 contains 5258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35919492.000000 Penalty: 50359.671875
Iteration 62Q: 24 clusters Score -3.591949e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 304893 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 72178 members 
Mstep: Class 4 contains 28617 members 
Mstep: Class 5 contains 90147 members 
Mstep: Class 6 contains 7408 members 
Mstep: Class 7 contains 3334 members 
Mstep: Class 8 contains 13522 members 
Mstep: Class 9 contains 59444 members 
Mstep: Class 10 contains 14514 members 
Mstep: Class 11 contains 31303 members 
Mstep: Class 12 contains 14065 members 
Mstep: Class 13 contains 6742 members 
Mstep: Class 14 contains 1028 members 
Mstep: Class 15 contains 4600 members 
Mstep: Class 16 contains 8818 members 
Mstep: Class 17 contains 7785 members 
Mstep: Class 18 contains 9878 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 1982 members 
Mstep: Class 21 contains 10066 members 
Mstep: Class 22 contains 3274 members 
Mstep: Class 23 contains 5191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35919936.000000 Penalty: 50359.671875
Iteration 63Q: 24 clusters Score -3.591994e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 304688 members 
Mstep: Class 2 contains 8396 members 
Mstep: Class 3 contains 72201 members 
Mstep: Class 4 contains 28605 members 
Mstep: Class 5 contains 90097 members 
Mstep: Class 6 contains 7411 members 
Mstep: Class 7 contains 3334 members 
Mstep: Class 8 contains 13597 members 
Mstep: Class 9 contains 59427 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 31455 members 
Mstep: Class 12 contains 13904 members 
Mstep: Class 13 contains 6746 members 
Mstep: Class 14 contains 1028 members 
Mstep: Class 15 contains 4658 members 
Mstep: Class 16 contains 8838 members 
Mstep: Class 17 contains 7930 members 
Mstep: Class 18 contains 9885 members 
Mstep: Class 19 contains 3638 members 
Mstep: Class 20 contains 1974 members 
Mstep: Class 21 contains 10074 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 5149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35920104.000000 Penalty: 50359.671875
Iteration 64Q: 24 clusters Score -3.59201e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 304535 members 
Mstep: Class 2 contains 8392 members 
Mstep: Class 3 contains 72219 members 
Mstep: Class 4 contains 28600 members 
Mstep: Class 5 contains 90040 members 
Mstep: Class 6 contains 7413 members 
Mstep: Class 7 contains 3334 members 
Mstep: Class 8 contains 13673 members 
Mstep: Class 9 contains 59415 members 
Mstep: Class 10 contains 14514 members 
Mstep: Class 11 contains 31589 members 
Mstep: Class 12 contains 13737 members 
Mstep: Class 13 contains 6749 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 4692 members 
Mstep: Class 16 contains 8849 members 
Mstep: Class 17 contains 8050 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 3660 members 
Mstep: Class 20 contains 1964 members 
Mstep: Class 21 contains 10083 members 
Mstep: Class 22 contains 3237 members 
Mstep: Class 23 contains 5153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35920204.000000 Penalty: 50359.671875
Iteration 65Q: 24 clusters Score -3.59202e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 304387 members 
Mstep: Class 2 contains 8391 members 
Mstep: Class 3 contains 72237 members 
Mstep: Class 4 contains 28593 members 
Mstep: Class 5 contains 89974 members 
Mstep: Class 6 contains 7414 members 
Mstep: Class 7 contains 3334 members 
Mstep: Class 8 contains 13736 members 
Mstep: Class 9 contains 59404 members 
Mstep: Class 10 contains 14514 members 
Mstep: Class 11 contains 31708 members 
Mstep: Class 12 contains 13561 members 
Mstep: Class 13 contains 6752 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 4690 members 
Mstep: Class 16 contains 8860 members 
Mstep: Class 17 contains 8190 members 
Mstep: Class 18 contains 9888 members 
Mstep: Class 19 contains 3689 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 10089 members 
Mstep: Class 22 contains 3222 members 
Mstep: Class 23 contains 5180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35920416.000000 Penalty: 50359.671875
Iteration 66Q: 24 clusters Score -3.592042e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 304220 members 
Mstep: Class 2 contains 8389 members 
Mstep: Class 3 contains 72252 members 
Mstep: Class 4 contains 28588 members 
Mstep: Class 5 contains 89930 members 
Mstep: Class 6 contains 7413 members 
Mstep: Class 7 contains 3334 members 
Mstep: Class 8 contains 13791 members 
Mstep: Class 9 contains 59399 members 
Mstep: Class 10 contains 14510 members 
Mstep: Class 11 contains 31856 members 
Mstep: Class 12 contains 13398 members 
Mstep: Class 13 contains 6753 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 4666 members 
Mstep: Class 16 contains 8872 members 
Mstep: Class 17 contains 8315 members 
Mstep: Class 18 contains 9907 members 
Mstep: Class 19 contains 3721 members 
Mstep: Class 20 contains 1964 members 
Mstep: Class 21 contains 10086 members 
Mstep: Class 22 contains 3204 members 
Mstep: Class 23 contains 5208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35920448.000000 Penalty: 50359.671875
Iteration 67Q: 24 clusters Score -3.592045e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 304066 members 
Mstep: Class 2 contains 8383 members 
Mstep: Class 3 contains 72261 members 
Mstep: Class 4 contains 28585 members 
Mstep: Class 5 contains 89884 members 
Mstep: Class 6 contains 7414 members 
Mstep: Class 7 contains 3334 members 
Mstep: Class 8 contains 13846 members 
Mstep: Class 9 contains 59385 members 
Mstep: Class 10 contains 14509 members 
Mstep: Class 11 contains 31983 members 
Mstep: Class 12 contains 13236 members 
Mstep: Class 13 contains 6754 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 4644 members 
Mstep: Class 16 contains 8881 members 
Mstep: Class 17 contains 8430 members 
Mstep: Class 18 contains 9920 members 
Mstep: Class 19 contains 3759 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 10093 members 
Mstep: Class 22 contains 3201 members 
Mstep: Class 23 contains 5245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35920600.000000 Penalty: 50359.671875
Iteration 68Q: 24 clusters Score -3.59206e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 303908 members 
Mstep: Class 2 contains 8383 members 
Mstep: Class 3 contains 72275 members 
Mstep: Class 4 contains 28582 members 
Mstep: Class 5 contains 89852 members 
Mstep: Class 6 contains 7419 members 
Mstep: Class 7 contains 3334 members 
Mstep: Class 8 contains 13882 members 
Mstep: Class 9 contains 59371 members 
Mstep: Class 10 contains 14512 members 
Mstep: Class 11 contains 32122 members 
Mstep: Class 12 contains 13085 members 
Mstep: Class 13 contains 6754 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 8893 members 
Mstep: Class 17 contains 8539 members 
Mstep: Class 18 contains 9929 members 
Mstep: Class 19 contains 3801 members 
Mstep: Class 20 contains 1963 members 
Mstep: Class 21 contains 10091 members 
Mstep: Class 22 contains 3187 members 
Mstep: Class 23 contains 5279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35920624.000000 Penalty: 50359.671875
Iteration 69Q: 24 clusters Score -3.592062e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 303726 members 
Mstep: Class 2 contains 8381 members 
Mstep: Class 3 contains 72303 members 
Mstep: Class 4 contains 28578 members 
Mstep: Class 5 contains 89841 members 
Mstep: Class 6 contains 7422 members 
Mstep: Class 7 contains 3334 members 
Mstep: Class 8 contains 13910 members 
Mstep: Class 9 contains 59353 members 
Mstep: Class 10 contains 14513 members 
Mstep: Class 11 contains 32252 members 
Mstep: Class 12 contains 12940 members 
Mstep: Class 13 contains 6756 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4608 members 
Mstep: Class 16 contains 8904 members 
Mstep: Class 17 contains 8641 members 
Mstep: Class 18 contains 9930 members 
Mstep: Class 19 contains 3839 members 
Mstep: Class 20 contains 1969 members 
Mstep: Class 21 contains 10100 members 
Mstep: Class 22 contains 3171 members 
Mstep: Class 23 contains 5306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35920772.000000 Penalty: 50359.671875
Iteration 70Q: 24 clusters Score -3.592077e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 303571 members 
Mstep: Class 2 contains 8374 members 
Mstep: Class 3 contains 72308 members 
Mstep: Class 4 contains 28576 members 
Mstep: Class 5 contains 89817 members 
Mstep: Class 6 contains 7425 members 
Mstep: Class 7 contains 3334 members 
Mstep: Class 8 contains 13933 members 
Mstep: Class 9 contains 59334 members 
Mstep: Class 10 contains 14513 members 
Mstep: Class 11 contains 32371 members 
Mstep: Class 12 contains 12799 members 
Mstep: Class 13 contains 6759 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 4602 members 
Mstep: Class 16 contains 8912 members 
Mstep: Class 17 contains 8758 members 
Mstep: Class 18 contains 9934 members 
Mstep: Class 19 contains 3876 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 10109 members 
Mstep: Class 22 contains 3157 members 
Mstep: Class 23 contains 5343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35920740.000000 Penalty: 50359.671875
Iteration 71Q: 24 clusters Score -3.592074e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 303413 members 
Mstep: Class 2 contains 8373 members 
Mstep: Class 3 contains 72317 members 
Mstep: Class 4 contains 28573 members 
Mstep: Class 5 contains 89800 members 
Mstep: Class 6 contains 7427 members 
Mstep: Class 7 contains 3334 members 
Mstep: Class 8 contains 13941 members 
Mstep: Class 9 contains 59314 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 32452 members 
Mstep: Class 12 contains 12669 members 
Mstep: Class 13 contains 6765 members 
Mstep: Class 14 contains 1031 members 
Mstep: Class 15 contains 4592 members 
Mstep: Class 16 contains 8926 members 
Mstep: Class 17 contains 8884 members 
Mstep: Class 18 contains 9931 members 
Mstep: Class 19 contains 3931 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 10114 members 
Mstep: Class 22 contains 3146 members 
Mstep: Class 23 contains 5386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35920876.000000 Penalty: 50359.671875
Iteration 72Q: 24 clusters Score -3.592088e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 303235 members 
Mstep: Class 2 contains 8371 members 
Mstep: Class 3 contains 72324 members 
Mstep: Class 4 contains 28571 members 
Mstep: Class 5 contains 89783 members 
Mstep: Class 6 contains 7430 members 
Mstep: Class 7 contains 3334 members 
Mstep: Class 8 contains 13957 members 
Mstep: Class 9 contains 59296 members 
Mstep: Class 10 contains 14517 members 
Mstep: Class 11 contains 32552 members 
Mstep: Class 12 contains 12540 members 
Mstep: Class 13 contains 6768 members 
Mstep: Class 14 contains 1032 members 
Mstep: Class 15 contains 4584 members 
Mstep: Class 16 contains 8940 members 
Mstep: Class 17 contains 9018 members 
Mstep: Class 18 contains 9929 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 1971 members 
Mstep: Class 21 contains 10119 members 
Mstep: Class 22 contains 3134 members 
Mstep: Class 23 contains 5424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35920964.000000 Penalty: 50359.671875
Iteration 73Q: 24 clusters Score -3.592096e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 303059 members 
Mstep: Class 2 contains 8369 members 
Mstep: Class 3 contains 72336 members 
Mstep: Class 4 contains 28566 members 
Mstep: Class 5 contains 89768 members 
Mstep: Class 6 contains 7431 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 13974 members 
Mstep: Class 9 contains 59281 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 32643 members 
Mstep: Class 12 contains 12409 members 
Mstep: Class 13 contains 6773 members 
Mstep: Class 14 contains 1032 members 
Mstep: Class 15 contains 4581 members 
Mstep: Class 16 contains 8952 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 9928 members 
Mstep: Class 19 contains 4017 members 
Mstep: Class 20 contains 1975 members 
Mstep: Class 21 contains 10122 members 
Mstep: Class 22 contains 3127 members 
Mstep: Class 23 contains 5465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35921048.000000 Penalty: 50359.671875
Iteration 74Q: 24 clusters Score -3.592105e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 302874 members 
Mstep: Class 2 contains 8366 members 
Mstep: Class 3 contains 72344 members 
Mstep: Class 4 contains 28561 members 
Mstep: Class 5 contains 89756 members 
Mstep: Class 6 contains 7432 members 
Mstep: Class 7 contains 3332 members 
Mstep: Class 8 contains 13986 members 
Mstep: Class 9 contains 59275 members 
Mstep: Class 10 contains 14515 members 
Mstep: Class 11 contains 32726 members 
Mstep: Class 12 contains 12291 members 
Mstep: Class 13 contains 6775 members 
Mstep: Class 14 contains 1033 members 
Mstep: Class 15 contains 4579 members 
Mstep: Class 16 contains 8959 members 
Mstep: Class 17 contains 9286 members 
Mstep: Class 18 contains 9925 members 
Mstep: Class 19 contains 4065 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 10123 members 
Mstep: Class 22 contains 3120 members 
Mstep: Class 23 contains 5504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35921012.000000 Penalty: 50359.671875
Iteration 75Q: 24 clusters Score -3.592101e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 302695 members 
Mstep: Class 2 contains 8361 members 
Mstep: Class 3 contains 72360 members 
Mstep: Class 4 contains 28557 members 
Mstep: Class 5 contains 89749 members 
Mstep: Class 6 contains 7434 members 
Mstep: Class 7 contains 3332 members 
Mstep: Class 8 contains 14001 members 
Mstep: Class 9 contains 59265 members 
Mstep: Class 10 contains 14515 members 
Mstep: Class 11 contains 32771 members 
Mstep: Class 12 contains 12182 members 
Mstep: Class 13 contains 6777 members 
Mstep: Class 14 contains 1033 members 
Mstep: Class 15 contains 4579 members 
Mstep: Class 16 contains 8968 members 
Mstep: Class 17 contains 9416 members 
Mstep: Class 18 contains 9945 members 
Mstep: Class 19 contains 4116 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 10124 members 
Mstep: Class 22 contains 3109 members 
Mstep: Class 23 contains 5538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35920984.000000 Penalty: 50359.671875
Iteration 76Q: 24 clusters Score -3.592098e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 302524 members 
Mstep: Class 2 contains 8361 members 
Mstep: Class 3 contains 72386 members 
Mstep: Class 4 contains 28554 members 
Mstep: Class 5 contains 89726 members 
Mstep: Class 6 contains 7434 members 
Mstep: Class 7 contains 3332 members 
Mstep: Class 8 contains 14021 members 
Mstep: Class 9 contains 59258 members 
Mstep: Class 10 contains 14513 members 
Mstep: Class 11 contains 32820 members 
Mstep: Class 12 contains 12076 members 
Mstep: Class 13 contains 6779 members 
Mstep: Class 14 contains 1032 members 
Mstep: Class 15 contains 4576 members 
Mstep: Class 16 contains 8974 members 
Mstep: Class 17 contains 9549 members 
Mstep: Class 18 contains 9953 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 1978 members 
Mstep: Class 21 contains 10125 members 
Mstep: Class 22 contains 3099 members 
Mstep: Class 23 contains 5574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35921044.000000 Penalty: 50359.671875
Iteration 77Q: 24 clusters Score -3.592104e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 302371 members 
Mstep: Class 2 contains 8359 members 
Mstep: Class 3 contains 72399 members 
Mstep: Class 4 contains 28553 members 
Mstep: Class 5 contains 89709 members 
Mstep: Class 6 contains 7435 members 
Mstep: Class 7 contains 3332 members 
Mstep: Class 8 contains 14041 members 
Mstep: Class 9 contains 59250 members 
Mstep: Class 10 contains 14513 members 
Mstep: Class 11 contains 32889 members 
Mstep: Class 12 contains 11959 members 
Mstep: Class 13 contains 6780 members 
Mstep: Class 14 contains 1033 members 
Mstep: Class 15 contains 4574 members 
Mstep: Class 16 contains 8980 members 
Mstep: Class 17 contains 9663 members 
Mstep: Class 18 contains 9961 members 
Mstep: Class 19 contains 4200 members 
Mstep: Class 20 contains 1982 members 
Mstep: Class 21 contains 10126 members 
Mstep: Class 22 contains 3086 members 
Mstep: Class 23 contains 5611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35921128.000000 Penalty: 50359.671875
Iteration 78Q: 24 clusters Score -3.592113e+07 nChanged 506
Entering ConstructFrom: 
Score: -35921128.000000 Penalty: 50359.671875
Entering ConstructFrom: 
Trying to split cluster 1 (302231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302231 members 
Entering Unmasked Estep 
Score: -16091445.000000 Penalty: 2050.578857
	Iteration 0F: 2 clusters Score -1.609144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151359 members 
Mstep: Class 2 contains 150872 members 
Entering Unmasked Estep 
Score: -15887952.000000 Penalty: 4101.157715
	Iteration 0F: 3 clusters Score -1.588795e+07 nChanged 146962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153277 members 
Mstep: Class 2 contains 148954 members 
Entering Unmasked Estep 
Score: -15977825.000000 Penalty: 4101.157715
	Iteration 1F: 3 clusters Score -1.597782e+07 nChanged 11096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153359 members 
Mstep: Class 2 contains 148872 members 
Entering Unmasked Estep 
Score: -15981799.000000 Penalty: 4101.157715
	Iteration 2Q: 3 clusters Score -1.59818e+07 nChanged 13764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153651 members 
Mstep: Class 2 contains 148580 members 
Entering Unmasked Estep 
Score: -15987896.000000 Penalty: 4101.157715
	Iteration 3Q: 3 clusters Score -1.59879e+07 nChanged 17244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154557 members 
Mstep: Class 2 contains 147674 members 
Entering Unmasked Estep 
Score: -15998567.000000 Penalty: 4101.157715
	Iteration 4F: 3 clusters Score -1.599857e+07 nChanged 21005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156408 members 
Mstep: Class 2 contains 145823 members 
Entering Unmasked Estep 
Score: -16015237.000000 Penalty: 4101.157715
	Iteration 5F: 3 clusters Score -1.601524e+07 nChanged 23843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159885 members 
Mstep: Class 2 contains 142346 members 
Entering Unmasked Estep 
Score: -16036848.000000 Penalty: 4101.157715
	Iteration 6F: 3 clusters Score -1.603685e+07 nChanged 22840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163927 members 
Mstep: Class 2 contains 138304 members 
Entering Unmasked Estep 
Score: -16057021.000000 Penalty: 4101.157715
	Iteration 7F: 3 clusters Score -1.605702e+07 nChanged 18125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167374 members 
Mstep: Class 2 contains 134857 members 
Entering Unmasked Estep 
Score: -16069979.000000 Penalty: 4101.157715
	Iteration 8F: 3 clusters Score -1.606998e+07 nChanged 12371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169763 members 
Mstep: Class 2 contains 132468 members 
Entering Unmasked Estep 
Score: -16076622.000000 Penalty: 4101.157715
	Iteration 9Q: 3 clusters Score -1.607662e+07 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170995 members 
Mstep: Class 2 contains 131236 members 
Entering Unmasked Estep 
Score: -16079774.000000 Penalty: 4101.157715
	Iteration 10Q: 3 clusters Score -1.607977e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171432 members 
Mstep: Class 2 contains 130799 members 
Entering Unmasked Estep 
Score: -16081433.000000 Penalty: 4101.157715
	Iteration 11Q: 3 clusters Score -1.608143e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171354 members 
Mstep: Class 2 contains 130877 members 
Entering Unmasked Estep 
Score: -16082292.000000 Penalty: 4101.157715
	Iteration 12Q: 3 clusters Score -1.608229e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170960 members 
Mstep: Class 2 contains 131271 members 
Entering Unmasked Estep 
Score: -16082882.000000 Penalty: 4101.157715
	Iteration 13Q: 3 clusters Score -1.608288e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170433 members 
Mstep: Class 2 contains 131798 members 
Entering Unmasked Estep 
Score: -16083276.000000 Penalty: 4101.157715
	Iteration 14Q: 3 clusters Score -1.608328e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169776 members 
Mstep: Class 2 contains 132455 members 
Entering Unmasked Estep 
Score: -16083561.000000 Penalty: 4101.157715
	Iteration 15Q: 3 clusters Score -1.608356e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169081 members 
Mstep: Class 2 contains 133150 members 
Entering Unmasked Estep 
Score: -16083783.000000 Penalty: 4101.157715
	Iteration 16Q: 3 clusters Score -1.608378e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168352 members 
Mstep: Class 2 contains 133879 members 
Entering Unmasked Estep 
Score: -16083984.000000 Penalty: 4101.157715
	Iteration 17Q: 3 clusters Score -1.608398e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167647 members 
Mstep: Class 2 contains 134584 members 
Entering Unmasked Estep 
Score: -16084105.000000 Penalty: 4101.157715
	Iteration 18Q: 3 clusters Score -1.60841e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166947 members 
Mstep: Class 2 contains 135284 members 
Entering Unmasked Estep 
Score: -16084131.000000 Penalty: 4101.157715
	Iteration 19Q: 3 clusters Score -1.608413e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166317 members 
Mstep: Class 2 contains 135914 members 
Entering Unmasked Estep 
Score: -16084155.000000 Penalty: 4101.157715
	Iteration 20F: 3 clusters Score -1.608416e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165671 members 
Mstep: Class 2 contains 136560 members 
Entering Unmasked Estep 
Score: -16084262.000000 Penalty: 4101.157715
	Iteration 21Q: 3 clusters Score -1.608426e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165069 members 
Mstep: Class 2 contains 137162 members 
Entering Unmasked Estep 
Score: -16084351.000000 Penalty: 4101.157715
	Iteration 22Q: 3 clusters Score -1.608435e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164468 members 
Mstep: Class 2 contains 137763 members 
Entering Unmasked Estep 
Score: -16084366.000000 Penalty: 4101.157715
	Iteration 23Q: 3 clusters Score -1.608437e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163910 members 
Mstep: Class 2 contains 138321 members 
Entering Unmasked Estep 
Score: -16084432.000000 Penalty: 4101.157715
	Iteration 24Q: 3 clusters Score -1.608443e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163358 members 
Mstep: Class 2 contains 138873 members 
Entering Unmasked Estep 
Score: -16084436.000000 Penalty: 4101.157715
	Iteration 25Q: 3 clusters Score -1.608444e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162813 members 
Mstep: Class 2 contains 139418 members 
Entering Unmasked Estep 
Score: -16084451.000000 Penalty: 4101.157715
	Iteration 26Q: 3 clusters Score -1.608445e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162304 members 
Mstep: Class 2 contains 139927 members 
Entering Unmasked Estep 
Score: -16084458.000000 Penalty: 4101.157715
	Iteration 27Q: 3 clusters Score -1.608446e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161861 members 
Mstep: Class 2 contains 140370 members 
Entering Unmasked Estep 
Score: -16084458.000000 Penalty: 4101.157715
	Iteration 28Q: 3 clusters Score -1.608446e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161392 members 
Mstep: Class 2 contains 140839 members 
Entering Unmasked Estep 
Score: -16084450.000000 Penalty: 4101.157715
	Iteration 29Q: 3 clusters Score -1.608445e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160973 members 
Mstep: Class 2 contains 141258 members 
Entering Unmasked Estep 
Score: -16084537.000000 Penalty: 4101.157715
	Iteration 30Q: 3 clusters Score -1.608454e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160542 members 
Mstep: Class 2 contains 141689 members 
Entering Unmasked Estep 
Score: -16084502.000000 Penalty: 4101.157715
	Iteration 31Q: 3 clusters Score -1.60845e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160107 members 
Mstep: Class 2 contains 142124 members 
Entering Unmasked Estep 
Score: -16084507.000000 Penalty: 4101.157715
	Iteration 32Q: 3 clusters Score -1.608451e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159654 members 
Mstep: Class 2 contains 142577 members 
Entering Unmasked Estep 
Score: -16084530.000000 Penalty: 4101.157715
	Iteration 33Q: 3 clusters Score -1.608453e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159179 members 
Mstep: Class 2 contains 143052 members 
Entering Unmasked Estep 
Score: -16084613.000000 Penalty: 4101.157715
	Iteration 34Q: 3 clusters Score -1.608461e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158725 members 
Mstep: Class 2 contains 143506 members 
Entering Unmasked Estep 
Score: -16084576.000000 Penalty: 4101.157715
	Iteration 35Q: 3 clusters Score -1.608458e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158298 members 
Mstep: Class 2 contains 143933 members 
Entering Unmasked Estep 
Score: -16084615.000000 Penalty: 4101.157715
	Iteration 36Q: 3 clusters Score -1.608462e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157837 members 
Mstep: Class 2 contains 144394 members 
Entering Unmasked Estep 
Score: -16084706.000000 Penalty: 4101.157715
	Iteration 37Q: 3 clusters Score -1.608471e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157345 members 
Mstep: Class 2 contains 144886 members 
Entering Unmasked Estep 
Score: -16084697.000000 Penalty: 4101.157715
	Iteration 38Q: 3 clusters Score -1.60847e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156846 members 
Mstep: Class 2 contains 145385 members 
Entering Unmasked Estep 
Score: -16084746.000000 Penalty: 4101.157715
	Iteration 39Q: 3 clusters Score -1.608475e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156311 members 
Mstep: Class 2 contains 145920 members 
Entering Unmasked Estep 
Score: -16084808.000000 Penalty: 4101.157715
	Iteration 40F: 3 clusters Score -1.608481e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155789 members 
Mstep: Class 2 contains 146442 members 
Entering Unmasked Estep 
Score: -16084854.000000 Penalty: 4101.157715
	Iteration 41Q: 3 clusters Score -1.608485e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155286 members 
Mstep: Class 2 contains 146945 members 
Entering Unmasked Estep 
Score: -16084814.000000 Penalty: 4101.157715
	Iteration 42Q: 3 clusters Score -1.608481e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154786 members 
Mstep: Class 2 contains 147445 members 
Entering Unmasked Estep 
Score: -16084883.000000 Penalty: 4101.157715
	Iteration 43Q: 3 clusters Score -1.608488e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154333 members 
Mstep: Class 2 contains 147898 members 
Entering Unmasked Estep 
Score: -16084928.000000 Penalty: 4101.157715
	Iteration 44Q: 3 clusters Score -1.608493e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153872 members 
Mstep: Class 2 contains 148359 members 
Entering Unmasked Estep 
Score: -16084911.000000 Penalty: 4101.157715
	Iteration 45Q: 3 clusters Score -1.608491e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153407 members 
Mstep: Class 2 contains 148824 members 
Entering Unmasked Estep 
Score: -16084884.000000 Penalty: 4101.157715
	Iteration 46Q: 3 clusters Score -1.608488e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152912 members 
Mstep: Class 2 contains 149319 members 
Entering Unmasked Estep 
Score: -16084896.000000 Penalty: 4101.157715
	Iteration 47Q: 3 clusters Score -1.60849e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152428 members 
Mstep: Class 2 contains 149803 members 
Entering Unmasked Estep 
Score: -16084873.000000 Penalty: 4101.157715
	Iteration 48Q: 3 clusters Score -1.608487e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151975 members 
Mstep: Class 2 contains 150256 members 
Entering Unmasked Estep 
Score: -16084832.000000 Penalty: 4101.157715
	Iteration 49Q: 3 clusters Score -1.608483e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151520 members 
Mstep: Class 2 contains 150711 members 
Entering Unmasked Estep 
Score: -16084858.000000 Penalty: 4101.157715
	Iteration 50Q: 3 clusters Score -1.608486e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151082 members 
Mstep: Class 2 contains 151149 members 
Entering Unmasked Estep 
Score: -16084937.000000 Penalty: 4101.157715
	Iteration 51Q: 3 clusters Score -1.608494e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150666 members 
Mstep: Class 2 contains 151565 members 
Entering Unmasked Estep 
Score: -16084975.000000 Penalty: 4101.157715
	Iteration 52Q: 3 clusters Score -1.608498e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150258 members 
Mstep: Class 2 contains 151973 members 
Entering Unmasked Estep 
Score: -16084955.000000 Penalty: 4101.157715
	Iteration 53Q: 3 clusters Score -1.608496e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149853 members 
Mstep: Class 2 contains 152378 members 
Entering Unmasked Estep 
Score: -16084987.000000 Penalty: 4101.157715
	Iteration 54Q: 3 clusters Score -1.608499e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149426 members 
Mstep: Class 2 contains 152805 members 
Entering Unmasked Estep 
Score: -16084994.000000 Penalty: 4101.157715
	Iteration 55Q: 3 clusters Score -1.608499e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148992 members 
Mstep: Class 2 contains 153239 members 
Entering Unmasked Estep 
Score: -16085000.000000 Penalty: 4101.157715
	Iteration 56Q: 3 clusters Score -1.6085e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148528 members 
Mstep: Class 2 contains 153703 members 
Entering Unmasked Estep 
Score: -16085002.000000 Penalty: 4101.157715
	Iteration 57Q: 3 clusters Score -1.6085e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148041 members 
Mstep: Class 2 contains 154190 members 
Entering Unmasked Estep 
Score: -16084988.000000 Penalty: 4101.157715
	Iteration 58Q: 3 clusters Score -1.608499e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147555 members 
Mstep: Class 2 contains 154676 members 
Entering Unmasked Estep 
Score: -16084994.000000 Penalty: 4101.157715
	Iteration 59Q: 3 clusters Score -1.608499e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147050 members 
Mstep: Class 2 contains 155181 members 
Entering Unmasked Estep 
Score: -16085017.000000 Penalty: 4101.157715
	Iteration 60F: 3 clusters Score -1.608502e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146558 members 
Mstep: Class 2 contains 155673 members 
Entering Unmasked Estep 
Score: -16085051.000000 Penalty: 4101.157715
	Iteration 61Q: 3 clusters Score -1.608505e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146081 members 
Mstep: Class 2 contains 156150 members 
Entering Unmasked Estep 
Score: -16085045.000000 Penalty: 4101.157715
	Iteration 62Q: 3 clusters Score -1.608504e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145601 members 
Mstep: Class 2 contains 156630 members 
Entering Unmasked Estep 
Score: -16085038.000000 Penalty: 4101.157715
	Iteration 63Q: 3 clusters Score -1.608504e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145127 members 
Mstep: Class 2 contains 157104 members 
Entering Unmasked Estep 
Score: -16085007.000000 Penalty: 4101.157715
	Iteration 64Q: 3 clusters Score -1.608501e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144659 members 
Mstep: Class 2 contains 157572 members 
Entering Unmasked Estep 
Score: -16085000.000000 Penalty: 4101.157715
	Iteration 65Q: 3 clusters Score -1.6085e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144185 members 
Mstep: Class 2 contains 158046 members 
Entering Unmasked Estep 
Score: -16085030.000000 Penalty: 4101.157715
	Iteration 66Q: 3 clusters Score -1.608503e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143692 members 
Mstep: Class 2 contains 158539 members 
Entering Unmasked Estep 
Score: -16085083.000000 Penalty: 4101.157715
	Iteration 67Q: 3 clusters Score -1.608508e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143137 members 
Mstep: Class 2 contains 159094 members 
Entering Unmasked Estep 
Score: -16085057.000000 Penalty: 4101.157715
	Iteration 68Q: 3 clusters Score -1.608506e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142571 members 
Mstep: Class 2 contains 159660 members 
Entering Unmasked Estep 
Score: -16085043.000000 Penalty: 4101.157715
	Iteration 69Q: 3 clusters Score -1.608504e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141971 members 
Mstep: Class 2 contains 160260 members 
Entering Unmasked Estep 
Score: -16085010.000000 Penalty: 4101.157715
	Iteration 70Q: 3 clusters Score -1.608501e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141337 members 
Mstep: Class 2 contains 160894 members 
Entering Unmasked Estep 
Score: -16085085.000000 Penalty: 4101.157715
	Iteration 71Q: 3 clusters Score -1.608508e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140668 members 
Mstep: Class 2 contains 161563 members 
Entering Unmasked Estep 
Score: -16085229.000000 Penalty: 4101.157715
	Iteration 72Q: 3 clusters Score -1.608523e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139914 members 
Mstep: Class 2 contains 162317 members 
Entering Unmasked Estep 
Score: -16085296.000000 Penalty: 4101.157715
	Iteration 73Q: 3 clusters Score -1.60853e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139084 members 
Mstep: Class 2 contains 163147 members 
Entering Unmasked Estep 
Score: -16085417.000000 Penalty: 4101.157715
	Iteration 74Q: 3 clusters Score -1.608542e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138183 members 
Mstep: Class 2 contains 164048 members 
Entering Unmasked Estep 
Score: -16085503.000000 Penalty: 4101.157715
	Iteration 75Q: 3 clusters Score -1.60855e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137157 members 
Mstep: Class 2 contains 165074 members 
Entering Unmasked Estep 
Score: -16085551.000000 Penalty: 4101.157715
	Iteration 76Q: 3 clusters Score -1.608555e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135994 members 
Mstep: Class 2 contains 166237 members 
Entering Unmasked Estep 
Score: -16085705.000000 Penalty: 4101.157715
	Iteration 77Q: 3 clusters Score -1.60857e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134675 members 
Mstep: Class 2 contains 167556 members 
Entering Unmasked Estep 
Score: -16086006.000000 Penalty: 4101.157715
	Iteration 78Q: 3 clusters Score -1.608601e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133168 members 
Mstep: Class 2 contains 169063 members 
Entering Unmasked Estep 
Score: -16086212.000000 Penalty: 4101.157715
	Iteration 79Q: 3 clusters Score -1.608621e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131516 members 
Mstep: Class 2 contains 170715 members 
Entering Unmasked Estep 
Score: -16086556.000000 Penalty: 4101.157715
	Iteration 80F: 3 clusters Score -1.608656e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129828 members 
Mstep: Class 2 contains 172403 members 
Entering Unmasked Estep 
Score: -16087060.000000 Penalty: 4101.157715
	Iteration 81Q: 3 clusters Score -1.608706e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128038 members 
Mstep: Class 2 contains 174193 members 
Entering Unmasked Estep 
Score: -16087521.000000 Penalty: 4101.157715
	Iteration 82Q: 3 clusters Score -1.608752e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126111 members 
Mstep: Class 2 contains 176120 members 
Entering Unmasked Estep 
Score: -16088095.000000 Penalty: 4101.157715
	Iteration 83Q: 3 clusters Score -1.60881e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124104 members 
Mstep: Class 2 contains 178127 members 
Entering Unmasked Estep 
Score: -16088645.000000 Penalty: 4101.157715
	Iteration 84Q: 3 clusters Score -1.608864e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122234 members 
Mstep: Class 2 contains 179997 members 
Entering Unmasked Estep 
Score: -16089117.000000 Penalty: 4101.157715
	Iteration 85Q: 3 clusters Score -1.608912e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120483 members 
Mstep: Class 2 contains 181748 members 
Entering Unmasked Estep 
Score: -16089430.000000 Penalty: 4101.157715
	Iteration 86Q: 3 clusters Score -1.608943e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118849 members 
Mstep: Class 2 contains 183382 members 
Entering Unmasked Estep 
Score: -16089820.000000 Penalty: 4101.157715
	Iteration 87Q: 3 clusters Score -1.608982e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117317 members 
Mstep: Class 2 contains 184914 members 
Entering Unmasked Estep 
Score: -16089943.000000 Penalty: 4101.157715
	Iteration 88Q: 3 clusters Score -1.608994e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115932 members 
Mstep: Class 2 contains 186299 members 
Entering Unmasked Estep 
Score: -16090043.000000 Penalty: 4101.157715
	Iteration 89Q: 3 clusters Score -1.609004e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114652 members 
Mstep: Class 2 contains 187579 members 
Entering Unmasked Estep 
Score: -16090143.000000 Penalty: 4101.157715
	Iteration 90Q: 3 clusters Score -1.609014e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113498 members 
Mstep: Class 2 contains 188733 members 
Entering Unmasked Estep 
Score: -16090223.000000 Penalty: 4101.157715
	Iteration 91Q: 3 clusters Score -1.609022e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112405 members 
Mstep: Class 2 contains 189826 members 
Entering Unmasked Estep 
Score: -16090304.000000 Penalty: 4101.157715
	Iteration 92Q: 3 clusters Score -1.60903e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111393 members 
Mstep: Class 2 contains 190838 members 
Entering Unmasked Estep 
Score: -16090400.000000 Penalty: 4101.157715
	Iteration 93Q: 3 clusters Score -1.60904e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110529 members 
Mstep: Class 2 contains 191702 members 
Entering Unmasked Estep 
Score: -16090550.000000 Penalty: 4101.157715
	Iteration 94Q: 3 clusters Score -1.609055e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109739 members 
Mstep: Class 2 contains 192492 members 
Entering Unmasked Estep 
Score: -16090553.000000 Penalty: 4101.157715
	Iteration 95Q: 3 clusters Score -1.609055e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109038 members 
Mstep: Class 2 contains 193193 members 
Entering Unmasked Estep 
Score: -16090577.000000 Penalty: 4101.157715
	Iteration 96Q: 3 clusters Score -1.609058e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108423 members 
Mstep: Class 2 contains 193808 members 
Entering Unmasked Estep 
Score: -16090598.000000 Penalty: 4101.157715
	Iteration 97Q: 3 clusters Score -1.60906e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107888 members 
Mstep: Class 2 contains 194343 members 
Entering Unmasked Estep 
Score: -16090586.000000 Penalty: 4101.157715
	Iteration 98Q: 3 clusters Score -1.609059e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107386 members 
Mstep: Class 2 contains 194845 members 
Entering Unmasked Estep 
Score: -16090649.000000 Penalty: 4101.157715
	Iteration 99Q: 3 clusters Score -1.609065e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106922 members 
Mstep: Class 2 contains 195309 members 
Entering Unmasked Estep 
Score: -16090673.000000 Penalty: 4101.157715
	Iteration 100F: 3 clusters Score -1.609067e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106496 members 
Mstep: Class 2 contains 195735 members 
Entering Unmasked Estep 
Score: -16090695.000000 Penalty: 4101.157715
	Iteration 101Q: 3 clusters Score -1.60907e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106104 members 
Mstep: Class 2 contains 196127 members 
Entering Unmasked Estep 
Score: -16090711.000000 Penalty: 4101.157715
	Iteration 102Q: 3 clusters Score -1.609071e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105751 members 
Mstep: Class 2 contains 196480 members 
Entering Unmasked Estep 
Score: -16090703.000000 Penalty: 4101.157715
	Iteration 103Q: 3 clusters Score -1.60907e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105471 members 
Mstep: Class 2 contains 196760 members 
Entering Unmasked Estep 
Score: -16090695.000000 Penalty: 4101.157715
	Iteration 104Q: 3 clusters Score -1.60907e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105186 members 
Mstep: Class 2 contains 197045 members 
Entering Unmasked Estep 
Score: -16090703.000000 Penalty: 4101.157715
	Iteration 105Q: 3 clusters Score -1.60907e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104904 members 
Mstep: Class 2 contains 197327 members 
Entering Unmasked Estep 
Score: -16090695.000000 Penalty: 4101.157715
	Iteration 106Q: 3 clusters Score -1.60907e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104626 members 
Mstep: Class 2 contains 197605 members 
Entering Unmasked Estep 
Score: -16090688.000000 Penalty: 4101.157715
	Iteration 107Q: 3 clusters Score -1.609069e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104356 members 
Mstep: Class 2 contains 197875 members 
Entering Unmasked Estep 
Score: -16090730.000000 Penalty: 4101.157715
	Iteration 108Q: 3 clusters Score -1.609073e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104122 members 
Mstep: Class 2 contains 198109 members 
Entering Unmasked Estep 
Score: -16090728.000000 Penalty: 4101.157715
	Iteration 109Q: 3 clusters Score -1.609073e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103890 members 
Mstep: Class 2 contains 198341 members 
Entering Unmasked Estep 
Score: -16090721.000000 Penalty: 4101.157715
	Iteration 110Q: 3 clusters Score -1.609072e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103651 members 
Mstep: Class 2 contains 198580 members 
Entering Unmasked Estep 
Score: -16090724.000000 Penalty: 4101.157715
	Iteration 111Q: 3 clusters Score -1.609072e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103397 members 
Mstep: Class 2 contains 198834 members 
Entering Unmasked Estep 
Score: -16090719.000000 Penalty: 4101.157715
	Iteration 112Q: 3 clusters Score -1.609072e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103148 members 
Mstep: Class 2 contains 199083 members 
Entering Unmasked Estep 
Score: -16090752.000000 Penalty: 4101.157715
	Iteration 113Q: 3 clusters Score -1.609075e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102903 members 
Mstep: Class 2 contains 199328 members 
Entering Unmasked Estep 
Score: -16090787.000000 Penalty: 4101.157715
	Iteration 114Q: 3 clusters Score -1.609079e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102650 members 
Mstep: Class 2 contains 199581 members 
Entering Unmasked Estep 
Score: -16090818.000000 Penalty: 4101.157715
	Iteration 115Q: 3 clusters Score -1.609082e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102394 members 
Mstep: Class 2 contains 199837 members 
Entering Unmasked Estep 
Score: -16090818.000000 Penalty: 4101.157715
	Iteration 116Q: 3 clusters Score -1.609082e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102151 members 
Mstep: Class 2 contains 200080 members 
Entering Unmasked Estep 
Score: -16090860.000000 Penalty: 4101.157715
	Iteration 117Q: 3 clusters Score -1.609086e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101933 members 
Mstep: Class 2 contains 200298 members 
Entering Unmasked Estep 
Score: -16090824.000000 Penalty: 4101.157715
	Iteration 118Q: 3 clusters Score -1.609082e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101720 members 
Mstep: Class 2 contains 200511 members 
Entering Unmasked Estep 
Score: -16090865.000000 Penalty: 4101.157715
	Iteration 119Q: 3 clusters Score -1.609086e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101513 members 
Mstep: Class 2 contains 200718 members 
Entering Unmasked Estep 
Score: -16090873.000000 Penalty: 4101.157715
	Iteration 120F: 3 clusters Score -1.609087e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101300 members 
Mstep: Class 2 contains 200931 members 
Entering Unmasked Estep 
Score: -16090863.000000 Penalty: 4101.157715
	Iteration 121Q: 3 clusters Score -1.609086e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101110 members 
Mstep: Class 2 contains 201121 members 
Entering Unmasked Estep 
Score: -16090910.000000 Penalty: 4101.157715
	Iteration 122Q: 3 clusters Score -1.609091e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100919 members 
Mstep: Class 2 contains 201312 members 
Entering Unmasked Estep 
Score: -16090931.000000 Penalty: 4101.157715
	Iteration 123Q: 3 clusters Score -1.609093e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100734 members 
Mstep: Class 2 contains 201497 members 
Entering Unmasked Estep 
Score: -16090961.000000 Penalty: 4101.157715
	Iteration 124Q: 3 clusters Score -1.609096e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100580 members 
Mstep: Class 2 contains 201651 members 
Entering Unmasked Estep 
Score: -16090975.000000 Penalty: 4101.157715
	Iteration 125Q: 3 clusters Score -1.609098e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100466 members 
Mstep: Class 2 contains 201765 members 
Entering Unmasked Estep 
Score: -16090981.000000 Penalty: 4101.157715
	Iteration 126Q: 3 clusters Score -1.609098e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100348 members 
Mstep: Class 2 contains 201883 members 
Entering Unmasked Estep 
Score: -16091008.000000 Penalty: 4101.157715
	Iteration 127Q: 3 clusters Score -1.609101e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100249 members 
Mstep: Class 2 contains 201982 members 
Entering Unmasked Estep 
Score: -16091038.000000 Penalty: 4101.157715
	Iteration 128Q: 3 clusters Score -1.609104e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100161 members 
Mstep: Class 2 contains 202070 members 
Entering Unmasked Estep 
Score: -16091067.000000 Penalty: 4101.157715
	Iteration 129Q: 3 clusters Score -1.609107e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100077 members 
Mstep: Class 2 contains 202154 members 
Entering Unmasked Estep 
Score: -16091055.000000 Penalty: 4101.157715
	Iteration 130Q: 3 clusters Score -1.609106e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100000 members 
Mstep: Class 2 contains 202231 members 
Entering Unmasked Estep 
Score: -16091045.000000 Penalty: 4101.157715
	Iteration 131Q: 3 clusters Score -1.609104e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99919 members 
Mstep: Class 2 contains 202312 members 
Entering Unmasked Estep 
Score: -16091058.000000 Penalty: 4101.157715
	Iteration 132Q: 3 clusters Score -1.609106e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99833 members 
Mstep: Class 2 contains 202398 members 
Entering Unmasked Estep 
Score: -16091038.000000 Penalty: 4101.157715
	Iteration 133Q: 3 clusters Score -1.609104e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99742 members 
Mstep: Class 2 contains 202489 members 
Entering Unmasked Estep 
Score: -16091047.000000 Penalty: 4101.157715
	Iteration 134Q: 3 clusters Score -1.609105e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99666 members 
Mstep: Class 2 contains 202565 members 
Entering Unmasked Estep 
Score: -16091060.000000 Penalty: 4101.157715
	Iteration 135Q: 3 clusters Score -1.609106e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99596 members 
Mstep: Class 2 contains 202635 members 
Entering Unmasked Estep 
Score: -16091045.000000 Penalty: 4101.157715
	Iteration 136Q: 3 clusters Score -1.609104e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99546 members 
Mstep: Class 2 contains 202685 members 
Entering Unmasked Estep 
Score: -16091037.000000 Penalty: 4101.157715
	Iteration 137Q: 3 clusters Score -1.609104e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99505 members 
Mstep: Class 2 contains 202726 members 
Entering Unmasked Estep 
Score: -16091046.000000 Penalty: 4101.157715
	Iteration 138Q: 3 clusters Score -1.609105e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99472 members 
Mstep: Class 2 contains 202759 members 
Entering Unmasked Estep 
Score: -16091064.000000 Penalty: 4101.157715
	Iteration 139Q: 3 clusters Score -1.609106e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99447 members 
Mstep: Class 2 contains 202784 members 
Entering Unmasked Estep 
Score: -16091083.000000 Penalty: 4101.157715
	Iteration 140F: 3 clusters Score -1.609108e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99423 members 
Mstep: Class 2 contains 202808 members 
Entering Unmasked Estep 
Score: -16091089.000000 Penalty: 4101.157715
	Iteration 141Q: 3 clusters Score -1.609109e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99398 members 
Mstep: Class 2 contains 202833 members 
Entering Unmasked Estep 
Score: -16091072.000000 Penalty: 4101.157715
	Iteration 142Q: 3 clusters Score -1.609107e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99371 members 
Mstep: Class 2 contains 202860 members 
Entering Unmasked Estep 
Score: -16091099.000000 Penalty: 4101.157715
	Iteration 143Q: 3 clusters Score -1.60911e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99350 members 
Mstep: Class 2 contains 202881 members 
Entering Unmasked Estep 
Score: -16091099.000000 Penalty: 4101.157715
	Iteration 144Q: 3 clusters Score -1.60911e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99323 members 
Mstep: Class 2 contains 202908 members 
Entering Unmasked Estep 
Score: -16091099.000000 Penalty: 4101.157715
	Iteration 145Q: 3 clusters Score -1.60911e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99297 members 
Mstep: Class 2 contains 202934 members 
Entering Unmasked Estep 
Score: -16091112.000000 Penalty: 4101.157715
	Iteration 146Q: 3 clusters Score -1.609111e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99269 members 
Mstep: Class 2 contains 202962 members 
Entering Unmasked Estep 
Score: -16091105.000000 Penalty: 4101.157715
	Iteration 147Q: 3 clusters Score -1.60911e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99248 members 
Mstep: Class 2 contains 202983 members 
Entering Unmasked Estep 
Score: -16091102.000000 Penalty: 4101.157715
	Iteration 148Q: 3 clusters Score -1.60911e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99215 members 
Mstep: Class 2 contains 203016 members 
Entering Unmasked Estep 
Score: -16091096.000000 Penalty: 4101.157715
	Iteration 149Q: 3 clusters Score -1.60911e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99185 members 
Mstep: Class 2 contains 203046 members 
Entering Unmasked Estep 
Score: -16091106.000000 Penalty: 4101.157715
	Iteration 150Q: 3 clusters Score -1.609111e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99164 members 
Mstep: Class 2 contains 203067 members 
Entering Unmasked Estep 
Score: -16091092.000000 Penalty: 4101.157715
	Iteration 151Q: 3 clusters Score -1.609109e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99143 members 
Mstep: Class 2 contains 203088 members 
Entering Unmasked Estep 
Score: -16091085.000000 Penalty: 4101.157715
	Iteration 152Q: 3 clusters Score -1.609108e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99127 members 
Mstep: Class 2 contains 203104 members 
Entering Unmasked Estep 
Score: -16091091.000000 Penalty: 4101.157715
	Iteration 153Q: 3 clusters Score -1.609109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99114 members 
Mstep: Class 2 contains 203117 members 
Entering Unmasked Estep 
Score: -16091079.000000 Penalty: 4101.157715
	Iteration 154Q: 3 clusters Score -1.609108e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99098 members 
Mstep: Class 2 contains 203133 members 
Entering Unmasked Estep 
Score: -16091085.000000 Penalty: 4101.157715
	Iteration 155Q: 3 clusters Score -1.609108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99086 members 
Mstep: Class 2 contains 203145 members 
Entering Unmasked Estep 
Score: -16091080.000000 Penalty: 4101.157715
	Iteration 156Q: 3 clusters Score -1.609108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99079 members 
Mstep: Class 2 contains 203152 members 
Entering Unmasked Estep 
Score: -16091075.000000 Penalty: 4101.157715
	Iteration 157Q: 3 clusters Score -1.609108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99075 members 
Mstep: Class 2 contains 203156 members 
Entering Unmasked Estep 
Score: -16091071.000000 Penalty: 4101.157715
	Iteration 158Q: 3 clusters Score -1.609107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99071 members 
Mstep: Class 2 contains 203160 members 
Entering Unmasked Estep 
Score: -16091066.000000 Penalty: 4101.157715
	Iteration 159Q: 3 clusters Score -1.609107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99067 members 
Mstep: Class 2 contains 203164 members 
Entering Unmasked Estep 
Score: -16091063.000000 Penalty: 4101.157715
	Iteration 160F: 3 clusters Score -1.609106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99064 members 
Mstep: Class 2 contains 203167 members 
Entering Unmasked Estep 
Score: -16091062.000000 Penalty: 4101.157715
	Iteration 161Q: 3 clusters Score -1.609106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99059 members 
Mstep: Class 2 contains 203172 members 
Entering Unmasked Estep 
Score: -16091066.000000 Penalty: 4101.157715
	Iteration 162Q: 3 clusters Score -1.609107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99055 members 
Mstep: Class 2 contains 203176 members 
Entering Unmasked Estep 
Score: -16091075.000000 Penalty: 4101.157715
	Iteration 163Q: 3 clusters Score -1.609108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99048 members 
Mstep: Class 2 contains 203183 members 
Entering Unmasked Estep 
Score: -16091078.000000 Penalty: 4101.157715
	Iteration 164Q: 3 clusters Score -1.609108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99045 members 
Mstep: Class 2 contains 203186 members 
Entering Unmasked Estep 
Score: -16091077.000000 Penalty: 4101.157715
	Iteration 165Q: 3 clusters Score -1.609108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99043 members 
Mstep: Class 2 contains 203188 members 
Entering Unmasked Estep 
Score: -16091073.000000 Penalty: 4101.157715
	Iteration 166Q: 3 clusters Score -1.609107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99042 members 
Mstep: Class 2 contains 203189 members 
Entering Unmasked Estep 
Score: -16091073.000000 Penalty: 4101.157715
	Iteration 167Q: 3 clusters Score -1.609107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99041 members 
Mstep: Class 2 contains 203190 members 
Entering Unmasked Estep 
Score: -16091071.000000 Penalty: 4101.157715
	Iteration 168Q: 3 clusters Score -1.609107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99039 members 
Mstep: Class 2 contains 203192 members 
Entering Unmasked Estep 
Score: -16091069.000000 Penalty: 4101.157715
	Iteration 169Q: 3 clusters Score -1.609107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99036 members 
Mstep: Class 2 contains 203195 members 
Entering Unmasked Estep 
Score: -16091065.000000 Penalty: 4101.157715
	Iteration 170Q: 3 clusters Score -1.609106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99031 members 
Mstep: Class 2 contains 203200 members 
Entering Unmasked Estep 
Score: -16091063.000000 Penalty: 4101.157715
	Iteration 171Q: 3 clusters Score -1.609106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99029 members 
Mstep: Class 2 contains 203202 members 
Entering Unmasked Estep 
Score: -16091064.000000 Penalty: 4101.157715
	Iteration 172Q: 3 clusters Score -1.609106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99027 members 
Mstep: Class 2 contains 203204 members 
Entering Unmasked Estep 
Score: -16091068.000000 Penalty: 4101.157715
	Iteration 173Q: 3 clusters Score -1.609107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99027 members 
Mstep: Class 2 contains 203204 members 
Entering Unmasked Estep 
Score: -16091068.000000 Penalty: 4101.157715
	Iteration 174F: 3 clusters Score -1.609107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Entering Unmasked Estep 
Score: -418458.093750 Penalty: 1467.513916
	Iteration 0F: 2 clusters Score -418458.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -412374.625000 Penalty: 2935.027832
	Iteration 0F: 3 clusters Score -412374.6 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -414556.250000 Penalty: 2935.027832
	Iteration 1F: 3 clusters Score -414556.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -415119.968750 Penalty: 2935.027832
	Iteration 2F: 3 clusters Score -415120 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -415737.250000 Penalty: 2935.027832
	Iteration 3F: 3 clusters Score -415737.2 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -416362.656250 Penalty: 2935.027832
	Iteration 4F: 3 clusters Score -416362.7 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -416831.375000 Penalty: 2935.027832
	Iteration 5F: 3 clusters Score -416831.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -417139.718750 Penalty: 2935.027832
	Iteration 6F: 3 clusters Score -417139.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -417297.000000 Penalty: 2935.027832
	Iteration 7Q: 3 clusters Score -417297 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -417375.906250 Penalty: 2935.027832
	Iteration 8Q: 3 clusters Score -417375.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -417426.718750 Penalty: 2935.027832
	Iteration 9Q: 3 clusters Score -417426.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -417462.718750 Penalty: 2935.027832
	Iteration 10Q: 3 clusters Score -417462.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -417492.250000 Penalty: 2935.027832
	Iteration 11Q: 3 clusters Score -417492.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -417514.531250 Penalty: 2935.027832
	Iteration 12Q: 3 clusters Score -417514.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -417529.093750 Penalty: 2935.027832
	Iteration 13Q: 3 clusters Score -417529.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -417544.687500 Penalty: 2935.027832
	Iteration 14Q: 3 clusters Score -417544.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -417556.593750 Penalty: 2935.027832
	Iteration 15Q: 3 clusters Score -417556.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -417568.750000 Penalty: 2935.027832
	Iteration 16Q: 3 clusters Score -417568.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -417578.718750 Penalty: 2935.027832
	Iteration 17Q: 3 clusters Score -417578.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -417586.156250 Penalty: 2935.027832
	Iteration 18Q: 3 clusters Score -417586.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -417589.531250 Penalty: 2935.027832
	Iteration 19Q: 3 clusters Score -417589.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -417592.125000 Penalty: 2935.027832
	Iteration 20F: 3 clusters Score -417592.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -417594.937500 Penalty: 2935.027832
	Iteration 21Q: 3 clusters Score -417594.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -417597.875000 Penalty: 2935.027832
	Iteration 22Q: 3 clusters Score -417597.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -417600.875000 Penalty: 2935.027832
	Iteration 23Q: 3 clusters Score -417600.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -417602.406250 Penalty: 2935.027832
	Iteration 24Q: 3 clusters Score -417602.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -417606.968750 Penalty: 2935.027832
	Iteration 25Q: 3 clusters Score -417607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -417607.593750 Penalty: 2935.027832
	Iteration 26Q: 3 clusters Score -417607.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -417610.000000 Penalty: 2935.027832
	Iteration 27Q: 3 clusters Score -417610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -417612.156250 Penalty: 2935.027832
	Iteration 28Q: 3 clusters Score -417612.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -417613.968750 Penalty: 2935.027832
	Iteration 29Q: 3 clusters Score -417614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -417616.218750 Penalty: 2935.027832
	Iteration 30Q: 3 clusters Score -417616.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -417616.812500 Penalty: 2935.027832
	Iteration 31Q: 3 clusters Score -417616.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -417616.218750 Penalty: 2935.027832
	Iteration 32Q: 3 clusters Score -417616.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -417617.625000 Penalty: 2935.027832
	Iteration 33Q: 3 clusters Score -417617.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -417619.562500 Penalty: 2935.027832
	Iteration 34Q: 3 clusters Score -417619.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -417620.437500 Penalty: 2935.027832
	Iteration 35Q: 3 clusters Score -417620.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -417620.500000 Penalty: 2935.027832
	Iteration 36Q: 3 clusters Score -417620.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -417622.625000 Penalty: 2935.027832
	Iteration 37Q: 3 clusters Score -417622.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -417621.562500 Penalty: 2935.027832
	Iteration 38Q: 3 clusters Score -417621.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -417622.218750 Penalty: 2935.027832
	Iteration 39Q: 3 clusters Score -417622.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -417621.906250 Penalty: 2935.027832
	Iteration 40F: 3 clusters Score -417621.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -417622.875000 Penalty: 2935.027832
	Iteration 41Q: 3 clusters Score -417622.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -417623.343750 Penalty: 2935.027832
	Iteration 42Q: 3 clusters Score -417623.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -417623.406250 Penalty: 2935.027832
	Iteration 43Q: 3 clusters Score -417623.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -417624.718750 Penalty: 2935.027832
	Iteration 44Q: 3 clusters Score -417624.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -417625.187500 Penalty: 2935.027832
	Iteration 45Q: 3 clusters Score -417625.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -417625.406250 Penalty: 2935.027832
	Iteration 46Q: 3 clusters Score -417625.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -417626.187500 Penalty: 2935.027832
	Iteration 47Q: 3 clusters Score -417626.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -417626.187500 Penalty: 2935.027832
	Iteration 48F: 3 clusters Score -417626.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (72402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72402 members 
Entering Unmasked Estep 
Score: -3871867.250000 Penalty: 1818.373169
	Iteration 0F: 2 clusters Score -3871867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -3823689.750000 Penalty: 3636.746338
	Iteration 0F: 3 clusters Score -3823690 nChanged 34317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -3843339.750000 Penalty: 3636.746338
	Iteration 1F: 3 clusters Score -3843340 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -3844679.250000 Penalty: 3636.746338
	Iteration 2Q: 3 clusters Score -3844679 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -3847007.000000 Penalty: 3636.746338
	Iteration 3F: 3 clusters Score -3847007 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -3850537.250000 Penalty: 3636.746338
	Iteration 4F: 3 clusters Score -3850537 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -3855071.250000 Penalty: 3636.746338
	Iteration 5F: 3 clusters Score -3855071 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -3859900.250000 Penalty: 3636.746338
	Iteration 6F: 3 clusters Score -3859900 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -3863886.750000 Penalty: 3636.746338
	Iteration 7F: 3 clusters Score -3863887 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -3866646.000000 Penalty: 3636.746338
	Iteration 8Q: 3 clusters Score -3866646 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62872 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -3868407.250000 Penalty: 3636.746338
	Iteration 9Q: 3 clusters Score -3868407 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64171 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -3869514.500000 Penalty: 3636.746338
	Iteration 10Q: 3 clusters Score -3869514 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65115 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -3870164.000000 Penalty: 3636.746338
	Iteration 11Q: 3 clusters Score -3870164 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65876 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -3870605.750000 Penalty: 3636.746338
	Iteration 12Q: 3 clusters Score -3870606 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66417 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -3870846.250000 Penalty: 3636.746338
	Iteration 13Q: 3 clusters Score -3870846 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66892 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -3871039.250000 Penalty: 3636.746338
	Iteration 14Q: 3 clusters Score -3871039 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67268 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -3871156.750000 Penalty: 3636.746338
	Iteration 15Q: 3 clusters Score -3871157 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67606 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -3871266.000000 Penalty: 3636.746338
	Iteration 16Q: 3 clusters Score -3871266 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67869 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -3871338.000000 Penalty: 3636.746338
	Iteration 17Q: 3 clusters Score -3871338 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68097 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -3871395.250000 Penalty: 3636.746338
	Iteration 18Q: 3 clusters Score -3871395 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68282 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -3871437.500000 Penalty: 3636.746338
	Iteration 19Q: 3 clusters Score -3871438 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68458 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -3871468.750000 Penalty: 3636.746338
	Iteration 20F: 3 clusters Score -3871469 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68581 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -3871510.500000 Penalty: 3636.746338
	Iteration 21Q: 3 clusters Score -3871510 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68691 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -3871547.500000 Penalty: 3636.746338
	Iteration 22Q: 3 clusters Score -3871548 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68788 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -3871560.750000 Penalty: 3636.746338
	Iteration 23Q: 3 clusters Score -3871561 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68873 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3871569.500000 Penalty: 3636.746338
	Iteration 24Q: 3 clusters Score -3871570 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68937 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3871589.000000 Penalty: 3636.746338
	Iteration 25Q: 3 clusters Score -3871589 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68987 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -3871589.250000 Penalty: 3636.746338
	Iteration 26Q: 3 clusters Score -3871589 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69032 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -3871600.500000 Penalty: 3636.746338
	Iteration 27Q: 3 clusters Score -3871600 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69081 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -3871600.250000 Penalty: 3636.746338
	Iteration 28Q: 3 clusters Score -3871600 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69125 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3871598.250000 Penalty: 3636.746338
	Iteration 29Q: 3 clusters Score -3871598 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69167 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3871614.000000 Penalty: 3636.746338
	Iteration 30Q: 3 clusters Score -3871614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69216 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3871633.500000 Penalty: 3636.746338
	Iteration 31Q: 3 clusters Score -3871634 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69265 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -3871636.250000 Penalty: 3636.746338
	Iteration 32Q: 3 clusters Score -3871636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69293 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3871639.250000 Penalty: 3636.746338
	Iteration 33Q: 3 clusters Score -3871639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69313 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3871633.000000 Penalty: 3636.746338
	Iteration 34Q: 3 clusters Score -3871633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69331 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -3871631.500000 Penalty: 3636.746338
	Iteration 35Q: 3 clusters Score -3871632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69353 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -3871633.500000 Penalty: 3636.746338
	Iteration 36Q: 3 clusters Score -3871634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69370 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3871640.500000 Penalty: 3636.746338
	Iteration 37Q: 3 clusters Score -3871640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69381 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3871637.750000 Penalty: 3636.746338
	Iteration 38Q: 3 clusters Score -3871638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69387 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -3871638.250000 Penalty: 3636.746338
	Iteration 39Q: 3 clusters Score -3871638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69396 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -3871636.750000 Penalty: 3636.746338
	Iteration 40F: 3 clusters Score -3871637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69403 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3871631.250000 Penalty: 3636.746338
	Iteration 41Q: 3 clusters Score -3871631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69409 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -3871636.500000 Penalty: 3636.746338
	Iteration 42Q: 3 clusters Score -3871636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69413 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3871643.250000 Penalty: 3636.746338
	Iteration 43Q: 3 clusters Score -3871643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69417 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3871645.250000 Penalty: 3636.746338
	Iteration 44Q: 3 clusters Score -3871645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69421 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3871640.000000 Penalty: 3636.746338
	Iteration 45Q: 3 clusters Score -3871640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69429 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -3871636.250000 Penalty: 3636.746338
	Iteration 46Q: 3 clusters Score -3871636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69436 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3871637.250000 Penalty: 3636.746338
	Iteration 47Q: 3 clusters Score -3871637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69441 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3871639.750000 Penalty: 3636.746338
	Iteration 48Q: 3 clusters Score -3871640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69447 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3871639.250000 Penalty: 3636.746338
	Iteration 49Q: 3 clusters Score -3871639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69452 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3871646.500000 Penalty: 3636.746338
	Iteration 50Q: 3 clusters Score -3871646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69458 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -3871648.250000 Penalty: 3636.746338
	Iteration 51Q: 3 clusters Score -3871648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69468 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -3871650.500000 Penalty: 3636.746338
	Iteration 52Q: 3 clusters Score -3871650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69474 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -3871654.750000 Penalty: 3636.746338
	Iteration 53Q: 3 clusters Score -3871655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69479 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3871659.500000 Penalty: 3636.746338
	Iteration 54Q: 3 clusters Score -3871660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69479 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3871659.500000 Penalty: 3636.746338
	Iteration 55F: 3 clusters Score -3871660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Entering Unmasked Estep 
Score: -1489610.625000 Penalty: 1667.154419
	Iteration 0F: 2 clusters Score -1489611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1470246.500000 Penalty: 3334.308838
	Iteration 0F: 3 clusters Score -1470246 nChanged 13264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1477367.500000 Penalty: 3334.308838
	Iteration 1F: 3 clusters Score -1477368 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -1477705.625000 Penalty: 3334.308838
	Iteration 2Q: 3 clusters Score -1477706 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -1478073.500000 Penalty: 3334.308838
	Iteration 3Q: 3 clusters Score -1478074 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -1478565.500000 Penalty: 3334.308838
	Iteration 4Q: 3 clusters Score -1478566 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -1479393.875000 Penalty: 3334.308838
	Iteration 5F: 3 clusters Score -1479394 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -1480865.750000 Penalty: 3334.308838
	Iteration 6F: 3 clusters Score -1480866 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -1483230.250000 Penalty: 3334.308838
	Iteration 7F: 3 clusters Score -1483230 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -1485744.000000 Penalty: 3334.308838
	Iteration 8F: 3 clusters Score -1485744 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -1487266.250000 Penalty: 3334.308838
	Iteration 9F: 3 clusters Score -1487266 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -1487914.875000 Penalty: 3334.308838
	Iteration 10Q: 3 clusters Score -1487915 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -1488150.875000 Penalty: 3334.308838
	Iteration 11Q: 3 clusters Score -1488151 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -1488233.625000 Penalty: 3334.308838
	Iteration 12Q: 3 clusters Score -1488234 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -1488292.500000 Penalty: 3334.308838
	Iteration 13Q: 3 clusters Score -1488292 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -1488314.750000 Penalty: 3334.308838
	Iteration 14Q: 3 clusters Score -1488315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -1488323.375000 Penalty: 3334.308838
	Iteration 15Q: 3 clusters Score -1488323 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -1488337.375000 Penalty: 3334.308838
	Iteration 16Q: 3 clusters Score -1488337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -1488343.875000 Penalty: 3334.308838
	Iteration 17Q: 3 clusters Score -1488344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -1488347.375000 Penalty: 3334.308838
	Iteration 18Q: 3 clusters Score -1488347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -1488351.500000 Penalty: 3334.308838
	Iteration 19Q: 3 clusters Score -1488352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -1488351.500000 Penalty: 3334.308838
	Iteration 20F: 3 clusters Score -1488352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -1488354.500000 Penalty: 3334.308838
	Iteration 21Q: 3 clusters Score -1488354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -1488358.375000 Penalty: 3334.308838
	Iteration 22Q: 3 clusters Score -1488358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -1488362.750000 Penalty: 3334.308838
	Iteration 23Q: 3 clusters Score -1488363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -1488370.375000 Penalty: 3334.308838
	Iteration 24Q: 3 clusters Score -1488370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -1488375.000000 Penalty: 3334.308838
	Iteration 25Q: 3 clusters Score -1488375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -1488375.125000 Penalty: 3334.308838
	Iteration 26Q: 3 clusters Score -1488375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -1488372.750000 Penalty: 3334.308838
	Iteration 27Q: 3 clusters Score -1488373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -1488372.750000 Penalty: 3334.308838
	Iteration 28Q: 3 clusters Score -1488373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -1488377.625000 Penalty: 3334.308838
	Iteration 29Q: 3 clusters Score -1488378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -1488379.750000 Penalty: 3334.308838
	Iteration 30Q: 3 clusters Score -1488380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -1488376.750000 Penalty: 3334.308838
	Iteration 31Q: 3 clusters Score -1488377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -1488377.250000 Penalty: 3334.308838
	Iteration 32Q: 3 clusters Score -1488377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -1488380.000000 Penalty: 3334.308838
	Iteration 33Q: 3 clusters Score -1488380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -1488380.000000 Penalty: 3334.308838
	Iteration 34F: 3 clusters Score -1488380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (89703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89703 members 
Entering Unmasked Estep 
Score: -4764999.000000 Penalty: 1853.192139
	Iteration 0F: 2 clusters Score -4764999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -4705360.500000 Penalty: 3706.384277
	Iteration 0F: 3 clusters Score -4705360 nChanged 42619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -4731130.000000 Penalty: 3706.384277
	Iteration 1F: 3 clusters Score -4731130 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -4733018.000000 Penalty: 3706.384277
	Iteration 2Q: 3 clusters Score -4733018 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -4736106.000000 Penalty: 3706.384277
	Iteration 3F: 3 clusters Score -4736106 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -4740551.000000 Penalty: 3706.384277
	Iteration 4F: 3 clusters Score -4740551 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62270 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -4745845.500000 Penalty: 3706.384277
	Iteration 5F: 3 clusters Score -4745846 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66626 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -4750744.500000 Penalty: 3706.384277
	Iteration 6F: 3 clusters Score -4750744 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70300 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -4754570.500000 Penalty: 3706.384277
	Iteration 7F: 3 clusters Score -4754570 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73091 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -4757324.000000 Penalty: 3706.384277
	Iteration 8Q: 3 clusters Score -4757324 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75286 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -4759299.500000 Penalty: 3706.384277
	Iteration 9Q: 3 clusters Score -4759300 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76974 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -4760573.000000 Penalty: 3706.384277
	Iteration 10Q: 3 clusters Score -4760573 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78252 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -4761344.500000 Penalty: 3706.384277
	Iteration 11Q: 3 clusters Score -4761344 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79255 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -4761840.500000 Penalty: 3706.384277
	Iteration 12Q: 3 clusters Score -4761840 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80119 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -4762166.000000 Penalty: 3706.384277
	Iteration 13Q: 3 clusters Score -4762166 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80885 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -4762432.500000 Penalty: 3706.384277
	Iteration 14Q: 3 clusters Score -4762432 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81558 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -4762636.000000 Penalty: 3706.384277
	Iteration 15Q: 3 clusters Score -4762636 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82197 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -4762835.500000 Penalty: 3706.384277
	Iteration 16Q: 3 clusters Score -4762836 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82748 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -4762962.000000 Penalty: 3706.384277
	Iteration 17Q: 3 clusters Score -4762962 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83241 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -4763113.000000 Penalty: 3706.384277
	Iteration 18Q: 3 clusters Score -4763113 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83656 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -4763221.500000 Penalty: 3706.384277
	Iteration 19Q: 3 clusters Score -4763222 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84037 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -4763303.500000 Penalty: 3706.384277
	Iteration 20F: 3 clusters Score -4763304 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84386 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -4763419.500000 Penalty: 3706.384277
	Iteration 21Q: 3 clusters Score -4763420 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84732 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -4763471.500000 Penalty: 3706.384277
	Iteration 22Q: 3 clusters Score -4763472 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85076 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -4763573.000000 Penalty: 3706.384277
	Iteration 23Q: 3 clusters Score -4763573 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85376 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -4763674.000000 Penalty: 3706.384277
	Iteration 24Q: 3 clusters Score -4763674 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85630 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -4763759.000000 Penalty: 3706.384277
	Iteration 25Q: 3 clusters Score -4763759 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85850 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -4763796.000000 Penalty: 3706.384277
	Iteration 26Q: 3 clusters Score -4763796 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86020 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -4763819.500000 Penalty: 3706.384277
	Iteration 27Q: 3 clusters Score -4763820 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86153 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -4763853.500000 Penalty: 3706.384277
	Iteration 28Q: 3 clusters Score -4763854 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86285 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -4763875.500000 Penalty: 3706.384277
	Iteration 29Q: 3 clusters Score -4763876 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86416 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -4763922.500000 Penalty: 3706.384277
	Iteration 30Q: 3 clusters Score -4763922 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86530 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -4763960.000000 Penalty: 3706.384277
	Iteration 31Q: 3 clusters Score -4763960 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86641 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -4764001.000000 Penalty: 3706.384277
	Iteration 32Q: 3 clusters Score -4764001 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86741 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -4764032.500000 Penalty: 3706.384277
	Iteration 33Q: 3 clusters Score -4764032 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86813 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -4764071.000000 Penalty: 3706.384277
	Iteration 34Q: 3 clusters Score -4764071 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86886 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -4764111.500000 Penalty: 3706.384277
	Iteration 35Q: 3 clusters Score -4764112 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86953 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -4764140.000000 Penalty: 3706.384277
	Iteration 36Q: 3 clusters Score -4764140 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87010 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -4764166.500000 Penalty: 3706.384277
	Iteration 37Q: 3 clusters Score -4764166 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87051 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -4764184.500000 Penalty: 3706.384277
	Iteration 38Q: 3 clusters Score -4764184 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87083 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4764200.500000 Penalty: 3706.384277
	Iteration 39Q: 3 clusters Score -4764200 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87102 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4764219.500000 Penalty: 3706.384277
	Iteration 40F: 3 clusters Score -4764220 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87124 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -4764227.000000 Penalty: 3706.384277
	Iteration 41Q: 3 clusters Score -4764227 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87156 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -4764241.500000 Penalty: 3706.384277
	Iteration 42Q: 3 clusters Score -4764242 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87187 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -4764249.500000 Penalty: 3706.384277
	Iteration 43Q: 3 clusters Score -4764250 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87222 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -4764267.000000 Penalty: 3706.384277
	Iteration 44Q: 3 clusters Score -4764267 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87245 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -4764284.500000 Penalty: 3706.384277
	Iteration 45Q: 3 clusters Score -4764284 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87271 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -4764308.000000 Penalty: 3706.384277
	Iteration 46Q: 3 clusters Score -4764308 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87288 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4764318.500000 Penalty: 3706.384277
	Iteration 47Q: 3 clusters Score -4764318 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87300 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -4764332.500000 Penalty: 3706.384277
	Iteration 48Q: 3 clusters Score -4764332 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87313 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4764369.500000 Penalty: 3706.384277
	Iteration 49Q: 3 clusters Score -4764370 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87324 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -4764419.500000 Penalty: 3706.384277
	Iteration 50Q: 3 clusters Score -4764420 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87330 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4764469.500000 Penalty: 3706.384277
	Iteration 51Q: 3 clusters Score -4764470 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87333 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4764527.000000 Penalty: 3706.384277
	Iteration 52Q: 3 clusters Score -4764527 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87341 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4764588.500000 Penalty: 3706.384277
	Iteration 53Q: 3 clusters Score -4764588 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87345 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4764639.500000 Penalty: 3706.384277
	Iteration 54Q: 3 clusters Score -4764640 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87328 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4764686.500000 Penalty: 3706.384277
	Iteration 55Q: 3 clusters Score -4764686 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87288 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4764716.500000 Penalty: 3706.384277
	Iteration 56Q: 3 clusters Score -4764716 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87259 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -4764738.000000 Penalty: 3706.384277
	Iteration 57Q: 3 clusters Score -4764738 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87232 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4764751.000000 Penalty: 3706.384277
	Iteration 58Q: 3 clusters Score -4764751 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87205 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4764762.000000 Penalty: 3706.384277
	Iteration 59Q: 3 clusters Score -4764762 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87189 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4764779.000000 Penalty: 3706.384277
	Iteration 60F: 3 clusters Score -4764779 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87177 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4764776.500000 Penalty: 3706.384277
	Iteration 61Q: 3 clusters Score -4764776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87167 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4764781.000000 Penalty: 3706.384277
	Iteration 62Q: 3 clusters Score -4764781 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87159 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4764787.000000 Penalty: 3706.384277
	Iteration 63Q: 3 clusters Score -4764787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87153 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4764779.000000 Penalty: 3706.384277
	Iteration 64Q: 3 clusters Score -4764779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87143 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -4764779.500000 Penalty: 3706.384277
	Iteration 65Q: 3 clusters Score -4764780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87142 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4764792.000000 Penalty: 3706.384277
	Iteration 66Q: 3 clusters Score -4764792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87140 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4764793.500000 Penalty: 3706.384277
	Iteration 67Q: 3 clusters Score -4764794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87138 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -4764790.000000 Penalty: 3706.384277
	Iteration 68Q: 3 clusters Score -4764790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87136 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -4764795.500000 Penalty: 3706.384277
	Iteration 69Q: 3 clusters Score -4764796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87134 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4764801.500000 Penalty: 3706.384277
	Iteration 70Q: 3 clusters Score -4764802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87131 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -4764803.000000 Penalty: 3706.384277
	Iteration 71Q: 3 clusters Score -4764803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87130 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -4764803.000000 Penalty: 3706.384277
	Iteration 72Q: 3 clusters Score -4764803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87131 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -4764796.500000 Penalty: 3706.384277
	Iteration 73Q: 3 clusters Score -4764796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87130 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -4764800.000000 Penalty: 3706.384277
	Iteration 74Q: 3 clusters Score -4764800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87128 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4764804.000000 Penalty: 3706.384277
	Iteration 75Q: 3 clusters Score -4764804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87129 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4764804.500000 Penalty: 3706.384277
	Iteration 76Q: 3 clusters Score -4764804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87131 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -4764810.000000 Penalty: 3706.384277
	Iteration 77Q: 3 clusters Score -4764810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87129 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4764811.000000 Penalty: 3706.384277
	Iteration 78Q: 3 clusters Score -4764811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87128 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4764814.500000 Penalty: 3706.384277
	Iteration 79Q: 3 clusters Score -4764814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87130 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -4764814.000000 Penalty: 3706.384277
	Iteration 80F: 3 clusters Score -4764814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87129 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4764817.000000 Penalty: 3706.384277
	Iteration 81Q: 3 clusters Score -4764817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87126 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -4764814.000000 Penalty: 3706.384277
	Iteration 82Q: 3 clusters Score -4764814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87126 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -4764815.000000 Penalty: 3706.384277
	Iteration 83Q: 3 clusters Score -4764815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87122 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4764816.000000 Penalty: 3706.384277
	Iteration 84Q: 3 clusters Score -4764816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87119 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -4764811.000000 Penalty: 3706.384277
	Iteration 85Q: 3 clusters Score -4764811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87119 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -4764811.000000 Penalty: 3706.384277
	Iteration 86F: 3 clusters Score -4764811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Entering Unmasked Estep 
Score: -399875.531250 Penalty: 1448.583008
	Iteration 0F: 2 clusters Score -399875.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -394409.406250 Penalty: 2897.166016
	Iteration 0F: 3 clusters Score -394409.4 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -395990.312500 Penalty: 2897.166016
	Iteration 1F: 3 clusters Score -395990.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -396145.343750 Penalty: 2897.166016
	Iteration 2F: 3 clusters Score -396145.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -396257.031250 Penalty: 2897.166016
	Iteration 3Q: 3 clusters Score -396257 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -396375.968750 Penalty: 2897.166016
	Iteration 4Q: 3 clusters Score -396376 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -396493.250000 Penalty: 2897.166016
	Iteration 5Q: 3 clusters Score -396493.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -396602.312500 Penalty: 2897.166016
	Iteration 6Q: 3 clusters Score -396602.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -396727.562500 Penalty: 2897.166016
	Iteration 7Q: 3 clusters Score -396727.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -396873.062500 Penalty: 2897.166016
	Iteration 8Q: 3 clusters Score -396873.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -397064.843750 Penalty: 2897.166016
	Iteration 9Q: 3 clusters Score -397064.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -397264.718750 Penalty: 2897.166016
	Iteration 10Q: 3 clusters Score -397264.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -397473.406250 Penalty: 2897.166016
	Iteration 11Q: 3 clusters Score -397473.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -397698.562500 Penalty: 2897.166016
	Iteration 12Q: 3 clusters Score -397698.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -397933.625000 Penalty: 2897.166016
	Iteration 13Q: 3 clusters Score -397933.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -398116.437500 Penalty: 2897.166016
	Iteration 14Q: 3 clusters Score -398116.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -398259.468750 Penalty: 2897.166016
	Iteration 15Q: 3 clusters Score -398259.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -398359.062500 Penalty: 2897.166016
	Iteration 16Q: 3 clusters Score -398359.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -398425.937500 Penalty: 2897.166016
	Iteration 17Q: 3 clusters Score -398425.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -398467.375000 Penalty: 2897.166016
	Iteration 18Q: 3 clusters Score -398467.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -398499.218750 Penalty: 2897.166016
	Iteration 19Q: 3 clusters Score -398499.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -398532.343750 Penalty: 2897.166016
	Iteration 20F: 3 clusters Score -398532.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -398559.218750 Penalty: 2897.166016
	Iteration 21Q: 3 clusters Score -398559.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -398583.375000 Penalty: 2897.166016
	Iteration 22Q: 3 clusters Score -398583.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -398594.750000 Penalty: 2897.166016
	Iteration 23Q: 3 clusters Score -398594.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -398607.812500 Penalty: 2897.166016
	Iteration 24Q: 3 clusters Score -398607.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -398615.750000 Penalty: 2897.166016
	Iteration 25Q: 3 clusters Score -398615.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -398625.000000 Penalty: 2897.166016
	Iteration 26Q: 3 clusters Score -398625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -398632.343750 Penalty: 2897.166016
	Iteration 27Q: 3 clusters Score -398632.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -398635.906250 Penalty: 2897.166016
	Iteration 28Q: 3 clusters Score -398635.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -398637.875000 Penalty: 2897.166016
	Iteration 29Q: 3 clusters Score -398637.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -398639.000000 Penalty: 2897.166016
	Iteration 30Q: 3 clusters Score -398639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -398639.687500 Penalty: 2897.166016
	Iteration 31Q: 3 clusters Score -398639.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -398639.687500 Penalty: 2897.166016
	Iteration 32F: 3 clusters Score -398639.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Entering Unmasked Estep 
Score: -170483.906250 Penalty: 1318.090820
	Iteration 0F: 2 clusters Score -170483.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -167562.796875 Penalty: 2636.181641
	Iteration 0F: 3 clusters Score -167562.8 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -168289.796875 Penalty: 2636.181641
	Iteration 1F: 3 clusters Score -168289.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -168430.812500 Penalty: 2636.181641
	Iteration 2F: 3 clusters Score -168430.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -168509.343750 Penalty: 2636.181641
	Iteration 3Q: 3 clusters Score -168509.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -168563.515625 Penalty: 2636.181641
	Iteration 4Q: 3 clusters Score -168563.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -168609.734375 Penalty: 2636.181641
	Iteration 5Q: 3 clusters Score -168609.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -168656.593750 Penalty: 2636.181641
	Iteration 6Q: 3 clusters Score -168656.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -168703.093750 Penalty: 2636.181641
	Iteration 7Q: 3 clusters Score -168703.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -168748.546875 Penalty: 2636.181641
	Iteration 8Q: 3 clusters Score -168748.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -168787.937500 Penalty: 2636.181641
	Iteration 9Q: 3 clusters Score -168787.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -168844.203125 Penalty: 2636.181641
	Iteration 10Q: 3 clusters Score -168844.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -168902.812500 Penalty: 2636.181641
	Iteration 11Q: 3 clusters Score -168902.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -168959.750000 Penalty: 2636.181641
	Iteration 12Q: 3 clusters Score -168959.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -169023.859375 Penalty: 2636.181641
	Iteration 13Q: 3 clusters Score -169023.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -169096.906250 Penalty: 2636.181641
	Iteration 14Q: 3 clusters Score -169096.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -169171.921875 Penalty: 2636.181641
	Iteration 15Q: 3 clusters Score -169171.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -169229.062500 Penalty: 2636.181641
	Iteration 16Q: 3 clusters Score -169229.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -169283.609375 Penalty: 2636.181641
	Iteration 17Q: 3 clusters Score -169283.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -169326.453125 Penalty: 2636.181641
	Iteration 18Q: 3 clusters Score -169326.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -169345.734375 Penalty: 2636.181641
	Iteration 19Q: 3 clusters Score -169345.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -169373.218750 Penalty: 2636.181641
	Iteration 20F: 3 clusters Score -169373.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -169395.031250 Penalty: 2636.181641
	Iteration 21Q: 3 clusters Score -169395 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -169410.546875 Penalty: 2636.181641
	Iteration 22Q: 3 clusters Score -169410.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -169426.593750 Penalty: 2636.181641
	Iteration 23Q: 3 clusters Score -169426.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -169442.593750 Penalty: 2636.181641
	Iteration 24Q: 3 clusters Score -169442.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -169455.468750 Penalty: 2636.181641
	Iteration 25Q: 3 clusters Score -169455.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -169467.984375 Penalty: 2636.181641
	Iteration 26Q: 3 clusters Score -169468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -169479.312500 Penalty: 2636.181641
	Iteration 27Q: 3 clusters Score -169479.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -169486.953125 Penalty: 2636.181641
	Iteration 28Q: 3 clusters Score -169487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -169495.343750 Penalty: 2636.181641
	Iteration 29Q: 3 clusters Score -169495.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -169504.781250 Penalty: 2636.181641
	Iteration 30Q: 3 clusters Score -169504.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -169510.375000 Penalty: 2636.181641
	Iteration 31Q: 3 clusters Score -169510.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -169512.687500 Penalty: 2636.181641
	Iteration 32Q: 3 clusters Score -169512.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -169514.875000 Penalty: 2636.181641
	Iteration 33Q: 3 clusters Score -169514.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -169518.796875 Penalty: 2636.181641
	Iteration 34Q: 3 clusters Score -169518.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -169527.437500 Penalty: 2636.181641
	Iteration 35Q: 3 clusters Score -169527.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -169533.296875 Penalty: 2636.181641
	Iteration 36Q: 3 clusters Score -169533.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -169540.578125 Penalty: 2636.181641
	Iteration 37Q: 3 clusters Score -169540.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -169543.781250 Penalty: 2636.181641
	Iteration 38Q: 3 clusters Score -169543.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -169547.140625 Penalty: 2636.181641
	Iteration 39Q: 3 clusters Score -169547.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -169548.875000 Penalty: 2636.181641
	Iteration 40F: 3 clusters Score -169548.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -169550.453125 Penalty: 2636.181641
	Iteration 41Q: 3 clusters Score -169550.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -169553.906250 Penalty: 2636.181641
	Iteration 42Q: 3 clusters Score -169553.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -169555.500000 Penalty: 2636.181641
	Iteration 43Q: 3 clusters Score -169555.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -169556.984375 Penalty: 2636.181641
	Iteration 44Q: 3 clusters Score -169557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -169557.953125 Penalty: 2636.181641
	Iteration 45Q: 3 clusters Score -169558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -169558.953125 Penalty: 2636.181641
	Iteration 46Q: 3 clusters Score -169559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -169559.000000 Penalty: 2636.181641
	Iteration 47Q: 3 clusters Score -169559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -169559.890625 Penalty: 2636.181641
	Iteration 48Q: 3 clusters Score -169559.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -169560.250000 Penalty: 2636.181641
	Iteration 49Q: 3 clusters Score -169560.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -169560.812500 Penalty: 2636.181641
	Iteration 50Q: 3 clusters Score -169560.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -169560.812500 Penalty: 2636.181641
	Iteration 51F: 3 clusters Score -169560.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Entering Unmasked Estep 
Score: -765891.625000 Penalty: 1551.947876
	Iteration 0F: 2 clusters Score -765891.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -756063.312500 Penalty: 3103.895752
	Iteration 0F: 3 clusters Score -756063.3 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -759502.500000 Penalty: 3103.895752
	Iteration 1F: 3 clusters Score -759502.5 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -759824.812500 Penalty: 3103.895752
	Iteration 2F: 3 clusters Score -759824.8 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -760150.062500 Penalty: 3103.895752
	Iteration 3F: 3 clusters Score -760150.1 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -760514.750000 Penalty: 3103.895752
	Iteration 4F: 3 clusters Score -760514.8 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -760946.625000 Penalty: 3103.895752
	Iteration 5F: 3 clusters Score -760946.6 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -761442.750000 Penalty: 3103.895752
	Iteration 6F: 3 clusters Score -761442.8 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -762052.437500 Penalty: 3103.895752
	Iteration 7F: 3 clusters Score -762052.4 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -762679.625000 Penalty: 3103.895752
	Iteration 8F: 3 clusters Score -762679.6 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -763284.562500 Penalty: 3103.895752
	Iteration 9F: 3 clusters Score -763284.6 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -763779.500000 Penalty: 3103.895752
	Iteration 10Q: 3 clusters Score -763779.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -764102.750000 Penalty: 3103.895752
	Iteration 11Q: 3 clusters Score -764102.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -764284.375000 Penalty: 3103.895752
	Iteration 12Q: 3 clusters Score -764284.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -764385.125000 Penalty: 3103.895752
	Iteration 13Q: 3 clusters Score -764385.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -764460.312500 Penalty: 3103.895752
	Iteration 14Q: 3 clusters Score -764460.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -764509.437500 Penalty: 3103.895752
	Iteration 15Q: 3 clusters Score -764509.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -764530.125000 Penalty: 3103.895752
	Iteration 16Q: 3 clusters Score -764530.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -764539.437500 Penalty: 3103.895752
	Iteration 17Q: 3 clusters Score -764539.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -764540.625000 Penalty: 3103.895752
	Iteration 18Q: 3 clusters Score -764540.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -764541.562500 Penalty: 3103.895752
	Iteration 19Q: 3 clusters Score -764541.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -764543.625000 Penalty: 3103.895752
	Iteration 20F: 3 clusters Score -764543.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Entering Unmasked Estep 
Score: -3180285.750000 Penalty: 1785.783569
	Iteration 0F: 2 clusters Score -3180286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -3140432.750000 Penalty: 3571.567139
	Iteration 0F: 3 clusters Score -3140433 nChanged 28095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -3156549.750000 Penalty: 3571.567139
	Iteration 1F: 3 clusters Score -3156550 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -3157162.250000 Penalty: 3571.567139
	Iteration 2Q: 3 clusters Score -3157162 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -3158066.250000 Penalty: 3571.567139
	Iteration 3Q: 3 clusters Score -3158066 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -3159485.250000 Penalty: 3571.567139
	Iteration 4F: 3 clusters Score -3159485 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -3161712.750000 Penalty: 3571.567139
	Iteration 5F: 3 clusters Score -3161713 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -3164889.250000 Penalty: 3571.567139
	Iteration 6F: 3 clusters Score -3164889 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 48274 members 
Entering Unmasked Estep 
Score: -3168762.750000 Penalty: 3571.567139
	Iteration 7F: 3 clusters Score -3168763 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
Score: -3172394.750000 Penalty: 3571.567139
	Iteration 8F: 3 clusters Score -3172395 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 55200 members 
Entering Unmasked Estep 
Score: -3175124.500000 Penalty: 3571.567139
	Iteration 9Q: 3 clusters Score -3175124 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 57162 members 
Entering Unmasked Estep 
Score: -3176951.750000 Penalty: 3571.567139
	Iteration 10Q: 3 clusters Score -3176952 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 58205 members 
Entering Unmasked Estep 
Score: -3177886.750000 Penalty: 3571.567139
	Iteration 11Q: 3 clusters Score -3177887 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 58690 members 
Entering Unmasked Estep 
Score: -3178320.500000 Penalty: 3571.567139
	Iteration 12Q: 3 clusters Score -3178320 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 58884 members 
Entering Unmasked Estep 
Score: -3178514.750000 Penalty: 3571.567139
	Iteration 13Q: 3 clusters Score -3178515 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 58958 members 
Entering Unmasked Estep 
Score: -3178607.500000 Penalty: 3571.567139
	Iteration 14Q: 3 clusters Score -3178608 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 58987 members 
Entering Unmasked Estep 
Score: -3178651.750000 Penalty: 3571.567139
	Iteration 15Q: 3 clusters Score -3178652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 59002 members 
Entering Unmasked Estep 
Score: -3178668.750000 Penalty: 3571.567139
	Iteration 16Q: 3 clusters Score -3178669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
Score: -3178676.250000 Penalty: 3571.567139
	Iteration 17Q: 3 clusters Score -3178676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 59012 members 
Entering Unmasked Estep 
Score: -3178684.000000 Penalty: 3571.567139
	Iteration 18Q: 3 clusters Score -3178684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 59015 members 
Entering Unmasked Estep 
Score: -3178691.750000 Penalty: 3571.567139
	Iteration 19Q: 3 clusters Score -3178692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 59021 members 
Entering Unmasked Estep 
Score: -3178697.250000 Penalty: 3571.567139
	Iteration 20F: 3 clusters Score -3178697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 59024 members 
Entering Unmasked Estep 
Score: -3178702.250000 Penalty: 3571.567139
	Iteration 21Q: 3 clusters Score -3178702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 59024 members 
Entering Unmasked Estep 
Score: -3178703.750000 Penalty: 3571.567139
	Iteration 22Q: 3 clusters Score -3178704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 59025 members 
Entering Unmasked Estep 
Score: -3178703.750000 Penalty: 3571.567139
	Iteration 23Q: 3 clusters Score -3178704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 59028 members 
Entering Unmasked Estep 
Score: -3178708.000000 Penalty: 3571.567139
	Iteration 24Q: 3 clusters Score -3178708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -3178709.250000 Penalty: 3571.567139
	Iteration 25Q: 3 clusters Score -3178709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -3178709.250000 Penalty: 3571.567139
	Iteration 26F: 3 clusters Score -3178709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Entering Unmasked Estep 
Score: -739112.750000 Penalty: 1557.204956
	Iteration 0F: 2 clusters Score -739112.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -729123.250000 Penalty: 3114.409912
	Iteration 0F: 3 clusters Score -729123.2 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -732989.250000 Penalty: 3114.409912
	Iteration 1F: 3 clusters Score -732989.2 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -733965.312500 Penalty: 3114.409912
	Iteration 2F: 3 clusters Score -733965.3 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -735109.000000 Penalty: 3114.409912
	Iteration 3F: 3 clusters Score -735109 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -736177.625000 Penalty: 3114.409912
	Iteration 4F: 3 clusters Score -736177.6 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -736924.500000 Penalty: 3114.409912
	Iteration 5F: 3 clusters Score -736924.5 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -737306.187500 Penalty: 3114.409912
	Iteration 6F: 3 clusters Score -737306.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -737481.250000 Penalty: 3114.409912
	Iteration 7Q: 3 clusters Score -737481.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -737562.000000 Penalty: 3114.409912
	Iteration 8Q: 3 clusters Score -737562 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -737611.437500 Penalty: 3114.409912
	Iteration 9Q: 3 clusters Score -737611.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -737645.687500 Penalty: 3114.409912
	Iteration 10Q: 3 clusters Score -737645.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -737671.125000 Penalty: 3114.409912
	Iteration 11Q: 3 clusters Score -737671.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -737698.625000 Penalty: 3114.409912
	Iteration 12Q: 3 clusters Score -737698.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -737722.687500 Penalty: 3114.409912
	Iteration 13Q: 3 clusters Score -737722.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -737748.062500 Penalty: 3114.409912
	Iteration 14Q: 3 clusters Score -737748.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -737778.812500 Penalty: 3114.409912
	Iteration 15Q: 3 clusters Score -737778.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -737810.625000 Penalty: 3114.409912
	Iteration 16Q: 3 clusters Score -737810.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -737843.250000 Penalty: 3114.409912
	Iteration 17Q: 3 clusters Score -737843.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -737870.750000 Penalty: 3114.409912
	Iteration 18Q: 3 clusters Score -737870.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -737894.937500 Penalty: 3114.409912
	Iteration 19Q: 3 clusters Score -737894.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -737937.000000 Penalty: 3114.409912
	Iteration 20F: 3 clusters Score -737937 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -737985.750000 Penalty: 3114.409912
	Iteration 21Q: 3 clusters Score -737985.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -738027.562500 Penalty: 3114.409912
	Iteration 22Q: 3 clusters Score -738027.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -738061.687500 Penalty: 3114.409912
	Iteration 23Q: 3 clusters Score -738061.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -738100.375000 Penalty: 3114.409912
	Iteration 24Q: 3 clusters Score -738100.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -738138.687500 Penalty: 3114.409912
	Iteration 25Q: 3 clusters Score -738138.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -738168.437500 Penalty: 3114.409912
	Iteration 26Q: 3 clusters Score -738168.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -738193.375000 Penalty: 3114.409912
	Iteration 27Q: 3 clusters Score -738193.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -738216.125000 Penalty: 3114.409912
	Iteration 28Q: 3 clusters Score -738216.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -738240.375000 Penalty: 3114.409912
	Iteration 29Q: 3 clusters Score -738240.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -738256.062500 Penalty: 3114.409912
	Iteration 30Q: 3 clusters Score -738256.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -738268.312500 Penalty: 3114.409912
	Iteration 31Q: 3 clusters Score -738268.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -738277.125000 Penalty: 3114.409912
	Iteration 32Q: 3 clusters Score -738277.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -738282.375000 Penalty: 3114.409912
	Iteration 33Q: 3 clusters Score -738282.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -738288.000000 Penalty: 3114.409912
	Iteration 34Q: 3 clusters Score -738288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -738294.812500 Penalty: 3114.409912
	Iteration 35Q: 3 clusters Score -738294.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -738305.375000 Penalty: 3114.409912
	Iteration 36Q: 3 clusters Score -738305.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -738314.062500 Penalty: 3114.409912
	Iteration 37Q: 3 clusters Score -738314.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -738316.812500 Penalty: 3114.409912
	Iteration 38Q: 3 clusters Score -738316.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -738322.000000 Penalty: 3114.409912
	Iteration 39Q: 3 clusters Score -738322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -738325.875000 Penalty: 3114.409912
	Iteration 40F: 3 clusters Score -738325.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -738327.687500 Penalty: 3114.409912
	Iteration 41Q: 3 clusters Score -738327.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -738326.687500 Penalty: 3114.409912
	Iteration 42Q: 3 clusters Score -738326.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -738332.437500 Penalty: 3114.409912
	Iteration 43Q: 3 clusters Score -738332.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -738334.312500 Penalty: 3114.409912
	Iteration 44Q: 3 clusters Score -738334.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -738333.687500 Penalty: 3114.409912
	Iteration 45Q: 3 clusters Score -738333.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -738333.687500 Penalty: 3114.409912
	Iteration 46Q: 3 clusters Score -738333.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -738333.375000 Penalty: 3114.409912
	Iteration 47Q: 3 clusters Score -738333.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -738334.875000 Penalty: 3114.409912
	Iteration 48Q: 3 clusters Score -738334.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -738335.187500 Penalty: 3114.409912
	Iteration 49Q: 3 clusters Score -738335.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -738334.562500 Penalty: 3114.409912
	Iteration 50Q: 3 clusters Score -738334.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -738336.875000 Penalty: 3114.409912
	Iteration 51Q: 3 clusters Score -738336.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -738336.875000 Penalty: 3114.409912
	Iteration 52F: 3 clusters Score -738336.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Entering Unmasked Estep 
Score: -1684066.500000 Penalty: 1690.525146
	Iteration 0F: 2 clusters Score -1684066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1661918.375000 Penalty: 3381.050293
	Iteration 0F: 3 clusters Score -1661918 nChanged 15257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -1670894.625000 Penalty: 3381.050293
	Iteration 1F: 3 clusters Score -1670895 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -1671833.000000 Penalty: 3381.050293
	Iteration 2F: 3 clusters Score -1671833 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -1673002.250000 Penalty: 3381.050293
	Iteration 3F: 3 clusters Score -1673002 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -1674257.875000 Penalty: 3381.050293
	Iteration 4F: 3 clusters Score -1674258 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -1675490.750000 Penalty: 3381.050293
	Iteration 5F: 3 clusters Score -1675491 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -1676686.125000 Penalty: 3381.050293
	Iteration 6F: 3 clusters Score -1676686 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -1677845.375000 Penalty: 3381.050293
	Iteration 7F: 3 clusters Score -1677845 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -1678755.500000 Penalty: 3381.050293
	Iteration 8Q: 3 clusters Score -1678756 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -1679330.500000 Penalty: 3381.050293
	Iteration 9Q: 3 clusters Score -1679330 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -1679636.250000 Penalty: 3381.050293
	Iteration 10Q: 3 clusters Score -1679636 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -1679841.250000 Penalty: 3381.050293
	Iteration 11Q: 3 clusters Score -1679841 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -1680009.250000 Penalty: 3381.050293
	Iteration 12Q: 3 clusters Score -1680009 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -1680125.375000 Penalty: 3381.050293
	Iteration 13Q: 3 clusters Score -1680125 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -1680236.375000 Penalty: 3381.050293
	Iteration 14Q: 3 clusters Score -1680236 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -1680294.375000 Penalty: 3381.050293
	Iteration 15Q: 3 clusters Score -1680294 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -1680370.000000 Penalty: 3381.050293
	Iteration 16Q: 3 clusters Score -1680370 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -1680433.375000 Penalty: 3381.050293
	Iteration 17Q: 3 clusters Score -1680433 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -1680488.500000 Penalty: 3381.050293
	Iteration 18Q: 3 clusters Score -1680488 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -1680532.250000 Penalty: 3381.050293
	Iteration 19Q: 3 clusters Score -1680532 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -1680578.500000 Penalty: 3381.050293
	Iteration 20F: 3 clusters Score -1680578 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -1680603.750000 Penalty: 3381.050293
	Iteration 21Q: 3 clusters Score -1680604 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -1680640.000000 Penalty: 3381.050293
	Iteration 22Q: 3 clusters Score -1680640 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -1680661.375000 Penalty: 3381.050293
	Iteration 23Q: 3 clusters Score -1680661 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -1680685.750000 Penalty: 3381.050293
	Iteration 24Q: 3 clusters Score -1680686 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -1680707.125000 Penalty: 3381.050293
	Iteration 25Q: 3 clusters Score -1680707 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -1680730.250000 Penalty: 3381.050293
	Iteration 26Q: 3 clusters Score -1680730 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1680753.750000 Penalty: 3381.050293
	Iteration 27Q: 3 clusters Score -1680754 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -1680773.500000 Penalty: 3381.050293
	Iteration 28Q: 3 clusters Score -1680774 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -1680790.125000 Penalty: 3381.050293
	Iteration 29Q: 3 clusters Score -1680790 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1680816.250000 Penalty: 3381.050293
	Iteration 30Q: 3 clusters Score -1680816 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1680843.750000 Penalty: 3381.050293
	Iteration 31Q: 3 clusters Score -1680844 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1680868.125000 Penalty: 3381.050293
	Iteration 32Q: 3 clusters Score -1680868 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1680882.375000 Penalty: 3381.050293
	Iteration 33Q: 3 clusters Score -1680882 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1680901.375000 Penalty: 3381.050293
	Iteration 34Q: 3 clusters Score -1680901 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1680919.125000 Penalty: 3381.050293
	Iteration 35Q: 3 clusters Score -1680919 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1680944.875000 Penalty: 3381.050293
	Iteration 36Q: 3 clusters Score -1680945 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1680971.375000 Penalty: 3381.050293
	Iteration 37Q: 3 clusters Score -1680971 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -1680996.125000 Penalty: 3381.050293
	Iteration 38Q: 3 clusters Score -1680996 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1681032.750000 Penalty: 3381.050293
	Iteration 39Q: 3 clusters Score -1681033 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1681074.500000 Penalty: 3381.050293
	Iteration 40F: 3 clusters Score -1681074 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1681116.500000 Penalty: 3381.050293
	Iteration 41Q: 3 clusters Score -1681116 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1681163.875000 Penalty: 3381.050293
	Iteration 42Q: 3 clusters Score -1681164 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1681220.000000 Penalty: 3381.050293
	Iteration 43Q: 3 clusters Score -1681220 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1681277.750000 Penalty: 3381.050293
	Iteration 44Q: 3 clusters Score -1681278 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1681320.000000 Penalty: 3381.050293
	Iteration 45Q: 3 clusters Score -1681320 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1681363.750000 Penalty: 3381.050293
	Iteration 46Q: 3 clusters Score -1681364 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1681423.250000 Penalty: 3381.050293
	Iteration 47Q: 3 clusters Score -1681423 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1681472.750000 Penalty: 3381.050293
	Iteration 48Q: 3 clusters Score -1681473 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1681532.625000 Penalty: 3381.050293
	Iteration 49Q: 3 clusters Score -1681533 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1681598.125000 Penalty: 3381.050293
	Iteration 50Q: 3 clusters Score -1681598 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1681663.375000 Penalty: 3381.050293
	Iteration 51Q: 3 clusters Score -1681663 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1681729.500000 Penalty: 3381.050293
	Iteration 52Q: 3 clusters Score -1681730 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1681777.375000 Penalty: 3381.050293
	Iteration 53Q: 3 clusters Score -1681777 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1681819.000000 Penalty: 3381.050293
	Iteration 54Q: 3 clusters Score -1681819 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1681870.875000 Penalty: 3381.050293
	Iteration 55Q: 3 clusters Score -1681871 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1681928.125000 Penalty: 3381.050293
	Iteration 56Q: 3 clusters Score -1681928 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1682012.125000 Penalty: 3381.050293
	Iteration 57Q: 3 clusters Score -1682012 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1682085.875000 Penalty: 3381.050293
	Iteration 58Q: 3 clusters Score -1682086 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1682168.000000 Penalty: 3381.050293
	Iteration 59Q: 3 clusters Score -1682168 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1682250.375000 Penalty: 3381.050293
	Iteration 60F: 3 clusters Score -1682250 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1682331.375000 Penalty: 3381.050293
	Iteration 61Q: 3 clusters Score -1682331 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1682401.375000 Penalty: 3381.050293
	Iteration 62Q: 3 clusters Score -1682401 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1682443.125000 Penalty: 3381.050293
	Iteration 63Q: 3 clusters Score -1682443 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1682499.000000 Penalty: 3381.050293
	Iteration 64Q: 3 clusters Score -1682499 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1682555.375000 Penalty: 3381.050293
	Iteration 65Q: 3 clusters Score -1682555 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1682594.000000 Penalty: 3381.050293
	Iteration 66Q: 3 clusters Score -1682594 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1682647.500000 Penalty: 3381.050293
	Iteration 67Q: 3 clusters Score -1682648 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1682694.500000 Penalty: 3381.050293
	Iteration 68Q: 3 clusters Score -1682694 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1682753.250000 Penalty: 3381.050293
	Iteration 69Q: 3 clusters Score -1682753 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1682813.000000 Penalty: 3381.050293
	Iteration 70Q: 3 clusters Score -1682813 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1682873.000000 Penalty: 3381.050293
	Iteration 71Q: 3 clusters Score -1682873 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1682933.250000 Penalty: 3381.050293
	Iteration 72Q: 3 clusters Score -1682933 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1682980.500000 Penalty: 3381.050293
	Iteration 73Q: 3 clusters Score -1682980 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1683031.125000 Penalty: 3381.050293
	Iteration 74Q: 3 clusters Score -1683031 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1683069.750000 Penalty: 3381.050293
	Iteration 75Q: 3 clusters Score -1683070 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1683106.125000 Penalty: 3381.050293
	Iteration 76Q: 3 clusters Score -1683106 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1683120.250000 Penalty: 3381.050293
	Iteration 77Q: 3 clusters Score -1683120 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1683148.625000 Penalty: 3381.050293
	Iteration 78Q: 3 clusters Score -1683149 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1683182.375000 Penalty: 3381.050293
	Iteration 79Q: 3 clusters Score -1683182 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1683212.250000 Penalty: 3381.050293
	Iteration 80F: 3 clusters Score -1683212 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1683237.625000 Penalty: 3381.050293
	Iteration 81Q: 3 clusters Score -1683238 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1683265.250000 Penalty: 3381.050293
	Iteration 82Q: 3 clusters Score -1683265 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1683296.000000 Penalty: 3381.050293
	Iteration 83Q: 3 clusters Score -1683296 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1683312.375000 Penalty: 3381.050293
	Iteration 84Q: 3 clusters Score -1683312 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1683323.750000 Penalty: 3381.050293
	Iteration 85Q: 3 clusters Score -1683324 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1683331.625000 Penalty: 3381.050293
	Iteration 86Q: 3 clusters Score -1683332 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1683352.500000 Penalty: 3381.050293
	Iteration 87Q: 3 clusters Score -1683352 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1683366.125000 Penalty: 3381.050293
	Iteration 88Q: 3 clusters Score -1683366 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1683377.125000 Penalty: 3381.050293
	Iteration 89Q: 3 clusters Score -1683377 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1683392.750000 Penalty: 3381.050293
	Iteration 90Q: 3 clusters Score -1683393 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1683404.125000 Penalty: 3381.050293
	Iteration 91Q: 3 clusters Score -1683404 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1683411.500000 Penalty: 3381.050293
	Iteration 92Q: 3 clusters Score -1683412 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1683426.500000 Penalty: 3381.050293
	Iteration 93Q: 3 clusters Score -1683426 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1683433.250000 Penalty: 3381.050293
	Iteration 94Q: 3 clusters Score -1683433 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1683435.750000 Penalty: 3381.050293
	Iteration 95Q: 3 clusters Score -1683436 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1683444.500000 Penalty: 3381.050293
	Iteration 96Q: 3 clusters Score -1683444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1683445.625000 Penalty: 3381.050293
	Iteration 97Q: 3 clusters Score -1683446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1683452.500000 Penalty: 3381.050293
	Iteration 98Q: 3 clusters Score -1683452 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1683449.875000 Penalty: 3381.050293
	Iteration 99Q: 3 clusters Score -1683450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1683458.625000 Penalty: 3381.050293
	Iteration 100F: 3 clusters Score -1683459 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1683465.625000 Penalty: 3381.050293
	Iteration 101Q: 3 clusters Score -1683466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1683476.750000 Penalty: 3381.050293
	Iteration 102Q: 3 clusters Score -1683477 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1683479.500000 Penalty: 3381.050293
	Iteration 103Q: 3 clusters Score -1683480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1683488.500000 Penalty: 3381.050293
	Iteration 104Q: 3 clusters Score -1683488 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1683495.500000 Penalty: 3381.050293
	Iteration 105Q: 3 clusters Score -1683496 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1683498.875000 Penalty: 3381.050293
	Iteration 106Q: 3 clusters Score -1683499 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1683502.125000 Penalty: 3381.050293
	Iteration 107Q: 3 clusters Score -1683502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1683499.750000 Penalty: 3381.050293
	Iteration 108Q: 3 clusters Score -1683500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1683504.250000 Penalty: 3381.050293
	Iteration 109Q: 3 clusters Score -1683504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1683510.250000 Penalty: 3381.050293
	Iteration 110Q: 3 clusters Score -1683510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1683513.000000 Penalty: 3381.050293
	Iteration 111Q: 3 clusters Score -1683513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1683513.625000 Penalty: 3381.050293
	Iteration 112Q: 3 clusters Score -1683514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1683515.375000 Penalty: 3381.050293
	Iteration 113Q: 3 clusters Score -1683515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1683518.375000 Penalty: 3381.050293
	Iteration 114Q: 3 clusters Score -1683518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1683518.250000 Penalty: 3381.050293
	Iteration 115Q: 3 clusters Score -1683518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1683518.125000 Penalty: 3381.050293
	Iteration 116Q: 3 clusters Score -1683518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1683522.000000 Penalty: 3381.050293
	Iteration 117Q: 3 clusters Score -1683522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1683522.375000 Penalty: 3381.050293
	Iteration 118Q: 3 clusters Score -1683522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1683530.500000 Penalty: 3381.050293
	Iteration 119Q: 3 clusters Score -1683530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1683531.000000 Penalty: 3381.050293
	Iteration 120F: 3 clusters Score -1683531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1683531.875000 Penalty: 3381.050293
	Iteration 121Q: 3 clusters Score -1683532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1683534.625000 Penalty: 3381.050293
	Iteration 122Q: 3 clusters Score -1683535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1683533.250000 Penalty: 3381.050293
	Iteration 123Q: 3 clusters Score -1683533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1683532.500000 Penalty: 3381.050293
	Iteration 124Q: 3 clusters Score -1683532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1683534.375000 Penalty: 3381.050293
	Iteration 125Q: 3 clusters Score -1683534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1683536.125000 Penalty: 3381.050293
	Iteration 126Q: 3 clusters Score -1683536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1683536.250000 Penalty: 3381.050293
	Iteration 127Q: 3 clusters Score -1683536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1683538.125000 Penalty: 3381.050293
	Iteration 128Q: 3 clusters Score -1683538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1683536.375000 Penalty: 3381.050293
	Iteration 129Q: 3 clusters Score -1683536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1683536.250000 Penalty: 3381.050293
	Iteration 130Q: 3 clusters Score -1683536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1683536.875000 Penalty: 3381.050293
	Iteration 131Q: 3 clusters Score -1683537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1683537.250000 Penalty: 3381.050293
	Iteration 132Q: 3 clusters Score -1683537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1683535.625000 Penalty: 3381.050293
	Iteration 133Q: 3 clusters Score -1683536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1683536.250000 Penalty: 3381.050293
	Iteration 134Q: 3 clusters Score -1683536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1683538.125000 Penalty: 3381.050293
	Iteration 135Q: 3 clusters Score -1683538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1683537.750000 Penalty: 3381.050293
	Iteration 136Q: 3 clusters Score -1683538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1683539.125000 Penalty: 3381.050293
	Iteration 137Q: 3 clusters Score -1683539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1683539.625000 Penalty: 3381.050293
	Iteration 138Q: 3 clusters Score -1683540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1683538.500000 Penalty: 3381.050293
	Iteration 139Q: 3 clusters Score -1683538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1683541.875000 Penalty: 3381.050293
	Iteration 140F: 3 clusters Score -1683542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1683538.375000 Penalty: 3381.050293
	Iteration 141Q: 3 clusters Score -1683538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1683539.250000 Penalty: 3381.050293
	Iteration 142Q: 3 clusters Score -1683539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1683538.125000 Penalty: 3381.050293
	Iteration 143Q: 3 clusters Score -1683538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1683538.750000 Penalty: 3381.050293
	Iteration 144Q: 3 clusters Score -1683539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1683537.500000 Penalty: 3381.050293
	Iteration 145Q: 3 clusters Score -1683538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1683537.500000 Penalty: 3381.050293
	Iteration 146F: 3 clusters Score -1683538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Entering Unmasked Estep 
Score: -590578.562500 Penalty: 1524.304688
	Iteration 0F: 2 clusters Score -590578.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -582216.687500 Penalty: 3048.609375
	Iteration 0F: 3 clusters Score -582216.7 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -584992.375000 Penalty: 3048.609375
	Iteration 1F: 3 clusters Score -584992.4 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -585330.375000 Penalty: 3048.609375
	Iteration 2F: 3 clusters Score -585330.4 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -585675.687500 Penalty: 3048.609375
	Iteration 3F: 3 clusters Score -585675.7 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -586044.250000 Penalty: 3048.609375
	Iteration 4F: 3 clusters Score -586044.2 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -586492.625000 Penalty: 3048.609375
	Iteration 5F: 3 clusters Score -586492.6 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -586988.437500 Penalty: 3048.609375
	Iteration 6F: 3 clusters Score -586988.4 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -587454.812500 Penalty: 3048.609375
	Iteration 7F: 3 clusters Score -587454.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -587822.250000 Penalty: 3048.609375
	Iteration 8F: 3 clusters Score -587822.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -588088.500000 Penalty: 3048.609375
	Iteration 9Q: 3 clusters Score -588088.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -588309.125000 Penalty: 3048.609375
	Iteration 10Q: 3 clusters Score -588309.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -588484.937500 Penalty: 3048.609375
	Iteration 11Q: 3 clusters Score -588484.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -588648.062500 Penalty: 3048.609375
	Iteration 12Q: 3 clusters Score -588648.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -588786.812500 Penalty: 3048.609375
	Iteration 13Q: 3 clusters Score -588786.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -588919.937500 Penalty: 3048.609375
	Iteration 14Q: 3 clusters Score -588919.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -589027.000000 Penalty: 3048.609375
	Iteration 15Q: 3 clusters Score -589027 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -589118.312500 Penalty: 3048.609375
	Iteration 16Q: 3 clusters Score -589118.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -589199.375000 Penalty: 3048.609375
	Iteration 17Q: 3 clusters Score -589199.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -589274.937500 Penalty: 3048.609375
	Iteration 18Q: 3 clusters Score -589274.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -589339.375000 Penalty: 3048.609375
	Iteration 19Q: 3 clusters Score -589339.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -589386.187500 Penalty: 3048.609375
	Iteration 20F: 3 clusters Score -589386.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -589422.625000 Penalty: 3048.609375
	Iteration 21Q: 3 clusters Score -589422.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -589438.750000 Penalty: 3048.609375
	Iteration 22Q: 3 clusters Score -589438.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -589450.000000 Penalty: 3048.609375
	Iteration 23Q: 3 clusters Score -589450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -589465.687500 Penalty: 3048.609375
	Iteration 24Q: 3 clusters Score -589465.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -589480.125000 Penalty: 3048.609375
	Iteration 25Q: 3 clusters Score -589480.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -589490.187500 Penalty: 3048.609375
	Iteration 26Q: 3 clusters Score -589490.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -589503.812500 Penalty: 3048.609375
	Iteration 27Q: 3 clusters Score -589503.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -589516.625000 Penalty: 3048.609375
	Iteration 28Q: 3 clusters Score -589516.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -589531.437500 Penalty: 3048.609375
	Iteration 29Q: 3 clusters Score -589531.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -589548.250000 Penalty: 3048.609375
	Iteration 30Q: 3 clusters Score -589548.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -589571.375000 Penalty: 3048.609375
	Iteration 31Q: 3 clusters Score -589571.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -589591.250000 Penalty: 3048.609375
	Iteration 32Q: 3 clusters Score -589591.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -589610.937500 Penalty: 3048.609375
	Iteration 33Q: 3 clusters Score -589610.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -589641.812500 Penalty: 3048.609375
	Iteration 34Q: 3 clusters Score -589641.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -589657.500000 Penalty: 3048.609375
	Iteration 35Q: 3 clusters Score -589657.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -589676.625000 Penalty: 3048.609375
	Iteration 36Q: 3 clusters Score -589676.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -589696.625000 Penalty: 3048.609375
	Iteration 37Q: 3 clusters Score -589696.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -589711.437500 Penalty: 3048.609375
	Iteration 38Q: 3 clusters Score -589711.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -589725.937500 Penalty: 3048.609375
	Iteration 39Q: 3 clusters Score -589725.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -589738.750000 Penalty: 3048.609375
	Iteration 40F: 3 clusters Score -589738.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -589747.937500 Penalty: 3048.609375
	Iteration 41Q: 3 clusters Score -589747.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -589756.500000 Penalty: 3048.609375
	Iteration 42Q: 3 clusters Score -589756.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -589763.937500 Penalty: 3048.609375
	Iteration 43Q: 3 clusters Score -589763.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -589767.875000 Penalty: 3048.609375
	Iteration 44Q: 3 clusters Score -589767.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -589773.250000 Penalty: 3048.609375
	Iteration 45Q: 3 clusters Score -589773.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -589776.500000 Penalty: 3048.609375
	Iteration 46Q: 3 clusters Score -589776.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -589779.625000 Penalty: 3048.609375
	Iteration 47Q: 3 clusters Score -589779.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -589780.437500 Penalty: 3048.609375
	Iteration 48Q: 3 clusters Score -589780.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -589781.500000 Penalty: 3048.609375
	Iteration 49Q: 3 clusters Score -589781.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -589781.500000 Penalty: 3048.609375
	Iteration 50Q: 3 clusters Score -589781.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -589782.062500 Penalty: 3048.609375
	Iteration 51Q: 3 clusters Score -589782.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -589783.000000 Penalty: 3048.609375
	Iteration 52Q: 3 clusters Score -589783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -589783.000000 Penalty: 3048.609375
	Iteration 53F: 3 clusters Score -589783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -355457.437500 Penalty: 1433.555542
	Iteration 0F: 2 clusters Score -355457.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -350342.781250 Penalty: 2867.111084
	Iteration 0F: 3 clusters Score -350342.8 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -351881.843750 Penalty: 2867.111084
	Iteration 1F: 3 clusters Score -351881.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -352066.406250 Penalty: 2867.111084
	Iteration 2F: 3 clusters Score -352066.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -352218.468750 Penalty: 2867.111084
	Iteration 3Q: 3 clusters Score -352218.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -352355.062500 Penalty: 2867.111084
	Iteration 4Q: 3 clusters Score -352355.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -352512.781250 Penalty: 2867.111084
	Iteration 5Q: 3 clusters Score -352512.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -352695.500000 Penalty: 2867.111084
	Iteration 6Q: 3 clusters Score -352695.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -352894.468750 Penalty: 2867.111084
	Iteration 7Q: 3 clusters Score -352894.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -353144.156250 Penalty: 2867.111084
	Iteration 8Q: 3 clusters Score -353144.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -353405.343750 Penalty: 2867.111084
	Iteration 9F: 3 clusters Score -353405.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -353605.375000 Penalty: 2867.111084
	Iteration 10Q: 3 clusters Score -353605.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -353772.406250 Penalty: 2867.111084
	Iteration 11Q: 3 clusters Score -353772.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -353926.312500 Penalty: 2867.111084
	Iteration 12Q: 3 clusters Score -353926.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -354042.656250 Penalty: 2867.111084
	Iteration 13Q: 3 clusters Score -354042.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -354120.687500 Penalty: 2867.111084
	Iteration 14Q: 3 clusters Score -354120.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -354177.218750 Penalty: 2867.111084
	Iteration 15Q: 3 clusters Score -354177.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -354214.093750 Penalty: 2867.111084
	Iteration 16Q: 3 clusters Score -354214.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -354240.062500 Penalty: 2867.111084
	Iteration 17Q: 3 clusters Score -354240.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -354258.218750 Penalty: 2867.111084
	Iteration 18Q: 3 clusters Score -354258.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -354268.125000 Penalty: 2867.111084
	Iteration 19Q: 3 clusters Score -354268.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -354273.468750 Penalty: 2867.111084
	Iteration 20F: 3 clusters Score -354273.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -354275.343750 Penalty: 2867.111084
	Iteration 21Q: 3 clusters Score -354275.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -354276.781250 Penalty: 2867.111084
	Iteration 22Q: 3 clusters Score -354276.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -354278.250000 Penalty: 2867.111084
	Iteration 23Q: 3 clusters Score -354278.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -354278.281250 Penalty: 2867.111084
	Iteration 24Q: 3 clusters Score -354278.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -354278.781250 Penalty: 2867.111084
	Iteration 25Q: 3 clusters Score -354278.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -354278.781250 Penalty: 2867.111084
	Iteration 26F: 3 clusters Score -354278.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Entering Unmasked Estep 
Score: -46319.812500 Penalty: 1127.786133
	Iteration 0F: 2 clusters Score -46319.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -44850.054688 Penalty: 2255.572266
	Iteration 0F: 3 clusters Score -44850.05 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -45116.562500 Penalty: 2255.572266
	Iteration 1F: 3 clusters Score -45116.56 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -45197.199219 Penalty: 2255.572266
	Iteration 2F: 3 clusters Score -45197.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -45233.210938 Penalty: 2255.572266
	Iteration 3Q: 3 clusters Score -45233.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -45253.652344 Penalty: 2255.572266
	Iteration 4Q: 3 clusters Score -45253.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -45271.558594 Penalty: 2255.572266
	Iteration 5Q: 3 clusters Score -45271.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -45283.464844 Penalty: 2255.572266
	Iteration 6Q: 3 clusters Score -45283.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -45295.707031 Penalty: 2255.572266
	Iteration 7Q: 3 clusters Score -45295.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -45309.738281 Penalty: 2255.572266
	Iteration 8Q: 3 clusters Score -45309.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -45319.941406 Penalty: 2255.572266
	Iteration 9Q: 3 clusters Score -45319.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -45332.355469 Penalty: 2255.572266
	Iteration 10Q: 3 clusters Score -45332.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -45348.398438 Penalty: 2255.572266
	Iteration 11Q: 3 clusters Score -45348.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -45367.355469 Penalty: 2255.572266
	Iteration 12Q: 3 clusters Score -45367.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -45381.984375 Penalty: 2255.572266
	Iteration 13Q: 3 clusters Score -45381.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -45392.597656 Penalty: 2255.572266
	Iteration 14Q: 3 clusters Score -45392.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -45403.414062 Penalty: 2255.572266
	Iteration 15Q: 3 clusters Score -45403.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -45411.785156 Penalty: 2255.572266
	Iteration 16Q: 3 clusters Score -45411.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -45422.824219 Penalty: 2255.572266
	Iteration 17Q: 3 clusters Score -45422.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -45432.160156 Penalty: 2255.572266
	Iteration 18Q: 3 clusters Score -45432.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -45439.472656 Penalty: 2255.572266
	Iteration 19Q: 3 clusters Score -45439.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -45445.296875 Penalty: 2255.572266
	Iteration 20F: 3 clusters Score -45445.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -45452.078125 Penalty: 2255.572266
	Iteration 21Q: 3 clusters Score -45452.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -45461.078125 Penalty: 2255.572266
	Iteration 22Q: 3 clusters Score -45461.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -45476.480469 Penalty: 2255.572266
	Iteration 23Q: 3 clusters Score -45476.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -45489.890625 Penalty: 2255.572266
	Iteration 24Q: 3 clusters Score -45489.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -45499.847656 Penalty: 2255.572266
	Iteration 25Q: 3 clusters Score -45499.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -45504.453125 Penalty: 2255.572266
	Iteration 26Q: 3 clusters Score -45504.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -45514.265625 Penalty: 2255.572266
	Iteration 27Q: 3 clusters Score -45514.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -45516.972656 Penalty: 2255.572266
	Iteration 28Q: 3 clusters Score -45516.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -45518.316406 Penalty: 2255.572266
	Iteration 29Q: 3 clusters Score -45518.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -45519.414062 Penalty: 2255.572266
	Iteration 30Q: 3 clusters Score -45519.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -45520.589844 Penalty: 2255.572266
	Iteration 31Q: 3 clusters Score -45520.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -45523.242188 Penalty: 2255.572266
	Iteration 32Q: 3 clusters Score -45523.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -45526.406250 Penalty: 2255.572266
	Iteration 33Q: 3 clusters Score -45526.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -45528.613281 Penalty: 2255.572266
	Iteration 34Q: 3 clusters Score -45528.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -45542.832031 Penalty: 2255.572266
	Iteration 35Q: 3 clusters Score -45542.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -45548.890625 Penalty: 2255.572266
	Iteration 36Q: 3 clusters Score -45548.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -45553.941406 Penalty: 2255.572266
	Iteration 37Q: 3 clusters Score -45553.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -45557.832031 Penalty: 2255.572266
	Iteration 38Q: 3 clusters Score -45557.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -45558.734375 Penalty: 2255.572266
	Iteration 39Q: 3 clusters Score -45558.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -45559.000000 Penalty: 2255.572266
	Iteration 40F: 3 clusters Score -45559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Entering Unmasked Estep 
Score: -223042.765625 Penalty: 1369.573364
	Iteration 0F: 2 clusters Score -223042.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -219357.718750 Penalty: 2739.146729
	Iteration 0F: 3 clusters Score -219357.7 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -220389.203125 Penalty: 2739.146729
	Iteration 1F: 3 clusters Score -220389.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -220661.750000 Penalty: 2739.146729
	Iteration 2F: 3 clusters Score -220661.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -220875.796875 Penalty: 2739.146729
	Iteration 3F: 3 clusters Score -220875.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -221046.000000 Penalty: 2739.146729
	Iteration 4F: 3 clusters Score -221046 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -221188.906250 Penalty: 2739.146729
	Iteration 5Q: 3 clusters Score -221188.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -221300.500000 Penalty: 2739.146729
	Iteration 6Q: 3 clusters Score -221300.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -221393.421875 Penalty: 2739.146729
	Iteration 7Q: 3 clusters Score -221393.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -221493.968750 Penalty: 2739.146729
	Iteration 8Q: 3 clusters Score -221494 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -221604.296875 Penalty: 2739.146729
	Iteration 9Q: 3 clusters Score -221604.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -221712.218750 Penalty: 2739.146729
	Iteration 10Q: 3 clusters Score -221712.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -221794.718750 Penalty: 2739.146729
	Iteration 11Q: 3 clusters Score -221794.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -221861.406250 Penalty: 2739.146729
	Iteration 12Q: 3 clusters Score -221861.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -221909.843750 Penalty: 2739.146729
	Iteration 13Q: 3 clusters Score -221909.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -221950.031250 Penalty: 2739.146729
	Iteration 14Q: 3 clusters Score -221950 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -221994.703125 Penalty: 2739.146729
	Iteration 15Q: 3 clusters Score -221994.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -222037.343750 Penalty: 2739.146729
	Iteration 16Q: 3 clusters Score -222037.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -222098.015625 Penalty: 2739.146729
	Iteration 17Q: 3 clusters Score -222098 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -222142.843750 Penalty: 2739.146729
	Iteration 18Q: 3 clusters Score -222142.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -222169.593750 Penalty: 2739.146729
	Iteration 19Q: 3 clusters Score -222169.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -222184.609375 Penalty: 2739.146729
	Iteration 20F: 3 clusters Score -222184.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -222192.515625 Penalty: 2739.146729
	Iteration 21Q: 3 clusters Score -222192.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -222199.328125 Penalty: 2739.146729
	Iteration 22Q: 3 clusters Score -222199.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -222204.375000 Penalty: 2739.146729
	Iteration 23Q: 3 clusters Score -222204.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -222207.406250 Penalty: 2739.146729
	Iteration 24Q: 3 clusters Score -222207.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -222211.281250 Penalty: 2739.146729
	Iteration 25Q: 3 clusters Score -222211.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -222213.296875 Penalty: 2739.146729
	Iteration 26Q: 3 clusters Score -222213.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -222216.468750 Penalty: 2739.146729
	Iteration 27Q: 3 clusters Score -222216.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -222219.625000 Penalty: 2739.146729
	Iteration 28Q: 3 clusters Score -222219.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -222224.375000 Penalty: 2739.146729
	Iteration 29Q: 3 clusters Score -222224.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -222224.937500 Penalty: 2739.146729
	Iteration 30Q: 3 clusters Score -222224.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -222225.703125 Penalty: 2739.146729
	Iteration 31Q: 3 clusters Score -222225.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -222225.703125 Penalty: 2739.146729
	Iteration 32F: 3 clusters Score -222225.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Entering Unmasked Estep 
Score: -492525.218750 Penalty: 1479.324341
	Iteration 0F: 2 clusters Score -492525.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -485995.125000 Penalty: 2958.648682
	Iteration 0F: 3 clusters Score -485995.1 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -488049.125000 Penalty: 2958.648682
	Iteration 1F: 3 clusters Score -488049.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -488240.968750 Penalty: 2958.648682
	Iteration 2F: 3 clusters Score -488241 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -488378.468750 Penalty: 2958.648682
	Iteration 3Q: 3 clusters Score -488378.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -488456.218750 Penalty: 2958.648682
	Iteration 4Q: 3 clusters Score -488456.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -488518.656250 Penalty: 2958.648682
	Iteration 5Q: 3 clusters Score -488518.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -488579.593750 Penalty: 2958.648682
	Iteration 6Q: 3 clusters Score -488579.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -488640.750000 Penalty: 2958.648682
	Iteration 7Q: 3 clusters Score -488640.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -488695.468750 Penalty: 2958.648682
	Iteration 8Q: 3 clusters Score -488695.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -488743.687500 Penalty: 2958.648682
	Iteration 9Q: 3 clusters Score -488743.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -488790.250000 Penalty: 2958.648682
	Iteration 10Q: 3 clusters Score -488790.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -488840.000000 Penalty: 2958.648682
	Iteration 11Q: 3 clusters Score -488840 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -488887.750000 Penalty: 2958.648682
	Iteration 12Q: 3 clusters Score -488887.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -488921.093750 Penalty: 2958.648682
	Iteration 13Q: 3 clusters Score -488921.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -488964.781250 Penalty: 2958.648682
	Iteration 14Q: 3 clusters Score -488964.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -489020.250000 Penalty: 2958.648682
	Iteration 15Q: 3 clusters Score -489020.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -489069.937500 Penalty: 2958.648682
	Iteration 16Q: 3 clusters Score -489069.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -489123.250000 Penalty: 2958.648682
	Iteration 17Q: 3 clusters Score -489123.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -489193.000000 Penalty: 2958.648682
	Iteration 18Q: 3 clusters Score -489193 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -489281.156250 Penalty: 2958.648682
	Iteration 19Q: 3 clusters Score -489281.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -489370.687500 Penalty: 2958.648682
	Iteration 20F: 3 clusters Score -489370.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -489469.281250 Penalty: 2958.648682
	Iteration 21Q: 3 clusters Score -489469.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -489595.687500 Penalty: 2958.648682
	Iteration 22Q: 3 clusters Score -489595.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -489740.625000 Penalty: 2958.648682
	Iteration 23Q: 3 clusters Score -489740.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -489900.312500 Penalty: 2958.648682
	Iteration 24Q: 3 clusters Score -489900.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -490082.812500 Penalty: 2958.648682
	Iteration 25Q: 3 clusters Score -490082.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -490286.250000 Penalty: 2958.648682
	Iteration 26Q: 3 clusters Score -490286.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -490490.687500 Penalty: 2958.648682
	Iteration 27Q: 3 clusters Score -490490.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -490659.187500 Penalty: 2958.648682
	Iteration 28Q: 3 clusters Score -490659.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -490803.031250 Penalty: 2958.648682
	Iteration 29Q: 3 clusters Score -490803 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -490922.312500 Penalty: 2958.648682
	Iteration 30Q: 3 clusters Score -490922.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -490998.000000 Penalty: 2958.648682
	Iteration 31Q: 3 clusters Score -490998 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -491049.156250 Penalty: 2958.648682
	Iteration 32Q: 3 clusters Score -491049.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -491089.093750 Penalty: 2958.648682
	Iteration 33Q: 3 clusters Score -491089.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -491116.062500 Penalty: 2958.648682
	Iteration 34Q: 3 clusters Score -491116.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -491137.187500 Penalty: 2958.648682
	Iteration 35Q: 3 clusters Score -491137.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -491152.125000 Penalty: 2958.648682
	Iteration 36Q: 3 clusters Score -491152.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -491161.406250 Penalty: 2958.648682
	Iteration 37Q: 3 clusters Score -491161.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -491171.906250 Penalty: 2958.648682
	Iteration 38Q: 3 clusters Score -491171.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -491182.656250 Penalty: 2958.648682
	Iteration 39Q: 3 clusters Score -491182.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -491195.375000 Penalty: 2958.648682
	Iteration 40F: 3 clusters Score -491195.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -491204.468750 Penalty: 2958.648682
	Iteration 41Q: 3 clusters Score -491204.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -491213.000000 Penalty: 2958.648682
	Iteration 42Q: 3 clusters Score -491213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -491219.062500 Penalty: 2958.648682
	Iteration 43Q: 3 clusters Score -491219.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -491228.593750 Penalty: 2958.648682
	Iteration 44Q: 3 clusters Score -491228.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -491238.468750 Penalty: 2958.648682
	Iteration 45Q: 3 clusters Score -491238.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -491243.500000 Penalty: 2958.648682
	Iteration 46Q: 3 clusters Score -491243.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -491246.343750 Penalty: 2958.648682
	Iteration 47Q: 3 clusters Score -491246.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -491249.906250 Penalty: 2958.648682
	Iteration 48Q: 3 clusters Score -491249.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -491253.312500 Penalty: 2958.648682
	Iteration 49Q: 3 clusters Score -491253.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -491259.593750 Penalty: 2958.648682
	Iteration 50Q: 3 clusters Score -491259.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -491264.062500 Penalty: 2958.648682
	Iteration 51Q: 3 clusters Score -491264.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -491265.156250 Penalty: 2958.648682
	Iteration 52Q: 3 clusters Score -491265.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -491266.406250 Penalty: 2958.648682
	Iteration 53Q: 3 clusters Score -491266.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -491267.812500 Penalty: 2958.648682
	Iteration 54Q: 3 clusters Score -491267.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -491269.937500 Penalty: 2958.648682
	Iteration 55Q: 3 clusters Score -491269.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -491269.937500 Penalty: 2958.648682
	Iteration 56F: 3 clusters Score -491269.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Entering Unmasked Estep 
Score: -543346.125000 Penalty: 1492.716187
	Iteration 0F: 2 clusters Score -543346.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -536166.687500 Penalty: 2985.432373
	Iteration 0F: 3 clusters Score -536166.7 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -538480.625000 Penalty: 2985.432373
	Iteration 1F: 3 clusters Score -538480.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -538767.812500 Penalty: 2985.432373
	Iteration 2F: 3 clusters Score -538767.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -538998.375000 Penalty: 2985.432373
	Iteration 3F: 3 clusters Score -538998.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -539234.625000 Penalty: 2985.432373
	Iteration 4Q: 3 clusters Score -539234.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -539496.812500 Penalty: 2985.432373
	Iteration 5Q: 3 clusters Score -539496.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -539742.875000 Penalty: 2985.432373
	Iteration 6Q: 3 clusters Score -539742.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -539986.562500 Penalty: 2985.432373
	Iteration 7Q: 3 clusters Score -539986.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -540214.750000 Penalty: 2985.432373
	Iteration 8Q: 3 clusters Score -540214.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -540455.875000 Penalty: 2985.432373
	Iteration 9Q: 3 clusters Score -540455.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -540687.375000 Penalty: 2985.432373
	Iteration 10Q: 3 clusters Score -540687.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -540919.312500 Penalty: 2985.432373
	Iteration 11Q: 3 clusters Score -540919.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -541121.125000 Penalty: 2985.432373
	Iteration 12Q: 3 clusters Score -541121.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -541261.062500 Penalty: 2985.432373
	Iteration 13Q: 3 clusters Score -541261.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -541340.250000 Penalty: 2985.432373
	Iteration 14Q: 3 clusters Score -541340.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -541399.187500 Penalty: 2985.432373
	Iteration 15Q: 3 clusters Score -541399.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -541459.687500 Penalty: 2985.432373
	Iteration 16Q: 3 clusters Score -541459.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -541501.625000 Penalty: 2985.432373
	Iteration 17Q: 3 clusters Score -541501.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -541547.625000 Penalty: 2985.432373
	Iteration 18Q: 3 clusters Score -541547.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -541584.625000 Penalty: 2985.432373
	Iteration 19Q: 3 clusters Score -541584.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -541617.187500 Penalty: 2985.432373
	Iteration 20F: 3 clusters Score -541617.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -541648.375000 Penalty: 2985.432373
	Iteration 21Q: 3 clusters Score -541648.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -541674.687500 Penalty: 2985.432373
	Iteration 22Q: 3 clusters Score -541674.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -541705.687500 Penalty: 2985.432373
	Iteration 23Q: 3 clusters Score -541705.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -541729.250000 Penalty: 2985.432373
	Iteration 24Q: 3 clusters Score -541729.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -541747.375000 Penalty: 2985.432373
	Iteration 25Q: 3 clusters Score -541747.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -541760.187500 Penalty: 2985.432373
	Iteration 26Q: 3 clusters Score -541760.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -541775.812500 Penalty: 2985.432373
	Iteration 27Q: 3 clusters Score -541775.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -541793.937500 Penalty: 2985.432373
	Iteration 28Q: 3 clusters Score -541793.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -541809.125000 Penalty: 2985.432373
	Iteration 29Q: 3 clusters Score -541809.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -541824.750000 Penalty: 2985.432373
	Iteration 30Q: 3 clusters Score -541824.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -541829.625000 Penalty: 2985.432373
	Iteration 31Q: 3 clusters Score -541829.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -541841.562500 Penalty: 2985.432373
	Iteration 32Q: 3 clusters Score -541841.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -541853.437500 Penalty: 2985.432373
	Iteration 33Q: 3 clusters Score -541853.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -541862.000000 Penalty: 2985.432373
	Iteration 34Q: 3 clusters Score -541862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -541871.437500 Penalty: 2985.432373
	Iteration 35Q: 3 clusters Score -541871.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -541883.187500 Penalty: 2985.432373
	Iteration 36Q: 3 clusters Score -541883.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -541895.750000 Penalty: 2985.432373
	Iteration 37Q: 3 clusters Score -541895.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -541917.625000 Penalty: 2985.432373
	Iteration 38Q: 3 clusters Score -541917.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -541931.812500 Penalty: 2985.432373
	Iteration 39Q: 3 clusters Score -541931.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -541945.625000 Penalty: 2985.432373
	Iteration 40F: 3 clusters Score -541945.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -541957.812500 Penalty: 2985.432373
	Iteration 41Q: 3 clusters Score -541957.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -541968.937500 Penalty: 2985.432373
	Iteration 42Q: 3 clusters Score -541968.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -541976.125000 Penalty: 2985.432373
	Iteration 43Q: 3 clusters Score -541976.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -541987.062500 Penalty: 2985.432373
	Iteration 44Q: 3 clusters Score -541987.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -541994.187500 Penalty: 2985.432373
	Iteration 45Q: 3 clusters Score -541994.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -542002.375000 Penalty: 2985.432373
	Iteration 46Q: 3 clusters Score -542002.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -542014.062500 Penalty: 2985.432373
	Iteration 47Q: 3 clusters Score -542014.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -542021.500000 Penalty: 2985.432373
	Iteration 48Q: 3 clusters Score -542021.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -542028.562500 Penalty: 2985.432373
	Iteration 49Q: 3 clusters Score -542028.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -542037.312500 Penalty: 2985.432373
	Iteration 50Q: 3 clusters Score -542037.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -542042.562500 Penalty: 2985.432373
	Iteration 51Q: 3 clusters Score -542042.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -542049.937500 Penalty: 2985.432373
	Iteration 52Q: 3 clusters Score -542049.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -542057.375000 Penalty: 2985.432373
	Iteration 53Q: 3 clusters Score -542057.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -542063.375000 Penalty: 2985.432373
	Iteration 54Q: 3 clusters Score -542063.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -542068.687500 Penalty: 2985.432373
	Iteration 55Q: 3 clusters Score -542068.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -542072.937500 Penalty: 2985.432373
	Iteration 56Q: 3 clusters Score -542072.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -542074.437500 Penalty: 2985.432373
	Iteration 57Q: 3 clusters Score -542074.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -542075.125000 Penalty: 2985.432373
	Iteration 58Q: 3 clusters Score -542075.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -542076.812500 Penalty: 2985.432373
	Iteration 59Q: 3 clusters Score -542076.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -542076.875000 Penalty: 2985.432373
	Iteration 60F: 3 clusters Score -542076.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -542076.625000 Penalty: 2985.432373
	Iteration 61Q: 3 clusters Score -542076.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -542076.625000 Penalty: 2985.432373
	Iteration 62F: 3 clusters Score -542076.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Entering Unmasked Estep 
Score: -479200.812500 Penalty: 1496.126953
	Iteration 0F: 2 clusters Score -479200.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -472070.812500 Penalty: 2992.253906
	Iteration 0F: 3 clusters Score -472070.8 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -474373.093750 Penalty: 2992.253906
	Iteration 1F: 3 clusters Score -474373.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -474599.281250 Penalty: 2992.253906
	Iteration 2F: 3 clusters Score -474599.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -474827.718750 Penalty: 2992.253906
	Iteration 3Q: 3 clusters Score -474827.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -475077.968750 Penalty: 2992.253906
	Iteration 4Q: 3 clusters Score -475078 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -475346.687500 Penalty: 2992.253906
	Iteration 5F: 3 clusters Score -475346.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -475692.875000 Penalty: 2992.253906
	Iteration 6F: 3 clusters Score -475692.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -476084.125000 Penalty: 2992.253906
	Iteration 7F: 3 clusters Score -476084.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -476545.125000 Penalty: 2992.253906
	Iteration 8F: 3 clusters Score -476545.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -476959.312500 Penalty: 2992.253906
	Iteration 9F: 3 clusters Score -476959.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -477261.281250 Penalty: 2992.253906
	Iteration 10Q: 3 clusters Score -477261.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -477480.593750 Penalty: 2992.253906
	Iteration 11Q: 3 clusters Score -477480.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -477632.218750 Penalty: 2992.253906
	Iteration 12Q: 3 clusters Score -477632.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -477736.343750 Penalty: 2992.253906
	Iteration 13Q: 3 clusters Score -477736.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -477818.593750 Penalty: 2992.253906
	Iteration 14Q: 3 clusters Score -477818.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -477872.750000 Penalty: 2992.253906
	Iteration 15Q: 3 clusters Score -477872.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -477911.406250 Penalty: 2992.253906
	Iteration 16Q: 3 clusters Score -477911.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -477943.750000 Penalty: 2992.253906
	Iteration 17Q: 3 clusters Score -477943.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -477969.250000 Penalty: 2992.253906
	Iteration 18Q: 3 clusters Score -477969.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -477987.156250 Penalty: 2992.253906
	Iteration 19Q: 3 clusters Score -477987.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -478003.343750 Penalty: 2992.253906
	Iteration 20F: 3 clusters Score -478003.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -478013.218750 Penalty: 2992.253906
	Iteration 21Q: 3 clusters Score -478013.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -478021.000000 Penalty: 2992.253906
	Iteration 22Q: 3 clusters Score -478021 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -478025.562500 Penalty: 2992.253906
	Iteration 23Q: 3 clusters Score -478025.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -478029.250000 Penalty: 2992.253906
	Iteration 24Q: 3 clusters Score -478029.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -478032.437500 Penalty: 2992.253906
	Iteration 25Q: 3 clusters Score -478032.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -478033.093750 Penalty: 2992.253906
	Iteration 26Q: 3 clusters Score -478033.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -478035.031250 Penalty: 2992.253906
	Iteration 27Q: 3 clusters Score -478035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -478035.718750 Penalty: 2992.253906
	Iteration 28Q: 3 clusters Score -478035.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -478036.625000 Penalty: 2992.253906
	Iteration 29Q: 3 clusters Score -478036.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -478036.812500 Penalty: 2992.253906
	Iteration 30Q: 3 clusters Score -478036.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -478037.937500 Penalty: 2992.253906
	Iteration 31Q: 3 clusters Score -478037.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -478039.875000 Penalty: 2992.253906
	Iteration 32Q: 3 clusters Score -478039.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -478040.125000 Penalty: 2992.253906
	Iteration 33Q: 3 clusters Score -478040.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -478041.312500 Penalty: 2992.253906
	Iteration 34Q: 3 clusters Score -478041.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -478040.906250 Penalty: 2992.253906
	Iteration 35Q: 3 clusters Score -478040.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -478041.000000 Penalty: 2992.253906
	Iteration 36Q: 3 clusters Score -478041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -478042.062500 Penalty: 2992.253906
	Iteration 37Q: 3 clusters Score -478042.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -478042.937500 Penalty: 2992.253906
	Iteration 38Q: 3 clusters Score -478042.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -478043.093750 Penalty: 2992.253906
	Iteration 39Q: 3 clusters Score -478043.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -478044.062500 Penalty: 2992.253906
	Iteration 40F: 3 clusters Score -478044.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -478044.625000 Penalty: 2992.253906
	Iteration 41Q: 3 clusters Score -478044.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -478044.625000 Penalty: 2992.253906
	Iteration 42F: 3 clusters Score -478044.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Entering Unmasked Estep 
Score: -199981.468750 Penalty: 1357.136841
	Iteration 0F: 2 clusters Score -199981.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -196531.593750 Penalty: 2714.273682
	Iteration 0F: 3 clusters Score -196531.6 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -197917.187500 Penalty: 2714.273682
	Iteration 1F: 3 clusters Score -197917.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -198392.593750 Penalty: 2714.273682
	Iteration 2F: 3 clusters Score -198392.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -198845.671875 Penalty: 2714.273682
	Iteration 3F: 3 clusters Score -198845.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -199307.546875 Penalty: 2714.273682
	Iteration 4F: 3 clusters Score -199307.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -199760.875000 Penalty: 2714.273682
	Iteration 5F: 3 clusters Score -199760.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -200040.000000 Penalty: 2714.273682
	Iteration 6F: 3 clusters Score -200040 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -200174.812500 Penalty: 2714.273682
	Iteration 7Q: 3 clusters Score -200174.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -200234.984375 Penalty: 2714.273682
	Iteration 8Q: 3 clusters Score -200235 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -200262.671875 Penalty: 2714.273682
	Iteration 9Q: 3 clusters Score -200262.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -200277.609375 Penalty: 2714.273682
	Iteration 10Q: 3 clusters Score -200277.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -200287.531250 Penalty: 2714.273682
	Iteration 11Q: 3 clusters Score -200287.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -200290.312500 Penalty: 2714.273682
	Iteration 12Q: 3 clusters Score -200290.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -200291.953125 Penalty: 2714.273682
	Iteration 13Q: 3 clusters Score -200292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -200293.171875 Penalty: 2714.273682
	Iteration 14Q: 3 clusters Score -200293.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -200295.218750 Penalty: 2714.273682
	Iteration 15Q: 3 clusters Score -200295.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -200297.421875 Penalty: 2714.273682
	Iteration 16Q: 3 clusters Score -200297.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -200299.218750 Penalty: 2714.273682
	Iteration 17Q: 3 clusters Score -200299.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -200300.031250 Penalty: 2714.273682
	Iteration 18Q: 3 clusters Score -200300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -200300.718750 Penalty: 2714.273682
	Iteration 19Q: 3 clusters Score -200300.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -200301.109375 Penalty: 2714.273682
	Iteration 20F: 3 clusters Score -200301.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -200301.375000 Penalty: 2714.273682
	Iteration 21Q: 3 clusters Score -200301.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -200301.640625 Penalty: 2714.273682
	Iteration 22Q: 3 clusters Score -200301.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -200301.625000 Penalty: 2714.273682
	Iteration 23Q: 3 clusters Score -200301.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -200301.546875 Penalty: 2714.273682
	Iteration 24Q: 3 clusters Score -200301.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -200301.546875 Penalty: 2714.273682
	Iteration 25F: 3 clusters Score -200301.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 302231 members 
Mstep: Class 2 contains 8357 members 
Mstep: Class 3 contains 72402 members 
Mstep: Class 4 contains 28550 members 
Mstep: Class 5 contains 89703 members 
Mstep: Class 6 contains 7438 members 
Mstep: Class 7 contains 3332 members 
Mstep: Class 8 contains 14051 members 
Mstep: Class 9 contains 59245 members 
Mstep: Class 10 contains 14513 members 
Mstep: Class 11 contains 32966 members 
Mstep: Class 12 contains 11853 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 1033 members 
Mstep: Class 15 contains 4574 members 
Mstep: Class 16 contains 8987 members 
Mstep: Class 17 contains 9759 members 
Mstep: Class 18 contains 9966 members 
Mstep: Class 19 contains 2500 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 10126 members 
Mstep: Class 22 contains 3076 members 
Mstep: Class 23 contains 5641 members 
Mstep: Class 24 contains 1737 members 
Entering Unmasked Estep 
Score: -35920768.000000 Penalty: 52549.226562
Splitting cluster 19 changes total score from -35921128.000000 to -35920768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (1985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Entering Unmasked Estep 
Score: -83212.218750 Penalty: 1233.923340
	Iteration 0F: 2 clusters Score -83212.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -81179.906250 Penalty: 2467.846680
	Iteration 0F: 3 clusters Score -81179.91 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -82091.296875 Penalty: 2467.846680
	Iteration 1F: 3 clusters Score -82091.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -82898.210938 Penalty: 2467.846680
	Iteration 2F: 3 clusters Score -82898.21 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -83546.937500 Penalty: 2467.846680
	Iteration 3F: 3 clusters Score -83546.94 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -83807.617188 Penalty: 2467.846680
	Iteration 4F: 3 clusters Score -83807.62 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -83930.500000 Penalty: 2467.846680
	Iteration 5Q: 3 clusters Score -83930.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -83997.171875 Penalty: 2467.846680
	Iteration 6Q: 3 clusters Score -83997.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -84017.281250 Penalty: 2467.846680
	Iteration 7Q: 3 clusters Score -84017.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -84022.101562 Penalty: 2467.846680
	Iteration 8Q: 3 clusters Score -84022.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -84023.265625 Penalty: 2467.846680
	Iteration 9Q: 3 clusters Score -84023.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -84023.890625 Penalty: 2467.846680
	Iteration 10Q: 3 clusters Score -84023.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -84023.890625 Penalty: 2467.846680
	Iteration 11F: 3 clusters Score -84023.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 302231 members 
Mstep: Class 2 contains 8357 members 
Mstep: Class 3 contains 72402 members 
Mstep: Class 4 contains 28550 members 
Mstep: Class 5 contains 89703 members 
Mstep: Class 6 contains 7438 members 
Mstep: Class 7 contains 3332 members 
Mstep: Class 8 contains 14051 members 
Mstep: Class 9 contains 59245 members 
Mstep: Class 10 contains 14513 members 
Mstep: Class 11 contains 32966 members 
Mstep: Class 12 contains 11853 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 1033 members 
Mstep: Class 15 contains 4574 members 
Mstep: Class 16 contains 8987 members 
Mstep: Class 17 contains 9759 members 
Mstep: Class 18 contains 9966 members 
Mstep: Class 19 contains 4237 members 
Mstep: Class 20 contains 1085 members 
Mstep: Class 21 contains 10126 members 
Mstep: Class 22 contains 3076 members 
Mstep: Class 23 contains 5641 members 
Mstep: Class 24 contains 900 members 
Entering Unmasked Estep 
Score: -35921076.000000 Penalty: 52549.226562
Splitting cluster 20 changes total score from -35921128.000000 to -35921076.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (10126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Entering Unmasked Estep 
Score: -471943.000000 Penalty: 1498.714966
	Iteration 0F: 2 clusters Score -471943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -464688.750000 Penalty: 2997.429932
	Iteration 0F: 3 clusters Score -464688.8 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -467143.250000 Penalty: 2997.429932
	Iteration 1F: 3 clusters Score -467143.2 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -467488.937500 Penalty: 2997.429932
	Iteration 2F: 3 clusters Score -467488.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -467787.062500 Penalty: 2997.429932
	Iteration 3F: 3 clusters Score -467787.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -468071.125000 Penalty: 2997.429932
	Iteration 4F: 3 clusters Score -468071.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -468372.468750 Penalty: 2997.429932
	Iteration 5Q: 3 clusters Score -468372.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -468672.281250 Penalty: 2997.429932
	Iteration 6Q: 3 clusters Score -468672.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -469005.031250 Penalty: 2997.429932
	Iteration 7Q: 3 clusters Score -469005 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -469293.312500 Penalty: 2997.429932
	Iteration 8Q: 3 clusters Score -469293.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -469565.593750 Penalty: 2997.429932
	Iteration 9Q: 3 clusters Score -469565.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -469777.250000 Penalty: 2997.429932
	Iteration 10Q: 3 clusters Score -469777.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -469953.187500 Penalty: 2997.429932
	Iteration 11Q: 3 clusters Score -469953.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -470119.906250 Penalty: 2997.429932
	Iteration 12Q: 3 clusters Score -470119.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -470256.031250 Penalty: 2997.429932
	Iteration 13Q: 3 clusters Score -470256 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -470362.375000 Penalty: 2997.429932
	Iteration 14Q: 3 clusters Score -470362.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -470434.093750 Penalty: 2997.429932
	Iteration 15Q: 3 clusters Score -470434.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -470487.687500 Penalty: 2997.429932
	Iteration 16Q: 3 clusters Score -470487.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -470542.406250 Penalty: 2997.429932
	Iteration 17Q: 3 clusters Score -470542.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -470585.062500 Penalty: 2997.429932
	Iteration 18Q: 3 clusters Score -470585.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -470614.593750 Penalty: 2997.429932
	Iteration 19Q: 3 clusters Score -470614.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -470635.625000 Penalty: 2997.429932
	Iteration 20F: 3 clusters Score -470635.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -470653.250000 Penalty: 2997.429932
	Iteration 21Q: 3 clusters Score -470653.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -470669.187500 Penalty: 2997.429932
	Iteration 22Q: 3 clusters Score -470669.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -470681.125000 Penalty: 2997.429932
	Iteration 23Q: 3 clusters Score -470681.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -470692.093750 Penalty: 2997.429932
	Iteration 24Q: 3 clusters Score -470692.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -470697.562500 Penalty: 2997.429932
	Iteration 25Q: 3 clusters Score -470697.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -470706.187500 Penalty: 2997.429932
	Iteration 26Q: 3 clusters Score -470706.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -470711.937500 Penalty: 2997.429932
	Iteration 27Q: 3 clusters Score -470711.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -470725.531250 Penalty: 2997.429932
	Iteration 28Q: 3 clusters Score -470725.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -470730.437500 Penalty: 2997.429932
	Iteration 29Q: 3 clusters Score -470730.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -470732.343750 Penalty: 2997.429932
	Iteration 30Q: 3 clusters Score -470732.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -470733.843750 Penalty: 2997.429932
	Iteration 31Q: 3 clusters Score -470733.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -470733.843750 Penalty: 2997.429932
	Iteration 32F: 3 clusters Score -470733.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Entering Unmasked Estep 
Score: -116151.921875 Penalty: 1305.100098
	Iteration 0F: 2 clusters Score -116151.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -113396.117188 Penalty: 2610.200195
	Iteration 0F: 3 clusters Score -113396.1 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -114235.500000 Penalty: 2610.200195
	Iteration 1F: 3 clusters Score -114235.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -114487.406250 Penalty: 2610.200195
	Iteration 2F: 3 clusters Score -114487.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -114651.039062 Penalty: 2610.200195
	Iteration 3F: 3 clusters Score -114651 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -114793.546875 Penalty: 2610.200195
	Iteration 4F: 3 clusters Score -114793.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -114897.460938 Penalty: 2610.200195
	Iteration 5Q: 3 clusters Score -114897.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -114968.484375 Penalty: 2610.200195
	Iteration 6Q: 3 clusters Score -114968.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -115010.679688 Penalty: 2610.200195
	Iteration 7Q: 3 clusters Score -115010.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -115047.601562 Penalty: 2610.200195
	Iteration 8Q: 3 clusters Score -115047.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -115089.828125 Penalty: 2610.200195
	Iteration 9Q: 3 clusters Score -115089.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -115149.039062 Penalty: 2610.200195
	Iteration 10Q: 3 clusters Score -115149 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -115192.789062 Penalty: 2610.200195
	Iteration 11Q: 3 clusters Score -115192.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -115234.515625 Penalty: 2610.200195
	Iteration 12Q: 3 clusters Score -115234.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -115264.257812 Penalty: 2610.200195
	Iteration 13Q: 3 clusters Score -115264.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -115284.781250 Penalty: 2610.200195
	Iteration 14Q: 3 clusters Score -115284.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -115300.804688 Penalty: 2610.200195
	Iteration 15Q: 3 clusters Score -115300.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -115312.929688 Penalty: 2610.200195
	Iteration 16Q: 3 clusters Score -115312.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -115327.914062 Penalty: 2610.200195
	Iteration 17Q: 3 clusters Score -115327.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -115339.078125 Penalty: 2610.200195
	Iteration 18Q: 3 clusters Score -115339.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -115350.578125 Penalty: 2610.200195
	Iteration 19Q: 3 clusters Score -115350.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -115367.023438 Penalty: 2610.200195
	Iteration 20F: 3 clusters Score -115367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -115377.328125 Penalty: 2610.200195
	Iteration 21Q: 3 clusters Score -115377.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -115382.984375 Penalty: 2610.200195
	Iteration 22Q: 3 clusters Score -115383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -115391.593750 Penalty: 2610.200195
	Iteration 23Q: 3 clusters Score -115391.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -115399.164062 Penalty: 2610.200195
	Iteration 24Q: 3 clusters Score -115399.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -115404.156250 Penalty: 2610.200195
	Iteration 25Q: 3 clusters Score -115404.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -115410.343750 Penalty: 2610.200195
	Iteration 26Q: 3 clusters Score -115410.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -115412.625000 Penalty: 2610.200195
	Iteration 27Q: 3 clusters Score -115412.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -115415.757812 Penalty: 2610.200195
	Iteration 28Q: 3 clusters Score -115415.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -115418.914062 Penalty: 2610.200195
	Iteration 29Q: 3 clusters Score -115418.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -115420.890625 Penalty: 2610.200195
	Iteration 30Q: 3 clusters Score -115420.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -115423.984375 Penalty: 2610.200195
	Iteration 31Q: 3 clusters Score -115424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -115427.406250 Penalty: 2610.200195
	Iteration 32Q: 3 clusters Score -115427.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -115429.500000 Penalty: 2610.200195
	Iteration 33Q: 3 clusters Score -115429.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -115430.828125 Penalty: 2610.200195
	Iteration 34Q: 3 clusters Score -115430.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -115431.492188 Penalty: 2610.200195
	Iteration 35Q: 3 clusters Score -115431.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -115431.492188 Penalty: 2610.200195
	Iteration 36F: 3 clusters Score -115431.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Entering Unmasked Estep 
Score: -262519.468750 Penalty: 1403.645142
	Iteration 0F: 2 clusters Score -262519.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -258149.859375 Penalty: 2807.290283
	Iteration 0F: 3 clusters Score -258149.9 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -259609.718750 Penalty: 2807.290283
	Iteration 1F: 3 clusters Score -259609.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -260280.828125 Penalty: 2807.290283
	Iteration 2F: 3 clusters Score -260280.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -261066.406250 Penalty: 2807.290283
	Iteration 3F: 3 clusters Score -261066.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -261675.828125 Penalty: 2807.290283
	Iteration 4F: 3 clusters Score -261675.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -262152.593750 Penalty: 2807.290283
	Iteration 5F: 3 clusters Score -262152.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -262604.093750 Penalty: 2807.290283
	Iteration 6F: 3 clusters Score -262604.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -262961.156250 Penalty: 2807.290283
	Iteration 7Q: 3 clusters Score -262961.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -263257.656250 Penalty: 2807.290283
	Iteration 8Q: 3 clusters Score -263257.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -263442.968750 Penalty: 2807.290283
	Iteration 9Q: 3 clusters Score -263443 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -263561.250000 Penalty: 2807.290283
	Iteration 10Q: 3 clusters Score -263561.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -263615.875000 Penalty: 2807.290283
	Iteration 11Q: 3 clusters Score -263615.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -263642.656250 Penalty: 2807.290283
	Iteration 12Q: 3 clusters Score -263642.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -263653.687500 Penalty: 2807.290283
	Iteration 13Q: 3 clusters Score -263653.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -263664.593750 Penalty: 2807.290283
	Iteration 14Q: 3 clusters Score -263664.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -263672.093750 Penalty: 2807.290283
	Iteration 15Q: 3 clusters Score -263672.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -263675.312500 Penalty: 2807.290283
	Iteration 16Q: 3 clusters Score -263675.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -263678.812500 Penalty: 2807.290283
	Iteration 17Q: 3 clusters Score -263678.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -263680.375000 Penalty: 2807.290283
	Iteration 18Q: 3 clusters Score -263680.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -263681.281250 Penalty: 2807.290283
	Iteration 19Q: 3 clusters Score -263681.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -263682.562500 Penalty: 2807.290283
	Iteration 20F: 3 clusters Score -263682.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -263682.437500 Penalty: 2807.290283
	Iteration 21Q: 3 clusters Score -263682.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -263682.718750 Penalty: 2807.290283
	Iteration 22Q: 3 clusters Score -263682.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -263682.718750 Penalty: 2807.290283
	Iteration 23Q: 3 clusters Score -263682.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -263682.718750 Penalty: 2807.290283
	Iteration 24F: 3 clusters Score -263682.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 302231 members 
Mstep: Class 2 contains 8357 members 
Mstep: Class 3 contains 72402 members 
Mstep: Class 4 contains 28550 members 
Mstep: Class 5 contains 89703 members 
Mstep: Class 6 contains 7438 members 
Mstep: Class 7 contains 3332 members 
Mstep: Class 8 contains 14051 members 
Mstep: Class 9 contains 59245 members 
Mstep: Class 10 contains 14513 members 
Mstep: Class 11 contains 32966 members 
Mstep: Class 12 contains 11853 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 1033 members 
Mstep: Class 15 contains 4574 members 
Mstep: Class 16 contains 8987 members 
Mstep: Class 17 contains 9759 members 
Mstep: Class 18 contains 9966 members 
Mstep: Class 19 contains 4237 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 10126 members 
Mstep: Class 22 contains 3076 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 1397 members 
Entering Unmasked Estep 
Score: -35921576.000000 Penalty: 52549.226562
Splitting cluster 23 changes total score from -35921128.000000 to -35921576.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 302231 members 
Mstep: Class 2 contains 8357 members 
Mstep: Class 3 contains 72402 members 
Mstep: Class 4 contains 28550 members 
Mstep: Class 5 contains 89703 members 
Mstep: Class 6 contains 7438 members 
Mstep: Class 7 contains 3332 members 
Mstep: Class 8 contains 14051 members 
Mstep: Class 9 contains 59245 members 
Mstep: Class 10 contains 14513 members 
Mstep: Class 11 contains 32966 members 
Mstep: Class 12 contains 11853 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 1033 members 
Mstep: Class 15 contains 4574 members 
Mstep: Class 16 contains 8987 members 
Mstep: Class 17 contains 9759 members 
Mstep: Class 18 contains 9966 members 
Mstep: Class 19 contains 4237 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 10126 members 
Mstep: Class 22 contains 3076 members 
Mstep: Class 23 contains 4244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35921840.000000 Penalty: 52549.226562
Iteration 79Q: 25 clusters Score -3.592184e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 302072 members 
Mstep: Class 2 contains 8359 members 
Mstep: Class 3 contains 72421 members 
Mstep: Class 4 contains 28549 members 
Mstep: Class 5 contains 89684 members 
Mstep: Class 6 contains 7441 members 
Mstep: Class 7 contains 3332 members 
Mstep: Class 8 contains 14060 members 
Mstep: Class 9 contains 59242 members 
Mstep: Class 10 contains 14512 members 
Mstep: Class 11 contains 32987 members 
Mstep: Class 12 contains 11730 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 1034 members 
Mstep: Class 15 contains 4604 members 
Mstep: Class 16 contains 8990 members 
Mstep: Class 17 contains 9867 members 
Mstep: Class 18 contains 9978 members 
Mstep: Class 19 contains 4225 members 
Mstep: Class 20 contains 1982 members 
Mstep: Class 21 contains 10129 members 
Mstep: Class 22 contains 3087 members 
Mstep: Class 23 contains 4392 members 
Mstep: Class 24 contains 1347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35922288.000000 Penalty: 52549.226562
Iteration 80F: 25 clusters Score -3.592229e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 301887 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 72444 members 
Mstep: Class 4 contains 28549 members 
Mstep: Class 5 contains 89673 members 
Mstep: Class 6 contains 7442 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14071 members 
Mstep: Class 9 contains 59241 members 
Mstep: Class 10 contains 14509 members 
Mstep: Class 11 contains 32980 members 
Mstep: Class 12 contains 11627 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 1034 members 
Mstep: Class 15 contains 4568 members 
Mstep: Class 16 contains 8992 members 
Mstep: Class 17 contains 9985 members 
Mstep: Class 18 contains 9992 members 
Mstep: Class 19 contains 4235 members 
Mstep: Class 20 contains 1954 members 
Mstep: Class 21 contains 10131 members 
Mstep: Class 22 contains 3076 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 1456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35922436.000000 Penalty: 52549.226562
Iteration 81Q: 25 clusters Score -3.592244e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 301719 members 
Mstep: Class 2 contains 8362 members 
Mstep: Class 3 contains 72471 members 
Mstep: Class 4 contains 28548 members 
Mstep: Class 5 contains 89648 members 
Mstep: Class 6 contains 7443 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14084 members 
Mstep: Class 9 contains 59237 members 
Mstep: Class 10 contains 14510 members 
Mstep: Class 11 contains 32968 members 
Mstep: Class 12 contains 11535 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 1034 members 
Mstep: Class 15 contains 4555 members 
Mstep: Class 16 contains 8994 members 
Mstep: Class 17 contains 10100 members 
Mstep: Class 18 contains 10007 members 
Mstep: Class 19 contains 4242 members 
Mstep: Class 20 contains 1926 members 
Mstep: Class 21 contains 10131 members 
Mstep: Class 22 contains 3088 members 
Mstep: Class 23 contains 4570 members 
Mstep: Class 24 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35922628.000000 Penalty: 52549.226562
Iteration 82Q: 25 clusters Score -3.592263e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 301563 members 
Mstep: Class 2 contains 8359 members 
Mstep: Class 3 contains 72495 members 
Mstep: Class 4 contains 28547 members 
Mstep: Class 5 contains 89632 members 
Mstep: Class 6 contains 7443 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14098 members 
Mstep: Class 9 contains 59233 members 
Mstep: Class 10 contains 14508 members 
Mstep: Class 11 contains 32975 members 
Mstep: Class 12 contains 11447 members 
Mstep: Class 13 contains 6783 members 
Mstep: Class 14 contains 1035 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 8997 members 
Mstep: Class 17 contains 10201 members 
Mstep: Class 18 contains 10017 members 
Mstep: Class 19 contains 4251 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 21 contains 10134 members 
Mstep: Class 22 contains 3085 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 1561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35922768.000000 Penalty: 52549.226562
Iteration 83Q: 25 clusters Score -3.592277e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 301406 members 
Mstep: Class 2 contains 8351 members 
Mstep: Class 3 contains 72532 members 
Mstep: Class 4 contains 28544 members 
Mstep: Class 5 contains 89616 members 
Mstep: Class 6 contains 7444 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14113 members 
Mstep: Class 9 contains 59230 members 
Mstep: Class 10 contains 14508 members 
Mstep: Class 11 contains 32985 members 
Mstep: Class 12 contains 11362 members 
Mstep: Class 13 contains 6783 members 
Mstep: Class 14 contains 1035 members 
Mstep: Class 15 contains 4539 members 
Mstep: Class 16 contains 9000 members 
Mstep: Class 17 contains 10311 members 
Mstep: Class 18 contains 10020 members 
Mstep: Class 19 contains 4277 members 
Mstep: Class 20 contains 1883 members 
Mstep: Class 21 contains 10135 members 
Mstep: Class 22 contains 3075 members 
Mstep: Class 23 contains 4724 members 
Mstep: Class 24 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35922904.000000 Penalty: 52549.226562
Iteration 84Q: 25 clusters Score -3.59229e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 301241 members 
Mstep: Class 2 contains 8349 members 
Mstep: Class 3 contains 72547 members 
Mstep: Class 4 contains 28542 members 
Mstep: Class 5 contains 89587 members 
Mstep: Class 6 contains 7445 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14136 members 
Mstep: Class 9 contains 59224 members 
Mstep: Class 10 contains 14510 members 
Mstep: Class 11 contains 33060 members 
Mstep: Class 12 contains 11271 members 
Mstep: Class 13 contains 6783 members 
Mstep: Class 14 contains 1033 members 
Mstep: Class 15 contains 4526 members 
Mstep: Class 16 contains 9003 members 
Mstep: Class 17 contains 10412 members 
Mstep: Class 18 contains 10037 members 
Mstep: Class 19 contains 4273 members 
Mstep: Class 20 contains 1860 members 
Mstep: Class 21 contains 10137 members 
Mstep: Class 22 contains 3085 members 
Mstep: Class 23 contains 4778 members 
Mstep: Class 24 contains 1634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35922876.000000 Penalty: 52549.226562
Iteration 85Q: 25 clusters Score -3.592288e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 301091 members 
Mstep: Class 2 contains 8346 members 
Mstep: Class 3 contains 72561 members 
Mstep: Class 4 contains 28541 members 
Mstep: Class 5 contains 89568 members 
Mstep: Class 6 contains 7445 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14149 members 
Mstep: Class 9 contains 59223 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 33143 members 
Mstep: Class 12 contains 11172 members 
Mstep: Class 13 contains 6783 members 
Mstep: Class 14 contains 1033 members 
Mstep: Class 15 contains 4517 members 
Mstep: Class 16 contains 9005 members 
Mstep: Class 17 contains 10505 members 
Mstep: Class 18 contains 10047 members 
Mstep: Class 19 contains 4276 members 
Mstep: Class 20 contains 1841 members 
Mstep: Class 21 contains 10139 members 
Mstep: Class 22 contains 3084 members 
Mstep: Class 23 contains 4842 members 
Mstep: Class 24 contains 1651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35922976.000000 Penalty: 52549.226562
Iteration 86Q: 25 clusters Score -3.592298e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 300943 members 
Mstep: Class 2 contains 8346 members 
Mstep: Class 3 contains 72585 members 
Mstep: Class 4 contains 28541 members 
Mstep: Class 5 contains 89547 members 
Mstep: Class 6 contains 7445 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14161 members 
Mstep: Class 9 contains 59224 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 33209 members 
Mstep: Class 12 contains 11066 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 1034 members 
Mstep: Class 15 contains 4511 members 
Mstep: Class 16 contains 9006 members 
Mstep: Class 17 contains 10587 members 
Mstep: Class 18 contains 10072 members 
Mstep: Class 19 contains 4279 members 
Mstep: Class 20 contains 1835 members 
Mstep: Class 21 contains 10135 members 
Mstep: Class 22 contains 3082 members 
Mstep: Class 23 contains 4912 members 
Mstep: Class 24 contains 1660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923140.000000 Penalty: 52549.226562
Iteration 87Q: 25 clusters Score -3.592314e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 300776 members 
Mstep: Class 2 contains 8341 members 
Mstep: Class 3 contains 72607 members 
Mstep: Class 4 contains 28542 members 
Mstep: Class 5 contains 89526 members 
Mstep: Class 6 contains 7446 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14184 members 
Mstep: Class 9 contains 59222 members 
Mstep: Class 10 contains 14510 members 
Mstep: Class 11 contains 33302 members 
Mstep: Class 12 contains 10945 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 1034 members 
Mstep: Class 15 contains 4503 members 
Mstep: Class 16 contains 9006 members 
Mstep: Class 17 contains 10677 members 
Mstep: Class 18 contains 10096 members 
Mstep: Class 19 contains 4276 members 
Mstep: Class 20 contains 1829 members 
Mstep: Class 21 contains 10135 members 
Mstep: Class 22 contains 3082 members 
Mstep: Class 23 contains 4989 members 
Mstep: Class 24 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923148.000000 Penalty: 52549.226562
Iteration 88Q: 25 clusters Score -3.592315e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 300620 members 
Mstep: Class 2 contains 8338 members 
Mstep: Class 3 contains 72630 members 
Mstep: Class 4 contains 28542 members 
Mstep: Class 5 contains 89511 members 
Mstep: Class 6 contains 7447 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14197 members 
Mstep: Class 9 contains 59221 members 
Mstep: Class 10 contains 14510 members 
Mstep: Class 11 contains 33397 members 
Mstep: Class 12 contains 10825 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 1035 members 
Mstep: Class 15 contains 4499 members 
Mstep: Class 16 contains 9007 members 
Mstep: Class 17 contains 10759 members 
Mstep: Class 18 contains 10112 members 
Mstep: Class 19 contains 4278 members 
Mstep: Class 20 contains 1825 members 
Mstep: Class 21 contains 10129 members 
Mstep: Class 22 contains 3085 members 
Mstep: Class 23 contains 5062 members 
Mstep: Class 24 contains 1662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923272.000000 Penalty: 52549.226562
Iteration 89Q: 25 clusters Score -3.592327e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 300458 members 
Mstep: Class 2 contains 8336 members 
Mstep: Class 3 contains 72670 members 
Mstep: Class 4 contains 28542 members 
Mstep: Class 5 contains 89484 members 
Mstep: Class 6 contains 7446 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14212 members 
Mstep: Class 9 contains 59219 members 
Mstep: Class 10 contains 14509 members 
Mstep: Class 11 contains 33487 members 
Mstep: Class 12 contains 10709 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 1035 members 
Mstep: Class 15 contains 4491 members 
Mstep: Class 16 contains 9007 members 
Mstep: Class 17 contains 10857 members 
Mstep: Class 18 contains 10130 members 
Mstep: Class 19 contains 4269 members 
Mstep: Class 20 contains 1825 members 
Mstep: Class 21 contains 10126 members 
Mstep: Class 22 contains 3089 members 
Mstep: Class 23 contains 5126 members 
Mstep: Class 24 contains 1664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923352.000000 Penalty: 52549.226562
Iteration 90Q: 25 clusters Score -3.592335e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 300310 members 
Mstep: Class 2 contains 8332 members 
Mstep: Class 3 contains 72702 members 
Mstep: Class 4 contains 28542 members 
Mstep: Class 5 contains 89462 members 
Mstep: Class 6 contains 7447 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14222 members 
Mstep: Class 9 contains 59213 members 
Mstep: Class 10 contains 14509 members 
Mstep: Class 11 contains 33568 members 
Mstep: Class 12 contains 10601 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 1035 members 
Mstep: Class 15 contains 4487 members 
Mstep: Class 16 contains 9007 members 
Mstep: Class 17 contains 10935 members 
Mstep: Class 18 contains 10139 members 
Mstep: Class 19 contains 4264 members 
Mstep: Class 20 contains 1828 members 
Mstep: Class 21 contains 10133 members 
Mstep: Class 22 contains 3091 members 
Mstep: Class 23 contains 5193 members 
Mstep: Class 24 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923368.000000 Penalty: 52549.226562
Iteration 91Q: 25 clusters Score -3.592337e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 300168 members 
Mstep: Class 2 contains 8326 members 
Mstep: Class 3 contains 72735 members 
Mstep: Class 4 contains 28542 members 
Mstep: Class 5 contains 89448 members 
Mstep: Class 6 contains 7448 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14231 members 
Mstep: Class 9 contains 59213 members 
Mstep: Class 10 contains 14508 members 
Mstep: Class 11 contains 33641 members 
Mstep: Class 12 contains 10502 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 1034 members 
Mstep: Class 15 contains 4480 members 
Mstep: Class 16 contains 9007 members 
Mstep: Class 17 contains 11024 members 
Mstep: Class 18 contains 10135 members 
Mstep: Class 19 contains 4250 members 
Mstep: Class 20 contains 1828 members 
Mstep: Class 21 contains 10133 members 
Mstep: Class 22 contains 3097 members 
Mstep: Class 23 contains 5268 members 
Mstep: Class 24 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923492.000000 Penalty: 52549.226562
Iteration 92Q: 25 clusters Score -3.592349e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 300039 members 
Mstep: Class 2 contains 8321 members 
Mstep: Class 3 contains 72754 members 
Mstep: Class 4 contains 28542 members 
Mstep: Class 5 contains 89429 members 
Mstep: Class 6 contains 7448 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14243 members 
Mstep: Class 9 contains 59212 members 
Mstep: Class 10 contains 14508 members 
Mstep: Class 11 contains 33680 members 
Mstep: Class 12 contains 10421 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 1035 members 
Mstep: Class 15 contains 4480 members 
Mstep: Class 16 contains 9007 members 
Mstep: Class 17 contains 11118 members 
Mstep: Class 18 contains 10150 members 
Mstep: Class 19 contains 4241 members 
Mstep: Class 20 contains 1826 members 
Mstep: Class 21 contains 10134 members 
Mstep: Class 22 contains 3103 members 
Mstep: Class 23 contains 5322 members 
Mstep: Class 24 contains 1678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923616.000000 Penalty: 52549.226562
Iteration 93Q: 25 clusters Score -3.592362e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 299918 members 
Mstep: Class 2 contains 8318 members 
Mstep: Class 3 contains 72759 members 
Mstep: Class 4 contains 28542 members 
Mstep: Class 5 contains 89414 members 
Mstep: Class 6 contains 7450 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14250 members 
Mstep: Class 9 contains 59211 members 
Mstep: Class 10 contains 14506 members 
Mstep: Class 11 contains 33737 members 
Mstep: Class 12 contains 10348 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 1035 members 
Mstep: Class 15 contains 4473 members 
Mstep: Class 16 contains 9008 members 
Mstep: Class 17 contains 11203 members 
Mstep: Class 18 contains 10165 members 
Mstep: Class 19 contains 4227 members 
Mstep: Class 20 contains 1827 members 
Mstep: Class 21 contains 10135 members 
Mstep: Class 22 contains 3100 members 
Mstep: Class 23 contains 5377 members 
Mstep: Class 24 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923556.000000 Penalty: 52549.226562
Iteration 94Q: 25 clusters Score -3.592356e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 299816 members 
Mstep: Class 2 contains 8314 members 
Mstep: Class 3 contains 72765 members 
Mstep: Class 4 contains 28541 members 
Mstep: Class 5 contains 89398 members 
Mstep: Class 6 contains 7451 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14266 members 
Mstep: Class 9 contains 59208 members 
Mstep: Class 10 contains 14508 members 
Mstep: Class 11 contains 33780 members 
Mstep: Class 12 contains 10280 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 1035 members 
Mstep: Class 15 contains 4468 members 
Mstep: Class 16 contains 9008 members 
Mstep: Class 17 contains 11271 members 
Mstep: Class 18 contains 10182 members 
Mstep: Class 19 contains 4224 members 
Mstep: Class 20 contains 1831 members 
Mstep: Class 21 contains 10138 members 
Mstep: Class 22 contains 3093 members 
Mstep: Class 23 contains 5423 members 
Mstep: Class 24 contains 1691 members 
Entering Unmasked Estep 
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Iteration 95Q: 25 clusters Score -3.592358e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 299717 members 
Mstep: Class 2 contains 8315 members 
Mstep: Class 3 contains 72777 members 
Mstep: Class 4 contains 28541 members 
Mstep: Class 5 contains 89377 members 
Mstep: Class 6 contains 7451 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14277 members 
Mstep: Class 9 contains 59206 members 
Mstep: Class 10 contains 14509 members 
Mstep: Class 11 contains 33816 members 
Mstep: Class 12 contains 10213 members 
Mstep: Class 13 contains 6782 members 
Mstep: Class 14 contains 1035 members 
Mstep: Class 15 contains 4467 members 
Mstep: Class 16 contains 9008 members 
Mstep: Class 17 contains 11348 members 
Mstep: Class 18 contains 10190 members 
Mstep: Class 19 contains 4209 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 10139 members 
Mstep: Class 22 contains 3091 members 
Mstep: Class 23 contains 5475 members 
Mstep: Class 24 contains 1696 members 
Entering Unmasked Estep 
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Iteration 96Q: 25 clusters Score -3.592361e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 299629 members 
Mstep: Class 2 contains 8314 members 
Mstep: Class 3 contains 72783 members 
Mstep: Class 4 contains 28541 members 
Mstep: Class 5 contains 89357 members 
Mstep: Class 6 contains 7451 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14293 members 
Mstep: Class 9 contains 59204 members 
Mstep: Class 10 contains 14509 members 
Mstep: Class 11 contains 33840 members 
Mstep: Class 12 contains 10166 members 
Mstep: Class 13 contains 6783 members 
Mstep: Class 14 contains 1035 members 
Mstep: Class 15 contains 4464 members 
Mstep: Class 16 contains 9009 members 
Mstep: Class 17 contains 11415 members 
Mstep: Class 18 contains 10199 members 
Mstep: Class 19 contains 4193 members 
Mstep: Class 20 contains 1828 members 
Mstep: Class 21 contains 10134 members 
Mstep: Class 22 contains 3092 members 
Mstep: Class 23 contains 5535 members 
Mstep: Class 24 contains 1699 members 
Entering Unmasked Estep 
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Iteration 97Q: 25 clusters Score -3.592361e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 299542 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 72787 members 
Mstep: Class 4 contains 28541 members 
Mstep: Class 5 contains 89341 members 
Mstep: Class 6 contains 7451 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14305 members 
Mstep: Class 9 contains 59200 members 
Mstep: Class 10 contains 14509 members 
Mstep: Class 11 contains 33859 members 
Mstep: Class 12 contains 10139 members 
Mstep: Class 13 contains 6784 members 
Mstep: Class 14 contains 1035 members 
Mstep: Class 15 contains 4459 members 
Mstep: Class 16 contains 9010 members 
Mstep: Class 17 contains 11468 members 
Mstep: Class 18 contains 10202 members 
Mstep: Class 19 contains 4177 members 
Mstep: Class 20 contains 1825 members 
Mstep: Class 21 contains 10137 members 
Mstep: Class 22 contains 3090 members 
Mstep: Class 23 contains 5591 members 
Mstep: Class 24 contains 1708 members 
Entering Unmasked Estep 
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Iteration 98Q: 25 clusters Score -3.592362e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 299487 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 72781 members 
Mstep: Class 4 contains 28541 members 
Mstep: Class 5 contains 89331 members 
Mstep: Class 6 contains 7451 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14315 members 
Mstep: Class 9 contains 59197 members 
Mstep: Class 10 contains 14509 members 
Mstep: Class 11 contains 33866 members 
Mstep: Class 12 contains 10118 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 1035 members 
Mstep: Class 15 contains 4456 members 
Mstep: Class 16 contains 9012 members 
Mstep: Class 17 contains 11510 members 
Mstep: Class 18 contains 10195 members 
Mstep: Class 19 contains 4158 members 
Mstep: Class 20 contains 1825 members 
Mstep: Class 21 contains 10138 members 
Mstep: Class 22 contains 3092 members 
Mstep: Class 23 contains 5642 members 
Mstep: Class 24 contains 1716 members 
Entering Unmasked Estep 
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Iteration 99Q: 25 clusters Score -3.592359e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 299419 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 72781 members 
Mstep: Class 4 contains 28541 members 
Mstep: Class 5 contains 89325 members 
Mstep: Class 6 contains 7450 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14323 members 
Mstep: Class 9 contains 59196 members 
Mstep: Class 10 contains 14508 members 
Mstep: Class 11 contains 33861 members 
Mstep: Class 12 contains 10102 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 1035 members 
Mstep: Class 15 contains 4450 members 
Mstep: Class 16 contains 9014 members 
Mstep: Class 17 contains 11556 members 
Mstep: Class 18 contains 10192 members 
Mstep: Class 19 contains 4152 members 
Mstep: Class 20 contains 1828 members 
Mstep: Class 21 contains 10140 members 
Mstep: Class 22 contains 3094 members 
Mstep: Class 23 contains 5688 members 
Mstep: Class 24 contains 1720 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 25 clusters Score -3.592363e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 299368 members 
Mstep: Class 2 contains 8311 members 
Mstep: Class 3 contains 72780 members 
Mstep: Class 4 contains 28541 members 
Mstep: Class 5 contains 89321 members 
Mstep: Class 6 contains 7450 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14329 members 
Mstep: Class 9 contains 59196 members 
Mstep: Class 10 contains 14508 members 
Mstep: Class 11 contains 33857 members 
Mstep: Class 12 contains 10088 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 1035 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 9014 members 
Mstep: Class 17 contains 11591 members 
Mstep: Class 18 contains 10187 members 
Mstep: Class 19 contains 4148 members 
Mstep: Class 20 contains 1822 members 
Mstep: Class 21 contains 10137 members 
Mstep: Class 22 contains 3103 members 
Mstep: Class 23 contains 5728 members 
Mstep: Class 24 contains 1728 members 
Entering Unmasked Estep 
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Iteration 101Q: 25 clusters Score -3.592366e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 299318 members 
Mstep: Class 2 contains 8314 members 
Mstep: Class 3 contains 72783 members 
Mstep: Class 4 contains 28541 members 
Mstep: Class 5 contains 89316 members 
Mstep: Class 6 contains 7451 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14334 members 
Mstep: Class 9 contains 59196 members 
Mstep: Class 10 contains 14507 members 
Mstep: Class 11 contains 33856 members 
Mstep: Class 12 contains 10074 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 1035 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 9014 members 
Mstep: Class 17 contains 11616 members 
Mstep: Class 18 contains 10187 members 
Mstep: Class 19 contains 4149 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 10133 members 
Mstep: Class 22 contains 3105 members 
Mstep: Class 23 contains 5762 members 
Mstep: Class 24 contains 1732 members 
Entering Unmasked Estep 
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Iteration 102Q: 25 clusters Score -3.592371e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 299265 members 
Mstep: Class 2 contains 8315 members 
Mstep: Class 3 contains 72787 members 
Mstep: Class 4 contains 28541 members 
Mstep: Class 5 contains 89309 members 
Mstep: Class 6 contains 7451 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14341 members 
Mstep: Class 9 contains 59196 members 
Mstep: Class 10 contains 14508 members 
Mstep: Class 11 contains 33860 members 
Mstep: Class 12 contains 10052 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 1035 members 
Mstep: Class 15 contains 4450 members 
Mstep: Class 16 contains 9014 members 
Mstep: Class 17 contains 11642 members 
Mstep: Class 18 contains 10187 members 
Mstep: Class 19 contains 4143 members 
Mstep: Class 20 contains 1822 members 
Mstep: Class 21 contains 10131 members 
Mstep: Class 22 contains 3105 members 
Mstep: Class 23 contains 5799 members 
Mstep: Class 24 contains 1735 members 
Entering Unmasked Estep 
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Iteration 103Q: 25 clusters Score -3.592369e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 299227 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 72797 members 
Mstep: Class 4 contains 28541 members 
Mstep: Class 5 contains 89303 members 
Mstep: Class 6 contains 7451 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14348 members 
Mstep: Class 9 contains 59196 members 
Mstep: Class 10 contains 14508 members 
Mstep: Class 11 contains 33865 members 
Mstep: Class 12 contains 10025 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 1035 members 
Mstep: Class 15 contains 4453 members 
Mstep: Class 16 contains 9014 members 
Mstep: Class 17 contains 11661 members 
Mstep: Class 18 contains 10187 members 
Mstep: Class 19 contains 4128 members 
Mstep: Class 20 contains 1824 members 
Mstep: Class 21 contains 10131 members 
Mstep: Class 22 contains 3108 members 
Mstep: Class 23 contains 5835 members 
Mstep: Class 24 contains 1738 members 
Entering Unmasked Estep 
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Iteration 104Q: 25 clusters Score -3.592369e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 299196 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 72806 members 
Mstep: Class 4 contains 28541 members 
Mstep: Class 5 contains 89292 members 
Mstep: Class 6 contains 7451 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14355 members 
Mstep: Class 9 contains 59196 members 
Mstep: Class 10 contains 14509 members 
Mstep: Class 11 contains 33862 members 
Mstep: Class 12 contains 9998 members 
Mstep: Class 13 contains 6785 members 
Mstep: Class 14 contains 1035 members 
Mstep: Class 15 contains 4457 members 
Mstep: Class 16 contains 9014 members 
Mstep: Class 17 contains 11685 members 
Mstep: Class 18 contains 10195 members 
Mstep: Class 19 contains 4110 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 10132 members 
Mstep: Class 22 contains 3112 members 
Mstep: Class 23 contains 5858 members 
Mstep: Class 24 contains 1738 members 
Entering Unmasked Estep 
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Iteration 105Q: 25 clusters Score -3.592378e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 299167 members 
Mstep: Class 2 contains 8315 members 
Mstep: Class 3 contains 72813 members 
Mstep: Class 4 contains 28541 members 
Mstep: Class 5 contains 89283 members 
Mstep: Class 6 contains 7451 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14361 members 
Mstep: Class 9 contains 59195 members 
Mstep: Class 10 contains 14508 members 
Mstep: Class 11 contains 33864 members 
Mstep: Class 12 contains 9968 members 
Mstep: Class 13 contains 6786 members 
Mstep: Class 14 contains 1036 members 
Mstep: Class 15 contains 4465 members 
Mstep: Class 16 contains 9014 members 
Mstep: Class 17 contains 11708 members 
Mstep: Class 18 contains 10201 members 
Mstep: Class 19 contains 4097 members 
Mstep: Class 20 contains 1835 members 
Mstep: Class 21 contains 10130 members 
Mstep: Class 22 contains 3113 members 
Mstep: Class 23 contains 5885 members 
Mstep: Class 24 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 25 clusters Score -3.592373e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 299135 members 
Mstep: Class 2 contains 8316 members 
Mstep: Class 3 contains 72819 members 
Mstep: Class 4 contains 28541 members 
Mstep: Class 5 contains 89277 members 
Mstep: Class 6 contains 7451 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14369 members 
Mstep: Class 9 contains 59193 members 
Mstep: Class 10 contains 14508 members 
Mstep: Class 11 contains 33861 members 
Mstep: Class 12 contains 9941 members 
Mstep: Class 13 contains 6788 members 
Mstep: Class 14 contains 1035 members 
Mstep: Class 15 contains 4467 members 
Mstep: Class 16 contains 9014 members 
Mstep: Class 17 contains 11733 members 
Mstep: Class 18 contains 10211 members 
Mstep: Class 19 contains 4083 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 10131 members 
Mstep: Class 22 contains 3111 members 
Mstep: Class 23 contains 5913 members 
Mstep: Class 24 contains 1738 members 
Entering Unmasked Estep 
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Iteration 107Q: 25 clusters Score -3.592375e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 299095 members 
Mstep: Class 2 contains 8315 members 
Mstep: Class 3 contains 72820 members 
Mstep: Class 4 contains 28541 members 
Mstep: Class 5 contains 89276 members 
Mstep: Class 6 contains 7453 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14381 members 
Mstep: Class 9 contains 59192 members 
Mstep: Class 10 contains 14508 members 
Mstep: Class 11 contains 33877 members 
Mstep: Class 12 contains 9912 members 
Mstep: Class 13 contains 6789 members 
Mstep: Class 14 contains 1034 members 
Mstep: Class 15 contains 4468 members 
Mstep: Class 16 contains 9014 members 
Mstep: Class 17 contains 11751 members 
Mstep: Class 18 contains 10219 members 
Mstep: Class 19 contains 4066 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 10133 members 
Mstep: Class 22 contains 3109 members 
Mstep: Class 23 contains 5941 members 
Mstep: Class 24 contains 1739 members 
Entering Unmasked Estep 
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Iteration 108Q: 25 clusters Score -3.592385e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 299049 members 
Mstep: Class 2 contains 8314 members 
Mstep: Class 3 contains 72826 members 
Mstep: Class 4 contains 28541 members 
Mstep: Class 5 contains 89270 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14384 members 
Mstep: Class 9 contains 59191 members 
Mstep: Class 10 contains 14509 members 
Mstep: Class 11 contains 33909 members 
Mstep: Class 12 contains 9891 members 
Mstep: Class 13 contains 6789 members 
Mstep: Class 14 contains 1032 members 
Mstep: Class 15 contains 4465 members 
Mstep: Class 16 contains 9014 members 
Mstep: Class 17 contains 11771 members 
Mstep: Class 18 contains 10232 members 
Mstep: Class 19 contains 4057 members 
Mstep: Class 20 contains 1844 members 
Mstep: Class 21 contains 10134 members 
Mstep: Class 22 contains 3105 members 
Mstep: Class 23 contains 5951 members 
Mstep: Class 24 contains 1739 members 
Entering Unmasked Estep 
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Iteration 109Q: 25 clusters Score -3.59239e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 299007 members 
Mstep: Class 2 contains 8313 members 
Mstep: Class 3 contains 72827 members 
Mstep: Class 4 contains 28541 members 
Mstep: Class 5 contains 89266 members 
Mstep: Class 6 contains 7457 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14384 members 
Mstep: Class 9 contains 59189 members 
Mstep: Class 10 contains 14509 members 
Mstep: Class 11 contains 33930 members 
Mstep: Class 12 contains 9874 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 1033 members 
Mstep: Class 15 contains 4464 members 
Mstep: Class 16 contains 9014 members 
Mstep: Class 17 contains 11798 members 
Mstep: Class 18 contains 10246 members 
Mstep: Class 19 contains 4043 members 
Mstep: Class 20 contains 1847 members 
Mstep: Class 21 contains 10136 members 
Mstep: Class 22 contains 3098 members 
Mstep: Class 23 contains 5967 members 
Mstep: Class 24 contains 1740 members 
Entering Unmasked Estep 
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Iteration 110Q: 25 clusters Score -3.592385e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 298975 members 
Mstep: Class 2 contains 8311 members 
Mstep: Class 3 contains 72834 members 
Mstep: Class 4 contains 28542 members 
Mstep: Class 5 contains 89260 members 
Mstep: Class 6 contains 7457 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14388 members 
Mstep: Class 9 contains 59189 members 
Mstep: Class 10 contains 14509 members 
Mstep: Class 11 contains 33941 members 
Mstep: Class 12 contains 9857 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 1033 members 
Mstep: Class 15 contains 4464 members 
Mstep: Class 16 contains 9014 members 
Mstep: Class 17 contains 11816 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 4032 members 
Mstep: Class 20 contains 1851 members 
Mstep: Class 21 contains 10135 members 
Mstep: Class 22 contains 3089 members 
Mstep: Class 23 contains 5990 members 
Mstep: Class 24 contains 1739 members 
Entering Unmasked Estep 
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Iteration 111Q: 25 clusters Score -3.592382e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 298956 members 
Mstep: Class 2 contains 8311 members 
Mstep: Class 3 contains 72835 members 
Mstep: Class 4 contains 28542 members 
Mstep: Class 5 contains 89257 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14393 members 
Mstep: Class 9 contains 59189 members 
Mstep: Class 10 contains 14510 members 
Mstep: Class 11 contains 33950 members 
Mstep: Class 12 contains 9833 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 1033 members 
Mstep: Class 15 contains 4468 members 
Mstep: Class 16 contains 9014 members 
Mstep: Class 17 contains 11832 members 
Mstep: Class 18 contains 10261 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 10131 members 
Mstep: Class 22 contains 3085 members 
Mstep: Class 23 contains 6016 members 
Mstep: Class 24 contains 1737 members 
Entering Unmasked Estep 
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Iteration 112Q: 25 clusters Score -3.59238e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 298935 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 72838 members 
Mstep: Class 4 contains 28543 members 
Mstep: Class 5 contains 89253 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14396 members 
Mstep: Class 9 contains 59192 members 
Mstep: Class 10 contains 14509 members 
Mstep: Class 11 contains 33958 members 
Mstep: Class 12 contains 9816 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 1033 members 
Mstep: Class 15 contains 4467 members 
Mstep: Class 16 contains 9014 members 
Mstep: Class 17 contains 11843 members 
Mstep: Class 18 contains 10273 members 
Mstep: Class 19 contains 4019 members 
Mstep: Class 20 contains 1855 members 
Mstep: Class 21 contains 10125 members 
Mstep: Class 22 contains 3079 members 
Mstep: Class 23 contains 6033 members 
Mstep: Class 24 contains 1739 members 
Entering Unmasked Estep 
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Iteration 113Q: 25 clusters Score -3.592382e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 298907 members 
Mstep: Class 2 contains 8306 members 
Mstep: Class 3 contains 72839 members 
Mstep: Class 4 contains 28543 members 
Mstep: Class 5 contains 89249 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14400 members 
Mstep: Class 9 contains 59192 members 
Mstep: Class 10 contains 14510 members 
Mstep: Class 11 contains 33968 members 
Mstep: Class 12 contains 9802 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 1033 members 
Mstep: Class 15 contains 4466 members 
Mstep: Class 16 contains 9015 members 
Mstep: Class 17 contains 11860 members 
Mstep: Class 18 contains 10280 members 
Mstep: Class 19 contains 4014 members 
Mstep: Class 20 contains 1857 members 
Mstep: Class 21 contains 10123 members 
Mstep: Class 22 contains 3075 members 
Mstep: Class 23 contains 6051 members 
Mstep: Class 24 contains 1739 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 114Q: 25 clusters Score -3.592385e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 298888 members 
Mstep: Class 2 contains 8305 members 
Mstep: Class 3 contains 72843 members 
Mstep: Class 4 contains 28543 members 
Mstep: Class 5 contains 89243 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14406 members 
Mstep: Class 9 contains 59191 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 33980 members 
Mstep: Class 12 contains 9778 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 1032 members 
Mstep: Class 15 contains 4466 members 
Mstep: Class 16 contains 9016 members 
Mstep: Class 17 contains 11871 members 
Mstep: Class 18 contains 10286 members 
Mstep: Class 19 contains 4009 members 
Mstep: Class 20 contains 1857 members 
Mstep: Class 21 contains 10123 members 
Mstep: Class 22 contains 3076 members 
Mstep: Class 23 contains 6065 members 
Mstep: Class 24 contains 1740 members 
Entering Unmasked Estep 
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Iteration 115Q: 25 clusters Score -3.592386e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 298868 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 72847 members 
Mstep: Class 4 contains 28543 members 
Mstep: Class 5 contains 89235 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14413 members 
Mstep: Class 9 contains 59190 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 33991 members 
Mstep: Class 12 contains 9752 members 
Mstep: Class 13 contains 6790 members 
Mstep: Class 14 contains 1031 members 
Mstep: Class 15 contains 4465 members 
Mstep: Class 16 contains 9017 members 
Mstep: Class 17 contains 11889 members 
Mstep: Class 18 contains 10285 members 
Mstep: Class 19 contains 4007 members 
Mstep: Class 20 contains 1859 members 
Mstep: Class 21 contains 10123 members 
Mstep: Class 22 contains 3073 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 1740 members 
Entering Unmasked Estep 
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Iteration 116Q: 25 clusters Score -3.592393e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 298843 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 72853 members 
Mstep: Class 4 contains 28543 members 
Mstep: Class 5 contains 89235 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14417 members 
Mstep: Class 9 contains 59190 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 34010 members 
Mstep: Class 12 contains 9722 members 
Mstep: Class 13 contains 6791 members 
Mstep: Class 14 contains 1032 members 
Mstep: Class 15 contains 4464 members 
Mstep: Class 16 contains 9018 members 
Mstep: Class 17 contains 11906 members 
Mstep: Class 18 contains 10285 members 
Mstep: Class 19 contains 4003 members 
Mstep: Class 20 contains 1863 members 
Mstep: Class 21 contains 10120 members 
Mstep: Class 22 contains 3069 members 
Mstep: Class 23 contains 6096 members 
Mstep: Class 24 contains 1740 members 
Entering Unmasked Estep 
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Iteration 117Q: 25 clusters Score -3.592391e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 298821 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 72859 members 
Mstep: Class 4 contains 28543 members 
Mstep: Class 5 contains 89233 members 
Mstep: Class 6 contains 7453 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14420 members 
Mstep: Class 9 contains 59190 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 34031 members 
Mstep: Class 12 contains 9693 members 
Mstep: Class 13 contains 6792 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 4463 members 
Mstep: Class 16 contains 9019 members 
Mstep: Class 17 contains 11920 members 
Mstep: Class 18 contains 10289 members 
Mstep: Class 19 contains 3993 members 
Mstep: Class 20 contains 1864 members 
Mstep: Class 21 contains 10117 members 
Mstep: Class 22 contains 3071 members 
Mstep: Class 23 contains 6113 members 
Mstep: Class 24 contains 1740 members 
Entering Unmasked Estep 
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Iteration 118Q: 25 clusters Score -3.592388e+07 nChanged 122
Entering ConstructFrom: 
Score: -35923884.000000 Penalty: 52549.226562
Entering ConstructFrom: 
Trying to split cluster 1 (298812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298812 members 
Entering Unmasked Estep 
Score: -15918019.000000 Penalty: 2048.729980
	Iteration 0F: 2 clusters Score -1.591802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149148 members 
Mstep: Class 2 contains 149664 members 
Entering Unmasked Estep 
Score: -15716513.000000 Penalty: 4097.459961
	Iteration 0F: 3 clusters Score -1.571651e+07 nChanged 145381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140253 members 
Mstep: Class 2 contains 158559 members 
Entering Unmasked Estep 
Score: -15804160.000000 Penalty: 4097.459961
	Iteration 1F: 3 clusters Score -1.580416e+07 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135992 members 
Mstep: Class 2 contains 162820 members 
Entering Unmasked Estep 
Score: -15807847.000000 Penalty: 4097.459961
	Iteration 2Q: 3 clusters Score -1.580785e+07 nChanged 12340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129890 members 
Mstep: Class 2 contains 168922 members 
Entering Unmasked Estep 
Score: -15813490.000000 Penalty: 4097.459961
	Iteration 3Q: 3 clusters Score -1.581349e+07 nChanged 15680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121676 members 
Mstep: Class 2 contains 177136 members 
Entering Unmasked Estep 
Score: -15823354.000000 Penalty: 4097.459961
	Iteration 4F: 3 clusters Score -1.582335e+07 nChanged 20010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111266 members 
Mstep: Class 2 contains 187546 members 
Entering Unmasked Estep 
Score: -15839322.000000 Penalty: 4097.459961
	Iteration 5F: 3 clusters Score -1.583932e+07 nChanged 22912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100368 members 
Mstep: Class 2 contains 198444 members 
Entering Unmasked Estep 
Score: -15861365.000000 Penalty: 4097.459961
	Iteration 6F: 3 clusters Score -1.586136e+07 nChanged 22076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91726 members 
Mstep: Class 2 contains 207086 members 
Entering Unmasked Estep 
Score: -15884454.000000 Penalty: 4097.459961
	Iteration 7F: 3 clusters Score -1.588445e+07 nChanged 17501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87133 members 
Mstep: Class 2 contains 211679 members 
Entering Unmasked Estep 
Score: -15899236.000000 Penalty: 4097.459961
	Iteration 8F: 3 clusters Score -1.589924e+07 nChanged 11283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85078 members 
Mstep: Class 2 contains 213734 members 
Entering Unmasked Estep 
Score: -15904626.000000 Penalty: 4097.459961
	Iteration 9Q: 3 clusters Score -1.590463e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84036 members 
Mstep: Class 2 contains 214776 members 
Entering Unmasked Estep 
Score: -15906667.000000 Penalty: 4097.459961
	Iteration 10Q: 3 clusters Score -1.590667e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83467 members 
Mstep: Class 2 contains 215345 members 
Entering Unmasked Estep 
Score: -15907418.000000 Penalty: 4097.459961
	Iteration 11Q: 3 clusters Score -1.590742e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83073 members 
Mstep: Class 2 contains 215739 members 
Entering Unmasked Estep 
Score: -15907895.000000 Penalty: 4097.459961
	Iteration 12Q: 3 clusters Score -1.59079e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82925 members 
Mstep: Class 2 contains 215887 members 
Entering Unmasked Estep 
Score: -15908286.000000 Penalty: 4097.459961
	Iteration 13Q: 3 clusters Score -1.590829e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82815 members 
Mstep: Class 2 contains 215997 members 
Entering Unmasked Estep 
Score: -15908516.000000 Penalty: 4097.459961
	Iteration 14Q: 3 clusters Score -1.590852e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82773 members 
Mstep: Class 2 contains 216039 members 
Entering Unmasked Estep 
Score: -15908717.000000 Penalty: 4097.459961
	Iteration 15Q: 3 clusters Score -1.590872e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82800 members 
Mstep: Class 2 contains 216012 members 
Entering Unmasked Estep 
Score: -15908846.000000 Penalty: 4097.459961
	Iteration 16Q: 3 clusters Score -1.590885e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82890 members 
Mstep: Class 2 contains 215922 members 
Entering Unmasked Estep 
Score: -15908932.000000 Penalty: 4097.459961
	Iteration 17Q: 3 clusters Score -1.590893e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83035 members 
Mstep: Class 2 contains 215777 members 
Entering Unmasked Estep 
Score: -15908988.000000 Penalty: 4097.459961
	Iteration 18Q: 3 clusters Score -1.590899e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83170 members 
Mstep: Class 2 contains 215642 members 
Entering Unmasked Estep 
Score: -15909134.000000 Penalty: 4097.459961
	Iteration 19Q: 3 clusters Score -1.590913e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83278 members 
Mstep: Class 2 contains 215534 members 
Entering Unmasked Estep 
Score: -15909100.000000 Penalty: 4097.459961
	Iteration 20F: 3 clusters Score -1.59091e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83409 members 
Mstep: Class 2 contains 215403 members 
Entering Unmasked Estep 
Score: -15909092.000000 Penalty: 4097.459961
	Iteration 21Q: 3 clusters Score -1.590909e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83515 members 
Mstep: Class 2 contains 215297 members 
Entering Unmasked Estep 
Score: -15909057.000000 Penalty: 4097.459961
	Iteration 22Q: 3 clusters Score -1.590906e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83622 members 
Mstep: Class 2 contains 215190 members 
Entering Unmasked Estep 
Score: -15909097.000000 Penalty: 4097.459961
	Iteration 23Q: 3 clusters Score -1.59091e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83709 members 
Mstep: Class 2 contains 215103 members 
Entering Unmasked Estep 
Score: -15909109.000000 Penalty: 4097.459961
	Iteration 24Q: 3 clusters Score -1.590911e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83799 members 
Mstep: Class 2 contains 215013 members 
Entering Unmasked Estep 
Score: -15909137.000000 Penalty: 4097.459961
	Iteration 25Q: 3 clusters Score -1.590914e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83916 members 
Mstep: Class 2 contains 214896 members 
Entering Unmasked Estep 
Score: -15909115.000000 Penalty: 4097.459961
	Iteration 26Q: 3 clusters Score -1.590912e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84024 members 
Mstep: Class 2 contains 214788 members 
Entering Unmasked Estep 
Score: -15909176.000000 Penalty: 4097.459961
	Iteration 27Q: 3 clusters Score -1.590918e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84095 members 
Mstep: Class 2 contains 214717 members 
Entering Unmasked Estep 
Score: -15909153.000000 Penalty: 4097.459961
	Iteration 28Q: 3 clusters Score -1.590915e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84151 members 
Mstep: Class 2 contains 214661 members 
Entering Unmasked Estep 
Score: -15909130.000000 Penalty: 4097.459961
	Iteration 29Q: 3 clusters Score -1.590913e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84203 members 
Mstep: Class 2 contains 214609 members 
Entering Unmasked Estep 
Score: -15909149.000000 Penalty: 4097.459961
	Iteration 30Q: 3 clusters Score -1.590915e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84251 members 
Mstep: Class 2 contains 214561 members 
Entering Unmasked Estep 
Score: -15909185.000000 Penalty: 4097.459961
	Iteration 31Q: 3 clusters Score -1.590918e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84292 members 
Mstep: Class 2 contains 214520 members 
Entering Unmasked Estep 
Score: -15909178.000000 Penalty: 4097.459961
	Iteration 32Q: 3 clusters Score -1.590918e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84322 members 
Mstep: Class 2 contains 214490 members 
Entering Unmasked Estep 
Score: -15909191.000000 Penalty: 4097.459961
	Iteration 33Q: 3 clusters Score -1.590919e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84367 members 
Mstep: Class 2 contains 214445 members 
Entering Unmasked Estep 
Score: -15909196.000000 Penalty: 4097.459961
	Iteration 34Q: 3 clusters Score -1.59092e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84397 members 
Mstep: Class 2 contains 214415 members 
Entering Unmasked Estep 
Score: -15909189.000000 Penalty: 4097.459961
	Iteration 35Q: 3 clusters Score -1.590919e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84409 members 
Mstep: Class 2 contains 214403 members 
Entering Unmasked Estep 
Score: -15909194.000000 Penalty: 4097.459961
	Iteration 36Q: 3 clusters Score -1.590919e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84428 members 
Mstep: Class 2 contains 214384 members 
Entering Unmasked Estep 
Score: -15909153.000000 Penalty: 4097.459961
	Iteration 37Q: 3 clusters Score -1.590915e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84446 members 
Mstep: Class 2 contains 214366 members 
Entering Unmasked Estep 
Score: -15909168.000000 Penalty: 4097.459961
	Iteration 38Q: 3 clusters Score -1.590917e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84471 members 
Mstep: Class 2 contains 214341 members 
Entering Unmasked Estep 
Score: -15909133.000000 Penalty: 4097.459961
	Iteration 39Q: 3 clusters Score -1.590913e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84496 members 
Mstep: Class 2 contains 214316 members 
Entering Unmasked Estep 
Score: -15909152.000000 Penalty: 4097.459961
	Iteration 40F: 3 clusters Score -1.590915e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84514 members 
Mstep: Class 2 contains 214298 members 
Entering Unmasked Estep 
Score: -15909143.000000 Penalty: 4097.459961
	Iteration 41Q: 3 clusters Score -1.590914e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84537 members 
Mstep: Class 2 contains 214275 members 
Entering Unmasked Estep 
Score: -15909129.000000 Penalty: 4097.459961
	Iteration 42Q: 3 clusters Score -1.590913e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84553 members 
Mstep: Class 2 contains 214259 members 
Entering Unmasked Estep 
Score: -15909138.000000 Penalty: 4097.459961
	Iteration 43Q: 3 clusters Score -1.590914e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84563 members 
Mstep: Class 2 contains 214249 members 
Entering Unmasked Estep 
Score: -15909143.000000 Penalty: 4097.459961
	Iteration 44Q: 3 clusters Score -1.590914e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84571 members 
Mstep: Class 2 contains 214241 members 
Entering Unmasked Estep 
Score: -15909146.000000 Penalty: 4097.459961
	Iteration 45Q: 3 clusters Score -1.590915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84579 members 
Mstep: Class 2 contains 214233 members 
Entering Unmasked Estep 
Score: -15909153.000000 Penalty: 4097.459961
	Iteration 46Q: 3 clusters Score -1.590915e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84585 members 
Mstep: Class 2 contains 214227 members 
Entering Unmasked Estep 
Score: -15909147.000000 Penalty: 4097.459961
	Iteration 47Q: 3 clusters Score -1.590915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84587 members 
Mstep: Class 2 contains 214225 members 
Entering Unmasked Estep 
Score: -15909150.000000 Penalty: 4097.459961
	Iteration 48Q: 3 clusters Score -1.590915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84588 members 
Mstep: Class 2 contains 214224 members 
Entering Unmasked Estep 
Score: -15909146.000000 Penalty: 4097.459961
	Iteration 49Q: 3 clusters Score -1.590915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84587 members 
Mstep: Class 2 contains 214225 members 
Entering Unmasked Estep 
Score: -15909149.000000 Penalty: 4097.459961
	Iteration 50Q: 3 clusters Score -1.590915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84585 members 
Mstep: Class 2 contains 214227 members 
Entering Unmasked Estep 
Score: -15909145.000000 Penalty: 4097.459961
	Iteration 51Q: 3 clusters Score -1.590914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84583 members 
Mstep: Class 2 contains 214229 members 
Entering Unmasked Estep 
Score: -15909151.000000 Penalty: 4097.459961
	Iteration 52Q: 3 clusters Score -1.590915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84584 members 
Mstep: Class 2 contains 214228 members 
Entering Unmasked Estep 
Score: -15909145.000000 Penalty: 4097.459961
	Iteration 53Q: 3 clusters Score -1.590914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84587 members 
Mstep: Class 2 contains 214225 members 
Entering Unmasked Estep 
Score: -15909150.000000 Penalty: 4097.459961
	Iteration 54Q: 3 clusters Score -1.590915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84588 members 
Mstep: Class 2 contains 214224 members 
Entering Unmasked Estep 
Score: -15909152.000000 Penalty: 4097.459961
	Iteration 55Q: 3 clusters Score -1.590915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84588 members 
Mstep: Class 2 contains 214224 members 
Entering Unmasked Estep 
Score: -15909150.000000 Penalty: 4097.459961
	Iteration 56Q: 3 clusters Score -1.590915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84589 members 
Mstep: Class 2 contains 214223 members 
Entering Unmasked Estep 
Score: -15909151.000000 Penalty: 4097.459961
	Iteration 57Q: 3 clusters Score -1.590915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84590 members 
Mstep: Class 2 contains 214222 members 
Entering Unmasked Estep 
Score: -15909156.000000 Penalty: 4097.459961
	Iteration 58Q: 3 clusters Score -1.590916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84590 members 
Mstep: Class 2 contains 214222 members 
Entering Unmasked Estep 
Score: -15909154.000000 Penalty: 4097.459961
	Iteration 59Q: 3 clusters Score -1.590915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84590 members 
Mstep: Class 2 contains 214222 members 
Entering Unmasked Estep 
Score: -15909164.000000 Penalty: 4097.459961
	Iteration 60F: 3 clusters Score -1.590916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84590 members 
Mstep: Class 2 contains 214222 members 
Entering Unmasked Estep 
Score: -15909157.000000 Penalty: 4097.459961
	Iteration 61Q: 3 clusters Score -1.590916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84588 members 
Mstep: Class 2 contains 214224 members 
Entering Unmasked Estep 
Score: -15909154.000000 Penalty: 4097.459961
	Iteration 62Q: 3 clusters Score -1.590915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84589 members 
Mstep: Class 2 contains 214223 members 
Entering Unmasked Estep 
Score: -15909154.000000 Penalty: 4097.459961
	Iteration 63Q: 3 clusters Score -1.590915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84589 members 
Mstep: Class 2 contains 214223 members 
Entering Unmasked Estep 
Score: -15909154.000000 Penalty: 4097.459961
	Iteration 64F: 3 clusters Score -1.590915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Entering Unmasked Estep 
Score: -416082.031250 Penalty: 1466.558228
	Iteration 0F: 2 clusters Score -416082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -410056.093750 Penalty: 2933.116455
	Iteration 0F: 3 clusters Score -410056.1 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -412269.031250 Penalty: 2933.116455
	Iteration 1F: 3 clusters Score -412269 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -412774.437500 Penalty: 2933.116455
	Iteration 2F: 3 clusters Score -412774.4 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -413159.343750 Penalty: 2933.116455
	Iteration 3F: 3 clusters Score -413159.3 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -413499.843750 Penalty: 2933.116455
	Iteration 4F: 3 clusters Score -413499.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -413840.781250 Penalty: 2933.116455
	Iteration 5F: 3 clusters Score -413840.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -414150.562500 Penalty: 2933.116455
	Iteration 6F: 3 clusters Score -414150.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -414429.531250 Penalty: 2933.116455
	Iteration 7F: 3 clusters Score -414429.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -414700.375000 Penalty: 2933.116455
	Iteration 8Q: 3 clusters Score -414700.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -414951.125000 Penalty: 2933.116455
	Iteration 9Q: 3 clusters Score -414951.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -415145.656250 Penalty: 2933.116455
	Iteration 10Q: 3 clusters Score -415145.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -415315.468750 Penalty: 2933.116455
	Iteration 11Q: 3 clusters Score -415315.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -415431.187500 Penalty: 2933.116455
	Iteration 12Q: 3 clusters Score -415431.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -415494.593750 Penalty: 2933.116455
	Iteration 13Q: 3 clusters Score -415494.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -415526.187500 Penalty: 2933.116455
	Iteration 14Q: 3 clusters Score -415526.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -415545.343750 Penalty: 2933.116455
	Iteration 15Q: 3 clusters Score -415545.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -415554.031250 Penalty: 2933.116455
	Iteration 16Q: 3 clusters Score -415554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -415561.875000 Penalty: 2933.116455
	Iteration 17Q: 3 clusters Score -415561.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -415567.281250 Penalty: 2933.116455
	Iteration 18Q: 3 clusters Score -415567.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -415570.406250 Penalty: 2933.116455
	Iteration 19Q: 3 clusters Score -415570.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -415573.312500 Penalty: 2933.116455
	Iteration 20F: 3 clusters Score -415573.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -415575.593750 Penalty: 2933.116455
	Iteration 21Q: 3 clusters Score -415575.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -415578.187500 Penalty: 2933.116455
	Iteration 22Q: 3 clusters Score -415578.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -415579.156250 Penalty: 2933.116455
	Iteration 23Q: 3 clusters Score -415579.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -415580.062500 Penalty: 2933.116455
	Iteration 24Q: 3 clusters Score -415580.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -415581.062500 Penalty: 2933.116455
	Iteration 25Q: 3 clusters Score -415581.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -415581.718750 Penalty: 2933.116455
	Iteration 26Q: 3 clusters Score -415581.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -415582.718750 Penalty: 2933.116455
	Iteration 27Q: 3 clusters Score -415582.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -415583.718750 Penalty: 2933.116455
	Iteration 28Q: 3 clusters Score -415583.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -415583.968750 Penalty: 2933.116455
	Iteration 29Q: 3 clusters Score -415584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -415585.125000 Penalty: 2933.116455
	Iteration 30Q: 3 clusters Score -415585.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -415585.437500 Penalty: 2933.116455
	Iteration 31Q: 3 clusters Score -415585.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -415586.468750 Penalty: 2933.116455
	Iteration 32Q: 3 clusters Score -415586.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -415586.468750 Penalty: 2933.116455
	Iteration 33F: 3 clusters Score -415586.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (72867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72867 members 
Entering Unmasked Estep 
Score: -3895032.500000 Penalty: 1819.413574
	Iteration 0F: 2 clusters Score -3895032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -3846551.000000 Penalty: 3638.827148
	Iteration 0F: 3 clusters Score -3846551 nChanged 34439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -3866706.750000 Penalty: 3638.827148
	Iteration 1F: 3 clusters Score -3866707 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -3868247.750000 Penalty: 3638.827148
	Iteration 2Q: 3 clusters Score -3868248 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -3870995.750000 Penalty: 3638.827148
	Iteration 3F: 3 clusters Score -3870996 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -3875296.750000 Penalty: 3638.827148
	Iteration 4F: 3 clusters Score -3875297 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 59319 members 
Entering Unmasked Estep 
Score: -3880998.000000 Penalty: 3638.827148
	Iteration 5F: 3 clusters Score -3880998 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 64773 members 
Entering Unmasked Estep 
Score: -3886506.250000 Penalty: 3638.827148
	Iteration 6F: 3 clusters Score -3886506 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 68545 members 
Entering Unmasked Estep 
Score: -3890435.250000 Penalty: 3638.827148
	Iteration 7F: 3 clusters Score -3890435 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 70610 members 
Entering Unmasked Estep 
Score: -3892440.250000 Penalty: 3638.827148
	Iteration 8Q: 3 clusters Score -3892440 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 71467 members 
Entering Unmasked Estep 
Score: -3893213.500000 Penalty: 3638.827148
	Iteration 9Q: 3 clusters Score -3893214 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 71805 members 
Entering Unmasked Estep 
Score: -3893540.750000 Penalty: 3638.827148
	Iteration 10Q: 3 clusters Score -3893541 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 71930 members 
Entering Unmasked Estep 
Score: -3893761.000000 Penalty: 3638.827148
	Iteration 11Q: 3 clusters Score -3893761 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 71935 members 
Entering Unmasked Estep 
Score: -3893962.500000 Penalty: 3638.827148
	Iteration 12Q: 3 clusters Score -3893962 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 71886 members 
Entering Unmasked Estep 
Score: -3894148.500000 Penalty: 3638.827148
	Iteration 13Q: 3 clusters Score -3894148 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 71794 members 
Entering Unmasked Estep 
Score: -3894325.000000 Penalty: 3638.827148
	Iteration 14Q: 3 clusters Score -3894325 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 71686 members 
Entering Unmasked Estep 
Score: -3894463.250000 Penalty: 3638.827148
	Iteration 15Q: 3 clusters Score -3894463 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 71589 members 
Entering Unmasked Estep 
Score: -3894578.250000 Penalty: 3638.827148
	Iteration 16Q: 3 clusters Score -3894578 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 71490 members 
Entering Unmasked Estep 
Score: -3894656.500000 Penalty: 3638.827148
	Iteration 17Q: 3 clusters Score -3894656 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 71404 members 
Entering Unmasked Estep 
Score: -3894707.250000 Penalty: 3638.827148
	Iteration 18Q: 3 clusters Score -3894707 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 71341 members 
Entering Unmasked Estep 
Score: -3894732.750000 Penalty: 3638.827148
	Iteration 19Q: 3 clusters Score -3894733 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 71283 members 
Entering Unmasked Estep 
Score: -3894765.250000 Penalty: 3638.827148
	Iteration 20F: 3 clusters Score -3894765 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 71216 members 
Entering Unmasked Estep 
Score: -3894782.750000 Penalty: 3638.827148
	Iteration 21Q: 3 clusters Score -3894783 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 71160 members 
Entering Unmasked Estep 
Score: -3894815.250000 Penalty: 3638.827148
	Iteration 22Q: 3 clusters Score -3894815 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 71119 members 
Entering Unmasked Estep 
Score: -3894835.750000 Penalty: 3638.827148
	Iteration 23Q: 3 clusters Score -3894836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 71089 members 
Entering Unmasked Estep 
Score: -3894843.250000 Penalty: 3638.827148
	Iteration 24Q: 3 clusters Score -3894843 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 71060 members 
Entering Unmasked Estep 
Score: -3894844.750000 Penalty: 3638.827148
	Iteration 25Q: 3 clusters Score -3894845 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 71036 members 
Entering Unmasked Estep 
Score: -3894845.750000 Penalty: 3638.827148
	Iteration 26Q: 3 clusters Score -3894846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 71010 members 
Entering Unmasked Estep 
Score: -3894850.500000 Penalty: 3638.827148
	Iteration 27Q: 3 clusters Score -3894850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 70991 members 
Entering Unmasked Estep 
Score: -3894854.500000 Penalty: 3638.827148
	Iteration 28Q: 3 clusters Score -3894854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 70969 members 
Entering Unmasked Estep 
Score: -3894858.000000 Penalty: 3638.827148
	Iteration 29Q: 3 clusters Score -3894858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 70952 members 
Entering Unmasked Estep 
Score: -3894868.500000 Penalty: 3638.827148
	Iteration 30Q: 3 clusters Score -3894868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 70933 members 
Entering Unmasked Estep 
Score: -3894876.250000 Penalty: 3638.827148
	Iteration 31Q: 3 clusters Score -3894876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 70919 members 
Entering Unmasked Estep 
Score: -3894872.750000 Penalty: 3638.827148
	Iteration 32Q: 3 clusters Score -3894873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 70906 members 
Entering Unmasked Estep 
Score: -3894882.750000 Penalty: 3638.827148
	Iteration 33Q: 3 clusters Score -3894883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 70898 members 
Entering Unmasked Estep 
Score: -3894889.250000 Penalty: 3638.827148
	Iteration 34Q: 3 clusters Score -3894889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 70890 members 
Entering Unmasked Estep 
Score: -3894876.250000 Penalty: 3638.827148
	Iteration 35Q: 3 clusters Score -3894876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 70888 members 
Entering Unmasked Estep 
Score: -3894879.250000 Penalty: 3638.827148
	Iteration 36Q: 3 clusters Score -3894879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 70886 members 
Entering Unmasked Estep 
Score: -3894880.250000 Penalty: 3638.827148
	Iteration 37Q: 3 clusters Score -3894880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 70886 members 
Entering Unmasked Estep 
Score: -3894879.500000 Penalty: 3638.827148
	Iteration 38Q: 3 clusters Score -3894880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 70886 members 
Entering Unmasked Estep 
Score: -3894879.500000 Penalty: 3638.827148
	Iteration 39F: 3 clusters Score -3894880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Entering Unmasked Estep 
Score: -1489140.750000 Penalty: 1667.103271
	Iteration 0F: 2 clusters Score -1489141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1469770.125000 Penalty: 3334.206543
	Iteration 0F: 3 clusters Score -1469770 nChanged 13280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1477113.750000 Penalty: 3334.206543
	Iteration 1F: 3 clusters Score -1477114 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -1477718.875000 Penalty: 3334.206543
	Iteration 2Q: 3 clusters Score -1477719 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -1478698.000000 Penalty: 3334.206543
	Iteration 3F: 3 clusters Score -1478698 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -1480439.375000 Penalty: 3334.206543
	Iteration 4F: 3 clusters Score -1480439 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -1483015.625000 Penalty: 3334.206543
	Iteration 5F: 3 clusters Score -1483016 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -1485456.000000 Penalty: 3334.206543
	Iteration 6F: 3 clusters Score -1485456 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -1486808.000000 Penalty: 3334.206543
	Iteration 7F: 3 clusters Score -1486808 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -1487387.375000 Penalty: 3334.206543
	Iteration 8Q: 3 clusters Score -1487387 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -1487591.750000 Penalty: 3334.206543
	Iteration 9Q: 3 clusters Score -1487592 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -1487697.625000 Penalty: 3334.206543
	Iteration 10Q: 3 clusters Score -1487698 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -1487755.625000 Penalty: 3334.206543
	Iteration 11Q: 3 clusters Score -1487756 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -1487784.625000 Penalty: 3334.206543
	Iteration 12Q: 3 clusters Score -1487785 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -1487800.875000 Penalty: 3334.206543
	Iteration 13Q: 3 clusters Score -1487801 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -1487814.125000 Penalty: 3334.206543
	Iteration 14Q: 3 clusters Score -1487814 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -1487831.375000 Penalty: 3334.206543
	Iteration 15Q: 3 clusters Score -1487831 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -1487841.000000 Penalty: 3334.206543
	Iteration 16Q: 3 clusters Score -1487841 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -1487853.000000 Penalty: 3334.206543
	Iteration 17Q: 3 clusters Score -1487853 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -1487856.250000 Penalty: 3334.206543
	Iteration 18Q: 3 clusters Score -1487856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -1487861.625000 Penalty: 3334.206543
	Iteration 19Q: 3 clusters Score -1487862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -1487868.625000 Penalty: 3334.206543
	Iteration 20F: 3 clusters Score -1487869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -1487873.125000 Penalty: 3334.206543
	Iteration 21Q: 3 clusters Score -1487873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -1487874.500000 Penalty: 3334.206543
	Iteration 22Q: 3 clusters Score -1487874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -1487874.500000 Penalty: 3334.206543
	Iteration 23Q: 3 clusters Score -1487874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -1487878.250000 Penalty: 3334.206543
	Iteration 24Q: 3 clusters Score -1487878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -1487885.500000 Penalty: 3334.206543
	Iteration 25Q: 3 clusters Score -1487886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -1487888.750000 Penalty: 3334.206543
	Iteration 26Q: 3 clusters Score -1487889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -1487889.000000 Penalty: 3334.206543
	Iteration 27Q: 3 clusters Score -1487889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -1487889.000000 Penalty: 3334.206543
	Iteration 28Q: 3 clusters Score -1487889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -1487889.500000 Penalty: 3334.206543
	Iteration 29Q: 3 clusters Score -1487890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -1487893.375000 Penalty: 3334.206543
	Iteration 30Q: 3 clusters Score -1487893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -1487890.125000 Penalty: 3334.206543
	Iteration 31Q: 3 clusters Score -1487890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -1487894.625000 Penalty: 3334.206543
	Iteration 32Q: 3 clusters Score -1487895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -1487892.875000 Penalty: 3334.206543
	Iteration 33Q: 3 clusters Score -1487893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -1487897.625000 Penalty: 3334.206543
	Iteration 34Q: 3 clusters Score -1487898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -1487897.750000 Penalty: 3334.206543
	Iteration 35Q: 3 clusters Score -1487898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -1487899.625000 Penalty: 3334.206543
	Iteration 36Q: 3 clusters Score -1487900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -1487898.125000 Penalty: 3334.206543
	Iteration 37Q: 3 clusters Score -1487898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -1487898.125000 Penalty: 3334.206543
	Iteration 38F: 3 clusters Score -1487898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (89227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89227 members 
Entering Unmasked Estep 
Score: -4740825.500000 Penalty: 1852.327637
	Iteration 0F: 2 clusters Score -4740826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -4681171.000000 Penalty: 3704.655273
	Iteration 0F: 3 clusters Score -4681171 nChanged 42802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -4705842.500000 Penalty: 3704.655273
	Iteration 1F: 3 clusters Score -4705842 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -4706896.000000 Penalty: 3704.655273
	Iteration 2Q: 3 clusters Score -4706896 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -4708451.000000 Penalty: 3704.655273
	Iteration 3Q: 3 clusters Score -4708451 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55503 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -4710901.000000 Penalty: 3704.655273
	Iteration 4F: 3 clusters Score -4710901 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -4714813.000000 Penalty: 3704.655273
	Iteration 5F: 3 clusters Score -4714813 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67516 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -4720556.500000 Penalty: 3704.655273
	Iteration 6F: 3 clusters Score -4720556 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74566 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -4727310.000000 Penalty: 3704.655273
	Iteration 7F: 3 clusters Score -4727310 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80473 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -4733264.000000 Penalty: 3704.655273
	Iteration 8F: 3 clusters Score -4733264 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84106 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -4736754.000000 Penalty: 3704.655273
	Iteration 9Q: 3 clusters Score -4736754 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85877 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -4738410.000000 Penalty: 3704.655273
	Iteration 10Q: 3 clusters Score -4738410 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86727 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -4739019.000000 Penalty: 3704.655273
	Iteration 11Q: 3 clusters Score -4739019 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87175 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4739292.000000 Penalty: 3704.655273
	Iteration 12Q: 3 clusters Score -4739292 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87424 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4739431.500000 Penalty: 3704.655273
	Iteration 13Q: 3 clusters Score -4739432 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87576 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4739513.500000 Penalty: 3704.655273
	Iteration 14Q: 3 clusters Score -4739514 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87661 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4739571.500000 Penalty: 3704.655273
	Iteration 15Q: 3 clusters Score -4739572 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87725 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4739607.000000 Penalty: 3704.655273
	Iteration 16Q: 3 clusters Score -4739607 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87775 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4739636.500000 Penalty: 3704.655273
	Iteration 17Q: 3 clusters Score -4739636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87816 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4739673.500000 Penalty: 3704.655273
	Iteration 18Q: 3 clusters Score -4739674 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87856 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4739700.500000 Penalty: 3704.655273
	Iteration 19Q: 3 clusters Score -4739700 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87893 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4739737.000000 Penalty: 3704.655273
	Iteration 20F: 3 clusters Score -4739737 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87911 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4739753.500000 Penalty: 3704.655273
	Iteration 21Q: 3 clusters Score -4739754 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87926 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4739776.000000 Penalty: 3704.655273
	Iteration 22Q: 3 clusters Score -4739776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87935 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4739772.500000 Penalty: 3704.655273
	Iteration 23Q: 3 clusters Score -4739772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87945 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4739776.000000 Penalty: 3704.655273
	Iteration 24Q: 3 clusters Score -4739776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87948 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4739781.000000 Penalty: 3704.655273
	Iteration 25Q: 3 clusters Score -4739781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87954 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4739774.000000 Penalty: 3704.655273
	Iteration 26Q: 3 clusters Score -4739774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87967 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4739774.500000 Penalty: 3704.655273
	Iteration 27Q: 3 clusters Score -4739774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87977 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4739778.500000 Penalty: 3704.655273
	Iteration 28Q: 3 clusters Score -4739778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87977 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4739787.000000 Penalty: 3704.655273
	Iteration 29Q: 3 clusters Score -4739787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87981 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4739787.500000 Penalty: 3704.655273
	Iteration 30Q: 3 clusters Score -4739788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87987 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4739784.000000 Penalty: 3704.655273
	Iteration 31Q: 3 clusters Score -4739784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87991 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4739779.500000 Penalty: 3704.655273
	Iteration 32Q: 3 clusters Score -4739780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87991 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4739779.500000 Penalty: 3704.655273
	Iteration 33Q: 3 clusters Score -4739780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87991 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4739782.000000 Penalty: 3704.655273
	Iteration 34Q: 3 clusters Score -4739782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87993 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4739779.500000 Penalty: 3704.655273
	Iteration 35Q: 3 clusters Score -4739780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87992 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4739779.500000 Penalty: 3704.655273
	Iteration 36Q: 3 clusters Score -4739780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87994 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4739786.000000 Penalty: 3704.655273
	Iteration 37Q: 3 clusters Score -4739786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87996 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4739790.000000 Penalty: 3704.655273
	Iteration 38Q: 3 clusters Score -4739790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87995 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4739792.000000 Penalty: 3704.655273
	Iteration 39Q: 3 clusters Score -4739792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87997 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4739791.500000 Penalty: 3704.655273
	Iteration 40F: 3 clusters Score -4739792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Entering Unmasked Estep 
Score: -400727.406250 Penalty: 1448.932251
	Iteration 0F: 2 clusters Score -400727.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -395227.312500 Penalty: 2897.864502
	Iteration 0F: 3 clusters Score -395227.3 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -396789.593750 Penalty: 2897.864502
	Iteration 1F: 3 clusters Score -396789.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -396987.031250 Penalty: 2897.864502
	Iteration 2F: 3 clusters Score -396987 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -397142.343750 Penalty: 2897.864502
	Iteration 3F: 3 clusters Score -397142.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -397266.093750 Penalty: 2897.864502
	Iteration 4Q: 3 clusters Score -397266.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -397407.812500 Penalty: 2897.864502
	Iteration 5Q: 3 clusters Score -397407.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -397553.906250 Penalty: 2897.864502
	Iteration 6Q: 3 clusters Score -397553.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -397721.375000 Penalty: 2897.864502
	Iteration 7Q: 3 clusters Score -397721.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -397910.375000 Penalty: 2897.864502
	Iteration 8Q: 3 clusters Score -397910.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -398092.031250 Penalty: 2897.864502
	Iteration 9Q: 3 clusters Score -398092 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -398275.968750 Penalty: 2897.864502
	Iteration 10Q: 3 clusters Score -398276 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -398467.687500 Penalty: 2897.864502
	Iteration 11Q: 3 clusters Score -398467.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -398638.406250 Penalty: 2897.864502
	Iteration 12Q: 3 clusters Score -398638.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -398786.562500 Penalty: 2897.864502
	Iteration 13Q: 3 clusters Score -398786.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -398918.062500 Penalty: 2897.864502
	Iteration 14Q: 3 clusters Score -398918.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -399026.031250 Penalty: 2897.864502
	Iteration 15Q: 3 clusters Score -399026 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -399121.812500 Penalty: 2897.864502
	Iteration 16Q: 3 clusters Score -399121.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -399204.593750 Penalty: 2897.864502
	Iteration 17Q: 3 clusters Score -399204.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -399259.656250 Penalty: 2897.864502
	Iteration 18Q: 3 clusters Score -399259.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -399301.281250 Penalty: 2897.864502
	Iteration 19Q: 3 clusters Score -399301.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -399323.718750 Penalty: 2897.864502
	Iteration 20F: 3 clusters Score -399323.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -399334.062500 Penalty: 2897.864502
	Iteration 21Q: 3 clusters Score -399334.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -399343.031250 Penalty: 2897.864502
	Iteration 22Q: 3 clusters Score -399343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -399348.937500 Penalty: 2897.864502
	Iteration 23Q: 3 clusters Score -399348.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -399354.781250 Penalty: 2897.864502
	Iteration 24Q: 3 clusters Score -399354.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -399361.812500 Penalty: 2897.864502
	Iteration 25Q: 3 clusters Score -399361.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -399365.500000 Penalty: 2897.864502
	Iteration 26Q: 3 clusters Score -399365.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -399369.406250 Penalty: 2897.864502
	Iteration 27Q: 3 clusters Score -399369.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -399371.937500 Penalty: 2897.864502
	Iteration 28Q: 3 clusters Score -399371.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -399374.375000 Penalty: 2897.864502
	Iteration 29Q: 3 clusters Score -399374.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -399380.125000 Penalty: 2897.864502
	Iteration 30Q: 3 clusters Score -399380.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -399382.500000 Penalty: 2897.864502
	Iteration 31Q: 3 clusters Score -399382.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -399384.531250 Penalty: 2897.864502
	Iteration 32Q: 3 clusters Score -399384.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -399386.968750 Penalty: 2897.864502
	Iteration 33Q: 3 clusters Score -399387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -399388.093750 Penalty: 2897.864502
	Iteration 34Q: 3 clusters Score -399388.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -399390.656250 Penalty: 2897.864502
	Iteration 35Q: 3 clusters Score -399390.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -399390.812500 Penalty: 2897.864502
	Iteration 36Q: 3 clusters Score -399390.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -399390.812500 Penalty: 2897.864502
	Iteration 37F: 3 clusters Score -399390.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Entering Unmasked Estep 
Score: -170525.562500 Penalty: 1318.139648
	Iteration 0F: 2 clusters Score -170525.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -167637.609375 Penalty: 2636.279297
	Iteration 0F: 3 clusters Score -167637.6 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -168317.062500 Penalty: 2636.279297
	Iteration 1F: 3 clusters Score -168317.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -168466.765625 Penalty: 2636.279297
	Iteration 2F: 3 clusters Score -168466.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -168588.468750 Penalty: 2636.279297
	Iteration 3F: 3 clusters Score -168588.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -168715.093750 Penalty: 2636.279297
	Iteration 4F: 3 clusters Score -168715.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -168867.265625 Penalty: 2636.279297
	Iteration 5F: 3 clusters Score -168867.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -169038.218750 Penalty: 2636.279297
	Iteration 6F: 3 clusters Score -169038.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -169217.218750 Penalty: 2636.279297
	Iteration 7F: 3 clusters Score -169217.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -169349.953125 Penalty: 2636.279297
	Iteration 8F: 3 clusters Score -169350 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -169442.828125 Penalty: 2636.279297
	Iteration 9Q: 3 clusters Score -169442.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -169495.171875 Penalty: 2636.279297
	Iteration 10Q: 3 clusters Score -169495.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -169532.953125 Penalty: 2636.279297
	Iteration 11Q: 3 clusters Score -169533 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -169557.703125 Penalty: 2636.279297
	Iteration 12Q: 3 clusters Score -169557.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -169581.812500 Penalty: 2636.279297
	Iteration 13Q: 3 clusters Score -169581.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -169595.218750 Penalty: 2636.279297
	Iteration 14Q: 3 clusters Score -169595.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -169601.375000 Penalty: 2636.279297
	Iteration 15Q: 3 clusters Score -169601.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -169606.250000 Penalty: 2636.279297
	Iteration 16Q: 3 clusters Score -169606.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -169612.546875 Penalty: 2636.279297
	Iteration 17Q: 3 clusters Score -169612.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -169615.906250 Penalty: 2636.279297
	Iteration 18Q: 3 clusters Score -169615.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -169621.390625 Penalty: 2636.279297
	Iteration 19Q: 3 clusters Score -169621.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -169623.937500 Penalty: 2636.279297
	Iteration 20F: 3 clusters Score -169623.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -169625.328125 Penalty: 2636.279297
	Iteration 21Q: 3 clusters Score -169625.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -169627.078125 Penalty: 2636.279297
	Iteration 22Q: 3 clusters Score -169627.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -169628.593750 Penalty: 2636.279297
	Iteration 23Q: 3 clusters Score -169628.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -169628.593750 Penalty: 2636.279297
	Iteration 24F: 3 clusters Score -169628.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Entering Unmasked Estep 
Score: -785306.687500 Penalty: 1556.194092
	Iteration 0F: 2 clusters Score -785306.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -775336.062500 Penalty: 3112.388184
	Iteration 0F: 3 clusters Score -775336.1 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -778740.125000 Penalty: 3112.388184
	Iteration 1F: 3 clusters Score -778740.1 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -779005.812500 Penalty: 3112.388184
	Iteration 2F: 3 clusters Score -779005.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -779217.562500 Penalty: 3112.388184
	Iteration 3Q: 3 clusters Score -779217.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -779405.687500 Penalty: 3112.388184
	Iteration 4Q: 3 clusters Score -779405.7 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -779579.437500 Penalty: 3112.388184
	Iteration 5Q: 3 clusters Score -779579.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -779769.500000 Penalty: 3112.388184
	Iteration 6Q: 3 clusters Score -779769.5 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -780024.812500 Penalty: 3112.388184
	Iteration 7Q: 3 clusters Score -780024.8 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -780339.437500 Penalty: 3112.388184
	Iteration 8Q: 3 clusters Score -780339.4 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -780771.250000 Penalty: 3112.388184
	Iteration 9Q: 3 clusters Score -780771.2 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -781330.687500 Penalty: 3112.388184
	Iteration 10F: 3 clusters Score -781330.7 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -781972.875000 Penalty: 3112.388184
	Iteration 11F: 3 clusters Score -781972.9 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -782553.500000 Penalty: 3112.388184
	Iteration 12Q: 3 clusters Score -782553.5 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -782974.812500 Penalty: 3112.388184
	Iteration 13Q: 3 clusters Score -782974.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -783250.500000 Penalty: 3112.388184
	Iteration 14Q: 3 clusters Score -783250.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -783426.062500 Penalty: 3112.388184
	Iteration 15Q: 3 clusters Score -783426.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -783562.687500 Penalty: 3112.388184
	Iteration 16Q: 3 clusters Score -783562.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -783660.750000 Penalty: 3112.388184
	Iteration 17Q: 3 clusters Score -783660.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -783727.062500 Penalty: 3112.388184
	Iteration 18Q: 3 clusters Score -783727.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -783783.562500 Penalty: 3112.388184
	Iteration 19Q: 3 clusters Score -783783.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -783831.062500 Penalty: 3112.388184
	Iteration 20F: 3 clusters Score -783831.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -783862.062500 Penalty: 3112.388184
	Iteration 21Q: 3 clusters Score -783862.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -783891.625000 Penalty: 3112.388184
	Iteration 22Q: 3 clusters Score -783891.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -783917.187500 Penalty: 3112.388184
	Iteration 23Q: 3 clusters Score -783917.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -783936.937500 Penalty: 3112.388184
	Iteration 24Q: 3 clusters Score -783936.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -783956.875000 Penalty: 3112.388184
	Iteration 25Q: 3 clusters Score -783956.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -783980.375000 Penalty: 3112.388184
	Iteration 26Q: 3 clusters Score -783980.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -783988.500000 Penalty: 3112.388184
	Iteration 27Q: 3 clusters Score -783988.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -783999.812500 Penalty: 3112.388184
	Iteration 28Q: 3 clusters Score -783999.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -784010.625000 Penalty: 3112.388184
	Iteration 29Q: 3 clusters Score -784010.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -784022.250000 Penalty: 3112.388184
	Iteration 30Q: 3 clusters Score -784022.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -784032.750000 Penalty: 3112.388184
	Iteration 31Q: 3 clusters Score -784032.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -784043.000000 Penalty: 3112.388184
	Iteration 32Q: 3 clusters Score -784043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -784047.062500 Penalty: 3112.388184
	Iteration 33Q: 3 clusters Score -784047.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -784050.312500 Penalty: 3112.388184
	Iteration 34Q: 3 clusters Score -784050.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -784053.312500 Penalty: 3112.388184
	Iteration 35Q: 3 clusters Score -784053.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -784061.437500 Penalty: 3112.388184
	Iteration 36Q: 3 clusters Score -784061.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -784068.750000 Penalty: 3112.388184
	Iteration 37Q: 3 clusters Score -784068.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -784072.250000 Penalty: 3112.388184
	Iteration 38Q: 3 clusters Score -784072.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -784073.437500 Penalty: 3112.388184
	Iteration 39Q: 3 clusters Score -784073.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -784076.000000 Penalty: 3112.388184
	Iteration 40F: 3 clusters Score -784076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -784076.187500 Penalty: 3112.388184
	Iteration 41Q: 3 clusters Score -784076.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -784077.187500 Penalty: 3112.388184
	Iteration 42Q: 3 clusters Score -784077.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -784077.062500 Penalty: 3112.388184
	Iteration 43Q: 3 clusters Score -784077.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -784077.062500 Penalty: 3112.388184
	Iteration 44F: 3 clusters Score -784077.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
Entering Unmasked Estep 
Score: -3177528.000000 Penalty: 1785.626953
	Iteration 0F: 2 clusters Score -3177528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -3138139.000000 Penalty: 3571.253906
	Iteration 0F: 3 clusters Score -3138139 nChanged 27976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -3154104.500000 Penalty: 3571.253906
	Iteration 1F: 3 clusters Score -3154104 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -3154557.500000 Penalty: 3571.253906
	Iteration 2Q: 3 clusters Score -3154558 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -3154985.000000 Penalty: 3571.253906
	Iteration 3Q: 3 clusters Score -3154985 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -3155443.750000 Penalty: 3571.253906
	Iteration 4Q: 3 clusters Score -3155444 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -3155969.750000 Penalty: 3571.253906
	Iteration 5Q: 3 clusters Score -3155970 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -3156632.500000 Penalty: 3571.253906
	Iteration 6Q: 3 clusters Score -3156632 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -3157613.250000 Penalty: 3571.253906
	Iteration 7Q: 3 clusters Score -3157613 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -3159159.250000 Penalty: 3571.253906
	Iteration 8Q: 3 clusters Score -3159159 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -3161480.000000 Penalty: 3571.253906
	Iteration 9F: 3 clusters Score -3161480 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -3164634.250000 Penalty: 3571.253906
	Iteration 10F: 3 clusters Score -3164634 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -3167984.000000 Penalty: 3571.253906
	Iteration 11F: 3 clusters Score -3167984 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -3171031.750000 Penalty: 3571.253906
	Iteration 12F: 3 clusters Score -3171032 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 56029 members 
Entering Unmasked Estep 
Score: -3173288.000000 Penalty: 3571.253906
	Iteration 13Q: 3 clusters Score -3173288 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 57590 members 
Entering Unmasked Estep 
Score: -3174668.250000 Penalty: 3571.253906
	Iteration 14Q: 3 clusters Score -3174668 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 58362 members 
Entering Unmasked Estep 
Score: -3175337.500000 Penalty: 3571.253906
	Iteration 15Q: 3 clusters Score -3175338 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 58710 members 
Entering Unmasked Estep 
Score: -3175662.250000 Penalty: 3571.253906
	Iteration 16Q: 3 clusters Score -3175662 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 58830 members 
Entering Unmasked Estep 
Score: -3175788.250000 Penalty: 3571.253906
	Iteration 17Q: 3 clusters Score -3175788 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 58890 members 
Entering Unmasked Estep 
Score: -3175851.000000 Penalty: 3571.253906
	Iteration 18Q: 3 clusters Score -3175851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 58921 members 
Entering Unmasked Estep 
Score: -3175890.500000 Penalty: 3571.253906
	Iteration 19Q: 3 clusters Score -3175890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 58930 members 
Entering Unmasked Estep 
Score: -3175907.500000 Penalty: 3571.253906
	Iteration 20F: 3 clusters Score -3175908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 58939 members 
Entering Unmasked Estep 
Score: -3175919.750000 Penalty: 3571.253906
	Iteration 21Q: 3 clusters Score -3175920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 58947 members 
Entering Unmasked Estep 
Score: -3175933.250000 Penalty: 3571.253906
	Iteration 22Q: 3 clusters Score -3175933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 58957 members 
Entering Unmasked Estep 
Score: -3175943.750000 Penalty: 3571.253906
	Iteration 23Q: 3 clusters Score -3175944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 58966 members 
Entering Unmasked Estep 
Score: -3175955.250000 Penalty: 3571.253906
	Iteration 24Q: 3 clusters Score -3175955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 58972 members 
Entering Unmasked Estep 
Score: -3175965.500000 Penalty: 3571.253906
	Iteration 25Q: 3 clusters Score -3175966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 58973 members 
Entering Unmasked Estep 
Score: -3175970.000000 Penalty: 3571.253906
	Iteration 26Q: 3 clusters Score -3175970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 58974 members 
Entering Unmasked Estep 
Score: -3175971.250000 Penalty: 3571.253906
	Iteration 27Q: 3 clusters Score -3175971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 58973 members 
Entering Unmasked Estep 
Score: -3175972.000000 Penalty: 3571.253906
	Iteration 28Q: 3 clusters Score -3175972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 58972 members 
Entering Unmasked Estep 
Score: -3175972.750000 Penalty: 3571.253906
	Iteration 29Q: 3 clusters Score -3175973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 58971 members 
Entering Unmasked Estep 
Score: -3175972.750000 Penalty: 3571.253906
	Iteration 30Q: 3 clusters Score -3175973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 58971 members 
Entering Unmasked Estep 
Score: -3175972.750000 Penalty: 3571.253906
	Iteration 31F: 3 clusters Score -3175973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Entering Unmasked Estep 
Score: -739036.937500 Penalty: 1557.182617
	Iteration 0F: 2 clusters Score -739036.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -728911.375000 Penalty: 3114.365234
	Iteration 0F: 3 clusters Score -728911.4 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -732501.062500 Penalty: 3114.365234
	Iteration 1F: 3 clusters Score -732501.1 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -733055.625000 Penalty: 3114.365234
	Iteration 2F: 3 clusters Score -733055.6 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -733731.875000 Penalty: 3114.365234
	Iteration 3F: 3 clusters Score -733731.9 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -734575.625000 Penalty: 3114.365234
	Iteration 4F: 3 clusters Score -734575.6 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -735482.437500 Penalty: 3114.365234
	Iteration 5F: 3 clusters Score -735482.4 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -736344.687500 Penalty: 3114.365234
	Iteration 6F: 3 clusters Score -736344.7 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -737052.187500 Penalty: 3114.365234
	Iteration 7F: 3 clusters Score -737052.2 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -737469.625000 Penalty: 3114.365234
	Iteration 8Q: 3 clusters Score -737469.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -737715.812500 Penalty: 3114.365234
	Iteration 9Q: 3 clusters Score -737715.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -737842.625000 Penalty: 3114.365234
	Iteration 10Q: 3 clusters Score -737842.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -737930.250000 Penalty: 3114.365234
	Iteration 11Q: 3 clusters Score -737930.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -738000.062500 Penalty: 3114.365234
	Iteration 12Q: 3 clusters Score -738000.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -738045.875000 Penalty: 3114.365234
	Iteration 13Q: 3 clusters Score -738045.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -738091.500000 Penalty: 3114.365234
	Iteration 14Q: 3 clusters Score -738091.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -738129.562500 Penalty: 3114.365234
	Iteration 15Q: 3 clusters Score -738129.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -738149.375000 Penalty: 3114.365234
	Iteration 16Q: 3 clusters Score -738149.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -738170.750000 Penalty: 3114.365234
	Iteration 17Q: 3 clusters Score -738170.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -738187.500000 Penalty: 3114.365234
	Iteration 18Q: 3 clusters Score -738187.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -738198.437500 Penalty: 3114.365234
	Iteration 19Q: 3 clusters Score -738198.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -738209.187500 Penalty: 3114.365234
	Iteration 20F: 3 clusters Score -738209.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -738219.562500 Penalty: 3114.365234
	Iteration 21Q: 3 clusters Score -738219.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -738224.750000 Penalty: 3114.365234
	Iteration 22Q: 3 clusters Score -738224.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -738231.312500 Penalty: 3114.365234
	Iteration 23Q: 3 clusters Score -738231.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -738234.187500 Penalty: 3114.365234
	Iteration 24Q: 3 clusters Score -738234.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -738242.750000 Penalty: 3114.365234
	Iteration 25Q: 3 clusters Score -738242.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -738244.500000 Penalty: 3114.365234
	Iteration 26Q: 3 clusters Score -738244.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -738247.000000 Penalty: 3114.365234
	Iteration 27Q: 3 clusters Score -738247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -738249.750000 Penalty: 3114.365234
	Iteration 28Q: 3 clusters Score -738249.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -738249.562500 Penalty: 3114.365234
	Iteration 29Q: 3 clusters Score -738249.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -738250.687500 Penalty: 3114.365234
	Iteration 30Q: 3 clusters Score -738250.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -738249.937500 Penalty: 3114.365234
	Iteration 31Q: 3 clusters Score -738249.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -738250.062500 Penalty: 3114.365234
	Iteration 32Q: 3 clusters Score -738250.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -738249.375000 Penalty: 3114.365234
	Iteration 33Q: 3 clusters Score -738249.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -738250.125000 Penalty: 3114.365234
	Iteration 34Q: 3 clusters Score -738250.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -738251.187500 Penalty: 3114.365234
	Iteration 35Q: 3 clusters Score -738251.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -738253.125000 Penalty: 3114.365234
	Iteration 36Q: 3 clusters Score -738253.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -738254.125000 Penalty: 3114.365234
	Iteration 37Q: 3 clusters Score -738254.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -738253.875000 Penalty: 3114.365234
	Iteration 38Q: 3 clusters Score -738253.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -738253.875000 Penalty: 3114.365234
	Iteration 39F: 3 clusters Score -738253.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Entering Unmasked Estep 
Score: -1744154.125000 Penalty: 1695.739624
	Iteration 0F: 2 clusters Score -1744154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -1721352.625000 Penalty: 3391.479248
	Iteration 0F: 3 clusters Score -1721353 nChanged 15886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -1729858.750000 Penalty: 3391.479248
	Iteration 1F: 3 clusters Score -1729859 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -1730307.625000 Penalty: 3391.479248
	Iteration 2Q: 3 clusters Score -1730308 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -1730779.375000 Penalty: 3391.479248
	Iteration 3Q: 3 clusters Score -1730779 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -1731374.625000 Penalty: 3391.479248
	Iteration 4Q: 3 clusters Score -1731375 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -1732106.375000 Penalty: 3391.479248
	Iteration 5Q: 3 clusters Score -1732106 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -1733089.875000 Penalty: 3391.479248
	Iteration 6F: 3 clusters Score -1733090 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1734403.125000 Penalty: 3391.479248
	Iteration 7F: 3 clusters Score -1734403 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1735883.000000 Penalty: 3391.479248
	Iteration 8F: 3 clusters Score -1735883 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1737454.375000 Penalty: 3391.479248
	Iteration 9F: 3 clusters Score -1737454 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1738885.625000 Penalty: 3391.479248
	Iteration 10F: 3 clusters Score -1738886 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1739968.000000 Penalty: 3391.479248
	Iteration 11Q: 3 clusters Score -1739968 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1740683.750000 Penalty: 3391.479248
	Iteration 12Q: 3 clusters Score -1740684 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1741141.000000 Penalty: 3391.479248
	Iteration 13Q: 3 clusters Score -1741141 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1741428.750000 Penalty: 3391.479248
	Iteration 14Q: 3 clusters Score -1741429 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1741629.500000 Penalty: 3391.479248
	Iteration 15Q: 3 clusters Score -1741630 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1741777.875000 Penalty: 3391.479248
	Iteration 16Q: 3 clusters Score -1741778 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1741922.125000 Penalty: 3391.479248
	Iteration 17Q: 3 clusters Score -1741922 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1742021.500000 Penalty: 3391.479248
	Iteration 18Q: 3 clusters Score -1742022 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1742103.000000 Penalty: 3391.479248
	Iteration 19Q: 3 clusters Score -1742103 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1742177.500000 Penalty: 3391.479248
	Iteration 20F: 3 clusters Score -1742178 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1742241.375000 Penalty: 3391.479248
	Iteration 21Q: 3 clusters Score -1742241 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1742294.750000 Penalty: 3391.479248
	Iteration 22Q: 3 clusters Score -1742295 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1742330.125000 Penalty: 3391.479248
	Iteration 23Q: 3 clusters Score -1742330 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1742385.500000 Penalty: 3391.479248
	Iteration 24Q: 3 clusters Score -1742386 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1742409.375000 Penalty: 3391.479248
	Iteration 25Q: 3 clusters Score -1742409 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1742451.000000 Penalty: 3391.479248
	Iteration 26Q: 3 clusters Score -1742451 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1742479.500000 Penalty: 3391.479248
	Iteration 27Q: 3 clusters Score -1742480 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1742508.750000 Penalty: 3391.479248
	Iteration 28Q: 3 clusters Score -1742509 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1742543.625000 Penalty: 3391.479248
	Iteration 29Q: 3 clusters Score -1742544 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1742564.250000 Penalty: 3391.479248
	Iteration 30Q: 3 clusters Score -1742564 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1742590.000000 Penalty: 3391.479248
	Iteration 31Q: 3 clusters Score -1742590 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1742610.125000 Penalty: 3391.479248
	Iteration 32Q: 3 clusters Score -1742610 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1742626.875000 Penalty: 3391.479248
	Iteration 33Q: 3 clusters Score -1742627 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1742656.625000 Penalty: 3391.479248
	Iteration 34Q: 3 clusters Score -1742657 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1742674.250000 Penalty: 3391.479248
	Iteration 35Q: 3 clusters Score -1742674 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1742685.500000 Penalty: 3391.479248
	Iteration 36Q: 3 clusters Score -1742686 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1742706.750000 Penalty: 3391.479248
	Iteration 37Q: 3 clusters Score -1742707 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1742727.625000 Penalty: 3391.479248
	Iteration 38Q: 3 clusters Score -1742728 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1742734.875000 Penalty: 3391.479248
	Iteration 39Q: 3 clusters Score -1742735 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1742744.875000 Penalty: 3391.479248
	Iteration 40F: 3 clusters Score -1742745 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1742743.625000 Penalty: 3391.479248
	Iteration 41Q: 3 clusters Score -1742744 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1742757.625000 Penalty: 3391.479248
	Iteration 42Q: 3 clusters Score -1742758 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1742767.500000 Penalty: 3391.479248
	Iteration 43Q: 3 clusters Score -1742768 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1742788.250000 Penalty: 3391.479248
	Iteration 44Q: 3 clusters Score -1742788 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1742798.000000 Penalty: 3391.479248
	Iteration 45Q: 3 clusters Score -1742798 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1742808.875000 Penalty: 3391.479248
	Iteration 46Q: 3 clusters Score -1742809 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1742811.875000 Penalty: 3391.479248
	Iteration 47Q: 3 clusters Score -1742812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1742811.500000 Penalty: 3391.479248
	Iteration 48Q: 3 clusters Score -1742812 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1742824.875000 Penalty: 3391.479248
	Iteration 49Q: 3 clusters Score -1742825 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1742832.875000 Penalty: 3391.479248
	Iteration 50Q: 3 clusters Score -1742833 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1742833.375000 Penalty: 3391.479248
	Iteration 51Q: 3 clusters Score -1742833 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1742840.625000 Penalty: 3391.479248
	Iteration 52Q: 3 clusters Score -1742841 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1742846.375000 Penalty: 3391.479248
	Iteration 53Q: 3 clusters Score -1742846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1742847.125000 Penalty: 3391.479248
	Iteration 54Q: 3 clusters Score -1742847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1742846.375000 Penalty: 3391.479248
	Iteration 55Q: 3 clusters Score -1742846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1742850.625000 Penalty: 3391.479248
	Iteration 56Q: 3 clusters Score -1742851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1742852.500000 Penalty: 3391.479248
	Iteration 57Q: 3 clusters Score -1742852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1742860.375000 Penalty: 3391.479248
	Iteration 58Q: 3 clusters Score -1742860 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1742866.875000 Penalty: 3391.479248
	Iteration 59Q: 3 clusters Score -1742867 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1742876.000000 Penalty: 3391.479248
	Iteration 60F: 3 clusters Score -1742876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1742888.125000 Penalty: 3391.479248
	Iteration 61Q: 3 clusters Score -1742888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1742887.125000 Penalty: 3391.479248
	Iteration 62Q: 3 clusters Score -1742887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1742890.750000 Penalty: 3391.479248
	Iteration 63Q: 3 clusters Score -1742891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1742890.750000 Penalty: 3391.479248
	Iteration 64Q: 3 clusters Score -1742891 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1742895.125000 Penalty: 3391.479248
	Iteration 65Q: 3 clusters Score -1742895 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1742897.625000 Penalty: 3391.479248
	Iteration 66Q: 3 clusters Score -1742898 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1742909.375000 Penalty: 3391.479248
	Iteration 67Q: 3 clusters Score -1742909 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1742915.750000 Penalty: 3391.479248
	Iteration 68Q: 3 clusters Score -1742916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1742923.500000 Penalty: 3391.479248
	Iteration 69Q: 3 clusters Score -1742924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1742930.000000 Penalty: 3391.479248
	Iteration 70Q: 3 clusters Score -1742930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1742936.750000 Penalty: 3391.479248
	Iteration 71Q: 3 clusters Score -1742937 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1742947.375000 Penalty: 3391.479248
	Iteration 72Q: 3 clusters Score -1742947 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1742950.000000 Penalty: 3391.479248
	Iteration 73Q: 3 clusters Score -1742950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1742950.875000 Penalty: 3391.479248
	Iteration 74Q: 3 clusters Score -1742951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1742957.250000 Penalty: 3391.479248
	Iteration 75Q: 3 clusters Score -1742957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1742959.625000 Penalty: 3391.479248
	Iteration 76Q: 3 clusters Score -1742960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1742963.375000 Penalty: 3391.479248
	Iteration 77Q: 3 clusters Score -1742963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1742958.000000 Penalty: 3391.479248
	Iteration 78Q: 3 clusters Score -1742958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1742960.125000 Penalty: 3391.479248
	Iteration 79Q: 3 clusters Score -1742960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1742958.625000 Penalty: 3391.479248
	Iteration 80F: 3 clusters Score -1742959 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1742961.750000 Penalty: 3391.479248
	Iteration 81Q: 3 clusters Score -1742962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1742964.125000 Penalty: 3391.479248
	Iteration 82Q: 3 clusters Score -1742964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1742972.125000 Penalty: 3391.479248
	Iteration 83Q: 3 clusters Score -1742972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1742970.000000 Penalty: 3391.479248
	Iteration 84Q: 3 clusters Score -1742970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1742971.375000 Penalty: 3391.479248
	Iteration 85Q: 3 clusters Score -1742971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1742970.375000 Penalty: 3391.479248
	Iteration 86Q: 3 clusters Score -1742970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1742970.000000 Penalty: 3391.479248
	Iteration 87Q: 3 clusters Score -1742970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1742970.750000 Penalty: 3391.479248
	Iteration 88Q: 3 clusters Score -1742971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1742975.125000 Penalty: 3391.479248
	Iteration 89Q: 3 clusters Score -1742975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1742981.625000 Penalty: 3391.479248
	Iteration 90Q: 3 clusters Score -1742982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1742986.625000 Penalty: 3391.479248
	Iteration 91Q: 3 clusters Score -1742987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1742990.250000 Penalty: 3391.479248
	Iteration 92Q: 3 clusters Score -1742990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1742990.750000 Penalty: 3391.479248
	Iteration 93Q: 3 clusters Score -1742991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1742987.625000 Penalty: 3391.479248
	Iteration 94Q: 3 clusters Score -1742988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1742993.125000 Penalty: 3391.479248
	Iteration 95Q: 3 clusters Score -1742993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1742996.125000 Penalty: 3391.479248
	Iteration 96Q: 3 clusters Score -1742996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1742997.750000 Penalty: 3391.479248
	Iteration 97Q: 3 clusters Score -1742998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1743002.625000 Penalty: 3391.479248
	Iteration 98Q: 3 clusters Score -1743003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1743003.000000 Penalty: 3391.479248
	Iteration 99Q: 3 clusters Score -1743003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1743000.875000 Penalty: 3391.479248
	Iteration 100F: 3 clusters Score -1743001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1743000.625000 Penalty: 3391.479248
	Iteration 101Q: 3 clusters Score -1743001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1743004.875000 Penalty: 3391.479248
	Iteration 102Q: 3 clusters Score -1743005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1743006.750000 Penalty: 3391.479248
	Iteration 103Q: 3 clusters Score -1743007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1743005.250000 Penalty: 3391.479248
	Iteration 104Q: 3 clusters Score -1743005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1743007.875000 Penalty: 3391.479248
	Iteration 105Q: 3 clusters Score -1743008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1743008.750000 Penalty: 3391.479248
	Iteration 106Q: 3 clusters Score -1743009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1743011.000000 Penalty: 3391.479248
	Iteration 107Q: 3 clusters Score -1743011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1743011.875000 Penalty: 3391.479248
	Iteration 108Q: 3 clusters Score -1743012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1743012.250000 Penalty: 3391.479248
	Iteration 109Q: 3 clusters Score -1743012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1743012.750000 Penalty: 3391.479248
	Iteration 110Q: 3 clusters Score -1743013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1743014.625000 Penalty: 3391.479248
	Iteration 111Q: 3 clusters Score -1743015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1743015.750000 Penalty: 3391.479248
	Iteration 112Q: 3 clusters Score -1743016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1743018.375000 Penalty: 3391.479248
	Iteration 113Q: 3 clusters Score -1743018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1743019.750000 Penalty: 3391.479248
	Iteration 114Q: 3 clusters Score -1743020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1743018.375000 Penalty: 3391.479248
	Iteration 115Q: 3 clusters Score -1743018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1743016.375000 Penalty: 3391.479248
	Iteration 116Q: 3 clusters Score -1743016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1743016.375000 Penalty: 3391.479248
	Iteration 117F: 3 clusters Score -1743016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Entering Unmasked Estep 
Score: -482599.125000 Penalty: 1491.025513
	Iteration 0F: 2 clusters Score -482599.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -475765.906250 Penalty: 2982.051025
	Iteration 0F: 3 clusters Score -475765.9 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -478036.062500 Penalty: 2982.051025
	Iteration 1F: 3 clusters Score -478036.1 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -478377.937500 Penalty: 2982.051025
	Iteration 2F: 3 clusters Score -478377.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -478664.375000 Penalty: 2982.051025
	Iteration 3F: 3 clusters Score -478664.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -478977.437500 Penalty: 2982.051025
	Iteration 4F: 3 clusters Score -478977.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -479350.125000 Penalty: 2982.051025
	Iteration 5F: 3 clusters Score -479350.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -479743.812500 Penalty: 2982.051025
	Iteration 6F: 3 clusters Score -479743.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -480126.500000 Penalty: 2982.051025
	Iteration 7F: 3 clusters Score -480126.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -480455.875000 Penalty: 2982.051025
	Iteration 8Q: 3 clusters Score -480455.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -480760.937500 Penalty: 2982.051025
	Iteration 9Q: 3 clusters Score -480760.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -480966.406250 Penalty: 2982.051025
	Iteration 10Q: 3 clusters Score -480966.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -481123.406250 Penalty: 2982.051025
	Iteration 11Q: 3 clusters Score -481123.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -481221.562500 Penalty: 2982.051025
	Iteration 12Q: 3 clusters Score -481221.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -481297.593750 Penalty: 2982.051025
	Iteration 13Q: 3 clusters Score -481297.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -481347.593750 Penalty: 2982.051025
	Iteration 14Q: 3 clusters Score -481347.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -481390.125000 Penalty: 2982.051025
	Iteration 15Q: 3 clusters Score -481390.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -481425.406250 Penalty: 2982.051025
	Iteration 16Q: 3 clusters Score -481425.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -481452.812500 Penalty: 2982.051025
	Iteration 17Q: 3 clusters Score -481452.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -481477.593750 Penalty: 2982.051025
	Iteration 18Q: 3 clusters Score -481477.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -481501.156250 Penalty: 2982.051025
	Iteration 19Q: 3 clusters Score -481501.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -481529.250000 Penalty: 2982.051025
	Iteration 20F: 3 clusters Score -481529.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -481550.250000 Penalty: 2982.051025
	Iteration 21Q: 3 clusters Score -481550.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -481566.218750 Penalty: 2982.051025
	Iteration 22Q: 3 clusters Score -481566.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -481578.781250 Penalty: 2982.051025
	Iteration 23Q: 3 clusters Score -481578.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -481591.187500 Penalty: 2982.051025
	Iteration 24Q: 3 clusters Score -481591.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -481597.031250 Penalty: 2982.051025
	Iteration 25Q: 3 clusters Score -481597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -481601.750000 Penalty: 2982.051025
	Iteration 26Q: 3 clusters Score -481601.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -481606.625000 Penalty: 2982.051025
	Iteration 27Q: 3 clusters Score -481606.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -481611.093750 Penalty: 2982.051025
	Iteration 28Q: 3 clusters Score -481611.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -481611.468750 Penalty: 2982.051025
	Iteration 29Q: 3 clusters Score -481611.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -481613.062500 Penalty: 2982.051025
	Iteration 30Q: 3 clusters Score -481613.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -481614.500000 Penalty: 2982.051025
	Iteration 31Q: 3 clusters Score -481614.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -481616.843750 Penalty: 2982.051025
	Iteration 32Q: 3 clusters Score -481616.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -481620.437500 Penalty: 2982.051025
	Iteration 33Q: 3 clusters Score -481620.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -481622.156250 Penalty: 2982.051025
	Iteration 34Q: 3 clusters Score -481622.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -481621.718750 Penalty: 2982.051025
	Iteration 35Q: 3 clusters Score -481621.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -481621.718750 Penalty: 2982.051025
	Iteration 36F: 3 clusters Score -481621.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Entering Unmasked Estep 
Score: -356066.812500 Penalty: 1433.842773
	Iteration 0F: 2 clusters Score -356066.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -350923.218750 Penalty: 2867.685547
	Iteration 0F: 3 clusters Score -350923.2 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -352464.218750 Penalty: 2867.685547
	Iteration 1F: 3 clusters Score -352464.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -352686.906250 Penalty: 2867.685547
	Iteration 2F: 3 clusters Score -352686.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -352854.375000 Penalty: 2867.685547
	Iteration 3Q: 3 clusters Score -352854.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -352995.312500 Penalty: 2867.685547
	Iteration 4Q: 3 clusters Score -352995.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -353096.187500 Penalty: 2867.685547
	Iteration 5Q: 3 clusters Score -353096.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -353189.281250 Penalty: 2867.685547
	Iteration 6Q: 3 clusters Score -353189.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -353287.750000 Penalty: 2867.685547
	Iteration 7Q: 3 clusters Score -353287.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -353390.343750 Penalty: 2867.685547
	Iteration 8Q: 3 clusters Score -353390.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -353508.593750 Penalty: 2867.685547
	Iteration 9Q: 3 clusters Score -353508.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -353630.781250 Penalty: 2867.685547
	Iteration 10Q: 3 clusters Score -353630.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -353759.593750 Penalty: 2867.685547
	Iteration 11Q: 3 clusters Score -353759.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -353902.156250 Penalty: 2867.685547
	Iteration 12Q: 3 clusters Score -353902.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -354055.218750 Penalty: 2867.685547
	Iteration 13Q: 3 clusters Score -354055.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -354195.250000 Penalty: 2867.685547
	Iteration 14Q: 3 clusters Score -354195.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -354327.343750 Penalty: 2867.685547
	Iteration 15Q: 3 clusters Score -354327.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -354446.625000 Penalty: 2867.685547
	Iteration 16Q: 3 clusters Score -354446.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -354538.843750 Penalty: 2867.685547
	Iteration 17Q: 3 clusters Score -354538.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -354612.093750 Penalty: 2867.685547
	Iteration 18Q: 3 clusters Score -354612.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -354664.437500 Penalty: 2867.685547
	Iteration 19Q: 3 clusters Score -354664.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -354700.593750 Penalty: 2867.685547
	Iteration 20F: 3 clusters Score -354700.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -354720.812500 Penalty: 2867.685547
	Iteration 21Q: 3 clusters Score -354720.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -354734.000000 Penalty: 2867.685547
	Iteration 22Q: 3 clusters Score -354734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -354749.375000 Penalty: 2867.685547
	Iteration 23Q: 3 clusters Score -354749.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -354765.156250 Penalty: 2867.685547
	Iteration 24Q: 3 clusters Score -354765.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -354774.937500 Penalty: 2867.685547
	Iteration 25Q: 3 clusters Score -354774.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -354780.531250 Penalty: 2867.685547
	Iteration 26Q: 3 clusters Score -354780.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -354785.968750 Penalty: 2867.685547
	Iteration 27Q: 3 clusters Score -354786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -354788.437500 Penalty: 2867.685547
	Iteration 28Q: 3 clusters Score -354788.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -354794.281250 Penalty: 2867.685547
	Iteration 29Q: 3 clusters Score -354794.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -354799.531250 Penalty: 2867.685547
	Iteration 30Q: 3 clusters Score -354799.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -354805.750000 Penalty: 2867.685547
	Iteration 31Q: 3 clusters Score -354805.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -354814.031250 Penalty: 2867.685547
	Iteration 32Q: 3 clusters Score -354814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -354821.000000 Penalty: 2867.685547
	Iteration 33Q: 3 clusters Score -354821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -354827.312500 Penalty: 2867.685547
	Iteration 34Q: 3 clusters Score -354827.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -354833.625000 Penalty: 2867.685547
	Iteration 35Q: 3 clusters Score -354833.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -354837.750000 Penalty: 2867.685547
	Iteration 36Q: 3 clusters Score -354837.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -354839.718750 Penalty: 2867.685547
	Iteration 37Q: 3 clusters Score -354839.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -354841.062500 Penalty: 2867.685547
	Iteration 38Q: 3 clusters Score -354841.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -354841.750000 Penalty: 2867.685547
	Iteration 39Q: 3 clusters Score -354841.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -354841.750000 Penalty: 2867.685547
	Iteration 40F: 3 clusters Score -354841.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Entering Unmasked Estep 
Score: -46162.320312 Penalty: 1127.155640
	Iteration 0F: 2 clusters Score -46162.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -44695.046875 Penalty: 2254.311279
	Iteration 0F: 3 clusters Score -44695.05 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -44987.089844 Penalty: 2254.311279
	Iteration 1F: 3 clusters Score -44987.09 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -45068.800781 Penalty: 2254.311279
	Iteration 2F: 3 clusters Score -45068.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -45109.082031 Penalty: 2254.311279
	Iteration 3Q: 3 clusters Score -45109.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -45124.027344 Penalty: 2254.311279
	Iteration 4Q: 3 clusters Score -45124.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -45134.343750 Penalty: 2254.311279
	Iteration 5Q: 3 clusters Score -45134.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -45139.574219 Penalty: 2254.311279
	Iteration 6Q: 3 clusters Score -45139.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -45143.449219 Penalty: 2254.311279
	Iteration 7Q: 3 clusters Score -45143.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -45147.089844 Penalty: 2254.311279
	Iteration 8Q: 3 clusters Score -45147.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -45152.175781 Penalty: 2254.311279
	Iteration 9Q: 3 clusters Score -45152.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -45155.957031 Penalty: 2254.311279
	Iteration 10Q: 3 clusters Score -45155.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -45159.250000 Penalty: 2254.311279
	Iteration 11Q: 3 clusters Score -45159.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -45160.894531 Penalty: 2254.311279
	Iteration 12Q: 3 clusters Score -45160.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -45165.785156 Penalty: 2254.311279
	Iteration 13Q: 3 clusters Score -45165.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -45172.871094 Penalty: 2254.311279
	Iteration 14Q: 3 clusters Score -45172.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -45176.441406 Penalty: 2254.311279
	Iteration 15Q: 3 clusters Score -45176.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -45179.250000 Penalty: 2254.311279
	Iteration 16Q: 3 clusters Score -45179.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -45179.679688 Penalty: 2254.311279
	Iteration 17Q: 3 clusters Score -45179.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -45184.488281 Penalty: 2254.311279
	Iteration 18Q: 3 clusters Score -45184.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -45187.535156 Penalty: 2254.311279
	Iteration 19Q: 3 clusters Score -45187.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -45188.742188 Penalty: 2254.311279
	Iteration 20F: 3 clusters Score -45188.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -45189.808594 Penalty: 2254.311279
	Iteration 21Q: 3 clusters Score -45189.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -45191.289062 Penalty: 2254.311279
	Iteration 22Q: 3 clusters Score -45191.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -45192.058594 Penalty: 2254.311279
	Iteration 23Q: 3 clusters Score -45192.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -45192.539062 Penalty: 2254.311279
	Iteration 24Q: 3 clusters Score -45192.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -45192.781250 Penalty: 2254.311279
	Iteration 25Q: 3 clusters Score -45192.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -45193.261719 Penalty: 2254.311279
	Iteration 26Q: 3 clusters Score -45193.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -45193.261719 Penalty: 2254.311279
	Iteration 27F: 3 clusters Score -45193.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -216939.000000 Penalty: 1365.544800
	Iteration 0F: 2 clusters Score -216939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -213339.046875 Penalty: 2731.089600
	Iteration 0F: 3 clusters Score -213339 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -214396.187500 Penalty: 2731.089600
	Iteration 1F: 3 clusters Score -214396.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -214628.906250 Penalty: 2731.089600
	Iteration 2F: 3 clusters Score -214628.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -214837.015625 Penalty: 2731.089600
	Iteration 3F: 3 clusters Score -214837 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -215058.906250 Penalty: 2731.089600
	Iteration 4F: 3 clusters Score -215058.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -215202.078125 Penalty: 2731.089600
	Iteration 5Q: 3 clusters Score -215202.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -215324.812500 Penalty: 2731.089600
	Iteration 6Q: 3 clusters Score -215324.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -215429.062500 Penalty: 2731.089600
	Iteration 7Q: 3 clusters Score -215429.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -215522.843750 Penalty: 2731.089600
	Iteration 8Q: 3 clusters Score -215522.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -215606.109375 Penalty: 2731.089600
	Iteration 9Q: 3 clusters Score -215606.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -215676.859375 Penalty: 2731.089600
	Iteration 10Q: 3 clusters Score -215676.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -215741.375000 Penalty: 2731.089600
	Iteration 11Q: 3 clusters Score -215741.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -215800.937500 Penalty: 2731.089600
	Iteration 12Q: 3 clusters Score -215800.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -215841.031250 Penalty: 2731.089600
	Iteration 13Q: 3 clusters Score -215841 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -215879.828125 Penalty: 2731.089600
	Iteration 14Q: 3 clusters Score -215879.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -215909.265625 Penalty: 2731.089600
	Iteration 15Q: 3 clusters Score -215909.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -215932.765625 Penalty: 2731.089600
	Iteration 16Q: 3 clusters Score -215932.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -215955.234375 Penalty: 2731.089600
	Iteration 17Q: 3 clusters Score -215955.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -215979.921875 Penalty: 2731.089600
	Iteration 18Q: 3 clusters Score -215979.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -216001.156250 Penalty: 2731.089600
	Iteration 19Q: 3 clusters Score -216001.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -216016.484375 Penalty: 2731.089600
	Iteration 20F: 3 clusters Score -216016.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -216029.171875 Penalty: 2731.089600
	Iteration 21Q: 3 clusters Score -216029.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -216046.031250 Penalty: 2731.089600
	Iteration 22Q: 3 clusters Score -216046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -216054.984375 Penalty: 2731.089600
	Iteration 23Q: 3 clusters Score -216055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -216060.171875 Penalty: 2731.089600
	Iteration 24Q: 3 clusters Score -216060.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -216066.828125 Penalty: 2731.089600
	Iteration 25Q: 3 clusters Score -216066.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -216074.171875 Penalty: 2731.089600
	Iteration 26Q: 3 clusters Score -216074.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -216078.671875 Penalty: 2731.089600
	Iteration 27Q: 3 clusters Score -216078.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -216080.531250 Penalty: 2731.089600
	Iteration 28Q: 3 clusters Score -216080.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -216081.296875 Penalty: 2731.089600
	Iteration 29Q: 3 clusters Score -216081.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -216082.875000 Penalty: 2731.089600
	Iteration 30Q: 3 clusters Score -216082.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -216084.796875 Penalty: 2731.089600
	Iteration 31Q: 3 clusters Score -216084.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -216087.140625 Penalty: 2731.089600
	Iteration 32Q: 3 clusters Score -216087.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -216087.921875 Penalty: 2731.089600
	Iteration 33Q: 3 clusters Score -216087.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -216089.359375 Penalty: 2731.089600
	Iteration 34Q: 3 clusters Score -216089.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -216089.437500 Penalty: 2731.089600
	Iteration 35Q: 3 clusters Score -216089.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -216091.015625 Penalty: 2731.089600
	Iteration 36Q: 3 clusters Score -216091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -216091.750000 Penalty: 2731.089600
	Iteration 37Q: 3 clusters Score -216091.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -216091.828125 Penalty: 2731.089600
	Iteration 38Q: 3 clusters Score -216091.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -216092.296875 Penalty: 2731.089600
	Iteration 39Q: 3 clusters Score -216092.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -216092.468750 Penalty: 2731.089600
	Iteration 40F: 3 clusters Score -216092.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -216093.015625 Penalty: 2731.089600
	Iteration 41Q: 3 clusters Score -216093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -216094.062500 Penalty: 2731.089600
	Iteration 42Q: 3 clusters Score -216094.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -216095.343750 Penalty: 2731.089600
	Iteration 43Q: 3 clusters Score -216095.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -216096.562500 Penalty: 2731.089600
	Iteration 44Q: 3 clusters Score -216096.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -216097.781250 Penalty: 2731.089600
	Iteration 45Q: 3 clusters Score -216097.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -216098.859375 Penalty: 2731.089600
	Iteration 46Q: 3 clusters Score -216098.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -216100.234375 Penalty: 2731.089600
	Iteration 47Q: 3 clusters Score -216100.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -216102.500000 Penalty: 2731.089600
	Iteration 48Q: 3 clusters Score -216102.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -216104.875000 Penalty: 2731.089600
	Iteration 49Q: 3 clusters Score -216104.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -216107.562500 Penalty: 2731.089600
	Iteration 50Q: 3 clusters Score -216107.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -216111.968750 Penalty: 2731.089600
	Iteration 51Q: 3 clusters Score -216112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -216115.578125 Penalty: 2731.089600
	Iteration 52Q: 3 clusters Score -216115.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -216117.484375 Penalty: 2731.089600
	Iteration 53Q: 3 clusters Score -216117.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -216119.484375 Penalty: 2731.089600
	Iteration 54Q: 3 clusters Score -216119.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -216120.453125 Penalty: 2731.089600
	Iteration 55Q: 3 clusters Score -216120.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -216121.921875 Penalty: 2731.089600
	Iteration 56Q: 3 clusters Score -216121.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -216122.187500 Penalty: 2731.089600
	Iteration 57Q: 3 clusters Score -216122.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -216122.703125 Penalty: 2731.089600
	Iteration 58Q: 3 clusters Score -216122.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -216122.765625 Penalty: 2731.089600
	Iteration 59Q: 3 clusters Score -216122.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -216123.515625 Penalty: 2731.089600
	Iteration 60F: 3 clusters Score -216123.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -216123.843750 Penalty: 2731.089600
	Iteration 61Q: 3 clusters Score -216123.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -216124.687500 Penalty: 2731.089600
	Iteration 62Q: 3 clusters Score -216124.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -216126.140625 Penalty: 2731.089600
	Iteration 63Q: 3 clusters Score -216126.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -216127.406250 Penalty: 2731.089600
	Iteration 64Q: 3 clusters Score -216127.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -216128.218750 Penalty: 2731.089600
	Iteration 65Q: 3 clusters Score -216128.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -216129.593750 Penalty: 2731.089600
	Iteration 66Q: 3 clusters Score -216129.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -216131.328125 Penalty: 2731.089600
	Iteration 67Q: 3 clusters Score -216131.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -216131.921875 Penalty: 2731.089600
	Iteration 68Q: 3 clusters Score -216131.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -216132.484375 Penalty: 2731.089600
	Iteration 69Q: 3 clusters Score -216132.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -216133.062500 Penalty: 2731.089600
	Iteration 70Q: 3 clusters Score -216133.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -216133.828125 Penalty: 2731.089600
	Iteration 71Q: 3 clusters Score -216133.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -216134.265625 Penalty: 2731.089600
	Iteration 72Q: 3 clusters Score -216134.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -216134.578125 Penalty: 2731.089600
	Iteration 73Q: 3 clusters Score -216134.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -216135.250000 Penalty: 2731.089600
	Iteration 74Q: 3 clusters Score -216135.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -216135.625000 Penalty: 2731.089600
	Iteration 75Q: 3 clusters Score -216135.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -216135.625000 Penalty: 2731.089600
	Iteration 76F: 3 clusters Score -216135.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Entering Unmasked Estep 
Score: -494319.593750 Penalty: 1479.937866
	Iteration 0F: 2 clusters Score -494319.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -487760.343750 Penalty: 2959.875732
	Iteration 0F: 3 clusters Score -487760.3 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -489777.156250 Penalty: 2959.875732
	Iteration 1F: 3 clusters Score -489777.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -489957.125000 Penalty: 2959.875732
	Iteration 2F: 3 clusters Score -489957.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -490087.125000 Penalty: 2959.875732
	Iteration 3Q: 3 clusters Score -490087.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -490187.687500 Penalty: 2959.875732
	Iteration 4Q: 3 clusters Score -490187.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -490278.093750 Penalty: 2959.875732
	Iteration 5Q: 3 clusters Score -490278.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -490350.781250 Penalty: 2959.875732
	Iteration 6Q: 3 clusters Score -490350.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -490429.906250 Penalty: 2959.875732
	Iteration 7Q: 3 clusters Score -490429.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -490520.437500 Penalty: 2959.875732
	Iteration 8Q: 3 clusters Score -490520.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -490616.000000 Penalty: 2959.875732
	Iteration 9Q: 3 clusters Score -490616 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -490736.500000 Penalty: 2959.875732
	Iteration 10Q: 3 clusters Score -490736.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -490890.343750 Penalty: 2959.875732
	Iteration 11Q: 3 clusters Score -490890.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -491061.781250 Penalty: 2959.875732
	Iteration 12Q: 3 clusters Score -491061.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -491248.062500 Penalty: 2959.875732
	Iteration 13Q: 3 clusters Score -491248.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -491468.593750 Penalty: 2959.875732
	Iteration 14Q: 3 clusters Score -491468.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -491679.968750 Penalty: 2959.875732
	Iteration 15Q: 3 clusters Score -491680 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -491883.906250 Penalty: 2959.875732
	Iteration 16Q: 3 clusters Score -491883.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -492077.750000 Penalty: 2959.875732
	Iteration 17Q: 3 clusters Score -492077.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -492228.968750 Penalty: 2959.875732
	Iteration 18Q: 3 clusters Score -492229 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -492352.562500 Penalty: 2959.875732
	Iteration 19Q: 3 clusters Score -492352.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -492445.031250 Penalty: 2959.875732
	Iteration 20F: 3 clusters Score -492445 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -492522.437500 Penalty: 2959.875732
	Iteration 21Q: 3 clusters Score -492522.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -492595.281250 Penalty: 2959.875732
	Iteration 22Q: 3 clusters Score -492595.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -492658.781250 Penalty: 2959.875732
	Iteration 23Q: 3 clusters Score -492658.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -492715.531250 Penalty: 2959.875732
	Iteration 24Q: 3 clusters Score -492715.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -492764.250000 Penalty: 2959.875732
	Iteration 25Q: 3 clusters Score -492764.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -492808.468750 Penalty: 2959.875732
	Iteration 26Q: 3 clusters Score -492808.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -492849.937500 Penalty: 2959.875732
	Iteration 27Q: 3 clusters Score -492849.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -492886.812500 Penalty: 2959.875732
	Iteration 28Q: 3 clusters Score -492886.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -492919.250000 Penalty: 2959.875732
	Iteration 29Q: 3 clusters Score -492919.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -492945.562500 Penalty: 2959.875732
	Iteration 30Q: 3 clusters Score -492945.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -492963.218750 Penalty: 2959.875732
	Iteration 31Q: 3 clusters Score -492963.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -492975.343750 Penalty: 2959.875732
	Iteration 32Q: 3 clusters Score -492975.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -492982.937500 Penalty: 2959.875732
	Iteration 33Q: 3 clusters Score -492982.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -492988.781250 Penalty: 2959.875732
	Iteration 34Q: 3 clusters Score -492988.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -492993.968750 Penalty: 2959.875732
	Iteration 35Q: 3 clusters Score -492994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -492999.562500 Penalty: 2959.875732
	Iteration 36Q: 3 clusters Score -492999.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -493001.500000 Penalty: 2959.875732
	Iteration 37Q: 3 clusters Score -493001.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -493006.468750 Penalty: 2959.875732
	Iteration 38Q: 3 clusters Score -493006.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -493013.156250 Penalty: 2959.875732
	Iteration 39Q: 3 clusters Score -493013.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -493016.718750 Penalty: 2959.875732
	Iteration 40F: 3 clusters Score -493016.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -493022.875000 Penalty: 2959.875732
	Iteration 41Q: 3 clusters Score -493022.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -493028.656250 Penalty: 2959.875732
	Iteration 42Q: 3 clusters Score -493028.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -493033.250000 Penalty: 2959.875732
	Iteration 43Q: 3 clusters Score -493033.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -493033.875000 Penalty: 2959.875732
	Iteration 44Q: 3 clusters Score -493033.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -493034.781250 Penalty: 2959.875732
	Iteration 45Q: 3 clusters Score -493034.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -493034.781250 Penalty: 2959.875732
	Iteration 46F: 3 clusters Score -493034.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Entering Unmasked Estep 
Score: -662245.250000 Penalty: 1525.316040
	Iteration 0F: 2 clusters Score -662245.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -653859.000000 Penalty: 3050.632080
	Iteration 0F: 3 clusters Score -653859 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -656678.500000 Penalty: 3050.632080
	Iteration 1F: 3 clusters Score -656678.5 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -656966.500000 Penalty: 3050.632080
	Iteration 2F: 3 clusters Score -656966.5 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -657229.875000 Penalty: 3050.632080
	Iteration 3Q: 3 clusters Score -657229.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -657489.562500 Penalty: 3050.632080
	Iteration 4Q: 3 clusters Score -657489.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -657763.500000 Penalty: 3050.632080
	Iteration 5Q: 3 clusters Score -657763.5 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -658030.875000 Penalty: 3050.632080
	Iteration 6Q: 3 clusters Score -658030.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -658308.937500 Penalty: 3050.632080
	Iteration 7Q: 3 clusters Score -658308.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -658666.562500 Penalty: 3050.632080
	Iteration 8Q: 3 clusters Score -658666.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -658966.062500 Penalty: 3050.632080
	Iteration 9Q: 3 clusters Score -658966.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -659204.437500 Penalty: 3050.632080
	Iteration 10Q: 3 clusters Score -659204.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -659375.062500 Penalty: 3050.632080
	Iteration 11Q: 3 clusters Score -659375.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -659482.250000 Penalty: 3050.632080
	Iteration 12Q: 3 clusters Score -659482.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -659546.375000 Penalty: 3050.632080
	Iteration 13Q: 3 clusters Score -659546.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -659593.687500 Penalty: 3050.632080
	Iteration 14Q: 3 clusters Score -659593.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -659628.000000 Penalty: 3050.632080
	Iteration 15Q: 3 clusters Score -659628 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -659654.625000 Penalty: 3050.632080
	Iteration 16Q: 3 clusters Score -659654.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -659678.687500 Penalty: 3050.632080
	Iteration 17Q: 3 clusters Score -659678.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -659697.625000 Penalty: 3050.632080
	Iteration 18Q: 3 clusters Score -659697.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -659716.437500 Penalty: 3050.632080
	Iteration 19Q: 3 clusters Score -659716.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -659731.125000 Penalty: 3050.632080
	Iteration 20F: 3 clusters Score -659731.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -659747.312500 Penalty: 3050.632080
	Iteration 21Q: 3 clusters Score -659747.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -659770.062500 Penalty: 3050.632080
	Iteration 22Q: 3 clusters Score -659770.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -659798.125000 Penalty: 3050.632080
	Iteration 23Q: 3 clusters Score -659798.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -659819.187500 Penalty: 3050.632080
	Iteration 24Q: 3 clusters Score -659819.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -659837.375000 Penalty: 3050.632080
	Iteration 25Q: 3 clusters Score -659837.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -659847.312500 Penalty: 3050.632080
	Iteration 26Q: 3 clusters Score -659847.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -659857.125000 Penalty: 3050.632080
	Iteration 27Q: 3 clusters Score -659857.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -659866.562500 Penalty: 3050.632080
	Iteration 28Q: 3 clusters Score -659866.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -659880.312500 Penalty: 3050.632080
	Iteration 29Q: 3 clusters Score -659880.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -659889.687500 Penalty: 3050.632080
	Iteration 30Q: 3 clusters Score -659889.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -659898.375000 Penalty: 3050.632080
	Iteration 31Q: 3 clusters Score -659898.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -659905.625000 Penalty: 3050.632080
	Iteration 32Q: 3 clusters Score -659905.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -659911.187500 Penalty: 3050.632080
	Iteration 33Q: 3 clusters Score -659911.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -659919.937500 Penalty: 3050.632080
	Iteration 34Q: 3 clusters Score -659919.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -659925.937500 Penalty: 3050.632080
	Iteration 35Q: 3 clusters Score -659925.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -659932.875000 Penalty: 3050.632080
	Iteration 36Q: 3 clusters Score -659932.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -659941.625000 Penalty: 3050.632080
	Iteration 37Q: 3 clusters Score -659941.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -659952.812500 Penalty: 3050.632080
	Iteration 38Q: 3 clusters Score -659952.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -659962.562500 Penalty: 3050.632080
	Iteration 39Q: 3 clusters Score -659962.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -659970.000000 Penalty: 3050.632080
	Iteration 40F: 3 clusters Score -659970 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -659977.562500 Penalty: 3050.632080
	Iteration 41Q: 3 clusters Score -659977.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -659978.562500 Penalty: 3050.632080
	Iteration 42Q: 3 clusters Score -659978.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -659984.437500 Penalty: 3050.632080
	Iteration 43Q: 3 clusters Score -659984.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -659985.875000 Penalty: 3050.632080
	Iteration 44Q: 3 clusters Score -659985.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -659989.187500 Penalty: 3050.632080
	Iteration 45Q: 3 clusters Score -659989.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -659995.500000 Penalty: 3050.632080
	Iteration 46Q: 3 clusters Score -659995.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -659998.687500 Penalty: 3050.632080
	Iteration 47Q: 3 clusters Score -659998.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -660005.562500 Penalty: 3050.632080
	Iteration 48Q: 3 clusters Score -660005.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -660009.500000 Penalty: 3050.632080
	Iteration 49Q: 3 clusters Score -660009.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -660011.625000 Penalty: 3050.632080
	Iteration 50Q: 3 clusters Score -660011.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -660013.375000 Penalty: 3050.632080
	Iteration 51Q: 3 clusters Score -660013.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -660017.500000 Penalty: 3050.632080
	Iteration 52Q: 3 clusters Score -660017.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -660020.187500 Penalty: 3050.632080
	Iteration 53Q: 3 clusters Score -660020.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -660024.437500 Penalty: 3050.632080
	Iteration 54Q: 3 clusters Score -660024.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -660024.625000 Penalty: 3050.632080
	Iteration 55Q: 3 clusters Score -660024.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -660027.375000 Penalty: 3050.632080
	Iteration 56Q: 3 clusters Score -660027.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -660030.000000 Penalty: 3050.632080
	Iteration 57Q: 3 clusters Score -660030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -660031.750000 Penalty: 3050.632080
	Iteration 58Q: 3 clusters Score -660031.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -660033.250000 Penalty: 3050.632080
	Iteration 59Q: 3 clusters Score -660033.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -660036.625000 Penalty: 3050.632080
	Iteration 60F: 3 clusters Score -660036.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -660041.562500 Penalty: 3050.632080
	Iteration 61Q: 3 clusters Score -660041.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -660043.812500 Penalty: 3050.632080
	Iteration 62Q: 3 clusters Score -660043.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -660048.250000 Penalty: 3050.632080
	Iteration 63Q: 3 clusters Score -660048.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -660053.062500 Penalty: 3050.632080
	Iteration 64Q: 3 clusters Score -660053.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -660054.750000 Penalty: 3050.632080
	Iteration 65Q: 3 clusters Score -660054.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -660058.062500 Penalty: 3050.632080
	Iteration 66Q: 3 clusters Score -660058.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -660066.125000 Penalty: 3050.632080
	Iteration 67Q: 3 clusters Score -660066.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -660069.375000 Penalty: 3050.632080
	Iteration 68Q: 3 clusters Score -660069.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -660074.937500 Penalty: 3050.632080
	Iteration 69Q: 3 clusters Score -660074.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -660079.375000 Penalty: 3050.632080
	Iteration 70Q: 3 clusters Score -660079.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -660082.500000 Penalty: 3050.632080
	Iteration 71Q: 3 clusters Score -660082.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -660084.562500 Penalty: 3050.632080
	Iteration 72Q: 3 clusters Score -660084.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -660087.625000 Penalty: 3050.632080
	Iteration 73Q: 3 clusters Score -660087.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -660090.187500 Penalty: 3050.632080
	Iteration 74Q: 3 clusters Score -660090.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -660090.625000 Penalty: 3050.632080
	Iteration 75Q: 3 clusters Score -660090.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -660092.250000 Penalty: 3050.632080
	Iteration 76Q: 3 clusters Score -660092.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -660093.562500 Penalty: 3050.632080
	Iteration 77Q: 3 clusters Score -660093.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -660094.312500 Penalty: 3050.632080
	Iteration 78Q: 3 clusters Score -660094.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -660096.375000 Penalty: 3050.632080
	Iteration 79Q: 3 clusters Score -660096.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -660096.000000 Penalty: 3050.632080
	Iteration 80F: 3 clusters Score -660096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -660099.562500 Penalty: 3050.632080
	Iteration 81Q: 3 clusters Score -660099.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -660098.687500 Penalty: 3050.632080
	Iteration 82Q: 3 clusters Score -660098.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -660100.187500 Penalty: 3050.632080
	Iteration 83Q: 3 clusters Score -660100.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -660098.812500 Penalty: 3050.632080
	Iteration 84Q: 3 clusters Score -660098.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -660098.500000 Penalty: 3050.632080
	Iteration 85Q: 3 clusters Score -660098.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -660098.437500 Penalty: 3050.632080
	Iteration 86Q: 3 clusters Score -660098.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -660100.687500 Penalty: 3050.632080
	Iteration 87Q: 3 clusters Score -660100.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -660100.687500 Penalty: 3050.632080
	Iteration 88F: 3 clusters Score -660100.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Entering Unmasked Estep 
Score: -491716.531250 Penalty: 1501.436279
	Iteration 0F: 2 clusters Score -491716.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -484363.093750 Penalty: 3002.872559
	Iteration 0F: 3 clusters Score -484363.1 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -486844.656250 Penalty: 3002.872559
	Iteration 1F: 3 clusters Score -486844.7 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -487108.218750 Penalty: 3002.872559
	Iteration 2F: 3 clusters Score -487108.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -487334.593750 Penalty: 3002.872559
	Iteration 3F: 3 clusters Score -487334.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -487556.281250 Penalty: 3002.872559
	Iteration 4Q: 3 clusters Score -487556.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -487787.843750 Penalty: 3002.872559
	Iteration 5Q: 3 clusters Score -487787.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -488049.218750 Penalty: 3002.872559
	Iteration 6Q: 3 clusters Score -488049.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -488346.718750 Penalty: 3002.872559
	Iteration 7Q: 3 clusters Score -488346.7 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -488685.937500 Penalty: 3002.872559
	Iteration 8Q: 3 clusters Score -488685.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -489073.718750 Penalty: 3002.872559
	Iteration 9Q: 3 clusters Score -489073.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -489474.312500 Penalty: 3002.872559
	Iteration 10Q: 3 clusters Score -489474.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -489795.625000 Penalty: 3002.872559
	Iteration 11Q: 3 clusters Score -489795.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -490027.906250 Penalty: 3002.872559
	Iteration 12Q: 3 clusters Score -490027.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -490181.281250 Penalty: 3002.872559
	Iteration 13Q: 3 clusters Score -490181.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -490296.750000 Penalty: 3002.872559
	Iteration 14Q: 3 clusters Score -490296.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -490367.468750 Penalty: 3002.872559
	Iteration 15Q: 3 clusters Score -490367.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -490424.562500 Penalty: 3002.872559
	Iteration 16Q: 3 clusters Score -490424.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -490467.000000 Penalty: 3002.872559
	Iteration 17Q: 3 clusters Score -490467 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -490497.218750 Penalty: 3002.872559
	Iteration 18Q: 3 clusters Score -490497.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -490521.718750 Penalty: 3002.872559
	Iteration 19Q: 3 clusters Score -490521.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -490540.781250 Penalty: 3002.872559
	Iteration 20F: 3 clusters Score -490540.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -490554.656250 Penalty: 3002.872559
	Iteration 21Q: 3 clusters Score -490554.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -490565.187500 Penalty: 3002.872559
	Iteration 22Q: 3 clusters Score -490565.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -490572.843750 Penalty: 3002.872559
	Iteration 23Q: 3 clusters Score -490572.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -490575.906250 Penalty: 3002.872559
	Iteration 24Q: 3 clusters Score -490575.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -490577.531250 Penalty: 3002.872559
	Iteration 25Q: 3 clusters Score -490577.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -490578.843750 Penalty: 3002.872559
	Iteration 26Q: 3 clusters Score -490578.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -490579.562500 Penalty: 3002.872559
	Iteration 27Q: 3 clusters Score -490579.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -490580.093750 Penalty: 3002.872559
	Iteration 28Q: 3 clusters Score -490580.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -490580.906250 Penalty: 3002.872559
	Iteration 29Q: 3 clusters Score -490580.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -490581.125000 Penalty: 3002.872559
	Iteration 30Q: 3 clusters Score -490581.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -490581.406250 Penalty: 3002.872559
	Iteration 31Q: 3 clusters Score -490581.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -490580.593750 Penalty: 3002.872559
	Iteration 32Q: 3 clusters Score -490580.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -490581.000000 Penalty: 3002.872559
	Iteration 33Q: 3 clusters Score -490581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -490581.562500 Penalty: 3002.872559
	Iteration 34Q: 3 clusters Score -490581.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -490581.812500 Penalty: 3002.872559
	Iteration 35Q: 3 clusters Score -490581.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -490581.812500 Penalty: 3002.872559
	Iteration 36F: 3 clusters Score -490581.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Entering Unmasked Estep 
Score: -189522.328125 Penalty: 1347.213379
	Iteration 0F: 2 clusters Score -189522.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -186143.843750 Penalty: 2694.426758
	Iteration 0F: 3 clusters Score -186143.8 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -187195.328125 Penalty: 2694.426758
	Iteration 1F: 3 clusters Score -187195.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -187755.578125 Penalty: 2694.426758
	Iteration 2F: 3 clusters Score -187755.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -188266.296875 Penalty: 2694.426758
	Iteration 3F: 3 clusters Score -188266.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -188557.515625 Penalty: 2694.426758
	Iteration 4F: 3 clusters Score -188557.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -188765.265625 Penalty: 2694.426758
	Iteration 5F: 3 clusters Score -188765.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -188963.953125 Penalty: 2694.426758
	Iteration 6Q: 3 clusters Score -188964 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -189157.625000 Penalty: 2694.426758
	Iteration 7Q: 3 clusters Score -189157.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -189317.109375 Penalty: 2694.426758
	Iteration 8Q: 3 clusters Score -189317.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -189404.046875 Penalty: 2694.426758
	Iteration 9Q: 3 clusters Score -189404 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -189463.250000 Penalty: 2694.426758
	Iteration 10Q: 3 clusters Score -189463.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -189490.656250 Penalty: 2694.426758
	Iteration 11Q: 3 clusters Score -189490.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -189502.000000 Penalty: 2694.426758
	Iteration 12Q: 3 clusters Score -189502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -189512.062500 Penalty: 2694.426758
	Iteration 13Q: 3 clusters Score -189512.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -189515.046875 Penalty: 2694.426758
	Iteration 14Q: 3 clusters Score -189515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -189517.312500 Penalty: 2694.426758
	Iteration 15Q: 3 clusters Score -189517.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -189518.015625 Penalty: 2694.426758
	Iteration 16Q: 3 clusters Score -189518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -189518.218750 Penalty: 2694.426758
	Iteration 17Q: 3 clusters Score -189518.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -189518.531250 Penalty: 2694.426758
	Iteration 18Q: 3 clusters Score -189518.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -189518.531250 Penalty: 2694.426758
	Iteration 19F: 3 clusters Score -189518.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -78844.859375 Penalty: 1224.225220
	Iteration 0F: 2 clusters Score -78844.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -76865.304688 Penalty: 2448.450439
	Iteration 0F: 3 clusters Score -76865.3 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -77468.523438 Penalty: 2448.450439
	Iteration 1F: 3 clusters Score -77468.52 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -77858.515625 Penalty: 2448.450439
	Iteration 2F: 3 clusters Score -77858.52 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -78407.984375 Penalty: 2448.450439
	Iteration 3F: 3 clusters Score -78407.98 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -78968.101562 Penalty: 2448.450439
	Iteration 4F: 3 clusters Score -78968.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -79305.460938 Penalty: 2448.450439
	Iteration 5F: 3 clusters Score -79305.46 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -79389.859375 Penalty: 2448.450439
	Iteration 6Q: 3 clusters Score -79389.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -79414.023438 Penalty: 2448.450439
	Iteration 7Q: 3 clusters Score -79414.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -79419.328125 Penalty: 2448.450439
	Iteration 8Q: 3 clusters Score -79419.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -79419.632812 Penalty: 2448.450439
	Iteration 9Q: 3 clusters Score -79419.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -79419.632812 Penalty: 2448.450439
	Iteration 10F: 3 clusters Score -79419.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 298812 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 72867 members 
Mstep: Class 4 contains 28541 members 
Mstep: Class 5 contains 89227 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14423 members 
Mstep: Class 9 contains 59188 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 34041 members 
Mstep: Class 12 contains 9658 members 
Mstep: Class 13 contains 6793 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4462 members 
Mstep: Class 16 contains 9021 members 
Mstep: Class 17 contains 11927 members 
Mstep: Class 18 contains 10297 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 978 members 
Mstep: Class 21 contains 10118 members 
Mstep: Class 22 contains 3073 members 
Mstep: Class 23 contains 6125 members 
Mstep: Class 24 contains 1742 members 
Mstep: Class 25 contains 892 members 
Entering Unmasked Estep 
Score: -35923484.000000 Penalty: 54738.777344
Splitting cluster 20 changes total score from -35923884.000000 to -35923484.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (10118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Entering Unmasked Estep 
Score: -471503.500000 Penalty: 1498.586670
	Iteration 0F: 2 clusters Score -471503.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -464293.281250 Penalty: 2997.173340
	Iteration 0F: 3 clusters Score -464293.3 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -466704.625000 Penalty: 2997.173340
	Iteration 1F: 3 clusters Score -466704.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -466978.687500 Penalty: 2997.173340
	Iteration 2F: 3 clusters Score -466978.7 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -467207.937500 Penalty: 2997.173340
	Iteration 3F: 3 clusters Score -467207.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -467416.062500 Penalty: 2997.173340
	Iteration 4Q: 3 clusters Score -467416.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -467647.718750 Penalty: 2997.173340
	Iteration 5Q: 3 clusters Score -467647.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -467939.812500 Penalty: 2997.173340
	Iteration 6Q: 3 clusters Score -467939.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -468211.968750 Penalty: 2997.173340
	Iteration 7Q: 3 clusters Score -468212 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -468509.656250 Penalty: 2997.173340
	Iteration 8Q: 3 clusters Score -468509.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -468829.156250 Penalty: 2997.173340
	Iteration 9Q: 3 clusters Score -468829.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -469102.468750 Penalty: 2997.173340
	Iteration 10Q: 3 clusters Score -469102.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -469299.750000 Penalty: 2997.173340
	Iteration 11Q: 3 clusters Score -469299.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -469439.906250 Penalty: 2997.173340
	Iteration 12Q: 3 clusters Score -469439.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -469538.218750 Penalty: 2997.173340
	Iteration 13Q: 3 clusters Score -469538.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -469607.593750 Penalty: 2997.173340
	Iteration 14Q: 3 clusters Score -469607.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -469664.187500 Penalty: 2997.173340
	Iteration 15Q: 3 clusters Score -469664.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -469727.968750 Penalty: 2997.173340
	Iteration 16Q: 3 clusters Score -469728 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -469785.250000 Penalty: 2997.173340
	Iteration 17Q: 3 clusters Score -469785.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -469829.906250 Penalty: 2997.173340
	Iteration 18Q: 3 clusters Score -469829.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -469868.656250 Penalty: 2997.173340
	Iteration 19Q: 3 clusters Score -469868.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -469903.750000 Penalty: 2997.173340
	Iteration 20F: 3 clusters Score -469903.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -469930.687500 Penalty: 2997.173340
	Iteration 21Q: 3 clusters Score -469930.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -469959.968750 Penalty: 2997.173340
	Iteration 22Q: 3 clusters Score -469960 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -469988.281250 Penalty: 2997.173340
	Iteration 23Q: 3 clusters Score -469988.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -470011.406250 Penalty: 2997.173340
	Iteration 24Q: 3 clusters Score -470011.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -470032.531250 Penalty: 2997.173340
	Iteration 25Q: 3 clusters Score -470032.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -470047.187500 Penalty: 2997.173340
	Iteration 26Q: 3 clusters Score -470047.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -470061.531250 Penalty: 2997.173340
	Iteration 27Q: 3 clusters Score -470061.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -470074.281250 Penalty: 2997.173340
	Iteration 28Q: 3 clusters Score -470074.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -470086.687500 Penalty: 2997.173340
	Iteration 29Q: 3 clusters Score -470086.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -470100.500000 Penalty: 2997.173340
	Iteration 30Q: 3 clusters Score -470100.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -470110.156250 Penalty: 2997.173340
	Iteration 31Q: 3 clusters Score -470110.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -470116.281250 Penalty: 2997.173340
	Iteration 32Q: 3 clusters Score -470116.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -470124.968750 Penalty: 2997.173340
	Iteration 33Q: 3 clusters Score -470125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -470132.406250 Penalty: 2997.173340
	Iteration 34Q: 3 clusters Score -470132.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -470138.593750 Penalty: 2997.173340
	Iteration 35Q: 3 clusters Score -470138.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -470146.718750 Penalty: 2997.173340
	Iteration 36Q: 3 clusters Score -470146.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -470154.812500 Penalty: 2997.173340
	Iteration 37Q: 3 clusters Score -470154.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -470162.468750 Penalty: 2997.173340
	Iteration 38Q: 3 clusters Score -470162.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -470171.781250 Penalty: 2997.173340
	Iteration 39Q: 3 clusters Score -470171.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -470176.406250 Penalty: 2997.173340
	Iteration 40F: 3 clusters Score -470176.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -470182.500000 Penalty: 2997.173340
	Iteration 41Q: 3 clusters Score -470182.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -470190.437500 Penalty: 2997.173340
	Iteration 42Q: 3 clusters Score -470190.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -470196.750000 Penalty: 2997.173340
	Iteration 43Q: 3 clusters Score -470196.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -470209.437500 Penalty: 2997.173340
	Iteration 44Q: 3 clusters Score -470209.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -470218.843750 Penalty: 2997.173340
	Iteration 45Q: 3 clusters Score -470218.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -470226.406250 Penalty: 2997.173340
	Iteration 46Q: 3 clusters Score -470226.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -470235.906250 Penalty: 2997.173340
	Iteration 47Q: 3 clusters Score -470235.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -470240.718750 Penalty: 2997.173340
	Iteration 48Q: 3 clusters Score -470240.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -470245.468750 Penalty: 2997.173340
	Iteration 49Q: 3 clusters Score -470245.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -470248.937500 Penalty: 2997.173340
	Iteration 50Q: 3 clusters Score -470248.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -470250.312500 Penalty: 2997.173340
	Iteration 51Q: 3 clusters Score -470250.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -470250.875000 Penalty: 2997.173340
	Iteration 52Q: 3 clusters Score -470250.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -470253.218750 Penalty: 2997.173340
	Iteration 53Q: 3 clusters Score -470253.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -470255.937500 Penalty: 2997.173340
	Iteration 54Q: 3 clusters Score -470255.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -470259.156250 Penalty: 2997.173340
	Iteration 55Q: 3 clusters Score -470259.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -470262.593750 Penalty: 2997.173340
	Iteration 56Q: 3 clusters Score -470262.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -470264.000000 Penalty: 2997.173340
	Iteration 57Q: 3 clusters Score -470264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -470266.125000 Penalty: 2997.173340
	Iteration 58Q: 3 clusters Score -470266.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -470267.250000 Penalty: 2997.173340
	Iteration 59Q: 3 clusters Score -470267.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -470269.781250 Penalty: 2997.173340
	Iteration 60F: 3 clusters Score -470269.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -470271.625000 Penalty: 2997.173340
	Iteration 61Q: 3 clusters Score -470271.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -470272.031250 Penalty: 2997.173340
	Iteration 62Q: 3 clusters Score -470272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -470272.968750 Penalty: 2997.173340
	Iteration 63Q: 3 clusters Score -470273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -470274.656250 Penalty: 2997.173340
	Iteration 64Q: 3 clusters Score -470274.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -470274.906250 Penalty: 2997.173340
	Iteration 65Q: 3 clusters Score -470274.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -470276.125000 Penalty: 2997.173340
	Iteration 66Q: 3 clusters Score -470276.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -470277.031250 Penalty: 2997.173340
	Iteration 67Q: 3 clusters Score -470277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -470279.875000 Penalty: 2997.173340
	Iteration 68Q: 3 clusters Score -470279.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -470280.843750 Penalty: 2997.173340
	Iteration 69Q: 3 clusters Score -470280.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -470283.593750 Penalty: 2997.173340
	Iteration 70Q: 3 clusters Score -470283.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -470284.250000 Penalty: 2997.173340
	Iteration 71Q: 3 clusters Score -470284.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -470285.500000 Penalty: 2997.173340
	Iteration 72Q: 3 clusters Score -470285.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -470286.312500 Penalty: 2997.173340
	Iteration 73Q: 3 clusters Score -470286.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -470287.093750 Penalty: 2997.173340
	Iteration 74Q: 3 clusters Score -470287.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -470288.843750 Penalty: 2997.173340
	Iteration 75Q: 3 clusters Score -470288.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -470292.562500 Penalty: 2997.173340
	Iteration 76Q: 3 clusters Score -470292.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -470293.156250 Penalty: 2997.173340
	Iteration 77Q: 3 clusters Score -470293.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -470293.156250 Penalty: 2997.173340
	Iteration 78F: 3 clusters Score -470293.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Entering Unmasked Estep 
Score: -115746.210938 Penalty: 1304.941650
	Iteration 0F: 2 clusters Score -115746.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -112953.867188 Penalty: 2609.883301
	Iteration 0F: 3 clusters Score -112953.9 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -113766.304688 Penalty: 2609.883301
	Iteration 1F: 3 clusters Score -113766.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -114107.687500 Penalty: 2609.883301
	Iteration 2F: 3 clusters Score -114107.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -114409.601562 Penalty: 2609.883301
	Iteration 3F: 3 clusters Score -114409.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -114641.367188 Penalty: 2609.883301
	Iteration 4F: 3 clusters Score -114641.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -114798.382812 Penalty: 2609.883301
	Iteration 5F: 3 clusters Score -114798.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -114917.781250 Penalty: 2609.883301
	Iteration 6Q: 3 clusters Score -114917.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -115016.484375 Penalty: 2609.883301
	Iteration 7Q: 3 clusters Score -115016.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -115072.265625 Penalty: 2609.883301
	Iteration 8Q: 3 clusters Score -115072.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -115102.773438 Penalty: 2609.883301
	Iteration 9Q: 3 clusters Score -115102.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -115124.726562 Penalty: 2609.883301
	Iteration 10Q: 3 clusters Score -115124.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -115135.328125 Penalty: 2609.883301
	Iteration 11Q: 3 clusters Score -115135.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -115143.554688 Penalty: 2609.883301
	Iteration 12Q: 3 clusters Score -115143.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -115148.070312 Penalty: 2609.883301
	Iteration 13Q: 3 clusters Score -115148.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -115150.210938 Penalty: 2609.883301
	Iteration 14Q: 3 clusters Score -115150.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -115151.515625 Penalty: 2609.883301
	Iteration 15Q: 3 clusters Score -115151.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -115156.632812 Penalty: 2609.883301
	Iteration 16Q: 3 clusters Score -115156.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -115159.992188 Penalty: 2609.883301
	Iteration 17Q: 3 clusters Score -115160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -115163.968750 Penalty: 2609.883301
	Iteration 18Q: 3 clusters Score -115164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -115166.625000 Penalty: 2609.883301
	Iteration 19Q: 3 clusters Score -115166.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -115167.617188 Penalty: 2609.883301
	Iteration 20F: 3 clusters Score -115167.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -115169.093750 Penalty: 2609.883301
	Iteration 21Q: 3 clusters Score -115169.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -115170.101562 Penalty: 2609.883301
	Iteration 22Q: 3 clusters Score -115170.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -115171.218750 Penalty: 2609.883301
	Iteration 23Q: 3 clusters Score -115171.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -115171.812500 Penalty: 2609.883301
	Iteration 24Q: 3 clusters Score -115171.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -115172.250000 Penalty: 2609.883301
	Iteration 25Q: 3 clusters Score -115172.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -115173.468750 Penalty: 2609.883301
	Iteration 26Q: 3 clusters Score -115173.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -115175.625000 Penalty: 2609.883301
	Iteration 27Q: 3 clusters Score -115175.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -115177.953125 Penalty: 2609.883301
	Iteration 28Q: 3 clusters Score -115178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -115184.500000 Penalty: 2609.883301
	Iteration 29Q: 3 clusters Score -115184.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -115192.046875 Penalty: 2609.883301
	Iteration 30Q: 3 clusters Score -115192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -115196.976562 Penalty: 2609.883301
	Iteration 31Q: 3 clusters Score -115197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -115204.765625 Penalty: 2609.883301
	Iteration 32Q: 3 clusters Score -115204.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -115212.468750 Penalty: 2609.883301
	Iteration 33Q: 3 clusters Score -115212.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -115225.718750 Penalty: 2609.883301
	Iteration 34Q: 3 clusters Score -115225.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -115233.875000 Penalty: 2609.883301
	Iteration 35Q: 3 clusters Score -115233.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -115239.585938 Penalty: 2609.883301
	Iteration 36Q: 3 clusters Score -115239.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -115244.078125 Penalty: 2609.883301
	Iteration 37Q: 3 clusters Score -115244.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -115245.679688 Penalty: 2609.883301
	Iteration 38Q: 3 clusters Score -115245.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -115246.937500 Penalty: 2609.883301
	Iteration 39Q: 3 clusters Score -115246.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -115248.257812 Penalty: 2609.883301
	Iteration 40F: 3 clusters Score -115248.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -115250.390625 Penalty: 2609.883301
	Iteration 41Q: 3 clusters Score -115250.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -115252.085938 Penalty: 2609.883301
	Iteration 42Q: 3 clusters Score -115252.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -115254.414062 Penalty: 2609.883301
	Iteration 43Q: 3 clusters Score -115254.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -115255.671875 Penalty: 2609.883301
	Iteration 44Q: 3 clusters Score -115255.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -115257.906250 Penalty: 2609.883301
	Iteration 45Q: 3 clusters Score -115257.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -115259.742188 Penalty: 2609.883301
	Iteration 46Q: 3 clusters Score -115259.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -115260.468750 Penalty: 2609.883301
	Iteration 47Q: 3 clusters Score -115260.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -115261.460938 Penalty: 2609.883301
	Iteration 48Q: 3 clusters Score -115261.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -115262.187500 Penalty: 2609.883301
	Iteration 49Q: 3 clusters Score -115262.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -115262.273438 Penalty: 2609.883301
	Iteration 50Q: 3 clusters Score -115262.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -115262.273438 Penalty: 2609.883301
	Iteration 51F: 3 clusters Score -115262.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Entering Unmasked Estep 
Score: -293857.437500 Penalty: 1417.021729
	Iteration 0F: 2 clusters Score -293857.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -289179.062500 Penalty: 2834.043457
	Iteration 0F: 3 clusters Score -289179.1 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -290811.250000 Penalty: 2834.043457
	Iteration 1F: 3 clusters Score -290811.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -291260.875000 Penalty: 2834.043457
	Iteration 2F: 3 clusters Score -291260.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -291678.500000 Penalty: 2834.043457
	Iteration 3F: 3 clusters Score -291678.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -292149.562500 Penalty: 2834.043457
	Iteration 4F: 3 clusters Score -292149.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -292634.125000 Penalty: 2834.043457
	Iteration 5F: 3 clusters Score -292634.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -292956.437500 Penalty: 2834.043457
	Iteration 6F: 3 clusters Score -292956.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -293121.906250 Penalty: 2834.043457
	Iteration 7Q: 3 clusters Score -293121.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -293210.812500 Penalty: 2834.043457
	Iteration 8Q: 3 clusters Score -293210.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -293254.000000 Penalty: 2834.043457
	Iteration 9Q: 3 clusters Score -293254 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -293277.031250 Penalty: 2834.043457
	Iteration 10Q: 3 clusters Score -293277 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -293295.125000 Penalty: 2834.043457
	Iteration 11Q: 3 clusters Score -293295.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -293318.281250 Penalty: 2834.043457
	Iteration 12Q: 3 clusters Score -293318.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -293333.218750 Penalty: 2834.043457
	Iteration 13Q: 3 clusters Score -293333.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -293344.000000 Penalty: 2834.043457
	Iteration 14Q: 3 clusters Score -293344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -293356.906250 Penalty: 2834.043457
	Iteration 15Q: 3 clusters Score -293356.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -293371.656250 Penalty: 2834.043457
	Iteration 16Q: 3 clusters Score -293371.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -293389.562500 Penalty: 2834.043457
	Iteration 17Q: 3 clusters Score -293389.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -293408.718750 Penalty: 2834.043457
	Iteration 18Q: 3 clusters Score -293408.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -293422.406250 Penalty: 2834.043457
	Iteration 19Q: 3 clusters Score -293422.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -293431.875000 Penalty: 2834.043457
	Iteration 20F: 3 clusters Score -293431.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -293441.187500 Penalty: 2834.043457
	Iteration 21Q: 3 clusters Score -293441.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -293445.656250 Penalty: 2834.043457
	Iteration 22Q: 3 clusters Score -293445.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -293450.343750 Penalty: 2834.043457
	Iteration 23Q: 3 clusters Score -293450.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -293454.968750 Penalty: 2834.043457
	Iteration 24Q: 3 clusters Score -293455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -293462.687500 Penalty: 2834.043457
	Iteration 25Q: 3 clusters Score -293462.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -293468.093750 Penalty: 2834.043457
	Iteration 26Q: 3 clusters Score -293468.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -293473.468750 Penalty: 2834.043457
	Iteration 27Q: 3 clusters Score -293473.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -293478.468750 Penalty: 2834.043457
	Iteration 28Q: 3 clusters Score -293478.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -293483.562500 Penalty: 2834.043457
	Iteration 29Q: 3 clusters Score -293483.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -293486.906250 Penalty: 2834.043457
	Iteration 30Q: 3 clusters Score -293486.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -293489.468750 Penalty: 2834.043457
	Iteration 31Q: 3 clusters Score -293489.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -293492.781250 Penalty: 2834.043457
	Iteration 32Q: 3 clusters Score -293492.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -293495.968750 Penalty: 2834.043457
	Iteration 33Q: 3 clusters Score -293496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -293500.843750 Penalty: 2834.043457
	Iteration 34Q: 3 clusters Score -293500.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -293505.656250 Penalty: 2834.043457
	Iteration 35Q: 3 clusters Score -293505.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -293509.312500 Penalty: 2834.043457
	Iteration 36Q: 3 clusters Score -293509.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -293510.500000 Penalty: 2834.043457
	Iteration 37Q: 3 clusters Score -293510.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -293511.781250 Penalty: 2834.043457
	Iteration 38Q: 3 clusters Score -293511.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -293512.843750 Penalty: 2834.043457
	Iteration 39Q: 3 clusters Score -293512.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -293513.656250 Penalty: 2834.043457
	Iteration 40F: 3 clusters Score -293513.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -293514.812500 Penalty: 2834.043457
	Iteration 41Q: 3 clusters Score -293514.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -293515.375000 Penalty: 2834.043457
	Iteration 42Q: 3 clusters Score -293515.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -293516.250000 Penalty: 2834.043457
	Iteration 43Q: 3 clusters Score -293516.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -293516.625000 Penalty: 2834.043457
	Iteration 44Q: 3 clusters Score -293516.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -293516.281250 Penalty: 2834.043457
	Iteration 45Q: 3 clusters Score -293516.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -293516.281250 Penalty: 2834.043457
	Iteration 46F: 3 clusters Score -293516.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -82990.382812 Penalty: 1212.703247
	Iteration 0F: 2 clusters Score -82990.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -81059.429688 Penalty: 2425.406494
	Iteration 0F: 3 clusters Score -81059.43 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -81480.804688 Penalty: 2425.406494
	Iteration 1F: 3 clusters Score -81480.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -81608.210938 Penalty: 2425.406494
	Iteration 2F: 3 clusters Score -81608.21 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -81712.312500 Penalty: 2425.406494
	Iteration 3F: 3 clusters Score -81712.31 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -81785.773438 Penalty: 2425.406494
	Iteration 4Q: 3 clusters Score -81785.77 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -81829.312500 Penalty: 2425.406494
	Iteration 5Q: 3 clusters Score -81829.31 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -81866.687500 Penalty: 2425.406494
	Iteration 6Q: 3 clusters Score -81866.69 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -81895.937500 Penalty: 2425.406494
	Iteration 7Q: 3 clusters Score -81895.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -81919.257812 Penalty: 2425.406494
	Iteration 8Q: 3 clusters Score -81919.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -81943.406250 Penalty: 2425.406494
	Iteration 9Q: 3 clusters Score -81943.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -81960.921875 Penalty: 2425.406494
	Iteration 10Q: 3 clusters Score -81960.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -81976.437500 Penalty: 2425.406494
	Iteration 11Q: 3 clusters Score -81976.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -81993.328125 Penalty: 2425.406494
	Iteration 12Q: 3 clusters Score -81993.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -82005.289062 Penalty: 2425.406494
	Iteration 13Q: 3 clusters Score -82005.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -82016.531250 Penalty: 2425.406494
	Iteration 14Q: 3 clusters Score -82016.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -82028.835938 Penalty: 2425.406494
	Iteration 15Q: 3 clusters Score -82028.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -82040.523438 Penalty: 2425.406494
	Iteration 16Q: 3 clusters Score -82040.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -82057.500000 Penalty: 2425.406494
	Iteration 17Q: 3 clusters Score -82057.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -82073.828125 Penalty: 2425.406494
	Iteration 18Q: 3 clusters Score -82073.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -82096.156250 Penalty: 2425.406494
	Iteration 19Q: 3 clusters Score -82096.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -82113.484375 Penalty: 2425.406494
	Iteration 20F: 3 clusters Score -82113.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -82124.757812 Penalty: 2425.406494
	Iteration 21Q: 3 clusters Score -82124.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -82139.257812 Penalty: 2425.406494
	Iteration 22Q: 3 clusters Score -82139.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -82157.757812 Penalty: 2425.406494
	Iteration 23Q: 3 clusters Score -82157.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -82181.710938 Penalty: 2425.406494
	Iteration 24Q: 3 clusters Score -82181.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -82197.507812 Penalty: 2425.406494
	Iteration 25Q: 3 clusters Score -82197.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -82213.992188 Penalty: 2425.406494
	Iteration 26Q: 3 clusters Score -82213.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -82222.421875 Penalty: 2425.406494
	Iteration 27Q: 3 clusters Score -82222.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -82231.468750 Penalty: 2425.406494
	Iteration 28Q: 3 clusters Score -82231.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -82246.093750 Penalty: 2425.406494
	Iteration 29Q: 3 clusters Score -82246.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -82266.359375 Penalty: 2425.406494
	Iteration 30Q: 3 clusters Score -82266.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -82292.312500 Penalty: 2425.406494
	Iteration 31Q: 3 clusters Score -82292.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -82329.523438 Penalty: 2425.406494
	Iteration 32Q: 3 clusters Score -82329.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -82357.710938 Penalty: 2425.406494
	Iteration 33Q: 3 clusters Score -82357.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -82381.265625 Penalty: 2425.406494
	Iteration 34Q: 3 clusters Score -82381.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -82413.609375 Penalty: 2425.406494
	Iteration 35Q: 3 clusters Score -82413.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -82441.476562 Penalty: 2425.406494
	Iteration 36Q: 3 clusters Score -82441.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -82468.867188 Penalty: 2425.406494
	Iteration 37Q: 3 clusters Score -82468.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -82481.710938 Penalty: 2425.406494
	Iteration 38Q: 3 clusters Score -82481.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -82490.546875 Penalty: 2425.406494
	Iteration 39Q: 3 clusters Score -82490.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -82497.921875 Penalty: 2425.406494
	Iteration 40F: 3 clusters Score -82497.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -82504.539062 Penalty: 2425.406494
	Iteration 41Q: 3 clusters Score -82504.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -82510.070312 Penalty: 2425.406494
	Iteration 42Q: 3 clusters Score -82510.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -82514.742188 Penalty: 2425.406494
	Iteration 43Q: 3 clusters Score -82514.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -82525.203125 Penalty: 2425.406494
	Iteration 44Q: 3 clusters Score -82525.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -82535.203125 Penalty: 2425.406494
	Iteration 45Q: 3 clusters Score -82535.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -82541.609375 Penalty: 2425.406494
	Iteration 46Q: 3 clusters Score -82541.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -82549.921875 Penalty: 2425.406494
	Iteration 47Q: 3 clusters Score -82549.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -82552.585938 Penalty: 2425.406494
	Iteration 48Q: 3 clusters Score -82552.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -82553.617188 Penalty: 2425.406494
	Iteration 49Q: 3 clusters Score -82553.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -82553.617188 Penalty: 2425.406494
	Iteration 50F: 3 clusters Score -82553.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 298812 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 72867 members 
Mstep: Class 4 contains 28541 members 
Mstep: Class 5 contains 89227 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14423 members 
Mstep: Class 9 contains 59188 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 34041 members 
Mstep: Class 12 contains 9658 members 
Mstep: Class 13 contains 6793 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4462 members 
Mstep: Class 16 contains 9021 members 
Mstep: Class 17 contains 11927 members 
Mstep: Class 18 contains 10297 members 
Mstep: Class 19 contains 3986 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 10118 members 
Mstep: Class 22 contains 3073 members 
Mstep: Class 23 contains 6125 members 
Mstep: Class 24 contains 1742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923872.000000 Penalty: 52549.226562
Iteration 119Q: 25 clusters Score -3.592387e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298799 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72868 members 
Mstep: Class 4 contains 28539 members 
Mstep: Class 5 contains 89224 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14427 members 
Mstep: Class 9 contains 59186 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 34045 members 
Mstep: Class 12 contains 9633 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4461 members 
Mstep: Class 16 contains 9023 members 
Mstep: Class 17 contains 11941 members 
Mstep: Class 18 contains 10302 members 
Mstep: Class 19 contains 3979 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 10117 members 
Mstep: Class 22 contains 3071 members 
Mstep: Class 23 contains 6148 members 
Mstep: Class 24 contains 1743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923832.000000 Penalty: 52549.226562
Iteration 120F: 25 clusters Score -3.592383e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298778 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72868 members 
Mstep: Class 4 contains 28537 members 
Mstep: Class 5 contains 89216 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14433 members 
Mstep: Class 9 contains 59185 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 34045 members 
Mstep: Class 12 contains 9617 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4460 members 
Mstep: Class 16 contains 9026 members 
Mstep: Class 17 contains 11969 members 
Mstep: Class 18 contains 10308 members 
Mstep: Class 19 contains 3969 members 
Mstep: Class 20 contains 1871 members 
Mstep: Class 21 contains 10118 members 
Mstep: Class 22 contains 3068 members 
Mstep: Class 23 contains 6166 members 
Mstep: Class 24 contains 1743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923808.000000 Penalty: 52549.226562
Iteration 121Q: 25 clusters Score -3.592381e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298751 members 
Mstep: Class 2 contains 8306 members 
Mstep: Class 3 contains 72873 members 
Mstep: Class 4 contains 28537 members 
Mstep: Class 5 contains 89215 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14434 members 
Mstep: Class 9 contains 59183 members 
Mstep: Class 10 contains 14511 members 
Mstep: Class 11 contains 34050 members 
Mstep: Class 12 contains 9596 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4456 members 
Mstep: Class 16 contains 9028 members 
Mstep: Class 17 contains 11984 members 
Mstep: Class 18 contains 10318 members 
Mstep: Class 19 contains 3963 members 
Mstep: Class 20 contains 1874 members 
Mstep: Class 21 contains 10119 members 
Mstep: Class 22 contains 3068 members 
Mstep: Class 23 contains 6184 members 
Mstep: Class 24 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923852.000000 Penalty: 52549.226562
Iteration 122Q: 25 clusters Score -3.592385e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298723 members 
Mstep: Class 2 contains 8306 members 
Mstep: Class 3 contains 72874 members 
Mstep: Class 4 contains 28536 members 
Mstep: Class 5 contains 89212 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14435 members 
Mstep: Class 9 contains 59182 members 
Mstep: Class 10 contains 14512 members 
Mstep: Class 11 contains 34053 members 
Mstep: Class 12 contains 9585 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 9030 members 
Mstep: Class 17 contains 12000 members 
Mstep: Class 18 contains 10315 members 
Mstep: Class 19 contains 3963 members 
Mstep: Class 20 contains 1879 members 
Mstep: Class 21 contains 10119 members 
Mstep: Class 22 contains 3072 members 
Mstep: Class 23 contains 6199 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923872.000000 Penalty: 52549.226562
Iteration 123Q: 25 clusters Score -3.592387e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298692 members 
Mstep: Class 2 contains 8306 members 
Mstep: Class 3 contains 72871 members 
Mstep: Class 4 contains 28535 members 
Mstep: Class 5 contains 89208 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14435 members 
Mstep: Class 9 contains 59180 members 
Mstep: Class 10 contains 14512 members 
Mstep: Class 11 contains 34054 members 
Mstep: Class 12 contains 9575 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4448 members 
Mstep: Class 16 contains 9033 members 
Mstep: Class 17 contains 12015 members 
Mstep: Class 18 contains 10325 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 1881 members 
Mstep: Class 21 contains 10117 members 
Mstep: Class 22 contains 3069 members 
Mstep: Class 23 contains 6226 members 
Mstep: Class 24 contains 1751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923864.000000 Penalty: 52549.226562
Iteration 124Q: 25 clusters Score -3.592386e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298676 members 
Mstep: Class 2 contains 8305 members 
Mstep: Class 3 contains 72876 members 
Mstep: Class 4 contains 28532 members 
Mstep: Class 5 contains 89205 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14434 members 
Mstep: Class 9 contains 59180 members 
Mstep: Class 10 contains 14512 members 
Mstep: Class 11 contains 34055 members 
Mstep: Class 12 contains 9567 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4447 members 
Mstep: Class 16 contains 9037 members 
Mstep: Class 17 contains 12025 members 
Mstep: Class 18 contains 10327 members 
Mstep: Class 19 contains 3964 members 
Mstep: Class 20 contains 1883 members 
Mstep: Class 21 contains 10113 members 
Mstep: Class 22 contains 3066 members 
Mstep: Class 23 contains 6241 members 
Mstep: Class 24 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923856.000000 Penalty: 52549.226562
Iteration 125Q: 25 clusters Score -3.592386e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298651 members 
Mstep: Class 2 contains 8305 members 
Mstep: Class 3 contains 72882 members 
Mstep: Class 4 contains 28529 members 
Mstep: Class 5 contains 89198 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 3334 members 
Mstep: Class 8 contains 14435 members 
Mstep: Class 9 contains 59179 members 
Mstep: Class 10 contains 14512 members 
Mstep: Class 11 contains 34063 members 
Mstep: Class 12 contains 9554 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12044 members 
Mstep: Class 18 contains 10325 members 
Mstep: Class 19 contains 3963 members 
Mstep: Class 20 contains 1885 members 
Mstep: Class 21 contains 10110 members 
Mstep: Class 22 contains 3066 members 
Mstep: Class 23 contains 6256 members 
Mstep: Class 24 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923880.000000 Penalty: 52549.226562
Iteration 126Q: 25 clusters Score -3.592388e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298633 members 
Mstep: Class 2 contains 8306 members 
Mstep: Class 3 contains 72885 members 
Mstep: Class 4 contains 28529 members 
Mstep: Class 5 contains 89194 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 3335 members 
Mstep: Class 8 contains 14435 members 
Mstep: Class 9 contains 59180 members 
Mstep: Class 10 contains 14514 members 
Mstep: Class 11 contains 34061 members 
Mstep: Class 12 contains 9544 members 
Mstep: Class 13 contains 6793 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12060 members 
Mstep: Class 18 contains 10322 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 1885 members 
Mstep: Class 21 contains 10109 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923880.000000 Penalty: 52549.226562
Iteration 127Q: 25 clusters Score -3.592388e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298610 members 
Mstep: Class 2 contains 8306 members 
Mstep: Class 3 contains 72890 members 
Mstep: Class 4 contains 28530 members 
Mstep: Class 5 contains 89193 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14436 members 
Mstep: Class 9 contains 59179 members 
Mstep: Class 10 contains 14515 members 
Mstep: Class 11 contains 34061 members 
Mstep: Class 12 contains 9538 members 
Mstep: Class 13 contains 6792 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4448 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12074 members 
Mstep: Class 18 contains 10321 members 
Mstep: Class 19 contains 3948 members 
Mstep: Class 20 contains 1886 members 
Mstep: Class 21 contains 10109 members 
Mstep: Class 22 contains 3068 members 
Mstep: Class 23 contains 6291 members 
Mstep: Class 24 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923948.000000 Penalty: 52549.226562
Iteration 128Q: 25 clusters Score -3.592395e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298589 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72892 members 
Mstep: Class 4 contains 28530 members 
Mstep: Class 5 contains 89187 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14437 members 
Mstep: Class 9 contains 59180 members 
Mstep: Class 10 contains 14515 members 
Mstep: Class 11 contains 34065 members 
Mstep: Class 12 contains 9531 members 
Mstep: Class 13 contains 6794 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4449 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12091 members 
Mstep: Class 18 contains 10319 members 
Mstep: Class 19 contains 3939 members 
Mstep: Class 20 contains 1887 members 
Mstep: Class 21 contains 10107 members 
Mstep: Class 22 contains 3066 members 
Mstep: Class 23 contains 6311 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923948.000000 Penalty: 52549.226562
Iteration 129Q: 25 clusters Score -3.592395e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298572 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72897 members 
Mstep: Class 4 contains 28530 members 
Mstep: Class 5 contains 89185 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14437 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14515 members 
Mstep: Class 11 contains 34062 members 
Mstep: Class 12 contains 9527 members 
Mstep: Class 13 contains 6796 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4449 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12109 members 
Mstep: Class 18 contains 10318 members 
Mstep: Class 19 contains 3932 members 
Mstep: Class 20 contains 1889 members 
Mstep: Class 21 contains 10106 members 
Mstep: Class 22 contains 3065 members 
Mstep: Class 23 contains 6322 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923968.000000 Penalty: 52549.226562
Iteration 130Q: 25 clusters Score -3.592397e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298557 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72898 members 
Mstep: Class 4 contains 28530 members 
Mstep: Class 5 contains 89184 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14439 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14515 members 
Mstep: Class 11 contains 34067 members 
Mstep: Class 12 contains 9520 members 
Mstep: Class 13 contains 6796 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4450 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12122 members 
Mstep: Class 18 contains 10317 members 
Mstep: Class 19 contains 3928 members 
Mstep: Class 20 contains 1891 members 
Mstep: Class 21 contains 10106 members 
Mstep: Class 22 contains 3062 members 
Mstep: Class 23 contains 6329 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923984.000000 Penalty: 52549.226562
Iteration 131Q: 25 clusters Score -3.592398e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298539 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 72897 members 
Mstep: Class 4 contains 28530 members 
Mstep: Class 5 contains 89184 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14442 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14515 members 
Mstep: Class 11 contains 34076 members 
Mstep: Class 12 contains 9509 members 
Mstep: Class 13 contains 6796 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4451 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12130 members 
Mstep: Class 18 contains 10314 members 
Mstep: Class 19 contains 3924 members 
Mstep: Class 20 contains 1893 members 
Mstep: Class 21 contains 10107 members 
Mstep: Class 22 contains 3061 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 1747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923988.000000 Penalty: 52549.226562
Iteration 132Q: 25 clusters Score -3.592399e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298525 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 72896 members 
Mstep: Class 4 contains 28530 members 
Mstep: Class 5 contains 89183 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14447 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14515 members 
Mstep: Class 11 contains 34080 members 
Mstep: Class 12 contains 9502 members 
Mstep: Class 13 contains 6796 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4449 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12134 members 
Mstep: Class 18 contains 10316 members 
Mstep: Class 19 contains 3919 members 
Mstep: Class 20 contains 1895 members 
Mstep: Class 21 contains 10107 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 6358 members 
Mstep: Class 24 contains 1747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923952.000000 Penalty: 52549.226562
Iteration 133Q: 25 clusters Score -3.592395e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298510 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 72894 members 
Mstep: Class 4 contains 28530 members 
Mstep: Class 5 contains 89181 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14447 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14515 members 
Mstep: Class 11 contains 34100 members 
Mstep: Class 12 contains 9494 members 
Mstep: Class 13 contains 6796 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4447 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12137 members 
Mstep: Class 18 contains 10317 members 
Mstep: Class 19 contains 3908 members 
Mstep: Class 20 contains 1895 members 
Mstep: Class 21 contains 10107 members 
Mstep: Class 22 contains 3058 members 
Mstep: Class 23 contains 6376 members 
Mstep: Class 24 contains 1747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923960.000000 Penalty: 52549.226562
Iteration 134Q: 25 clusters Score -3.592396e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298504 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 72896 members 
Mstep: Class 4 contains 28530 members 
Mstep: Class 5 contains 89176 members 
Mstep: Class 6 contains 7454 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14450 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14515 members 
Mstep: Class 11 contains 34106 members 
Mstep: Class 12 contains 9486 members 
Mstep: Class 13 contains 6796 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12137 members 
Mstep: Class 18 contains 10319 members 
Mstep: Class 19 contains 3902 members 
Mstep: Class 20 contains 1897 members 
Mstep: Class 21 contains 10106 members 
Mstep: Class 22 contains 3058 members 
Mstep: Class 23 contains 6387 members 
Mstep: Class 24 contains 1747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923948.000000 Penalty: 52549.226562
Iteration 135Q: 25 clusters Score -3.592395e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298489 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 72897 members 
Mstep: Class 4 contains 28530 members 
Mstep: Class 5 contains 89176 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14452 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34105 members 
Mstep: Class 12 contains 9477 members 
Mstep: Class 13 contains 6796 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4447 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12144 members 
Mstep: Class 18 contains 10322 members 
Mstep: Class 19 contains 3900 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 21 contains 10103 members 
Mstep: Class 22 contains 3058 members 
Mstep: Class 23 contains 6398 members 
Mstep: Class 24 contains 1747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923908.000000 Penalty: 52549.226562
Iteration 136Q: 25 clusters Score -3.592391e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298480 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 72898 members 
Mstep: Class 4 contains 28530 members 
Mstep: Class 5 contains 89176 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14452 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34109 members 
Mstep: Class 12 contains 9468 members 
Mstep: Class 13 contains 6796 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12147 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 3897 members 
Mstep: Class 20 contains 1900 members 
Mstep: Class 21 contains 10103 members 
Mstep: Class 22 contains 3058 members 
Mstep: Class 23 contains 6413 members 
Mstep: Class 24 contains 1748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923932.000000 Penalty: 52549.226562
Iteration 137Q: 25 clusters Score -3.592393e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298460 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 72899 members 
Mstep: Class 4 contains 28530 members 
Mstep: Class 5 contains 89177 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14451 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34118 members 
Mstep: Class 12 contains 9465 members 
Mstep: Class 13 contains 6796 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12147 members 
Mstep: Class 18 contains 10321 members 
Mstep: Class 19 contains 3895 members 
Mstep: Class 20 contains 1902 members 
Mstep: Class 21 contains 10103 members 
Mstep: Class 22 contains 3054 members 
Mstep: Class 23 contains 6428 members 
Mstep: Class 24 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923960.000000 Penalty: 52549.226562
Iteration 138Q: 25 clusters Score -3.592396e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298443 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 72901 members 
Mstep: Class 4 contains 28530 members 
Mstep: Class 5 contains 89179 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14451 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34125 members 
Mstep: Class 12 contains 9456 members 
Mstep: Class 13 contains 6796 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12149 members 
Mstep: Class 18 contains 10321 members 
Mstep: Class 19 contains 3891 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 21 contains 10102 members 
Mstep: Class 22 contains 3052 members 
Mstep: Class 23 contains 6440 members 
Mstep: Class 24 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924004.000000 Penalty: 52549.226562
Iteration 139Q: 25 clusters Score -3.5924e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298429 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 72901 members 
Mstep: Class 4 contains 28530 members 
Mstep: Class 5 contains 89177 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14451 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34129 members 
Mstep: Class 12 contains 9450 members 
Mstep: Class 13 contains 6797 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4443 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12158 members 
Mstep: Class 18 contains 10321 members 
Mstep: Class 19 contains 3887 members 
Mstep: Class 20 contains 1914 members 
Mstep: Class 21 contains 10102 members 
Mstep: Class 22 contains 3052 members 
Mstep: Class 23 contains 6450 members 
Mstep: Class 24 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924060.000000 Penalty: 52549.226562
Iteration 140F: 25 clusters Score -3.592406e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298420 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 72900 members 
Mstep: Class 4 contains 28530 members 
Mstep: Class 5 contains 89176 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14451 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34137 members 
Mstep: Class 12 contains 9445 members 
Mstep: Class 13 contains 6797 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4443 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12157 members 
Mstep: Class 18 contains 10322 members 
Mstep: Class 19 contains 3887 members 
Mstep: Class 20 contains 1915 members 
Mstep: Class 21 contains 10102 members 
Mstep: Class 22 contains 3051 members 
Mstep: Class 23 contains 6458 members 
Mstep: Class 24 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924084.000000 Penalty: 52549.226562
Iteration 141Q: 25 clusters Score -3.592408e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298419 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 72898 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89175 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14450 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34145 members 
Mstep: Class 12 contains 9440 members 
Mstep: Class 13 contains 6797 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12157 members 
Mstep: Class 18 contains 10322 members 
Mstep: Class 19 contains 3887 members 
Mstep: Class 20 contains 1915 members 
Mstep: Class 21 contains 10102 members 
Mstep: Class 22 contains 3048 members 
Mstep: Class 23 contains 6463 members 
Mstep: Class 24 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924080.000000 Penalty: 52549.226562
Iteration 142Q: 25 clusters Score -3.592408e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298415 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 72901 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89175 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14451 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34151 members 
Mstep: Class 12 contains 9432 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4440 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12159 members 
Mstep: Class 18 contains 10323 members 
Mstep: Class 19 contains 3888 members 
Mstep: Class 20 contains 1915 members 
Mstep: Class 21 contains 10102 members 
Mstep: Class 22 contains 3047 members 
Mstep: Class 23 contains 6463 members 
Mstep: Class 24 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924064.000000 Penalty: 52549.226562
Iteration 143Q: 25 clusters Score -3.592406e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298415 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 72899 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89174 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14454 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34154 members 
Mstep: Class 12 contains 9425 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4440 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12162 members 
Mstep: Class 18 contains 10322 members 
Mstep: Class 19 contains 3888 members 
Mstep: Class 20 contains 1915 members 
Mstep: Class 21 contains 10102 members 
Mstep: Class 22 contains 3047 members 
Mstep: Class 23 contains 6465 members 
Mstep: Class 24 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924076.000000 Penalty: 52549.226562
Iteration 144Q: 25 clusters Score -3.592408e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298411 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 72900 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89173 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14456 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34159 members 
Mstep: Class 12 contains 9422 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4439 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12163 members 
Mstep: Class 18 contains 10321 members 
Mstep: Class 19 contains 3887 members 
Mstep: Class 20 contains 1915 members 
Mstep: Class 21 contains 10102 members 
Mstep: Class 22 contains 3047 members 
Mstep: Class 23 contains 6466 members 
Mstep: Class 24 contains 1751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924068.000000 Penalty: 52549.226562
Iteration 145Q: 25 clusters Score -3.592407e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298403 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 72902 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89171 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14456 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34163 members 
Mstep: Class 12 contains 9418 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4439 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12168 members 
Mstep: Class 18 contains 10321 members 
Mstep: Class 19 contains 3886 members 
Mstep: Class 20 contains 1915 members 
Mstep: Class 21 contains 10102 members 
Mstep: Class 22 contains 3048 members 
Mstep: Class 23 contains 6468 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924052.000000 Penalty: 52549.226562
Iteration 146Q: 25 clusters Score -3.592405e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298394 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 72903 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89170 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14457 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34168 members 
Mstep: Class 12 contains 9414 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4439 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12172 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 3884 members 
Mstep: Class 20 contains 1914 members 
Mstep: Class 21 contains 10102 members 
Mstep: Class 22 contains 3049 members 
Mstep: Class 23 contains 6474 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923992.000000 Penalty: 52549.226562
Iteration 147Q: 25 clusters Score -3.592399e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298380 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 72904 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89171 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14458 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34174 members 
Mstep: Class 12 contains 9409 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4440 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12180 members 
Mstep: Class 18 contains 10319 members 
Mstep: Class 19 contains 3881 members 
Mstep: Class 20 contains 1913 members 
Mstep: Class 21 contains 10102 members 
Mstep: Class 22 contains 3050 members 
Mstep: Class 23 contains 6479 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924024.000000 Penalty: 52549.226562
Iteration 148Q: 25 clusters Score -3.592402e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298372 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 72903 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89170 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14459 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34178 members 
Mstep: Class 12 contains 9407 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4438 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12185 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 3881 members 
Mstep: Class 20 contains 1913 members 
Mstep: Class 21 contains 10101 members 
Mstep: Class 22 contains 3050 members 
Mstep: Class 23 contains 6482 members 
Mstep: Class 24 contains 1753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924028.000000 Penalty: 52549.226562
Iteration 149Q: 25 clusters Score -3.592403e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298367 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 72902 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89170 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14458 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34182 members 
Mstep: Class 12 contains 9405 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4436 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12187 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 3880 members 
Mstep: Class 20 contains 1913 members 
Mstep: Class 21 contains 10101 members 
Mstep: Class 22 contains 3050 members 
Mstep: Class 23 contains 6487 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924052.000000 Penalty: 52549.226562
Iteration 150Q: 25 clusters Score -3.592405e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298359 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 72905 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89170 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14458 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34187 members 
Mstep: Class 12 contains 9402 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4433 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12188 members 
Mstep: Class 18 contains 10322 members 
Mstep: Class 19 contains 3878 members 
Mstep: Class 20 contains 1913 members 
Mstep: Class 21 contains 10101 members 
Mstep: Class 22 contains 3050 members 
Mstep: Class 23 contains 6492 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924052.000000 Penalty: 52549.226562
Iteration 151Q: 25 clusters Score -3.592405e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298351 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 72908 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89168 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14458 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34189 members 
Mstep: Class 12 contains 9402 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4430 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12192 members 
Mstep: Class 18 contains 10324 members 
Mstep: Class 19 contains 3879 members 
Mstep: Class 20 contains 1914 members 
Mstep: Class 21 contains 10100 members 
Mstep: Class 22 contains 3050 members 
Mstep: Class 23 contains 6493 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924028.000000 Penalty: 52549.226562
Iteration 152Q: 25 clusters Score -3.592403e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298339 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 72909 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89168 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14460 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34196 members 
Mstep: Class 12 contains 9401 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4428 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12195 members 
Mstep: Class 18 contains 10324 members 
Mstep: Class 19 contains 3880 members 
Mstep: Class 20 contains 1914 members 
Mstep: Class 21 contains 10100 members 
Mstep: Class 22 contains 3050 members 
Mstep: Class 23 contains 6494 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924052.000000 Penalty: 52549.226562
Iteration 153Q: 25 clusters Score -3.592405e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298331 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 72908 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89168 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14462 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34203 members 
Mstep: Class 12 contains 9398 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4428 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12199 members 
Mstep: Class 18 contains 10323 members 
Mstep: Class 19 contains 3878 members 
Mstep: Class 20 contains 1914 members 
Mstep: Class 21 contains 10100 members 
Mstep: Class 22 contains 3050 members 
Mstep: Class 23 contains 6496 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924064.000000 Penalty: 52549.226562
Iteration 154Q: 25 clusters Score -3.592406e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298319 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 72907 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89168 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14461 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34207 members 
Mstep: Class 12 contains 9395 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4428 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12210 members 
Mstep: Class 18 contains 10323 members 
Mstep: Class 19 contains 3877 members 
Mstep: Class 20 contains 1914 members 
Mstep: Class 21 contains 10100 members 
Mstep: Class 22 contains 3050 members 
Mstep: Class 23 contains 6499 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924088.000000 Penalty: 52549.226562
Iteration 155Q: 25 clusters Score -3.592409e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298308 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 72908 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89169 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14460 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34202 members 
Mstep: Class 12 contains 9393 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4428 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12221 members 
Mstep: Class 18 contains 10326 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 20 contains 1914 members 
Mstep: Class 21 contains 10099 members 
Mstep: Class 22 contains 3050 members 
Mstep: Class 23 contains 6507 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924108.000000 Penalty: 52549.226562
Iteration 156Q: 25 clusters Score -3.592411e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298298 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 72908 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89171 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14460 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34191 members 
Mstep: Class 12 contains 9393 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4428 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12227 members 
Mstep: Class 18 contains 10328 members 
Mstep: Class 19 contains 3874 members 
Mstep: Class 20 contains 1915 members 
Mstep: Class 21 contains 10099 members 
Mstep: Class 22 contains 3050 members 
Mstep: Class 23 contains 6518 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924104.000000 Penalty: 52549.226562
Iteration 157Q: 25 clusters Score -3.59241e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298288 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 72914 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89169 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14460 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34182 members 
Mstep: Class 12 contains 9389 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4428 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12232 members 
Mstep: Class 18 contains 10331 members 
Mstep: Class 19 contains 3873 members 
Mstep: Class 20 contains 1916 members 
Mstep: Class 21 contains 10099 members 
Mstep: Class 22 contains 3051 members 
Mstep: Class 23 contains 6526 members 
Mstep: Class 24 contains 1753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924100.000000 Penalty: 52549.226562
Iteration 158Q: 25 clusters Score -3.59241e+07 nChanged 42
Entering ConstructFrom: 
Score: -35924100.000000 Penalty: 52549.226562
Entering ConstructFrom: 
Trying to split cluster 1 (298285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298285 members 
Entering Unmasked Estep 
Score: -15891185.000000 Penalty: 2048.443115
	Iteration 0F: 2 clusters Score -1.589118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149295 members 
Mstep: Class 2 contains 148990 members 
Entering Unmasked Estep 
Score: -15689713.000000 Penalty: 4096.886230
	Iteration 0F: 3 clusters Score -1.568971e+07 nChanged 145361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148838 members 
Mstep: Class 2 contains 149447 members 
Entering Unmasked Estep 
Score: -15776716.000000 Penalty: 4096.886230
	Iteration 1F: 3 clusters Score -1.577672e+07 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148819 members 
Mstep: Class 2 contains 149466 members 
Entering Unmasked Estep 
Score: -15779135.000000 Penalty: 4096.886230
	Iteration 2Q: 3 clusters Score -1.577914e+07 nChanged 10905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148972 members 
Mstep: Class 2 contains 149313 members 
Entering Unmasked Estep 
Score: -15783411.000000 Penalty: 4096.886230
	Iteration 3Q: 3 clusters Score -1.578341e+07 nChanged 13926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149066 members 
Mstep: Class 2 contains 149219 members 
Entering Unmasked Estep 
Score: -15790831.000000 Penalty: 4096.886230
	Iteration 4Q: 3 clusters Score -1.579083e+07 nChanged 17732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148586 members 
Mstep: Class 2 contains 149699 members 
Entering Unmasked Estep 
Score: -15802662.000000 Penalty: 4096.886230
	Iteration 5F: 3 clusters Score -1.580266e+07 nChanged 20967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146349 members 
Mstep: Class 2 contains 151936 members 
Entering Unmasked Estep 
Score: -15818532.000000 Penalty: 4096.886230
	Iteration 6F: 3 clusters Score -1.581853e+07 nChanged 22080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142631 members 
Mstep: Class 2 contains 155654 members 
Entering Unmasked Estep 
Score: -15835654.000000 Penalty: 4096.886230
	Iteration 7F: 3 clusters Score -1.583565e+07 nChanged 20148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138967 members 
Mstep: Class 2 contains 159318 members 
Entering Unmasked Estep 
Score: -15850557.000000 Penalty: 4096.886230
	Iteration 8F: 3 clusters Score -1.585056e+07 nChanged 16015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136114 members 
Mstep: Class 2 contains 162171 members 
Entering Unmasked Estep 
Score: -15860950.000000 Penalty: 4096.886230
	Iteration 9F: 3 clusters Score -1.586095e+07 nChanged 11599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133697 members 
Mstep: Class 2 contains 164588 members 
Entering Unmasked Estep 
Score: -15867444.000000 Penalty: 4096.886230
	Iteration 10Q: 3 clusters Score -1.586744e+07 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131438 members 
Mstep: Class 2 contains 166847 members 
Entering Unmasked Estep 
Score: -15871838.000000 Penalty: 4096.886230
	Iteration 11Q: 3 clusters Score -1.587184e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129186 members 
Mstep: Class 2 contains 169099 members 
Entering Unmasked Estep 
Score: -15875480.000000 Penalty: 4096.886230
	Iteration 12Q: 3 clusters Score -1.587548e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126857 members 
Mstep: Class 2 contains 171428 members 
Entering Unmasked Estep 
Score: -15878700.000000 Penalty: 4096.886230
	Iteration 13Q: 3 clusters Score -1.58787e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124532 members 
Mstep: Class 2 contains 173753 members 
Entering Unmasked Estep 
Score: -15881493.000000 Penalty: 4096.886230
	Iteration 14Q: 3 clusters Score -1.588149e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122330 members 
Mstep: Class 2 contains 175955 members 
Entering Unmasked Estep 
Score: -15883731.000000 Penalty: 4096.886230
	Iteration 15Q: 3 clusters Score -1.588373e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120316 members 
Mstep: Class 2 contains 177969 members 
Entering Unmasked Estep 
Score: -15885586.000000 Penalty: 4096.886230
	Iteration 16Q: 3 clusters Score -1.588559e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118355 members 
Mstep: Class 2 contains 179930 members 
Entering Unmasked Estep 
Score: -15886905.000000 Penalty: 4096.886230
	Iteration 17Q: 3 clusters Score -1.58869e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116582 members 
Mstep: Class 2 contains 181703 members 
Entering Unmasked Estep 
Score: -15887753.000000 Penalty: 4096.886230
	Iteration 18Q: 3 clusters Score -1.588775e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114988 members 
Mstep: Class 2 contains 183297 members 
Entering Unmasked Estep 
Score: -15888206.000000 Penalty: 4096.886230
	Iteration 19Q: 3 clusters Score -1.588821e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113573 members 
Mstep: Class 2 contains 184712 members 
Entering Unmasked Estep 
Score: -15888590.000000 Penalty: 4096.886230
	Iteration 20F: 3 clusters Score -1.588859e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112258 members 
Mstep: Class 2 contains 186027 members 
Entering Unmasked Estep 
Score: -15888847.000000 Penalty: 4096.886230
	Iteration 21Q: 3 clusters Score -1.588885e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111063 members 
Mstep: Class 2 contains 187222 members 
Entering Unmasked Estep 
Score: -15888975.000000 Penalty: 4096.886230
	Iteration 22Q: 3 clusters Score -1.588898e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110003 members 
Mstep: Class 2 contains 188282 members 
Entering Unmasked Estep 
Score: -15889030.000000 Penalty: 4096.886230
	Iteration 23Q: 3 clusters Score -1.588903e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109020 members 
Mstep: Class 2 contains 189265 members 
Entering Unmasked Estep 
Score: -15889112.000000 Penalty: 4096.886230
	Iteration 24Q: 3 clusters Score -1.588911e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108091 members 
Mstep: Class 2 contains 190194 members 
Entering Unmasked Estep 
Score: -15889250.000000 Penalty: 4096.886230
	Iteration 25Q: 3 clusters Score -1.588925e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107274 members 
Mstep: Class 2 contains 191011 members 
Entering Unmasked Estep 
Score: -15889267.000000 Penalty: 4096.886230
	Iteration 26Q: 3 clusters Score -1.588927e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106571 members 
Mstep: Class 2 contains 191714 members 
Entering Unmasked Estep 
Score: -15889265.000000 Penalty: 4096.886230
	Iteration 27Q: 3 clusters Score -1.588926e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105926 members 
Mstep: Class 2 contains 192359 members 
Entering Unmasked Estep 
Score: -15889325.000000 Penalty: 4096.886230
	Iteration 28Q: 3 clusters Score -1.588932e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105390 members 
Mstep: Class 2 contains 192895 members 
Entering Unmasked Estep 
Score: -15889326.000000 Penalty: 4096.886230
	Iteration 29Q: 3 clusters Score -1.588933e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104901 members 
Mstep: Class 2 contains 193384 members 
Entering Unmasked Estep 
Score: -15889395.000000 Penalty: 4096.886230
	Iteration 30Q: 3 clusters Score -1.58894e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104465 members 
Mstep: Class 2 contains 193820 members 
Entering Unmasked Estep 
Score: -15889400.000000 Penalty: 4096.886230
	Iteration 31Q: 3 clusters Score -1.58894e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104074 members 
Mstep: Class 2 contains 194211 members 
Entering Unmasked Estep 
Score: -15889377.000000 Penalty: 4096.886230
	Iteration 32Q: 3 clusters Score -1.588938e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103694 members 
Mstep: Class 2 contains 194591 members 
Entering Unmasked Estep 
Score: -15889401.000000 Penalty: 4096.886230
	Iteration 33Q: 3 clusters Score -1.58894e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103340 members 
Mstep: Class 2 contains 194945 members 
Entering Unmasked Estep 
Score: -15889373.000000 Penalty: 4096.886230
	Iteration 34Q: 3 clusters Score -1.588937e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102999 members 
Mstep: Class 2 contains 195286 members 
Entering Unmasked Estep 
Score: -15889370.000000 Penalty: 4096.886230
	Iteration 35Q: 3 clusters Score -1.588937e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102709 members 
Mstep: Class 2 contains 195576 members 
Entering Unmasked Estep 
Score: -15889400.000000 Penalty: 4096.886230
	Iteration 36Q: 3 clusters Score -1.58894e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102435 members 
Mstep: Class 2 contains 195850 members 
Entering Unmasked Estep 
Score: -15889449.000000 Penalty: 4096.886230
	Iteration 37Q: 3 clusters Score -1.588945e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102187 members 
Mstep: Class 2 contains 196098 members 
Entering Unmasked Estep 
Score: -15889470.000000 Penalty: 4096.886230
	Iteration 38Q: 3 clusters Score -1.588947e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101947 members 
Mstep: Class 2 contains 196338 members 
Entering Unmasked Estep 
Score: -15889449.000000 Penalty: 4096.886230
	Iteration 39Q: 3 clusters Score -1.588945e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101730 members 
Mstep: Class 2 contains 196555 members 
Entering Unmasked Estep 
Score: -15889447.000000 Penalty: 4096.886230
	Iteration 40F: 3 clusters Score -1.588945e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101474 members 
Mstep: Class 2 contains 196811 members 
Entering Unmasked Estep 
Score: -15889454.000000 Penalty: 4096.886230
	Iteration 41Q: 3 clusters Score -1.588945e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101246 members 
Mstep: Class 2 contains 197039 members 
Entering Unmasked Estep 
Score: -15889413.000000 Penalty: 4096.886230
	Iteration 42Q: 3 clusters Score -1.588941e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101008 members 
Mstep: Class 2 contains 197277 members 
Entering Unmasked Estep 
Score: -15889426.000000 Penalty: 4096.886230
	Iteration 43Q: 3 clusters Score -1.588943e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100765 members 
Mstep: Class 2 contains 197520 members 
Entering Unmasked Estep 
Score: -15889434.000000 Penalty: 4096.886230
	Iteration 44Q: 3 clusters Score -1.588943e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100536 members 
Mstep: Class 2 contains 197749 members 
Entering Unmasked Estep 
Score: -15889429.000000 Penalty: 4096.886230
	Iteration 45Q: 3 clusters Score -1.588943e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100305 members 
Mstep: Class 2 contains 197980 members 
Entering Unmasked Estep 
Score: -15889423.000000 Penalty: 4096.886230
	Iteration 46Q: 3 clusters Score -1.588942e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100080 members 
Mstep: Class 2 contains 198205 members 
Entering Unmasked Estep 
Score: -15889439.000000 Penalty: 4096.886230
	Iteration 47Q: 3 clusters Score -1.588944e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99877 members 
Mstep: Class 2 contains 198408 members 
Entering Unmasked Estep 
Score: -15889441.000000 Penalty: 4096.886230
	Iteration 48Q: 3 clusters Score -1.588944e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99682 members 
Mstep: Class 2 contains 198603 members 
Entering Unmasked Estep 
Score: -15889444.000000 Penalty: 4096.886230
	Iteration 49Q: 3 clusters Score -1.588944e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99499 members 
Mstep: Class 2 contains 198786 members 
Entering Unmasked Estep 
Score: -15889474.000000 Penalty: 4096.886230
	Iteration 50Q: 3 clusters Score -1.588947e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99315 members 
Mstep: Class 2 contains 198970 members 
Entering Unmasked Estep 
Score: -15889502.000000 Penalty: 4096.886230
	Iteration 51Q: 3 clusters Score -1.58895e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99120 members 
Mstep: Class 2 contains 199165 members 
Entering Unmasked Estep 
Score: -15889536.000000 Penalty: 4096.886230
	Iteration 52Q: 3 clusters Score -1.588954e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98936 members 
Mstep: Class 2 contains 199349 members 
Entering Unmasked Estep 
Score: -15889578.000000 Penalty: 4096.886230
	Iteration 53Q: 3 clusters Score -1.588958e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98752 members 
Mstep: Class 2 contains 199533 members 
Entering Unmasked Estep 
Score: -15889637.000000 Penalty: 4096.886230
	Iteration 54Q: 3 clusters Score -1.588964e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98597 members 
Mstep: Class 2 contains 199688 members 
Entering Unmasked Estep 
Score: -15889609.000000 Penalty: 4096.886230
	Iteration 55Q: 3 clusters Score -1.588961e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98452 members 
Mstep: Class 2 contains 199833 members 
Entering Unmasked Estep 
Score: -15889600.000000 Penalty: 4096.886230
	Iteration 56Q: 3 clusters Score -1.58896e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98317 members 
Mstep: Class 2 contains 199968 members 
Entering Unmasked Estep 
Score: -15889606.000000 Penalty: 4096.886230
	Iteration 57Q: 3 clusters Score -1.588961e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98210 members 
Mstep: Class 2 contains 200075 members 
Entering Unmasked Estep 
Score: -15889600.000000 Penalty: 4096.886230
	Iteration 58Q: 3 clusters Score -1.58896e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98108 members 
Mstep: Class 2 contains 200177 members 
Entering Unmasked Estep 
Score: -15889599.000000 Penalty: 4096.886230
	Iteration 59Q: 3 clusters Score -1.58896e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98010 members 
Mstep: Class 2 contains 200275 members 
Entering Unmasked Estep 
Score: -15889626.000000 Penalty: 4096.886230
	Iteration 60F: 3 clusters Score -1.588963e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97917 members 
Mstep: Class 2 contains 200368 members 
Entering Unmasked Estep 
Score: -15889641.000000 Penalty: 4096.886230
	Iteration 61Q: 3 clusters Score -1.588964e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97827 members 
Mstep: Class 2 contains 200458 members 
Entering Unmasked Estep 
Score: -15889607.000000 Penalty: 4096.886230
	Iteration 62Q: 3 clusters Score -1.588961e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97756 members 
Mstep: Class 2 contains 200529 members 
Entering Unmasked Estep 
Score: -15889583.000000 Penalty: 4096.886230
	Iteration 63Q: 3 clusters Score -1.588958e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97683 members 
Mstep: Class 2 contains 200602 members 
Entering Unmasked Estep 
Score: -15889599.000000 Penalty: 4096.886230
	Iteration 64Q: 3 clusters Score -1.58896e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97619 members 
Mstep: Class 2 contains 200666 members 
Entering Unmasked Estep 
Score: -15889595.000000 Penalty: 4096.886230
	Iteration 65Q: 3 clusters Score -1.58896e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97560 members 
Mstep: Class 2 contains 200725 members 
Entering Unmasked Estep 
Score: -15889596.000000 Penalty: 4096.886230
	Iteration 66Q: 3 clusters Score -1.58896e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97502 members 
Mstep: Class 2 contains 200783 members 
Entering Unmasked Estep 
Score: -15889592.000000 Penalty: 4096.886230
	Iteration 67Q: 3 clusters Score -1.588959e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97452 members 
Mstep: Class 2 contains 200833 members 
Entering Unmasked Estep 
Score: -15889598.000000 Penalty: 4096.886230
	Iteration 68Q: 3 clusters Score -1.58896e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97403 members 
Mstep: Class 2 contains 200882 members 
Entering Unmasked Estep 
Score: -15889607.000000 Penalty: 4096.886230
	Iteration 69Q: 3 clusters Score -1.588961e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97357 members 
Mstep: Class 2 contains 200928 members 
Entering Unmasked Estep 
Score: -15889596.000000 Penalty: 4096.886230
	Iteration 70Q: 3 clusters Score -1.58896e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97298 members 
Mstep: Class 2 contains 200987 members 
Entering Unmasked Estep 
Score: -15889596.000000 Penalty: 4096.886230
	Iteration 71Q: 3 clusters Score -1.58896e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97248 members 
Mstep: Class 2 contains 201037 members 
Entering Unmasked Estep 
Score: -15889606.000000 Penalty: 4096.886230
	Iteration 72Q: 3 clusters Score -1.588961e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97203 members 
Mstep: Class 2 contains 201082 members 
Entering Unmasked Estep 
Score: -15889579.000000 Penalty: 4096.886230
	Iteration 73Q: 3 clusters Score -1.588958e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97163 members 
Mstep: Class 2 contains 201122 members 
Entering Unmasked Estep 
Score: -15889598.000000 Penalty: 4096.886230
	Iteration 74Q: 3 clusters Score -1.58896e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97125 members 
Mstep: Class 2 contains 201160 members 
Entering Unmasked Estep 
Score: -15889619.000000 Penalty: 4096.886230
	Iteration 75Q: 3 clusters Score -1.588962e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97094 members 
Mstep: Class 2 contains 201191 members 
Entering Unmasked Estep 
Score: -15889605.000000 Penalty: 4096.886230
	Iteration 76Q: 3 clusters Score -1.58896e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97059 members 
Mstep: Class 2 contains 201226 members 
Entering Unmasked Estep 
Score: -15889606.000000 Penalty: 4096.886230
	Iteration 77Q: 3 clusters Score -1.588961e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97025 members 
Mstep: Class 2 contains 201260 members 
Entering Unmasked Estep 
Score: -15889601.000000 Penalty: 4096.886230
	Iteration 78Q: 3 clusters Score -1.58896e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96989 members 
Mstep: Class 2 contains 201296 members 
Entering Unmasked Estep 
Score: -15889606.000000 Penalty: 4096.886230
	Iteration 79Q: 3 clusters Score -1.588961e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96956 members 
Mstep: Class 2 contains 201329 members 
Entering Unmasked Estep 
Score: -15889607.000000 Penalty: 4096.886230
	Iteration 80F: 3 clusters Score -1.588961e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96922 members 
Mstep: Class 2 contains 201363 members 
Entering Unmasked Estep 
Score: -15889636.000000 Penalty: 4096.886230
	Iteration 81Q: 3 clusters Score -1.588964e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96894 members 
Mstep: Class 2 contains 201391 members 
Entering Unmasked Estep 
Score: -15889644.000000 Penalty: 4096.886230
	Iteration 82Q: 3 clusters Score -1.588964e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96873 members 
Mstep: Class 2 contains 201412 members 
Entering Unmasked Estep 
Score: -15889638.000000 Penalty: 4096.886230
	Iteration 83Q: 3 clusters Score -1.588964e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96852 members 
Mstep: Class 2 contains 201433 members 
Entering Unmasked Estep 
Score: -15889652.000000 Penalty: 4096.886230
	Iteration 84Q: 3 clusters Score -1.588965e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96835 members 
Mstep: Class 2 contains 201450 members 
Entering Unmasked Estep 
Score: -15889637.000000 Penalty: 4096.886230
	Iteration 85Q: 3 clusters Score -1.588964e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96818 members 
Mstep: Class 2 contains 201467 members 
Entering Unmasked Estep 
Score: -15889646.000000 Penalty: 4096.886230
	Iteration 86Q: 3 clusters Score -1.588965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96807 members 
Mstep: Class 2 contains 201478 members 
Entering Unmasked Estep 
Score: -15889644.000000 Penalty: 4096.886230
	Iteration 87Q: 3 clusters Score -1.588964e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96795 members 
Mstep: Class 2 contains 201490 members 
Entering Unmasked Estep 
Score: -15889630.000000 Penalty: 4096.886230
	Iteration 88Q: 3 clusters Score -1.588963e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96777 members 
Mstep: Class 2 contains 201508 members 
Entering Unmasked Estep 
Score: -15889627.000000 Penalty: 4096.886230
	Iteration 89Q: 3 clusters Score -1.588963e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96757 members 
Mstep: Class 2 contains 201528 members 
Entering Unmasked Estep 
Score: -15889631.000000 Penalty: 4096.886230
	Iteration 90Q: 3 clusters Score -1.588963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96743 members 
Mstep: Class 2 contains 201542 members 
Entering Unmasked Estep 
Score: -15889636.000000 Penalty: 4096.886230
	Iteration 91Q: 3 clusters Score -1.588964e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96726 members 
Mstep: Class 2 contains 201559 members 
Entering Unmasked Estep 
Score: -15889630.000000 Penalty: 4096.886230
	Iteration 92Q: 3 clusters Score -1.588963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96712 members 
Mstep: Class 2 contains 201573 members 
Entering Unmasked Estep 
Score: -15889634.000000 Penalty: 4096.886230
	Iteration 93Q: 3 clusters Score -1.588963e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96702 members 
Mstep: Class 2 contains 201583 members 
Entering Unmasked Estep 
Score: -15889632.000000 Penalty: 4096.886230
	Iteration 94Q: 3 clusters Score -1.588963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96697 members 
Mstep: Class 2 contains 201588 members 
Entering Unmasked Estep 
Score: -15889639.000000 Penalty: 4096.886230
	Iteration 95Q: 3 clusters Score -1.588964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96691 members 
Mstep: Class 2 contains 201594 members 
Entering Unmasked Estep 
Score: -15889639.000000 Penalty: 4096.886230
	Iteration 96Q: 3 clusters Score -1.588964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96682 members 
Mstep: Class 2 contains 201603 members 
Entering Unmasked Estep 
Score: -15889629.000000 Penalty: 4096.886230
	Iteration 97Q: 3 clusters Score -1.588963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96674 members 
Mstep: Class 2 contains 201611 members 
Entering Unmasked Estep 
Score: -15889634.000000 Penalty: 4096.886230
	Iteration 98Q: 3 clusters Score -1.588963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96668 members 
Mstep: Class 2 contains 201617 members 
Entering Unmasked Estep 
Score: -15889644.000000 Penalty: 4096.886230
	Iteration 99Q: 3 clusters Score -1.588964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96662 members 
Mstep: Class 2 contains 201623 members 
Entering Unmasked Estep 
Score: -15889656.000000 Penalty: 4096.886230
	Iteration 100F: 3 clusters Score -1.588966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96660 members 
Mstep: Class 2 contains 201625 members 
Entering Unmasked Estep 
Score: -15889656.000000 Penalty: 4096.886230
	Iteration 101Q: 3 clusters Score -1.588966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96657 members 
Mstep: Class 2 contains 201628 members 
Entering Unmasked Estep 
Score: -15889657.000000 Penalty: 4096.886230
	Iteration 102Q: 3 clusters Score -1.588966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96656 members 
Mstep: Class 2 contains 201629 members 
Entering Unmasked Estep 
Score: -15889661.000000 Penalty: 4096.886230
	Iteration 103Q: 3 clusters Score -1.588966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96653 members 
Mstep: Class 2 contains 201632 members 
Entering Unmasked Estep 
Score: -15889652.000000 Penalty: 4096.886230
	Iteration 104Q: 3 clusters Score -1.588965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96652 members 
Mstep: Class 2 contains 201633 members 
Entering Unmasked Estep 
Score: -15889647.000000 Penalty: 4096.886230
	Iteration 105Q: 3 clusters Score -1.588965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96650 members 
Mstep: Class 2 contains 201635 members 
Entering Unmasked Estep 
Score: -15889658.000000 Penalty: 4096.886230
	Iteration 106Q: 3 clusters Score -1.588966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96649 members 
Mstep: Class 2 contains 201636 members 
Entering Unmasked Estep 
Score: -15889654.000000 Penalty: 4096.886230
	Iteration 107Q: 3 clusters Score -1.588965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96649 members 
Mstep: Class 2 contains 201636 members 
Entering Unmasked Estep 
Score: -15889654.000000 Penalty: 4096.886230
	Iteration 108F: 3 clusters Score -1.588965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Entering Unmasked Estep 
Score: -416174.375000 Penalty: 1466.577881
	Iteration 0F: 2 clusters Score -416174.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -410154.125000 Penalty: 2933.155762
	Iteration 0F: 3 clusters Score -410154.1 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -411926.781250 Penalty: 2933.155762
	Iteration 1F: 3 clusters Score -411926.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -412188.031250 Penalty: 2933.155762
	Iteration 2F: 3 clusters Score -412188 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -412392.281250 Penalty: 2933.155762
	Iteration 3F: 3 clusters Score -412392.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -412624.625000 Penalty: 2933.155762
	Iteration 4Q: 3 clusters Score -412624.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -412891.625000 Penalty: 2933.155762
	Iteration 5Q: 3 clusters Score -412891.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -413177.968750 Penalty: 2933.155762
	Iteration 6Q: 3 clusters Score -413178 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -413457.187500 Penalty: 2933.155762
	Iteration 7Q: 3 clusters Score -413457.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -413746.937500 Penalty: 2933.155762
	Iteration 8Q: 3 clusters Score -413746.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -413985.875000 Penalty: 2933.155762
	Iteration 9Q: 3 clusters Score -413985.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -414200.125000 Penalty: 2933.155762
	Iteration 10Q: 3 clusters Score -414200.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -414402.875000 Penalty: 2933.155762
	Iteration 11Q: 3 clusters Score -414402.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -414559.625000 Penalty: 2933.155762
	Iteration 12Q: 3 clusters Score -414559.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -414675.250000 Penalty: 2933.155762
	Iteration 13Q: 3 clusters Score -414675.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -414750.375000 Penalty: 2933.155762
	Iteration 14Q: 3 clusters Score -414750.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -414795.250000 Penalty: 2933.155762
	Iteration 15Q: 3 clusters Score -414795.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -414830.593750 Penalty: 2933.155762
	Iteration 16Q: 3 clusters Score -414830.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -414850.031250 Penalty: 2933.155762
	Iteration 17Q: 3 clusters Score -414850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -414866.281250 Penalty: 2933.155762
	Iteration 18Q: 3 clusters Score -414866.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -414877.093750 Penalty: 2933.155762
	Iteration 19Q: 3 clusters Score -414877.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -414884.500000 Penalty: 2933.155762
	Iteration 20F: 3 clusters Score -414884.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -414894.187500 Penalty: 2933.155762
	Iteration 21Q: 3 clusters Score -414894.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -414900.156250 Penalty: 2933.155762
	Iteration 22Q: 3 clusters Score -414900.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -414907.750000 Penalty: 2933.155762
	Iteration 23Q: 3 clusters Score -414907.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -414916.593750 Penalty: 2933.155762
	Iteration 24Q: 3 clusters Score -414916.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -414924.000000 Penalty: 2933.155762
	Iteration 25Q: 3 clusters Score -414924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -414931.312500 Penalty: 2933.155762
	Iteration 26Q: 3 clusters Score -414931.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -414940.750000 Penalty: 2933.155762
	Iteration 27Q: 3 clusters Score -414940.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -414951.843750 Penalty: 2933.155762
	Iteration 28Q: 3 clusters Score -414951.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -414965.156250 Penalty: 2933.155762
	Iteration 29Q: 3 clusters Score -414965.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -414968.843750 Penalty: 2933.155762
	Iteration 30Q: 3 clusters Score -414968.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -414971.312500 Penalty: 2933.155762
	Iteration 31Q: 3 clusters Score -414971.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -414971.312500 Penalty: 2933.155762
	Iteration 32F: 3 clusters Score -414971.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (72919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72919 members 
Entering Unmasked Estep 
Score: -3897684.000000 Penalty: 1819.529419
	Iteration 0F: 2 clusters Score -3897684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -3849162.500000 Penalty: 3639.058838
	Iteration 0F: 3 clusters Score -3849162 nChanged 34262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -3868645.000000 Penalty: 3639.058838
	Iteration 1F: 3 clusters Score -3868645 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -3869262.500000 Penalty: 3639.058838
	Iteration 2Q: 3 clusters Score -3869262 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -3869939.000000 Penalty: 3639.058838
	Iteration 3Q: 3 clusters Score -3869939 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -3870683.500000 Penalty: 3639.058838
	Iteration 4Q: 3 clusters Score -3870684 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -3871704.250000 Penalty: 3639.058838
	Iteration 5Q: 3 clusters Score -3871704 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -3873129.250000 Penalty: 3639.058838
	Iteration 6Q: 3 clusters Score -3873129 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -3875408.750000 Penalty: 3639.058838
	Iteration 7F: 3 clusters Score -3875409 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 51567 members 
Entering Unmasked Estep 
Score: -3878594.000000 Penalty: 3639.058838
	Iteration 8F: 3 clusters Score -3878594 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 55969 members 
Entering Unmasked Estep 
Score: -3882518.000000 Penalty: 3639.058838
	Iteration 9F: 3 clusters Score -3882518 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 60201 members 
Entering Unmasked Estep 
Score: -3886400.000000 Penalty: 3639.058838
	Iteration 10F: 3 clusters Score -3886400 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 63672 members 
Entering Unmasked Estep 
Score: -3889481.250000 Penalty: 3639.058838
	Iteration 11Q: 3 clusters Score -3889481 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 66277 members 
Entering Unmasked Estep 
Score: -3891618.000000 Penalty: 3639.058838
	Iteration 12Q: 3 clusters Score -3891618 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 68204 members 
Entering Unmasked Estep 
Score: -3893160.250000 Penalty: 3639.058838
	Iteration 13Q: 3 clusters Score -3893160 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 69669 members 
Entering Unmasked Estep 
Score: -3894238.250000 Penalty: 3639.058838
	Iteration 14Q: 3 clusters Score -3894238 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 70673 members 
Entering Unmasked Estep 
Score: -3894964.750000 Penalty: 3639.058838
	Iteration 15Q: 3 clusters Score -3894965 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 71328 members 
Entering Unmasked Estep 
Score: -3895406.250000 Penalty: 3639.058838
	Iteration 16Q: 3 clusters Score -3895406 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 71705 members 
Entering Unmasked Estep 
Score: -3895656.000000 Penalty: 3639.058838
	Iteration 17Q: 3 clusters Score -3895656 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 71949 members 
Entering Unmasked Estep 
Score: -3895822.000000 Penalty: 3639.058838
	Iteration 18Q: 3 clusters Score -3895822 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 72100 members 
Entering Unmasked Estep 
Score: -3895941.250000 Penalty: 3639.058838
	Iteration 19Q: 3 clusters Score -3895941 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 72215 members 
Entering Unmasked Estep 
Score: -3896046.500000 Penalty: 3639.058838
	Iteration 20F: 3 clusters Score -3896046 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 72302 members 
Entering Unmasked Estep 
Score: -3896130.000000 Penalty: 3639.058838
	Iteration 21Q: 3 clusters Score -3896130 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 72351 members 
Entering Unmasked Estep 
Score: -3896183.750000 Penalty: 3639.058838
	Iteration 22Q: 3 clusters Score -3896184 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 72386 members 
Entering Unmasked Estep 
Score: -3896229.250000 Penalty: 3639.058838
	Iteration 23Q: 3 clusters Score -3896229 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 72413 members 
Entering Unmasked Estep 
Score: -3896272.250000 Penalty: 3639.058838
	Iteration 24Q: 3 clusters Score -3896272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 72424 members 
Entering Unmasked Estep 
Score: -3896296.500000 Penalty: 3639.058838
	Iteration 25Q: 3 clusters Score -3896296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 72424 members 
Entering Unmasked Estep 
Score: -3896303.500000 Penalty: 3639.058838
	Iteration 26Q: 3 clusters Score -3896304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 72434 members 
Entering Unmasked Estep 
Score: -3896315.750000 Penalty: 3639.058838
	Iteration 27Q: 3 clusters Score -3896316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 72436 members 
Entering Unmasked Estep 
Score: -3896312.500000 Penalty: 3639.058838
	Iteration 28Q: 3 clusters Score -3896312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 72438 members 
Entering Unmasked Estep 
Score: -3896324.750000 Penalty: 3639.058838
	Iteration 29Q: 3 clusters Score -3896325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 72446 members 
Entering Unmasked Estep 
Score: -3896330.250000 Penalty: 3639.058838
	Iteration 30Q: 3 clusters Score -3896330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 72451 members 
Entering Unmasked Estep 
Score: -3896339.750000 Penalty: 3639.058838
	Iteration 31Q: 3 clusters Score -3896340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 72455 members 
Entering Unmasked Estep 
Score: -3896343.000000 Penalty: 3639.058838
	Iteration 32Q: 3 clusters Score -3896343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 72457 members 
Entering Unmasked Estep 
Score: -3896347.250000 Penalty: 3639.058838
	Iteration 33Q: 3 clusters Score -3896347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 72456 members 
Entering Unmasked Estep 
Score: -3896353.750000 Penalty: 3639.058838
	Iteration 34Q: 3 clusters Score -3896354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 72454 members 
Entering Unmasked Estep 
Score: -3896354.500000 Penalty: 3639.058838
	Iteration 35Q: 3 clusters Score -3896354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 72457 members 
Entering Unmasked Estep 
Score: -3896362.250000 Penalty: 3639.058838
	Iteration 36Q: 3 clusters Score -3896362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 72460 members 
Entering Unmasked Estep 
Score: -3896361.750000 Penalty: 3639.058838
	Iteration 37Q: 3 clusters Score -3896362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 72458 members 
Entering Unmasked Estep 
Score: -3896365.000000 Penalty: 3639.058838
	Iteration 38Q: 3 clusters Score -3896365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 72462 members 
Entering Unmasked Estep 
Score: -3896372.250000 Penalty: 3639.058838
	Iteration 39Q: 3 clusters Score -3896372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 72468 members 
Entering Unmasked Estep 
Score: -3896375.750000 Penalty: 3639.058838
	Iteration 40F: 3 clusters Score -3896376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 72470 members 
Entering Unmasked Estep 
Score: -3896384.750000 Penalty: 3639.058838
	Iteration 41Q: 3 clusters Score -3896385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 72470 members 
Entering Unmasked Estep 
Score: -3896389.000000 Penalty: 3639.058838
	Iteration 42Q: 3 clusters Score -3896389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 72475 members 
Entering Unmasked Estep 
Score: -3896402.500000 Penalty: 3639.058838
	Iteration 43Q: 3 clusters Score -3896402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 72473 members 
Entering Unmasked Estep 
Score: -3896413.250000 Penalty: 3639.058838
	Iteration 44Q: 3 clusters Score -3896413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 72469 members 
Entering Unmasked Estep 
Score: -3896417.250000 Penalty: 3639.058838
	Iteration 45Q: 3 clusters Score -3896417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 72467 members 
Entering Unmasked Estep 
Score: -3896420.750000 Penalty: 3639.058838
	Iteration 46Q: 3 clusters Score -3896421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 72468 members 
Entering Unmasked Estep 
Score: -3896416.000000 Penalty: 3639.058838
	Iteration 47Q: 3 clusters Score -3896416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 72470 members 
Entering Unmasked Estep 
Score: -3896419.000000 Penalty: 3639.058838
	Iteration 48Q: 3 clusters Score -3896419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 72472 members 
Entering Unmasked Estep 
Score: -3896420.750000 Penalty: 3639.058838
	Iteration 49Q: 3 clusters Score -3896421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 72473 members 
Entering Unmasked Estep 
Score: -3896423.500000 Penalty: 3639.058838
	Iteration 50Q: 3 clusters Score -3896424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 72472 members 
Entering Unmasked Estep 
Score: -3896424.750000 Penalty: 3639.058838
	Iteration 51Q: 3 clusters Score -3896425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 72471 members 
Entering Unmasked Estep 
Score: -3896426.500000 Penalty: 3639.058838
	Iteration 52Q: 3 clusters Score -3896426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 72468 members 
Entering Unmasked Estep 
Score: -3896426.250000 Penalty: 3639.058838
	Iteration 53Q: 3 clusters Score -3896426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 72468 members 
Entering Unmasked Estep 
Score: -3896425.500000 Penalty: 3639.058838
	Iteration 54Q: 3 clusters Score -3896426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 72470 members 
Entering Unmasked Estep 
Score: -3896430.250000 Penalty: 3639.058838
	Iteration 55Q: 3 clusters Score -3896430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 72471 members 
Entering Unmasked Estep 
Score: -3896429.500000 Penalty: 3639.058838
	Iteration 56Q: 3 clusters Score -3896430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 72471 members 
Entering Unmasked Estep 
Score: -3896429.500000 Penalty: 3639.058838
	Iteration 57F: 3 clusters Score -3896430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Entering Unmasked Estep 
Score: -1488589.375000 Penalty: 1667.046265
	Iteration 0F: 2 clusters Score -1488589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1469347.000000 Penalty: 3334.092529
	Iteration 0F: 3 clusters Score -1469347 nChanged 13202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1476697.000000 Penalty: 3334.092529
	Iteration 1F: 3 clusters Score -1476697 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1477313.875000 Penalty: 3334.092529
	Iteration 2F: 3 clusters Score -1477314 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -1478186.750000 Penalty: 3334.092529
	Iteration 3F: 3 clusters Score -1478187 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -1479635.250000 Penalty: 3334.092529
	Iteration 4F: 3 clusters Score -1479635 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -1481663.625000 Penalty: 3334.092529
	Iteration 5F: 3 clusters Score -1481664 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -1483617.750000 Penalty: 3334.092529
	Iteration 6F: 3 clusters Score -1483618 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -1484947.125000 Penalty: 3334.092529
	Iteration 7F: 3 clusters Score -1484947 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -1485652.875000 Penalty: 3334.092529
	Iteration 8Q: 3 clusters Score -1485653 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -1486050.125000 Penalty: 3334.092529
	Iteration 9Q: 3 clusters Score -1486050 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -1486301.000000 Penalty: 3334.092529
	Iteration 10Q: 3 clusters Score -1486301 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -1486491.500000 Penalty: 3334.092529
	Iteration 11Q: 3 clusters Score -1486492 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -1486647.625000 Penalty: 3334.092529
	Iteration 12Q: 3 clusters Score -1486648 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -1486781.500000 Penalty: 3334.092529
	Iteration 13Q: 3 clusters Score -1486782 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -1486905.125000 Penalty: 3334.092529
	Iteration 14Q: 3 clusters Score -1486905 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -1486992.125000 Penalty: 3334.092529
	Iteration 15Q: 3 clusters Score -1486992 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -1487050.750000 Penalty: 3334.092529
	Iteration 16Q: 3 clusters Score -1487051 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -1487100.625000 Penalty: 3334.092529
	Iteration 17Q: 3 clusters Score -1487101 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -1487145.500000 Penalty: 3334.092529
	Iteration 18Q: 3 clusters Score -1487146 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -1487186.250000 Penalty: 3334.092529
	Iteration 19Q: 3 clusters Score -1487186 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -1487204.875000 Penalty: 3334.092529
	Iteration 20F: 3 clusters Score -1487205 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -1487223.000000 Penalty: 3334.092529
	Iteration 21Q: 3 clusters Score -1487223 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -1487238.000000 Penalty: 3334.092529
	Iteration 22Q: 3 clusters Score -1487238 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -1487250.125000 Penalty: 3334.092529
	Iteration 23Q: 3 clusters Score -1487250 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -1487260.000000 Penalty: 3334.092529
	Iteration 24Q: 3 clusters Score -1487260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -1487275.125000 Penalty: 3334.092529
	Iteration 25Q: 3 clusters Score -1487275 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -1487281.625000 Penalty: 3334.092529
	Iteration 26Q: 3 clusters Score -1487282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -1487288.500000 Penalty: 3334.092529
	Iteration 27Q: 3 clusters Score -1487288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -1487294.625000 Penalty: 3334.092529
	Iteration 28Q: 3 clusters Score -1487295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -1487300.125000 Penalty: 3334.092529
	Iteration 29Q: 3 clusters Score -1487300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -1487305.125000 Penalty: 3334.092529
	Iteration 30Q: 3 clusters Score -1487305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -1487305.625000 Penalty: 3334.092529
	Iteration 31Q: 3 clusters Score -1487306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -1487308.000000 Penalty: 3334.092529
	Iteration 32Q: 3 clusters Score -1487308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -1487313.875000 Penalty: 3334.092529
	Iteration 33Q: 3 clusters Score -1487314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -1487312.500000 Penalty: 3334.092529
	Iteration 34Q: 3 clusters Score -1487312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -1487314.250000 Penalty: 3334.092529
	Iteration 35Q: 3 clusters Score -1487314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -1487314.750000 Penalty: 3334.092529
	Iteration 36Q: 3 clusters Score -1487315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -1487315.500000 Penalty: 3334.092529
	Iteration 37Q: 3 clusters Score -1487316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -1487319.125000 Penalty: 3334.092529
	Iteration 38Q: 3 clusters Score -1487319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -1487320.750000 Penalty: 3334.092529
	Iteration 39Q: 3 clusters Score -1487321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -1487324.000000 Penalty: 3334.092529
	Iteration 40F: 3 clusters Score -1487324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (89168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89168 members 
Entering Unmasked Estep 
Score: -4738008.000000 Penalty: 1852.220093
	Iteration 0F: 2 clusters Score -4738008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -4678357.000000 Penalty: 3704.440186
	Iteration 0F: 3 clusters Score -4678357 nChanged 42580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -4703460.000000 Penalty: 3704.440186
	Iteration 1F: 3 clusters Score -4703460 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -4704455.000000 Penalty: 3704.440186
	Iteration 2Q: 3 clusters Score -4704455 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -4705776.000000 Penalty: 3704.440186
	Iteration 3Q: 3 clusters Score -4705776 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -4707601.500000 Penalty: 3704.440186
	Iteration 4Q: 3 clusters Score -4707602 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -4710132.500000 Penalty: 3704.440186
	Iteration 5F: 3 clusters Score -4710132 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -4713385.500000 Penalty: 3704.440186
	Iteration 6F: 3 clusters Score -4713386 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -4717225.000000 Penalty: 3704.440186
	Iteration 7F: 3 clusters Score -4717225 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51518 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -4720794.000000 Penalty: 3704.440186
	Iteration 8F: 3 clusters Score -4720794 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52418 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -4723042.000000 Penalty: 3704.440186
	Iteration 9F: 3 clusters Score -4723042 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -4723974.500000 Penalty: 3704.440186
	Iteration 10Q: 3 clusters Score -4723974 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53725 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -4724442.500000 Penalty: 3704.440186
	Iteration 11Q: 3 clusters Score -4724442 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -4724710.500000 Penalty: 3704.440186
	Iteration 12Q: 3 clusters Score -4724710 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -4724907.500000 Penalty: 3704.440186
	Iteration 13Q: 3 clusters Score -4724908 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55614 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -4725114.500000 Penalty: 3704.440186
	Iteration 14Q: 3 clusters Score -4725114 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -4725313.500000 Penalty: 3704.440186
	Iteration 15Q: 3 clusters Score -4725314 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -4725527.500000 Penalty: 3704.440186
	Iteration 16Q: 3 clusters Score -4725528 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57639 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -4725738.500000 Penalty: 3704.440186
	Iteration 17Q: 3 clusters Score -4725738 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58299 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -4725892.000000 Penalty: 3704.440186
	Iteration 18Q: 3 clusters Score -4725892 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -4726098.500000 Penalty: 3704.440186
	Iteration 19Q: 3 clusters Score -4726098 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59762 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -4726268.000000 Penalty: 3704.440186
	Iteration 20F: 3 clusters Score -4726268 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60534 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -4726455.500000 Penalty: 3704.440186
	Iteration 21Q: 3 clusters Score -4726456 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61343 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -4726635.000000 Penalty: 3704.440186
	Iteration 22Q: 3 clusters Score -4726635 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62152 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -4726817.000000 Penalty: 3704.440186
	Iteration 23Q: 3 clusters Score -4726817 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62979 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -4727019.000000 Penalty: 3704.440186
	Iteration 24Q: 3 clusters Score -4727019 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -4727256.000000 Penalty: 3704.440186
	Iteration 25Q: 3 clusters Score -4727256 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64768 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -4727484.000000 Penalty: 3704.440186
	Iteration 26Q: 3 clusters Score -4727484 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65706 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -4727717.000000 Penalty: 3704.440186
	Iteration 27Q: 3 clusters Score -4727717 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66686 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -4727956.500000 Penalty: 3704.440186
	Iteration 28Q: 3 clusters Score -4727956 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67671 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -4728225.500000 Penalty: 3704.440186
	Iteration 29Q: 3 clusters Score -4728226 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68676 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -4728459.500000 Penalty: 3704.440186
	Iteration 30Q: 3 clusters Score -4728460 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69726 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -4728772.000000 Penalty: 3704.440186
	Iteration 31Q: 3 clusters Score -4728772 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70846 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -4729100.000000 Penalty: 3704.440186
	Iteration 32Q: 3 clusters Score -4729100 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72044 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -4729508.000000 Penalty: 3704.440186
	Iteration 33Q: 3 clusters Score -4729508 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73329 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -4729974.000000 Penalty: 3704.440186
	Iteration 34Q: 3 clusters Score -4729974 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74689 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -4730490.000000 Penalty: 3704.440186
	Iteration 35Q: 3 clusters Score -4730490 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76064 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -4731106.000000 Penalty: 3704.440186
	Iteration 36Q: 3 clusters Score -4731106 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77422 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -4731729.000000 Penalty: 3704.440186
	Iteration 37Q: 3 clusters Score -4731729 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78759 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -4732428.500000 Penalty: 3704.440186
	Iteration 38Q: 3 clusters Score -4732428 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80019 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -4733111.500000 Penalty: 3704.440186
	Iteration 39Q: 3 clusters Score -4733112 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81158 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -4733718.500000 Penalty: 3704.440186
	Iteration 40F: 3 clusters Score -4733718 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82223 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -4734329.000000 Penalty: 3704.440186
	Iteration 41Q: 3 clusters Score -4734329 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83158 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -4734957.000000 Penalty: 3704.440186
	Iteration 42Q: 3 clusters Score -4734957 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83979 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -4735530.500000 Penalty: 3704.440186
	Iteration 43Q: 3 clusters Score -4735530 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84669 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -4736023.000000 Penalty: 3704.440186
	Iteration 44Q: 3 clusters Score -4736023 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85180 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -4736414.500000 Penalty: 3704.440186
	Iteration 45Q: 3 clusters Score -4736414 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85567 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -4736706.000000 Penalty: 3704.440186
	Iteration 46Q: 3 clusters Score -4736706 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85853 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -4736845.000000 Penalty: 3704.440186
	Iteration 47Q: 3 clusters Score -4736845 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86054 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -4736946.000000 Penalty: 3704.440186
	Iteration 48Q: 3 clusters Score -4736946 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -4736997.500000 Penalty: 3704.440186
	Iteration 49Q: 3 clusters Score -4736998 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86334 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -4737039.000000 Penalty: 3704.440186
	Iteration 50Q: 3 clusters Score -4737039 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86430 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -4737076.000000 Penalty: 3704.440186
	Iteration 51Q: 3 clusters Score -4737076 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86513 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4737115.500000 Penalty: 3704.440186
	Iteration 52Q: 3 clusters Score -4737116 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86579 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -4737126.000000 Penalty: 3704.440186
	Iteration 53Q: 3 clusters Score -4737126 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86613 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4737138.000000 Penalty: 3704.440186
	Iteration 54Q: 3 clusters Score -4737138 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86647 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -4737140.500000 Penalty: 3704.440186
	Iteration 55Q: 3 clusters Score -4737140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86664 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -4737144.000000 Penalty: 3704.440186
	Iteration 56Q: 3 clusters Score -4737144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86672 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -4737141.500000 Penalty: 3704.440186
	Iteration 57Q: 3 clusters Score -4737142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86683 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -4737139.500000 Penalty: 3704.440186
	Iteration 58Q: 3 clusters Score -4737140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86690 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -4737141.000000 Penalty: 3704.440186
	Iteration 59Q: 3 clusters Score -4737141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86694 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -4737142.500000 Penalty: 3704.440186
	Iteration 60F: 3 clusters Score -4737142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86700 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4737135.000000 Penalty: 3704.440186
	Iteration 61Q: 3 clusters Score -4737135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86704 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4737135.000000 Penalty: 3704.440186
	Iteration 62Q: 3 clusters Score -4737135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86709 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -4737134.500000 Penalty: 3704.440186
	Iteration 63Q: 3 clusters Score -4737134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86711 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -4737137.000000 Penalty: 3704.440186
	Iteration 64Q: 3 clusters Score -4737137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86713 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -4737137.000000 Penalty: 3704.440186
	Iteration 65Q: 3 clusters Score -4737137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86716 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -4737137.000000 Penalty: 3704.440186
	Iteration 66Q: 3 clusters Score -4737137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86721 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4737143.000000 Penalty: 3704.440186
	Iteration 67Q: 3 clusters Score -4737143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -4737142.500000 Penalty: 3704.440186
	Iteration 68Q: 3 clusters Score -4737142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86728 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4737143.000000 Penalty: 3704.440186
	Iteration 69Q: 3 clusters Score -4737143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86729 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4737140.500000 Penalty: 3704.440186
	Iteration 70Q: 3 clusters Score -4737140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86730 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -4737142.500000 Penalty: 3704.440186
	Iteration 71Q: 3 clusters Score -4737142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86731 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -4737137.000000 Penalty: 3704.440186
	Iteration 72Q: 3 clusters Score -4737137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86731 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -4737137.000000 Penalty: 3704.440186
	Iteration 73F: 3 clusters Score -4737137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Entering Unmasked Estep 
Score: -400832.281250 Penalty: 1448.975952
	Iteration 0F: 2 clusters Score -400832.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -395189.562500 Penalty: 2897.951904
	Iteration 0F: 3 clusters Score -395189.6 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -396847.437500 Penalty: 2897.951904
	Iteration 1F: 3 clusters Score -396847.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -397072.156250 Penalty: 2897.951904
	Iteration 2F: 3 clusters Score -397072.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -397228.093750 Penalty: 2897.951904
	Iteration 3F: 3 clusters Score -397228.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -397333.875000 Penalty: 2897.951904
	Iteration 4Q: 3 clusters Score -397333.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -397412.500000 Penalty: 2897.951904
	Iteration 5Q: 3 clusters Score -397412.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -397473.812500 Penalty: 2897.951904
	Iteration 6Q: 3 clusters Score -397473.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -397526.375000 Penalty: 2897.951904
	Iteration 7Q: 3 clusters Score -397526.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -397580.156250 Penalty: 2897.951904
	Iteration 8Q: 3 clusters Score -397580.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -397649.125000 Penalty: 2897.951904
	Iteration 9Q: 3 clusters Score -397649.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -397746.093750 Penalty: 2897.951904
	Iteration 10Q: 3 clusters Score -397746.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -397869.562500 Penalty: 2897.951904
	Iteration 11Q: 3 clusters Score -397869.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -398021.062500 Penalty: 2897.951904
	Iteration 12Q: 3 clusters Score -398021.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -398230.531250 Penalty: 2897.951904
	Iteration 13Q: 3 clusters Score -398230.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -398489.218750 Penalty: 2897.951904
	Iteration 14F: 3 clusters Score -398489.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -398764.093750 Penalty: 2897.951904
	Iteration 15Q: 3 clusters Score -398764.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -398976.343750 Penalty: 2897.951904
	Iteration 16Q: 3 clusters Score -398976.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -399149.062500 Penalty: 2897.951904
	Iteration 17Q: 3 clusters Score -399149.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -399280.625000 Penalty: 2897.951904
	Iteration 18Q: 3 clusters Score -399280.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -399386.531250 Penalty: 2897.951904
	Iteration 19Q: 3 clusters Score -399386.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -399447.812500 Penalty: 2897.951904
	Iteration 20F: 3 clusters Score -399447.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -399481.218750 Penalty: 2897.951904
	Iteration 21Q: 3 clusters Score -399481.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -399497.250000 Penalty: 2897.951904
	Iteration 22Q: 3 clusters Score -399497.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -399504.843750 Penalty: 2897.951904
	Iteration 23Q: 3 clusters Score -399504.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -399518.125000 Penalty: 2897.951904
	Iteration 24Q: 3 clusters Score -399518.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -399530.187500 Penalty: 2897.951904
	Iteration 25Q: 3 clusters Score -399530.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -399539.343750 Penalty: 2897.951904
	Iteration 26Q: 3 clusters Score -399539.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -399546.750000 Penalty: 2897.951904
	Iteration 27Q: 3 clusters Score -399546.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -399550.218750 Penalty: 2897.951904
	Iteration 28Q: 3 clusters Score -399550.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -399550.343750 Penalty: 2897.951904
	Iteration 29Q: 3 clusters Score -399550.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -399550.968750 Penalty: 2897.951904
	Iteration 30Q: 3 clusters Score -399551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -399552.718750 Penalty: 2897.951904
	Iteration 31Q: 3 clusters Score -399552.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -399552.718750 Penalty: 2897.951904
	Iteration 32F: 3 clusters Score -399552.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Entering Unmasked Estep 
Score: -170670.562500 Penalty: 1318.285767
	Iteration 0F: 2 clusters Score -170670.6 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 1665 members 
Entering Unmasked Estep 
Score: -167759.578125 Penalty: 2636.571533
	Iteration 0F: 3 clusters Score -167759.6 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -168532.296875 Penalty: 2636.571533
	Iteration 1F: 3 clusters Score -168532.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -168680.625000 Penalty: 2636.571533
	Iteration 2F: 3 clusters Score -168680.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -168763.000000 Penalty: 2636.571533
	Iteration 3Q: 3 clusters Score -168763 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -168823.687500 Penalty: 2636.571533
	Iteration 4Q: 3 clusters Score -168823.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -168890.531250 Penalty: 2636.571533
	Iteration 5Q: 3 clusters Score -168890.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -168949.171875 Penalty: 2636.571533
	Iteration 6Q: 3 clusters Score -168949.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -169028.453125 Penalty: 2636.571533
	Iteration 7Q: 3 clusters Score -169028.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -169111.906250 Penalty: 2636.571533
	Iteration 8Q: 3 clusters Score -169111.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -169195.562500 Penalty: 2636.571533
	Iteration 9Q: 3 clusters Score -169195.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -169276.234375 Penalty: 2636.571533
	Iteration 10Q: 3 clusters Score -169276.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -169356.578125 Penalty: 2636.571533
	Iteration 11Q: 3 clusters Score -169356.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -169434.687500 Penalty: 2636.571533
	Iteration 12Q: 3 clusters Score -169434.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -169505.812500 Penalty: 2636.571533
	Iteration 13Q: 3 clusters Score -169505.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -169564.265625 Penalty: 2636.571533
	Iteration 14Q: 3 clusters Score -169564.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -169616.140625 Penalty: 2636.571533
	Iteration 15Q: 3 clusters Score -169616.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -169666.218750 Penalty: 2636.571533
	Iteration 16Q: 3 clusters Score -169666.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -169697.031250 Penalty: 2636.571533
	Iteration 17Q: 3 clusters Score -169697 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -169715.078125 Penalty: 2636.571533
	Iteration 18Q: 3 clusters Score -169715.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -169730.468750 Penalty: 2636.571533
	Iteration 19Q: 3 clusters Score -169730.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -169743.703125 Penalty: 2636.571533
	Iteration 20F: 3 clusters Score -169743.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -169754.953125 Penalty: 2636.571533
	Iteration 21Q: 3 clusters Score -169755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -169762.265625 Penalty: 2636.571533
	Iteration 22Q: 3 clusters Score -169762.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -169771.046875 Penalty: 2636.571533
	Iteration 23Q: 3 clusters Score -169771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -169779.437500 Penalty: 2636.571533
	Iteration 24Q: 3 clusters Score -169779.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -169784.750000 Penalty: 2636.571533
	Iteration 25Q: 3 clusters Score -169784.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -169789.406250 Penalty: 2636.571533
	Iteration 26Q: 3 clusters Score -169789.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -169797.250000 Penalty: 2636.571533
	Iteration 27Q: 3 clusters Score -169797.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -169804.109375 Penalty: 2636.571533
	Iteration 28Q: 3 clusters Score -169804.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -169807.250000 Penalty: 2636.571533
	Iteration 29Q: 3 clusters Score -169807.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -169810.812500 Penalty: 2636.571533
	Iteration 30Q: 3 clusters Score -169810.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -169812.625000 Penalty: 2636.571533
	Iteration 31Q: 3 clusters Score -169812.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -169814.390625 Penalty: 2636.571533
	Iteration 32Q: 3 clusters Score -169814.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -169815.187500 Penalty: 2636.571533
	Iteration 33Q: 3 clusters Score -169815.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -169815.796875 Penalty: 2636.571533
	Iteration 34Q: 3 clusters Score -169815.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -169815.609375 Penalty: 2636.571533
	Iteration 35Q: 3 clusters Score -169815.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -169815.609375 Penalty: 2636.571533
	Iteration 36F: 3 clusters Score -169815.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Entering Unmasked Estep 
Score: -787186.437500 Penalty: 1556.610474
	Iteration 0F: 2 clusters Score -787186.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -777186.000000 Penalty: 3113.220947
	Iteration 0F: 3 clusters Score -777186 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -780635.500000 Penalty: 3113.220947
	Iteration 1F: 3 clusters Score -780635.5 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -780932.875000 Penalty: 3113.220947
	Iteration 2F: 3 clusters Score -780932.9 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -781178.312500 Penalty: 3113.220947
	Iteration 3Q: 3 clusters Score -781178.3 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -781418.437500 Penalty: 3113.220947
	Iteration 4Q: 3 clusters Score -781418.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -781645.375000 Penalty: 3113.220947
	Iteration 5Q: 3 clusters Score -781645.4 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -781897.875000 Penalty: 3113.220947
	Iteration 6Q: 3 clusters Score -781897.9 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -782197.125000 Penalty: 3113.220947
	Iteration 7Q: 3 clusters Score -782197.1 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -782596.625000 Penalty: 3113.220947
	Iteration 8Q: 3 clusters Score -782596.6 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -783146.187500 Penalty: 3113.220947
	Iteration 9F: 3 clusters Score -783146.2 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -783818.937500 Penalty: 3113.220947
	Iteration 10F: 3 clusters Score -783818.9 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -784491.250000 Penalty: 3113.220947
	Iteration 11F: 3 clusters Score -784491.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -785045.062500 Penalty: 3113.220947
	Iteration 12Q: 3 clusters Score -785045.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -785404.125000 Penalty: 3113.220947
	Iteration 13Q: 3 clusters Score -785404.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -785595.562500 Penalty: 3113.220947
	Iteration 14Q: 3 clusters Score -785595.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -785682.625000 Penalty: 3113.220947
	Iteration 15Q: 3 clusters Score -785682.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -785751.437500 Penalty: 3113.220947
	Iteration 16Q: 3 clusters Score -785751.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -785789.500000 Penalty: 3113.220947
	Iteration 17Q: 3 clusters Score -785789.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -785820.625000 Penalty: 3113.220947
	Iteration 18Q: 3 clusters Score -785820.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -785840.062500 Penalty: 3113.220947
	Iteration 19Q: 3 clusters Score -785840.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -785850.250000 Penalty: 3113.220947
	Iteration 20F: 3 clusters Score -785850.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -785860.937500 Penalty: 3113.220947
	Iteration 21Q: 3 clusters Score -785860.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -785868.937500 Penalty: 3113.220947
	Iteration 22Q: 3 clusters Score -785868.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -785872.000000 Penalty: 3113.220947
	Iteration 23Q: 3 clusters Score -785872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -785874.312500 Penalty: 3113.220947
	Iteration 24Q: 3 clusters Score -785874.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -785874.500000 Penalty: 3113.220947
	Iteration 25Q: 3 clusters Score -785874.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -785874.437500 Penalty: 3113.220947
	Iteration 26Q: 3 clusters Score -785874.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -785874.437500 Penalty: 3113.220947
	Iteration 27F: 3 clusters Score -785874.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59178 members 
Entering Unmasked Estep 
Score: -3177007.250000 Penalty: 1785.599609
	Iteration 0F: 2 clusters Score -3177007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -3137519.500000 Penalty: 3571.199219
	Iteration 0F: 3 clusters Score -3137520 nChanged 27768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -3153280.000000 Penalty: 3571.199219
	Iteration 1F: 3 clusters Score -3153280 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -3153900.250000 Penalty: 3571.199219
	Iteration 2Q: 3 clusters Score -3153900 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3154598.500000 Penalty: 3571.199219
	Iteration 3Q: 3 clusters Score -3154598 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -3155698.500000 Penalty: 3571.199219
	Iteration 4Q: 3 clusters Score -3155698 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -3157532.500000 Penalty: 3571.199219
	Iteration 5F: 3 clusters Score -3157532 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -3160563.000000 Penalty: 3571.199219
	Iteration 6F: 3 clusters Score -3160563 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -3164847.750000 Penalty: 3571.199219
	Iteration 7F: 3 clusters Score -3164848 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -3169358.750000 Penalty: 3571.199219
	Iteration 8F: 3 clusters Score -3169359 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56018 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -3172674.750000 Penalty: 3571.199219
	Iteration 9F: 3 clusters Score -3172675 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57749 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3174287.750000 Penalty: 3571.199219
	Iteration 10Q: 3 clusters Score -3174288 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3174919.750000 Penalty: 3571.199219
	Iteration 11Q: 3 clusters Score -3174920 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3175200.250000 Penalty: 3571.199219
	Iteration 12Q: 3 clusters Score -3175200 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58841 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3175332.250000 Penalty: 3571.199219
	Iteration 13Q: 3 clusters Score -3175332 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58885 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3175396.500000 Penalty: 3571.199219
	Iteration 14Q: 3 clusters Score -3175396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58906 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3175416.000000 Penalty: 3571.199219
	Iteration 15Q: 3 clusters Score -3175416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58912 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3175426.750000 Penalty: 3571.199219
	Iteration 16Q: 3 clusters Score -3175427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58917 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3175435.250000 Penalty: 3571.199219
	Iteration 17Q: 3 clusters Score -3175435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3175447.250000 Penalty: 3571.199219
	Iteration 18Q: 3 clusters Score -3175447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58924 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3175455.250000 Penalty: 3571.199219
	Iteration 19Q: 3 clusters Score -3175455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58924 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3175465.500000 Penalty: 3571.199219
	Iteration 20F: 3 clusters Score -3175466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3175479.500000 Penalty: 3571.199219
	Iteration 21Q: 3 clusters Score -3175480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58937 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3175492.250000 Penalty: 3571.199219
	Iteration 22Q: 3 clusters Score -3175492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58942 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3175498.750000 Penalty: 3571.199219
	Iteration 23Q: 3 clusters Score -3175499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58943 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3175499.500000 Penalty: 3571.199219
	Iteration 24Q: 3 clusters Score -3175500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58946 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3175501.750000 Penalty: 3571.199219
	Iteration 25Q: 3 clusters Score -3175502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58946 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3175501.750000 Penalty: 3571.199219
	Iteration 26F: 3 clusters Score -3175502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Entering Unmasked Estep 
Score: -739266.125000 Penalty: 1557.238647
	Iteration 0F: 2 clusters Score -739266.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -729141.625000 Penalty: 3114.477295
	Iteration 0F: 3 clusters Score -729141.6 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -732645.562500 Penalty: 3114.477295
	Iteration 1F: 3 clusters Score -732645.6 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -733059.000000 Penalty: 3114.477295
	Iteration 2F: 3 clusters Score -733059 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -733598.625000 Penalty: 3114.477295
	Iteration 3F: 3 clusters Score -733598.6 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -734377.687500 Penalty: 3114.477295
	Iteration 4F: 3 clusters Score -734377.7 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -735466.187500 Penalty: 3114.477295
	Iteration 5F: 3 clusters Score -735466.2 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -736592.875000 Penalty: 3114.477295
	Iteration 6F: 3 clusters Score -736592.9 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -737380.375000 Penalty: 3114.477295
	Iteration 7F: 3 clusters Score -737380.4 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -737771.937500 Penalty: 3114.477295
	Iteration 8Q: 3 clusters Score -737771.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -737936.437500 Penalty: 3114.477295
	Iteration 9Q: 3 clusters Score -737936.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -738021.125000 Penalty: 3114.477295
	Iteration 10Q: 3 clusters Score -738021.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -738096.250000 Penalty: 3114.477295
	Iteration 11Q: 3 clusters Score -738096.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -738164.937500 Penalty: 3114.477295
	Iteration 12Q: 3 clusters Score -738164.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -738219.812500 Penalty: 3114.477295
	Iteration 13Q: 3 clusters Score -738219.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -738263.562500 Penalty: 3114.477295
	Iteration 14Q: 3 clusters Score -738263.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -738306.062500 Penalty: 3114.477295
	Iteration 15Q: 3 clusters Score -738306.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -738336.437500 Penalty: 3114.477295
	Iteration 16Q: 3 clusters Score -738336.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -738366.687500 Penalty: 3114.477295
	Iteration 17Q: 3 clusters Score -738366.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -738383.812500 Penalty: 3114.477295
	Iteration 18Q: 3 clusters Score -738383.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -738410.750000 Penalty: 3114.477295
	Iteration 19Q: 3 clusters Score -738410.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -738422.937500 Penalty: 3114.477295
	Iteration 20F: 3 clusters Score -738422.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -738431.750000 Penalty: 3114.477295
	Iteration 21Q: 3 clusters Score -738431.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -738436.062500 Penalty: 3114.477295
	Iteration 22Q: 3 clusters Score -738436.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -738443.125000 Penalty: 3114.477295
	Iteration 23Q: 3 clusters Score -738443.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -738450.250000 Penalty: 3114.477295
	Iteration 24Q: 3 clusters Score -738450.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -738455.500000 Penalty: 3114.477295
	Iteration 25Q: 3 clusters Score -738455.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -738460.000000 Penalty: 3114.477295
	Iteration 26Q: 3 clusters Score -738460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -738467.062500 Penalty: 3114.477295
	Iteration 27Q: 3 clusters Score -738467.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -738470.812500 Penalty: 3114.477295
	Iteration 28Q: 3 clusters Score -738470.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -738476.937500 Penalty: 3114.477295
	Iteration 29Q: 3 clusters Score -738476.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -738477.437500 Penalty: 3114.477295
	Iteration 30Q: 3 clusters Score -738477.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -738483.562500 Penalty: 3114.477295
	Iteration 31Q: 3 clusters Score -738483.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -738486.750000 Penalty: 3114.477295
	Iteration 32Q: 3 clusters Score -738486.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -738488.437500 Penalty: 3114.477295
	Iteration 33Q: 3 clusters Score -738488.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -738491.500000 Penalty: 3114.477295
	Iteration 34Q: 3 clusters Score -738491.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -738491.187500 Penalty: 3114.477295
	Iteration 35Q: 3 clusters Score -738491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -738492.750000 Penalty: 3114.477295
	Iteration 36Q: 3 clusters Score -738492.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -738491.875000 Penalty: 3114.477295
	Iteration 37Q: 3 clusters Score -738491.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -738490.500000 Penalty: 3114.477295
	Iteration 38Q: 3 clusters Score -738490.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -738489.875000 Penalty: 3114.477295
	Iteration 39Q: 3 clusters Score -738489.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -738489.812500 Penalty: 3114.477295
	Iteration 40F: 3 clusters Score -738489.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -738488.562500 Penalty: 3114.477295
	Iteration 41Q: 3 clusters Score -738488.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -738490.437500 Penalty: 3114.477295
	Iteration 42Q: 3 clusters Score -738490.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -738490.250000 Penalty: 3114.477295
	Iteration 43Q: 3 clusters Score -738490.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -738490.250000 Penalty: 3114.477295
	Iteration 44F: 3 clusters Score -738490.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Entering Unmasked Estep 
Score: -1752067.000000 Penalty: 1696.359009
	Iteration 0F: 2 clusters Score -1752067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -1729240.625000 Penalty: 3392.718018
	Iteration 0F: 3 clusters Score -1729241 nChanged 15733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -1737970.375000 Penalty: 3392.718018
	Iteration 1F: 3 clusters Score -1737970 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -1738738.000000 Penalty: 3392.718018
	Iteration 2Q: 3 clusters Score -1738738 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1739698.875000 Penalty: 3392.718018
	Iteration 3F: 3 clusters Score -1739699 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -1740903.000000 Penalty: 3392.718018
	Iteration 4F: 3 clusters Score -1740903 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1742274.500000 Penalty: 3392.718018
	Iteration 5F: 3 clusters Score -1742274 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1743711.375000 Penalty: 3392.718018
	Iteration 6F: 3 clusters Score -1743711 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1745083.375000 Penalty: 3392.718018
	Iteration 7F: 3 clusters Score -1745083 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1746274.625000 Penalty: 3392.718018
	Iteration 8F: 3 clusters Score -1746275 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1747175.875000 Penalty: 3392.718018
	Iteration 9Q: 3 clusters Score -1747176 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1747764.625000 Penalty: 3392.718018
	Iteration 10Q: 3 clusters Score -1747765 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1748096.000000 Penalty: 3392.718018
	Iteration 11Q: 3 clusters Score -1748096 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1748298.000000 Penalty: 3392.718018
	Iteration 12Q: 3 clusters Score -1748298 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1748450.125000 Penalty: 3392.718018
	Iteration 13Q: 3 clusters Score -1748450 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1748572.875000 Penalty: 3392.718018
	Iteration 14Q: 3 clusters Score -1748573 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1748671.250000 Penalty: 3392.718018
	Iteration 15Q: 3 clusters Score -1748671 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1748766.250000 Penalty: 3392.718018
	Iteration 16Q: 3 clusters Score -1748766 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1748844.625000 Penalty: 3392.718018
	Iteration 17Q: 3 clusters Score -1748845 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1748922.625000 Penalty: 3392.718018
	Iteration 18Q: 3 clusters Score -1748923 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1749017.250000 Penalty: 3392.718018
	Iteration 19Q: 3 clusters Score -1749017 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1749114.875000 Penalty: 3392.718018
	Iteration 20F: 3 clusters Score -1749115 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1749210.500000 Penalty: 3392.718018
	Iteration 21Q: 3 clusters Score -1749210 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1749320.750000 Penalty: 3392.718018
	Iteration 22Q: 3 clusters Score -1749321 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1749410.625000 Penalty: 3392.718018
	Iteration 23Q: 3 clusters Score -1749411 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1749513.750000 Penalty: 3392.718018
	Iteration 24Q: 3 clusters Score -1749514 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1749606.625000 Penalty: 3392.718018
	Iteration 25Q: 3 clusters Score -1749607 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1749693.625000 Penalty: 3392.718018
	Iteration 26Q: 3 clusters Score -1749694 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1749781.625000 Penalty: 3392.718018
	Iteration 27Q: 3 clusters Score -1749782 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1749861.125000 Penalty: 3392.718018
	Iteration 28Q: 3 clusters Score -1749861 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1749925.500000 Penalty: 3392.718018
	Iteration 29Q: 3 clusters Score -1749926 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1749987.875000 Penalty: 3392.718018
	Iteration 30Q: 3 clusters Score -1749988 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1750033.125000 Penalty: 3392.718018
	Iteration 31Q: 3 clusters Score -1750033 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1750073.375000 Penalty: 3392.718018
	Iteration 32Q: 3 clusters Score -1750073 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1750121.250000 Penalty: 3392.718018
	Iteration 33Q: 3 clusters Score -1750121 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1750163.125000 Penalty: 3392.718018
	Iteration 34Q: 3 clusters Score -1750163 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1750196.000000 Penalty: 3392.718018
	Iteration 35Q: 3 clusters Score -1750196 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1750228.625000 Penalty: 3392.718018
	Iteration 36Q: 3 clusters Score -1750229 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1750269.625000 Penalty: 3392.718018
	Iteration 37Q: 3 clusters Score -1750270 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1750301.375000 Penalty: 3392.718018
	Iteration 38Q: 3 clusters Score -1750301 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1750335.750000 Penalty: 3392.718018
	Iteration 39Q: 3 clusters Score -1750336 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1750372.500000 Penalty: 3392.718018
	Iteration 40F: 3 clusters Score -1750372 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1750398.250000 Penalty: 3392.718018
	Iteration 41Q: 3 clusters Score -1750398 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1750418.750000 Penalty: 3392.718018
	Iteration 42Q: 3 clusters Score -1750419 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1750440.500000 Penalty: 3392.718018
	Iteration 43Q: 3 clusters Score -1750440 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1750453.375000 Penalty: 3392.718018
	Iteration 44Q: 3 clusters Score -1750453 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1750471.875000 Penalty: 3392.718018
	Iteration 45Q: 3 clusters Score -1750472 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1750484.625000 Penalty: 3392.718018
	Iteration 46Q: 3 clusters Score -1750485 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1750510.250000 Penalty: 3392.718018
	Iteration 47Q: 3 clusters Score -1750510 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1750522.250000 Penalty: 3392.718018
	Iteration 48Q: 3 clusters Score -1750522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1750529.625000 Penalty: 3392.718018
	Iteration 49Q: 3 clusters Score -1750530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1750541.625000 Penalty: 3392.718018
	Iteration 50Q: 3 clusters Score -1750542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1750553.875000 Penalty: 3392.718018
	Iteration 51Q: 3 clusters Score -1750554 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1750563.375000 Penalty: 3392.718018
	Iteration 52Q: 3 clusters Score -1750563 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1750573.500000 Penalty: 3392.718018
	Iteration 53Q: 3 clusters Score -1750574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1750574.375000 Penalty: 3392.718018
	Iteration 54Q: 3 clusters Score -1750574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1750582.375000 Penalty: 3392.718018
	Iteration 55Q: 3 clusters Score -1750582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1750586.250000 Penalty: 3392.718018
	Iteration 56Q: 3 clusters Score -1750586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1750594.500000 Penalty: 3392.718018
	Iteration 57Q: 3 clusters Score -1750594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1750602.125000 Penalty: 3392.718018
	Iteration 58Q: 3 clusters Score -1750602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1750606.000000 Penalty: 3392.718018
	Iteration 59Q: 3 clusters Score -1750606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1750612.875000 Penalty: 3392.718018
	Iteration 60F: 3 clusters Score -1750613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1750619.500000 Penalty: 3392.718018
	Iteration 61Q: 3 clusters Score -1750620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1750627.250000 Penalty: 3392.718018
	Iteration 62Q: 3 clusters Score -1750627 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1750635.000000 Penalty: 3392.718018
	Iteration 63Q: 3 clusters Score -1750635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1750643.000000 Penalty: 3392.718018
	Iteration 64Q: 3 clusters Score -1750643 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1750647.750000 Penalty: 3392.718018
	Iteration 65Q: 3 clusters Score -1750648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1750653.250000 Penalty: 3392.718018
	Iteration 66Q: 3 clusters Score -1750653 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1750660.875000 Penalty: 3392.718018
	Iteration 67Q: 3 clusters Score -1750661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1750665.250000 Penalty: 3392.718018
	Iteration 68Q: 3 clusters Score -1750665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1750670.375000 Penalty: 3392.718018
	Iteration 69Q: 3 clusters Score -1750670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1750676.125000 Penalty: 3392.718018
	Iteration 70Q: 3 clusters Score -1750676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1750676.875000 Penalty: 3392.718018
	Iteration 71Q: 3 clusters Score -1750677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1750679.875000 Penalty: 3392.718018
	Iteration 72Q: 3 clusters Score -1750680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1750685.250000 Penalty: 3392.718018
	Iteration 73Q: 3 clusters Score -1750685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1750688.000000 Penalty: 3392.718018
	Iteration 74Q: 3 clusters Score -1750688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1750695.250000 Penalty: 3392.718018
	Iteration 75Q: 3 clusters Score -1750695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1750701.125000 Penalty: 3392.718018
	Iteration 76Q: 3 clusters Score -1750701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1750707.500000 Penalty: 3392.718018
	Iteration 77Q: 3 clusters Score -1750708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1750708.250000 Penalty: 3392.718018
	Iteration 78Q: 3 clusters Score -1750708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1750712.625000 Penalty: 3392.718018
	Iteration 79Q: 3 clusters Score -1750713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1750718.625000 Penalty: 3392.718018
	Iteration 80F: 3 clusters Score -1750719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1750720.875000 Penalty: 3392.718018
	Iteration 81Q: 3 clusters Score -1750721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1750724.375000 Penalty: 3392.718018
	Iteration 82Q: 3 clusters Score -1750724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1750726.625000 Penalty: 3392.718018
	Iteration 83Q: 3 clusters Score -1750727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1750727.125000 Penalty: 3392.718018
	Iteration 84Q: 3 clusters Score -1750727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1750731.375000 Penalty: 3392.718018
	Iteration 85Q: 3 clusters Score -1750731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1750733.625000 Penalty: 3392.718018
	Iteration 86Q: 3 clusters Score -1750734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1750733.000000 Penalty: 3392.718018
	Iteration 87Q: 3 clusters Score -1750733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1750736.250000 Penalty: 3392.718018
	Iteration 88Q: 3 clusters Score -1750736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1750737.500000 Penalty: 3392.718018
	Iteration 89Q: 3 clusters Score -1750738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1750736.375000 Penalty: 3392.718018
	Iteration 90Q: 3 clusters Score -1750736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1750736.250000 Penalty: 3392.718018
	Iteration 91Q: 3 clusters Score -1750736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1750733.875000 Penalty: 3392.718018
	Iteration 92Q: 3 clusters Score -1750734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1750735.125000 Penalty: 3392.718018
	Iteration 93Q: 3 clusters Score -1750735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1750738.500000 Penalty: 3392.718018
	Iteration 94Q: 3 clusters Score -1750738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1750740.250000 Penalty: 3392.718018
	Iteration 95Q: 3 clusters Score -1750740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1750741.500000 Penalty: 3392.718018
	Iteration 96Q: 3 clusters Score -1750742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1750743.875000 Penalty: 3392.718018
	Iteration 97Q: 3 clusters Score -1750744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1750745.000000 Penalty: 3392.718018
	Iteration 98Q: 3 clusters Score -1750745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1750744.625000 Penalty: 3392.718018
	Iteration 99Q: 3 clusters Score -1750745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1750744.625000 Penalty: 3392.718018
	Iteration 100F: 3 clusters Score -1750745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Entering Unmasked Estep 
Score: -469076.656250 Penalty: 1486.365967
	Iteration 0F: 2 clusters Score -469076.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -462332.750000 Penalty: 2972.731934
	Iteration 0F: 3 clusters Score -462332.8 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -464498.000000 Penalty: 2972.731934
	Iteration 1F: 3 clusters Score -464498 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -464746.468750 Penalty: 2972.731934
	Iteration 2F: 3 clusters Score -464746.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -464910.468750 Penalty: 2972.731934
	Iteration 3Q: 3 clusters Score -464910.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -465056.125000 Penalty: 2972.731934
	Iteration 4Q: 3 clusters Score -465056.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -465191.843750 Penalty: 2972.731934
	Iteration 5Q: 3 clusters Score -465191.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -465313.375000 Penalty: 2972.731934
	Iteration 6Q: 3 clusters Score -465313.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -465435.843750 Penalty: 2972.731934
	Iteration 7Q: 3 clusters Score -465435.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -465582.187500 Penalty: 2972.731934
	Iteration 8Q: 3 clusters Score -465582.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -465720.312500 Penalty: 2972.731934
	Iteration 9Q: 3 clusters Score -465720.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -465876.500000 Penalty: 2972.731934
	Iteration 10Q: 3 clusters Score -465876.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -466063.562500 Penalty: 2972.731934
	Iteration 11Q: 3 clusters Score -466063.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -466271.125000 Penalty: 2972.731934
	Iteration 12Q: 3 clusters Score -466271.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -466492.062500 Penalty: 2972.731934
	Iteration 13Q: 3 clusters Score -466492.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -466699.187500 Penalty: 2972.731934
	Iteration 14Q: 3 clusters Score -466699.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -466861.156250 Penalty: 2972.731934
	Iteration 15Q: 3 clusters Score -466861.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -466970.375000 Penalty: 2972.731934
	Iteration 16Q: 3 clusters Score -466970.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -467055.343750 Penalty: 2972.731934
	Iteration 17Q: 3 clusters Score -467055.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -467126.250000 Penalty: 2972.731934
	Iteration 18Q: 3 clusters Score -467126.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -467179.875000 Penalty: 2972.731934
	Iteration 19Q: 3 clusters Score -467179.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -467230.031250 Penalty: 2972.731934
	Iteration 20F: 3 clusters Score -467230 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -467278.843750 Penalty: 2972.731934
	Iteration 21Q: 3 clusters Score -467278.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -467344.687500 Penalty: 2972.731934
	Iteration 22Q: 3 clusters Score -467344.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -467438.593750 Penalty: 2972.731934
	Iteration 23Q: 3 clusters Score -467438.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -467514.187500 Penalty: 2972.731934
	Iteration 24Q: 3 clusters Score -467514.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -467570.843750 Penalty: 2972.731934
	Iteration 25Q: 3 clusters Score -467570.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -467614.187500 Penalty: 2972.731934
	Iteration 26Q: 3 clusters Score -467614.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -467650.968750 Penalty: 2972.731934
	Iteration 27Q: 3 clusters Score -467651 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -467678.812500 Penalty: 2972.731934
	Iteration 28Q: 3 clusters Score -467678.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -467698.343750 Penalty: 2972.731934
	Iteration 29Q: 3 clusters Score -467698.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -467716.156250 Penalty: 2972.731934
	Iteration 30Q: 3 clusters Score -467716.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -467731.625000 Penalty: 2972.731934
	Iteration 31Q: 3 clusters Score -467731.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -467744.000000 Penalty: 2972.731934
	Iteration 32Q: 3 clusters Score -467744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -467758.906250 Penalty: 2972.731934
	Iteration 33Q: 3 clusters Score -467758.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -467775.531250 Penalty: 2972.731934
	Iteration 34Q: 3 clusters Score -467775.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -467791.375000 Penalty: 2972.731934
	Iteration 35Q: 3 clusters Score -467791.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -467803.250000 Penalty: 2972.731934
	Iteration 36Q: 3 clusters Score -467803.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -467812.343750 Penalty: 2972.731934
	Iteration 37Q: 3 clusters Score -467812.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -467825.218750 Penalty: 2972.731934
	Iteration 38Q: 3 clusters Score -467825.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -467834.437500 Penalty: 2972.731934
	Iteration 39Q: 3 clusters Score -467834.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -467844.093750 Penalty: 2972.731934
	Iteration 40F: 3 clusters Score -467844.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -467850.312500 Penalty: 2972.731934
	Iteration 41Q: 3 clusters Score -467850.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -467854.968750 Penalty: 2972.731934
	Iteration 42Q: 3 clusters Score -467855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -467862.906250 Penalty: 2972.731934
	Iteration 43Q: 3 clusters Score -467862.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -467869.625000 Penalty: 2972.731934
	Iteration 44Q: 3 clusters Score -467869.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -467875.781250 Penalty: 2972.731934
	Iteration 45Q: 3 clusters Score -467875.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -467886.656250 Penalty: 2972.731934
	Iteration 46Q: 3 clusters Score -467886.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -467894.593750 Penalty: 2972.731934
	Iteration 47Q: 3 clusters Score -467894.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -467901.562500 Penalty: 2972.731934
	Iteration 48Q: 3 clusters Score -467901.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -467907.000000 Penalty: 2972.731934
	Iteration 49Q: 3 clusters Score -467907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -467910.718750 Penalty: 2972.731934
	Iteration 50Q: 3 clusters Score -467910.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -467914.187500 Penalty: 2972.731934
	Iteration 51Q: 3 clusters Score -467914.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -467918.187500 Penalty: 2972.731934
	Iteration 52Q: 3 clusters Score -467918.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -467922.906250 Penalty: 2972.731934
	Iteration 53Q: 3 clusters Score -467922.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -467928.468750 Penalty: 2972.731934
	Iteration 54Q: 3 clusters Score -467928.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -467936.750000 Penalty: 2972.731934
	Iteration 55Q: 3 clusters Score -467936.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -467942.843750 Penalty: 2972.731934
	Iteration 56Q: 3 clusters Score -467942.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -467951.781250 Penalty: 2972.731934
	Iteration 57Q: 3 clusters Score -467951.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -467961.531250 Penalty: 2972.731934
	Iteration 58Q: 3 clusters Score -467961.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -467966.500000 Penalty: 2972.731934
	Iteration 59Q: 3 clusters Score -467966.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -467970.281250 Penalty: 2972.731934
	Iteration 60F: 3 clusters Score -467970.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -467973.000000 Penalty: 2972.731934
	Iteration 61Q: 3 clusters Score -467973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -467977.468750 Penalty: 2972.731934
	Iteration 62Q: 3 clusters Score -467977.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -467979.093750 Penalty: 2972.731934
	Iteration 63Q: 3 clusters Score -467979.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -467982.375000 Penalty: 2972.731934
	Iteration 64Q: 3 clusters Score -467982.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -467982.468750 Penalty: 2972.731934
	Iteration 65Q: 3 clusters Score -467982.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -467982.250000 Penalty: 2972.731934
	Iteration 66Q: 3 clusters Score -467982.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -467982.718750 Penalty: 2972.731934
	Iteration 67Q: 3 clusters Score -467982.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -467983.593750 Penalty: 2972.731934
	Iteration 68Q: 3 clusters Score -467983.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -467983.593750 Penalty: 2972.731934
	Iteration 69Q: 3 clusters Score -467983.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -467983.218750 Penalty: 2972.731934
	Iteration 70Q: 3 clusters Score -467983.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -467983.593750 Penalty: 2972.731934
	Iteration 71Q: 3 clusters Score -467983.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -467984.062500 Penalty: 2972.731934
	Iteration 72Q: 3 clusters Score -467984.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -467985.500000 Penalty: 2972.731934
	Iteration 73Q: 3 clusters Score -467985.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -467985.656250 Penalty: 2972.731934
	Iteration 74Q: 3 clusters Score -467985.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -467985.875000 Penalty: 2972.731934
	Iteration 75Q: 3 clusters Score -467985.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -467987.093750 Penalty: 2972.731934
	Iteration 76Q: 3 clusters Score -467987.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -467986.343750 Penalty: 2972.731934
	Iteration 77Q: 3 clusters Score -467986.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -467986.343750 Penalty: 2972.731934
	Iteration 78F: 3 clusters Score -467986.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Entering Unmasked Estep 
Score: -356294.562500 Penalty: 1433.962402
	Iteration 0F: 2 clusters Score -356294.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -351059.375000 Penalty: 2867.924805
	Iteration 0F: 3 clusters Score -351059.4 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -352663.687500 Penalty: 2867.924805
	Iteration 1F: 3 clusters Score -352663.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -352867.593750 Penalty: 2867.924805
	Iteration 2F: 3 clusters Score -352867.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -353017.156250 Penalty: 2867.924805
	Iteration 3F: 3 clusters Score -353017.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -353144.468750 Penalty: 2867.924805
	Iteration 4Q: 3 clusters Score -353144.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -353283.593750 Penalty: 2867.924805
	Iteration 5Q: 3 clusters Score -353283.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -353442.281250 Penalty: 2867.924805
	Iteration 6Q: 3 clusters Score -353442.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -353643.750000 Penalty: 2867.924805
	Iteration 7Q: 3 clusters Score -353643.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -353902.843750 Penalty: 2867.924805
	Iteration 8F: 3 clusters Score -353902.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -354210.593750 Penalty: 2867.924805
	Iteration 9F: 3 clusters Score -354210.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -354476.687500 Penalty: 2867.924805
	Iteration 10Q: 3 clusters Score -354476.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -354666.187500 Penalty: 2867.924805
	Iteration 11Q: 3 clusters Score -354666.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -354821.031250 Penalty: 2867.924805
	Iteration 12Q: 3 clusters Score -354821 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -354911.625000 Penalty: 2867.924805
	Iteration 13Q: 3 clusters Score -354911.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -354960.312500 Penalty: 2867.924805
	Iteration 14Q: 3 clusters Score -354960.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -354999.968750 Penalty: 2867.924805
	Iteration 15Q: 3 clusters Score -355000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -355028.531250 Penalty: 2867.924805
	Iteration 16Q: 3 clusters Score -355028.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -355047.031250 Penalty: 2867.924805
	Iteration 17Q: 3 clusters Score -355047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -355053.937500 Penalty: 2867.924805
	Iteration 18Q: 3 clusters Score -355053.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -355067.656250 Penalty: 2867.924805
	Iteration 19Q: 3 clusters Score -355067.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -355076.468750 Penalty: 2867.924805
	Iteration 20F: 3 clusters Score -355076.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -355084.187500 Penalty: 2867.924805
	Iteration 21Q: 3 clusters Score -355084.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -355090.187500 Penalty: 2867.924805
	Iteration 22Q: 3 clusters Score -355090.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -355094.531250 Penalty: 2867.924805
	Iteration 23Q: 3 clusters Score -355094.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -355096.781250 Penalty: 2867.924805
	Iteration 24Q: 3 clusters Score -355096.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -355098.437500 Penalty: 2867.924805
	Iteration 25Q: 3 clusters Score -355098.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -355098.437500 Penalty: 2867.924805
	Iteration 26F: 3 clusters Score -355098.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Entering Unmasked Estep 
Score: -46162.320312 Penalty: 1127.155640
	Iteration 0F: 2 clusters Score -46162.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -44711.875000 Penalty: 2254.311279
	Iteration 0F: 3 clusters Score -44711.88 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -44963.523438 Penalty: 2254.311279
	Iteration 1F: 3 clusters Score -44963.52 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -45035.968750 Penalty: 2254.311279
	Iteration 2F: 3 clusters Score -45035.97 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -45083.148438 Penalty: 2254.311279
	Iteration 3Q: 3 clusters Score -45083.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -45103.503906 Penalty: 2254.311279
	Iteration 4Q: 3 clusters Score -45103.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -45115.480469 Penalty: 2254.311279
	Iteration 5Q: 3 clusters Score -45115.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -45122.363281 Penalty: 2254.311279
	Iteration 6Q: 3 clusters Score -45122.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -45127.957031 Penalty: 2254.311279
	Iteration 7Q: 3 clusters Score -45127.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -45127.957031 Penalty: 2254.311279
	Iteration 8F: 3 clusters Score -45127.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Entering Unmasked Estep 
Score: -215260.796875 Penalty: 1364.301758
	Iteration 0F: 2 clusters Score -215260.8 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 2178 members 
Entering Unmasked Estep 
Score: -211662.406250 Penalty: 2728.603516
	Iteration 0F: 3 clusters Score -211662.4 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -212701.343750 Penalty: 2728.603516
	Iteration 1F: 3 clusters Score -212701.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -212950.125000 Penalty: 2728.603516
	Iteration 2F: 3 clusters Score -212950.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -213222.953125 Penalty: 2728.603516
	Iteration 3F: 3 clusters Score -213223 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -213442.093750 Penalty: 2728.603516
	Iteration 4F: 3 clusters Score -213442.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -213641.109375 Penalty: 2728.603516
	Iteration 5F: 3 clusters Score -213641.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -213822.875000 Penalty: 2728.603516
	Iteration 6F: 3 clusters Score -213822.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -213989.843750 Penalty: 2728.603516
	Iteration 7Q: 3 clusters Score -213989.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -214139.750000 Penalty: 2728.603516
	Iteration 8Q: 3 clusters Score -214139.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -214262.968750 Penalty: 2728.603516
	Iteration 9Q: 3 clusters Score -214263 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -214379.781250 Penalty: 2728.603516
	Iteration 10Q: 3 clusters Score -214379.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -214491.671875 Penalty: 2728.603516
	Iteration 11Q: 3 clusters Score -214491.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -214562.656250 Penalty: 2728.603516
	Iteration 12Q: 3 clusters Score -214562.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -214607.234375 Penalty: 2728.603516
	Iteration 13Q: 3 clusters Score -214607.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -214634.500000 Penalty: 2728.603516
	Iteration 14Q: 3 clusters Score -214634.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -214649.687500 Penalty: 2728.603516
	Iteration 15Q: 3 clusters Score -214649.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -214660.734375 Penalty: 2728.603516
	Iteration 16Q: 3 clusters Score -214660.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -214673.843750 Penalty: 2728.603516
	Iteration 17Q: 3 clusters Score -214673.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -214679.656250 Penalty: 2728.603516
	Iteration 18Q: 3 clusters Score -214679.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -214684.890625 Penalty: 2728.603516
	Iteration 19Q: 3 clusters Score -214684.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -214686.703125 Penalty: 2728.603516
	Iteration 20F: 3 clusters Score -214686.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -214689.625000 Penalty: 2728.603516
	Iteration 21Q: 3 clusters Score -214689.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -214693.078125 Penalty: 2728.603516
	Iteration 22Q: 3 clusters Score -214693.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -214698.437500 Penalty: 2728.603516
	Iteration 23Q: 3 clusters Score -214698.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -214702.015625 Penalty: 2728.603516
	Iteration 24Q: 3 clusters Score -214702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -214704.718750 Penalty: 2728.603516
	Iteration 25Q: 3 clusters Score -214704.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -214706.812500 Penalty: 2728.603516
	Iteration 26Q: 3 clusters Score -214706.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -214708.484375 Penalty: 2728.603516
	Iteration 27Q: 3 clusters Score -214708.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -214709.093750 Penalty: 2728.603516
	Iteration 28Q: 3 clusters Score -214709.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -214711.000000 Penalty: 2728.603516
	Iteration 29Q: 3 clusters Score -214711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -214712.640625 Penalty: 2728.603516
	Iteration 30Q: 3 clusters Score -214712.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -214713.500000 Penalty: 2728.603516
	Iteration 31Q: 3 clusters Score -214713.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -214713.828125 Penalty: 2728.603516
	Iteration 32Q: 3 clusters Score -214713.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -214713.828125 Penalty: 2728.603516
	Iteration 33F: 3 clusters Score -214713.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Entering Unmasked Estep 
Score: -495384.156250 Penalty: 1480.297729
	Iteration 0F: 2 clusters Score -495384.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -488820.312500 Penalty: 2960.595459
	Iteration 0F: 3 clusters Score -488820.3 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -490979.031250 Penalty: 2960.595459
	Iteration 1F: 3 clusters Score -490979 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -491226.312500 Penalty: 2960.595459
	Iteration 2F: 3 clusters Score -491226.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -491453.218750 Penalty: 2960.595459
	Iteration 3F: 3 clusters Score -491453.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -491713.437500 Penalty: 2960.595459
	Iteration 4F: 3 clusters Score -491713.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -492045.843750 Penalty: 2960.595459
	Iteration 5F: 3 clusters Score -492045.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -492476.125000 Penalty: 2960.595459
	Iteration 6F: 3 clusters Score -492476.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -492934.156250 Penalty: 2960.595459
	Iteration 7F: 3 clusters Score -492934.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -493340.937500 Penalty: 2960.595459
	Iteration 8F: 3 clusters Score -493340.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -493631.437500 Penalty: 2960.595459
	Iteration 9Q: 3 clusters Score -493631.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -493825.875000 Penalty: 2960.595459
	Iteration 10Q: 3 clusters Score -493825.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -493935.031250 Penalty: 2960.595459
	Iteration 11Q: 3 clusters Score -493935 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -493983.656250 Penalty: 2960.595459
	Iteration 12Q: 3 clusters Score -493983.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -494013.562500 Penalty: 2960.595459
	Iteration 13Q: 3 clusters Score -494013.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -494037.593750 Penalty: 2960.595459
	Iteration 14Q: 3 clusters Score -494037.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -494056.781250 Penalty: 2960.595459
	Iteration 15Q: 3 clusters Score -494056.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -494074.625000 Penalty: 2960.595459
	Iteration 16Q: 3 clusters Score -494074.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -494076.875000 Penalty: 2960.595459
	Iteration 17Q: 3 clusters Score -494076.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -494077.656250 Penalty: 2960.595459
	Iteration 18Q: 3 clusters Score -494077.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -494080.156250 Penalty: 2960.595459
	Iteration 19Q: 3 clusters Score -494080.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -494081.718750 Penalty: 2960.595459
	Iteration 20F: 3 clusters Score -494081.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -494085.531250 Penalty: 2960.595459
	Iteration 21Q: 3 clusters Score -494085.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -494085.968750 Penalty: 2960.595459
	Iteration 22Q: 3 clusters Score -494086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -494085.968750 Penalty: 2960.595459
	Iteration 23F: 3 clusters Score -494086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Entering Unmasked Estep 
Score: -678810.187500 Penalty: 1529.445801
	Iteration 0F: 2 clusters Score -678810.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -670261.187500 Penalty: 3058.891602
	Iteration 0F: 3 clusters Score -670261.2 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -673048.687500 Penalty: 3058.891602
	Iteration 1F: 3 clusters Score -673048.7 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -673446.812500 Penalty: 3058.891602
	Iteration 2F: 3 clusters Score -673446.8 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -673891.250000 Penalty: 3058.891602
	Iteration 3F: 3 clusters Score -673891.2 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -674467.875000 Penalty: 3058.891602
	Iteration 4F: 3 clusters Score -674467.9 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -675179.937500 Penalty: 3058.891602
	Iteration 5F: 3 clusters Score -675179.9 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -675889.437500 Penalty: 3058.891602
	Iteration 6F: 3 clusters Score -675889.4 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -676451.750000 Penalty: 3058.891602
	Iteration 7F: 3 clusters Score -676451.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -676859.000000 Penalty: 3058.891602
	Iteration 8Q: 3 clusters Score -676859 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -677095.750000 Penalty: 3058.891602
	Iteration 9Q: 3 clusters Score -677095.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -677239.125000 Penalty: 3058.891602
	Iteration 10Q: 3 clusters Score -677239.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -677342.562500 Penalty: 3058.891602
	Iteration 11Q: 3 clusters Score -677342.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -677391.125000 Penalty: 3058.891602
	Iteration 12Q: 3 clusters Score -677391.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -677421.437500 Penalty: 3058.891602
	Iteration 13Q: 3 clusters Score -677421.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -677454.750000 Penalty: 3058.891602
	Iteration 14Q: 3 clusters Score -677454.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -677474.250000 Penalty: 3058.891602
	Iteration 15Q: 3 clusters Score -677474.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -677481.625000 Penalty: 3058.891602
	Iteration 16Q: 3 clusters Score -677481.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -677490.437500 Penalty: 3058.891602
	Iteration 17Q: 3 clusters Score -677490.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -677497.562500 Penalty: 3058.891602
	Iteration 18Q: 3 clusters Score -677497.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -677501.687500 Penalty: 3058.891602
	Iteration 19Q: 3 clusters Score -677501.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -677503.250000 Penalty: 3058.891602
	Iteration 20F: 3 clusters Score -677503.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -677507.500000 Penalty: 3058.891602
	Iteration 21Q: 3 clusters Score -677507.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -677511.062500 Penalty: 3058.891602
	Iteration 22Q: 3 clusters Score -677511.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -677511.062500 Penalty: 3058.891602
	Iteration 23F: 3 clusters Score -677511.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Entering Unmasked Estep 
Score: -493033.156250 Penalty: 1502.034912
	Iteration 0F: 2 clusters Score -493033.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -485738.187500 Penalty: 3004.069824
	Iteration 0F: 3 clusters Score -485738.2 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -488202.437500 Penalty: 3004.069824
	Iteration 1F: 3 clusters Score -488202.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -488610.562500 Penalty: 3004.069824
	Iteration 2F: 3 clusters Score -488610.6 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -489045.937500 Penalty: 3004.069824
	Iteration 3F: 3 clusters Score -489045.9 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -489509.875000 Penalty: 3004.069824
	Iteration 4F: 3 clusters Score -489509.9 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -489930.375000 Penalty: 3004.069824
	Iteration 5F: 3 clusters Score -489930.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -490325.281250 Penalty: 3004.069824
	Iteration 6F: 3 clusters Score -490325.3 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -490659.125000 Penalty: 3004.069824
	Iteration 7Q: 3 clusters Score -490659.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -490889.875000 Penalty: 3004.069824
	Iteration 8Q: 3 clusters Score -490889.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -491035.562500 Penalty: 3004.069824
	Iteration 9Q: 3 clusters Score -491035.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -491108.656250 Penalty: 3004.069824
	Iteration 10Q: 3 clusters Score -491108.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -491147.437500 Penalty: 3004.069824
	Iteration 11Q: 3 clusters Score -491147.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -491178.156250 Penalty: 3004.069824
	Iteration 12Q: 3 clusters Score -491178.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -491193.562500 Penalty: 3004.069824
	Iteration 13Q: 3 clusters Score -491193.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -491211.500000 Penalty: 3004.069824
	Iteration 14Q: 3 clusters Score -491211.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -491223.437500 Penalty: 3004.069824
	Iteration 15Q: 3 clusters Score -491223.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -491231.593750 Penalty: 3004.069824
	Iteration 16Q: 3 clusters Score -491231.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -491239.062500 Penalty: 3004.069824
	Iteration 17Q: 3 clusters Score -491239.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -491243.687500 Penalty: 3004.069824
	Iteration 18Q: 3 clusters Score -491243.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -491249.218750 Penalty: 3004.069824
	Iteration 19Q: 3 clusters Score -491249.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -491255.062500 Penalty: 3004.069824
	Iteration 20F: 3 clusters Score -491255.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -491262.562500 Penalty: 3004.069824
	Iteration 21Q: 3 clusters Score -491262.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -491271.687500 Penalty: 3004.069824
	Iteration 22Q: 3 clusters Score -491271.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -491278.156250 Penalty: 3004.069824
	Iteration 23Q: 3 clusters Score -491278.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -491284.812500 Penalty: 3004.069824
	Iteration 24Q: 3 clusters Score -491284.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -491292.375000 Penalty: 3004.069824
	Iteration 25Q: 3 clusters Score -491292.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -491301.125000 Penalty: 3004.069824
	Iteration 26Q: 3 clusters Score -491301.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -491307.218750 Penalty: 3004.069824
	Iteration 27Q: 3 clusters Score -491307.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -491312.343750 Penalty: 3004.069824
	Iteration 28Q: 3 clusters Score -491312.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -491317.375000 Penalty: 3004.069824
	Iteration 29Q: 3 clusters Score -491317.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -491323.750000 Penalty: 3004.069824
	Iteration 30Q: 3 clusters Score -491323.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -491332.531250 Penalty: 3004.069824
	Iteration 31Q: 3 clusters Score -491332.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -491338.718750 Penalty: 3004.069824
	Iteration 32Q: 3 clusters Score -491338.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -491344.468750 Penalty: 3004.069824
	Iteration 33Q: 3 clusters Score -491344.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -491350.812500 Penalty: 3004.069824
	Iteration 34Q: 3 clusters Score -491350.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -491356.500000 Penalty: 3004.069824
	Iteration 35Q: 3 clusters Score -491356.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -491362.375000 Penalty: 3004.069824
	Iteration 36Q: 3 clusters Score -491362.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -491368.250000 Penalty: 3004.069824
	Iteration 37Q: 3 clusters Score -491368.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -491377.593750 Penalty: 3004.069824
	Iteration 38Q: 3 clusters Score -491377.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -491382.562500 Penalty: 3004.069824
	Iteration 39Q: 3 clusters Score -491382.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -491387.656250 Penalty: 3004.069824
	Iteration 40F: 3 clusters Score -491387.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -491393.968750 Penalty: 3004.069824
	Iteration 41Q: 3 clusters Score -491394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -491399.437500 Penalty: 3004.069824
	Iteration 42Q: 3 clusters Score -491399.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -491403.406250 Penalty: 3004.069824
	Iteration 43Q: 3 clusters Score -491403.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -491405.406250 Penalty: 3004.069824
	Iteration 44Q: 3 clusters Score -491405.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -491410.812500 Penalty: 3004.069824
	Iteration 45Q: 3 clusters Score -491410.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -491413.000000 Penalty: 3004.069824
	Iteration 46Q: 3 clusters Score -491413 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -491417.031250 Penalty: 3004.069824
	Iteration 47Q: 3 clusters Score -491417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -491420.312500 Penalty: 3004.069824
	Iteration 48Q: 3 clusters Score -491420.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -491421.281250 Penalty: 3004.069824
	Iteration 49Q: 3 clusters Score -491421.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -491421.250000 Penalty: 3004.069824
	Iteration 50Q: 3 clusters Score -491421.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -491420.500000 Penalty: 3004.069824
	Iteration 51Q: 3 clusters Score -491420.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -491422.562500 Penalty: 3004.069824
	Iteration 52Q: 3 clusters Score -491422.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -491423.437500 Penalty: 3004.069824
	Iteration 53Q: 3 clusters Score -491423.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -491424.812500 Penalty: 3004.069824
	Iteration 54Q: 3 clusters Score -491424.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -491427.062500 Penalty: 3004.069824
	Iteration 55Q: 3 clusters Score -491427.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -491430.187500 Penalty: 3004.069824
	Iteration 56Q: 3 clusters Score -491430.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -491432.000000 Penalty: 3004.069824
	Iteration 57Q: 3 clusters Score -491432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -491433.531250 Penalty: 3004.069824
	Iteration 58Q: 3 clusters Score -491433.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -491436.187500 Penalty: 3004.069824
	Iteration 59Q: 3 clusters Score -491436.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -491436.093750 Penalty: 3004.069824
	Iteration 60F: 3 clusters Score -491436.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -491436.375000 Penalty: 3004.069824
	Iteration 61Q: 3 clusters Score -491436.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -491437.468750 Penalty: 3004.069824
	Iteration 62Q: 3 clusters Score -491437.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -491438.750000 Penalty: 3004.069824
	Iteration 63Q: 3 clusters Score -491438.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -491440.656250 Penalty: 3004.069824
	Iteration 64Q: 3 clusters Score -491440.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -491442.437500 Penalty: 3004.069824
	Iteration 65Q: 3 clusters Score -491442.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -491442.437500 Penalty: 3004.069824
	Iteration 66Q: 3 clusters Score -491442.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -491444.093750 Penalty: 3004.069824
	Iteration 67Q: 3 clusters Score -491444.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -491447.343750 Penalty: 3004.069824
	Iteration 68Q: 3 clusters Score -491447.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -491447.937500 Penalty: 3004.069824
	Iteration 69Q: 3 clusters Score -491447.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -491447.625000 Penalty: 3004.069824
	Iteration 70Q: 3 clusters Score -491447.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -491448.000000 Penalty: 3004.069824
	Iteration 71Q: 3 clusters Score -491448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -491449.468750 Penalty: 3004.069824
	Iteration 72Q: 3 clusters Score -491449.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -491449.187500 Penalty: 3004.069824
	Iteration 73Q: 3 clusters Score -491449.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -491451.687500 Penalty: 3004.069824
	Iteration 74Q: 3 clusters Score -491451.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -491452.218750 Penalty: 3004.069824
	Iteration 75Q: 3 clusters Score -491452.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -491452.187500 Penalty: 3004.069824
	Iteration 76Q: 3 clusters Score -491452.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -491451.656250 Penalty: 3004.069824
	Iteration 77Q: 3 clusters Score -491451.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -491451.093750 Penalty: 3004.069824
	Iteration 78Q: 3 clusters Score -491451.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -491451.562500 Penalty: 3004.069824
	Iteration 79Q: 3 clusters Score -491451.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -491451.562500 Penalty: 3004.069824
	Iteration 80F: 3 clusters Score -491451.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Entering Unmasked Estep 
Score: -184133.609375 Penalty: 1342.414185
	Iteration 0F: 2 clusters Score -184133.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -180857.171875 Penalty: 2684.828369
	Iteration 0F: 3 clusters Score -180857.2 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -182021.281250 Penalty: 2684.828369
	Iteration 1F: 3 clusters Score -182021.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -182549.937500 Penalty: 2684.828369
	Iteration 2F: 3 clusters Score -182549.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -183019.890625 Penalty: 2684.828369
	Iteration 3F: 3 clusters Score -183019.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -183366.468750 Penalty: 2684.828369
	Iteration 4F: 3 clusters Score -183366.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -183547.046875 Penalty: 2684.828369
	Iteration 5F: 3 clusters Score -183547 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -183654.937500 Penalty: 2684.828369
	Iteration 6Q: 3 clusters Score -183654.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -183753.421875 Penalty: 2684.828369
	Iteration 7Q: 3 clusters Score -183753.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -183875.375000 Penalty: 2684.828369
	Iteration 8Q: 3 clusters Score -183875.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -183964.265625 Penalty: 2684.828369
	Iteration 9Q: 3 clusters Score -183964.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -184041.250000 Penalty: 2684.828369
	Iteration 10Q: 3 clusters Score -184041.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -184094.031250 Penalty: 2684.828369
	Iteration 11Q: 3 clusters Score -184094 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -184121.437500 Penalty: 2684.828369
	Iteration 12Q: 3 clusters Score -184121.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -184141.875000 Penalty: 2684.828369
	Iteration 13Q: 3 clusters Score -184141.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -184155.953125 Penalty: 2684.828369
	Iteration 14Q: 3 clusters Score -184156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -184168.671875 Penalty: 2684.828369
	Iteration 15Q: 3 clusters Score -184168.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -184179.390625 Penalty: 2684.828369
	Iteration 16Q: 3 clusters Score -184179.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -184186.406250 Penalty: 2684.828369
	Iteration 17Q: 3 clusters Score -184186.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -184190.031250 Penalty: 2684.828369
	Iteration 18Q: 3 clusters Score -184190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -184192.562500 Penalty: 2684.828369
	Iteration 19Q: 3 clusters Score -184192.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -184193.171875 Penalty: 2684.828369
	Iteration 20F: 3 clusters Score -184193.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -184193.703125 Penalty: 2684.828369
	Iteration 21Q: 3 clusters Score -184193.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -184194.203125 Penalty: 2684.828369
	Iteration 22Q: 3 clusters Score -184194.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -184194.703125 Penalty: 2684.828369
	Iteration 23Q: 3 clusters Score -184194.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -184195.765625 Penalty: 2684.828369
	Iteration 24Q: 3 clusters Score -184195.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -184196.281250 Penalty: 2684.828369
	Iteration 25Q: 3 clusters Score -184196.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -184197.265625 Penalty: 2684.828369
	Iteration 26Q: 3 clusters Score -184197.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -184197.343750 Penalty: 2684.828369
	Iteration 27Q: 3 clusters Score -184197.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -184197.828125 Penalty: 2684.828369
	Iteration 28Q: 3 clusters Score -184197.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -184198.546875 Penalty: 2684.828369
	Iteration 29Q: 3 clusters Score -184198.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -184199.062500 Penalty: 2684.828369
	Iteration 30Q: 3 clusters Score -184199.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -184199.062500 Penalty: 2684.828369
	Iteration 31F: 3 clusters Score -184199.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298285 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 72919 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89168 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14460 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34171 members 
Mstep: Class 12 contains 9385 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4428 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12234 members 
Mstep: Class 18 contains 10335 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 20 contains 1916 members 
Mstep: Class 21 contains 10099 members 
Mstep: Class 22 contains 3052 members 
Mstep: Class 23 contains 6536 members 
Mstep: Class 24 contains 1753 members 
Mstep: Class 25 contains 2255 members 
Entering Unmasked Estep 
Score: -35923332.000000 Penalty: 54738.777344
Splitting cluster 19 changes total score from -35924100.000000 to -35923332.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (1916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Entering Unmasked Estep 
Score: -81019.101562 Penalty: 1228.174194
	Iteration 0F: 2 clusters Score -81019.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -78979.148438 Penalty: 2456.348389
	Iteration 0F: 3 clusters Score -78979.15 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -79688.414062 Penalty: 2456.348389
	Iteration 1F: 3 clusters Score -79688.41 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -80053.437500 Penalty: 2456.348389
	Iteration 2F: 3 clusters Score -80053.44 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -80309.500000 Penalty: 2456.348389
	Iteration 3F: 3 clusters Score -80309.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -80506.789062 Penalty: 2456.348389
	Iteration 4F: 3 clusters Score -80506.79 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -80649.085938 Penalty: 2456.348389
	Iteration 5F: 3 clusters Score -80649.09 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -80823.007812 Penalty: 2456.348389
	Iteration 6Q: 3 clusters Score -80823.01 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -81023.359375 Penalty: 2456.348389
	Iteration 7Q: 3 clusters Score -81023.36 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -81255.132812 Penalty: 2456.348389
	Iteration 8Q: 3 clusters Score -81255.13 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -81443.109375 Penalty: 2456.348389
	Iteration 9Q: 3 clusters Score -81443.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -81533.414062 Penalty: 2456.348389
	Iteration 10Q: 3 clusters Score -81533.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -81545.953125 Penalty: 2456.348389
	Iteration 11Q: 3 clusters Score -81545.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -81549.906250 Penalty: 2456.348389
	Iteration 12Q: 3 clusters Score -81549.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -81552.359375 Penalty: 2456.348389
	Iteration 13Q: 3 clusters Score -81552.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -81552.812500 Penalty: 2456.348389
	Iteration 14Q: 3 clusters Score -81552.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -81553.242188 Penalty: 2456.348389
	Iteration 15Q: 3 clusters Score -81553.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -81553.242188 Penalty: 2456.348389
	Iteration 16F: 3 clusters Score -81553.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298285 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 72919 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89168 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14460 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34171 members 
Mstep: Class 12 contains 9385 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4428 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12234 members 
Mstep: Class 18 contains 10335 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 936 members 
Mstep: Class 21 contains 10099 members 
Mstep: Class 22 contains 3052 members 
Mstep: Class 23 contains 6536 members 
Mstep: Class 24 contains 1753 members 
Mstep: Class 25 contains 980 members 
Entering Unmasked Estep 
Score: -35923692.000000 Penalty: 54738.777344
Splitting cluster 20 changes total score from -35924100.000000 to -35923692.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (10099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Entering Unmasked Estep 
Score: -470630.093750 Penalty: 1498.281250
	Iteration 0F: 2 clusters Score -470630.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -463324.250000 Penalty: 2996.562500
	Iteration 0F: 3 clusters Score -463324.2 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -465658.968750 Penalty: 2996.562500
	Iteration 1F: 3 clusters Score -465659 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -465921.906250 Penalty: 2996.562500
	Iteration 2F: 3 clusters Score -465921.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -466180.718750 Penalty: 2996.562500
	Iteration 3F: 3 clusters Score -466180.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -466423.125000 Penalty: 2996.562500
	Iteration 4Q: 3 clusters Score -466423.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -466694.781250 Penalty: 2996.562500
	Iteration 5Q: 3 clusters Score -466694.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -467042.968750 Penalty: 2996.562500
	Iteration 6F: 3 clusters Score -467043 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -467443.906250 Penalty: 2996.562500
	Iteration 7F: 3 clusters Score -467443.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -467858.187500 Penalty: 2996.562500
	Iteration 8Q: 3 clusters Score -467858.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -468265.437500 Penalty: 2996.562500
	Iteration 9Q: 3 clusters Score -468265.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -468598.687500 Penalty: 2996.562500
	Iteration 10Q: 3 clusters Score -468598.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -468863.656250 Penalty: 2996.562500
	Iteration 11Q: 3 clusters Score -468863.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -469042.468750 Penalty: 2996.562500
	Iteration 12Q: 3 clusters Score -469042.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -469170.312500 Penalty: 2996.562500
	Iteration 13Q: 3 clusters Score -469170.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -469251.593750 Penalty: 2996.562500
	Iteration 14Q: 3 clusters Score -469251.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -469304.843750 Penalty: 2996.562500
	Iteration 15Q: 3 clusters Score -469304.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -469339.062500 Penalty: 2996.562500
	Iteration 16Q: 3 clusters Score -469339.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -469360.656250 Penalty: 2996.562500
	Iteration 17Q: 3 clusters Score -469360.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -469372.562500 Penalty: 2996.562500
	Iteration 18Q: 3 clusters Score -469372.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -469386.406250 Penalty: 2996.562500
	Iteration 19Q: 3 clusters Score -469386.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -469404.093750 Penalty: 2996.562500
	Iteration 20F: 3 clusters Score -469404.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -469421.781250 Penalty: 2996.562500
	Iteration 21Q: 3 clusters Score -469421.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -469431.906250 Penalty: 2996.562500
	Iteration 22Q: 3 clusters Score -469431.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -469439.593750 Penalty: 2996.562500
	Iteration 23Q: 3 clusters Score -469439.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -469441.718750 Penalty: 2996.562500
	Iteration 24Q: 3 clusters Score -469441.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -469446.500000 Penalty: 2996.562500
	Iteration 25Q: 3 clusters Score -469446.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -469454.531250 Penalty: 2996.562500
	Iteration 26Q: 3 clusters Score -469454.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -469457.218750 Penalty: 2996.562500
	Iteration 27Q: 3 clusters Score -469457.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -469460.468750 Penalty: 2996.562500
	Iteration 28Q: 3 clusters Score -469460.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -469462.437500 Penalty: 2996.562500
	Iteration 29Q: 3 clusters Score -469462.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -469464.906250 Penalty: 2996.562500
	Iteration 30Q: 3 clusters Score -469464.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -469467.468750 Penalty: 2996.562500
	Iteration 31Q: 3 clusters Score -469467.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -469466.625000 Penalty: 2996.562500
	Iteration 32Q: 3 clusters Score -469466.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -469467.875000 Penalty: 2996.562500
	Iteration 33Q: 3 clusters Score -469467.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -469468.031250 Penalty: 2996.562500
	Iteration 34Q: 3 clusters Score -469468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -469468.281250 Penalty: 2996.562500
	Iteration 35Q: 3 clusters Score -469468.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -469468.625000 Penalty: 2996.562500
	Iteration 36Q: 3 clusters Score -469468.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -469468.625000 Penalty: 2996.562500
	Iteration 37F: 3 clusters Score -469468.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Entering Unmasked Estep 
Score: -114769.234375 Penalty: 1303.827148
	Iteration 0F: 2 clusters Score -114769.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -112043.210938 Penalty: 2607.654297
	Iteration 0F: 3 clusters Score -112043.2 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -112936.117188 Penalty: 2607.654297
	Iteration 1F: 3 clusters Score -112936.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -113185.992188 Penalty: 2607.654297
	Iteration 2F: 3 clusters Score -113186 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -113403.531250 Penalty: 2607.654297
	Iteration 3F: 3 clusters Score -113403.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -113557.265625 Penalty: 2607.654297
	Iteration 4F: 3 clusters Score -113557.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -113666.351562 Penalty: 2607.654297
	Iteration 5Q: 3 clusters Score -113666.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -113764.414062 Penalty: 2607.654297
	Iteration 6Q: 3 clusters Score -113764.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -113845.515625 Penalty: 2607.654297
	Iteration 7Q: 3 clusters Score -113845.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -113893.156250 Penalty: 2607.654297
	Iteration 8Q: 3 clusters Score -113893.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -113918.929688 Penalty: 2607.654297
	Iteration 9Q: 3 clusters Score -113918.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -113941.367188 Penalty: 2607.654297
	Iteration 10Q: 3 clusters Score -113941.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -113955.554688 Penalty: 2607.654297
	Iteration 11Q: 3 clusters Score -113955.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -113967.734375 Penalty: 2607.654297
	Iteration 12Q: 3 clusters Score -113967.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -113975.531250 Penalty: 2607.654297
	Iteration 13Q: 3 clusters Score -113975.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -113979.609375 Penalty: 2607.654297
	Iteration 14Q: 3 clusters Score -113979.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -113981.929688 Penalty: 2607.654297
	Iteration 15Q: 3 clusters Score -113981.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -113985.125000 Penalty: 2607.654297
	Iteration 16Q: 3 clusters Score -113985.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -113990.671875 Penalty: 2607.654297
	Iteration 17Q: 3 clusters Score -113990.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -113994.210938 Penalty: 2607.654297
	Iteration 18Q: 3 clusters Score -113994.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -113995.687500 Penalty: 2607.654297
	Iteration 19Q: 3 clusters Score -113995.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -113996.890625 Penalty: 2607.654297
	Iteration 20F: 3 clusters Score -113996.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -113997.593750 Penalty: 2607.654297
	Iteration 21Q: 3 clusters Score -113997.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -113997.593750 Penalty: 2607.654297
	Iteration 22F: 3 clusters Score -113997.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Entering Unmasked Estep 
Score: -314117.562500 Penalty: 1427.575684
	Iteration 0F: 2 clusters Score -314117.6 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 3222 members 
Entering Unmasked Estep 
Score: -309161.937500 Penalty: 2855.151367
	Iteration 0F: 3 clusters Score -309161.9 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -310718.250000 Penalty: 2855.151367
	Iteration 1F: 3 clusters Score -310718.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -311032.968750 Penalty: 2855.151367
	Iteration 2F: 3 clusters Score -311033 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -311240.875000 Penalty: 2855.151367
	Iteration 3F: 3 clusters Score -311240.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -311405.875000 Penalty: 2855.151367
	Iteration 4Q: 3 clusters Score -311405.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -311604.531250 Penalty: 2855.151367
	Iteration 5Q: 3 clusters Score -311604.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -311859.750000 Penalty: 2855.151367
	Iteration 6F: 3 clusters Score -311859.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -312264.093750 Penalty: 2855.151367
	Iteration 7F: 3 clusters Score -312264.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -312690.093750 Penalty: 2855.151367
	Iteration 8F: 3 clusters Score -312690.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -313068.218750 Penalty: 2855.151367
	Iteration 9F: 3 clusters Score -313068.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -313344.750000 Penalty: 2855.151367
	Iteration 10Q: 3 clusters Score -313344.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -313521.125000 Penalty: 2855.151367
	Iteration 11Q: 3 clusters Score -313521.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -313645.187500 Penalty: 2855.151367
	Iteration 12Q: 3 clusters Score -313645.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -313758.937500 Penalty: 2855.151367
	Iteration 13Q: 3 clusters Score -313758.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -313830.906250 Penalty: 2855.151367
	Iteration 14Q: 3 clusters Score -313830.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -313871.000000 Penalty: 2855.151367
	Iteration 15Q: 3 clusters Score -313871 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -313892.875000 Penalty: 2855.151367
	Iteration 16Q: 3 clusters Score -313892.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -313906.437500 Penalty: 2855.151367
	Iteration 17Q: 3 clusters Score -313906.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -313916.937500 Penalty: 2855.151367
	Iteration 18Q: 3 clusters Score -313916.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -313924.781250 Penalty: 2855.151367
	Iteration 19Q: 3 clusters Score -313924.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -313929.218750 Penalty: 2855.151367
	Iteration 20F: 3 clusters Score -313929.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -313931.593750 Penalty: 2855.151367
	Iteration 21Q: 3 clusters Score -313931.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -313933.031250 Penalty: 2855.151367
	Iteration 22Q: 3 clusters Score -313933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -313933.500000 Penalty: 2855.151367
	Iteration 23Q: 3 clusters Score -313933.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -313933.468750 Penalty: 2855.151367
	Iteration 24Q: 3 clusters Score -313933.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -313933.593750 Penalty: 2855.151367
	Iteration 25Q: 3 clusters Score -313933.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -313934.281250 Penalty: 2855.151367
	Iteration 26Q: 3 clusters Score -313934.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -313934.281250 Penalty: 2855.151367
	Iteration 27F: 3 clusters Score -313934.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Entering Unmasked Estep 
Score: -83460.507812 Penalty: 1213.726074
	Iteration 0F: 2 clusters Score -83460.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -81537.453125 Penalty: 2427.452148
	Iteration 0F: 3 clusters Score -81537.45 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -81941.140625 Penalty: 2427.452148
	Iteration 1F: 3 clusters Score -81941.14 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -82023.328125 Penalty: 2427.452148
	Iteration 2F: 3 clusters Score -82023.33 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -82056.992188 Penalty: 2427.452148
	Iteration 3Q: 3 clusters Score -82056.99 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -82083.226562 Penalty: 2427.452148
	Iteration 4Q: 3 clusters Score -82083.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -82107.468750 Penalty: 2427.452148
	Iteration 5Q: 3 clusters Score -82107.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -82128.054688 Penalty: 2427.452148
	Iteration 6Q: 3 clusters Score -82128.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -82151.898438 Penalty: 2427.452148
	Iteration 7Q: 3 clusters Score -82151.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -82184.570312 Penalty: 2427.452148
	Iteration 8Q: 3 clusters Score -82184.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -82211.312500 Penalty: 2427.452148
	Iteration 9Q: 3 clusters Score -82211.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -82226.179688 Penalty: 2427.452148
	Iteration 10Q: 3 clusters Score -82226.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -82239.460938 Penalty: 2427.452148
	Iteration 11Q: 3 clusters Score -82239.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -82262.773438 Penalty: 2427.452148
	Iteration 12Q: 3 clusters Score -82262.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -82284.890625 Penalty: 2427.452148
	Iteration 13Q: 3 clusters Score -82284.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -82303.500000 Penalty: 2427.452148
	Iteration 14Q: 3 clusters Score -82303.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -82328.039062 Penalty: 2427.452148
	Iteration 15Q: 3 clusters Score -82328.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -82341.804688 Penalty: 2427.452148
	Iteration 16Q: 3 clusters Score -82341.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -82353.140625 Penalty: 2427.452148
	Iteration 17Q: 3 clusters Score -82353.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -82369.093750 Penalty: 2427.452148
	Iteration 18Q: 3 clusters Score -82369.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -82381.015625 Penalty: 2427.452148
	Iteration 19Q: 3 clusters Score -82381.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -82389.812500 Penalty: 2427.452148
	Iteration 20F: 3 clusters Score -82389.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -82395.656250 Penalty: 2427.452148
	Iteration 21Q: 3 clusters Score -82395.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -82399.734375 Penalty: 2427.452148
	Iteration 22Q: 3 clusters Score -82399.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -82406.945312 Penalty: 2427.452148
	Iteration 23Q: 3 clusters Score -82406.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -82413.640625 Penalty: 2427.452148
	Iteration 24Q: 3 clusters Score -82413.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -82422.085938 Penalty: 2427.452148
	Iteration 25Q: 3 clusters Score -82422.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -82431.875000 Penalty: 2427.452148
	Iteration 26Q: 3 clusters Score -82431.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -82444.351562 Penalty: 2427.452148
	Iteration 27Q: 3 clusters Score -82444.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -82462.265625 Penalty: 2427.452148
	Iteration 28Q: 3 clusters Score -82462.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -82480.031250 Penalty: 2427.452148
	Iteration 29Q: 3 clusters Score -82480.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -82492.890625 Penalty: 2427.452148
	Iteration 30Q: 3 clusters Score -82492.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -82501.117188 Penalty: 2427.452148
	Iteration 31Q: 3 clusters Score -82501.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -82507.468750 Penalty: 2427.452148
	Iteration 32Q: 3 clusters Score -82507.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -82514.351562 Penalty: 2427.452148
	Iteration 33Q: 3 clusters Score -82514.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -82530.046875 Penalty: 2427.452148
	Iteration 34Q: 3 clusters Score -82530.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -82537.070312 Penalty: 2427.452148
	Iteration 35Q: 3 clusters Score -82537.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -82545.085938 Penalty: 2427.452148
	Iteration 36Q: 3 clusters Score -82545.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -82554.023438 Penalty: 2427.452148
	Iteration 37Q: 3 clusters Score -82554.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -82573.765625 Penalty: 2427.452148
	Iteration 38Q: 3 clusters Score -82573.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -82591.335938 Penalty: 2427.452148
	Iteration 39Q: 3 clusters Score -82591.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -82605.968750 Penalty: 2427.452148
	Iteration 40F: 3 clusters Score -82605.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -82622.226562 Penalty: 2427.452148
	Iteration 41Q: 3 clusters Score -82622.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -82642.039062 Penalty: 2427.452148
	Iteration 42Q: 3 clusters Score -82642.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -82661.242188 Penalty: 2427.452148
	Iteration 43Q: 3 clusters Score -82661.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -82674.257812 Penalty: 2427.452148
	Iteration 44Q: 3 clusters Score -82674.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -82680.257812 Penalty: 2427.452148
	Iteration 45Q: 3 clusters Score -82680.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -82690.453125 Penalty: 2427.452148
	Iteration 46Q: 3 clusters Score -82690.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -82700.398438 Penalty: 2427.452148
	Iteration 47Q: 3 clusters Score -82700.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -82711.015625 Penalty: 2427.452148
	Iteration 48Q: 3 clusters Score -82711.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -82724.562500 Penalty: 2427.452148
	Iteration 49Q: 3 clusters Score -82724.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -82743.929688 Penalty: 2427.452148
	Iteration 50Q: 3 clusters Score -82743.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -82765.484375 Penalty: 2427.452148
	Iteration 51Q: 3 clusters Score -82765.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -82784.500000 Penalty: 2427.452148
	Iteration 52Q: 3 clusters Score -82784.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -82805.953125 Penalty: 2427.452148
	Iteration 53Q: 3 clusters Score -82805.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -82821.265625 Penalty: 2427.452148
	Iteration 54Q: 3 clusters Score -82821.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -82832.710938 Penalty: 2427.452148
	Iteration 55Q: 3 clusters Score -82832.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -82841.648438 Penalty: 2427.452148
	Iteration 56Q: 3 clusters Score -82841.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -82853.171875 Penalty: 2427.452148
	Iteration 57Q: 3 clusters Score -82853.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -82858.351562 Penalty: 2427.452148
	Iteration 58Q: 3 clusters Score -82858.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -82865.406250 Penalty: 2427.452148
	Iteration 59Q: 3 clusters Score -82865.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -82878.132812 Penalty: 2427.452148
	Iteration 60F: 3 clusters Score -82878.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -82888.507812 Penalty: 2427.452148
	Iteration 61Q: 3 clusters Score -82888.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -82898.039062 Penalty: 2427.452148
	Iteration 62Q: 3 clusters Score -82898.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -82904.476562 Penalty: 2427.452148
	Iteration 63Q: 3 clusters Score -82904.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -82917.742188 Penalty: 2427.452148
	Iteration 64Q: 3 clusters Score -82917.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -82924.976562 Penalty: 2427.452148
	Iteration 65Q: 3 clusters Score -82924.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -82931.796875 Penalty: 2427.452148
	Iteration 66Q: 3 clusters Score -82931.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -82933.148438 Penalty: 2427.452148
	Iteration 67Q: 3 clusters Score -82933.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -82933.914062 Penalty: 2427.452148
	Iteration 68Q: 3 clusters Score -82933.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -82934.335938 Penalty: 2427.452148
	Iteration 69Q: 3 clusters Score -82934.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -82934.851562 Penalty: 2427.452148
	Iteration 70Q: 3 clusters Score -82934.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -82934.851562 Penalty: 2427.452148
	Iteration 71F: 3 clusters Score -82934.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298285 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 72919 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89168 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14460 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34171 members 
Mstep: Class 12 contains 9385 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4428 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12234 members 
Mstep: Class 18 contains 10335 members 
Mstep: Class 19 contains 3870 members 
Mstep: Class 20 contains 1916 members 
Mstep: Class 21 contains 10099 members 
Mstep: Class 22 contains 3052 members 
Mstep: Class 23 contains 6536 members 
Mstep: Class 24 contains 1753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924104.000000 Penalty: 52549.226562
Iteration 159Q: 25 clusters Score -3.59241e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298281 members 
Mstep: Class 2 contains 8310 members 
Mstep: Class 3 contains 72924 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89168 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14461 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34164 members 
Mstep: Class 12 contains 9379 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4428 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12233 members 
Mstep: Class 18 contains 10337 members 
Mstep: Class 19 contains 3864 members 
Mstep: Class 20 contains 1916 members 
Mstep: Class 21 contains 10098 members 
Mstep: Class 22 contains 3053 members 
Mstep: Class 23 contains 6551 members 
Mstep: Class 24 contains 1753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924156.000000 Penalty: 52549.226562
Iteration 160F: 25 clusters Score -3.592416e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298280 members 
Mstep: Class 2 contains 8309 members 
Mstep: Class 3 contains 72928 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89167 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14464 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 11 contains 34163 members 
Mstep: Class 12 contains 9370 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4428 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12233 members 
Mstep: Class 18 contains 10338 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 1916 members 
Mstep: Class 21 contains 10097 members 
Mstep: Class 22 contains 3056 members 
Mstep: Class 23 contains 6558 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924156.000000 Penalty: 52549.226562
Iteration 161Q: 25 clusters Score -3.592416e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298273 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 72934 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89167 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14464 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14517 members 
Mstep: Class 11 contains 34161 members 
Mstep: Class 12 contains 9362 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4426 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12236 members 
Mstep: Class 18 contains 10341 members 
Mstep: Class 19 contains 3859 members 
Mstep: Class 20 contains 1915 members 
Mstep: Class 21 contains 10097 members 
Mstep: Class 22 contains 3058 members 
Mstep: Class 23 contains 6566 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924108.000000 Penalty: 52549.226562
Iteration 162Q: 25 clusters Score -3.592411e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298268 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72939 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89166 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14465 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14517 members 
Mstep: Class 11 contains 34159 members 
Mstep: Class 12 contains 9352 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4428 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12242 members 
Mstep: Class 18 contains 10343 members 
Mstep: Class 19 contains 3859 members 
Mstep: Class 20 contains 1914 members 
Mstep: Class 21 contains 10097 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 6570 members 
Mstep: Class 24 contains 1751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924096.000000 Penalty: 52549.226562
Iteration 163Q: 25 clusters Score -3.59241e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298260 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 72940 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89165 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14467 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14518 members 
Mstep: Class 11 contains 34161 members 
Mstep: Class 12 contains 9347 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12247 members 
Mstep: Class 18 contains 10345 members 
Mstep: Class 19 contains 3857 members 
Mstep: Class 20 contains 1912 members 
Mstep: Class 21 contains 10097 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 1751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924072.000000 Penalty: 52549.226562
Iteration 164Q: 25 clusters Score -3.592407e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298252 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72941 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89165 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14467 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14518 members 
Mstep: Class 11 contains 34160 members 
Mstep: Class 12 contains 9348 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12251 members 
Mstep: Class 18 contains 10345 members 
Mstep: Class 19 contains 3856 members 
Mstep: Class 20 contains 1914 members 
Mstep: Class 21 contains 10098 members 
Mstep: Class 22 contains 3062 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 1751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924060.000000 Penalty: 52549.226562
Iteration 165Q: 25 clusters Score -3.592406e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298242 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72942 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89167 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14468 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14518 members 
Mstep: Class 11 contains 34155 members 
Mstep: Class 12 contains 9348 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12256 members 
Mstep: Class 18 contains 10345 members 
Mstep: Class 19 contains 3856 members 
Mstep: Class 20 contains 1916 members 
Mstep: Class 21 contains 10098 members 
Mstep: Class 22 contains 3064 members 
Mstep: Class 23 contains 6575 members 
Mstep: Class 24 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924068.000000 Penalty: 52549.226562
Iteration 166Q: 25 clusters Score -3.592407e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298229 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72943 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89168 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14468 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14518 members 
Mstep: Class 11 contains 34158 members 
Mstep: Class 12 contains 9347 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4426 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12263 members 
Mstep: Class 18 contains 10346 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 1917 members 
Mstep: Class 21 contains 10098 members 
Mstep: Class 22 contains 3066 members 
Mstep: Class 23 contains 6576 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924084.000000 Penalty: 52549.226562
Iteration 167Q: 25 clusters Score -3.592408e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298217 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72944 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89168 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14470 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14518 members 
Mstep: Class 11 contains 34160 members 
Mstep: Class 12 contains 9342 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4426 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12269 members 
Mstep: Class 18 contains 10345 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 20 contains 1917 members 
Mstep: Class 21 contains 10098 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 6581 members 
Mstep: Class 24 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924044.000000 Penalty: 52549.226562
Iteration 168Q: 25 clusters Score -3.592404e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298207 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72944 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89168 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14470 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14518 members 
Mstep: Class 11 contains 34167 members 
Mstep: Class 12 contains 9340 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4426 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12274 members 
Mstep: Class 18 contains 10344 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 1917 members 
Mstep: Class 21 contains 10098 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 6585 members 
Mstep: Class 24 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924012.000000 Penalty: 52549.226562
Iteration 169Q: 25 clusters Score -3.592401e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298197 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72946 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89168 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14470 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14518 members 
Mstep: Class 11 contains 34168 members 
Mstep: Class 12 contains 9341 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4426 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12276 members 
Mstep: Class 18 contains 10344 members 
Mstep: Class 19 contains 3849 members 
Mstep: Class 20 contains 1917 members 
Mstep: Class 21 contains 10098 members 
Mstep: Class 22 contains 3068 members 
Mstep: Class 23 contains 6588 members 
Mstep: Class 24 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924040.000000 Penalty: 52549.226562
Iteration 170Q: 25 clusters Score -3.592404e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298191 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72948 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89166 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14470 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14518 members 
Mstep: Class 11 contains 34166 members 
Mstep: Class 12 contains 9340 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12280 members 
Mstep: Class 18 contains 10344 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 21 contains 10098 members 
Mstep: Class 22 contains 3068 members 
Mstep: Class 23 contains 6592 members 
Mstep: Class 24 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924056.000000 Penalty: 52549.226562
Iteration 171Q: 25 clusters Score -3.592406e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298186 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72950 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89166 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14471 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14518 members 
Mstep: Class 11 contains 34164 members 
Mstep: Class 12 contains 9337 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12285 members 
Mstep: Class 18 contains 10345 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 21 contains 10098 members 
Mstep: Class 22 contains 3068 members 
Mstep: Class 23 contains 6594 members 
Mstep: Class 24 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924072.000000 Penalty: 52549.226562
Iteration 172Q: 25 clusters Score -3.592407e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298184 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72950 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89164 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14472 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14518 members 
Mstep: Class 11 contains 34164 members 
Mstep: Class 12 contains 9336 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12288 members 
Mstep: Class 18 contains 10345 members 
Mstep: Class 19 contains 3848 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 21 contains 10098 members 
Mstep: Class 22 contains 3068 members 
Mstep: Class 23 contains 6594 members 
Mstep: Class 24 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924076.000000 Penalty: 52549.226562
Iteration 173Q: 25 clusters Score -3.592408e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298181 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72950 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89164 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14472 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14518 members 
Mstep: Class 11 contains 34161 members 
Mstep: Class 12 contains 9335 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12289 members 
Mstep: Class 18 contains 10348 members 
Mstep: Class 19 contains 3847 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 21 contains 10098 members 
Mstep: Class 22 contains 3068 members 
Mstep: Class 23 contains 6598 members 
Mstep: Class 24 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924068.000000 Penalty: 52549.226562
Iteration 174Q: 25 clusters Score -3.592407e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298176 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72950 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89164 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14472 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14518 members 
Mstep: Class 11 contains 34161 members 
Mstep: Class 12 contains 9334 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12292 members 
Mstep: Class 18 contains 10350 members 
Mstep: Class 19 contains 3846 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 21 contains 10096 members 
Mstep: Class 22 contains 3068 members 
Mstep: Class 23 contains 6602 members 
Mstep: Class 24 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924036.000000 Penalty: 52549.226562
Iteration 175Q: 25 clusters Score -3.592404e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298168 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72951 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89161 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14472 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14518 members 
Mstep: Class 11 contains 34159 members 
Mstep: Class 12 contains 9334 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12300 members 
Mstep: Class 18 contains 10350 members 
Mstep: Class 19 contains 3845 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 21 contains 10096 members 
Mstep: Class 22 contains 3068 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924024.000000 Penalty: 52549.226562
Iteration 176Q: 25 clusters Score -3.592402e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298157 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72953 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89158 members 
Mstep: Class 6 contains 7457 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14474 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14518 members 
Mstep: Class 11 contains 34155 members 
Mstep: Class 12 contains 9334 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12308 members 
Mstep: Class 18 contains 10351 members 
Mstep: Class 19 contains 3843 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 21 contains 10095 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 6615 members 
Mstep: Class 24 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924056.000000 Penalty: 52549.226562
Iteration 177Q: 25 clusters Score -3.592406e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298150 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72952 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89156 members 
Mstep: Class 6 contains 7457 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14476 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34154 members 
Mstep: Class 12 contains 9333 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12312 members 
Mstep: Class 18 contains 10355 members 
Mstep: Class 19 contains 3842 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 21 contains 10094 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 6618 members 
Mstep: Class 24 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924044.000000 Penalty: 52549.226562
Iteration 178Q: 25 clusters Score -3.592404e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298145 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72952 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89156 members 
Mstep: Class 6 contains 7457 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14479 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34159 members 
Mstep: Class 12 contains 9330 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12311 members 
Mstep: Class 18 contains 10357 members 
Mstep: Class 19 contains 3842 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 21 contains 10094 members 
Mstep: Class 22 contains 3066 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924056.000000 Penalty: 52549.226562
Iteration 179Q: 25 clusters Score -3.592406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298142 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72952 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89156 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14479 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34162 members 
Mstep: Class 12 contains 9329 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4426 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12312 members 
Mstep: Class 18 contains 10359 members 
Mstep: Class 19 contains 3842 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 21 contains 10094 members 
Mstep: Class 22 contains 3066 members 
Mstep: Class 23 contains 6619 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924040.000000 Penalty: 52549.226562
Iteration 180F: 25 clusters Score -3.592404e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298140 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72952 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89156 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14479 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34164 members 
Mstep: Class 12 contains 9325 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12313 members 
Mstep: Class 18 contains 10361 members 
Mstep: Class 19 contains 3842 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 21 contains 10094 members 
Mstep: Class 22 contains 3065 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924032.000000 Penalty: 52549.226562
Iteration 181Q: 25 clusters Score -3.592403e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298137 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72951 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89156 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14479 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34167 members 
Mstep: Class 12 contains 9322 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12314 members 
Mstep: Class 18 contains 10365 members 
Mstep: Class 19 contains 3842 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 21 contains 10094 members 
Mstep: Class 22 contains 3064 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924048.000000 Penalty: 52549.226562
Iteration 182Q: 25 clusters Score -3.592405e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298134 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72951 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89156 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14479 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34173 members 
Mstep: Class 12 contains 9316 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12316 members 
Mstep: Class 18 contains 10365 members 
Mstep: Class 19 contains 3842 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 21 contains 10094 members 
Mstep: Class 22 contains 3064 members 
Mstep: Class 23 contains 6621 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924056.000000 Penalty: 52549.226562
Iteration 183Q: 25 clusters Score -3.592406e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298129 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72951 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89156 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14479 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34177 members 
Mstep: Class 12 contains 9314 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12317 members 
Mstep: Class 18 contains 10365 members 
Mstep: Class 19 contains 3842 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 21 contains 10094 members 
Mstep: Class 22 contains 3063 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924072.000000 Penalty: 52549.226562
Iteration 184Q: 25 clusters Score -3.592407e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298128 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72951 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89157 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14479 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34180 members 
Mstep: Class 12 contains 9312 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4426 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12317 members 
Mstep: Class 18 contains 10365 members 
Mstep: Class 19 contains 3842 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 21 contains 10094 members 
Mstep: Class 22 contains 3063 members 
Mstep: Class 23 contains 6625 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924072.000000 Penalty: 52549.226562
Iteration 185Q: 25 clusters Score -3.592407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298126 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72952 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89157 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14479 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34179 members 
Mstep: Class 12 contains 9311 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4425 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12321 members 
Mstep: Class 18 contains 10365 members 
Mstep: Class 19 contains 3843 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 21 contains 10094 members 
Mstep: Class 22 contains 3062 members 
Mstep: Class 23 contains 6625 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924076.000000 Penalty: 52549.226562
Iteration 186Q: 25 clusters Score -3.592408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298120 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72953 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89156 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14479 members 
Mstep: Class 9 contains 59178 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34182 members 
Mstep: Class 12 contains 9309 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4425 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12325 members 
Mstep: Class 18 contains 10366 members 
Mstep: Class 19 contains 3843 members 
Mstep: Class 20 contains 1918 members 
Mstep: Class 21 contains 10095 members 
Mstep: Class 22 contains 3062 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924080.000000 Penalty: 52549.226562
Iteration 187Q: 25 clusters Score -3.592408e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298115 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72953 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89156 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14479 members 
Mstep: Class 9 contains 59177 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34182 members 
Mstep: Class 12 contains 9306 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4425 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12332 members 
Mstep: Class 18 contains 10367 members 
Mstep: Class 19 contains 3843 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 10096 members 
Mstep: Class 22 contains 3062 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924068.000000 Penalty: 52549.226562
Iteration 188Q: 25 clusters Score -3.592407e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298110 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72951 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89157 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14479 members 
Mstep: Class 9 contains 59174 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34183 members 
Mstep: Class 12 contains 9303 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4425 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12338 members 
Mstep: Class 18 contains 10369 members 
Mstep: Class 19 contains 3843 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 10099 members 
Mstep: Class 22 contains 3062 members 
Mstep: Class 23 contains 6623 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924044.000000 Penalty: 52549.226562
Iteration 189Q: 25 clusters Score -3.592404e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298102 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72949 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89158 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14480 members 
Mstep: Class 9 contains 59173 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34183 members 
Mstep: Class 12 contains 9301 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4425 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12344 members 
Mstep: Class 18 contains 10370 members 
Mstep: Class 19 contains 3843 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 10100 members 
Mstep: Class 22 contains 3062 members 
Mstep: Class 23 contains 6626 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924092.000000 Penalty: 52549.226562
Iteration 190Q: 25 clusters Score -3.592409e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298094 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72948 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89159 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14480 members 
Mstep: Class 9 contains 59171 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34182 members 
Mstep: Class 12 contains 9299 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4425 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12353 members 
Mstep: Class 18 contains 10369 members 
Mstep: Class 19 contains 3843 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 10102 members 
Mstep: Class 22 contains 3061 members 
Mstep: Class 23 contains 6630 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924080.000000 Penalty: 52549.226562
Iteration 191Q: 25 clusters Score -3.592408e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298094 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72948 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89157 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14480 members 
Mstep: Class 9 contains 59169 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34182 members 
Mstep: Class 12 contains 9297 members 
Mstep: Class 13 contains 6799 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4425 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12358 members 
Mstep: Class 18 contains 10367 members 
Mstep: Class 19 contains 3842 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 10103 members 
Mstep: Class 22 contains 3060 members 
Mstep: Class 23 contains 6633 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924080.000000 Penalty: 52549.226562
Iteration 192Q: 25 clusters Score -3.592408e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298089 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72947 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89156 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14480 members 
Mstep: Class 9 contains 59168 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34181 members 
Mstep: Class 12 contains 9298 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4425 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12362 members 
Mstep: Class 18 contains 10369 members 
Mstep: Class 19 contains 3840 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 10104 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 6636 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924044.000000 Penalty: 52549.226562
Iteration 193Q: 25 clusters Score -3.592404e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298080 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72946 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89156 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14480 members 
Mstep: Class 9 contains 59167 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34179 members 
Mstep: Class 12 contains 9298 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4425 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12370 members 
Mstep: Class 18 contains 10371 members 
Mstep: Class 19 contains 3841 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 10105 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 6637 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924040.000000 Penalty: 52549.226562
Iteration 194Q: 25 clusters Score -3.592404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298075 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72945 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89156 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14480 members 
Mstep: Class 9 contains 59167 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34176 members 
Mstep: Class 12 contains 9298 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4425 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12375 members 
Mstep: Class 18 contains 10374 members 
Mstep: Class 19 contains 3841 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 10105 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924072.000000 Penalty: 52549.226562
Iteration 195Q: 25 clusters Score -3.592407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298071 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72944 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89153 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14480 members 
Mstep: Class 9 contains 59167 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34177 members 
Mstep: Class 12 contains 9296 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4426 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12381 members 
Mstep: Class 18 contains 10376 members 
Mstep: Class 19 contains 3841 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 10105 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924088.000000 Penalty: 52549.226562
Iteration 196Q: 25 clusters Score -3.592409e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298069 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72943 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89151 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14481 members 
Mstep: Class 9 contains 59167 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34179 members 
Mstep: Class 12 contains 9295 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4424 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12383 members 
Mstep: Class 18 contains 10378 members 
Mstep: Class 19 contains 3841 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 10105 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924080.000000 Penalty: 52549.226562
Iteration 197Q: 25 clusters Score -3.592408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298066 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72944 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89151 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14480 members 
Mstep: Class 9 contains 59167 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34180 members 
Mstep: Class 12 contains 9293 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12387 members 
Mstep: Class 18 contains 10378 members 
Mstep: Class 19 contains 3841 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 10105 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924084.000000 Penalty: 52549.226562
Iteration 198Q: 25 clusters Score -3.592408e+07 nChanged 9
Entering ConstructFrom: 
Score: -35924084.000000 Penalty: 52549.226562
Entering ConstructFrom: 
Trying to split cluster 1 (298058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298058 members 
Entering Unmasked Estep 
Score: -15879581.000000 Penalty: 2048.319580
	Iteration 0F: 2 clusters Score -1.587958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149146 members 
Mstep: Class 2 contains 148912 members 
Entering Unmasked Estep 
Score: -15677879.000000 Penalty: 4096.639160
	Iteration 0F: 3 clusters Score -1.567788e+07 nChanged 145339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149999 members 
Mstep: Class 2 contains 148059 members 
Entering Unmasked Estep 
Score: -15765431.000000 Penalty: 4096.639160
	Iteration 1F: 3 clusters Score -1.576543e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150146 members 
Mstep: Class 2 contains 147912 members 
Entering Unmasked Estep 
Score: -15768256.000000 Penalty: 4096.639160
	Iteration 2Q: 3 clusters Score -1.576826e+07 nChanged 11456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150378 members 
Mstep: Class 2 contains 147680 members 
Entering Unmasked Estep 
Score: -15772634.000000 Penalty: 4096.639160
	Iteration 3Q: 3 clusters Score -1.577263e+07 nChanged 14851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150331 members 
Mstep: Class 2 contains 147727 members 
Entering Unmasked Estep 
Score: -15780919.000000 Penalty: 4096.639160
	Iteration 4Q: 3 clusters Score -1.578092e+07 nChanged 18925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150098 members 
Mstep: Class 2 contains 147960 members 
Entering Unmasked Estep 
Score: -15794619.000000 Penalty: 4096.639160
	Iteration 5F: 3 clusters Score -1.579462e+07 nChanged 22741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150079 members 
Mstep: Class 2 contains 147979 members 
Entering Unmasked Estep 
Score: -15813904.000000 Penalty: 4096.639160
	Iteration 6F: 3 clusters Score -1.58139e+07 nChanged 23838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151267 members 
Mstep: Class 2 contains 146791 members 
Entering Unmasked Estep 
Score: -15835599.000000 Penalty: 4096.639160
	Iteration 7F: 3 clusters Score -1.58356e+07 nChanged 21233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154142 members 
Mstep: Class 2 contains 143916 members 
Entering Unmasked Estep 
Score: -15852522.000000 Penalty: 4096.639160
	Iteration 8F: 3 clusters Score -1.585252e+07 nChanged 15213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157599 members 
Mstep: Class 2 contains 140459 members 
Entering Unmasked Estep 
Score: -15862126.000000 Penalty: 4096.639160
	Iteration 9F: 3 clusters Score -1.586213e+07 nChanged 9877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160602 members 
Mstep: Class 2 contains 137456 members 
Entering Unmasked Estep 
Score: -15866648.000000 Penalty: 4096.639160
	Iteration 10Q: 3 clusters Score -1.586665e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162579 members 
Mstep: Class 2 contains 135479 members 
Entering Unmasked Estep 
Score: -15868927.000000 Penalty: 4096.639160
	Iteration 11Q: 3 clusters Score -1.586893e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163646 members 
Mstep: Class 2 contains 134412 members 
Entering Unmasked Estep 
Score: -15870258.000000 Penalty: 4096.639160
	Iteration 12Q: 3 clusters Score -1.587026e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164165 members 
Mstep: Class 2 contains 133893 members 
Entering Unmasked Estep 
Score: -15870840.000000 Penalty: 4096.639160
	Iteration 13Q: 3 clusters Score -1.587084e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164300 members 
Mstep: Class 2 contains 133758 members 
Entering Unmasked Estep 
Score: -15871266.000000 Penalty: 4096.639160
	Iteration 14Q: 3 clusters Score -1.587127e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164170 members 
Mstep: Class 2 contains 133888 members 
Entering Unmasked Estep 
Score: -15871482.000000 Penalty: 4096.639160
	Iteration 15Q: 3 clusters Score -1.587148e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163961 members 
Mstep: Class 2 contains 134097 members 
Entering Unmasked Estep 
Score: -15871590.000000 Penalty: 4096.639160
	Iteration 16Q: 3 clusters Score -1.587159e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163677 members 
Mstep: Class 2 contains 134381 members 
Entering Unmasked Estep 
Score: -15871744.000000 Penalty: 4096.639160
	Iteration 17Q: 3 clusters Score -1.587174e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163360 members 
Mstep: Class 2 contains 134698 members 
Entering Unmasked Estep 
Score: -15871784.000000 Penalty: 4096.639160
	Iteration 18Q: 3 clusters Score -1.587178e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163013 members 
Mstep: Class 2 contains 135045 members 
Entering Unmasked Estep 
Score: -15871797.000000 Penalty: 4096.639160
	Iteration 19Q: 3 clusters Score -1.58718e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162638 members 
Mstep: Class 2 contains 135420 members 
Entering Unmasked Estep 
Score: -15871802.000000 Penalty: 4096.639160
	Iteration 20F: 3 clusters Score -1.58718e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162233 members 
Mstep: Class 2 contains 135825 members 
Entering Unmasked Estep 
Score: -15871789.000000 Penalty: 4096.639160
	Iteration 21Q: 3 clusters Score -1.587179e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161831 members 
Mstep: Class 2 contains 136227 members 
Entering Unmasked Estep 
Score: -15871771.000000 Penalty: 4096.639160
	Iteration 22Q: 3 clusters Score -1.587177e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161434 members 
Mstep: Class 2 contains 136624 members 
Entering Unmasked Estep 
Score: -15871797.000000 Penalty: 4096.639160
	Iteration 23Q: 3 clusters Score -1.58718e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161051 members 
Mstep: Class 2 contains 137007 members 
Entering Unmasked Estep 
Score: -15871818.000000 Penalty: 4096.639160
	Iteration 24Q: 3 clusters Score -1.587182e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160610 members 
Mstep: Class 2 contains 137448 members 
Entering Unmasked Estep 
Score: -15871828.000000 Penalty: 4096.639160
	Iteration 25Q: 3 clusters Score -1.587183e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160168 members 
Mstep: Class 2 contains 137890 members 
Entering Unmasked Estep 
Score: -15871912.000000 Penalty: 4096.639160
	Iteration 26Q: 3 clusters Score -1.587191e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159718 members 
Mstep: Class 2 contains 138340 members 
Entering Unmasked Estep 
Score: -15871911.000000 Penalty: 4096.639160
	Iteration 27Q: 3 clusters Score -1.587191e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159281 members 
Mstep: Class 2 contains 138777 members 
Entering Unmasked Estep 
Score: -15871958.000000 Penalty: 4096.639160
	Iteration 28Q: 3 clusters Score -1.587196e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158886 members 
Mstep: Class 2 contains 139172 members 
Entering Unmasked Estep 
Score: -15871993.000000 Penalty: 4096.639160
	Iteration 29Q: 3 clusters Score -1.587199e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158482 members 
Mstep: Class 2 contains 139576 members 
Entering Unmasked Estep 
Score: -15871971.000000 Penalty: 4096.639160
	Iteration 30Q: 3 clusters Score -1.587197e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158095 members 
Mstep: Class 2 contains 139963 members 
Entering Unmasked Estep 
Score: -15871937.000000 Penalty: 4096.639160
	Iteration 31Q: 3 clusters Score -1.587194e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157727 members 
Mstep: Class 2 contains 140331 members 
Entering Unmasked Estep 
Score: -15871976.000000 Penalty: 4096.639160
	Iteration 32Q: 3 clusters Score -1.587198e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157369 members 
Mstep: Class 2 contains 140689 members 
Entering Unmasked Estep 
Score: -15871970.000000 Penalty: 4096.639160
	Iteration 33Q: 3 clusters Score -1.587197e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156991 members 
Mstep: Class 2 contains 141067 members 
Entering Unmasked Estep 
Score: -15871991.000000 Penalty: 4096.639160
	Iteration 34Q: 3 clusters Score -1.587199e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156625 members 
Mstep: Class 2 contains 141433 members 
Entering Unmasked Estep 
Score: -15871995.000000 Penalty: 4096.639160
	Iteration 35Q: 3 clusters Score -1.5872e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156265 members 
Mstep: Class 2 contains 141793 members 
Entering Unmasked Estep 
Score: -15872019.000000 Penalty: 4096.639160
	Iteration 36Q: 3 clusters Score -1.587202e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155896 members 
Mstep: Class 2 contains 142162 members 
Entering Unmasked Estep 
Score: -15872014.000000 Penalty: 4096.639160
	Iteration 37Q: 3 clusters Score -1.587201e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155511 members 
Mstep: Class 2 contains 142547 members 
Entering Unmasked Estep 
Score: -15872017.000000 Penalty: 4096.639160
	Iteration 38Q: 3 clusters Score -1.587202e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155141 members 
Mstep: Class 2 contains 142917 members 
Entering Unmasked Estep 
Score: -15872043.000000 Penalty: 4096.639160
	Iteration 39Q: 3 clusters Score -1.587204e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154754 members 
Mstep: Class 2 contains 143304 members 
Entering Unmasked Estep 
Score: -15872078.000000 Penalty: 4096.639160
	Iteration 40F: 3 clusters Score -1.587208e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154362 members 
Mstep: Class 2 contains 143696 members 
Entering Unmasked Estep 
Score: -15872124.000000 Penalty: 4096.639160
	Iteration 41Q: 3 clusters Score -1.587212e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153964 members 
Mstep: Class 2 contains 144094 members 
Entering Unmasked Estep 
Score: -15872203.000000 Penalty: 4096.639160
	Iteration 42Q: 3 clusters Score -1.58722e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153557 members 
Mstep: Class 2 contains 144501 members 
Entering Unmasked Estep 
Score: -15872233.000000 Penalty: 4096.639160
	Iteration 43Q: 3 clusters Score -1.587223e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153134 members 
Mstep: Class 2 contains 144924 members 
Entering Unmasked Estep 
Score: -15872242.000000 Penalty: 4096.639160
	Iteration 44Q: 3 clusters Score -1.587224e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152705 members 
Mstep: Class 2 contains 145353 members 
Entering Unmasked Estep 
Score: -15872295.000000 Penalty: 4096.639160
	Iteration 45Q: 3 clusters Score -1.58723e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152307 members 
Mstep: Class 2 contains 145751 members 
Entering Unmasked Estep 
Score: -15872278.000000 Penalty: 4096.639160
	Iteration 46Q: 3 clusters Score -1.587228e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151909 members 
Mstep: Class 2 contains 146149 members 
Entering Unmasked Estep 
Score: -15872255.000000 Penalty: 4096.639160
	Iteration 47Q: 3 clusters Score -1.587226e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151517 members 
Mstep: Class 2 contains 146541 members 
Entering Unmasked Estep 
Score: -15872274.000000 Penalty: 4096.639160
	Iteration 48Q: 3 clusters Score -1.587227e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151145 members 
Mstep: Class 2 contains 146913 members 
Entering Unmasked Estep 
Score: -15872280.000000 Penalty: 4096.639160
	Iteration 49Q: 3 clusters Score -1.587228e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150779 members 
Mstep: Class 2 contains 147279 members 
Entering Unmasked Estep 
Score: -15872296.000000 Penalty: 4096.639160
	Iteration 50Q: 3 clusters Score -1.58723e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150413 members 
Mstep: Class 2 contains 147645 members 
Entering Unmasked Estep 
Score: -15872281.000000 Penalty: 4096.639160
	Iteration 51Q: 3 clusters Score -1.587228e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150037 members 
Mstep: Class 2 contains 148021 members 
Entering Unmasked Estep 
Score: -15872328.000000 Penalty: 4096.639160
	Iteration 52Q: 3 clusters Score -1.587233e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149678 members 
Mstep: Class 2 contains 148380 members 
Entering Unmasked Estep 
Score: -15872346.000000 Penalty: 4096.639160
	Iteration 53Q: 3 clusters Score -1.587235e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149314 members 
Mstep: Class 2 contains 148744 members 
Entering Unmasked Estep 
Score: -15872329.000000 Penalty: 4096.639160
	Iteration 54Q: 3 clusters Score -1.587233e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148948 members 
Mstep: Class 2 contains 149110 members 
Entering Unmasked Estep 
Score: -15872365.000000 Penalty: 4096.639160
	Iteration 55Q: 3 clusters Score -1.587236e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148628 members 
Mstep: Class 2 contains 149430 members 
Entering Unmasked Estep 
Score: -15872369.000000 Penalty: 4096.639160
	Iteration 56Q: 3 clusters Score -1.587237e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148297 members 
Mstep: Class 2 contains 149761 members 
Entering Unmasked Estep 
Score: -15872357.000000 Penalty: 4096.639160
	Iteration 57Q: 3 clusters Score -1.587236e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147968 members 
Mstep: Class 2 contains 150090 members 
Entering Unmasked Estep 
Score: -15872355.000000 Penalty: 4096.639160
	Iteration 58Q: 3 clusters Score -1.587236e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147643 members 
Mstep: Class 2 contains 150415 members 
Entering Unmasked Estep 
Score: -15872323.000000 Penalty: 4096.639160
	Iteration 59Q: 3 clusters Score -1.587232e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147338 members 
Mstep: Class 2 contains 150720 members 
Entering Unmasked Estep 
Score: -15872291.000000 Penalty: 4096.639160
	Iteration 60F: 3 clusters Score -1.587229e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147043 members 
Mstep: Class 2 contains 151015 members 
Entering Unmasked Estep 
Score: -15872323.000000 Penalty: 4096.639160
	Iteration 61Q: 3 clusters Score -1.587232e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146712 members 
Mstep: Class 2 contains 151346 members 
Entering Unmasked Estep 
Score: -15872307.000000 Penalty: 4096.639160
	Iteration 62Q: 3 clusters Score -1.587231e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146376 members 
Mstep: Class 2 contains 151682 members 
Entering Unmasked Estep 
Score: -15872295.000000 Penalty: 4096.639160
	Iteration 63Q: 3 clusters Score -1.58723e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146040 members 
Mstep: Class 2 contains 152018 members 
Entering Unmasked Estep 
Score: -15872309.000000 Penalty: 4096.639160
	Iteration 64Q: 3 clusters Score -1.587231e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145699 members 
Mstep: Class 2 contains 152359 members 
Entering Unmasked Estep 
Score: -15872370.000000 Penalty: 4096.639160
	Iteration 65Q: 3 clusters Score -1.587237e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145329 members 
Mstep: Class 2 contains 152729 members 
Entering Unmasked Estep 
Score: -15872353.000000 Penalty: 4096.639160
	Iteration 66Q: 3 clusters Score -1.587235e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144917 members 
Mstep: Class 2 contains 153141 members 
Entering Unmasked Estep 
Score: -15872398.000000 Penalty: 4096.639160
	Iteration 67Q: 3 clusters Score -1.58724e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144509 members 
Mstep: Class 2 contains 153549 members 
Entering Unmasked Estep 
Score: -15872453.000000 Penalty: 4096.639160
	Iteration 68Q: 3 clusters Score -1.587245e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144121 members 
Mstep: Class 2 contains 153937 members 
Entering Unmasked Estep 
Score: -15872436.000000 Penalty: 4096.639160
	Iteration 69Q: 3 clusters Score -1.587244e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143744 members 
Mstep: Class 2 contains 154314 members 
Entering Unmasked Estep 
Score: -15872492.000000 Penalty: 4096.639160
	Iteration 70Q: 3 clusters Score -1.587249e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143354 members 
Mstep: Class 2 contains 154704 members 
Entering Unmasked Estep 
Score: -15872486.000000 Penalty: 4096.639160
	Iteration 71Q: 3 clusters Score -1.587249e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142958 members 
Mstep: Class 2 contains 155100 members 
Entering Unmasked Estep 
Score: -15872495.000000 Penalty: 4096.639160
	Iteration 72Q: 3 clusters Score -1.58725e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142558 members 
Mstep: Class 2 contains 155500 members 
Entering Unmasked Estep 
Score: -15872468.000000 Penalty: 4096.639160
	Iteration 73Q: 3 clusters Score -1.587247e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142169 members 
Mstep: Class 2 contains 155889 members 
Entering Unmasked Estep 
Score: -15872419.000000 Penalty: 4096.639160
	Iteration 74Q: 3 clusters Score -1.587242e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141791 members 
Mstep: Class 2 contains 156267 members 
Entering Unmasked Estep 
Score: -15872401.000000 Penalty: 4096.639160
	Iteration 75Q: 3 clusters Score -1.58724e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141418 members 
Mstep: Class 2 contains 156640 members 
Entering Unmasked Estep 
Score: -15872401.000000 Penalty: 4096.639160
	Iteration 76Q: 3 clusters Score -1.58724e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141055 members 
Mstep: Class 2 contains 157003 members 
Entering Unmasked Estep 
Score: -15872418.000000 Penalty: 4096.639160
	Iteration 77Q: 3 clusters Score -1.587242e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140648 members 
Mstep: Class 2 contains 157410 members 
Entering Unmasked Estep 
Score: -15872429.000000 Penalty: 4096.639160
	Iteration 78Q: 3 clusters Score -1.587243e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140187 members 
Mstep: Class 2 contains 157871 members 
Entering Unmasked Estep 
Score: -15872427.000000 Penalty: 4096.639160
	Iteration 79Q: 3 clusters Score -1.587243e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139719 members 
Mstep: Class 2 contains 158339 members 
Entering Unmasked Estep 
Score: -15872443.000000 Penalty: 4096.639160
	Iteration 80F: 3 clusters Score -1.587244e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139244 members 
Mstep: Class 2 contains 158814 members 
Entering Unmasked Estep 
Score: -15872467.000000 Penalty: 4096.639160
	Iteration 81Q: 3 clusters Score -1.587247e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138756 members 
Mstep: Class 2 contains 159302 members 
Entering Unmasked Estep 
Score: -15872455.000000 Penalty: 4096.639160
	Iteration 82Q: 3 clusters Score -1.587246e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138210 members 
Mstep: Class 2 contains 159848 members 
Entering Unmasked Estep 
Score: -15872438.000000 Penalty: 4096.639160
	Iteration 83Q: 3 clusters Score -1.587244e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137610 members 
Mstep: Class 2 contains 160448 members 
Entering Unmasked Estep 
Score: -15872565.000000 Penalty: 4096.639160
	Iteration 84Q: 3 clusters Score -1.587256e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136975 members 
Mstep: Class 2 contains 161083 members 
Entering Unmasked Estep 
Score: -15872628.000000 Penalty: 4096.639160
	Iteration 85Q: 3 clusters Score -1.587263e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136280 members 
Mstep: Class 2 contains 161778 members 
Entering Unmasked Estep 
Score: -15872664.000000 Penalty: 4096.639160
	Iteration 86Q: 3 clusters Score -1.587266e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135538 members 
Mstep: Class 2 contains 162520 members 
Entering Unmasked Estep 
Score: -15872720.000000 Penalty: 4096.639160
	Iteration 87Q: 3 clusters Score -1.587272e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134702 members 
Mstep: Class 2 contains 163356 members 
Entering Unmasked Estep 
Score: -15872790.000000 Penalty: 4096.639160
	Iteration 88Q: 3 clusters Score -1.587279e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133733 members 
Mstep: Class 2 contains 164325 members 
Entering Unmasked Estep 
Score: -15872880.000000 Penalty: 4096.639160
	Iteration 89Q: 3 clusters Score -1.587288e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132652 members 
Mstep: Class 2 contains 165406 members 
Entering Unmasked Estep 
Score: -15873062.000000 Penalty: 4096.639160
	Iteration 90Q: 3 clusters Score -1.587306e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131408 members 
Mstep: Class 2 contains 166650 members 
Entering Unmasked Estep 
Score: -15873249.000000 Penalty: 4096.639160
	Iteration 91Q: 3 clusters Score -1.587325e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129983 members 
Mstep: Class 2 contains 168075 members 
Entering Unmasked Estep 
Score: -15873457.000000 Penalty: 4096.639160
	Iteration 92Q: 3 clusters Score -1.587346e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128479 members 
Mstep: Class 2 contains 169579 members 
Entering Unmasked Estep 
Score: -15873827.000000 Penalty: 4096.639160
	Iteration 93Q: 3 clusters Score -1.587383e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126880 members 
Mstep: Class 2 contains 171178 members 
Entering Unmasked Estep 
Score: -15874277.000000 Penalty: 4096.639160
	Iteration 94Q: 3 clusters Score -1.587428e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125195 members 
Mstep: Class 2 contains 172863 members 
Entering Unmasked Estep 
Score: -15874685.000000 Penalty: 4096.639160
	Iteration 95Q: 3 clusters Score -1.587468e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123378 members 
Mstep: Class 2 contains 174680 members 
Entering Unmasked Estep 
Score: -15875170.000000 Penalty: 4096.639160
	Iteration 96Q: 3 clusters Score -1.587517e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121455 members 
Mstep: Class 2 contains 176603 members 
Entering Unmasked Estep 
Score: -15875706.000000 Penalty: 4096.639160
	Iteration 97Q: 3 clusters Score -1.587571e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119672 members 
Mstep: Class 2 contains 178386 members 
Entering Unmasked Estep 
Score: -15876211.000000 Penalty: 4096.639160
	Iteration 98Q: 3 clusters Score -1.587621e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117970 members 
Mstep: Class 2 contains 180088 members 
Entering Unmasked Estep 
Score: -15876566.000000 Penalty: 4096.639160
	Iteration 99Q: 3 clusters Score -1.587657e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116358 members 
Mstep: Class 2 contains 181700 members 
Entering Unmasked Estep 
Score: -15876927.000000 Penalty: 4096.639160
	Iteration 100F: 3 clusters Score -1.587693e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114862 members 
Mstep: Class 2 contains 183196 members 
Entering Unmasked Estep 
Score: -15877092.000000 Penalty: 4096.639160
	Iteration 101Q: 3 clusters Score -1.587709e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113456 members 
Mstep: Class 2 contains 184602 members 
Entering Unmasked Estep 
Score: -15877219.000000 Penalty: 4096.639160
	Iteration 102Q: 3 clusters Score -1.587722e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112160 members 
Mstep: Class 2 contains 185898 members 
Entering Unmasked Estep 
Score: -15877301.000000 Penalty: 4096.639160
	Iteration 103Q: 3 clusters Score -1.58773e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110949 members 
Mstep: Class 2 contains 187109 members 
Entering Unmasked Estep 
Score: -15877393.000000 Penalty: 4096.639160
	Iteration 104Q: 3 clusters Score -1.587739e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109829 members 
Mstep: Class 2 contains 188229 members 
Entering Unmasked Estep 
Score: -15877479.000000 Penalty: 4096.639160
	Iteration 105Q: 3 clusters Score -1.587748e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108799 members 
Mstep: Class 2 contains 189259 members 
Entering Unmasked Estep 
Score: -15877547.000000 Penalty: 4096.639160
	Iteration 106Q: 3 clusters Score -1.587755e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107923 members 
Mstep: Class 2 contains 190135 members 
Entering Unmasked Estep 
Score: -15877585.000000 Penalty: 4096.639160
	Iteration 107Q: 3 clusters Score -1.587758e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107124 members 
Mstep: Class 2 contains 190934 members 
Entering Unmasked Estep 
Score: -15877655.000000 Penalty: 4096.639160
	Iteration 108Q: 3 clusters Score -1.587766e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106433 members 
Mstep: Class 2 contains 191625 members 
Entering Unmasked Estep 
Score: -15877737.000000 Penalty: 4096.639160
	Iteration 109Q: 3 clusters Score -1.587774e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105830 members 
Mstep: Class 2 contains 192228 members 
Entering Unmasked Estep 
Score: -15877746.000000 Penalty: 4096.639160
	Iteration 110Q: 3 clusters Score -1.587775e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105315 members 
Mstep: Class 2 contains 192743 members 
Entering Unmasked Estep 
Score: -15877738.000000 Penalty: 4096.639160
	Iteration 111Q: 3 clusters Score -1.587774e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104828 members 
Mstep: Class 2 contains 193230 members 
Entering Unmasked Estep 
Score: -15877739.000000 Penalty: 4096.639160
	Iteration 112Q: 3 clusters Score -1.587774e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104414 members 
Mstep: Class 2 contains 193644 members 
Entering Unmasked Estep 
Score: -15877760.000000 Penalty: 4096.639160
	Iteration 113Q: 3 clusters Score -1.587776e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104020 members 
Mstep: Class 2 contains 194038 members 
Entering Unmasked Estep 
Score: -15877749.000000 Penalty: 4096.639160
	Iteration 114Q: 3 clusters Score -1.587775e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103623 members 
Mstep: Class 2 contains 194435 members 
Entering Unmasked Estep 
Score: -15877750.000000 Penalty: 4096.639160
	Iteration 115Q: 3 clusters Score -1.587775e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103248 members 
Mstep: Class 2 contains 194810 members 
Entering Unmasked Estep 
Score: -15877723.000000 Penalty: 4096.639160
	Iteration 116Q: 3 clusters Score -1.587772e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102910 members 
Mstep: Class 2 contains 195148 members 
Entering Unmasked Estep 
Score: -15877736.000000 Penalty: 4096.639160
	Iteration 117Q: 3 clusters Score -1.587774e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102594 members 
Mstep: Class 2 contains 195464 members 
Entering Unmasked Estep 
Score: -15877775.000000 Penalty: 4096.639160
	Iteration 118Q: 3 clusters Score -1.587778e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102313 members 
Mstep: Class 2 contains 195745 members 
Entering Unmasked Estep 
Score: -15877785.000000 Penalty: 4096.639160
	Iteration 119Q: 3 clusters Score -1.587778e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102062 members 
Mstep: Class 2 contains 195996 members 
Entering Unmasked Estep 
Score: -15877804.000000 Penalty: 4096.639160
	Iteration 120F: 3 clusters Score -1.58778e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101828 members 
Mstep: Class 2 contains 196230 members 
Entering Unmasked Estep 
Score: -15877773.000000 Penalty: 4096.639160
	Iteration 121Q: 3 clusters Score -1.587777e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101605 members 
Mstep: Class 2 contains 196453 members 
Entering Unmasked Estep 
Score: -15877763.000000 Penalty: 4096.639160
	Iteration 122Q: 3 clusters Score -1.587776e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101379 members 
Mstep: Class 2 contains 196679 members 
Entering Unmasked Estep 
Score: -15877781.000000 Penalty: 4096.639160
	Iteration 123Q: 3 clusters Score -1.587778e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101149 members 
Mstep: Class 2 contains 196909 members 
Entering Unmasked Estep 
Score: -15877776.000000 Penalty: 4096.639160
	Iteration 124Q: 3 clusters Score -1.587778e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100925 members 
Mstep: Class 2 contains 197133 members 
Entering Unmasked Estep 
Score: -15877744.000000 Penalty: 4096.639160
	Iteration 125Q: 3 clusters Score -1.587774e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100687 members 
Mstep: Class 2 contains 197371 members 
Entering Unmasked Estep 
Score: -15877774.000000 Penalty: 4096.639160
	Iteration 126Q: 3 clusters Score -1.587777e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100459 members 
Mstep: Class 2 contains 197599 members 
Entering Unmasked Estep 
Score: -15877782.000000 Penalty: 4096.639160
	Iteration 127Q: 3 clusters Score -1.587778e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100254 members 
Mstep: Class 2 contains 197804 members 
Entering Unmasked Estep 
Score: -15877804.000000 Penalty: 4096.639160
	Iteration 128Q: 3 clusters Score -1.58778e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100041 members 
Mstep: Class 2 contains 198017 members 
Entering Unmasked Estep 
Score: -15877795.000000 Penalty: 4096.639160
	Iteration 129Q: 3 clusters Score -1.58778e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99823 members 
Mstep: Class 2 contains 198235 members 
Entering Unmasked Estep 
Score: -15877800.000000 Penalty: 4096.639160
	Iteration 130Q: 3 clusters Score -1.58778e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99637 members 
Mstep: Class 2 contains 198421 members 
Entering Unmasked Estep 
Score: -15877790.000000 Penalty: 4096.639160
	Iteration 131Q: 3 clusters Score -1.587779e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99463 members 
Mstep: Class 2 contains 198595 members 
Entering Unmasked Estep 
Score: -15877791.000000 Penalty: 4096.639160
	Iteration 132Q: 3 clusters Score -1.587779e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99303 members 
Mstep: Class 2 contains 198755 members 
Entering Unmasked Estep 
Score: -15877820.000000 Penalty: 4096.639160
	Iteration 133Q: 3 clusters Score -1.587782e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99132 members 
Mstep: Class 2 contains 198926 members 
Entering Unmasked Estep 
Score: -15877858.000000 Penalty: 4096.639160
	Iteration 134Q: 3 clusters Score -1.587786e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98951 members 
Mstep: Class 2 contains 199107 members 
Entering Unmasked Estep 
Score: -15877884.000000 Penalty: 4096.639160
	Iteration 135Q: 3 clusters Score -1.587788e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98772 members 
Mstep: Class 2 contains 199286 members 
Entering Unmasked Estep 
Score: -15877925.000000 Penalty: 4096.639160
	Iteration 136Q: 3 clusters Score -1.587792e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98596 members 
Mstep: Class 2 contains 199462 members 
Entering Unmasked Estep 
Score: -15877941.000000 Penalty: 4096.639160
	Iteration 137Q: 3 clusters Score -1.587794e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98439 members 
Mstep: Class 2 contains 199619 members 
Entering Unmasked Estep 
Score: -15877929.000000 Penalty: 4096.639160
	Iteration 138Q: 3 clusters Score -1.587793e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98304 members 
Mstep: Class 2 contains 199754 members 
Entering Unmasked Estep 
Score: -15877920.000000 Penalty: 4096.639160
	Iteration 139Q: 3 clusters Score -1.587792e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98175 members 
Mstep: Class 2 contains 199883 members 
Entering Unmasked Estep 
Score: -15877933.000000 Penalty: 4096.639160
	Iteration 140F: 3 clusters Score -1.587793e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98050 members 
Mstep: Class 2 contains 200008 members 
Entering Unmasked Estep 
Score: -15877919.000000 Penalty: 4096.639160
	Iteration 141Q: 3 clusters Score -1.587792e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97943 members 
Mstep: Class 2 contains 200115 members 
Entering Unmasked Estep 
Score: -15877932.000000 Penalty: 4096.639160
	Iteration 142Q: 3 clusters Score -1.587793e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97840 members 
Mstep: Class 2 contains 200218 members 
Entering Unmasked Estep 
Score: -15877916.000000 Penalty: 4096.639160
	Iteration 143Q: 3 clusters Score -1.587792e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97748 members 
Mstep: Class 2 contains 200310 members 
Entering Unmasked Estep 
Score: -15877927.000000 Penalty: 4096.639160
	Iteration 144Q: 3 clusters Score -1.587793e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97665 members 
Mstep: Class 2 contains 200393 members 
Entering Unmasked Estep 
Score: -15877941.000000 Penalty: 4096.639160
	Iteration 145Q: 3 clusters Score -1.587794e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97591 members 
Mstep: Class 2 contains 200467 members 
Entering Unmasked Estep 
Score: -15877928.000000 Penalty: 4096.639160
	Iteration 146Q: 3 clusters Score -1.587793e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97516 members 
Mstep: Class 2 contains 200542 members 
Entering Unmasked Estep 
Score: -15877957.000000 Penalty: 4096.639160
	Iteration 147Q: 3 clusters Score -1.587796e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97449 members 
Mstep: Class 2 contains 200609 members 
Entering Unmasked Estep 
Score: -15877929.000000 Penalty: 4096.639160
	Iteration 148Q: 3 clusters Score -1.587793e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97390 members 
Mstep: Class 2 contains 200668 members 
Entering Unmasked Estep 
Score: -15877906.000000 Penalty: 4096.639160
	Iteration 149Q: 3 clusters Score -1.587791e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97328 members 
Mstep: Class 2 contains 200730 members 
Entering Unmasked Estep 
Score: -15877923.000000 Penalty: 4096.639160
	Iteration 150Q: 3 clusters Score -1.587792e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97272 members 
Mstep: Class 2 contains 200786 members 
Entering Unmasked Estep 
Score: -15877940.000000 Penalty: 4096.639160
	Iteration 151Q: 3 clusters Score -1.587794e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97230 members 
Mstep: Class 2 contains 200828 members 
Entering Unmasked Estep 
Score: -15877938.000000 Penalty: 4096.639160
	Iteration 152Q: 3 clusters Score -1.587794e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97192 members 
Mstep: Class 2 contains 200866 members 
Entering Unmasked Estep 
Score: -15877941.000000 Penalty: 4096.639160
	Iteration 153Q: 3 clusters Score -1.587794e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97158 members 
Mstep: Class 2 contains 200900 members 
Entering Unmasked Estep 
Score: -15877924.000000 Penalty: 4096.639160
	Iteration 154Q: 3 clusters Score -1.587792e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97123 members 
Mstep: Class 2 contains 200935 members 
Entering Unmasked Estep 
Score: -15877917.000000 Penalty: 4096.639160
	Iteration 155Q: 3 clusters Score -1.587792e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97087 members 
Mstep: Class 2 contains 200971 members 
Entering Unmasked Estep 
Score: -15877919.000000 Penalty: 4096.639160
	Iteration 156Q: 3 clusters Score -1.587792e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97042 members 
Mstep: Class 2 contains 201016 members 
Entering Unmasked Estep 
Score: -15877933.000000 Penalty: 4096.639160
	Iteration 157Q: 3 clusters Score -1.587793e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97001 members 
Mstep: Class 2 contains 201057 members 
Entering Unmasked Estep 
Score: -15877933.000000 Penalty: 4096.639160
	Iteration 158Q: 3 clusters Score -1.587793e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96977 members 
Mstep: Class 2 contains 201081 members 
Entering Unmasked Estep 
Score: -15877946.000000 Penalty: 4096.639160
	Iteration 159Q: 3 clusters Score -1.587795e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96948 members 
Mstep: Class 2 contains 201110 members 
Entering Unmasked Estep 
Score: -15877935.000000 Penalty: 4096.639160
	Iteration 160F: 3 clusters Score -1.587794e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96916 members 
Mstep: Class 2 contains 201142 members 
Entering Unmasked Estep 
Score: -15877940.000000 Penalty: 4096.639160
	Iteration 161Q: 3 clusters Score -1.587794e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96882 members 
Mstep: Class 2 contains 201176 members 
Entering Unmasked Estep 
Score: -15877945.000000 Penalty: 4096.639160
	Iteration 162Q: 3 clusters Score -1.587794e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96848 members 
Mstep: Class 2 contains 201210 members 
Entering Unmasked Estep 
Score: -15877966.000000 Penalty: 4096.639160
	Iteration 163Q: 3 clusters Score -1.587797e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96815 members 
Mstep: Class 2 contains 201243 members 
Entering Unmasked Estep 
Score: -15877967.000000 Penalty: 4096.639160
	Iteration 164Q: 3 clusters Score -1.587797e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96785 members 
Mstep: Class 2 contains 201273 members 
Entering Unmasked Estep 
Score: -15877971.000000 Penalty: 4096.639160
	Iteration 165Q: 3 clusters Score -1.587797e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96759 members 
Mstep: Class 2 contains 201299 members 
Entering Unmasked Estep 
Score: -15877966.000000 Penalty: 4096.639160
	Iteration 166Q: 3 clusters Score -1.587797e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96736 members 
Mstep: Class 2 contains 201322 members 
Entering Unmasked Estep 
Score: -15877968.000000 Penalty: 4096.639160
	Iteration 167Q: 3 clusters Score -1.587797e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96711 members 
Mstep: Class 2 contains 201347 members 
Entering Unmasked Estep 
Score: -15877990.000000 Penalty: 4096.639160
	Iteration 168Q: 3 clusters Score -1.587799e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96692 members 
Mstep: Class 2 contains 201366 members 
Entering Unmasked Estep 
Score: -15877968.000000 Penalty: 4096.639160
	Iteration 169Q: 3 clusters Score -1.587797e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96677 members 
Mstep: Class 2 contains 201381 members 
Entering Unmasked Estep 
Score: -15877974.000000 Penalty: 4096.639160
	Iteration 170Q: 3 clusters Score -1.587797e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96660 members 
Mstep: Class 2 contains 201398 members 
Entering Unmasked Estep 
Score: -15877968.000000 Penalty: 4096.639160
	Iteration 171Q: 3 clusters Score -1.587797e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96642 members 
Mstep: Class 2 contains 201416 members 
Entering Unmasked Estep 
Score: -15877960.000000 Penalty: 4096.639160
	Iteration 172Q: 3 clusters Score -1.587796e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96624 members 
Mstep: Class 2 contains 201434 members 
Entering Unmasked Estep 
Score: -15877963.000000 Penalty: 4096.639160
	Iteration 173Q: 3 clusters Score -1.587796e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96606 members 
Mstep: Class 2 contains 201452 members 
Entering Unmasked Estep 
Score: -15877956.000000 Penalty: 4096.639160
	Iteration 174Q: 3 clusters Score -1.587796e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96587 members 
Mstep: Class 2 contains 201471 members 
Entering Unmasked Estep 
Score: -15877978.000000 Penalty: 4096.639160
	Iteration 175Q: 3 clusters Score -1.587798e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96570 members 
Mstep: Class 2 contains 201488 members 
Entering Unmasked Estep 
Score: -15877978.000000 Penalty: 4096.639160
	Iteration 176Q: 3 clusters Score -1.587798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96557 members 
Mstep: Class 2 contains 201501 members 
Entering Unmasked Estep 
Score: -15877980.000000 Penalty: 4096.639160
	Iteration 177Q: 3 clusters Score -1.587798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96549 members 
Mstep: Class 2 contains 201509 members 
Entering Unmasked Estep 
Score: -15877965.000000 Penalty: 4096.639160
	Iteration 178Q: 3 clusters Score -1.587796e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96544 members 
Mstep: Class 2 contains 201514 members 
Entering Unmasked Estep 
Score: -15877968.000000 Penalty: 4096.639160
	Iteration 179Q: 3 clusters Score -1.587797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96540 members 
Mstep: Class 2 contains 201518 members 
Entering Unmasked Estep 
Score: -15877969.000000 Penalty: 4096.639160
	Iteration 180F: 3 clusters Score -1.587797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96537 members 
Mstep: Class 2 contains 201521 members 
Entering Unmasked Estep 
Score: -15877965.000000 Penalty: 4096.639160
	Iteration 181Q: 3 clusters Score -1.587796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96535 members 
Mstep: Class 2 contains 201523 members 
Entering Unmasked Estep 
Score: -15877980.000000 Penalty: 4096.639160
	Iteration 182Q: 3 clusters Score -1.587798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96535 members 
Mstep: Class 2 contains 201523 members 
Entering Unmasked Estep 
Score: -15877980.000000 Penalty: 4096.639160
	Iteration 183F: 3 clusters Score -1.587798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Entering Unmasked Estep 
Score: -416070.562500 Penalty: 1466.538696
	Iteration 0F: 2 clusters Score -416070.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -410021.218750 Penalty: 2933.077393
	Iteration 0F: 3 clusters Score -410021.2 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -411969.031250 Penalty: 2933.077393
	Iteration 1F: 3 clusters Score -411969 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -412228.406250 Penalty: 2933.077393
	Iteration 2F: 3 clusters Score -412228.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -412459.687500 Penalty: 2933.077393
	Iteration 3F: 3 clusters Score -412459.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -412672.281250 Penalty: 2933.077393
	Iteration 4Q: 3 clusters Score -412672.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -412866.875000 Penalty: 2933.077393
	Iteration 5Q: 3 clusters Score -412866.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -413052.531250 Penalty: 2933.077393
	Iteration 6Q: 3 clusters Score -413052.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -413225.750000 Penalty: 2933.077393
	Iteration 7Q: 3 clusters Score -413225.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -413413.968750 Penalty: 2933.077393
	Iteration 8Q: 3 clusters Score -413414 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -413608.781250 Penalty: 2933.077393
	Iteration 9Q: 3 clusters Score -413608.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -413815.343750 Penalty: 2933.077393
	Iteration 10Q: 3 clusters Score -413815.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -413990.843750 Penalty: 2933.077393
	Iteration 11Q: 3 clusters Score -413990.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -414144.687500 Penalty: 2933.077393
	Iteration 12Q: 3 clusters Score -414144.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -414272.500000 Penalty: 2933.077393
	Iteration 13Q: 3 clusters Score -414272.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -414357.562500 Penalty: 2933.077393
	Iteration 14Q: 3 clusters Score -414357.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -414402.156250 Penalty: 2933.077393
	Iteration 15Q: 3 clusters Score -414402.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -414437.406250 Penalty: 2933.077393
	Iteration 16Q: 3 clusters Score -414437.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -414467.000000 Penalty: 2933.077393
	Iteration 17Q: 3 clusters Score -414467 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -414491.468750 Penalty: 2933.077393
	Iteration 18Q: 3 clusters Score -414491.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -414513.875000 Penalty: 2933.077393
	Iteration 19Q: 3 clusters Score -414513.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -414534.843750 Penalty: 2933.077393
	Iteration 20F: 3 clusters Score -414534.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -414561.562500 Penalty: 2933.077393
	Iteration 21Q: 3 clusters Score -414561.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -414583.906250 Penalty: 2933.077393
	Iteration 22Q: 3 clusters Score -414583.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -414605.093750 Penalty: 2933.077393
	Iteration 23Q: 3 clusters Score -414605.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -414629.062500 Penalty: 2933.077393
	Iteration 24Q: 3 clusters Score -414629.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -414655.281250 Penalty: 2933.077393
	Iteration 25Q: 3 clusters Score -414655.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -414688.343750 Penalty: 2933.077393
	Iteration 26Q: 3 clusters Score -414688.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -414723.781250 Penalty: 2933.077393
	Iteration 27Q: 3 clusters Score -414723.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -414757.625000 Penalty: 2933.077393
	Iteration 28Q: 3 clusters Score -414757.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -414784.218750 Penalty: 2933.077393
	Iteration 29Q: 3 clusters Score -414784.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -414807.562500 Penalty: 2933.077393
	Iteration 30Q: 3 clusters Score -414807.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -414834.312500 Penalty: 2933.077393
	Iteration 31Q: 3 clusters Score -414834.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -414857.218750 Penalty: 2933.077393
	Iteration 32Q: 3 clusters Score -414857.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -414886.343750 Penalty: 2933.077393
	Iteration 33Q: 3 clusters Score -414886.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -414916.562500 Penalty: 2933.077393
	Iteration 34Q: 3 clusters Score -414916.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -414947.812500 Penalty: 2933.077393
	Iteration 35Q: 3 clusters Score -414947.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -414980.562500 Penalty: 2933.077393
	Iteration 36Q: 3 clusters Score -414980.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -415014.625000 Penalty: 2933.077393
	Iteration 37Q: 3 clusters Score -415014.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -415038.812500 Penalty: 2933.077393
	Iteration 38Q: 3 clusters Score -415038.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -415055.250000 Penalty: 2933.077393
	Iteration 39Q: 3 clusters Score -415055.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -415076.937500 Penalty: 2933.077393
	Iteration 40F: 3 clusters Score -415076.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -415097.781250 Penalty: 2933.077393
	Iteration 41Q: 3 clusters Score -415097.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -415115.468750 Penalty: 2933.077393
	Iteration 42Q: 3 clusters Score -415115.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -415130.718750 Penalty: 2933.077393
	Iteration 43Q: 3 clusters Score -415130.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -415142.312500 Penalty: 2933.077393
	Iteration 44Q: 3 clusters Score -415142.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -415149.343750 Penalty: 2933.077393
	Iteration 45Q: 3 clusters Score -415149.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -415154.031250 Penalty: 2933.077393
	Iteration 46Q: 3 clusters Score -415154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -415157.750000 Penalty: 2933.077393
	Iteration 47Q: 3 clusters Score -415157.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -415160.031250 Penalty: 2933.077393
	Iteration 48Q: 3 clusters Score -415160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -415161.500000 Penalty: 2933.077393
	Iteration 49Q: 3 clusters Score -415161.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -415162.437500 Penalty: 2933.077393
	Iteration 50Q: 3 clusters Score -415162.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -415162.718750 Penalty: 2933.077393
	Iteration 51Q: 3 clusters Score -415162.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -415163.187500 Penalty: 2933.077393
	Iteration 52Q: 3 clusters Score -415163.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -415163.187500 Penalty: 2933.077393
	Iteration 53F: 3 clusters Score -415163.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (72945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72945 members 
Entering Unmasked Estep 
Score: -3898896.250000 Penalty: 1819.587402
	Iteration 0F: 2 clusters Score -3898896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -3850230.750000 Penalty: 3639.174805
	Iteration 0F: 3 clusters Score -3850231 nChanged 34530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -3870012.250000 Penalty: 3639.174805
	Iteration 1F: 3 clusters Score -3870012 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -3870678.500000 Penalty: 3639.174805
	Iteration 2Q: 3 clusters Score -3870678 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -3871516.750000 Penalty: 3639.174805
	Iteration 3Q: 3 clusters Score -3871517 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -3872792.500000 Penalty: 3639.174805
	Iteration 4Q: 3 clusters Score -3872792 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -3874905.500000 Penalty: 3639.174805
	Iteration 5F: 3 clusters Score -3874906 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -3878328.750000 Penalty: 3639.174805
	Iteration 6F: 3 clusters Score -3878329 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -3883040.500000 Penalty: 3639.174805
	Iteration 7F: 3 clusters Score -3883040 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61910 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -3888293.750000 Penalty: 3639.174805
	Iteration 8F: 3 clusters Score -3888294 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66081 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -3892436.000000 Penalty: 3639.174805
	Iteration 9F: 3 clusters Score -3892436 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68671 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3895071.000000 Penalty: 3639.174805
	Iteration 10Q: 3 clusters Score -3895071 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69955 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3896465.000000 Penalty: 3639.174805
	Iteration 11Q: 3 clusters Score -3896465 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70558 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3897320.000000 Penalty: 3639.174805
	Iteration 12Q: 3 clusters Score -3897320 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70766 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3897753.500000 Penalty: 3639.174805
	Iteration 13Q: 3 clusters Score -3897754 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70806 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3898002.500000 Penalty: 3639.174805
	Iteration 14Q: 3 clusters Score -3898002 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70775 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3898163.750000 Penalty: 3639.174805
	Iteration 15Q: 3 clusters Score -3898164 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70762 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3898289.500000 Penalty: 3639.174805
	Iteration 16Q: 3 clusters Score -3898290 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70739 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3898396.750000 Penalty: 3639.174805
	Iteration 17Q: 3 clusters Score -3898397 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70714 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3898443.000000 Penalty: 3639.174805
	Iteration 18Q: 3 clusters Score -3898443 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70705 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3898467.250000 Penalty: 3639.174805
	Iteration 19Q: 3 clusters Score -3898467 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70707 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3898496.500000 Penalty: 3639.174805
	Iteration 20F: 3 clusters Score -3898496 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70718 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3898509.250000 Penalty: 3639.174805
	Iteration 21Q: 3 clusters Score -3898509 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70718 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3898535.750000 Penalty: 3639.174805
	Iteration 22Q: 3 clusters Score -3898536 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70704 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3898556.000000 Penalty: 3639.174805
	Iteration 23Q: 3 clusters Score -3898556 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70697 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3898571.500000 Penalty: 3639.174805
	Iteration 24Q: 3 clusters Score -3898572 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70696 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3898575.750000 Penalty: 3639.174805
	Iteration 25Q: 3 clusters Score -3898576 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70705 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3898590.000000 Penalty: 3639.174805
	Iteration 26Q: 3 clusters Score -3898590 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70705 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3898588.500000 Penalty: 3639.174805
	Iteration 27Q: 3 clusters Score -3898588 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70712 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3898611.000000 Penalty: 3639.174805
	Iteration 28Q: 3 clusters Score -3898611 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70719 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3898628.500000 Penalty: 3639.174805
	Iteration 29Q: 3 clusters Score -3898628 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70715 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3898648.000000 Penalty: 3639.174805
	Iteration 30Q: 3 clusters Score -3898648 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70714 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3898667.000000 Penalty: 3639.174805
	Iteration 31Q: 3 clusters Score -3898667 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70724 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3898685.750000 Penalty: 3639.174805
	Iteration 32Q: 3 clusters Score -3898686 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70720 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3898689.500000 Penalty: 3639.174805
	Iteration 33Q: 3 clusters Score -3898690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70715 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3898682.500000 Penalty: 3639.174805
	Iteration 34Q: 3 clusters Score -3898682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70709 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3898690.750000 Penalty: 3639.174805
	Iteration 35Q: 3 clusters Score -3898691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70708 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3898698.250000 Penalty: 3639.174805
	Iteration 36Q: 3 clusters Score -3898698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70715 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3898705.500000 Penalty: 3639.174805
	Iteration 37Q: 3 clusters Score -3898706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70715 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3898703.750000 Penalty: 3639.174805
	Iteration 38Q: 3 clusters Score -3898704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70719 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3898700.250000 Penalty: 3639.174805
	Iteration 39Q: 3 clusters Score -3898700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70719 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3898704.750000 Penalty: 3639.174805
	Iteration 40F: 3 clusters Score -3898705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70721 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3898706.750000 Penalty: 3639.174805
	Iteration 41Q: 3 clusters Score -3898707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70722 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3898706.000000 Penalty: 3639.174805
	Iteration 42Q: 3 clusters Score -3898706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70723 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3898707.250000 Penalty: 3639.174805
	Iteration 43Q: 3 clusters Score -3898707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70723 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3898707.250000 Penalty: 3639.174805
	Iteration 44F: 3 clusters Score -3898707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Entering Unmasked Estep 
Score: -1488589.375000 Penalty: 1667.046265
	Iteration 0F: 2 clusters Score -1488589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1469334.000000 Penalty: 3334.092529
	Iteration 0F: 3 clusters Score -1469334 nChanged 13145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1476753.750000 Penalty: 3334.092529
	Iteration 1F: 3 clusters Score -1476754 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1477422.375000 Penalty: 3334.092529
	Iteration 2F: 3 clusters Score -1477422 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1478575.125000 Penalty: 3334.092529
	Iteration 3F: 3 clusters Score -1478575 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1480427.875000 Penalty: 3334.092529
	Iteration 4F: 3 clusters Score -1480428 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1482634.375000 Penalty: 3334.092529
	Iteration 5F: 3 clusters Score -1482634 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1484287.875000 Penalty: 3334.092529
	Iteration 6F: 3 clusters Score -1484288 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1485159.875000 Penalty: 3334.092529
	Iteration 7F: 3 clusters Score -1485160 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1485592.250000 Penalty: 3334.092529
	Iteration 8Q: 3 clusters Score -1485592 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1485871.375000 Penalty: 3334.092529
	Iteration 9Q: 3 clusters Score -1485871 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1486108.750000 Penalty: 3334.092529
	Iteration 10Q: 3 clusters Score -1486109 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1486321.875000 Penalty: 3334.092529
	Iteration 11Q: 3 clusters Score -1486322 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1486507.750000 Penalty: 3334.092529
	Iteration 12Q: 3 clusters Score -1486508 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1486648.875000 Penalty: 3334.092529
	Iteration 13Q: 3 clusters Score -1486649 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1486787.375000 Penalty: 3334.092529
	Iteration 14Q: 3 clusters Score -1486787 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1486905.250000 Penalty: 3334.092529
	Iteration 15Q: 3 clusters Score -1486905 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1486990.500000 Penalty: 3334.092529
	Iteration 16Q: 3 clusters Score -1486990 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1487063.000000 Penalty: 3334.092529
	Iteration 17Q: 3 clusters Score -1487063 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1487101.875000 Penalty: 3334.092529
	Iteration 18Q: 3 clusters Score -1487102 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1487144.250000 Penalty: 3334.092529
	Iteration 19Q: 3 clusters Score -1487144 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1487182.000000 Penalty: 3334.092529
	Iteration 20F: 3 clusters Score -1487182 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1487204.750000 Penalty: 3334.092529
	Iteration 21Q: 3 clusters Score -1487205 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1487220.125000 Penalty: 3334.092529
	Iteration 22Q: 3 clusters Score -1487220 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1487234.500000 Penalty: 3334.092529
	Iteration 23Q: 3 clusters Score -1487234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1487248.000000 Penalty: 3334.092529
	Iteration 24Q: 3 clusters Score -1487248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1487256.250000 Penalty: 3334.092529
	Iteration 25Q: 3 clusters Score -1487256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1487261.250000 Penalty: 3334.092529
	Iteration 26Q: 3 clusters Score -1487261 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1487268.000000 Penalty: 3334.092529
	Iteration 27Q: 3 clusters Score -1487268 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1487274.625000 Penalty: 3334.092529
	Iteration 28Q: 3 clusters Score -1487275 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1487282.375000 Penalty: 3334.092529
	Iteration 29Q: 3 clusters Score -1487282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1487293.250000 Penalty: 3334.092529
	Iteration 30Q: 3 clusters Score -1487293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1487300.875000 Penalty: 3334.092529
	Iteration 31Q: 3 clusters Score -1487301 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1487301.125000 Penalty: 3334.092529
	Iteration 32Q: 3 clusters Score -1487301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1487305.000000 Penalty: 3334.092529
	Iteration 33Q: 3 clusters Score -1487305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1487307.750000 Penalty: 3334.092529
	Iteration 34Q: 3 clusters Score -1487308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1487305.750000 Penalty: 3334.092529
	Iteration 35Q: 3 clusters Score -1487306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1487308.875000 Penalty: 3334.092529
	Iteration 36Q: 3 clusters Score -1487309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1487317.875000 Penalty: 3334.092529
	Iteration 37Q: 3 clusters Score -1487318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1487316.125000 Penalty: 3334.092529
	Iteration 38Q: 3 clusters Score -1487316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1487320.750000 Penalty: 3334.092529
	Iteration 39Q: 3 clusters Score -1487321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1487321.125000 Penalty: 3334.092529
	Iteration 40F: 3 clusters Score -1487321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1487320.875000 Penalty: 3334.092529
	Iteration 41Q: 3 clusters Score -1487321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1487321.750000 Penalty: 3334.092529
	Iteration 42Q: 3 clusters Score -1487322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1487321.375000 Penalty: 3334.092529
	Iteration 43Q: 3 clusters Score -1487321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1487321.375000 Penalty: 3334.092529
	Iteration 44Q: 3 clusters Score -1487321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1487322.750000 Penalty: 3334.092529
	Iteration 45Q: 3 clusters Score -1487323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1487321.000000 Penalty: 3334.092529
	Iteration 46Q: 3 clusters Score -1487321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1487321.000000 Penalty: 3334.092529
	Iteration 47Q: 3 clusters Score -1487321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1487324.250000 Penalty: 3334.092529
	Iteration 48Q: 3 clusters Score -1487324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1487323.875000 Penalty: 3334.092529
	Iteration 49Q: 3 clusters Score -1487324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1487324.500000 Penalty: 3334.092529
	Iteration 50Q: 3 clusters Score -1487324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1487322.000000 Penalty: 3334.092529
	Iteration 51Q: 3 clusters Score -1487322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1487324.625000 Penalty: 3334.092529
	Iteration 52Q: 3 clusters Score -1487325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1487324.250000 Penalty: 3334.092529
	Iteration 53Q: 3 clusters Score -1487324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1487327.125000 Penalty: 3334.092529
	Iteration 54Q: 3 clusters Score -1487327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1487326.125000 Penalty: 3334.092529
	Iteration 55Q: 3 clusters Score -1487326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1487326.750000 Penalty: 3334.092529
	Iteration 56Q: 3 clusters Score -1487327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1487326.625000 Penalty: 3334.092529
	Iteration 57Q: 3 clusters Score -1487327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1487326.625000 Penalty: 3334.092529
	Iteration 58Q: 3 clusters Score -1487327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1487328.750000 Penalty: 3334.092529
	Iteration 59Q: 3 clusters Score -1487329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1487328.875000 Penalty: 3334.092529
	Iteration 60F: 3 clusters Score -1487329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1487327.375000 Penalty: 3334.092529
	Iteration 61Q: 3 clusters Score -1487327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1487327.875000 Penalty: 3334.092529
	Iteration 62Q: 3 clusters Score -1487328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1487328.625000 Penalty: 3334.092529
	Iteration 63Q: 3 clusters Score -1487329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1487330.875000 Penalty: 3334.092529
	Iteration 64Q: 3 clusters Score -1487331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1487331.750000 Penalty: 3334.092529
	Iteration 65Q: 3 clusters Score -1487332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1487331.500000 Penalty: 3334.092529
	Iteration 66Q: 3 clusters Score -1487332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1487331.500000 Penalty: 3334.092529
	Iteration 67F: 3 clusters Score -1487332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (89151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89151 members 
Entering Unmasked Estep 
Score: -4737187.500000 Penalty: 1852.189087
	Iteration 0F: 2 clusters Score -4737188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -4677198.500000 Penalty: 3704.378174
	Iteration 0F: 3 clusters Score -4677198 nChanged 42771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -4702499.500000 Penalty: 3704.378174
	Iteration 1F: 3 clusters Score -4702500 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -4703823.000000 Penalty: 3704.378174
	Iteration 2Q: 3 clusters Score -4703823 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -4705808.500000 Penalty: 3704.378174
	Iteration 3Q: 3 clusters Score -4705808 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -4708642.500000 Penalty: 3704.378174
	Iteration 4F: 3 clusters Score -4708642 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -4712407.500000 Penalty: 3704.378174
	Iteration 5F: 3 clusters Score -4712408 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -4716873.500000 Penalty: 3704.378174
	Iteration 6F: 3 clusters Score -4716874 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -4721236.500000 Penalty: 3704.378174
	Iteration 7F: 3 clusters Score -4721236 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -4724463.000000 Penalty: 3704.378174
	Iteration 8F: 3 clusters Score -4724463 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -4726359.000000 Penalty: 3704.378174
	Iteration 9Q: 3 clusters Score -4726359 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -4727576.500000 Penalty: 3704.378174
	Iteration 10Q: 3 clusters Score -4727576 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
Score: -4728299.000000 Penalty: 3704.378174
	Iteration 11Q: 3 clusters Score -4728299 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -4728771.000000 Penalty: 3704.378174
	Iteration 12Q: 3 clusters Score -4728771 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -4729173.000000 Penalty: 3704.378174
	Iteration 13Q: 3 clusters Score -4729173 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 52657 members 
Entering Unmasked Estep 
Score: -4729456.000000 Penalty: 3704.378174
	Iteration 14Q: 3 clusters Score -4729456 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 53737 members 
Entering Unmasked Estep 
Score: -4729730.000000 Penalty: 3704.378174
	Iteration 15Q: 3 clusters Score -4729730 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 54750 members 
Entering Unmasked Estep 
Score: -4729961.500000 Penalty: 3704.378174
	Iteration 16Q: 3 clusters Score -4729962 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 55738 members 
Entering Unmasked Estep 
Score: -4730163.000000 Penalty: 3704.378174
	Iteration 17Q: 3 clusters Score -4730163 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 56709 members 
Entering Unmasked Estep 
Score: -4730346.000000 Penalty: 3704.378174
	Iteration 18Q: 3 clusters Score -4730346 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 57679 members 
Entering Unmasked Estep 
Score: -4730546.000000 Penalty: 3704.378174
	Iteration 19Q: 3 clusters Score -4730546 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -4730740.000000 Penalty: 3704.378174
	Iteration 20F: 3 clusters Score -4730740 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 59646 members 
Entering Unmasked Estep 
Score: -4730958.000000 Penalty: 3704.378174
	Iteration 21Q: 3 clusters Score -4730958 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 60630 members 
Entering Unmasked Estep 
Score: -4731166.000000 Penalty: 3704.378174
	Iteration 22Q: 3 clusters Score -4731166 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 61638 members 
Entering Unmasked Estep 
Score: -4731367.000000 Penalty: 3704.378174
	Iteration 23Q: 3 clusters Score -4731367 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 62643 members 
Entering Unmasked Estep 
Score: -4731563.000000 Penalty: 3704.378174
	Iteration 24Q: 3 clusters Score -4731563 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 63666 members 
Entering Unmasked Estep 
Score: -4731779.000000 Penalty: 3704.378174
	Iteration 25Q: 3 clusters Score -4731779 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 64653 members 
Entering Unmasked Estep 
Score: -4731971.500000 Penalty: 3704.378174
	Iteration 26Q: 3 clusters Score -4731972 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 65596 members 
Entering Unmasked Estep 
Score: -4732177.500000 Penalty: 3704.378174
	Iteration 27Q: 3 clusters Score -4732178 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 66540 members 
Entering Unmasked Estep 
Score: -4732395.500000 Penalty: 3704.378174
	Iteration 28Q: 3 clusters Score -4732396 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 67442 members 
Entering Unmasked Estep 
Score: -4732597.500000 Penalty: 3704.378174
	Iteration 29Q: 3 clusters Score -4732598 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 68279 members 
Entering Unmasked Estep 
Score: -4732733.500000 Penalty: 3704.378174
	Iteration 30Q: 3 clusters Score -4732734 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 69110 members 
Entering Unmasked Estep 
Score: -4732907.000000 Penalty: 3704.378174
	Iteration 31Q: 3 clusters Score -4732907 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 69917 members 
Entering Unmasked Estep 
Score: -4733066.000000 Penalty: 3704.378174
	Iteration 32Q: 3 clusters Score -4733066 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 70740 members 
Entering Unmasked Estep 
Score: -4733245.500000 Penalty: 3704.378174
	Iteration 33Q: 3 clusters Score -4733246 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 71536 members 
Entering Unmasked Estep 
Score: -4733407.000000 Penalty: 3704.378174
	Iteration 34Q: 3 clusters Score -4733407 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 72332 members 
Entering Unmasked Estep 
Score: -4733609.000000 Penalty: 3704.378174
	Iteration 35Q: 3 clusters Score -4733609 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 73104 members 
Entering Unmasked Estep 
Score: -4733761.500000 Penalty: 3704.378174
	Iteration 36Q: 3 clusters Score -4733762 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 73855 members 
Entering Unmasked Estep 
Score: -4733912.500000 Penalty: 3704.378174
	Iteration 37Q: 3 clusters Score -4733912 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 74634 members 
Entering Unmasked Estep 
Score: -4734028.000000 Penalty: 3704.378174
	Iteration 38Q: 3 clusters Score -4734028 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 75377 members 
Entering Unmasked Estep 
Score: -4734193.500000 Penalty: 3704.378174
	Iteration 39Q: 3 clusters Score -4734194 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 76080 members 
Entering Unmasked Estep 
Score: -4734410.500000 Penalty: 3704.378174
	Iteration 40F: 3 clusters Score -4734410 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 76713 members 
Entering Unmasked Estep 
Score: -4734520.000000 Penalty: 3704.378174
	Iteration 41Q: 3 clusters Score -4734520 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 77311 members 
Entering Unmasked Estep 
Score: -4734597.000000 Penalty: 3704.378174
	Iteration 42Q: 3 clusters Score -4734597 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 77871 members 
Entering Unmasked Estep 
Score: -4734769.500000 Penalty: 3704.378174
	Iteration 43Q: 3 clusters Score -4734770 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 78353 members 
Entering Unmasked Estep 
Score: -4734861.500000 Penalty: 3704.378174
	Iteration 44Q: 3 clusters Score -4734862 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 78811 members 
Entering Unmasked Estep 
Score: -4734923.000000 Penalty: 3704.378174
	Iteration 45Q: 3 clusters Score -4734923 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 79248 members 
Entering Unmasked Estep 
Score: -4735015.000000 Penalty: 3704.378174
	Iteration 46Q: 3 clusters Score -4735015 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 79680 members 
Entering Unmasked Estep 
Score: -4735069.500000 Penalty: 3704.378174
	Iteration 47Q: 3 clusters Score -4735070 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 80097 members 
Entering Unmasked Estep 
Score: -4735123.500000 Penalty: 3704.378174
	Iteration 48Q: 3 clusters Score -4735124 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 80504 members 
Entering Unmasked Estep 
Score: -4735166.000000 Penalty: 3704.378174
	Iteration 49Q: 3 clusters Score -4735166 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 80871 members 
Entering Unmasked Estep 
Score: -4735235.500000 Penalty: 3704.378174
	Iteration 50Q: 3 clusters Score -4735236 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 81268 members 
Entering Unmasked Estep 
Score: -4735297.000000 Penalty: 3704.378174
	Iteration 51Q: 3 clusters Score -4735297 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 81649 members 
Entering Unmasked Estep 
Score: -4735377.000000 Penalty: 3704.378174
	Iteration 52Q: 3 clusters Score -4735377 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 82010 members 
Entering Unmasked Estep 
Score: -4735456.000000 Penalty: 3704.378174
	Iteration 53Q: 3 clusters Score -4735456 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 82334 members 
Entering Unmasked Estep 
Score: -4735522.000000 Penalty: 3704.378174
	Iteration 54Q: 3 clusters Score -4735522 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 82651 members 
Entering Unmasked Estep 
Score: -4735600.500000 Penalty: 3704.378174
	Iteration 55Q: 3 clusters Score -4735600 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 82962 members 
Entering Unmasked Estep 
Score: -4735666.500000 Penalty: 3704.378174
	Iteration 56Q: 3 clusters Score -4735666 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 83236 members 
Entering Unmasked Estep 
Score: -4735713.500000 Penalty: 3704.378174
	Iteration 57Q: 3 clusters Score -4735714 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 83483 members 
Entering Unmasked Estep 
Score: -4735773.000000 Penalty: 3704.378174
	Iteration 58Q: 3 clusters Score -4735773 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 83711 members 
Entering Unmasked Estep 
Score: -4735841.500000 Penalty: 3704.378174
	Iteration 59Q: 3 clusters Score -4735842 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 83925 members 
Entering Unmasked Estep 
Score: -4735887.000000 Penalty: 3704.378174
	Iteration 60F: 3 clusters Score -4735887 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 84119 members 
Entering Unmasked Estep 
Score: -4735905.000000 Penalty: 3704.378174
	Iteration 61Q: 3 clusters Score -4735905 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 84302 members 
Entering Unmasked Estep 
Score: -4735958.000000 Penalty: 3704.378174
	Iteration 62Q: 3 clusters Score -4735958 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 84467 members 
Entering Unmasked Estep 
Score: -4735980.000000 Penalty: 3704.378174
	Iteration 63Q: 3 clusters Score -4735980 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 84612 members 
Entering Unmasked Estep 
Score: -4736016.500000 Penalty: 3704.378174
	Iteration 64Q: 3 clusters Score -4736016 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 84740 members 
Entering Unmasked Estep 
Score: -4736038.000000 Penalty: 3704.378174
	Iteration 65Q: 3 clusters Score -4736038 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 84858 members 
Entering Unmasked Estep 
Score: -4736067.500000 Penalty: 3704.378174
	Iteration 66Q: 3 clusters Score -4736068 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 84971 members 
Entering Unmasked Estep 
Score: -4736092.000000 Penalty: 3704.378174
	Iteration 67Q: 3 clusters Score -4736092 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 85084 members 
Entering Unmasked Estep 
Score: -4736135.500000 Penalty: 3704.378174
	Iteration 68Q: 3 clusters Score -4736136 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 85194 members 
Entering Unmasked Estep 
Score: -4736162.500000 Penalty: 3704.378174
	Iteration 69Q: 3 clusters Score -4736162 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 85305 members 
Entering Unmasked Estep 
Score: -4736171.500000 Penalty: 3704.378174
	Iteration 70Q: 3 clusters Score -4736172 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 85390 members 
Entering Unmasked Estep 
Score: -4736181.500000 Penalty: 3704.378174
	Iteration 71Q: 3 clusters Score -4736182 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 85470 members 
Entering Unmasked Estep 
Score: -4736209.500000 Penalty: 3704.378174
	Iteration 72Q: 3 clusters Score -4736210 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 85550 members 
Entering Unmasked Estep 
Score: -4736224.000000 Penalty: 3704.378174
	Iteration 73Q: 3 clusters Score -4736224 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 85622 members 
Entering Unmasked Estep 
Score: -4736218.500000 Penalty: 3704.378174
	Iteration 74Q: 3 clusters Score -4736218 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 85680 members 
Entering Unmasked Estep 
Score: -4736226.000000 Penalty: 3704.378174
	Iteration 75Q: 3 clusters Score -4736226 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 85743 members 
Entering Unmasked Estep 
Score: -4736252.500000 Penalty: 3704.378174
	Iteration 76Q: 3 clusters Score -4736252 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 85805 members 
Entering Unmasked Estep 
Score: -4736278.000000 Penalty: 3704.378174
	Iteration 77Q: 3 clusters Score -4736278 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 85857 members 
Entering Unmasked Estep 
Score: -4736284.000000 Penalty: 3704.378174
	Iteration 78Q: 3 clusters Score -4736284 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 85897 members 
Entering Unmasked Estep 
Score: -4736296.500000 Penalty: 3704.378174
	Iteration 79Q: 3 clusters Score -4736296 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 85939 members 
Entering Unmasked Estep 
Score: -4736308.500000 Penalty: 3704.378174
	Iteration 80F: 3 clusters Score -4736308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 85969 members 
Entering Unmasked Estep 
Score: -4736302.000000 Penalty: 3704.378174
	Iteration 81Q: 3 clusters Score -4736302 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 86003 members 
Entering Unmasked Estep 
Score: -4736291.000000 Penalty: 3704.378174
	Iteration 82Q: 3 clusters Score -4736291 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 86027 members 
Entering Unmasked Estep 
Score: -4736325.500000 Penalty: 3704.378174
	Iteration 83Q: 3 clusters Score -4736326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 86045 members 
Entering Unmasked Estep 
Score: -4736313.500000 Penalty: 3704.378174
	Iteration 84Q: 3 clusters Score -4736314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 86073 members 
Entering Unmasked Estep 
Score: -4736315.000000 Penalty: 3704.378174
	Iteration 85Q: 3 clusters Score -4736315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 86097 members 
Entering Unmasked Estep 
Score: -4736318.000000 Penalty: 3704.378174
	Iteration 86Q: 3 clusters Score -4736318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 86128 members 
Entering Unmasked Estep 
Score: -4736328.500000 Penalty: 3704.378174
	Iteration 87Q: 3 clusters Score -4736328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 86156 members 
Entering Unmasked Estep 
Score: -4736329.500000 Penalty: 3704.378174
	Iteration 88Q: 3 clusters Score -4736330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 86175 members 
Entering Unmasked Estep 
Score: -4736335.500000 Penalty: 3704.378174
	Iteration 89Q: 3 clusters Score -4736336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 86189 members 
Entering Unmasked Estep 
Score: -4736346.500000 Penalty: 3704.378174
	Iteration 90Q: 3 clusters Score -4736346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 86204 members 
Entering Unmasked Estep 
Score: -4736345.500000 Penalty: 3704.378174
	Iteration 91Q: 3 clusters Score -4736346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 86223 members 
Entering Unmasked Estep 
Score: -4736349.000000 Penalty: 3704.378174
	Iteration 92Q: 3 clusters Score -4736349 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 86246 members 
Entering Unmasked Estep 
Score: -4736356.000000 Penalty: 3704.378174
	Iteration 93Q: 3 clusters Score -4736356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 86260 members 
Entering Unmasked Estep 
Score: -4736344.500000 Penalty: 3704.378174
	Iteration 94Q: 3 clusters Score -4736344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 86277 members 
Entering Unmasked Estep 
Score: -4736356.000000 Penalty: 3704.378174
	Iteration 95Q: 3 clusters Score -4736356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 86300 members 
Entering Unmasked Estep 
Score: -4736355.500000 Penalty: 3704.378174
	Iteration 96Q: 3 clusters Score -4736356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 86321 members 
Entering Unmasked Estep 
Score: -4736359.500000 Penalty: 3704.378174
	Iteration 97Q: 3 clusters Score -4736360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 86329 members 
Entering Unmasked Estep 
Score: -4736360.500000 Penalty: 3704.378174
	Iteration 98Q: 3 clusters Score -4736360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 86349 members 
Entering Unmasked Estep 
Score: -4736364.000000 Penalty: 3704.378174
	Iteration 99Q: 3 clusters Score -4736364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 86369 members 
Entering Unmasked Estep 
Score: -4736361.000000 Penalty: 3704.378174
	Iteration 100F: 3 clusters Score -4736361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 86377 members 
Entering Unmasked Estep 
Score: -4736363.000000 Penalty: 3704.378174
	Iteration 101Q: 3 clusters Score -4736363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 86382 members 
Entering Unmasked Estep 
Score: -4736361.000000 Penalty: 3704.378174
	Iteration 102Q: 3 clusters Score -4736361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 86384 members 
Entering Unmasked Estep 
Score: -4736363.500000 Penalty: 3704.378174
	Iteration 103Q: 3 clusters Score -4736364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 86390 members 
Entering Unmasked Estep 
Score: -4736359.500000 Penalty: 3704.378174
	Iteration 104Q: 3 clusters Score -4736360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 86395 members 
Entering Unmasked Estep 
Score: -4736363.000000 Penalty: 3704.378174
	Iteration 105Q: 3 clusters Score -4736363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 86402 members 
Entering Unmasked Estep 
Score: -4736363.000000 Penalty: 3704.378174
	Iteration 106Q: 3 clusters Score -4736363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 86409 members 
Entering Unmasked Estep 
Score: -4736364.500000 Penalty: 3704.378174
	Iteration 107Q: 3 clusters Score -4736364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 86416 members 
Entering Unmasked Estep 
Score: -4736366.000000 Penalty: 3704.378174
	Iteration 108Q: 3 clusters Score -4736366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 86419 members 
Entering Unmasked Estep 
Score: -4736362.500000 Penalty: 3704.378174
	Iteration 109Q: 3 clusters Score -4736362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 86421 members 
Entering Unmasked Estep 
Score: -4736362.000000 Penalty: 3704.378174
	Iteration 110Q: 3 clusters Score -4736362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 86425 members 
Entering Unmasked Estep 
Score: -4736361.000000 Penalty: 3704.378174
	Iteration 111Q: 3 clusters Score -4736361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 86427 members 
Entering Unmasked Estep 
Score: -4736360.000000 Penalty: 3704.378174
	Iteration 112Q: 3 clusters Score -4736360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 86428 members 
Entering Unmasked Estep 
Score: -4736355.500000 Penalty: 3704.378174
	Iteration 113Q: 3 clusters Score -4736356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 86430 members 
Entering Unmasked Estep 
Score: -4736356.500000 Penalty: 3704.378174
	Iteration 114Q: 3 clusters Score -4736356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 86432 members 
Entering Unmasked Estep 
Score: -4736355.500000 Penalty: 3704.378174
	Iteration 115Q: 3 clusters Score -4736356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 86434 members 
Entering Unmasked Estep 
Score: -4736357.500000 Penalty: 3704.378174
	Iteration 116Q: 3 clusters Score -4736358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 86434 members 
Entering Unmasked Estep 
Score: -4736358.500000 Penalty: 3704.378174
	Iteration 117Q: 3 clusters Score -4736358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 86434 members 
Entering Unmasked Estep 
Score: -4736360.500000 Penalty: 3704.378174
	Iteration 118Q: 3 clusters Score -4736360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 86435 members 
Entering Unmasked Estep 
Score: -4736362.500000 Penalty: 3704.378174
	Iteration 119Q: 3 clusters Score -4736362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 86439 members 
Entering Unmasked Estep 
Score: -4736358.500000 Penalty: 3704.378174
	Iteration 120F: 3 clusters Score -4736358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 86441 members 
Entering Unmasked Estep 
Score: -4736362.500000 Penalty: 3704.378174
	Iteration 121Q: 3 clusters Score -4736362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 86445 members 
Entering Unmasked Estep 
Score: -4736366.000000 Penalty: 3704.378174
	Iteration 122Q: 3 clusters Score -4736366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 86452 members 
Entering Unmasked Estep 
Score: -4736362.000000 Penalty: 3704.378174
	Iteration 123Q: 3 clusters Score -4736362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 86459 members 
Entering Unmasked Estep 
Score: -4736361.000000 Penalty: 3704.378174
	Iteration 124Q: 3 clusters Score -4736361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 86470 members 
Entering Unmasked Estep 
Score: -4736360.000000 Penalty: 3704.378174
	Iteration 125Q: 3 clusters Score -4736360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 86478 members 
Entering Unmasked Estep 
Score: -4736365.000000 Penalty: 3704.378174
	Iteration 126Q: 3 clusters Score -4736365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 86479 members 
Entering Unmasked Estep 
Score: -4736366.000000 Penalty: 3704.378174
	Iteration 127Q: 3 clusters Score -4736366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 86478 members 
Entering Unmasked Estep 
Score: -4736364.000000 Penalty: 3704.378174
	Iteration 128Q: 3 clusters Score -4736364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 86482 members 
Entering Unmasked Estep 
Score: -4736363.500000 Penalty: 3704.378174
	Iteration 129Q: 3 clusters Score -4736364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 86484 members 
Entering Unmasked Estep 
Score: -4736363.500000 Penalty: 3704.378174
	Iteration 130Q: 3 clusters Score -4736364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 86485 members 
Entering Unmasked Estep 
Score: -4736368.500000 Penalty: 3704.378174
	Iteration 131Q: 3 clusters Score -4736368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 86486 members 
Entering Unmasked Estep 
Score: -4736371.500000 Penalty: 3704.378174
	Iteration 132Q: 3 clusters Score -4736372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 86487 members 
Entering Unmasked Estep 
Score: -4736366.000000 Penalty: 3704.378174
	Iteration 133Q: 3 clusters Score -4736366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 86488 members 
Entering Unmasked Estep 
Score: -4736364.500000 Penalty: 3704.378174
	Iteration 134Q: 3 clusters Score -4736364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 86490 members 
Entering Unmasked Estep 
Score: -4736363.500000 Penalty: 3704.378174
	Iteration 135Q: 3 clusters Score -4736364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 86493 members 
Entering Unmasked Estep 
Score: -4736366.500000 Penalty: 3704.378174
	Iteration 136Q: 3 clusters Score -4736366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 86496 members 
Entering Unmasked Estep 
Score: -4736368.500000 Penalty: 3704.378174
	Iteration 137Q: 3 clusters Score -4736368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 86494 members 
Entering Unmasked Estep 
Score: -4736368.500000 Penalty: 3704.378174
	Iteration 138Q: 3 clusters Score -4736368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 86498 members 
Entering Unmasked Estep 
Score: -4736367.000000 Penalty: 3704.378174
	Iteration 139Q: 3 clusters Score -4736367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 86500 members 
Entering Unmasked Estep 
Score: -4736363.000000 Penalty: 3704.378174
	Iteration 140F: 3 clusters Score -4736363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 86501 members 
Entering Unmasked Estep 
Score: -4736360.000000 Penalty: 3704.378174
	Iteration 141Q: 3 clusters Score -4736360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 86502 members 
Entering Unmasked Estep 
Score: -4736357.000000 Penalty: 3704.378174
	Iteration 142Q: 3 clusters Score -4736357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 86503 members 
Entering Unmasked Estep 
Score: -4736361.500000 Penalty: 3704.378174
	Iteration 143Q: 3 clusters Score -4736362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 86505 members 
Entering Unmasked Estep 
Score: -4736365.500000 Penalty: 3704.378174
	Iteration 144Q: 3 clusters Score -4736366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 86506 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4736364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 86506 members 
Entering Unmasked Estep 
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	Iteration 146F: 3 clusters Score -4736364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7455 members 
Entering Unmasked Estep 
Score: -400784.656250 Penalty: 1448.954102
	Iteration 0F: 2 clusters Score -400784.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -395304.093750 Penalty: 2897.908203
	Iteration 0F: 3 clusters Score -395304.1 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -396937.406250 Penalty: 2897.908203
	Iteration 1F: 3 clusters Score -396937.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -397144.406250 Penalty: 2897.908203
	Iteration 2F: 3 clusters Score -397144.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -397316.031250 Penalty: 2897.908203
	Iteration 3Q: 3 clusters Score -397316 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -397436.625000 Penalty: 2897.908203
	Iteration 4Q: 3 clusters Score -397436.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -397539.000000 Penalty: 2897.908203
	Iteration 5Q: 3 clusters Score -397539 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -397618.843750 Penalty: 2897.908203
	Iteration 6Q: 3 clusters Score -397618.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -397681.375000 Penalty: 2897.908203
	Iteration 7Q: 3 clusters Score -397681.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -397732.281250 Penalty: 2897.908203
	Iteration 8Q: 3 clusters Score -397732.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -397782.968750 Penalty: 2897.908203
	Iteration 9Q: 3 clusters Score -397783 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -397835.312500 Penalty: 2897.908203
	Iteration 10Q: 3 clusters Score -397835.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -397892.468750 Penalty: 2897.908203
	Iteration 11Q: 3 clusters Score -397892.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -397942.875000 Penalty: 2897.908203
	Iteration 12Q: 3 clusters Score -397942.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -397991.843750 Penalty: 2897.908203
	Iteration 13Q: 3 clusters Score -397991.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -398038.750000 Penalty: 2897.908203
	Iteration 14Q: 3 clusters Score -398038.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -398074.406250 Penalty: 2897.908203
	Iteration 15Q: 3 clusters Score -398074.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -398112.625000 Penalty: 2897.908203
	Iteration 16Q: 3 clusters Score -398112.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -398157.000000 Penalty: 2897.908203
	Iteration 17Q: 3 clusters Score -398157 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -398211.593750 Penalty: 2897.908203
	Iteration 18Q: 3 clusters Score -398211.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -398271.531250 Penalty: 2897.908203
	Iteration 19Q: 3 clusters Score -398271.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -398349.843750 Penalty: 2897.908203
	Iteration 20F: 3 clusters Score -398349.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -398433.250000 Penalty: 2897.908203
	Iteration 21Q: 3 clusters Score -398433.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -398512.343750 Penalty: 2897.908203
	Iteration 22Q: 3 clusters Score -398512.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -398585.875000 Penalty: 2897.908203
	Iteration 23Q: 3 clusters Score -398585.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -398661.687500 Penalty: 2897.908203
	Iteration 24Q: 3 clusters Score -398661.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -398758.375000 Penalty: 2897.908203
	Iteration 25Q: 3 clusters Score -398758.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -398855.187500 Penalty: 2897.908203
	Iteration 26Q: 3 clusters Score -398855.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -398939.656250 Penalty: 2897.908203
	Iteration 27Q: 3 clusters Score -398939.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -399015.625000 Penalty: 2897.908203
	Iteration 28Q: 3 clusters Score -399015.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -399083.468750 Penalty: 2897.908203
	Iteration 29Q: 3 clusters Score -399083.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -399149.031250 Penalty: 2897.908203
	Iteration 30Q: 3 clusters Score -399149 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -399197.875000 Penalty: 2897.908203
	Iteration 31Q: 3 clusters Score -399197.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -399251.218750 Penalty: 2897.908203
	Iteration 32Q: 3 clusters Score -399251.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -399305.625000 Penalty: 2897.908203
	Iteration 33Q: 3 clusters Score -399305.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -399346.437500 Penalty: 2897.908203
	Iteration 34Q: 3 clusters Score -399346.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -399375.625000 Penalty: 2897.908203
	Iteration 35Q: 3 clusters Score -399375.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -399408.093750 Penalty: 2897.908203
	Iteration 36Q: 3 clusters Score -399408.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -399435.031250 Penalty: 2897.908203
	Iteration 37Q: 3 clusters Score -399435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -399454.718750 Penalty: 2897.908203
	Iteration 38Q: 3 clusters Score -399454.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -399472.781250 Penalty: 2897.908203
	Iteration 39Q: 3 clusters Score -399472.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -399487.250000 Penalty: 2897.908203
	Iteration 40F: 3 clusters Score -399487.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -399496.718750 Penalty: 2897.908203
	Iteration 41Q: 3 clusters Score -399496.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -399503.437500 Penalty: 2897.908203
	Iteration 42Q: 3 clusters Score -399503.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -399509.718750 Penalty: 2897.908203
	Iteration 43Q: 3 clusters Score -399509.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -399514.875000 Penalty: 2897.908203
	Iteration 44Q: 3 clusters Score -399514.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -399518.156250 Penalty: 2897.908203
	Iteration 45Q: 3 clusters Score -399518.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -399523.156250 Penalty: 2897.908203
	Iteration 46Q: 3 clusters Score -399523.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -399525.218750 Penalty: 2897.908203
	Iteration 47Q: 3 clusters Score -399525.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -399528.250000 Penalty: 2897.908203
	Iteration 48Q: 3 clusters Score -399528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -399529.250000 Penalty: 2897.908203
	Iteration 49Q: 3 clusters Score -399529.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -399533.156250 Penalty: 2897.908203
	Iteration 50Q: 3 clusters Score -399533.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -399536.656250 Penalty: 2897.908203
	Iteration 51Q: 3 clusters Score -399536.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -399539.531250 Penalty: 2897.908203
	Iteration 52Q: 3 clusters Score -399539.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -399544.968750 Penalty: 2897.908203
	Iteration 53Q: 3 clusters Score -399545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -399547.625000 Penalty: 2897.908203
	Iteration 54Q: 3 clusters Score -399547.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -399549.562500 Penalty: 2897.908203
	Iteration 55Q: 3 clusters Score -399549.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -399550.187500 Penalty: 2897.908203
	Iteration 56Q: 3 clusters Score -399550.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -399551.093750 Penalty: 2897.908203
	Iteration 57Q: 3 clusters Score -399551.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -399553.343750 Penalty: 2897.908203
	Iteration 58Q: 3 clusters Score -399553.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -399555.250000 Penalty: 2897.908203
	Iteration 59Q: 3 clusters Score -399555.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -399555.250000 Penalty: 2897.908203
	Iteration 60F: 3 clusters Score -399555.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Entering Unmasked Estep 
Score: -170670.562500 Penalty: 1318.285767
	Iteration 0F: 2 clusters Score -170670.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -167757.296875 Penalty: 2636.571533
	Iteration 0F: 3 clusters Score -167757.3 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -168502.687500 Penalty: 2636.571533
	Iteration 1F: 3 clusters Score -168502.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -168646.875000 Penalty: 2636.571533
	Iteration 2F: 3 clusters Score -168646.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -168759.781250 Penalty: 2636.571533
	Iteration 3Q: 3 clusters Score -168759.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -168871.062500 Penalty: 2636.571533
	Iteration 4F: 3 clusters Score -168871.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -168983.500000 Penalty: 2636.571533
	Iteration 5Q: 3 clusters Score -168983.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -169103.203125 Penalty: 2636.571533
	Iteration 6Q: 3 clusters Score -169103.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -169248.484375 Penalty: 2636.571533
	Iteration 7F: 3 clusters Score -169248.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -169364.562500 Penalty: 2636.571533
	Iteration 8Q: 3 clusters Score -169364.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -169469.718750 Penalty: 2636.571533
	Iteration 9Q: 3 clusters Score -169469.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -169545.828125 Penalty: 2636.571533
	Iteration 10Q: 3 clusters Score -169545.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -169598.828125 Penalty: 2636.571533
	Iteration 11Q: 3 clusters Score -169598.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -169644.546875 Penalty: 2636.571533
	Iteration 12Q: 3 clusters Score -169644.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -169674.671875 Penalty: 2636.571533
	Iteration 13Q: 3 clusters Score -169674.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -169701.640625 Penalty: 2636.571533
	Iteration 14Q: 3 clusters Score -169701.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -169720.062500 Penalty: 2636.571533
	Iteration 15Q: 3 clusters Score -169720.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -169736.390625 Penalty: 2636.571533
	Iteration 16Q: 3 clusters Score -169736.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -169749.750000 Penalty: 2636.571533
	Iteration 17Q: 3 clusters Score -169749.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -169757.359375 Penalty: 2636.571533
	Iteration 18Q: 3 clusters Score -169757.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -169761.546875 Penalty: 2636.571533
	Iteration 19Q: 3 clusters Score -169761.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -169764.218750 Penalty: 2636.571533
	Iteration 20F: 3 clusters Score -169764.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -169766.218750 Penalty: 2636.571533
	Iteration 21Q: 3 clusters Score -169766.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -169766.812500 Penalty: 2636.571533
	Iteration 22Q: 3 clusters Score -169766.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -169769.093750 Penalty: 2636.571533
	Iteration 23Q: 3 clusters Score -169769.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -169769.062500 Penalty: 2636.571533
	Iteration 24Q: 3 clusters Score -169769.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -169769.328125 Penalty: 2636.571533
	Iteration 25Q: 3 clusters Score -169769.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -169769.828125 Penalty: 2636.571533
	Iteration 26Q: 3 clusters Score -169769.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -169769.828125 Penalty: 2636.571533
	Iteration 27F: 3 clusters Score -169769.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Entering Unmasked Estep 
Score: -788200.750000 Penalty: 1556.835083
	Iteration 0F: 2 clusters Score -788200.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -778199.375000 Penalty: 3113.670166
	Iteration 0F: 3 clusters Score -778199.4 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -781684.125000 Penalty: 3113.670166
	Iteration 1F: 3 clusters Score -781684.1 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -782063.312500 Penalty: 3113.670166
	Iteration 2F: 3 clusters Score -782063.3 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -782393.250000 Penalty: 3113.670166
	Iteration 3F: 3 clusters Score -782393.2 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -782697.375000 Penalty: 3113.670166
	Iteration 4Q: 3 clusters Score -782697.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -782963.125000 Penalty: 3113.670166
	Iteration 5Q: 3 clusters Score -782963.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -783230.812500 Penalty: 3113.670166
	Iteration 6Q: 3 clusters Score -783230.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -783472.187500 Penalty: 3113.670166
	Iteration 7Q: 3 clusters Score -783472.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -783718.312500 Penalty: 3113.670166
	Iteration 8Q: 3 clusters Score -783718.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -783967.312500 Penalty: 3113.670166
	Iteration 9Q: 3 clusters Score -783967.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -784214.500000 Penalty: 3113.670166
	Iteration 10Q: 3 clusters Score -784214.5 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -784459.500000 Penalty: 3113.670166
	Iteration 11Q: 3 clusters Score -784459.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -784701.062500 Penalty: 3113.670166
	Iteration 12Q: 3 clusters Score -784701.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -784888.812500 Penalty: 3113.670166
	Iteration 13Q: 3 clusters Score -784888.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -785009.500000 Penalty: 3113.670166
	Iteration 14Q: 3 clusters Score -785009.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -785087.250000 Penalty: 3113.670166
	Iteration 15Q: 3 clusters Score -785087.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -785141.625000 Penalty: 3113.670166
	Iteration 16Q: 3 clusters Score -785141.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -785184.937500 Penalty: 3113.670166
	Iteration 17Q: 3 clusters Score -785184.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -785216.375000 Penalty: 3113.670166
	Iteration 18Q: 3 clusters Score -785216.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -785250.125000 Penalty: 3113.670166
	Iteration 19Q: 3 clusters Score -785250.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -785284.375000 Penalty: 3113.670166
	Iteration 20F: 3 clusters Score -785284.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -785310.187500 Penalty: 3113.670166
	Iteration 21Q: 3 clusters Score -785310.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -785342.500000 Penalty: 3113.670166
	Iteration 22Q: 3 clusters Score -785342.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -785370.750000 Penalty: 3113.670166
	Iteration 23Q: 3 clusters Score -785370.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -785397.437500 Penalty: 3113.670166
	Iteration 24Q: 3 clusters Score -785397.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -785416.750000 Penalty: 3113.670166
	Iteration 25Q: 3 clusters Score -785416.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -785437.500000 Penalty: 3113.670166
	Iteration 26Q: 3 clusters Score -785437.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -785458.562500 Penalty: 3113.670166
	Iteration 27Q: 3 clusters Score -785458.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -785476.125000 Penalty: 3113.670166
	Iteration 28Q: 3 clusters Score -785476.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -785483.687500 Penalty: 3113.670166
	Iteration 29Q: 3 clusters Score -785483.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -785492.250000 Penalty: 3113.670166
	Iteration 30Q: 3 clusters Score -785492.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -785502.562500 Penalty: 3113.670166
	Iteration 31Q: 3 clusters Score -785502.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -785506.625000 Penalty: 3113.670166
	Iteration 32Q: 3 clusters Score -785506.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -785512.937500 Penalty: 3113.670166
	Iteration 33Q: 3 clusters Score -785512.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -785519.125000 Penalty: 3113.670166
	Iteration 34Q: 3 clusters Score -785519.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -785526.812500 Penalty: 3113.670166
	Iteration 35Q: 3 clusters Score -785526.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -785531.562500 Penalty: 3113.670166
	Iteration 36Q: 3 clusters Score -785531.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -785533.437500 Penalty: 3113.670166
	Iteration 37Q: 3 clusters Score -785533.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -785534.187500 Penalty: 3113.670166
	Iteration 38Q: 3 clusters Score -785534.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -785538.250000 Penalty: 3113.670166
	Iteration 39Q: 3 clusters Score -785538.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -785543.125000 Penalty: 3113.670166
	Iteration 40F: 3 clusters Score -785543.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -785545.812500 Penalty: 3113.670166
	Iteration 41Q: 3 clusters Score -785545.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -785550.062500 Penalty: 3113.670166
	Iteration 42Q: 3 clusters Score -785550.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -785556.625000 Penalty: 3113.670166
	Iteration 43Q: 3 clusters Score -785556.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -785562.875000 Penalty: 3113.670166
	Iteration 44Q: 3 clusters Score -785562.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -785563.687500 Penalty: 3113.670166
	Iteration 45Q: 3 clusters Score -785563.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -785573.375000 Penalty: 3113.670166
	Iteration 46Q: 3 clusters Score -785573.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -785575.375000 Penalty: 3113.670166
	Iteration 47Q: 3 clusters Score -785575.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -785579.500000 Penalty: 3113.670166
	Iteration 48Q: 3 clusters Score -785579.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -785583.125000 Penalty: 3113.670166
	Iteration 49Q: 3 clusters Score -785583.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -785585.125000 Penalty: 3113.670166
	Iteration 50Q: 3 clusters Score -785585.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -785588.562500 Penalty: 3113.670166
	Iteration 51Q: 3 clusters Score -785588.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -785596.312500 Penalty: 3113.670166
	Iteration 52Q: 3 clusters Score -785596.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -785598.500000 Penalty: 3113.670166
	Iteration 53Q: 3 clusters Score -785598.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -785600.250000 Penalty: 3113.670166
	Iteration 54Q: 3 clusters Score -785600.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -785602.437500 Penalty: 3113.670166
	Iteration 55Q: 3 clusters Score -785602.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -785606.062500 Penalty: 3113.670166
	Iteration 56Q: 3 clusters Score -785606.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -785610.375000 Penalty: 3113.670166
	Iteration 57Q: 3 clusters Score -785610.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -785614.937500 Penalty: 3113.670166
	Iteration 58Q: 3 clusters Score -785614.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -785619.062500 Penalty: 3113.670166
	Iteration 59Q: 3 clusters Score -785619.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -785621.750000 Penalty: 3113.670166
	Iteration 60F: 3 clusters Score -785621.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -785626.250000 Penalty: 3113.670166
	Iteration 61Q: 3 clusters Score -785626.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -785630.375000 Penalty: 3113.670166
	Iteration 62Q: 3 clusters Score -785630.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -785635.187500 Penalty: 3113.670166
	Iteration 63Q: 3 clusters Score -785635.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -785643.062500 Penalty: 3113.670166
	Iteration 64Q: 3 clusters Score -785643.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -785645.937500 Penalty: 3113.670166
	Iteration 65Q: 3 clusters Score -785645.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -785653.437500 Penalty: 3113.670166
	Iteration 66Q: 3 clusters Score -785653.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -785659.250000 Penalty: 3113.670166
	Iteration 67Q: 3 clusters Score -785659.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -785666.187500 Penalty: 3113.670166
	Iteration 68Q: 3 clusters Score -785666.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -785674.687500 Penalty: 3113.670166
	Iteration 69Q: 3 clusters Score -785674.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -785684.187500 Penalty: 3113.670166
	Iteration 70Q: 3 clusters Score -785684.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -785697.375000 Penalty: 3113.670166
	Iteration 71Q: 3 clusters Score -785697.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -785710.312500 Penalty: 3113.670166
	Iteration 72Q: 3 clusters Score -785710.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -785720.750000 Penalty: 3113.670166
	Iteration 73Q: 3 clusters Score -785720.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -785731.750000 Penalty: 3113.670166
	Iteration 74Q: 3 clusters Score -785731.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -785742.062500 Penalty: 3113.670166
	Iteration 75Q: 3 clusters Score -785742.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -785750.812500 Penalty: 3113.670166
	Iteration 76Q: 3 clusters Score -785750.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -785758.375000 Penalty: 3113.670166
	Iteration 77Q: 3 clusters Score -785758.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -785764.687500 Penalty: 3113.670166
	Iteration 78Q: 3 clusters Score -785764.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -785771.812500 Penalty: 3113.670166
	Iteration 79Q: 3 clusters Score -785771.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -785778.187500 Penalty: 3113.670166
	Iteration 80F: 3 clusters Score -785778.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -785785.625000 Penalty: 3113.670166
	Iteration 81Q: 3 clusters Score -785785.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -785796.562500 Penalty: 3113.670166
	Iteration 82Q: 3 clusters Score -785796.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -785814.500000 Penalty: 3113.670166
	Iteration 83Q: 3 clusters Score -785814.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -785827.187500 Penalty: 3113.670166
	Iteration 84Q: 3 clusters Score -785827.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -785837.500000 Penalty: 3113.670166
	Iteration 85Q: 3 clusters Score -785837.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -785847.562500 Penalty: 3113.670166
	Iteration 86Q: 3 clusters Score -785847.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -785858.937500 Penalty: 3113.670166
	Iteration 87Q: 3 clusters Score -785858.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -785872.125000 Penalty: 3113.670166
	Iteration 88Q: 3 clusters Score -785872.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -785886.937500 Penalty: 3113.670166
	Iteration 89Q: 3 clusters Score -785886.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -785902.625000 Penalty: 3113.670166
	Iteration 90Q: 3 clusters Score -785902.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -785916.875000 Penalty: 3113.670166
	Iteration 91Q: 3 clusters Score -785916.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -785935.437500 Penalty: 3113.670166
	Iteration 92Q: 3 clusters Score -785935.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -785959.812500 Penalty: 3113.670166
	Iteration 93Q: 3 clusters Score -785959.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -785982.687500 Penalty: 3113.670166
	Iteration 94Q: 3 clusters Score -785982.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -786003.687500 Penalty: 3113.670166
	Iteration 95Q: 3 clusters Score -786003.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -786034.625000 Penalty: 3113.670166
	Iteration 96Q: 3 clusters Score -786034.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -786059.812500 Penalty: 3113.670166
	Iteration 97Q: 3 clusters Score -786059.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -786086.500000 Penalty: 3113.670166
	Iteration 98Q: 3 clusters Score -786086.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -786114.375000 Penalty: 3113.670166
	Iteration 99Q: 3 clusters Score -786114.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -786148.750000 Penalty: 3113.670166
	Iteration 100F: 3 clusters Score -786148.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -786184.000000 Penalty: 3113.670166
	Iteration 101Q: 3 clusters Score -786184 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -786210.625000 Penalty: 3113.670166
	Iteration 102Q: 3 clusters Score -786210.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -786246.000000 Penalty: 3113.670166
	Iteration 103Q: 3 clusters Score -786246 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -786274.312500 Penalty: 3113.670166
	Iteration 104Q: 3 clusters Score -786274.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -786298.812500 Penalty: 3113.670166
	Iteration 105Q: 3 clusters Score -786298.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -786315.437500 Penalty: 3113.670166
	Iteration 106Q: 3 clusters Score -786315.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -786326.375000 Penalty: 3113.670166
	Iteration 107Q: 3 clusters Score -786326.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -786340.062500 Penalty: 3113.670166
	Iteration 108Q: 3 clusters Score -786340.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -786354.000000 Penalty: 3113.670166
	Iteration 109Q: 3 clusters Score -786354 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -786366.625000 Penalty: 3113.670166
	Iteration 110Q: 3 clusters Score -786366.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -786386.187500 Penalty: 3113.670166
	Iteration 111Q: 3 clusters Score -786386.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -786401.375000 Penalty: 3113.670166
	Iteration 112Q: 3 clusters Score -786401.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -786418.937500 Penalty: 3113.670166
	Iteration 113Q: 3 clusters Score -786418.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -786428.562500 Penalty: 3113.670166
	Iteration 114Q: 3 clusters Score -786428.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -786433.750000 Penalty: 3113.670166
	Iteration 115Q: 3 clusters Score -786433.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -786448.875000 Penalty: 3113.670166
	Iteration 116Q: 3 clusters Score -786448.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -786462.625000 Penalty: 3113.670166
	Iteration 117Q: 3 clusters Score -786462.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -786480.000000 Penalty: 3113.670166
	Iteration 118Q: 3 clusters Score -786480 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -786499.187500 Penalty: 3113.670166
	Iteration 119Q: 3 clusters Score -786499.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -786516.562500 Penalty: 3113.670166
	Iteration 120F: 3 clusters Score -786516.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -786538.812500 Penalty: 3113.670166
	Iteration 121Q: 3 clusters Score -786538.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -786555.562500 Penalty: 3113.670166
	Iteration 122Q: 3 clusters Score -786555.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -786582.312500 Penalty: 3113.670166
	Iteration 123Q: 3 clusters Score -786582.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -786603.375000 Penalty: 3113.670166
	Iteration 124Q: 3 clusters Score -786603.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -786616.312500 Penalty: 3113.670166
	Iteration 125Q: 3 clusters Score -786616.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -786628.500000 Penalty: 3113.670166
	Iteration 126Q: 3 clusters Score -786628.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -786639.750000 Penalty: 3113.670166
	Iteration 127Q: 3 clusters Score -786639.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -786649.687500 Penalty: 3113.670166
	Iteration 128Q: 3 clusters Score -786649.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -786656.250000 Penalty: 3113.670166
	Iteration 129Q: 3 clusters Score -786656.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -786663.000000 Penalty: 3113.670166
	Iteration 130Q: 3 clusters Score -786663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -786664.375000 Penalty: 3113.670166
	Iteration 131Q: 3 clusters Score -786664.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -786670.812500 Penalty: 3113.670166
	Iteration 132Q: 3 clusters Score -786670.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -786677.375000 Penalty: 3113.670166
	Iteration 133Q: 3 clusters Score -786677.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -786683.312500 Penalty: 3113.670166
	Iteration 134Q: 3 clusters Score -786683.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -786692.375000 Penalty: 3113.670166
	Iteration 135Q: 3 clusters Score -786692.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -786697.375000 Penalty: 3113.670166
	Iteration 136Q: 3 clusters Score -786697.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -786707.187500 Penalty: 3113.670166
	Iteration 137Q: 3 clusters Score -786707.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -786716.562500 Penalty: 3113.670166
	Iteration 138Q: 3 clusters Score -786716.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -786726.312500 Penalty: 3113.670166
	Iteration 139Q: 3 clusters Score -786726.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -786740.062500 Penalty: 3113.670166
	Iteration 140F: 3 clusters Score -786740.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -786747.437500 Penalty: 3113.670166
	Iteration 141Q: 3 clusters Score -786747.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -786755.250000 Penalty: 3113.670166
	Iteration 142Q: 3 clusters Score -786755.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -786767.812500 Penalty: 3113.670166
	Iteration 143Q: 3 clusters Score -786767.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -786778.500000 Penalty: 3113.670166
	Iteration 144Q: 3 clusters Score -786778.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -786789.687500 Penalty: 3113.670166
	Iteration 145Q: 3 clusters Score -786789.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -786801.312500 Penalty: 3113.670166
	Iteration 146Q: 3 clusters Score -786801.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -786809.937500 Penalty: 3113.670166
	Iteration 147Q: 3 clusters Score -786809.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -786816.750000 Penalty: 3113.670166
	Iteration 148Q: 3 clusters Score -786816.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -786819.437500 Penalty: 3113.670166
	Iteration 149Q: 3 clusters Score -786819.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -786825.625000 Penalty: 3113.670166
	Iteration 150Q: 3 clusters Score -786825.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -786828.437500 Penalty: 3113.670166
	Iteration 151Q: 3 clusters Score -786828.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -786828.312500 Penalty: 3113.670166
	Iteration 152Q: 3 clusters Score -786828.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -786830.937500 Penalty: 3113.670166
	Iteration 153Q: 3 clusters Score -786830.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -786832.000000 Penalty: 3113.670166
	Iteration 154Q: 3 clusters Score -786832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -786832.562500 Penalty: 3113.670166
	Iteration 155Q: 3 clusters Score -786832.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -786833.312500 Penalty: 3113.670166
	Iteration 156Q: 3 clusters Score -786833.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -786833.937500 Penalty: 3113.670166
	Iteration 157Q: 3 clusters Score -786833.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -786833.562500 Penalty: 3113.670166
	Iteration 158Q: 3 clusters Score -786833.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -786835.000000 Penalty: 3113.670166
	Iteration 159Q: 3 clusters Score -786835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -786840.125000 Penalty: 3113.670166
	Iteration 160F: 3 clusters Score -786840.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -786841.750000 Penalty: 3113.670166
	Iteration 161Q: 3 clusters Score -786841.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -786846.500000 Penalty: 3113.670166
	Iteration 162Q: 3 clusters Score -786846.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -786847.562500 Penalty: 3113.670166
	Iteration 163Q: 3 clusters Score -786847.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -786849.625000 Penalty: 3113.670166
	Iteration 164Q: 3 clusters Score -786849.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -786856.062500 Penalty: 3113.670166
	Iteration 165Q: 3 clusters Score -786856.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -786857.312500 Penalty: 3113.670166
	Iteration 166Q: 3 clusters Score -786857.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -786859.062500 Penalty: 3113.670166
	Iteration 167Q: 3 clusters Score -786859.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -786858.812500 Penalty: 3113.670166
	Iteration 168Q: 3 clusters Score -786858.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -786862.500000 Penalty: 3113.670166
	Iteration 169Q: 3 clusters Score -786862.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -786862.125000 Penalty: 3113.670166
	Iteration 170Q: 3 clusters Score -786862.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -786863.937500 Penalty: 3113.670166
	Iteration 171Q: 3 clusters Score -786863.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -786863.562500 Penalty: 3113.670166
	Iteration 172Q: 3 clusters Score -786863.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -786865.937500 Penalty: 3113.670166
	Iteration 173Q: 3 clusters Score -786865.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -786870.937500 Penalty: 3113.670166
	Iteration 174Q: 3 clusters Score -786870.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -786871.187500 Penalty: 3113.670166
	Iteration 175Q: 3 clusters Score -786871.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -786870.437500 Penalty: 3113.670166
	Iteration 176Q: 3 clusters Score -786870.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -786873.187500 Penalty: 3113.670166
	Iteration 177Q: 3 clusters Score -786873.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -786875.125000 Penalty: 3113.670166
	Iteration 178Q: 3 clusters Score -786875.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -786878.875000 Penalty: 3113.670166
	Iteration 179Q: 3 clusters Score -786878.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -786879.625000 Penalty: 3113.670166
	Iteration 180F: 3 clusters Score -786879.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59167 members 
Entering Unmasked Estep 
Score: -3176482.250000 Penalty: 1785.569336
	Iteration 0F: 2 clusters Score -3176482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -3136935.500000 Penalty: 3571.138672
	Iteration 0F: 3 clusters Score -3136936 nChanged 27915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34043 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -3153885.500000 Penalty: 3571.138672
	Iteration 1F: 3 clusters Score -3153886 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -3155652.500000 Penalty: 3571.138672
	Iteration 2F: 3 clusters Score -3155652 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -3158163.500000 Penalty: 3571.138672
	Iteration 3F: 3 clusters Score -3158164 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3161405.500000 Penalty: 3571.138672
	Iteration 4F: 3 clusters Score -3161406 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -3165043.250000 Penalty: 3571.138672
	Iteration 5F: 3 clusters Score -3165043 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -3168603.250000 Penalty: 3571.138672
	Iteration 6F: 3 clusters Score -3168603 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55609 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -3171447.250000 Penalty: 3571.138672
	Iteration 7F: 3 clusters Score -3171447 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57473 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3173286.250000 Penalty: 3571.138672
	Iteration 8Q: 3 clusters Score -3173286 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58406 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3174195.750000 Penalty: 3571.138672
	Iteration 9Q: 3 clusters Score -3174196 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58795 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3174609.250000 Penalty: 3571.138672
	Iteration 10Q: 3 clusters Score -3174609 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58915 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3174751.250000 Penalty: 3571.138672
	Iteration 11Q: 3 clusters Score -3174751 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3174828.500000 Penalty: 3571.138672
	Iteration 12Q: 3 clusters Score -3174828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58973 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3174868.250000 Penalty: 3571.138672
	Iteration 13Q: 3 clusters Score -3174868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58979 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3174885.500000 Penalty: 3571.138672
	Iteration 14Q: 3 clusters Score -3174886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58980 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -3174900.000000 Penalty: 3571.138672
	Iteration 15Q: 3 clusters Score -3174900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58984 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3174904.000000 Penalty: 3571.138672
	Iteration 16Q: 3 clusters Score -3174904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58987 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3174908.250000 Penalty: 3571.138672
	Iteration 17Q: 3 clusters Score -3174908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58990 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3174911.000000 Penalty: 3571.138672
	Iteration 18Q: 3 clusters Score -3174911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58991 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -3174918.000000 Penalty: 3571.138672
	Iteration 19Q: 3 clusters Score -3174918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58991 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -3174918.000000 Penalty: 3571.138672
	Iteration 20F: 3 clusters Score -3174918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Entering Unmasked Estep 
Score: -739394.562500 Penalty: 1557.272217
	Iteration 0F: 2 clusters Score -739394.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -729322.437500 Penalty: 3114.544434
	Iteration 0F: 3 clusters Score -729322.4 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -732988.625000 Penalty: 3114.544434
	Iteration 1F: 3 clusters Score -732988.6 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -733591.500000 Penalty: 3114.544434
	Iteration 2F: 3 clusters Score -733591.5 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -734454.500000 Penalty: 3114.544434
	Iteration 3F: 3 clusters Score -734454.5 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -735517.750000 Penalty: 3114.544434
	Iteration 4F: 3 clusters Score -735517.8 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -736549.875000 Penalty: 3114.544434
	Iteration 5F: 3 clusters Score -736549.9 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -737386.750000 Penalty: 3114.544434
	Iteration 6F: 3 clusters Score -737386.8 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -737912.375000 Penalty: 3114.544434
	Iteration 7F: 3 clusters Score -737912.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -738182.437500 Penalty: 3114.544434
	Iteration 8Q: 3 clusters Score -738182.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -738340.000000 Penalty: 3114.544434
	Iteration 9Q: 3 clusters Score -738340 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -738429.062500 Penalty: 3114.544434
	Iteration 10Q: 3 clusters Score -738429.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -738472.312500 Penalty: 3114.544434
	Iteration 11Q: 3 clusters Score -738472.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -738506.375000 Penalty: 3114.544434
	Iteration 12Q: 3 clusters Score -738506.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -738532.875000 Penalty: 3114.544434
	Iteration 13Q: 3 clusters Score -738532.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -738549.687500 Penalty: 3114.544434
	Iteration 14Q: 3 clusters Score -738549.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -738558.750000 Penalty: 3114.544434
	Iteration 15Q: 3 clusters Score -738558.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -738569.312500 Penalty: 3114.544434
	Iteration 16Q: 3 clusters Score -738569.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -738580.062500 Penalty: 3114.544434
	Iteration 17Q: 3 clusters Score -738580.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -738592.625000 Penalty: 3114.544434
	Iteration 18Q: 3 clusters Score -738592.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -738598.812500 Penalty: 3114.544434
	Iteration 19Q: 3 clusters Score -738598.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -738606.062500 Penalty: 3114.544434
	Iteration 20F: 3 clusters Score -738606.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -738607.125000 Penalty: 3114.544434
	Iteration 21Q: 3 clusters Score -738607.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -738611.000000 Penalty: 3114.544434
	Iteration 22Q: 3 clusters Score -738611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -738614.500000 Penalty: 3114.544434
	Iteration 23Q: 3 clusters Score -738614.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -738614.375000 Penalty: 3114.544434
	Iteration 24Q: 3 clusters Score -738614.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -738615.062500 Penalty: 3114.544434
	Iteration 25Q: 3 clusters Score -738615.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -738616.312500 Penalty: 3114.544434
	Iteration 26Q: 3 clusters Score -738616.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -738615.312500 Penalty: 3114.544434
	Iteration 27Q: 3 clusters Score -738615.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -738616.062500 Penalty: 3114.544434
	Iteration 28Q: 3 clusters Score -738616.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -738615.562500 Penalty: 3114.544434
	Iteration 29Q: 3 clusters Score -738615.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -738615.562500 Penalty: 3114.544434
	Iteration 30F: 3 clusters Score -738615.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Entering Unmasked Estep 
Score: -1753063.250000 Penalty: 1696.406616
	Iteration 0F: 2 clusters Score -1753063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -1730027.875000 Penalty: 3392.813232
	Iteration 0F: 3 clusters Score -1730028 nChanged 15940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -1738993.875000 Penalty: 3392.813232
	Iteration 1F: 3 clusters Score -1738994 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -1739562.125000 Penalty: 3392.813232
	Iteration 2Q: 3 clusters Score -1739562 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -1740297.250000 Penalty: 3392.813232
	Iteration 3Q: 3 clusters Score -1740297 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -1741229.750000 Penalty: 3392.813232
	Iteration 4F: 3 clusters Score -1741230 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -1742278.375000 Penalty: 3392.813232
	Iteration 5F: 3 clusters Score -1742278 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -1743409.000000 Penalty: 3392.813232
	Iteration 6F: 3 clusters Score -1743409 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -1744629.750000 Penalty: 3392.813232
	Iteration 7F: 3 clusters Score -1744630 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -1745774.750000 Penalty: 3392.813232
	Iteration 8F: 3 clusters Score -1745775 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -1746732.125000 Penalty: 3392.813232
	Iteration 9F: 3 clusters Score -1746732 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -1747383.250000 Penalty: 3392.813232
	Iteration 10Q: 3 clusters Score -1747383 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -1747753.000000 Penalty: 3392.813232
	Iteration 11Q: 3 clusters Score -1747753 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -1747962.875000 Penalty: 3392.813232
	Iteration 12Q: 3 clusters Score -1747963 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -1748112.000000 Penalty: 3392.813232
	Iteration 13Q: 3 clusters Score -1748112 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -1748238.000000 Penalty: 3392.813232
	Iteration 14Q: 3 clusters Score -1748238 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -1748382.125000 Penalty: 3392.813232
	Iteration 15Q: 3 clusters Score -1748382 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -1748526.375000 Penalty: 3392.813232
	Iteration 16Q: 3 clusters Score -1748526 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -1748687.000000 Penalty: 3392.813232
	Iteration 17Q: 3 clusters Score -1748687 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -1748838.250000 Penalty: 3392.813232
	Iteration 18Q: 3 clusters Score -1748838 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -1749001.875000 Penalty: 3392.813232
	Iteration 19Q: 3 clusters Score -1749002 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -1749142.125000 Penalty: 3392.813232
	Iteration 20F: 3 clusters Score -1749142 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -1749271.500000 Penalty: 3392.813232
	Iteration 21Q: 3 clusters Score -1749272 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -1749397.375000 Penalty: 3392.813232
	Iteration 22Q: 3 clusters Score -1749397 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -1749515.625000 Penalty: 3392.813232
	Iteration 23Q: 3 clusters Score -1749516 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -1749620.125000 Penalty: 3392.813232
	Iteration 24Q: 3 clusters Score -1749620 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -1749712.125000 Penalty: 3392.813232
	Iteration 25Q: 3 clusters Score -1749712 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -1749791.625000 Penalty: 3392.813232
	Iteration 26Q: 3 clusters Score -1749792 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -1749881.000000 Penalty: 3392.813232
	Iteration 27Q: 3 clusters Score -1749881 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -1749975.750000 Penalty: 3392.813232
	Iteration 28Q: 3 clusters Score -1749976 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -1750084.375000 Penalty: 3392.813232
	Iteration 29Q: 3 clusters Score -1750084 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -1750173.875000 Penalty: 3392.813232
	Iteration 30Q: 3 clusters Score -1750174 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -1750274.750000 Penalty: 3392.813232
	Iteration 31Q: 3 clusters Score -1750275 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -1750371.125000 Penalty: 3392.813232
	Iteration 32Q: 3 clusters Score -1750371 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -1750464.750000 Penalty: 3392.813232
	Iteration 33Q: 3 clusters Score -1750465 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -1750537.250000 Penalty: 3392.813232
	Iteration 34Q: 3 clusters Score -1750537 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -1750643.000000 Penalty: 3392.813232
	Iteration 35Q: 3 clusters Score -1750643 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -1750713.750000 Penalty: 3392.813232
	Iteration 36Q: 3 clusters Score -1750714 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -1750783.500000 Penalty: 3392.813232
	Iteration 37Q: 3 clusters Score -1750784 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -1750845.750000 Penalty: 3392.813232
	Iteration 38Q: 3 clusters Score -1750846 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -1750901.000000 Penalty: 3392.813232
	Iteration 39Q: 3 clusters Score -1750901 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -1750966.375000 Penalty: 3392.813232
	Iteration 40F: 3 clusters Score -1750966 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -1751027.000000 Penalty: 3392.813232
	Iteration 41Q: 3 clusters Score -1751027 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -1751070.750000 Penalty: 3392.813232
	Iteration 42Q: 3 clusters Score -1751071 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -1751126.250000 Penalty: 3392.813232
	Iteration 43Q: 3 clusters Score -1751126 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -1751170.875000 Penalty: 3392.813232
	Iteration 44Q: 3 clusters Score -1751171 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -1751207.375000 Penalty: 3392.813232
	Iteration 45Q: 3 clusters Score -1751207 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -1751242.375000 Penalty: 3392.813232
	Iteration 46Q: 3 clusters Score -1751242 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -1751271.625000 Penalty: 3392.813232
	Iteration 47Q: 3 clusters Score -1751272 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -1751298.750000 Penalty: 3392.813232
	Iteration 48Q: 3 clusters Score -1751299 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -1751325.375000 Penalty: 3392.813232
	Iteration 49Q: 3 clusters Score -1751325 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -1751367.625000 Penalty: 3392.813232
	Iteration 50Q: 3 clusters Score -1751368 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -1751397.875000 Penalty: 3392.813232
	Iteration 51Q: 3 clusters Score -1751398 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -1751439.000000 Penalty: 3392.813232
	Iteration 52Q: 3 clusters Score -1751439 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -1751482.500000 Penalty: 3392.813232
	Iteration 53Q: 3 clusters Score -1751482 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -1751519.875000 Penalty: 3392.813232
	Iteration 54Q: 3 clusters Score -1751520 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -1751543.875000 Penalty: 3392.813232
	Iteration 55Q: 3 clusters Score -1751544 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -1751583.250000 Penalty: 3392.813232
	Iteration 56Q: 3 clusters Score -1751583 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -1751607.375000 Penalty: 3392.813232
	Iteration 57Q: 3 clusters Score -1751607 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -1751647.000000 Penalty: 3392.813232
	Iteration 58Q: 3 clusters Score -1751647 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -1751684.250000 Penalty: 3392.813232
	Iteration 59Q: 3 clusters Score -1751684 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -1751713.375000 Penalty: 3392.813232
	Iteration 60F: 3 clusters Score -1751713 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -1751735.625000 Penalty: 3392.813232
	Iteration 61Q: 3 clusters Score -1751736 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -1751748.000000 Penalty: 3392.813232
	Iteration 62Q: 3 clusters Score -1751748 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -1751768.875000 Penalty: 3392.813232
	Iteration 63Q: 3 clusters Score -1751769 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -1751785.000000 Penalty: 3392.813232
	Iteration 64Q: 3 clusters Score -1751785 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -1751796.625000 Penalty: 3392.813232
	Iteration 65Q: 3 clusters Score -1751797 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -1751813.000000 Penalty: 3392.813232
	Iteration 66Q: 3 clusters Score -1751813 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -1751821.500000 Penalty: 3392.813232
	Iteration 67Q: 3 clusters Score -1751822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -1751830.500000 Penalty: 3392.813232
	Iteration 68Q: 3 clusters Score -1751830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -1751833.500000 Penalty: 3392.813232
	Iteration 69Q: 3 clusters Score -1751834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -1751839.125000 Penalty: 3392.813232
	Iteration 70Q: 3 clusters Score -1751839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -1751842.875000 Penalty: 3392.813232
	Iteration 71Q: 3 clusters Score -1751843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -1751851.000000 Penalty: 3392.813232
	Iteration 72Q: 3 clusters Score -1751851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -1751852.250000 Penalty: 3392.813232
	Iteration 73Q: 3 clusters Score -1751852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -1751854.125000 Penalty: 3392.813232
	Iteration 74Q: 3 clusters Score -1751854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -1751859.625000 Penalty: 3392.813232
	Iteration 75Q: 3 clusters Score -1751860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -1751863.375000 Penalty: 3392.813232
	Iteration 76Q: 3 clusters Score -1751863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -1751863.250000 Penalty: 3392.813232
	Iteration 77Q: 3 clusters Score -1751863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -1751869.500000 Penalty: 3392.813232
	Iteration 78Q: 3 clusters Score -1751870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -1751869.750000 Penalty: 3392.813232
	Iteration 79Q: 3 clusters Score -1751870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -1751874.625000 Penalty: 3392.813232
	Iteration 80F: 3 clusters Score -1751875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -1751881.875000 Penalty: 3392.813232
	Iteration 81Q: 3 clusters Score -1751882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -1751887.875000 Penalty: 3392.813232
	Iteration 82Q: 3 clusters Score -1751888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -1751890.500000 Penalty: 3392.813232
	Iteration 83Q: 3 clusters Score -1751890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -1751895.375000 Penalty: 3392.813232
	Iteration 84Q: 3 clusters Score -1751895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -1751899.500000 Penalty: 3392.813232
	Iteration 85Q: 3 clusters Score -1751900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -1751903.750000 Penalty: 3392.813232
	Iteration 86Q: 3 clusters Score -1751904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -1751906.875000 Penalty: 3392.813232
	Iteration 87Q: 3 clusters Score -1751907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -1751912.625000 Penalty: 3392.813232
	Iteration 88Q: 3 clusters Score -1751913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -1751909.625000 Penalty: 3392.813232
	Iteration 89Q: 3 clusters Score -1751910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -1751914.125000 Penalty: 3392.813232
	Iteration 90Q: 3 clusters Score -1751914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -1751912.375000 Penalty: 3392.813232
	Iteration 91Q: 3 clusters Score -1751912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -1751912.125000 Penalty: 3392.813232
	Iteration 92Q: 3 clusters Score -1751912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -1751915.250000 Penalty: 3392.813232
	Iteration 93Q: 3 clusters Score -1751915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -1751914.250000 Penalty: 3392.813232
	Iteration 94Q: 3 clusters Score -1751914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -1751916.000000 Penalty: 3392.813232
	Iteration 95Q: 3 clusters Score -1751916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -1751914.500000 Penalty: 3392.813232
	Iteration 96Q: 3 clusters Score -1751914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -1751914.375000 Penalty: 3392.813232
	Iteration 97Q: 3 clusters Score -1751914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -1751914.375000 Penalty: 3392.813232
	Iteration 98F: 3 clusters Score -1751914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Entering Unmasked Estep 
Score: -464502.968750 Penalty: 1484.765137
	Iteration 0F: 2 clusters Score -464503 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 4668 members 
Entering Unmasked Estep 
Score: -457833.250000 Penalty: 2969.530273
	Iteration 0F: 3 clusters Score -457833.2 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -459946.250000 Penalty: 2969.530273
	Iteration 1F: 3 clusters Score -459946.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -460239.031250 Penalty: 2969.530273
	Iteration 2F: 3 clusters Score -460239 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -460470.625000 Penalty: 2969.530273
	Iteration 3F: 3 clusters Score -460470.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -460698.437500 Penalty: 2969.530273
	Iteration 4Q: 3 clusters Score -460698.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -460961.093750 Penalty: 2969.530273
	Iteration 5Q: 3 clusters Score -460961.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -461318.468750 Penalty: 2969.530273
	Iteration 6F: 3 clusters Score -461318.5 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -461770.625000 Penalty: 2969.530273
	Iteration 7F: 3 clusters Score -461770.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -462206.437500 Penalty: 2969.530273
	Iteration 8F: 3 clusters Score -462206.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -462571.937500 Penalty: 2969.530273
	Iteration 9Q: 3 clusters Score -462571.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -462913.843750 Penalty: 2969.530273
	Iteration 10Q: 3 clusters Score -462913.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -463210.000000 Penalty: 2969.530273
	Iteration 11Q: 3 clusters Score -463210 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -463411.656250 Penalty: 2969.530273
	Iteration 12Q: 3 clusters Score -463411.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -463525.875000 Penalty: 2969.530273
	Iteration 13Q: 3 clusters Score -463525.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -463580.375000 Penalty: 2969.530273
	Iteration 14Q: 3 clusters Score -463580.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -463627.875000 Penalty: 2969.530273
	Iteration 15Q: 3 clusters Score -463627.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -463661.031250 Penalty: 2969.530273
	Iteration 16Q: 3 clusters Score -463661 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -463687.125000 Penalty: 2969.530273
	Iteration 17Q: 3 clusters Score -463687.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -463702.500000 Penalty: 2969.530273
	Iteration 18Q: 3 clusters Score -463702.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -463712.218750 Penalty: 2969.530273
	Iteration 19Q: 3 clusters Score -463712.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -463719.812500 Penalty: 2969.530273
	Iteration 20F: 3 clusters Score -463719.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -463726.468750 Penalty: 2969.530273
	Iteration 21Q: 3 clusters Score -463726.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -463731.843750 Penalty: 2969.530273
	Iteration 22Q: 3 clusters Score -463731.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -463737.125000 Penalty: 2969.530273
	Iteration 23Q: 3 clusters Score -463737.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -463741.312500 Penalty: 2969.530273
	Iteration 24Q: 3 clusters Score -463741.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -463745.125000 Penalty: 2969.530273
	Iteration 25Q: 3 clusters Score -463745.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -463747.750000 Penalty: 2969.530273
	Iteration 26Q: 3 clusters Score -463747.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -463748.500000 Penalty: 2969.530273
	Iteration 27Q: 3 clusters Score -463748.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -463749.406250 Penalty: 2969.530273
	Iteration 28Q: 3 clusters Score -463749.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -463752.312500 Penalty: 2969.530273
	Iteration 29Q: 3 clusters Score -463752.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -463753.437500 Penalty: 2969.530273
	Iteration 30Q: 3 clusters Score -463753.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -463753.468750 Penalty: 2969.530273
	Iteration 31Q: 3 clusters Score -463753.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -463752.593750 Penalty: 2969.530273
	Iteration 32Q: 3 clusters Score -463752.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -463754.156250 Penalty: 2969.530273
	Iteration 33Q: 3 clusters Score -463754.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -463753.468750 Penalty: 2969.530273
	Iteration 34Q: 3 clusters Score -463753.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -463756.031250 Penalty: 2969.530273
	Iteration 35Q: 3 clusters Score -463756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -463755.187500 Penalty: 2969.530273
	Iteration 36Q: 3 clusters Score -463755.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -463754.656250 Penalty: 2969.530273
	Iteration 37Q: 3 clusters Score -463754.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -463755.437500 Penalty: 2969.530273
	Iteration 38Q: 3 clusters Score -463755.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -463756.281250 Penalty: 2969.530273
	Iteration 39Q: 3 clusters Score -463756.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -463755.531250 Penalty: 2969.530273
	Iteration 40F: 3 clusters Score -463755.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -463755.250000 Penalty: 2969.530273
	Iteration 41Q: 3 clusters Score -463755.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -463755.750000 Penalty: 2969.530273
	Iteration 42Q: 3 clusters Score -463755.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -463756.468750 Penalty: 2969.530273
	Iteration 43Q: 3 clusters Score -463756.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -463756.468750 Penalty: 2969.530273
	Iteration 44F: 3 clusters Score -463756.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Entering Unmasked Estep 
Score: -356390.687500 Penalty: 1434.010132
	Iteration 0F: 2 clusters Score -356390.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -351262.437500 Penalty: 2868.020264
	Iteration 0F: 3 clusters Score -351262.4 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -352681.437500 Penalty: 2868.020264
	Iteration 1F: 3 clusters Score -352681.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -352856.343750 Penalty: 2868.020264
	Iteration 2F: 3 clusters Score -352856.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -353001.000000 Penalty: 2868.020264
	Iteration 3Q: 3 clusters Score -353001 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -353135.625000 Penalty: 2868.020264
	Iteration 4Q: 3 clusters Score -353135.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -353281.375000 Penalty: 2868.020264
	Iteration 5Q: 3 clusters Score -353281.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -353456.593750 Penalty: 2868.020264
	Iteration 6Q: 3 clusters Score -353456.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -353668.312500 Penalty: 2868.020264
	Iteration 7F: 3 clusters Score -353668.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -353897.187500 Penalty: 2868.020264
	Iteration 8F: 3 clusters Score -353897.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -354115.375000 Penalty: 2868.020264
	Iteration 9F: 3 clusters Score -354115.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -354327.250000 Penalty: 2868.020264
	Iteration 10Q: 3 clusters Score -354327.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -354543.843750 Penalty: 2868.020264
	Iteration 11Q: 3 clusters Score -354543.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -354714.718750 Penalty: 2868.020264
	Iteration 12Q: 3 clusters Score -354714.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -354838.500000 Penalty: 2868.020264
	Iteration 13Q: 3 clusters Score -354838.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -354932.187500 Penalty: 2868.020264
	Iteration 14Q: 3 clusters Score -354932.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -354986.593750 Penalty: 2868.020264
	Iteration 15Q: 3 clusters Score -354986.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -355034.968750 Penalty: 2868.020264
	Iteration 16Q: 3 clusters Score -355035 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -355069.593750 Penalty: 2868.020264
	Iteration 17Q: 3 clusters Score -355069.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -355093.531250 Penalty: 2868.020264
	Iteration 18Q: 3 clusters Score -355093.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -355115.250000 Penalty: 2868.020264
	Iteration 19Q: 3 clusters Score -355115.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -355132.906250 Penalty: 2868.020264
	Iteration 20F: 3 clusters Score -355132.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -355142.281250 Penalty: 2868.020264
	Iteration 21Q: 3 clusters Score -355142.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -355151.812500 Penalty: 2868.020264
	Iteration 22Q: 3 clusters Score -355151.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -355159.468750 Penalty: 2868.020264
	Iteration 23Q: 3 clusters Score -355159.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -355164.375000 Penalty: 2868.020264
	Iteration 24Q: 3 clusters Score -355164.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -355169.687500 Penalty: 2868.020264
	Iteration 25Q: 3 clusters Score -355169.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -355174.625000 Penalty: 2868.020264
	Iteration 26Q: 3 clusters Score -355174.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -355178.937500 Penalty: 2868.020264
	Iteration 27Q: 3 clusters Score -355178.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -355181.843750 Penalty: 2868.020264
	Iteration 28Q: 3 clusters Score -355181.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -355184.750000 Penalty: 2868.020264
	Iteration 29Q: 3 clusters Score -355184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -355185.343750 Penalty: 2868.020264
	Iteration 30Q: 3 clusters Score -355185.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -355185.843750 Penalty: 2868.020264
	Iteration 31Q: 3 clusters Score -355185.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -355185.843750 Penalty: 2868.020264
	Iteration 32F: 3 clusters Score -355185.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Entering Unmasked Estep 
Score: -46162.320312 Penalty: 1127.155640
	Iteration 0F: 2 clusters Score -46162.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -44723.300781 Penalty: 2254.311279
	Iteration 0F: 3 clusters Score -44723.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -44998.601562 Penalty: 2254.311279
	Iteration 1F: 3 clusters Score -44998.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -45072.738281 Penalty: 2254.311279
	Iteration 2F: 3 clusters Score -45072.74 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -45120.144531 Penalty: 2254.311279
	Iteration 3Q: 3 clusters Score -45120.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -45156.578125 Penalty: 2254.311279
	Iteration 4Q: 3 clusters Score -45156.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -45170.804688 Penalty: 2254.311279
	Iteration 5Q: 3 clusters Score -45170.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -45181.699219 Penalty: 2254.311279
	Iteration 6Q: 3 clusters Score -45181.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -45188.863281 Penalty: 2254.311279
	Iteration 7Q: 3 clusters Score -45188.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -45193.710938 Penalty: 2254.311279
	Iteration 8Q: 3 clusters Score -45193.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -45196.937500 Penalty: 2254.311279
	Iteration 9Q: 3 clusters Score -45196.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -45202.062500 Penalty: 2254.311279
	Iteration 10Q: 3 clusters Score -45202.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -45206.480469 Penalty: 2254.311279
	Iteration 11Q: 3 clusters Score -45206.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -45208.507812 Penalty: 2254.311279
	Iteration 12Q: 3 clusters Score -45208.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -45212.738281 Penalty: 2254.311279
	Iteration 13Q: 3 clusters Score -45212.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -45213.585938 Penalty: 2254.311279
	Iteration 14Q: 3 clusters Score -45213.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -45214.121094 Penalty: 2254.311279
	Iteration 15Q: 3 clusters Score -45214.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -45215.261719 Penalty: 2254.311279
	Iteration 16Q: 3 clusters Score -45215.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -45215.945312 Penalty: 2254.311279
	Iteration 17Q: 3 clusters Score -45215.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -45216.800781 Penalty: 2254.311279
	Iteration 18Q: 3 clusters Score -45216.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -45216.800781 Penalty: 2254.311279
	Iteration 19F: 3 clusters Score -45216.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Entering Unmasked Estep 
Score: -214986.140625 Penalty: 1364.118164
	Iteration 0F: 2 clusters Score -214986.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -211328.218750 Penalty: 2728.236328
	Iteration 0F: 3 clusters Score -211328.2 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -212449.812500 Penalty: 2728.236328
	Iteration 1F: 3 clusters Score -212449.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -212904.312500 Penalty: 2728.236328
	Iteration 2F: 3 clusters Score -212904.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -213351.421875 Penalty: 2728.236328
	Iteration 3F: 3 clusters Score -213351.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -213693.906250 Penalty: 2728.236328
	Iteration 4F: 3 clusters Score -213693.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -213932.906250 Penalty: 2728.236328
	Iteration 5F: 3 clusters Score -213932.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -214073.437500 Penalty: 2728.236328
	Iteration 6Q: 3 clusters Score -214073.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -214155.953125 Penalty: 2728.236328
	Iteration 7Q: 3 clusters Score -214156 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -214202.437500 Penalty: 2728.236328
	Iteration 8Q: 3 clusters Score -214202.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -214236.593750 Penalty: 2728.236328
	Iteration 9Q: 3 clusters Score -214236.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -214269.687500 Penalty: 2728.236328
	Iteration 10Q: 3 clusters Score -214269.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -214299.640625 Penalty: 2728.236328
	Iteration 11Q: 3 clusters Score -214299.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -214325.218750 Penalty: 2728.236328
	Iteration 12Q: 3 clusters Score -214325.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -214343.546875 Penalty: 2728.236328
	Iteration 13Q: 3 clusters Score -214343.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -214358.437500 Penalty: 2728.236328
	Iteration 14Q: 3 clusters Score -214358.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -214369.671875 Penalty: 2728.236328
	Iteration 15Q: 3 clusters Score -214369.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -214377.718750 Penalty: 2728.236328
	Iteration 16Q: 3 clusters Score -214377.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -214384.234375 Penalty: 2728.236328
	Iteration 17Q: 3 clusters Score -214384.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -214391.859375 Penalty: 2728.236328
	Iteration 18Q: 3 clusters Score -214391.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -214397.312500 Penalty: 2728.236328
	Iteration 19Q: 3 clusters Score -214397.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -214403.093750 Penalty: 2728.236328
	Iteration 20F: 3 clusters Score -214403.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -214410.078125 Penalty: 2728.236328
	Iteration 21Q: 3 clusters Score -214410.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -214414.187500 Penalty: 2728.236328
	Iteration 22Q: 3 clusters Score -214414.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -214421.000000 Penalty: 2728.236328
	Iteration 23Q: 3 clusters Score -214421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -214424.125000 Penalty: 2728.236328
	Iteration 24Q: 3 clusters Score -214424.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -214426.375000 Penalty: 2728.236328
	Iteration 25Q: 3 clusters Score -214426.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -214427.671875 Penalty: 2728.236328
	Iteration 26Q: 3 clusters Score -214427.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -214427.796875 Penalty: 2728.236328
	Iteration 27Q: 3 clusters Score -214427.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -214427.546875 Penalty: 2728.236328
	Iteration 28Q: 3 clusters Score -214427.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -214428.187500 Penalty: 2728.236328
	Iteration 29Q: 3 clusters Score -214428.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -214428.390625 Penalty: 2728.236328
	Iteration 30Q: 3 clusters Score -214428.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -214428.421875 Penalty: 2728.236328
	Iteration 31Q: 3 clusters Score -214428.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -214428.421875 Penalty: 2728.236328
	Iteration 32F: 3 clusters Score -214428.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Entering Unmasked Estep 
Score: -495384.156250 Penalty: 1480.297729
	Iteration 0F: 2 clusters Score -495384.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -488876.843750 Penalty: 2960.595459
	Iteration 0F: 3 clusters Score -488876.8 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -490957.218750 Penalty: 2960.595459
	Iteration 1F: 3 clusters Score -490957.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -491152.125000 Penalty: 2960.595459
	Iteration 2F: 3 clusters Score -491152.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -491318.843750 Penalty: 2960.595459
	Iteration 3Q: 3 clusters Score -491318.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -491480.125000 Penalty: 2960.595459
	Iteration 4Q: 3 clusters Score -491480.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -491634.687500 Penalty: 2960.595459
	Iteration 5Q: 3 clusters Score -491634.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -491834.437500 Penalty: 2960.595459
	Iteration 6Q: 3 clusters Score -491834.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -492084.343750 Penalty: 2960.595459
	Iteration 7Q: 3 clusters Score -492084.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -492358.406250 Penalty: 2960.595459
	Iteration 8Q: 3 clusters Score -492358.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -492675.781250 Penalty: 2960.595459
	Iteration 9Q: 3 clusters Score -492675.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -493014.156250 Penalty: 2960.595459
	Iteration 10Q: 3 clusters Score -493014.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -493342.687500 Penalty: 2960.595459
	Iteration 11Q: 3 clusters Score -493342.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -493608.718750 Penalty: 2960.595459
	Iteration 12Q: 3 clusters Score -493608.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -493789.500000 Penalty: 2960.595459
	Iteration 13Q: 3 clusters Score -493789.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -493907.968750 Penalty: 2960.595459
	Iteration 14Q: 3 clusters Score -493908 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -493977.531250 Penalty: 2960.595459
	Iteration 15Q: 3 clusters Score -493977.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -494018.625000 Penalty: 2960.595459
	Iteration 16Q: 3 clusters Score -494018.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -494039.031250 Penalty: 2960.595459
	Iteration 17Q: 3 clusters Score -494039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -494053.406250 Penalty: 2960.595459
	Iteration 18Q: 3 clusters Score -494053.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -494071.968750 Penalty: 2960.595459
	Iteration 19Q: 3 clusters Score -494072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -494080.281250 Penalty: 2960.595459
	Iteration 20F: 3 clusters Score -494080.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -494084.687500 Penalty: 2960.595459
	Iteration 21Q: 3 clusters Score -494084.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -494088.437500 Penalty: 2960.595459
	Iteration 22Q: 3 clusters Score -494088.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -494100.593750 Penalty: 2960.595459
	Iteration 23Q: 3 clusters Score -494100.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -494108.656250 Penalty: 2960.595459
	Iteration 24Q: 3 clusters Score -494108.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -494114.281250 Penalty: 2960.595459
	Iteration 25Q: 3 clusters Score -494114.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -494117.250000 Penalty: 2960.595459
	Iteration 26Q: 3 clusters Score -494117.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -494120.562500 Penalty: 2960.595459
	Iteration 27Q: 3 clusters Score -494120.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -494121.750000 Penalty: 2960.595459
	Iteration 28Q: 3 clusters Score -494121.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -494123.718750 Penalty: 2960.595459
	Iteration 29Q: 3 clusters Score -494123.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -494125.156250 Penalty: 2960.595459
	Iteration 30Q: 3 clusters Score -494125.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -494127.531250 Penalty: 2960.595459
	Iteration 31Q: 3 clusters Score -494127.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -494127.531250 Penalty: 2960.595459
	Iteration 32F: 3 clusters Score -494127.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Entering Unmasked Estep 
Score: -687404.000000 Penalty: 1531.531128
	Iteration 0F: 2 clusters Score -687404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -678697.875000 Penalty: 3063.062256
	Iteration 0F: 3 clusters Score -678697.9 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -681637.062500 Penalty: 3063.062256
	Iteration 1F: 3 clusters Score -681637.1 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -681896.187500 Penalty: 3063.062256
	Iteration 2F: 3 clusters Score -681896.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -682101.562500 Penalty: 3063.062256
	Iteration 3Q: 3 clusters Score -682101.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -682281.437500 Penalty: 3063.062256
	Iteration 4Q: 3 clusters Score -682281.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -682436.375000 Penalty: 3063.062256
	Iteration 5Q: 3 clusters Score -682436.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -682594.687500 Penalty: 3063.062256
	Iteration 6Q: 3 clusters Score -682594.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -682783.500000 Penalty: 3063.062256
	Iteration 7Q: 3 clusters Score -682783.5 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -683007.687500 Penalty: 3063.062256
	Iteration 8Q: 3 clusters Score -683007.7 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -683271.000000 Penalty: 3063.062256
	Iteration 9Q: 3 clusters Score -683271 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -683638.625000 Penalty: 3063.062256
	Iteration 10Q: 3 clusters Score -683638.6 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -684065.937500 Penalty: 3063.062256
	Iteration 11Q: 3 clusters Score -684065.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -684487.375000 Penalty: 3063.062256
	Iteration 12Q: 3 clusters Score -684487.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -684821.375000 Penalty: 3063.062256
	Iteration 13Q: 3 clusters Score -684821.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -685054.812500 Penalty: 3063.062256
	Iteration 14Q: 3 clusters Score -685054.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -685240.250000 Penalty: 3063.062256
	Iteration 15Q: 3 clusters Score -685240.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -685388.375000 Penalty: 3063.062256
	Iteration 16Q: 3 clusters Score -685388.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -685491.562500 Penalty: 3063.062256
	Iteration 17Q: 3 clusters Score -685491.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -685570.500000 Penalty: 3063.062256
	Iteration 18Q: 3 clusters Score -685570.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -685630.437500 Penalty: 3063.062256
	Iteration 19Q: 3 clusters Score -685630.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -685659.687500 Penalty: 3063.062256
	Iteration 20F: 3 clusters Score -685659.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -685692.375000 Penalty: 3063.062256
	Iteration 21Q: 3 clusters Score -685692.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -685717.812500 Penalty: 3063.062256
	Iteration 22Q: 3 clusters Score -685717.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -685736.062500 Penalty: 3063.062256
	Iteration 23Q: 3 clusters Score -685736.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -685754.000000 Penalty: 3063.062256
	Iteration 24Q: 3 clusters Score -685754 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -685765.375000 Penalty: 3063.062256
	Iteration 25Q: 3 clusters Score -685765.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -685776.250000 Penalty: 3063.062256
	Iteration 26Q: 3 clusters Score -685776.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -685790.000000 Penalty: 3063.062256
	Iteration 27Q: 3 clusters Score -685790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -685804.312500 Penalty: 3063.062256
	Iteration 28Q: 3 clusters Score -685804.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -685814.187500 Penalty: 3063.062256
	Iteration 29Q: 3 clusters Score -685814.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -685821.500000 Penalty: 3063.062256
	Iteration 30Q: 3 clusters Score -685821.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -685824.750000 Penalty: 3063.062256
	Iteration 31Q: 3 clusters Score -685824.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -685832.125000 Penalty: 3063.062256
	Iteration 32Q: 3 clusters Score -685832.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -685836.875000 Penalty: 3063.062256
	Iteration 33Q: 3 clusters Score -685836.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -685842.937500 Penalty: 3063.062256
	Iteration 34Q: 3 clusters Score -685842.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -685848.062500 Penalty: 3063.062256
	Iteration 35Q: 3 clusters Score -685848.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -685853.500000 Penalty: 3063.062256
	Iteration 36Q: 3 clusters Score -685853.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -685854.312500 Penalty: 3063.062256
	Iteration 37Q: 3 clusters Score -685854.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -685859.187500 Penalty: 3063.062256
	Iteration 38Q: 3 clusters Score -685859.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -685861.000000 Penalty: 3063.062256
	Iteration 39Q: 3 clusters Score -685861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -685862.125000 Penalty: 3063.062256
	Iteration 40F: 3 clusters Score -685862.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -685864.000000 Penalty: 3063.062256
	Iteration 41Q: 3 clusters Score -685864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -685865.187500 Penalty: 3063.062256
	Iteration 42Q: 3 clusters Score -685865.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -685864.500000 Penalty: 3063.062256
	Iteration 43Q: 3 clusters Score -685864.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -685864.937500 Penalty: 3063.062256
	Iteration 44Q: 3 clusters Score -685864.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -685866.312500 Penalty: 3063.062256
	Iteration 45Q: 3 clusters Score -685866.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -685865.437500 Penalty: 3063.062256
	Iteration 46Q: 3 clusters Score -685865.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -685865.812500 Penalty: 3063.062256
	Iteration 47Q: 3 clusters Score -685865.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -685867.625000 Penalty: 3063.062256
	Iteration 48Q: 3 clusters Score -685867.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -685867.625000 Penalty: 3063.062256
	Iteration 49F: 3 clusters Score -685867.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Entering Unmasked Estep 
Score: -495012.781250 Penalty: 1502.725220
	Iteration 0F: 2 clusters Score -495012.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -487638.375000 Penalty: 3005.450439
	Iteration 0F: 3 clusters Score -487638.4 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -490157.312500 Penalty: 3005.450439
	Iteration 1F: 3 clusters Score -490157.3 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -490546.781250 Penalty: 3005.450439
	Iteration 2F: 3 clusters Score -490546.8 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -490922.625000 Penalty: 3005.450439
	Iteration 3F: 3 clusters Score -490922.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -491319.187500 Penalty: 3005.450439
	Iteration 4F: 3 clusters Score -491319.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -491713.031250 Penalty: 3005.450439
	Iteration 5F: 3 clusters Score -491713 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -492085.000000 Penalty: 3005.450439
	Iteration 6F: 3 clusters Score -492085 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -492402.843750 Penalty: 3005.450439
	Iteration 7Q: 3 clusters Score -492402.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -492655.593750 Penalty: 3005.450439
	Iteration 8Q: 3 clusters Score -492655.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -492846.781250 Penalty: 3005.450439
	Iteration 9Q: 3 clusters Score -492846.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -492982.062500 Penalty: 3005.450439
	Iteration 10Q: 3 clusters Score -492982.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -493095.750000 Penalty: 3005.450439
	Iteration 11Q: 3 clusters Score -493095.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -493168.750000 Penalty: 3005.450439
	Iteration 12Q: 3 clusters Score -493168.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -493231.187500 Penalty: 3005.450439
	Iteration 13Q: 3 clusters Score -493231.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -493299.125000 Penalty: 3005.450439
	Iteration 14Q: 3 clusters Score -493299.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -493351.468750 Penalty: 3005.450439
	Iteration 15Q: 3 clusters Score -493351.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -493401.562500 Penalty: 3005.450439
	Iteration 16Q: 3 clusters Score -493401.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -493472.375000 Penalty: 3005.450439
	Iteration 17Q: 3 clusters Score -493472.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -493544.343750 Penalty: 3005.450439
	Iteration 18Q: 3 clusters Score -493544.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -493616.031250 Penalty: 3005.450439
	Iteration 19Q: 3 clusters Score -493616 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -493682.000000 Penalty: 3005.450439
	Iteration 20F: 3 clusters Score -493682 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -493742.718750 Penalty: 3005.450439
	Iteration 21Q: 3 clusters Score -493742.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -493783.843750 Penalty: 3005.450439
	Iteration 22Q: 3 clusters Score -493783.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -493817.468750 Penalty: 3005.450439
	Iteration 23Q: 3 clusters Score -493817.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -493840.062500 Penalty: 3005.450439
	Iteration 24Q: 3 clusters Score -493840.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -493859.781250 Penalty: 3005.450439
	Iteration 25Q: 3 clusters Score -493859.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -493878.093750 Penalty: 3005.450439
	Iteration 26Q: 3 clusters Score -493878.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -493896.187500 Penalty: 3005.450439
	Iteration 27Q: 3 clusters Score -493896.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -493908.093750 Penalty: 3005.450439
	Iteration 28Q: 3 clusters Score -493908.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -493914.406250 Penalty: 3005.450439
	Iteration 29Q: 3 clusters Score -493914.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -493920.093750 Penalty: 3005.450439
	Iteration 30Q: 3 clusters Score -493920.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -493924.312500 Penalty: 3005.450439
	Iteration 31Q: 3 clusters Score -493924.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -493930.625000 Penalty: 3005.450439
	Iteration 32Q: 3 clusters Score -493930.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -493934.437500 Penalty: 3005.450439
	Iteration 33Q: 3 clusters Score -493934.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -493936.250000 Penalty: 3005.450439
	Iteration 34Q: 3 clusters Score -493936.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -493936.593750 Penalty: 3005.450439
	Iteration 35Q: 3 clusters Score -493936.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -493938.437500 Penalty: 3005.450439
	Iteration 36Q: 3 clusters Score -493938.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -493938.062500 Penalty: 3005.450439
	Iteration 37Q: 3 clusters Score -493938.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -493938.437500 Penalty: 3005.450439
	Iteration 38Q: 3 clusters Score -493938.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -493941.375000 Penalty: 3005.450439
	Iteration 39Q: 3 clusters Score -493941.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -493941.156250 Penalty: 3005.450439
	Iteration 40F: 3 clusters Score -493941.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -493941.687500 Penalty: 3005.450439
	Iteration 41Q: 3 clusters Score -493941.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -493941.875000 Penalty: 3005.450439
	Iteration 42Q: 3 clusters Score -493941.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -493943.000000 Penalty: 3005.450439
	Iteration 43Q: 3 clusters Score -493943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -493944.625000 Penalty: 3005.450439
	Iteration 44Q: 3 clusters Score -493944.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -493944.906250 Penalty: 3005.450439
	Iteration 45Q: 3 clusters Score -493944.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -493944.625000 Penalty: 3005.450439
	Iteration 46Q: 3 clusters Score -493944.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -493944.531250 Penalty: 3005.450439
	Iteration 47Q: 3 clusters Score -493944.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -493944.937500 Penalty: 3005.450439
	Iteration 48Q: 3 clusters Score -493944.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -493945.125000 Penalty: 3005.450439
	Iteration 49Q: 3 clusters Score -493945.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -493945.312500 Penalty: 3005.450439
	Iteration 50Q: 3 clusters Score -493945.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -493945.312500 Penalty: 3005.450439
	Iteration 51F: 3 clusters Score -493945.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Entering Unmasked Estep 
Score: -182873.140625 Penalty: 1341.191772
	Iteration 0F: 2 clusters Score -182873.1 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 1907 members 
Entering Unmasked Estep 
Score: -179567.671875 Penalty: 2682.383545
	Iteration 0F: 3 clusters Score -179567.7 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -180665.078125 Penalty: 2682.383545
	Iteration 1F: 3 clusters Score -180665.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -181120.062500 Penalty: 2682.383545
	Iteration 2F: 3 clusters Score -181120.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -181487.984375 Penalty: 2682.383545
	Iteration 3F: 3 clusters Score -181488 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -181754.796875 Penalty: 2682.383545
	Iteration 4F: 3 clusters Score -181754.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -181969.312500 Penalty: 2682.383545
	Iteration 5F: 3 clusters Score -181969.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -182195.937500 Penalty: 2682.383545
	Iteration 6F: 3 clusters Score -182195.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -182397.031250 Penalty: 2682.383545
	Iteration 7Q: 3 clusters Score -182397 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -182604.703125 Penalty: 2682.383545
	Iteration 8Q: 3 clusters Score -182604.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -182715.593750 Penalty: 2682.383545
	Iteration 9Q: 3 clusters Score -182715.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -182760.593750 Penalty: 2682.383545
	Iteration 10Q: 3 clusters Score -182760.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -182780.515625 Penalty: 2682.383545
	Iteration 11Q: 3 clusters Score -182780.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -182792.000000 Penalty: 2682.383545
	Iteration 12Q: 3 clusters Score -182792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -182799.593750 Penalty: 2682.383545
	Iteration 13Q: 3 clusters Score -182799.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -182804.265625 Penalty: 2682.383545
	Iteration 14Q: 3 clusters Score -182804.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -182807.250000 Penalty: 2682.383545
	Iteration 15Q: 3 clusters Score -182807.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -182808.968750 Penalty: 2682.383545
	Iteration 16Q: 3 clusters Score -182809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -182811.015625 Penalty: 2682.383545
	Iteration 17Q: 3 clusters Score -182811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -182812.937500 Penalty: 2682.383545
	Iteration 18Q: 3 clusters Score -182812.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -182814.109375 Penalty: 2682.383545
	Iteration 19Q: 3 clusters Score -182814.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -182814.421875 Penalty: 2682.383545
	Iteration 20F: 3 clusters Score -182814.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -182814.406250 Penalty: 2682.383545
	Iteration 21Q: 3 clusters Score -182814.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -182814.531250 Penalty: 2682.383545
	Iteration 22Q: 3 clusters Score -182814.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -182815.265625 Penalty: 2682.383545
	Iteration 23Q: 3 clusters Score -182815.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -182815.265625 Penalty: 2682.383545
	Iteration 24F: 3 clusters Score -182815.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -81215.835938 Penalty: 1228.428345
	Iteration 0F: 2 clusters Score -81215.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -79245.531250 Penalty: 2456.856689
	Iteration 0F: 3 clusters Score -79245.53 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -80060.203125 Penalty: 2456.856689
	Iteration 1F: 3 clusters Score -80060.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -80623.070312 Penalty: 2456.856689
	Iteration 2F: 3 clusters Score -80623.07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -81006.312500 Penalty: 2456.856689
	Iteration 3F: 3 clusters Score -81006.31 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -81286.101562 Penalty: 2456.856689
	Iteration 4F: 3 clusters Score -81286.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -81569.554688 Penalty: 2456.856689
	Iteration 5F: 3 clusters Score -81569.55 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -81711.835938 Penalty: 2456.856689
	Iteration 6Q: 3 clusters Score -81711.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -81802.304688 Penalty: 2456.856689
	Iteration 7Q: 3 clusters Score -81802.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -81838.875000 Penalty: 2456.856689
	Iteration 8Q: 3 clusters Score -81838.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -81847.734375 Penalty: 2456.856689
	Iteration 9Q: 3 clusters Score -81847.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -81852.234375 Penalty: 2456.856689
	Iteration 10Q: 3 clusters Score -81852.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -81856.742188 Penalty: 2456.856689
	Iteration 11Q: 3 clusters Score -81856.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -81859.875000 Penalty: 2456.856689
	Iteration 12Q: 3 clusters Score -81859.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -81860.781250 Penalty: 2456.856689
	Iteration 13Q: 3 clusters Score -81860.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -81861.062500 Penalty: 2456.856689
	Iteration 14Q: 3 clusters Score -81861.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -81861.320312 Penalty: 2456.856689
	Iteration 15Q: 3 clusters Score -81861.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -81861.320312 Penalty: 2456.856689
	Iteration 16F: 3 clusters Score -81861.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298058 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72945 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89151 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14480 members 
Mstep: Class 9 contains 59167 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34181 members 
Mstep: Class 12 contains 9293 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12392 members 
Mstep: Class 18 contains 10379 members 
Mstep: Class 19 contains 3841 members 
Mstep: Class 20 contains 879 members 
Mstep: Class 21 contains 10105 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 1040 members 
Entering Unmasked Estep 
Score: -35923792.000000 Penalty: 54738.777344
Splitting cluster 20 changes total score from -35924084.000000 to -35923792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (10105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Entering Unmasked Estep 
Score: -470941.750000 Penalty: 1498.377686
	Iteration 0F: 2 clusters Score -470941.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -463686.500000 Penalty: 2996.755371
	Iteration 0F: 3 clusters Score -463686.5 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -466020.062500 Penalty: 2996.755371
	Iteration 1F: 3 clusters Score -466020.1 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -466283.781250 Penalty: 2996.755371
	Iteration 2F: 3 clusters Score -466283.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -466550.937500 Penalty: 2996.755371
	Iteration 3F: 3 clusters Score -466550.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -466825.843750 Penalty: 2996.755371
	Iteration 4F: 3 clusters Score -466825.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -467125.812500 Penalty: 2996.755371
	Iteration 5F: 3 clusters Score -467125.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -467511.718750 Penalty: 2996.755371
	Iteration 6F: 3 clusters Score -467511.7 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -467956.406250 Penalty: 2996.755371
	Iteration 7F: 3 clusters Score -467956.4 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -468395.500000 Penalty: 2996.755371
	Iteration 8F: 3 clusters Score -468395.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -468755.812500 Penalty: 2996.755371
	Iteration 9Q: 3 clusters Score -468755.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -469016.531250 Penalty: 2996.755371
	Iteration 10Q: 3 clusters Score -469016.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -469209.562500 Penalty: 2996.755371
	Iteration 11Q: 3 clusters Score -469209.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -469345.718750 Penalty: 2996.755371
	Iteration 12Q: 3 clusters Score -469345.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -469443.843750 Penalty: 2996.755371
	Iteration 13Q: 3 clusters Score -469443.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -469510.656250 Penalty: 2996.755371
	Iteration 14Q: 3 clusters Score -469510.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -469553.406250 Penalty: 2996.755371
	Iteration 15Q: 3 clusters Score -469553.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -469581.812500 Penalty: 2996.755371
	Iteration 16Q: 3 clusters Score -469581.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -469599.812500 Penalty: 2996.755371
	Iteration 17Q: 3 clusters Score -469599.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -469612.968750 Penalty: 2996.755371
	Iteration 18Q: 3 clusters Score -469613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -469618.406250 Penalty: 2996.755371
	Iteration 19Q: 3 clusters Score -469618.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -469621.812500 Penalty: 2996.755371
	Iteration 20F: 3 clusters Score -469621.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -469623.093750 Penalty: 2996.755371
	Iteration 21Q: 3 clusters Score -469623.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -469625.312500 Penalty: 2996.755371
	Iteration 22Q: 3 clusters Score -469625.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -469627.375000 Penalty: 2996.755371
	Iteration 23Q: 3 clusters Score -469627.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -469634.281250 Penalty: 2996.755371
	Iteration 24Q: 3 clusters Score -469634.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -469639.406250 Penalty: 2996.755371
	Iteration 25Q: 3 clusters Score -469639.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -469648.062500 Penalty: 2996.755371
	Iteration 26Q: 3 clusters Score -469648.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -469654.781250 Penalty: 2996.755371
	Iteration 27Q: 3 clusters Score -469654.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -469662.062500 Penalty: 2996.755371
	Iteration 28Q: 3 clusters Score -469662.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -469667.750000 Penalty: 2996.755371
	Iteration 29Q: 3 clusters Score -469667.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -469671.343750 Penalty: 2996.755371
	Iteration 30Q: 3 clusters Score -469671.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -469679.343750 Penalty: 2996.755371
	Iteration 31Q: 3 clusters Score -469679.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -469682.687500 Penalty: 2996.755371
	Iteration 32Q: 3 clusters Score -469682.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -469688.781250 Penalty: 2996.755371
	Iteration 33Q: 3 clusters Score -469688.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -469692.031250 Penalty: 2996.755371
	Iteration 34Q: 3 clusters Score -469692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -469697.062500 Penalty: 2996.755371
	Iteration 35Q: 3 clusters Score -469697.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -469699.843750 Penalty: 2996.755371
	Iteration 36Q: 3 clusters Score -469699.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -469704.718750 Penalty: 2996.755371
	Iteration 37Q: 3 clusters Score -469704.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -469706.406250 Penalty: 2996.755371
	Iteration 38Q: 3 clusters Score -469706.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -469708.656250 Penalty: 2996.755371
	Iteration 39Q: 3 clusters Score -469708.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -469711.531250 Penalty: 2996.755371
	Iteration 40F: 3 clusters Score -469711.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -469712.718750 Penalty: 2996.755371
	Iteration 41Q: 3 clusters Score -469712.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -469714.218750 Penalty: 2996.755371
	Iteration 42Q: 3 clusters Score -469714.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -469716.375000 Penalty: 2996.755371
	Iteration 43Q: 3 clusters Score -469716.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -469718.281250 Penalty: 2996.755371
	Iteration 44Q: 3 clusters Score -469718.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -469718.500000 Penalty: 2996.755371
	Iteration 45Q: 3 clusters Score -469718.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -469721.687500 Penalty: 2996.755371
	Iteration 46Q: 3 clusters Score -469721.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -469723.406250 Penalty: 2996.755371
	Iteration 47Q: 3 clusters Score -469723.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -469729.781250 Penalty: 2996.755371
	Iteration 48Q: 3 clusters Score -469729.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -469732.468750 Penalty: 2996.755371
	Iteration 49Q: 3 clusters Score -469732.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -469735.093750 Penalty: 2996.755371
	Iteration 50Q: 3 clusters Score -469735.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -469736.250000 Penalty: 2996.755371
	Iteration 51Q: 3 clusters Score -469736.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -469737.125000 Penalty: 2996.755371
	Iteration 52Q: 3 clusters Score -469737.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -469737.125000 Penalty: 2996.755371
	Iteration 53F: 3 clusters Score -469737.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Entering Unmasked Estep 
Score: -115008.187500 Penalty: 1304.199585
	Iteration 0F: 2 clusters Score -115008.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -112301.109375 Penalty: 2608.399170
	Iteration 0F: 3 clusters Score -112301.1 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -113120.695312 Penalty: 2608.399170
	Iteration 1F: 3 clusters Score -113120.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -113435.234375 Penalty: 2608.399170
	Iteration 2F: 3 clusters Score -113435.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -113688.648438 Penalty: 2608.399170
	Iteration 3F: 3 clusters Score -113688.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -113862.859375 Penalty: 2608.399170
	Iteration 4F: 3 clusters Score -113862.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -113971.101562 Penalty: 2608.399170
	Iteration 5Q: 3 clusters Score -113971.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -114031.382812 Penalty: 2608.399170
	Iteration 6Q: 3 clusters Score -114031.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -114068.421875 Penalty: 2608.399170
	Iteration 7Q: 3 clusters Score -114068.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -114097.750000 Penalty: 2608.399170
	Iteration 8Q: 3 clusters Score -114097.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -114128.406250 Penalty: 2608.399170
	Iteration 9Q: 3 clusters Score -114128.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -114159.203125 Penalty: 2608.399170
	Iteration 10Q: 3 clusters Score -114159.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -114183.164062 Penalty: 2608.399170
	Iteration 11Q: 3 clusters Score -114183.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -114193.492188 Penalty: 2608.399170
	Iteration 12Q: 3 clusters Score -114193.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -114202.000000 Penalty: 2608.399170
	Iteration 13Q: 3 clusters Score -114202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -114209.562500 Penalty: 2608.399170
	Iteration 14Q: 3 clusters Score -114209.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -114217.304688 Penalty: 2608.399170
	Iteration 15Q: 3 clusters Score -114217.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -114223.835938 Penalty: 2608.399170
	Iteration 16Q: 3 clusters Score -114223.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -114228.609375 Penalty: 2608.399170
	Iteration 17Q: 3 clusters Score -114228.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -114234.007812 Penalty: 2608.399170
	Iteration 18Q: 3 clusters Score -114234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -114238.359375 Penalty: 2608.399170
	Iteration 19Q: 3 clusters Score -114238.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -114242.796875 Penalty: 2608.399170
	Iteration 20F: 3 clusters Score -114242.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -114248.875000 Penalty: 2608.399170
	Iteration 21Q: 3 clusters Score -114248.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -114254.281250 Penalty: 2608.399170
	Iteration 22Q: 3 clusters Score -114254.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -114257.593750 Penalty: 2608.399170
	Iteration 23Q: 3 clusters Score -114257.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -114259.804688 Penalty: 2608.399170
	Iteration 24Q: 3 clusters Score -114259.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -114261.421875 Penalty: 2608.399170
	Iteration 25Q: 3 clusters Score -114261.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -114262.796875 Penalty: 2608.399170
	Iteration 26Q: 3 clusters Score -114262.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -114264.625000 Penalty: 2608.399170
	Iteration 27Q: 3 clusters Score -114264.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -114265.671875 Penalty: 2608.399170
	Iteration 28Q: 3 clusters Score -114265.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -114266.257812 Penalty: 2608.399170
	Iteration 29Q: 3 clusters Score -114266.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -114266.664062 Penalty: 2608.399170
	Iteration 30Q: 3 clusters Score -114266.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -114267.765625 Penalty: 2608.399170
	Iteration 31Q: 3 clusters Score -114267.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -114268.148438 Penalty: 2608.399170
	Iteration 32Q: 3 clusters Score -114268.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -114268.148438 Penalty: 2608.399170
	Iteration 33F: 3 clusters Score -114268.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Entering Unmasked Estep 
Score: -319177.593750 Penalty: 1430.091919
	Iteration 0F: 2 clusters Score -319177.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -314179.812500 Penalty: 2860.183838
	Iteration 0F: 3 clusters Score -314179.8 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -315957.406250 Penalty: 2860.183838
	Iteration 1F: 3 clusters Score -315957.4 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -316404.812500 Penalty: 2860.183838
	Iteration 2F: 3 clusters Score -316404.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -316771.437500 Penalty: 2860.183838
	Iteration 3F: 3 clusters Score -316771.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -317074.125000 Penalty: 2860.183838
	Iteration 4F: 3 clusters Score -317074.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -317357.000000 Penalty: 2860.183838
	Iteration 5F: 3 clusters Score -317357 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -317673.437500 Penalty: 2860.183838
	Iteration 6F: 3 clusters Score -317673.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -318022.687500 Penalty: 2860.183838
	Iteration 7Q: 3 clusters Score -318022.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -318256.312500 Penalty: 2860.183838
	Iteration 8Q: 3 clusters Score -318256.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -318387.750000 Penalty: 2860.183838
	Iteration 9Q: 3 clusters Score -318387.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -318465.843750 Penalty: 2860.183838
	Iteration 10Q: 3 clusters Score -318465.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -318528.875000 Penalty: 2860.183838
	Iteration 11Q: 3 clusters Score -318528.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -318575.062500 Penalty: 2860.183838
	Iteration 12Q: 3 clusters Score -318575.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -318621.500000 Penalty: 2860.183838
	Iteration 13Q: 3 clusters Score -318621.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -318658.906250 Penalty: 2860.183838
	Iteration 14Q: 3 clusters Score -318658.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -318685.031250 Penalty: 2860.183838
	Iteration 15Q: 3 clusters Score -318685 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -318714.093750 Penalty: 2860.183838
	Iteration 16Q: 3 clusters Score -318714.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -318733.750000 Penalty: 2860.183838
	Iteration 17Q: 3 clusters Score -318733.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -318753.062500 Penalty: 2860.183838
	Iteration 18Q: 3 clusters Score -318753.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -318771.625000 Penalty: 2860.183838
	Iteration 19Q: 3 clusters Score -318771.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -318786.875000 Penalty: 2860.183838
	Iteration 20F: 3 clusters Score -318786.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -318806.062500 Penalty: 2860.183838
	Iteration 21Q: 3 clusters Score -318806.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -318820.937500 Penalty: 2860.183838
	Iteration 22Q: 3 clusters Score -318820.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -318841.156250 Penalty: 2860.183838
	Iteration 23Q: 3 clusters Score -318841.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -318860.562500 Penalty: 2860.183838
	Iteration 24Q: 3 clusters Score -318860.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -318874.718750 Penalty: 2860.183838
	Iteration 25Q: 3 clusters Score -318874.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -318888.281250 Penalty: 2860.183838
	Iteration 26Q: 3 clusters Score -318888.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -318898.343750 Penalty: 2860.183838
	Iteration 27Q: 3 clusters Score -318898.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -318904.937500 Penalty: 2860.183838
	Iteration 28Q: 3 clusters Score -318904.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -318913.656250 Penalty: 2860.183838
	Iteration 29Q: 3 clusters Score -318913.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -318923.093750 Penalty: 2860.183838
	Iteration 30Q: 3 clusters Score -318923.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -318928.187500 Penalty: 2860.183838
	Iteration 31Q: 3 clusters Score -318928.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -318934.000000 Penalty: 2860.183838
	Iteration 32Q: 3 clusters Score -318934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -318937.187500 Penalty: 2860.183838
	Iteration 33Q: 3 clusters Score -318937.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -318939.656250 Penalty: 2860.183838
	Iteration 34Q: 3 clusters Score -318939.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -318942.656250 Penalty: 2860.183838
	Iteration 35Q: 3 clusters Score -318942.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -318944.343750 Penalty: 2860.183838
	Iteration 36Q: 3 clusters Score -318944.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -318945.218750 Penalty: 2860.183838
	Iteration 37Q: 3 clusters Score -318945.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -318945.093750 Penalty: 2860.183838
	Iteration 38Q: 3 clusters Score -318945.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -318946.281250 Penalty: 2860.183838
	Iteration 39Q: 3 clusters Score -318946.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -318946.906250 Penalty: 2860.183838
	Iteration 40F: 3 clusters Score -318946.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -318947.312500 Penalty: 2860.183838
	Iteration 41Q: 3 clusters Score -318947.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -318947.343750 Penalty: 2860.183838
	Iteration 42Q: 3 clusters Score -318947.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -318946.875000 Penalty: 2860.183838
	Iteration 43Q: 3 clusters Score -318946.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -318946.875000 Penalty: 2860.183838
	Iteration 44Q: 3 clusters Score -318946.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -318948.250000 Penalty: 2860.183838
	Iteration 45Q: 3 clusters Score -318948.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -318947.906250 Penalty: 2860.183838
	Iteration 46Q: 3 clusters Score -318947.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -318947.875000 Penalty: 2860.183838
	Iteration 47Q: 3 clusters Score -318947.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -318948.343750 Penalty: 2860.183838
	Iteration 48Q: 3 clusters Score -318948.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -318949.343750 Penalty: 2860.183838
	Iteration 49Q: 3 clusters Score -318949.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -318949.750000 Penalty: 2860.183838
	Iteration 50Q: 3 clusters Score -318949.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -318950.625000 Penalty: 2860.183838
	Iteration 51Q: 3 clusters Score -318950.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -318951.500000 Penalty: 2860.183838
	Iteration 52Q: 3 clusters Score -318951.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -318952.375000 Penalty: 2860.183838
	Iteration 53Q: 3 clusters Score -318952.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -318953.843750 Penalty: 2860.183838
	Iteration 54Q: 3 clusters Score -318953.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -318953.968750 Penalty: 2860.183838
	Iteration 55Q: 3 clusters Score -318954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -318954.375000 Penalty: 2860.183838
	Iteration 56Q: 3 clusters Score -318954.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -318954.375000 Penalty: 2860.183838
	Iteration 57F: 3 clusters Score -318954.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Entering Unmasked Estep 
Score: -83579.320312 Penalty: 1214.004028
	Iteration 0F: 2 clusters Score -83579.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -81656.773438 Penalty: 2428.008057
	Iteration 0F: 3 clusters Score -81656.77 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -82090.156250 Penalty: 2428.008057
	Iteration 1F: 3 clusters Score -82090.16 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -82210.820312 Penalty: 2428.008057
	Iteration 2F: 3 clusters Score -82210.82 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -82307.062500 Penalty: 2428.008057
	Iteration 3F: 3 clusters Score -82307.06 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -82405.226562 Penalty: 2428.008057
	Iteration 4Q: 3 clusters Score -82405.23 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -82480.179688 Penalty: 2428.008057
	Iteration 5Q: 3 clusters Score -82480.18 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -82557.429688 Penalty: 2428.008057
	Iteration 6Q: 3 clusters Score -82557.43 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -82604.437500 Penalty: 2428.008057
	Iteration 7Q: 3 clusters Score -82604.44 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -82646.367188 Penalty: 2428.008057
	Iteration 8Q: 3 clusters Score -82646.37 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -82691.562500 Penalty: 2428.008057
	Iteration 9Q: 3 clusters Score -82691.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -82717.281250 Penalty: 2428.008057
	Iteration 10Q: 3 clusters Score -82717.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -82742.492188 Penalty: 2428.008057
	Iteration 11Q: 3 clusters Score -82742.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -82763.929688 Penalty: 2428.008057
	Iteration 12Q: 3 clusters Score -82763.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -82780.671875 Penalty: 2428.008057
	Iteration 13Q: 3 clusters Score -82780.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -82788.703125 Penalty: 2428.008057
	Iteration 14Q: 3 clusters Score -82788.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -82794.265625 Penalty: 2428.008057
	Iteration 15Q: 3 clusters Score -82794.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -82795.257812 Penalty: 2428.008057
	Iteration 16Q: 3 clusters Score -82795.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -82795.257812 Penalty: 2428.008057
	Iteration 17F: 3 clusters Score -82795.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298058 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72945 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89151 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14480 members 
Mstep: Class 9 contains 59167 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34181 members 
Mstep: Class 12 contains 9293 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12392 members 
Mstep: Class 18 contains 10379 members 
Mstep: Class 19 contains 3841 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 10105 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924104.000000 Penalty: 52549.226562
Iteration 199Q: 25 clusters Score -3.59241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298054 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72945 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89152 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14480 members 
Mstep: Class 9 contains 59167 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34185 members 
Mstep: Class 12 contains 9293 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12393 members 
Mstep: Class 18 contains 10377 members 
Mstep: Class 19 contains 3841 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 10105 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924116.000000 Penalty: 52549.226562
Iteration 200F: 25 clusters Score -3.592412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298052 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72946 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89152 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14480 members 
Mstep: Class 9 contains 59167 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34186 members 
Mstep: Class 12 contains 9293 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12395 members 
Mstep: Class 18 contains 10375 members 
Mstep: Class 19 contains 3841 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 10105 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924108.000000 Penalty: 52549.226562
Iteration 201Q: 25 clusters Score -3.592411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298048 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72947 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89151 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14480 members 
Mstep: Class 9 contains 59167 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34186 members 
Mstep: Class 12 contains 9293 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12399 members 
Mstep: Class 18 contains 10375 members 
Mstep: Class 19 contains 3841 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 10105 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924108.000000 Penalty: 52549.226562
Iteration 202Q: 25 clusters Score -3.592411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298043 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72946 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89150 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14480 members 
Mstep: Class 9 contains 59167 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34188 members 
Mstep: Class 12 contains 9293 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12403 members 
Mstep: Class 18 contains 10376 members 
Mstep: Class 19 contains 3841 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 10105 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924128.000000 Penalty: 52549.226562
Iteration 203Q: 25 clusters Score -3.592413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298041 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 72947 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89148 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14480 members 
Mstep: Class 9 contains 59167 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34188 members 
Mstep: Class 12 contains 9292 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12406 members 
Mstep: Class 18 contains 10377 members 
Mstep: Class 19 contains 3841 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 10105 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924128.000000 Penalty: 52549.226562
Iteration 204Q: 25 clusters Score -3.592413e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298037 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 72948 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89147 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14481 members 
Mstep: Class 9 contains 59167 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34188 members 
Mstep: Class 12 contains 9292 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12408 members 
Mstep: Class 18 contains 10377 members 
Mstep: Class 19 contains 3841 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 10105 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924128.000000 Penalty: 52549.226562
Iteration 205Q: 25 clusters Score -3.592413e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298035 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 72950 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89146 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14482 members 
Mstep: Class 9 contains 59167 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34188 members 
Mstep: Class 12 contains 9292 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12408 members 
Mstep: Class 18 contains 10377 members 
Mstep: Class 19 contains 3841 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 10105 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924120.000000 Penalty: 52549.226562
Iteration 206Q: 25 clusters Score -3.592412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298034 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 72950 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89145 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14482 members 
Mstep: Class 9 contains 59167 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34189 members 
Mstep: Class 12 contains 9293 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12408 members 
Mstep: Class 18 contains 10377 members 
Mstep: Class 19 contains 3841 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 10105 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924108.000000 Penalty: 52549.226562
Iteration 207Q: 25 clusters Score -3.592411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298033 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 72950 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89145 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14483 members 
Mstep: Class 9 contains 59167 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34189 members 
Mstep: Class 12 contains 9293 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12408 members 
Mstep: Class 18 contains 10377 members 
Mstep: Class 19 contains 3841 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 10105 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924112.000000 Penalty: 52549.226562
Iteration 208Q: 25 clusters Score -3.592411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298033 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 72950 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89146 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14483 members 
Mstep: Class 9 contains 59167 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34189 members 
Mstep: Class 12 contains 9292 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12408 members 
Mstep: Class 18 contains 10377 members 
Mstep: Class 19 contains 3841 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 10105 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924120.000000 Penalty: 52549.226562
Iteration 209Q: 25 clusters Score -3.592412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298033 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 72950 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89147 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14482 members 
Mstep: Class 9 contains 59167 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34189 members 
Mstep: Class 12 contains 9292 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12408 members 
Mstep: Class 18 contains 10377 members 
Mstep: Class 19 contains 3841 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 10105 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924120.000000 Penalty: 52549.226562
Iteration 210Q: 25 clusters Score -3.592412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 298033 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 72950 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89147 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14482 members 
Mstep: Class 9 contains 59167 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34189 members 
Mstep: Class 12 contains 9292 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12408 members 
Mstep: Class 18 contains 10377 members 
Mstep: Class 19 contains 3841 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 10105 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924120.000000 Penalty: 52549.226562
Iteration 211F: 25 clusters Score -3.592412e+07 nChanged 0
Entering ConstructFrom: 
Score: -35924120.000000 Penalty: 52549.226562
Entering ConstructFrom: 
Trying to split cluster 1 (298033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298033 members 
Entering Unmasked Estep 
Score: -15878289.000000 Penalty: 2048.305908
	Iteration 0F: 2 clusters Score -1.587829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149523 members 
Mstep: Class 2 contains 148510 members 
Entering Unmasked Estep 
Score: -15677407.000000 Penalty: 4096.611816
	Iteration 0F: 3 clusters Score -1.567741e+07 nChanged 145349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159682 members 
Mstep: Class 2 contains 138351 members 
Entering Unmasked Estep 
Score: -15765733.000000 Penalty: 4096.611816
	Iteration 1F: 3 clusters Score -1.576573e+07 nChanged 10512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166298 members 
Mstep: Class 2 contains 131735 members 
Entering Unmasked Estep 
Score: -15769404.000000 Penalty: 4096.611816
	Iteration 2Q: 3 clusters Score -1.57694e+07 nChanged 14007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176599 members 
Mstep: Class 2 contains 121434 members 
Entering Unmasked Estep 
Score: -15776255.000000 Penalty: 4096.611816
	Iteration 3Q: 3 clusters Score -1.577626e+07 nChanged 18684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191599 members 
Mstep: Class 2 contains 106434 members 
Entering Unmasked Estep 
Score: -15788647.000000 Penalty: 4096.611816
	Iteration 4F: 3 clusters Score -1.578865e+07 nChanged 23157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211070 members 
Mstep: Class 2 contains 86963 members 
Entering Unmasked Estep 
Score: -15807330.000000 Penalty: 4096.611816
	Iteration 5F: 3 clusters Score -1.580733e+07 nChanged 24075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231863 members 
Mstep: Class 2 contains 66170 members 
Entering Unmasked Estep 
Score: -15828399.000000 Penalty: 4096.611816
	Iteration 6F: 3 clusters Score -1.58284e+07 nChanged 19780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248601 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -15847388.000000 Penalty: 4096.611816
	Iteration 7F: 3 clusters Score -1.584739e+07 nChanged 13761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259086 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -15862400.000000 Penalty: 4096.611816
	Iteration 8Q: 3 clusters Score -1.58624e+07 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263763 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -15871117.000000 Penalty: 4096.611816
	Iteration 9Q: 3 clusters Score -1.587112e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265958 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -15874633.000000 Penalty: 4096.611816
	Iteration 10Q: 3 clusters Score -1.587463e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267558 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -15876337.000000 Penalty: 4096.611816
	Iteration 11Q: 3 clusters Score -1.587634e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268866 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -15877346.000000 Penalty: 4096.611816
	Iteration 12Q: 3 clusters Score -1.587735e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269979 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -15877926.000000 Penalty: 4096.611816
	Iteration 13Q: 3 clusters Score -1.587793e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270934 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -15878290.000000 Penalty: 4096.611816
	Iteration 14Q: 3 clusters Score -1.587829e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271743 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -15878537.000000 Penalty: 4096.611816
	Iteration 15Q: 3 clusters Score -1.587854e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272496 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -15878742.000000 Penalty: 4096.611816
	Iteration 16Q: 3 clusters Score -1.587874e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273186 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -15878885.000000 Penalty: 4096.611816
	Iteration 17Q: 3 clusters Score -1.587888e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273823 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -15879013.000000 Penalty: 4096.611816
	Iteration 18Q: 3 clusters Score -1.587901e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274380 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -15879119.000000 Penalty: 4096.611816
	Iteration 19Q: 3 clusters Score -1.587912e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274879 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -15879221.000000 Penalty: 4096.611816
	Iteration 20F: 3 clusters Score -1.587922e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275328 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -15879316.000000 Penalty: 4096.611816
	Iteration 21Q: 3 clusters Score -1.587932e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275707 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -15879343.000000 Penalty: 4096.611816
	Iteration 22Q: 3 clusters Score -1.587934e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276033 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -15879413.000000 Penalty: 4096.611816
	Iteration 23Q: 3 clusters Score -1.587941e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276336 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -15879470.000000 Penalty: 4096.611816
	Iteration 24Q: 3 clusters Score -1.587947e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276589 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -15879482.000000 Penalty: 4096.611816
	Iteration 25Q: 3 clusters Score -1.587948e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276829 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -15879516.000000 Penalty: 4096.611816
	Iteration 26Q: 3 clusters Score -1.587952e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277049 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -15879521.000000 Penalty: 4096.611816
	Iteration 27Q: 3 clusters Score -1.587952e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277227 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -15879519.000000 Penalty: 4096.611816
	Iteration 28Q: 3 clusters Score -1.587952e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277394 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -15879508.000000 Penalty: 4096.611816
	Iteration 29Q: 3 clusters Score -1.587951e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277565 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -15879551.000000 Penalty: 4096.611816
	Iteration 30Q: 3 clusters Score -1.587955e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277714 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -15879602.000000 Penalty: 4096.611816
	Iteration 31Q: 3 clusters Score -1.58796e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277860 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -15879586.000000 Penalty: 4096.611816
	Iteration 32Q: 3 clusters Score -1.587959e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278009 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -15879587.000000 Penalty: 4096.611816
	Iteration 33Q: 3 clusters Score -1.587959e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278134 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -15879580.000000 Penalty: 4096.611816
	Iteration 34Q: 3 clusters Score -1.587958e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278237 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -15879570.000000 Penalty: 4096.611816
	Iteration 35Q: 3 clusters Score -1.587957e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278345 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -15879592.000000 Penalty: 4096.611816
	Iteration 36Q: 3 clusters Score -1.587959e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278444 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -15879583.000000 Penalty: 4096.611816
	Iteration 37Q: 3 clusters Score -1.587958e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278534 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -15879570.000000 Penalty: 4096.611816
	Iteration 38Q: 3 clusters Score -1.587957e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278605 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -15879594.000000 Penalty: 4096.611816
	Iteration 39Q: 3 clusters Score -1.587959e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278654 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -15879608.000000 Penalty: 4096.611816
	Iteration 40F: 3 clusters Score -1.587961e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278709 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -15879603.000000 Penalty: 4096.611816
	Iteration 41Q: 3 clusters Score -1.58796e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278773 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -15879620.000000 Penalty: 4096.611816
	Iteration 42Q: 3 clusters Score -1.587962e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278833 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -15879637.000000 Penalty: 4096.611816
	Iteration 43Q: 3 clusters Score -1.587964e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278891 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -15879631.000000 Penalty: 4096.611816
	Iteration 44Q: 3 clusters Score -1.587963e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278946 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -15879637.000000 Penalty: 4096.611816
	Iteration 45Q: 3 clusters Score -1.587964e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278999 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -15879663.000000 Penalty: 4096.611816
	Iteration 46Q: 3 clusters Score -1.587966e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279055 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -15879658.000000 Penalty: 4096.611816
	Iteration 47Q: 3 clusters Score -1.587966e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279103 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -15879678.000000 Penalty: 4096.611816
	Iteration 48Q: 3 clusters Score -1.587968e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279153 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -15879653.000000 Penalty: 4096.611816
	Iteration 49Q: 3 clusters Score -1.587965e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279181 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -15879663.000000 Penalty: 4096.611816
	Iteration 50Q: 3 clusters Score -1.587966e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279205 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -15879655.000000 Penalty: 4096.611816
	Iteration 51Q: 3 clusters Score -1.587966e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279224 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -15879659.000000 Penalty: 4096.611816
	Iteration 52Q: 3 clusters Score -1.587966e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279237 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -15879658.000000 Penalty: 4096.611816
	Iteration 53Q: 3 clusters Score -1.587966e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279249 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -15879659.000000 Penalty: 4096.611816
	Iteration 54Q: 3 clusters Score -1.587966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279260 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -15879654.000000 Penalty: 4096.611816
	Iteration 55Q: 3 clusters Score -1.587965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279273 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -15879645.000000 Penalty: 4096.611816
	Iteration 56Q: 3 clusters Score -1.587964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279287 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -15879623.000000 Penalty: 4096.611816
	Iteration 57Q: 3 clusters Score -1.587962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279303 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -15879631.000000 Penalty: 4096.611816
	Iteration 58Q: 3 clusters Score -1.587963e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279319 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -15879634.000000 Penalty: 4096.611816
	Iteration 59Q: 3 clusters Score -1.587963e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279339 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -15879637.000000 Penalty: 4096.611816
	Iteration 60F: 3 clusters Score -1.587964e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279357 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -15879651.000000 Penalty: 4096.611816
	Iteration 61Q: 3 clusters Score -1.587965e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279379 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -15879653.000000 Penalty: 4096.611816
	Iteration 62Q: 3 clusters Score -1.587965e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279399 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -15879648.000000 Penalty: 4096.611816
	Iteration 63Q: 3 clusters Score -1.587965e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279416 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -15879649.000000 Penalty: 4096.611816
	Iteration 64Q: 3 clusters Score -1.587965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279427 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -15879644.000000 Penalty: 4096.611816
	Iteration 65Q: 3 clusters Score -1.587964e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279442 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -15879654.000000 Penalty: 4096.611816
	Iteration 66Q: 3 clusters Score -1.587965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279451 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -15879657.000000 Penalty: 4096.611816
	Iteration 67Q: 3 clusters Score -1.587966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279461 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -15879646.000000 Penalty: 4096.611816
	Iteration 68Q: 3 clusters Score -1.587965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279467 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -15879637.000000 Penalty: 4096.611816
	Iteration 69Q: 3 clusters Score -1.587964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279475 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -15879650.000000 Penalty: 4096.611816
	Iteration 70Q: 3 clusters Score -1.587965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279481 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -15879652.000000 Penalty: 4096.611816
	Iteration 71Q: 3 clusters Score -1.587965e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279490 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -15879648.000000 Penalty: 4096.611816
	Iteration 72Q: 3 clusters Score -1.587965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279501 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -15879646.000000 Penalty: 4096.611816
	Iteration 73Q: 3 clusters Score -1.587965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279509 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -15879647.000000 Penalty: 4096.611816
	Iteration 74Q: 3 clusters Score -1.587965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279517 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -15879648.000000 Penalty: 4096.611816
	Iteration 75Q: 3 clusters Score -1.587965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279528 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -15879652.000000 Penalty: 4096.611816
	Iteration 76Q: 3 clusters Score -1.587965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279539 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -15879656.000000 Penalty: 4096.611816
	Iteration 77Q: 3 clusters Score -1.587966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279546 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -15879666.000000 Penalty: 4096.611816
	Iteration 78Q: 3 clusters Score -1.587967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279553 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -15879675.000000 Penalty: 4096.611816
	Iteration 79Q: 3 clusters Score -1.587968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279557 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -15879670.000000 Penalty: 4096.611816
	Iteration 80F: 3 clusters Score -1.587967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279562 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -15879661.000000 Penalty: 4096.611816
	Iteration 81Q: 3 clusters Score -1.587966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279570 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -15879669.000000 Penalty: 4096.611816
	Iteration 82Q: 3 clusters Score -1.587967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279577 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -15879655.000000 Penalty: 4096.611816
	Iteration 83Q: 3 clusters Score -1.587966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279582 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -15879656.000000 Penalty: 4096.611816
	Iteration 84Q: 3 clusters Score -1.587966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279584 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -15879654.000000 Penalty: 4096.611816
	Iteration 85Q: 3 clusters Score -1.587965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279585 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -15879652.000000 Penalty: 4096.611816
	Iteration 86Q: 3 clusters Score -1.587965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279585 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -15879652.000000 Penalty: 4096.611816
	Iteration 87F: 3 clusters Score -1.587965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 279585 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 72950 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89147 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14482 members 
Mstep: Class 9 contains 59167 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34189 members 
Mstep: Class 12 contains 9292 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12408 members 
Mstep: Class 18 contains 10377 members 
Mstep: Class 19 contains 3841 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 10105 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 18448 members 
Entering Unmasked Estep 
Score: -35924724.000000 Penalty: 54738.777344
Splitting cluster 1 changes total score from -35924120.000000 to -35924724.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 2 (8308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Entering Unmasked Estep 
Score: -416124.500000 Penalty: 1466.558228
	Iteration 0F: 2 clusters Score -416124.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -410131.562500 Penalty: 2933.116455
	Iteration 0F: 3 clusters Score -410131.6 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -412006.250000 Penalty: 2933.116455
	Iteration 1F: 3 clusters Score -412006.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -412261.812500 Penalty: 2933.116455
	Iteration 2F: 3 clusters Score -412261.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -412526.937500 Penalty: 2933.116455
	Iteration 3F: 3 clusters Score -412526.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -412796.031250 Penalty: 2933.116455
	Iteration 4F: 3 clusters Score -412796 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -413148.031250 Penalty: 2933.116455
	Iteration 5F: 3 clusters Score -413148 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -413579.937500 Penalty: 2933.116455
	Iteration 6F: 3 clusters Score -413579.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -414082.687500 Penalty: 2933.116455
	Iteration 7F: 3 clusters Score -414082.7 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -414606.687500 Penalty: 2933.116455
	Iteration 8F: 3 clusters Score -414606.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -414992.812500 Penalty: 2933.116455
	Iteration 9F: 3 clusters Score -414992.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -415252.906250 Penalty: 2933.116455
	Iteration 10Q: 3 clusters Score -415252.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -415404.906250 Penalty: 2933.116455
	Iteration 11Q: 3 clusters Score -415404.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -415490.031250 Penalty: 2933.116455
	Iteration 12Q: 3 clusters Score -415490 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -415536.875000 Penalty: 2933.116455
	Iteration 13Q: 3 clusters Score -415536.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -415566.375000 Penalty: 2933.116455
	Iteration 14Q: 3 clusters Score -415566.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -415588.781250 Penalty: 2933.116455
	Iteration 15Q: 3 clusters Score -415588.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -415604.281250 Penalty: 2933.116455
	Iteration 16Q: 3 clusters Score -415604.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -415616.500000 Penalty: 2933.116455
	Iteration 17Q: 3 clusters Score -415616.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -415622.406250 Penalty: 2933.116455
	Iteration 18Q: 3 clusters Score -415622.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -415627.125000 Penalty: 2933.116455
	Iteration 19Q: 3 clusters Score -415627.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -415631.312500 Penalty: 2933.116455
	Iteration 20F: 3 clusters Score -415631.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -415632.187500 Penalty: 2933.116455
	Iteration 21Q: 3 clusters Score -415632.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -415631.812500 Penalty: 2933.116455
	Iteration 22Q: 3 clusters Score -415631.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -415631.812500 Penalty: 2933.116455
	Iteration 23F: 3 clusters Score -415631.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (72950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72950 members 
Entering Unmasked Estep 
Score: -3899163.500000 Penalty: 1819.598633
	Iteration 0F: 2 clusters Score -3899164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -3850477.500000 Penalty: 3639.197266
	Iteration 0F: 3 clusters Score -3850478 nChanged 34716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -3870594.250000 Penalty: 3639.197266
	Iteration 1F: 3 clusters Score -3870594 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -3871313.500000 Penalty: 3639.197266
	Iteration 2Q: 3 clusters Score -3871314 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -3872134.750000 Penalty: 3639.197266
	Iteration 3Q: 3 clusters Score -3872135 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -3872983.000000 Penalty: 3639.197266
	Iteration 4Q: 3 clusters Score -3872983 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -3874177.000000 Penalty: 3639.197266
	Iteration 5Q: 3 clusters Score -3874177 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -3875856.750000 Penalty: 3639.197266
	Iteration 6Q: 3 clusters Score -3875857 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -3878306.000000 Penalty: 3639.197266
	Iteration 7F: 3 clusters Score -3878306 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 48818 members 
Entering Unmasked Estep 
Score: -3881601.000000 Penalty: 3639.197266
	Iteration 8F: 3 clusters Score -3881601 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 52574 members 
Entering Unmasked Estep 
Score: -3885347.250000 Penalty: 3639.197266
	Iteration 9F: 3 clusters Score -3885347 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 56040 members 
Entering Unmasked Estep 
Score: -3889090.250000 Penalty: 3639.197266
	Iteration 10F: 3 clusters Score -3889090 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 58735 members 
Entering Unmasked Estep 
Score: -3892172.750000 Penalty: 3639.197266
	Iteration 11Q: 3 clusters Score -3892173 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -3894249.750000 Penalty: 3639.197266
	Iteration 12Q: 3 clusters Score -3894250 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 61942 members 
Entering Unmasked Estep 
Score: -3895424.250000 Penalty: 3639.197266
	Iteration 13Q: 3 clusters Score -3895424 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 63008 members 
Entering Unmasked Estep 
Score: -3896240.250000 Penalty: 3639.197266
	Iteration 14Q: 3 clusters Score -3896240 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 63862 members 
Entering Unmasked Estep 
Score: -3896820.250000 Penalty: 3639.197266
	Iteration 15Q: 3 clusters Score -3896820 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 64630 members 
Entering Unmasked Estep 
Score: -3897280.000000 Penalty: 3639.197266
	Iteration 16Q: 3 clusters Score -3897280 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 65278 members 
Entering Unmasked Estep 
Score: -3897589.250000 Penalty: 3639.197266
	Iteration 17Q: 3 clusters Score -3897589 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 65840 members 
Entering Unmasked Estep 
Score: -3897812.250000 Penalty: 3639.197266
	Iteration 18Q: 3 clusters Score -3897812 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 66295 members 
Entering Unmasked Estep 
Score: -3897970.000000 Penalty: 3639.197266
	Iteration 19Q: 3 clusters Score -3897970 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 66728 members 
Entering Unmasked Estep 
Score: -3898133.500000 Penalty: 3639.197266
	Iteration 20F: 3 clusters Score -3898134 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 67098 members 
Entering Unmasked Estep 
Score: -3898248.500000 Penalty: 3639.197266
	Iteration 21Q: 3 clusters Score -3898248 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 67414 members 
Entering Unmasked Estep 
Score: -3898352.000000 Penalty: 3639.197266
	Iteration 22Q: 3 clusters Score -3898352 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 67698 members 
Entering Unmasked Estep 
Score: -3898437.500000 Penalty: 3639.197266
	Iteration 23Q: 3 clusters Score -3898438 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 67952 members 
Entering Unmasked Estep 
Score: -3898500.500000 Penalty: 3639.197266
	Iteration 24Q: 3 clusters Score -3898500 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 68177 members 
Entering Unmasked Estep 
Score: -3898547.750000 Penalty: 3639.197266
	Iteration 25Q: 3 clusters Score -3898548 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 68373 members 
Entering Unmasked Estep 
Score: -3898593.500000 Penalty: 3639.197266
	Iteration 26Q: 3 clusters Score -3898594 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 68545 members 
Entering Unmasked Estep 
Score: -3898627.500000 Penalty: 3639.197266
	Iteration 27Q: 3 clusters Score -3898628 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 68686 members 
Entering Unmasked Estep 
Score: -3898652.500000 Penalty: 3639.197266
	Iteration 28Q: 3 clusters Score -3898652 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 68809 members 
Entering Unmasked Estep 
Score: -3898667.000000 Penalty: 3639.197266
	Iteration 29Q: 3 clusters Score -3898667 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 68925 members 
Entering Unmasked Estep 
Score: -3898682.250000 Penalty: 3639.197266
	Iteration 30Q: 3 clusters Score -3898682 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 69038 members 
Entering Unmasked Estep 
Score: -3898723.000000 Penalty: 3639.197266
	Iteration 31Q: 3 clusters Score -3898723 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 69146 members 
Entering Unmasked Estep 
Score: -3898736.250000 Penalty: 3639.197266
	Iteration 32Q: 3 clusters Score -3898736 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 69224 members 
Entering Unmasked Estep 
Score: -3898751.750000 Penalty: 3639.197266
	Iteration 33Q: 3 clusters Score -3898752 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 69294 members 
Entering Unmasked Estep 
Score: -3898769.500000 Penalty: 3639.197266
	Iteration 34Q: 3 clusters Score -3898770 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 69362 members 
Entering Unmasked Estep 
Score: -3898766.250000 Penalty: 3639.197266
	Iteration 35Q: 3 clusters Score -3898766 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 69419 members 
Entering Unmasked Estep 
Score: -3898778.750000 Penalty: 3639.197266
	Iteration 36Q: 3 clusters Score -3898779 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 69484 members 
Entering Unmasked Estep 
Score: -3898798.250000 Penalty: 3639.197266
	Iteration 37Q: 3 clusters Score -3898798 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 69539 members 
Entering Unmasked Estep 
Score: -3898814.500000 Penalty: 3639.197266
	Iteration 38Q: 3 clusters Score -3898814 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 69600 members 
Entering Unmasked Estep 
Score: -3898841.000000 Penalty: 3639.197266
	Iteration 39Q: 3 clusters Score -3898841 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 69662 members 
Entering Unmasked Estep 
Score: -3898852.750000 Penalty: 3639.197266
	Iteration 40F: 3 clusters Score -3898853 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 69732 members 
Entering Unmasked Estep 
Score: -3898855.000000 Penalty: 3639.197266
	Iteration 41Q: 3 clusters Score -3898855 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 69788 members 
Entering Unmasked Estep 
Score: -3898863.000000 Penalty: 3639.197266
	Iteration 42Q: 3 clusters Score -3898863 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 69836 members 
Entering Unmasked Estep 
Score: -3898885.500000 Penalty: 3639.197266
	Iteration 43Q: 3 clusters Score -3898886 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 69890 members 
Entering Unmasked Estep 
Score: -3898909.500000 Penalty: 3639.197266
	Iteration 44Q: 3 clusters Score -3898910 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 69945 members 
Entering Unmasked Estep 
Score: -3898918.750000 Penalty: 3639.197266
	Iteration 45Q: 3 clusters Score -3898919 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 69988 members 
Entering Unmasked Estep 
Score: -3898927.750000 Penalty: 3639.197266
	Iteration 46Q: 3 clusters Score -3898928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 70025 members 
Entering Unmasked Estep 
Score: -3898938.250000 Penalty: 3639.197266
	Iteration 47Q: 3 clusters Score -3898938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 70053 members 
Entering Unmasked Estep 
Score: -3898949.750000 Penalty: 3639.197266
	Iteration 48Q: 3 clusters Score -3898950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 70078 members 
Entering Unmasked Estep 
Score: -3898946.500000 Penalty: 3639.197266
	Iteration 49Q: 3 clusters Score -3898946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 70095 members 
Entering Unmasked Estep 
Score: -3898947.250000 Penalty: 3639.197266
	Iteration 50Q: 3 clusters Score -3898947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 70111 members 
Entering Unmasked Estep 
Score: -3898940.750000 Penalty: 3639.197266
	Iteration 51Q: 3 clusters Score -3898941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 70125 members 
Entering Unmasked Estep 
Score: -3898950.500000 Penalty: 3639.197266
	Iteration 52Q: 3 clusters Score -3898950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 70137 members 
Entering Unmasked Estep 
Score: -3898953.000000 Penalty: 3639.197266
	Iteration 53Q: 3 clusters Score -3898953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 70151 members 
Entering Unmasked Estep 
Score: -3898957.000000 Penalty: 3639.197266
	Iteration 54Q: 3 clusters Score -3898957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 70161 members 
Entering Unmasked Estep 
Score: -3898957.250000 Penalty: 3639.197266
	Iteration 55Q: 3 clusters Score -3898957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 70171 members 
Entering Unmasked Estep 
Score: -3898959.250000 Penalty: 3639.197266
	Iteration 56Q: 3 clusters Score -3898959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 70183 members 
Entering Unmasked Estep 
Score: -3898958.250000 Penalty: 3639.197266
	Iteration 57Q: 3 clusters Score -3898958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 70199 members 
Entering Unmasked Estep 
Score: -3898965.500000 Penalty: 3639.197266
	Iteration 58Q: 3 clusters Score -3898966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 70218 members 
Entering Unmasked Estep 
Score: -3898973.500000 Penalty: 3639.197266
	Iteration 59Q: 3 clusters Score -3898974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 70233 members 
Entering Unmasked Estep 
Score: -3898964.500000 Penalty: 3639.197266
	Iteration 60F: 3 clusters Score -3898964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 70248 members 
Entering Unmasked Estep 
Score: -3898974.000000 Penalty: 3639.197266
	Iteration 61Q: 3 clusters Score -3898974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 70261 members 
Entering Unmasked Estep 
Score: -3898973.750000 Penalty: 3639.197266
	Iteration 62Q: 3 clusters Score -3898974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 70274 members 
Entering Unmasked Estep 
Score: -3898977.250000 Penalty: 3639.197266
	Iteration 63Q: 3 clusters Score -3898977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 70289 members 
Entering Unmasked Estep 
Score: -3898979.250000 Penalty: 3639.197266
	Iteration 64Q: 3 clusters Score -3898979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 70299 members 
Entering Unmasked Estep 
Score: -3898981.750000 Penalty: 3639.197266
	Iteration 65Q: 3 clusters Score -3898982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 70309 members 
Entering Unmasked Estep 
Score: -3898984.750000 Penalty: 3639.197266
	Iteration 66Q: 3 clusters Score -3898985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 70321 members 
Entering Unmasked Estep 
Score: -3898986.250000 Penalty: 3639.197266
	Iteration 67Q: 3 clusters Score -3898986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 70333 members 
Entering Unmasked Estep 
Score: -3898986.250000 Penalty: 3639.197266
	Iteration 68Q: 3 clusters Score -3898986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 70336 members 
Entering Unmasked Estep 
Score: -3898984.000000 Penalty: 3639.197266
	Iteration 69Q: 3 clusters Score -3898984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 70337 members 
Entering Unmasked Estep 
Score: -3898983.000000 Penalty: 3639.197266
	Iteration 70Q: 3 clusters Score -3898983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 70338 members 
Entering Unmasked Estep 
Score: -3898984.000000 Penalty: 3639.197266
	Iteration 71Q: 3 clusters Score -3898984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 70340 members 
Entering Unmasked Estep 
Score: -3898986.000000 Penalty: 3639.197266
	Iteration 72Q: 3 clusters Score -3898986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 70341 members 
Entering Unmasked Estep 
Score: -3898980.000000 Penalty: 3639.197266
	Iteration 73Q: 3 clusters Score -3898980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 70342 members 
Entering Unmasked Estep 
Score: -3898981.000000 Penalty: 3639.197266
	Iteration 74Q: 3 clusters Score -3898981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 70342 members 
Entering Unmasked Estep 
Score: -3898981.000000 Penalty: 3639.197266
	Iteration 75F: 3 clusters Score -3898981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Entering Unmasked Estep 
Score: -1488589.375000 Penalty: 1667.046265
	Iteration 0F: 2 clusters Score -1488589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1469395.250000 Penalty: 3334.092529
	Iteration 0F: 3 clusters Score -1469395 nChanged 13216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1476682.625000 Penalty: 3334.092529
	Iteration 1F: 3 clusters Score -1476683 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -1477365.625000 Penalty: 3334.092529
	Iteration 2F: 3 clusters Score -1477366 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -1478443.000000 Penalty: 3334.092529
	Iteration 3F: 3 clusters Score -1478443 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -1480074.750000 Penalty: 3334.092529
	Iteration 4F: 3 clusters Score -1480075 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -1482150.875000 Penalty: 3334.092529
	Iteration 5F: 3 clusters Score -1482151 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -1484032.750000 Penalty: 3334.092529
	Iteration 6F: 3 clusters Score -1484033 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -1485198.875000 Penalty: 3334.092529
	Iteration 7F: 3 clusters Score -1485199 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -1485828.625000 Penalty: 3334.092529
	Iteration 8Q: 3 clusters Score -1485829 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -1486209.500000 Penalty: 3334.092529
	Iteration 9Q: 3 clusters Score -1486210 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -1486478.625000 Penalty: 3334.092529
	Iteration 10Q: 3 clusters Score -1486479 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -1486655.000000 Penalty: 3334.092529
	Iteration 11Q: 3 clusters Score -1486655 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -1486788.125000 Penalty: 3334.092529
	Iteration 12Q: 3 clusters Score -1486788 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -1486896.500000 Penalty: 3334.092529
	Iteration 13Q: 3 clusters Score -1486896 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -1486989.000000 Penalty: 3334.092529
	Iteration 14Q: 3 clusters Score -1486989 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -1487049.375000 Penalty: 3334.092529
	Iteration 15Q: 3 clusters Score -1487049 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -1487100.625000 Penalty: 3334.092529
	Iteration 16Q: 3 clusters Score -1487101 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -1487140.500000 Penalty: 3334.092529
	Iteration 17Q: 3 clusters Score -1487140 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -1487176.000000 Penalty: 3334.092529
	Iteration 18Q: 3 clusters Score -1487176 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -1487198.625000 Penalty: 3334.092529
	Iteration 19Q: 3 clusters Score -1487199 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -1487219.000000 Penalty: 3334.092529
	Iteration 20F: 3 clusters Score -1487219 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -1487237.625000 Penalty: 3334.092529
	Iteration 21Q: 3 clusters Score -1487238 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -1487244.625000 Penalty: 3334.092529
	Iteration 22Q: 3 clusters Score -1487245 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -1487254.375000 Penalty: 3334.092529
	Iteration 23Q: 3 clusters Score -1487254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -1487258.000000 Penalty: 3334.092529
	Iteration 24Q: 3 clusters Score -1487258 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -1487262.375000 Penalty: 3334.092529
	Iteration 25Q: 3 clusters Score -1487262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -1487278.500000 Penalty: 3334.092529
	Iteration 26Q: 3 clusters Score -1487278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -1487285.500000 Penalty: 3334.092529
	Iteration 27Q: 3 clusters Score -1487286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -1487291.500000 Penalty: 3334.092529
	Iteration 28Q: 3 clusters Score -1487292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -1487296.625000 Penalty: 3334.092529
	Iteration 29Q: 3 clusters Score -1487297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -1487302.625000 Penalty: 3334.092529
	Iteration 30Q: 3 clusters Score -1487303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -1487308.250000 Penalty: 3334.092529
	Iteration 31Q: 3 clusters Score -1487308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -1487309.875000 Penalty: 3334.092529
	Iteration 32Q: 3 clusters Score -1487310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -1487314.625000 Penalty: 3334.092529
	Iteration 33Q: 3 clusters Score -1487315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -1487313.500000 Penalty: 3334.092529
	Iteration 34Q: 3 clusters Score -1487314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -1487319.875000 Penalty: 3334.092529
	Iteration 35Q: 3 clusters Score -1487320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -1487320.500000 Penalty: 3334.092529
	Iteration 36Q: 3 clusters Score -1487320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -1487322.375000 Penalty: 3334.092529
	Iteration 37Q: 3 clusters Score -1487322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -1487320.625000 Penalty: 3334.092529
	Iteration 38Q: 3 clusters Score -1487321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -1487321.875000 Penalty: 3334.092529
	Iteration 39Q: 3 clusters Score -1487322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -1487324.750000 Penalty: 3334.092529
	Iteration 40F: 3 clusters Score -1487325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -1487326.500000 Penalty: 3334.092529
	Iteration 41Q: 3 clusters Score -1487326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -1487327.375000 Penalty: 3334.092529
	Iteration 42Q: 3 clusters Score -1487327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -1487328.000000 Penalty: 3334.092529
	Iteration 43Q: 3 clusters Score -1487328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -1487327.125000 Penalty: 3334.092529
	Iteration 44Q: 3 clusters Score -1487327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -1487326.500000 Penalty: 3334.092529
	Iteration 45Q: 3 clusters Score -1487326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -1487326.500000 Penalty: 3334.092529
	Iteration 46F: 3 clusters Score -1487326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (89147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89147 members 
Entering Unmasked Estep 
Score: -4736983.000000 Penalty: 1852.181763
	Iteration 0F: 2 clusters Score -4736983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -4677457.000000 Penalty: 3704.363525
	Iteration 0F: 3 clusters Score -4677457 nChanged 42201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -4702682.000000 Penalty: 3704.363525
	Iteration 1F: 3 clusters Score -4702682 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -4703952.000000 Penalty: 3704.363525
	Iteration 2Q: 3 clusters Score -4703952 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -4705779.000000 Penalty: 3704.363525
	Iteration 3Q: 3 clusters Score -4705779 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -4708631.000000 Penalty: 3704.363525
	Iteration 4F: 3 clusters Score -4708631 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61075 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -4712741.500000 Penalty: 3704.363525
	Iteration 5F: 3 clusters Score -4712742 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -4717965.000000 Penalty: 3704.363525
	Iteration 6F: 3 clusters Score -4717965 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72021 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -4723149.000000 Penalty: 3704.363525
	Iteration 7F: 3 clusters Score -4723149 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76227 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -4727144.000000 Penalty: 3704.363525
	Iteration 8F: 3 clusters Score -4727144 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -4729906.000000 Penalty: 3704.363525
	Iteration 9Q: 3 clusters Score -4729906 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81516 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -4731829.000000 Penalty: 3704.363525
	Iteration 10Q: 3 clusters Score -4731829 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83119 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -4733141.000000 Penalty: 3704.363525
	Iteration 11Q: 3 clusters Score -4733141 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84294 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -4734169.000000 Penalty: 3704.363525
	Iteration 12Q: 3 clusters Score -4734169 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85068 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -4734889.500000 Penalty: 3704.363525
	Iteration 13Q: 3 clusters Score -4734890 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85545 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -4735315.500000 Penalty: 3704.363525
	Iteration 14Q: 3 clusters Score -4735316 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85816 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -4735568.000000 Penalty: 3704.363525
	Iteration 15Q: 3 clusters Score -4735568 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86006 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -4735688.000000 Penalty: 3704.363525
	Iteration 16Q: 3 clusters Score -4735688 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86140 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -4735753.000000 Penalty: 3704.363525
	Iteration 17Q: 3 clusters Score -4735753 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86237 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -4735817.500000 Penalty: 3704.363525
	Iteration 18Q: 3 clusters Score -4735818 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86318 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -4735852.500000 Penalty: 3704.363525
	Iteration 19Q: 3 clusters Score -4735852 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86389 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4735880.500000 Penalty: 3704.363525
	Iteration 20F: 3 clusters Score -4735880 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86449 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4735917.000000 Penalty: 3704.363525
	Iteration 21Q: 3 clusters Score -4735917 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86519 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4735941.000000 Penalty: 3704.363525
	Iteration 22Q: 3 clusters Score -4735941 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86581 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -4735952.000000 Penalty: 3704.363525
	Iteration 23Q: 3 clusters Score -4735952 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86619 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4735963.500000 Penalty: 3704.363525
	Iteration 24Q: 3 clusters Score -4735964 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86646 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4735964.500000 Penalty: 3704.363525
	Iteration 25Q: 3 clusters Score -4735964 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86682 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -4735977.000000 Penalty: 3704.363525
	Iteration 26Q: 3 clusters Score -4735977 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86717 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -4735987.500000 Penalty: 3704.363525
	Iteration 27Q: 3 clusters Score -4735988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86748 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4735999.500000 Penalty: 3704.363525
	Iteration 28Q: 3 clusters Score -4736000 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86772 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4736009.500000 Penalty: 3704.363525
	Iteration 29Q: 3 clusters Score -4736010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86800 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -4736018.000000 Penalty: 3704.363525
	Iteration 30Q: 3 clusters Score -4736018 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86830 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4736015.000000 Penalty: 3704.363525
	Iteration 31Q: 3 clusters Score -4736015 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86857 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -4736016.000000 Penalty: 3704.363525
	Iteration 32Q: 3 clusters Score -4736016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86882 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -4736034.500000 Penalty: 3704.363525
	Iteration 33Q: 3 clusters Score -4736034 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86909 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -4736056.000000 Penalty: 3704.363525
	Iteration 34Q: 3 clusters Score -4736056 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86936 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -4736060.000000 Penalty: 3704.363525
	Iteration 35Q: 3 clusters Score -4736060 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86966 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4736080.500000 Penalty: 3704.363525
	Iteration 36Q: 3 clusters Score -4736080 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86988 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4736112.500000 Penalty: 3704.363525
	Iteration 37Q: 3 clusters Score -4736112 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87016 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -4736146.500000 Penalty: 3704.363525
	Iteration 38Q: 3 clusters Score -4736146 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87054 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4736188.000000 Penalty: 3704.363525
	Iteration 39Q: 3 clusters Score -4736188 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87068 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4736243.500000 Penalty: 3704.363525
	Iteration 40F: 3 clusters Score -4736244 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87079 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4736288.000000 Penalty: 3704.363525
	Iteration 41Q: 3 clusters Score -4736288 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87077 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -4736344.000000 Penalty: 3704.363525
	Iteration 42Q: 3 clusters Score -4736344 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87056 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4736395.500000 Penalty: 3704.363525
	Iteration 43Q: 3 clusters Score -4736396 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87030 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -4736450.500000 Penalty: 3704.363525
	Iteration 44Q: 3 clusters Score -4736450 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87000 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4736513.500000 Penalty: 3704.363525
	Iteration 45Q: 3 clusters Score -4736514 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86969 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4736569.000000 Penalty: 3704.363525
	Iteration 46Q: 3 clusters Score -4736569 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86921 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4736625.500000 Penalty: 3704.363525
	Iteration 47Q: 3 clusters Score -4736626 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86864 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4736659.500000 Penalty: 3704.363525
	Iteration 48Q: 3 clusters Score -4736660 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86810 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -4736682.000000 Penalty: 3704.363525
	Iteration 49Q: 3 clusters Score -4736682 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86769 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4736699.500000 Penalty: 3704.363525
	Iteration 50Q: 3 clusters Score -4736700 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86732 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4736727.500000 Penalty: 3704.363525
	Iteration 51Q: 3 clusters Score -4736728 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86691 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -4736733.000000 Penalty: 3704.363525
	Iteration 52Q: 3 clusters Score -4736733 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86676 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4736731.500000 Penalty: 3704.363525
	Iteration 53Q: 3 clusters Score -4736732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86659 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -4736736.000000 Penalty: 3704.363525
	Iteration 54Q: 3 clusters Score -4736736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86648 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4736754.000000 Penalty: 3704.363525
	Iteration 55Q: 3 clusters Score -4736754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86646 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4736744.000000 Penalty: 3704.363525
	Iteration 56Q: 3 clusters Score -4736744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86641 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4736751.000000 Penalty: 3704.363525
	Iteration 57Q: 3 clusters Score -4736751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86639 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -4736753.000000 Penalty: 3704.363525
	Iteration 58Q: 3 clusters Score -4736753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86639 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -4736763.500000 Penalty: 3704.363525
	Iteration 59Q: 3 clusters Score -4736764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86629 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4736762.500000 Penalty: 3704.363525
	Iteration 60F: 3 clusters Score -4736762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86619 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4736757.000000 Penalty: 3704.363525
	Iteration 61Q: 3 clusters Score -4736757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86609 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -4736766.500000 Penalty: 3704.363525
	Iteration 62Q: 3 clusters Score -4736766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86601 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -4736764.500000 Penalty: 3704.363525
	Iteration 63Q: 3 clusters Score -4736764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86597 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4736765.500000 Penalty: 3704.363525
	Iteration 64Q: 3 clusters Score -4736766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86590 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -4736771.000000 Penalty: 3704.363525
	Iteration 65Q: 3 clusters Score -4736771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86585 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4736771.500000 Penalty: 3704.363525
	Iteration 66Q: 3 clusters Score -4736772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86580 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -4736772.000000 Penalty: 3704.363525
	Iteration 67Q: 3 clusters Score -4736772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86578 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4736775.000000 Penalty: 3704.363525
	Iteration 68Q: 3 clusters Score -4736775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86574 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -4736772.000000 Penalty: 3704.363525
	Iteration 69Q: 3 clusters Score -4736772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86573 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4736777.000000 Penalty: 3704.363525
	Iteration 70Q: 3 clusters Score -4736777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86573 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4736779.000000 Penalty: 3704.363525
	Iteration 71Q: 3 clusters Score -4736779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86574 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -4736778.500000 Penalty: 3704.363525
	Iteration 72Q: 3 clusters Score -4736778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86570 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -4736779.000000 Penalty: 3704.363525
	Iteration 73Q: 3 clusters Score -4736779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86562 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -4736786.500000 Penalty: 3704.363525
	Iteration 74Q: 3 clusters Score -4736786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86554 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -4736784.500000 Penalty: 3704.363525
	Iteration 75Q: 3 clusters Score -4736784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86551 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -4736783.000000 Penalty: 3704.363525
	Iteration 76Q: 3 clusters Score -4736783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86552 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -4736780.000000 Penalty: 3704.363525
	Iteration 77Q: 3 clusters Score -4736780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86549 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4736786.000000 Penalty: 3704.363525
	Iteration 78Q: 3 clusters Score -4736786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86549 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4736786.000000 Penalty: 3704.363525
	Iteration 79F: 3 clusters Score -4736786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Entering Unmasked Estep 
Score: -400784.656250 Penalty: 1448.954102
	Iteration 0F: 2 clusters Score -400784.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -395221.812500 Penalty: 2897.908203
	Iteration 0F: 3 clusters Score -395221.8 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -396854.968750 Penalty: 2897.908203
	Iteration 1F: 3 clusters Score -396855 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -397039.562500 Penalty: 2897.908203
	Iteration 2F: 3 clusters Score -397039.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -397169.343750 Penalty: 2897.908203
	Iteration 3Q: 3 clusters Score -397169.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -397272.687500 Penalty: 2897.908203
	Iteration 4Q: 3 clusters Score -397272.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -397352.281250 Penalty: 2897.908203
	Iteration 5Q: 3 clusters Score -397352.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -397459.687500 Penalty: 2897.908203
	Iteration 6Q: 3 clusters Score -397459.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -397590.968750 Penalty: 2897.908203
	Iteration 7Q: 3 clusters Score -397591 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -397751.437500 Penalty: 2897.908203
	Iteration 8Q: 3 clusters Score -397751.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -397932.312500 Penalty: 2897.908203
	Iteration 9Q: 3 clusters Score -397932.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -398169.437500 Penalty: 2897.908203
	Iteration 10Q: 3 clusters Score -398169.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -398463.625000 Penalty: 2897.908203
	Iteration 11F: 3 clusters Score -398463.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -398776.812500 Penalty: 2897.908203
	Iteration 12Q: 3 clusters Score -398776.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -399034.156250 Penalty: 2897.908203
	Iteration 13Q: 3 clusters Score -399034.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -399200.750000 Penalty: 2897.908203
	Iteration 14Q: 3 clusters Score -399200.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -399306.468750 Penalty: 2897.908203
	Iteration 15Q: 3 clusters Score -399306.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -399388.500000 Penalty: 2897.908203
	Iteration 16Q: 3 clusters Score -399388.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -399439.125000 Penalty: 2897.908203
	Iteration 17Q: 3 clusters Score -399439.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -399468.562500 Penalty: 2897.908203
	Iteration 18Q: 3 clusters Score -399468.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -399493.031250 Penalty: 2897.908203
	Iteration 19Q: 3 clusters Score -399493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -399501.437500 Penalty: 2897.908203
	Iteration 20F: 3 clusters Score -399501.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -399508.781250 Penalty: 2897.908203
	Iteration 21Q: 3 clusters Score -399508.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -399514.093750 Penalty: 2897.908203
	Iteration 22Q: 3 clusters Score -399514.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -399515.187500 Penalty: 2897.908203
	Iteration 23Q: 3 clusters Score -399515.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -399518.718750 Penalty: 2897.908203
	Iteration 24Q: 3 clusters Score -399518.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -399521.562500 Penalty: 2897.908203
	Iteration 25Q: 3 clusters Score -399521.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -399525.468750 Penalty: 2897.908203
	Iteration 26Q: 3 clusters Score -399525.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -399527.250000 Penalty: 2897.908203
	Iteration 27Q: 3 clusters Score -399527.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -399530.750000 Penalty: 2897.908203
	Iteration 28Q: 3 clusters Score -399530.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -399531.906250 Penalty: 2897.908203
	Iteration 29Q: 3 clusters Score -399531.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -399534.687500 Penalty: 2897.908203
	Iteration 30Q: 3 clusters Score -399534.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -399537.343750 Penalty: 2897.908203
	Iteration 31Q: 3 clusters Score -399537.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -399537.031250 Penalty: 2897.908203
	Iteration 32Q: 3 clusters Score -399537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -399537.031250 Penalty: 2897.908203
	Iteration 33F: 3 clusters Score -399537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Entering Unmasked Estep 
Score: -170670.562500 Penalty: 1318.285767
	Iteration 0F: 2 clusters Score -170670.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -167742.500000 Penalty: 2636.571533
	Iteration 0F: 3 clusters Score -167742.5 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -168408.046875 Penalty: 2636.571533
	Iteration 1F: 3 clusters Score -168408 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -168528.562500 Penalty: 2636.571533
	Iteration 2F: 3 clusters Score -168528.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -168619.156250 Penalty: 2636.571533
	Iteration 3Q: 3 clusters Score -168619.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -168675.531250 Penalty: 2636.571533
	Iteration 4Q: 3 clusters Score -168675.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -168723.062500 Penalty: 2636.571533
	Iteration 5Q: 3 clusters Score -168723.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -168775.078125 Penalty: 2636.571533
	Iteration 6Q: 3 clusters Score -168775.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -168822.484375 Penalty: 2636.571533
	Iteration 7Q: 3 clusters Score -168822.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -168869.250000 Penalty: 2636.571533
	Iteration 8Q: 3 clusters Score -168869.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -168923.890625 Penalty: 2636.571533
	Iteration 9Q: 3 clusters Score -168923.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -168978.546875 Penalty: 2636.571533
	Iteration 10Q: 3 clusters Score -168978.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -169048.812500 Penalty: 2636.571533
	Iteration 11Q: 3 clusters Score -169048.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -169146.515625 Penalty: 2636.571533
	Iteration 12Q: 3 clusters Score -169146.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -169246.890625 Penalty: 2636.571533
	Iteration 13Q: 3 clusters Score -169246.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -169356.328125 Penalty: 2636.571533
	Iteration 14Q: 3 clusters Score -169356.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -169447.562500 Penalty: 2636.571533
	Iteration 15Q: 3 clusters Score -169447.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -169512.484375 Penalty: 2636.571533
	Iteration 16Q: 3 clusters Score -169512.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -169563.515625 Penalty: 2636.571533
	Iteration 17Q: 3 clusters Score -169563.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -169600.140625 Penalty: 2636.571533
	Iteration 18Q: 3 clusters Score -169600.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -169635.281250 Penalty: 2636.571533
	Iteration 19Q: 3 clusters Score -169635.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -169681.171875 Penalty: 2636.571533
	Iteration 20F: 3 clusters Score -169681.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -169711.859375 Penalty: 2636.571533
	Iteration 21Q: 3 clusters Score -169711.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -169735.156250 Penalty: 2636.571533
	Iteration 22Q: 3 clusters Score -169735.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -169749.515625 Penalty: 2636.571533
	Iteration 23Q: 3 clusters Score -169749.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -169760.906250 Penalty: 2636.571533
	Iteration 24Q: 3 clusters Score -169760.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -169770.015625 Penalty: 2636.571533
	Iteration 25Q: 3 clusters Score -169770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -169773.078125 Penalty: 2636.571533
	Iteration 26Q: 3 clusters Score -169773.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -169773.781250 Penalty: 2636.571533
	Iteration 27Q: 3 clusters Score -169773.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -169773.703125 Penalty: 2636.571533
	Iteration 28Q: 3 clusters Score -169773.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -169774.343750 Penalty: 2636.571533
	Iteration 29Q: 3 clusters Score -169774.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -169775.546875 Penalty: 2636.571533
	Iteration 30Q: 3 clusters Score -169775.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -169775.656250 Penalty: 2636.571533
	Iteration 31Q: 3 clusters Score -169775.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -169776.375000 Penalty: 2636.571533
	Iteration 32Q: 3 clusters Score -169776.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -169776.375000 Penalty: 2636.571533
	Iteration 33F: 3 clusters Score -169776.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Entering Unmasked Estep 
Score: -788313.312500 Penalty: 1556.857544
	Iteration 0F: 2 clusters Score -788313.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -778263.375000 Penalty: 3113.715088
	Iteration 0F: 3 clusters Score -778263.4 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -781707.750000 Penalty: 3113.715088
	Iteration 1F: 3 clusters Score -781707.8 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -782066.875000 Penalty: 3113.715088
	Iteration 2F: 3 clusters Score -782066.9 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -782406.062500 Penalty: 3113.715088
	Iteration 3F: 3 clusters Score -782406.1 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -782748.562500 Penalty: 3113.715088
	Iteration 4Q: 3 clusters Score -782748.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -783157.500000 Penalty: 3113.715088
	Iteration 5Q: 3 clusters Score -783157.5 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -783660.000000 Penalty: 3113.715088
	Iteration 6Q: 3 clusters Score -783660 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -784178.687500 Penalty: 3113.715088
	Iteration 7F: 3 clusters Score -784178.7 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -784628.500000 Penalty: 3113.715088
	Iteration 8Q: 3 clusters Score -784628.5 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -784963.125000 Penalty: 3113.715088
	Iteration 9Q: 3 clusters Score -784963.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -785195.125000 Penalty: 3113.715088
	Iteration 10Q: 3 clusters Score -785195.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -785333.500000 Penalty: 3113.715088
	Iteration 11Q: 3 clusters Score -785333.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -785432.750000 Penalty: 3113.715088
	Iteration 12Q: 3 clusters Score -785432.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -785513.937500 Penalty: 3113.715088
	Iteration 13Q: 3 clusters Score -785513.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -785581.312500 Penalty: 3113.715088
	Iteration 14Q: 3 clusters Score -785581.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -785653.062500 Penalty: 3113.715088
	Iteration 15Q: 3 clusters Score -785653.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -785726.687500 Penalty: 3113.715088
	Iteration 16Q: 3 clusters Score -785726.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -785794.375000 Penalty: 3113.715088
	Iteration 17Q: 3 clusters Score -785794.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -785881.812500 Penalty: 3113.715088
	Iteration 18Q: 3 clusters Score -785881.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -785958.062500 Penalty: 3113.715088
	Iteration 19Q: 3 clusters Score -785958.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -786016.375000 Penalty: 3113.715088
	Iteration 20F: 3 clusters Score -786016.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -786085.500000 Penalty: 3113.715088
	Iteration 21Q: 3 clusters Score -786085.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -786157.875000 Penalty: 3113.715088
	Iteration 22Q: 3 clusters Score -786157.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -786214.437500 Penalty: 3113.715088
	Iteration 23Q: 3 clusters Score -786214.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -786275.250000 Penalty: 3113.715088
	Iteration 24Q: 3 clusters Score -786275.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -786330.875000 Penalty: 3113.715088
	Iteration 25Q: 3 clusters Score -786330.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -786377.000000 Penalty: 3113.715088
	Iteration 26Q: 3 clusters Score -786377 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -786417.562500 Penalty: 3113.715088
	Iteration 27Q: 3 clusters Score -786417.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -786454.500000 Penalty: 3113.715088
	Iteration 28Q: 3 clusters Score -786454.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -786500.875000 Penalty: 3113.715088
	Iteration 29Q: 3 clusters Score -786500.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -786552.875000 Penalty: 3113.715088
	Iteration 30Q: 3 clusters Score -786552.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -786612.437500 Penalty: 3113.715088
	Iteration 31Q: 3 clusters Score -786612.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -786676.937500 Penalty: 3113.715088
	Iteration 32Q: 3 clusters Score -786676.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -786723.625000 Penalty: 3113.715088
	Iteration 33Q: 3 clusters Score -786723.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -786756.937500 Penalty: 3113.715088
	Iteration 34Q: 3 clusters Score -786756.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -786791.500000 Penalty: 3113.715088
	Iteration 35Q: 3 clusters Score -786791.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -786831.437500 Penalty: 3113.715088
	Iteration 36Q: 3 clusters Score -786831.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -786863.125000 Penalty: 3113.715088
	Iteration 37Q: 3 clusters Score -786863.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -786890.187500 Penalty: 3113.715088
	Iteration 38Q: 3 clusters Score -786890.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -786905.812500 Penalty: 3113.715088
	Iteration 39Q: 3 clusters Score -786905.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -786915.750000 Penalty: 3113.715088
	Iteration 40F: 3 clusters Score -786915.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -786917.937500 Penalty: 3113.715088
	Iteration 41Q: 3 clusters Score -786917.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -786920.187500 Penalty: 3113.715088
	Iteration 42Q: 3 clusters Score -786920.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -786924.437500 Penalty: 3113.715088
	Iteration 43Q: 3 clusters Score -786924.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -786928.000000 Penalty: 3113.715088
	Iteration 44Q: 3 clusters Score -786928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -786930.375000 Penalty: 3113.715088
	Iteration 45Q: 3 clusters Score -786930.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -786934.000000 Penalty: 3113.715088
	Iteration 46Q: 3 clusters Score -786934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -786938.000000 Penalty: 3113.715088
	Iteration 47Q: 3 clusters Score -786938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -786941.437500 Penalty: 3113.715088
	Iteration 48Q: 3 clusters Score -786941.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -786945.187500 Penalty: 3113.715088
	Iteration 49Q: 3 clusters Score -786945.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -786947.375000 Penalty: 3113.715088
	Iteration 50Q: 3 clusters Score -786947.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -786948.875000 Penalty: 3113.715088
	Iteration 51Q: 3 clusters Score -786948.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -786949.375000 Penalty: 3113.715088
	Iteration 52Q: 3 clusters Score -786949.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -786949.375000 Penalty: 3113.715088
	Iteration 53Q: 3 clusters Score -786949.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -786950.500000 Penalty: 3113.715088
	Iteration 54Q: 3 clusters Score -786950.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -786950.500000 Penalty: 3113.715088
	Iteration 55Q: 3 clusters Score -786950.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -786950.500000 Penalty: 3113.715088
	Iteration 56F: 3 clusters Score -786950.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59167 members 
Entering Unmasked Estep 
Score: -3176482.250000 Penalty: 1785.569336
	Iteration 0F: 2 clusters Score -3176482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -3136973.250000 Penalty: 3571.138672
	Iteration 0F: 3 clusters Score -3136973 nChanged 27940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -3152672.000000 Penalty: 3571.138672
	Iteration 1F: 3 clusters Score -3152672 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -3153141.750000 Penalty: 3571.138672
	Iteration 2Q: 3 clusters Score -3153142 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -3153620.500000 Penalty: 3571.138672
	Iteration 3Q: 3 clusters Score -3153620 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -3154147.500000 Penalty: 3571.138672
	Iteration 4Q: 3 clusters Score -3154148 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -3154768.000000 Penalty: 3571.138672
	Iteration 5Q: 3 clusters Score -3154768 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -3155483.750000 Penalty: 3571.138672
	Iteration 6Q: 3 clusters Score -3155484 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -3156392.500000 Penalty: 3571.138672
	Iteration 7Q: 3 clusters Score -3156392 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -3157654.750000 Penalty: 3571.138672
	Iteration 8Q: 3 clusters Score -3157655 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -3159501.500000 Penalty: 3571.138672
	Iteration 9F: 3 clusters Score -3159502 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -3161915.750000 Penalty: 3571.138672
	Iteration 10F: 3 clusters Score -3161916 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -3164340.750000 Penalty: 3571.138672
	Iteration 11F: 3 clusters Score -3164341 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -3166006.750000 Penalty: 3571.138672
	Iteration 12Q: 3 clusters Score -3166007 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -3167037.750000 Penalty: 3571.138672
	Iteration 13Q: 3 clusters Score -3167038 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -3167765.000000 Penalty: 3571.138672
	Iteration 14Q: 3 clusters Score -3167765 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -3168489.750000 Penalty: 3571.138672
	Iteration 15Q: 3 clusters Score -3168490 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -3169235.000000 Penalty: 3571.138672
	Iteration 16Q: 3 clusters Score -3169235 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -3169967.500000 Penalty: 3571.138672
	Iteration 17Q: 3 clusters Score -3169968 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -3170650.250000 Penalty: 3571.138672
	Iteration 18Q: 3 clusters Score -3170650 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -3171140.500000 Penalty: 3571.138672
	Iteration 19Q: 3 clusters Score -3171140 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -3171571.500000 Penalty: 3571.138672
	Iteration 20F: 3 clusters Score -3171572 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -3171873.750000 Penalty: 3571.138672
	Iteration 21Q: 3 clusters Score -3171874 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -3172076.500000 Penalty: 3571.138672
	Iteration 22Q: 3 clusters Score -3172076 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -3172260.250000 Penalty: 3571.138672
	Iteration 23Q: 3 clusters Score -3172260 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -3172412.750000 Penalty: 3571.138672
	Iteration 24Q: 3 clusters Score -3172413 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -3172507.000000 Penalty: 3571.138672
	Iteration 25Q: 3 clusters Score -3172507 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -3172593.750000 Penalty: 3571.138672
	Iteration 26Q: 3 clusters Score -3172594 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -3172622.500000 Penalty: 3571.138672
	Iteration 27Q: 3 clusters Score -3172622 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -3172671.000000 Penalty: 3571.138672
	Iteration 28Q: 3 clusters Score -3172671 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -3172718.500000 Penalty: 3571.138672
	Iteration 29Q: 3 clusters Score -3172718 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -3172749.500000 Penalty: 3571.138672
	Iteration 30Q: 3 clusters Score -3172750 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -3172771.250000 Penalty: 3571.138672
	Iteration 31Q: 3 clusters Score -3172771 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -3172794.250000 Penalty: 3571.138672
	Iteration 32Q: 3 clusters Score -3172794 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -3172810.250000 Penalty: 3571.138672
	Iteration 33Q: 3 clusters Score -3172810 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -3172821.250000 Penalty: 3571.138672
	Iteration 34Q: 3 clusters Score -3172821 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -3172823.250000 Penalty: 3571.138672
	Iteration 35Q: 3 clusters Score -3172823 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -3172820.500000 Penalty: 3571.138672
	Iteration 36Q: 3 clusters Score -3172820 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -3172817.000000 Penalty: 3571.138672
	Iteration 37Q: 3 clusters Score -3172817 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -3172831.000000 Penalty: 3571.138672
	Iteration 38Q: 3 clusters Score -3172831 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -3172839.000000 Penalty: 3571.138672
	Iteration 39Q: 3 clusters Score -3172839 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 47632 members 
Entering Unmasked Estep 
Score: -3172844.500000 Penalty: 3571.138672
	Iteration 40F: 3 clusters Score -3172844 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -3172858.750000 Penalty: 3571.138672
	Iteration 41Q: 3 clusters Score -3172859 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -3172858.500000 Penalty: 3571.138672
	Iteration 42Q: 3 clusters Score -3172858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -3172851.000000 Penalty: 3571.138672
	Iteration 43Q: 3 clusters Score -3172851 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -3172854.000000 Penalty: 3571.138672
	Iteration 44Q: 3 clusters Score -3172854 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -3172862.250000 Penalty: 3571.138672
	Iteration 45Q: 3 clusters Score -3172862 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -3172870.500000 Penalty: 3571.138672
	Iteration 46Q: 3 clusters Score -3172870 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -3172881.000000 Penalty: 3571.138672
	Iteration 47Q: 3 clusters Score -3172881 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -3172890.000000 Penalty: 3571.138672
	Iteration 48Q: 3 clusters Score -3172890 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 48230 members 
Entering Unmasked Estep 
Score: -3172890.250000 Penalty: 3571.138672
	Iteration 49Q: 3 clusters Score -3172890 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -3172894.250000 Penalty: 3571.138672
	Iteration 50Q: 3 clusters Score -3172894 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -3172900.750000 Penalty: 3571.138672
	Iteration 51Q: 3 clusters Score -3172901 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 48415 members 
Entering Unmasked Estep 
Score: -3172887.750000 Penalty: 3571.138672
	Iteration 52Q: 3 clusters Score -3172888 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
Score: -3172895.750000 Penalty: 3571.138672
	Iteration 53Q: 3 clusters Score -3172896 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -3172896.250000 Penalty: 3571.138672
	Iteration 54Q: 3 clusters Score -3172896 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -3172889.000000 Penalty: 3571.138672
	Iteration 55Q: 3 clusters Score -3172889 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -3172885.250000 Penalty: 3571.138672
	Iteration 56Q: 3 clusters Score -3172885 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -3172902.000000 Penalty: 3571.138672
	Iteration 57Q: 3 clusters Score -3172902 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -3172908.500000 Penalty: 3571.138672
	Iteration 58Q: 3 clusters Score -3172908 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 48808 members 
Entering Unmasked Estep 
Score: -3172907.750000 Penalty: 3571.138672
	Iteration 59Q: 3 clusters Score -3172908 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -3172914.000000 Penalty: 3571.138672
	Iteration 60F: 3 clusters Score -3172914 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -3172918.500000 Penalty: 3571.138672
	Iteration 61Q: 3 clusters Score -3172918 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -3172927.250000 Penalty: 3571.138672
	Iteration 62Q: 3 clusters Score -3172927 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -3172931.750000 Penalty: 3571.138672
	Iteration 63Q: 3 clusters Score -3172932 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
Score: -3172938.000000 Penalty: 3571.138672
	Iteration 64Q: 3 clusters Score -3172938 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3172931 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -3172941.250000 Penalty: 3571.138672
	Iteration 66Q: 3 clusters Score -3172941 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 49194 members 
Entering Unmasked Estep 
Score: -3172945.250000 Penalty: 3571.138672
	Iteration 67Q: 3 clusters Score -3172945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3172949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3172948 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3172945 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3172941 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3172941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 49373 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3172948 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 49406 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3172947 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 49445 members 
Entering Unmasked Estep 
Score: -3172939.000000 Penalty: 3571.138672
	Iteration 75Q: 3 clusters Score -3172939 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3172956 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3172964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3172968 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -3172973.000000 Penalty: 3571.138672
	Iteration 79Q: 3 clusters Score -3172973 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -3172967.500000 Penalty: 3571.138672
	Iteration 80F: 3 clusters Score -3172968 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 49703 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3172980 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -3172977.500000 Penalty: 3571.138672
	Iteration 82Q: 3 clusters Score -3172978 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3172974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 49828 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3172986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3172980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3172980 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3172972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3172985 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3172985 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3172992 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3173009 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -3173011.250000 Penalty: 3571.138672
	Iteration 92Q: 3 clusters Score -3173011 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 50320 members 
Entering Unmasked Estep 
Score: -3173010.000000 Penalty: 3571.138672
	Iteration 93Q: 3 clusters Score -3173010 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -3173022.000000 Penalty: 3571.138672
	Iteration 94Q: 3 clusters Score -3173022 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3173022 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 50525 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3173030 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3173038 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3173050 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -3173051.000000 Penalty: 3571.138672
	Iteration 99Q: 3 clusters Score -3173051 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3173065 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 50950 members 
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	Iteration 101Q: 3 clusters Score -3173068 nChanged 116
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Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3173087 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 51164 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3173112 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 51267 members 
Entering Unmasked Estep 
Score: -3173120.000000 Penalty: 3571.138672
	Iteration 104Q: 3 clusters Score -3173120 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 51384 members 
Entering Unmasked Estep 
Score: -3173142.500000 Penalty: 3571.138672
	Iteration 105Q: 3 clusters Score -3173142 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
Score: -3173149.250000 Penalty: 3571.138672
	Iteration 106Q: 3 clusters Score -3173149 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 51570 members 
Entering Unmasked Estep 
Score: -3173162.500000 Penalty: 3571.138672
	Iteration 107Q: 3 clusters Score -3173162 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 51669 members 
Entering Unmasked Estep 
Score: -3173177.500000 Penalty: 3571.138672
	Iteration 108Q: 3 clusters Score -3173178 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -3173188.250000 Penalty: 3571.138672
	Iteration 109Q: 3 clusters Score -3173188 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 51924 members 
Entering Unmasked Estep 
Score: -3173213.500000 Penalty: 3571.138672
	Iteration 110Q: 3 clusters Score -3173214 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3173242 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3173275 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -3173324.250000 Penalty: 3571.138672
	Iteration 113Q: 3 clusters Score -3173324 nChanged 206
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Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -3173363.250000 Penalty: 3571.138672
	Iteration 114Q: 3 clusters Score -3173363 nChanged 200
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 52773 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3173425 nChanged 190
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3173464 nChanged 189
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Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3173502 nChanged 208
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Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 53334 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3173546 nChanged 193
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Mstep: Class 1 contains 5646 members 
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	Iteration 119Q: 3 clusters Score -3173597 nChanged 188
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Mstep: Class 1 contains 5470 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3173630 nChanged 205
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Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3173694 nChanged 234
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Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3173755 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3173820 nChanged 235
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Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3173894 nChanged 258
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Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 54821 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3173978 nChanged 223
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Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 55034 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3174038 nChanged 208
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Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 55240 members 
Entering Unmasked Estep 
Score: -3174116.750000 Penalty: 3571.138672
	Iteration 127Q: 3 clusters Score -3174117 nChanged 216
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Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -3174190.250000 Penalty: 3571.138672
	Iteration 128Q: 3 clusters Score -3174190 nChanged 207
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Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 55657 members 
Entering Unmasked Estep 
Score: -3174254.500000 Penalty: 3571.138672
	Iteration 129Q: 3 clusters Score -3174254 nChanged 188
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Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 55843 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3174309 nChanged 178
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Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 56009 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3174360 nChanged 159
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Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 56166 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3174400 nChanged 141
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Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 56297 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3174438 nChanged 128
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Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3174480 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 56532 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3174508 nChanged 114
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Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 56646 members 
Entering Unmasked Estep 
Score: -3174533.750000 Penalty: 3571.138672
	Iteration 136Q: 3 clusters Score -3174534 nChanged 112
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Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 56758 members 
Entering Unmasked Estep 
Score: -3174562.000000 Penalty: 3571.138672
	Iteration 137Q: 3 clusters Score -3174562 nChanged 100
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Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 56858 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3174578 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 56968 members 
Entering Unmasked Estep 
Score: -3174624.000000 Penalty: 3571.138672
	Iteration 139Q: 3 clusters Score -3174624 nChanged 110
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Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 57078 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3174660 nChanged 101
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Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 57175 members 
Entering Unmasked Estep 
Score: -3174674.750000 Penalty: 3571.138672
	Iteration 141Q: 3 clusters Score -3174675 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 57262 members 
Entering Unmasked Estep 
Score: -3174691.750000 Penalty: 3571.138672
	Iteration 142Q: 3 clusters Score -3174692 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -3174711.750000 Penalty: 3571.138672
	Iteration 143Q: 3 clusters Score -3174712 nChanged 72
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Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 57413 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -3174733 nChanged 68
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Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 57479 members 
Entering Unmasked Estep 
Score: -3174755.250000 Penalty: 3571.138672
	Iteration 145Q: 3 clusters Score -3174755 nChanged 53
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Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 57530 members 
Entering Unmasked Estep 
Score: -3174771.000000 Penalty: 3571.138672
	Iteration 146Q: 3 clusters Score -3174771 nChanged 57
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Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 57587 members 
Entering Unmasked Estep 
Score: -3174779.000000 Penalty: 3571.138672
	Iteration 147Q: 3 clusters Score -3174779 nChanged 54
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Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 57639 members 
Entering Unmasked Estep 
Score: -3174787.000000 Penalty: 3571.138672
	Iteration 148Q: 3 clusters Score -3174787 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 57692 members 
Entering Unmasked Estep 
Score: -3174808.750000 Penalty: 3571.138672
	Iteration 149Q: 3 clusters Score -3174809 nChanged 49
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Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 57741 members 
Entering Unmasked Estep 
Score: -3174829.000000 Penalty: 3571.138672
	Iteration 150Q: 3 clusters Score -3174829 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 57780 members 
Entering Unmasked Estep 
Score: -3174842.500000 Penalty: 3571.138672
	Iteration 151Q: 3 clusters Score -3174842 nChanged 34
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Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 57810 members 
Entering Unmasked Estep 
Score: -3174843.000000 Penalty: 3571.138672
	Iteration 152Q: 3 clusters Score -3174843 nChanged 21
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Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 57829 members 
Entering Unmasked Estep 
Score: -3174859.750000 Penalty: 3571.138672
	Iteration 153Q: 3 clusters Score -3174860 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 57852 members 
Entering Unmasked Estep 
Score: -3174868.250000 Penalty: 3571.138672
	Iteration 154Q: 3 clusters Score -3174868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 57884 members 
Entering Unmasked Estep 
Score: -3174888.750000 Penalty: 3571.138672
	Iteration 155Q: 3 clusters Score -3174889 nChanged 34
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Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 57918 members 
Entering Unmasked Estep 
Score: -3174901.500000 Penalty: 3571.138672
	Iteration 156Q: 3 clusters Score -3174902 nChanged 33
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Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 57951 members 
Entering Unmasked Estep 
Score: -3174917.750000 Penalty: 3571.138672
	Iteration 157Q: 3 clusters Score -3174918 nChanged 28
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Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 57977 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -3174930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 58010 members 
Entering Unmasked Estep 
Score: -3174946.500000 Penalty: 3571.138672
	Iteration 159Q: 3 clusters Score -3174946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 58034 members 
Entering Unmasked Estep 
Score: -3174957.000000 Penalty: 3571.138672
	Iteration 160F: 3 clusters Score -3174957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 58055 members 
Entering Unmasked Estep 
Score: -3174954.250000 Penalty: 3571.138672
	Iteration 161Q: 3 clusters Score -3174954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 58070 members 
Entering Unmasked Estep 
Score: -3174953.750000 Penalty: 3571.138672
	Iteration 162Q: 3 clusters Score -3174954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 58081 members 
Entering Unmasked Estep 
Score: -3174959.750000 Penalty: 3571.138672
	Iteration 163Q: 3 clusters Score -3174960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 58096 members 
Entering Unmasked Estep 
Score: -3174968.500000 Penalty: 3571.138672
	Iteration 164Q: 3 clusters Score -3174968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 58106 members 
Entering Unmasked Estep 
Score: -3174965.500000 Penalty: 3571.138672
	Iteration 165Q: 3 clusters Score -3174966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 58109 members 
Entering Unmasked Estep 
Score: -3174972.000000 Penalty: 3571.138672
	Iteration 166Q: 3 clusters Score -3174972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 58110 members 
Entering Unmasked Estep 
Score: -3174971.750000 Penalty: 3571.138672
	Iteration 167Q: 3 clusters Score -3174972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 58113 members 
Entering Unmasked Estep 
Score: -3174970.250000 Penalty: 3571.138672
	Iteration 168Q: 3 clusters Score -3174970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 58115 members 
Entering Unmasked Estep 
Score: -3174967.750000 Penalty: 3571.138672
	Iteration 169Q: 3 clusters Score -3174968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 58116 members 
Entering Unmasked Estep 
Score: -3174972.250000 Penalty: 3571.138672
	Iteration 170Q: 3 clusters Score -3174972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 58117 members 
Entering Unmasked Estep 
Score: -3174971.500000 Penalty: 3571.138672
	Iteration 171Q: 3 clusters Score -3174972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 58117 members 
Entering Unmasked Estep 
Score: -3174971.500000 Penalty: 3571.138672
	Iteration 172F: 3 clusters Score -3174972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Entering Unmasked Estep 
Score: -739394.562500 Penalty: 1557.272217
	Iteration 0F: 2 clusters Score -739394.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -729419.500000 Penalty: 3114.544434
	Iteration 0F: 3 clusters Score -729419.5 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -733120.375000 Penalty: 3114.544434
	Iteration 1F: 3 clusters Score -733120.4 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -734018.812500 Penalty: 3114.544434
	Iteration 2F: 3 clusters Score -734018.8 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -735265.875000 Penalty: 3114.544434
	Iteration 3F: 3 clusters Score -735265.9 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -736495.062500 Penalty: 3114.544434
	Iteration 4F: 3 clusters Score -736495.1 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -737347.875000 Penalty: 3114.544434
	Iteration 5F: 3 clusters Score -737347.9 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -737782.750000 Penalty: 3114.544434
	Iteration 6F: 3 clusters Score -737782.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -737979.187500 Penalty: 3114.544434
	Iteration 7Q: 3 clusters Score -737979.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -738085.875000 Penalty: 3114.544434
	Iteration 8Q: 3 clusters Score -738085.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -738171.375000 Penalty: 3114.544434
	Iteration 9Q: 3 clusters Score -738171.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -738235.687500 Penalty: 3114.544434
	Iteration 10Q: 3 clusters Score -738235.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -738289.000000 Penalty: 3114.544434
	Iteration 11Q: 3 clusters Score -738289 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -738330.250000 Penalty: 3114.544434
	Iteration 12Q: 3 clusters Score -738330.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -738370.250000 Penalty: 3114.544434
	Iteration 13Q: 3 clusters Score -738370.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -738410.937500 Penalty: 3114.544434
	Iteration 14Q: 3 clusters Score -738410.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -738443.625000 Penalty: 3114.544434
	Iteration 15Q: 3 clusters Score -738443.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -738475.250000 Penalty: 3114.544434
	Iteration 16Q: 3 clusters Score -738475.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -738503.000000 Penalty: 3114.544434
	Iteration 17Q: 3 clusters Score -738503 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -738529.500000 Penalty: 3114.544434
	Iteration 18Q: 3 clusters Score -738529.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -738540.250000 Penalty: 3114.544434
	Iteration 19Q: 3 clusters Score -738540.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -738552.500000 Penalty: 3114.544434
	Iteration 20F: 3 clusters Score -738552.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -738557.062500 Penalty: 3114.544434
	Iteration 21Q: 3 clusters Score -738557.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -738565.812500 Penalty: 3114.544434
	Iteration 22Q: 3 clusters Score -738565.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -738575.750000 Penalty: 3114.544434
	Iteration 23Q: 3 clusters Score -738575.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -738582.500000 Penalty: 3114.544434
	Iteration 24Q: 3 clusters Score -738582.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -738589.062500 Penalty: 3114.544434
	Iteration 25Q: 3 clusters Score -738589.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -738594.250000 Penalty: 3114.544434
	Iteration 26Q: 3 clusters Score -738594.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -738597.187500 Penalty: 3114.544434
	Iteration 27Q: 3 clusters Score -738597.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -738602.125000 Penalty: 3114.544434
	Iteration 28Q: 3 clusters Score -738602.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -738603.875000 Penalty: 3114.544434
	Iteration 29Q: 3 clusters Score -738603.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -738610.250000 Penalty: 3114.544434
	Iteration 30Q: 3 clusters Score -738610.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -738609.687500 Penalty: 3114.544434
	Iteration 31Q: 3 clusters Score -738609.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -738611.500000 Penalty: 3114.544434
	Iteration 32Q: 3 clusters Score -738611.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -738613.437500 Penalty: 3114.544434
	Iteration 33Q: 3 clusters Score -738613.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -738614.750000 Penalty: 3114.544434
	Iteration 34Q: 3 clusters Score -738614.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -738616.187500 Penalty: 3114.544434
	Iteration 35Q: 3 clusters Score -738616.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -738616.625000 Penalty: 3114.544434
	Iteration 36Q: 3 clusters Score -738616.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -738615.687500 Penalty: 3114.544434
	Iteration 37Q: 3 clusters Score -738615.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -738616.000000 Penalty: 3114.544434
	Iteration 38Q: 3 clusters Score -738616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -738616.000000 Penalty: 3114.544434
	Iteration 39F: 3 clusters Score -738616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Entering Unmasked Estep 
Score: -1753476.750000 Penalty: 1696.444580
	Iteration 0F: 2 clusters Score -1753477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -1730411.750000 Penalty: 3392.889160
	Iteration 0F: 3 clusters Score -1730412 nChanged 15886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1739661.875000 Penalty: 3392.889160
	Iteration 1F: 3 clusters Score -1739662 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1740493.000000 Penalty: 3392.889160
	Iteration 2F: 3 clusters Score -1740493 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -1741589.500000 Penalty: 3392.889160
	Iteration 3F: 3 clusters Score -1741590 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1742946.625000 Penalty: 3392.889160
	Iteration 4F: 3 clusters Score -1742947 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1744607.500000 Penalty: 3392.889160
	Iteration 5F: 3 clusters Score -1744608 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1746391.500000 Penalty: 3392.889160
	Iteration 6F: 3 clusters Score -1746392 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1748109.750000 Penalty: 3392.889160
	Iteration 7F: 3 clusters Score -1748110 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1749514.375000 Penalty: 3392.889160
	Iteration 8Q: 3 clusters Score -1749514 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1750415.625000 Penalty: 3392.889160
	Iteration 9Q: 3 clusters Score -1750416 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1750968.500000 Penalty: 3392.889160
	Iteration 10Q: 3 clusters Score -1750968 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1751323.375000 Penalty: 3392.889160
	Iteration 11Q: 3 clusters Score -1751323 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1751541.250000 Penalty: 3392.889160
	Iteration 12Q: 3 clusters Score -1751541 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1751706.375000 Penalty: 3392.889160
	Iteration 13Q: 3 clusters Score -1751706 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1751823.250000 Penalty: 3392.889160
	Iteration 14Q: 3 clusters Score -1751823 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1751910.250000 Penalty: 3392.889160
	Iteration 15Q: 3 clusters Score -1751910 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1751986.625000 Penalty: 3392.889160
	Iteration 16Q: 3 clusters Score -1751987 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1752041.875000 Penalty: 3392.889160
	Iteration 17Q: 3 clusters Score -1752042 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1752080.375000 Penalty: 3392.889160
	Iteration 18Q: 3 clusters Score -1752080 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1752110.875000 Penalty: 3392.889160
	Iteration 19Q: 3 clusters Score -1752111 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1752135.250000 Penalty: 3392.889160
	Iteration 20F: 3 clusters Score -1752135 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1752158.125000 Penalty: 3392.889160
	Iteration 21Q: 3 clusters Score -1752158 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1752183.875000 Penalty: 3392.889160
	Iteration 22Q: 3 clusters Score -1752184 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1752207.500000 Penalty: 3392.889160
	Iteration 23Q: 3 clusters Score -1752208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1752228.375000 Penalty: 3392.889160
	Iteration 24Q: 3 clusters Score -1752228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1752242.750000 Penalty: 3392.889160
	Iteration 25Q: 3 clusters Score -1752243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1752253.500000 Penalty: 3392.889160
	Iteration 26Q: 3 clusters Score -1752254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1752269.500000 Penalty: 3392.889160
	Iteration 27Q: 3 clusters Score -1752270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1752278.625000 Penalty: 3392.889160
	Iteration 28Q: 3 clusters Score -1752279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1752282.500000 Penalty: 3392.889160
	Iteration 29Q: 3 clusters Score -1752282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1752290.375000 Penalty: 3392.889160
	Iteration 30Q: 3 clusters Score -1752290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1752298.625000 Penalty: 3392.889160
	Iteration 31Q: 3 clusters Score -1752299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1752305.750000 Penalty: 3392.889160
	Iteration 32Q: 3 clusters Score -1752306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1752311.000000 Penalty: 3392.889160
	Iteration 33Q: 3 clusters Score -1752311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1752314.625000 Penalty: 3392.889160
	Iteration 34Q: 3 clusters Score -1752315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1752321.500000 Penalty: 3392.889160
	Iteration 35Q: 3 clusters Score -1752322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1752321.625000 Penalty: 3392.889160
	Iteration 36Q: 3 clusters Score -1752322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1752322.500000 Penalty: 3392.889160
	Iteration 37Q: 3 clusters Score -1752322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1752330.125000 Penalty: 3392.889160
	Iteration 38Q: 3 clusters Score -1752330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1752335.250000 Penalty: 3392.889160
	Iteration 39Q: 3 clusters Score -1752335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1752338.625000 Penalty: 3392.889160
	Iteration 40F: 3 clusters Score -1752339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1752344.125000 Penalty: 3392.889160
	Iteration 41Q: 3 clusters Score -1752344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1752347.750000 Penalty: 3392.889160
	Iteration 42Q: 3 clusters Score -1752348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1752348.250000 Penalty: 3392.889160
	Iteration 43Q: 3 clusters Score -1752348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1752347.625000 Penalty: 3392.889160
	Iteration 44Q: 3 clusters Score -1752348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1752347.625000 Penalty: 3392.889160
	Iteration 45F: 3 clusters Score -1752348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Entering Unmasked Estep 
Score: -464454.125000 Penalty: 1484.747803
	Iteration 0F: 2 clusters Score -464454.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -457746.406250 Penalty: 2969.495605
	Iteration 0F: 3 clusters Score -457746.4 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -459892.531250 Penalty: 2969.495605
	Iteration 1F: 3 clusters Score -459892.5 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -460241.406250 Penalty: 2969.495605
	Iteration 2F: 3 clusters Score -460241.4 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -460608.937500 Penalty: 2969.495605
	Iteration 3F: 3 clusters Score -460608.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -461030.375000 Penalty: 2969.495605
	Iteration 4F: 3 clusters Score -461030.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -461473.875000 Penalty: 2969.495605
	Iteration 5F: 3 clusters Score -461473.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -461843.625000 Penalty: 2969.495605
	Iteration 6F: 3 clusters Score -461843.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -462154.125000 Penalty: 2969.495605
	Iteration 7Q: 3 clusters Score -462154.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -462382.093750 Penalty: 2969.495605
	Iteration 8Q: 3 clusters Score -462382.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -462563.375000 Penalty: 2969.495605
	Iteration 9Q: 3 clusters Score -462563.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -462708.875000 Penalty: 2969.495605
	Iteration 10Q: 3 clusters Score -462708.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -462815.781250 Penalty: 2969.495605
	Iteration 11Q: 3 clusters Score -462815.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -462906.687500 Penalty: 2969.495605
	Iteration 12Q: 3 clusters Score -462906.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -462978.812500 Penalty: 2969.495605
	Iteration 13Q: 3 clusters Score -462978.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -463041.468750 Penalty: 2969.495605
	Iteration 14Q: 3 clusters Score -463041.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -463103.750000 Penalty: 2969.495605
	Iteration 15Q: 3 clusters Score -463103.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -463154.593750 Penalty: 2969.495605
	Iteration 16Q: 3 clusters Score -463154.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -463194.093750 Penalty: 2969.495605
	Iteration 17Q: 3 clusters Score -463194.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -463224.656250 Penalty: 2969.495605
	Iteration 18Q: 3 clusters Score -463224.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -463250.281250 Penalty: 2969.495605
	Iteration 19Q: 3 clusters Score -463250.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -463278.781250 Penalty: 2969.495605
	Iteration 20F: 3 clusters Score -463278.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -463309.156250 Penalty: 2969.495605
	Iteration 21Q: 3 clusters Score -463309.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -463342.656250 Penalty: 2969.495605
	Iteration 22Q: 3 clusters Score -463342.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -463385.312500 Penalty: 2969.495605
	Iteration 23Q: 3 clusters Score -463385.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -463424.968750 Penalty: 2969.495605
	Iteration 24Q: 3 clusters Score -463425 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -463470.687500 Penalty: 2969.495605
	Iteration 25Q: 3 clusters Score -463470.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -463527.937500 Penalty: 2969.495605
	Iteration 26Q: 3 clusters Score -463527.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -463583.187500 Penalty: 2969.495605
	Iteration 27Q: 3 clusters Score -463583.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -463626.781250 Penalty: 2969.495605
	Iteration 28Q: 3 clusters Score -463626.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -463656.968750 Penalty: 2969.495605
	Iteration 29Q: 3 clusters Score -463657 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -463677.562500 Penalty: 2969.495605
	Iteration 30Q: 3 clusters Score -463677.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -463695.437500 Penalty: 2969.495605
	Iteration 31Q: 3 clusters Score -463695.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -463708.531250 Penalty: 2969.495605
	Iteration 32Q: 3 clusters Score -463708.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -463716.875000 Penalty: 2969.495605
	Iteration 33Q: 3 clusters Score -463716.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -463721.531250 Penalty: 2969.495605
	Iteration 34Q: 3 clusters Score -463721.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -463725.656250 Penalty: 2969.495605
	Iteration 35Q: 3 clusters Score -463725.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -463730.250000 Penalty: 2969.495605
	Iteration 36Q: 3 clusters Score -463730.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -463731.937500 Penalty: 2969.495605
	Iteration 37Q: 3 clusters Score -463731.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -463733.406250 Penalty: 2969.495605
	Iteration 38Q: 3 clusters Score -463733.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -463736.312500 Penalty: 2969.495605
	Iteration 39Q: 3 clusters Score -463736.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -463737.593750 Penalty: 2969.495605
	Iteration 40F: 3 clusters Score -463737.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -463738.125000 Penalty: 2969.495605
	Iteration 41Q: 3 clusters Score -463738.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -463738.156250 Penalty: 2969.495605
	Iteration 42Q: 3 clusters Score -463738.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -463738.062500 Penalty: 2969.495605
	Iteration 43Q: 3 clusters Score -463738.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -463738.093750 Penalty: 2969.495605
	Iteration 44Q: 3 clusters Score -463738.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -463739.031250 Penalty: 2969.495605
	Iteration 45Q: 3 clusters Score -463739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -463739.500000 Penalty: 2969.495605
	Iteration 46Q: 3 clusters Score -463739.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -463741.000000 Penalty: 2969.495605
	Iteration 47Q: 3 clusters Score -463741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -463744.218750 Penalty: 2969.495605
	Iteration 48Q: 3 clusters Score -463744.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -463748.093750 Penalty: 2969.495605
	Iteration 49Q: 3 clusters Score -463748.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -463751.406250 Penalty: 2969.495605
	Iteration 50Q: 3 clusters Score -463751.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -463752.562500 Penalty: 2969.495605
	Iteration 51Q: 3 clusters Score -463752.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -463755.000000 Penalty: 2969.495605
	Iteration 52Q: 3 clusters Score -463755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -463755.000000 Penalty: 2969.495605
	Iteration 53Q: 3 clusters Score -463755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -463756.000000 Penalty: 2969.495605
	Iteration 54Q: 3 clusters Score -463756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -463757.156250 Penalty: 2969.495605
	Iteration 55Q: 3 clusters Score -463757.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -463757.156250 Penalty: 2969.495605
	Iteration 56F: 3 clusters Score -463757.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Entering Unmasked Estep 
Score: -356390.687500 Penalty: 1434.010132
	Iteration 0F: 2 clusters Score -356390.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -351287.687500 Penalty: 2868.020264
	Iteration 0F: 3 clusters Score -351287.7 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -352849.937500 Penalty: 2868.020264
	Iteration 1F: 3 clusters Score -352849.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -353031.625000 Penalty: 2868.020264
	Iteration 2F: 3 clusters Score -353031.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -353186.000000 Penalty: 2868.020264
	Iteration 3F: 3 clusters Score -353186 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -353298.031250 Penalty: 2868.020264
	Iteration 4Q: 3 clusters Score -353298 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -353411.250000 Penalty: 2868.020264
	Iteration 5Q: 3 clusters Score -353411.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -353511.593750 Penalty: 2868.020264
	Iteration 6Q: 3 clusters Score -353511.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -353624.687500 Penalty: 2868.020264
	Iteration 7Q: 3 clusters Score -353624.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -353779.687500 Penalty: 2868.020264
	Iteration 8Q: 3 clusters Score -353779.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -353976.062500 Penalty: 2868.020264
	Iteration 9Q: 3 clusters Score -353976.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -354222.968750 Penalty: 2868.020264
	Iteration 10Q: 3 clusters Score -354223 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -354463.093750 Penalty: 2868.020264
	Iteration 11Q: 3 clusters Score -354463.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -354667.625000 Penalty: 2868.020264
	Iteration 12Q: 3 clusters Score -354667.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -354853.875000 Penalty: 2868.020264
	Iteration 13Q: 3 clusters Score -354853.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -354969.406250 Penalty: 2868.020264
	Iteration 14Q: 3 clusters Score -354969.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -355051.781250 Penalty: 2868.020264
	Iteration 15Q: 3 clusters Score -355051.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -355098.218750 Penalty: 2868.020264
	Iteration 16Q: 3 clusters Score -355098.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -355119.250000 Penalty: 2868.020264
	Iteration 17Q: 3 clusters Score -355119.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -355139.781250 Penalty: 2868.020264
	Iteration 18Q: 3 clusters Score -355139.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -355155.750000 Penalty: 2868.020264
	Iteration 19Q: 3 clusters Score -355155.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -355172.750000 Penalty: 2868.020264
	Iteration 20F: 3 clusters Score -355172.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -355180.531250 Penalty: 2868.020264
	Iteration 21Q: 3 clusters Score -355180.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -355183.593750 Penalty: 2868.020264
	Iteration 22Q: 3 clusters Score -355183.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -355184.093750 Penalty: 2868.020264
	Iteration 23Q: 3 clusters Score -355184.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -355185.906250 Penalty: 2868.020264
	Iteration 24Q: 3 clusters Score -355185.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -355185.906250 Penalty: 2868.020264
	Iteration 25F: 3 clusters Score -355185.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Entering Unmasked Estep 
Score: -46162.320312 Penalty: 1127.155640
	Iteration 0F: 2 clusters Score -46162.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -44717.281250 Penalty: 2254.311279
	Iteration 0F: 3 clusters Score -44717.28 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -44968.128906 Penalty: 2254.311279
	Iteration 1F: 3 clusters Score -44968.13 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -45014.863281 Penalty: 2254.311279
	Iteration 2F: 3 clusters Score -45014.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -45039.566406 Penalty: 2254.311279
	Iteration 3Q: 3 clusters Score -45039.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -45065.898438 Penalty: 2254.311279
	Iteration 4Q: 3 clusters Score -45065.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -45086.253906 Penalty: 2254.311279
	Iteration 5Q: 3 clusters Score -45086.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -45094.269531 Penalty: 2254.311279
	Iteration 6Q: 3 clusters Score -45094.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -45099.007812 Penalty: 2254.311279
	Iteration 7Q: 3 clusters Score -45099.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -45104.511719 Penalty: 2254.311279
	Iteration 8Q: 3 clusters Score -45104.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -45107.058594 Penalty: 2254.311279
	Iteration 9Q: 3 clusters Score -45107.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -45108.304688 Penalty: 2254.311279
	Iteration 10Q: 3 clusters Score -45108.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -45110.613281 Penalty: 2254.311279
	Iteration 11Q: 3 clusters Score -45110.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -45111.285156 Penalty: 2254.311279
	Iteration 12Q: 3 clusters Score -45111.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -45111.843750 Penalty: 2254.311279
	Iteration 13Q: 3 clusters Score -45111.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -45113.121094 Penalty: 2254.311279
	Iteration 14Q: 3 clusters Score -45113.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -45113.121094 Penalty: 2254.311279
	Iteration 15F: 3 clusters Score -45113.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Entering Unmasked Estep 
Score: -214986.140625 Penalty: 1364.118164
	Iteration 0F: 2 clusters Score -214986.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -211370.171875 Penalty: 2728.236328
	Iteration 0F: 3 clusters Score -211370.2 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -212419.515625 Penalty: 2728.236328
	Iteration 1F: 3 clusters Score -212419.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -212678.484375 Penalty: 2728.236328
	Iteration 2F: 3 clusters Score -212678.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -212874.515625 Penalty: 2728.236328
	Iteration 3F: 3 clusters Score -212874.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -213027.718750 Penalty: 2728.236328
	Iteration 4F: 3 clusters Score -213027.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -213126.359375 Penalty: 2728.236328
	Iteration 5Q: 3 clusters Score -213126.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -213209.640625 Penalty: 2728.236328
	Iteration 6Q: 3 clusters Score -213209.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -213283.859375 Penalty: 2728.236328
	Iteration 7Q: 3 clusters Score -213283.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -213345.390625 Penalty: 2728.236328
	Iteration 8Q: 3 clusters Score -213345.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -213399.437500 Penalty: 2728.236328
	Iteration 9Q: 3 clusters Score -213399.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -213445.531250 Penalty: 2728.236328
	Iteration 10Q: 3 clusters Score -213445.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -213479.421875 Penalty: 2728.236328
	Iteration 11Q: 3 clusters Score -213479.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -213524.890625 Penalty: 2728.236328
	Iteration 12Q: 3 clusters Score -213524.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -213558.437500 Penalty: 2728.236328
	Iteration 13Q: 3 clusters Score -213558.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -213583.765625 Penalty: 2728.236328
	Iteration 14Q: 3 clusters Score -213583.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -213605.375000 Penalty: 2728.236328
	Iteration 15Q: 3 clusters Score -213605.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -213620.593750 Penalty: 2728.236328
	Iteration 16Q: 3 clusters Score -213620.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -213635.718750 Penalty: 2728.236328
	Iteration 17Q: 3 clusters Score -213635.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -213648.203125 Penalty: 2728.236328
	Iteration 18Q: 3 clusters Score -213648.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -213659.750000 Penalty: 2728.236328
	Iteration 19Q: 3 clusters Score -213659.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -213668.218750 Penalty: 2728.236328
	Iteration 20F: 3 clusters Score -213668.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -213680.546875 Penalty: 2728.236328
	Iteration 21Q: 3 clusters Score -213680.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -213698.812500 Penalty: 2728.236328
	Iteration 22Q: 3 clusters Score -213698.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -213734.765625 Penalty: 2728.236328
	Iteration 23Q: 3 clusters Score -213734.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -213767.937500 Penalty: 2728.236328
	Iteration 24Q: 3 clusters Score -213767.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -213806.703125 Penalty: 2728.236328
	Iteration 25Q: 3 clusters Score -213806.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -213849.203125 Penalty: 2728.236328
	Iteration 26Q: 3 clusters Score -213849.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -213891.828125 Penalty: 2728.236328
	Iteration 27Q: 3 clusters Score -213891.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -213976.515625 Penalty: 2728.236328
	Iteration 28Q: 3 clusters Score -213976.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -214084.515625 Penalty: 2728.236328
	Iteration 29Q: 3 clusters Score -214084.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -214185.421875 Penalty: 2728.236328
	Iteration 30Q: 3 clusters Score -214185.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -214265.093750 Penalty: 2728.236328
	Iteration 31Q: 3 clusters Score -214265.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -214322.390625 Penalty: 2728.236328
	Iteration 32Q: 3 clusters Score -214322.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -214369.484375 Penalty: 2728.236328
	Iteration 33Q: 3 clusters Score -214369.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -214399.093750 Penalty: 2728.236328
	Iteration 34Q: 3 clusters Score -214399.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -214413.265625 Penalty: 2728.236328
	Iteration 35Q: 3 clusters Score -214413.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -214424.656250 Penalty: 2728.236328
	Iteration 36Q: 3 clusters Score -214424.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -214431.375000 Penalty: 2728.236328
	Iteration 37Q: 3 clusters Score -214431.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -214437.234375 Penalty: 2728.236328
	Iteration 38Q: 3 clusters Score -214437.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -214440.187500 Penalty: 2728.236328
	Iteration 39Q: 3 clusters Score -214440.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -214442.109375 Penalty: 2728.236328
	Iteration 40F: 3 clusters Score -214442.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -214442.687500 Penalty: 2728.236328
	Iteration 41Q: 3 clusters Score -214442.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -214442.984375 Penalty: 2728.236328
	Iteration 42Q: 3 clusters Score -214443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -214443.296875 Penalty: 2728.236328
	Iteration 43Q: 3 clusters Score -214443.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -214443.296875 Penalty: 2728.236328
	Iteration 44F: 3 clusters Score -214443.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Entering Unmasked Estep 
Score: -495384.156250 Penalty: 1480.297729
	Iteration 0F: 2 clusters Score -495384.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -488789.843750 Penalty: 2960.595459
	Iteration 0F: 3 clusters Score -488789.8 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -490805.000000 Penalty: 2960.595459
	Iteration 1F: 3 clusters Score -490805 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -490990.906250 Penalty: 2960.595459
	Iteration 2F: 3 clusters Score -490990.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -491155.562500 Penalty: 2960.595459
	Iteration 3Q: 3 clusters Score -491155.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -491300.406250 Penalty: 2960.595459
	Iteration 4Q: 3 clusters Score -491300.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -491446.625000 Penalty: 2960.595459
	Iteration 5Q: 3 clusters Score -491446.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -491590.656250 Penalty: 2960.595459
	Iteration 6Q: 3 clusters Score -491590.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -491782.750000 Penalty: 2960.595459
	Iteration 7Q: 3 clusters Score -491782.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -492043.187500 Penalty: 2960.595459
	Iteration 8Q: 3 clusters Score -492043.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -492353.187500 Penalty: 2960.595459
	Iteration 9F: 3 clusters Score -492353.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -492732.562500 Penalty: 2960.595459
	Iteration 10F: 3 clusters Score -492732.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -493125.531250 Penalty: 2960.595459
	Iteration 11F: 3 clusters Score -493125.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -493463.531250 Penalty: 2960.595459
	Iteration 12Q: 3 clusters Score -493463.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -493712.156250 Penalty: 2960.595459
	Iteration 13Q: 3 clusters Score -493712.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -493860.500000 Penalty: 2960.595459
	Iteration 14Q: 3 clusters Score -493860.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -493933.593750 Penalty: 2960.595459
	Iteration 15Q: 3 clusters Score -493933.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -493978.062500 Penalty: 2960.595459
	Iteration 16Q: 3 clusters Score -493978.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -494012.500000 Penalty: 2960.595459
	Iteration 17Q: 3 clusters Score -494012.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -494030.718750 Penalty: 2960.595459
	Iteration 18Q: 3 clusters Score -494030.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -494048.812500 Penalty: 2960.595459
	Iteration 19Q: 3 clusters Score -494048.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -494056.343750 Penalty: 2960.595459
	Iteration 20F: 3 clusters Score -494056.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -494070.375000 Penalty: 2960.595459
	Iteration 21Q: 3 clusters Score -494070.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -494073.812500 Penalty: 2960.595459
	Iteration 22Q: 3 clusters Score -494073.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -494075.562500 Penalty: 2960.595459
	Iteration 23Q: 3 clusters Score -494075.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -494077.937500 Penalty: 2960.595459
	Iteration 24Q: 3 clusters Score -494077.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -494079.062500 Penalty: 2960.595459
	Iteration 25Q: 3 clusters Score -494079.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -494079.562500 Penalty: 2960.595459
	Iteration 26Q: 3 clusters Score -494079.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -494079.562500 Penalty: 2960.595459
	Iteration 27F: 3 clusters Score -494079.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Entering Unmasked Estep 
Score: -688263.500000 Penalty: 1531.740723
	Iteration 0F: 2 clusters Score -688263.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -679585.312500 Penalty: 3063.481445
	Iteration 0F: 3 clusters Score -679585.3 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -682471.875000 Penalty: 3063.481445
	Iteration 1F: 3 clusters Score -682471.9 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -682748.875000 Penalty: 3063.481445
	Iteration 2F: 3 clusters Score -682748.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -683001.375000 Penalty: 3063.481445
	Iteration 3Q: 3 clusters Score -683001.4 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -683252.375000 Penalty: 3063.481445
	Iteration 4Q: 3 clusters Score -683252.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -683502.437500 Penalty: 3063.481445
	Iteration 5Q: 3 clusters Score -683502.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -683797.812500 Penalty: 3063.481445
	Iteration 6Q: 3 clusters Score -683797.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -684159.250000 Penalty: 3063.481445
	Iteration 7Q: 3 clusters Score -684159.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -684534.125000 Penalty: 3063.481445
	Iteration 8Q: 3 clusters Score -684534.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -684895.812500 Penalty: 3063.481445
	Iteration 9Q: 3 clusters Score -684895.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -685193.937500 Penalty: 3063.481445
	Iteration 10Q: 3 clusters Score -685193.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -685442.187500 Penalty: 3063.481445
	Iteration 11Q: 3 clusters Score -685442.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -685649.187500 Penalty: 3063.481445
	Iteration 12Q: 3 clusters Score -685649.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -685831.000000 Penalty: 3063.481445
	Iteration 13Q: 3 clusters Score -685831 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -685973.875000 Penalty: 3063.481445
	Iteration 14Q: 3 clusters Score -685973.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -686092.250000 Penalty: 3063.481445
	Iteration 15Q: 3 clusters Score -686092.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -686208.312500 Penalty: 3063.481445
	Iteration 16Q: 3 clusters Score -686208.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -686314.562500 Penalty: 3063.481445
	Iteration 17Q: 3 clusters Score -686314.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -686417.937500 Penalty: 3063.481445
	Iteration 18Q: 3 clusters Score -686417.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -686505.125000 Penalty: 3063.481445
	Iteration 19Q: 3 clusters Score -686505.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -686607.125000 Penalty: 3063.481445
	Iteration 20F: 3 clusters Score -686607.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -686672.562500 Penalty: 3063.481445
	Iteration 21Q: 3 clusters Score -686672.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -686733.562500 Penalty: 3063.481445
	Iteration 22Q: 3 clusters Score -686733.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -686772.000000 Penalty: 3063.481445
	Iteration 23Q: 3 clusters Score -686772 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -686801.437500 Penalty: 3063.481445
	Iteration 24Q: 3 clusters Score -686801.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -686821.687500 Penalty: 3063.481445
	Iteration 25Q: 3 clusters Score -686821.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -686836.312500 Penalty: 3063.481445
	Iteration 26Q: 3 clusters Score -686836.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -686849.375000 Penalty: 3063.481445
	Iteration 27Q: 3 clusters Score -686849.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -686859.062500 Penalty: 3063.481445
	Iteration 28Q: 3 clusters Score -686859.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -686863.562500 Penalty: 3063.481445
	Iteration 29Q: 3 clusters Score -686863.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -686872.312500 Penalty: 3063.481445
	Iteration 30Q: 3 clusters Score -686872.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -686877.125000 Penalty: 3063.481445
	Iteration 31Q: 3 clusters Score -686877.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -686879.375000 Penalty: 3063.481445
	Iteration 32Q: 3 clusters Score -686879.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -686881.875000 Penalty: 3063.481445
	Iteration 33Q: 3 clusters Score -686881.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -686883.062500 Penalty: 3063.481445
	Iteration 34Q: 3 clusters Score -686883.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -686883.687500 Penalty: 3063.481445
	Iteration 35Q: 3 clusters Score -686883.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -686884.312500 Penalty: 3063.481445
	Iteration 36Q: 3 clusters Score -686884.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -686885.375000 Penalty: 3063.481445
	Iteration 37Q: 3 clusters Score -686885.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -686885.375000 Penalty: 3063.481445
	Iteration 38F: 3 clusters Score -686885.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Entering Unmasked Estep 
Score: -494927.125000 Penalty: 1502.693848
	Iteration 0F: 2 clusters Score -494927.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -487418.281250 Penalty: 3005.387695
	Iteration 0F: 3 clusters Score -487418.3 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -489852.406250 Penalty: 3005.387695
	Iteration 1F: 3 clusters Score -489852.4 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -490104.250000 Penalty: 3005.387695
	Iteration 2F: 3 clusters Score -490104.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -490339.218750 Penalty: 3005.387695
	Iteration 3F: 3 clusters Score -490339.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -490629.031250 Penalty: 3005.387695
	Iteration 4F: 3 clusters Score -490629 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -490990.718750 Penalty: 3005.387695
	Iteration 5F: 3 clusters Score -490990.7 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -491348.062500 Penalty: 3005.387695
	Iteration 6F: 3 clusters Score -491348.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -491651.906250 Penalty: 3005.387695
	Iteration 7F: 3 clusters Score -491651.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -491895.406250 Penalty: 3005.387695
	Iteration 8Q: 3 clusters Score -491895.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -492118.937500 Penalty: 3005.387695
	Iteration 9Q: 3 clusters Score -492118.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -492305.093750 Penalty: 3005.387695
	Iteration 10Q: 3 clusters Score -492305.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -492471.656250 Penalty: 3005.387695
	Iteration 11Q: 3 clusters Score -492471.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -492665.062500 Penalty: 3005.387695
	Iteration 12Q: 3 clusters Score -492665.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -492856.375000 Penalty: 3005.387695
	Iteration 13Q: 3 clusters Score -492856.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -493006.062500 Penalty: 3005.387695
	Iteration 14Q: 3 clusters Score -493006.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -493116.218750 Penalty: 3005.387695
	Iteration 15Q: 3 clusters Score -493116.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -493197.875000 Penalty: 3005.387695
	Iteration 16Q: 3 clusters Score -493197.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -493260.468750 Penalty: 3005.387695
	Iteration 17Q: 3 clusters Score -493260.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -493317.187500 Penalty: 3005.387695
	Iteration 18Q: 3 clusters Score -493317.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -493362.625000 Penalty: 3005.387695
	Iteration 19Q: 3 clusters Score -493362.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -493413.875000 Penalty: 3005.387695
	Iteration 20F: 3 clusters Score -493413.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -493473.468750 Penalty: 3005.387695
	Iteration 21Q: 3 clusters Score -493473.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -493530.937500 Penalty: 3005.387695
	Iteration 22Q: 3 clusters Score -493530.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -493579.687500 Penalty: 3005.387695
	Iteration 23Q: 3 clusters Score -493579.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -493628.781250 Penalty: 3005.387695
	Iteration 24Q: 3 clusters Score -493628.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -493670.781250 Penalty: 3005.387695
	Iteration 25Q: 3 clusters Score -493670.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -493703.250000 Penalty: 3005.387695
	Iteration 26Q: 3 clusters Score -493703.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -493729.312500 Penalty: 3005.387695
	Iteration 27Q: 3 clusters Score -493729.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -493741.625000 Penalty: 3005.387695
	Iteration 28Q: 3 clusters Score -493741.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -493753.156250 Penalty: 3005.387695
	Iteration 29Q: 3 clusters Score -493753.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -493769.000000 Penalty: 3005.387695
	Iteration 30Q: 3 clusters Score -493769 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -493782.312500 Penalty: 3005.387695
	Iteration 31Q: 3 clusters Score -493782.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -493793.437500 Penalty: 3005.387695
	Iteration 32Q: 3 clusters Score -493793.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -493804.812500 Penalty: 3005.387695
	Iteration 33Q: 3 clusters Score -493804.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -493812.500000 Penalty: 3005.387695
	Iteration 34Q: 3 clusters Score -493812.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -493821.250000 Penalty: 3005.387695
	Iteration 35Q: 3 clusters Score -493821.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -493827.062500 Penalty: 3005.387695
	Iteration 36Q: 3 clusters Score -493827.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -493829.781250 Penalty: 3005.387695
	Iteration 37Q: 3 clusters Score -493829.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -493834.187500 Penalty: 3005.387695
	Iteration 38Q: 3 clusters Score -493834.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -493836.125000 Penalty: 3005.387695
	Iteration 39Q: 3 clusters Score -493836.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -493839.562500 Penalty: 3005.387695
	Iteration 40F: 3 clusters Score -493839.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -493842.218750 Penalty: 3005.387695
	Iteration 41Q: 3 clusters Score -493842.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -493842.281250 Penalty: 3005.387695
	Iteration 42Q: 3 clusters Score -493842.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -493843.843750 Penalty: 3005.387695
	Iteration 43Q: 3 clusters Score -493843.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -493844.625000 Penalty: 3005.387695
	Iteration 44Q: 3 clusters Score -493844.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -493846.062500 Penalty: 3005.387695
	Iteration 45Q: 3 clusters Score -493846.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -493845.000000 Penalty: 3005.387695
	Iteration 46Q: 3 clusters Score -493845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -493845.906250 Penalty: 3005.387695
	Iteration 47Q: 3 clusters Score -493845.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -493845.968750 Penalty: 3005.387695
	Iteration 48Q: 3 clusters Score -493846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -493845.125000 Penalty: 3005.387695
	Iteration 49Q: 3 clusters Score -493845.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -493844.937500 Penalty: 3005.387695
	Iteration 50Q: 3 clusters Score -493844.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -493846.031250 Penalty: 3005.387695
	Iteration 51Q: 3 clusters Score -493846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -493845.281250 Penalty: 3005.387695
	Iteration 52Q: 3 clusters Score -493845.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -493846.250000 Penalty: 3005.387695
	Iteration 53Q: 3 clusters Score -493846.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -493846.250000 Penalty: 3005.387695
	Iteration 54F: 3 clusters Score -493846.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Entering Unmasked Estep 
Score: -182873.140625 Penalty: 1341.191772
	Iteration 0F: 2 clusters Score -182873.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -179666.296875 Penalty: 2682.383545
	Iteration 0F: 3 clusters Score -179666.3 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -180580.421875 Penalty: 2682.383545
	Iteration 1F: 3 clusters Score -180580.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -180890.437500 Penalty: 2682.383545
	Iteration 2F: 3 clusters Score -180890.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -181299.234375 Penalty: 2682.383545
	Iteration 3F: 3 clusters Score -181299.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -181657.828125 Penalty: 2682.383545
	Iteration 4F: 3 clusters Score -181657.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -181931.937500 Penalty: 2682.383545
	Iteration 5F: 3 clusters Score -181931.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -182185.656250 Penalty: 2682.383545
	Iteration 6F: 3 clusters Score -182185.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -182396.078125 Penalty: 2682.383545
	Iteration 7F: 3 clusters Score -182396.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -182543.500000 Penalty: 2682.383545
	Iteration 8Q: 3 clusters Score -182543.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -182665.031250 Penalty: 2682.383545
	Iteration 9Q: 3 clusters Score -182665 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -182749.546875 Penalty: 2682.383545
	Iteration 10Q: 3 clusters Score -182749.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -182794.031250 Penalty: 2682.383545
	Iteration 11Q: 3 clusters Score -182794 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -182823.546875 Penalty: 2682.383545
	Iteration 12Q: 3 clusters Score -182823.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -182851.468750 Penalty: 2682.383545
	Iteration 13Q: 3 clusters Score -182851.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -182871.953125 Penalty: 2682.383545
	Iteration 14Q: 3 clusters Score -182872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -182892.875000 Penalty: 2682.383545
	Iteration 15Q: 3 clusters Score -182892.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -182911.234375 Penalty: 2682.383545
	Iteration 16Q: 3 clusters Score -182911.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -182936.671875 Penalty: 2682.383545
	Iteration 17Q: 3 clusters Score -182936.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -182957.593750 Penalty: 2682.383545
	Iteration 18Q: 3 clusters Score -182957.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -182982.140625 Penalty: 2682.383545
	Iteration 19Q: 3 clusters Score -182982.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -183001.906250 Penalty: 2682.383545
	Iteration 20F: 3 clusters Score -183001.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -183022.250000 Penalty: 2682.383545
	Iteration 21Q: 3 clusters Score -183022.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -183033.359375 Penalty: 2682.383545
	Iteration 22Q: 3 clusters Score -183033.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -183038.734375 Penalty: 2682.383545
	Iteration 23Q: 3 clusters Score -183038.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -183039.656250 Penalty: 2682.383545
	Iteration 24Q: 3 clusters Score -183039.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -183041.093750 Penalty: 2682.383545
	Iteration 25Q: 3 clusters Score -183041.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -183041.625000 Penalty: 2682.383545
	Iteration 26Q: 3 clusters Score -183041.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -183042.281250 Penalty: 2682.383545
	Iteration 27Q: 3 clusters Score -183042.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -183042.343750 Penalty: 2682.383545
	Iteration 28Q: 3 clusters Score -183042.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -183042.750000 Penalty: 2682.383545
	Iteration 29Q: 3 clusters Score -183042.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -183042.531250 Penalty: 2682.383545
	Iteration 30Q: 3 clusters Score -183042.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -183042.531250 Penalty: 2682.383545
	Iteration 31F: 3 clusters Score -183042.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 279585 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 72950 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89147 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14482 members 
Mstep: Class 9 contains 59167 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34189 members 
Mstep: Class 12 contains 9292 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12408 members 
Mstep: Class 18 contains 10377 members 
Mstep: Class 19 contains 2607 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 10105 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 18448 members 
Mstep: Class 26 contains 1234 members 
Entering Unmasked Estep 
Score: -35924040.000000 Penalty: 56928.328125
Splitting cluster 19 changes total score from -35924120.000000 to -35924040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -81215.835938 Penalty: 1228.428345
	Iteration 0F: 2 clusters Score -81215.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -79278.843750 Penalty: 2456.856689
	Iteration 0F: 3 clusters Score -79278.84 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -80066.945312 Penalty: 2456.856689
	Iteration 1F: 3 clusters Score -80066.95 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -80508.570312 Penalty: 2456.856689
	Iteration 2F: 3 clusters Score -80508.57 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -80976.109375 Penalty: 2456.856689
	Iteration 3F: 3 clusters Score -80976.11 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -81347.031250 Penalty: 2456.856689
	Iteration 4F: 3 clusters Score -81347.03 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -81521.882812 Penalty: 2456.856689
	Iteration 5Q: 3 clusters Score -81521.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -81577.375000 Penalty: 2456.856689
	Iteration 6Q: 3 clusters Score -81577.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -81632.539062 Penalty: 2456.856689
	Iteration 7Q: 3 clusters Score -81632.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -81717.968750 Penalty: 2456.856689
	Iteration 8Q: 3 clusters Score -81717.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -81795.648438 Penalty: 2456.856689
	Iteration 9Q: 3 clusters Score -81795.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -81853.195312 Penalty: 2456.856689
	Iteration 10Q: 3 clusters Score -81853.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -81867.070312 Penalty: 2456.856689
	Iteration 11Q: 3 clusters Score -81867.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -81875.218750 Penalty: 2456.856689
	Iteration 12Q: 3 clusters Score -81875.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -81877.734375 Penalty: 2456.856689
	Iteration 13Q: 3 clusters Score -81877.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -81878.453125 Penalty: 2456.856689
	Iteration 14Q: 3 clusters Score -81878.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -81878.703125 Penalty: 2456.856689
	Iteration 15Q: 3 clusters Score -81878.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -81879.437500 Penalty: 2456.856689
	Iteration 16F: 3 clusters Score -81879.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -81885.226562 Penalty: 2456.856689
	Iteration 17Q: 3 clusters Score -81885.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -81887.210938 Penalty: 2456.856689
	Iteration 18Q: 3 clusters Score -81887.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -81887.375000 Penalty: 2456.856689
	Iteration 19Q: 3 clusters Score -81887.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -81887.375000 Penalty: 2456.856689
	Iteration 20F: 3 clusters Score -81887.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 279585 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 72950 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89147 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14482 members 
Mstep: Class 9 contains 59167 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34189 members 
Mstep: Class 12 contains 9292 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12408 members 
Mstep: Class 18 contains 10377 members 
Mstep: Class 19 contains 3841 members 
Mstep: Class 20 contains 946 members 
Mstep: Class 21 contains 10105 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 1756 members 
Mstep: Class 25 contains 18448 members 
Mstep: Class 26 contains 973 members 
Entering Unmasked Estep 
Score: -35924408.000000 Penalty: 56928.328125
Splitting cluster 20 changes total score from -35924120.000000 to -35924408.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 21 (10105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Entering Unmasked Estep 
Score: -470941.750000 Penalty: 1498.377686
	Iteration 0F: 2 clusters Score -470941.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -463666.625000 Penalty: 2996.755371
	Iteration 0F: 3 clusters Score -463666.6 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -466114.000000 Penalty: 2996.755371
	Iteration 1F: 3 clusters Score -466114 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -466437.156250 Penalty: 2996.755371
	Iteration 2F: 3 clusters Score -466437.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -466712.843750 Penalty: 2996.755371
	Iteration 3F: 3 clusters Score -466712.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -466978.218750 Penalty: 2996.755371
	Iteration 4Q: 3 clusters Score -466978.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -467259.718750 Penalty: 2996.755371
	Iteration 5F: 3 clusters Score -467259.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -467555.156250 Penalty: 2996.755371
	Iteration 6Q: 3 clusters Score -467555.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -467944.656250 Penalty: 2996.755371
	Iteration 7Q: 3 clusters Score -467944.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -468385.656250 Penalty: 2996.755371
	Iteration 8F: 3 clusters Score -468385.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -468825.156250 Penalty: 2996.755371
	Iteration 9Q: 3 clusters Score -468825.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -469168.468750 Penalty: 2996.755371
	Iteration 10Q: 3 clusters Score -469168.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -469372.250000 Penalty: 2996.755371
	Iteration 11Q: 3 clusters Score -469372.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -469478.343750 Penalty: 2996.755371
	Iteration 12Q: 3 clusters Score -469478.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -469550.562500 Penalty: 2996.755371
	Iteration 13Q: 3 clusters Score -469550.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -469595.468750 Penalty: 2996.755371
	Iteration 14Q: 3 clusters Score -469595.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -469626.062500 Penalty: 2996.755371
	Iteration 15Q: 3 clusters Score -469626.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -469649.781250 Penalty: 2996.755371
	Iteration 16Q: 3 clusters Score -469649.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -469665.250000 Penalty: 2996.755371
	Iteration 17Q: 3 clusters Score -469665.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -469674.593750 Penalty: 2996.755371
	Iteration 18Q: 3 clusters Score -469674.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -469681.187500 Penalty: 2996.755371
	Iteration 19Q: 3 clusters Score -469681.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -469684.281250 Penalty: 2996.755371
	Iteration 20F: 3 clusters Score -469684.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -469687.250000 Penalty: 2996.755371
	Iteration 21Q: 3 clusters Score -469687.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -469691.687500 Penalty: 2996.755371
	Iteration 22Q: 3 clusters Score -469691.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -469695.562500 Penalty: 2996.755371
	Iteration 23Q: 3 clusters Score -469695.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -469696.468750 Penalty: 2996.755371
	Iteration 24Q: 3 clusters Score -469696.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -469699.687500 Penalty: 2996.755371
	Iteration 25Q: 3 clusters Score -469699.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -469704.562500 Penalty: 2996.755371
	Iteration 26Q: 3 clusters Score -469704.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -469709.562500 Penalty: 2996.755371
	Iteration 27Q: 3 clusters Score -469709.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -469712.718750 Penalty: 2996.755371
	Iteration 28Q: 3 clusters Score -469712.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -469714.687500 Penalty: 2996.755371
	Iteration 29Q: 3 clusters Score -469714.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -469714.812500 Penalty: 2996.755371
	Iteration 30Q: 3 clusters Score -469714.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -469714.281250 Penalty: 2996.755371
	Iteration 31Q: 3 clusters Score -469714.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -469716.000000 Penalty: 2996.755371
	Iteration 32Q: 3 clusters Score -469716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -469717.062500 Penalty: 2996.755371
	Iteration 33Q: 3 clusters Score -469717.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -469716.968750 Penalty: 2996.755371
	Iteration 34Q: 3 clusters Score -469717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -469718.218750 Penalty: 2996.755371
	Iteration 35Q: 3 clusters Score -469718.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -469718.625000 Penalty: 2996.755371
	Iteration 36Q: 3 clusters Score -469718.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -469719.718750 Penalty: 2996.755371
	Iteration 37Q: 3 clusters Score -469719.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -469719.406250 Penalty: 2996.755371
	Iteration 38Q: 3 clusters Score -469719.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -469718.843750 Penalty: 2996.755371
	Iteration 39Q: 3 clusters Score -469718.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -469718.843750 Penalty: 2996.755371
	Iteration 40F: 3 clusters Score -469718.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Entering Unmasked Estep 
Score: -115008.187500 Penalty: 1304.199585
	Iteration 0F: 2 clusters Score -115008.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -112292.328125 Penalty: 2608.399170
	Iteration 0F: 3 clusters Score -112292.3 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -113062.742188 Penalty: 2608.399170
	Iteration 1F: 3 clusters Score -113062.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -113266.570312 Penalty: 2608.399170
	Iteration 2F: 3 clusters Score -113266.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -113414.968750 Penalty: 2608.399170
	Iteration 3F: 3 clusters Score -113415 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -113578.140625 Penalty: 2608.399170
	Iteration 4F: 3 clusters Score -113578.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -113740.101562 Penalty: 2608.399170
	Iteration 5Q: 3 clusters Score -113740.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -113898.906250 Penalty: 2608.399170
	Iteration 6Q: 3 clusters Score -113898.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -114028.398438 Penalty: 2608.399170
	Iteration 7Q: 3 clusters Score -114028.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -114122.570312 Penalty: 2608.399170
	Iteration 8Q: 3 clusters Score -114122.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -114182.976562 Penalty: 2608.399170
	Iteration 9Q: 3 clusters Score -114183 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -114216.687500 Penalty: 2608.399170
	Iteration 10Q: 3 clusters Score -114216.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -114235.656250 Penalty: 2608.399170
	Iteration 11Q: 3 clusters Score -114235.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -114251.851562 Penalty: 2608.399170
	Iteration 12Q: 3 clusters Score -114251.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -114264.421875 Penalty: 2608.399170
	Iteration 13Q: 3 clusters Score -114264.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -114273.562500 Penalty: 2608.399170
	Iteration 14Q: 3 clusters Score -114273.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -114286.140625 Penalty: 2608.399170
	Iteration 15Q: 3 clusters Score -114286.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -114299.109375 Penalty: 2608.399170
	Iteration 16Q: 3 clusters Score -114299.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -114310.398438 Penalty: 2608.399170
	Iteration 17Q: 3 clusters Score -114310.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -114317.445312 Penalty: 2608.399170
	Iteration 18Q: 3 clusters Score -114317.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -114324.687500 Penalty: 2608.399170
	Iteration 19Q: 3 clusters Score -114324.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -114331.507812 Penalty: 2608.399170
	Iteration 20F: 3 clusters Score -114331.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -114334.125000 Penalty: 2608.399170
	Iteration 21Q: 3 clusters Score -114334.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -114336.984375 Penalty: 2608.399170
	Iteration 22Q: 3 clusters Score -114337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -114341.250000 Penalty: 2608.399170
	Iteration 23Q: 3 clusters Score -114341.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -114343.742188 Penalty: 2608.399170
	Iteration 24Q: 3 clusters Score -114343.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -114345.367188 Penalty: 2608.399170
	Iteration 25Q: 3 clusters Score -114345.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -114347.062500 Penalty: 2608.399170
	Iteration 26Q: 3 clusters Score -114347.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -114347.726562 Penalty: 2608.399170
	Iteration 27Q: 3 clusters Score -114347.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -114349.210938 Penalty: 2608.399170
	Iteration 28Q: 3 clusters Score -114349.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -114349.328125 Penalty: 2608.399170
	Iteration 29Q: 3 clusters Score -114349.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -114349.734375 Penalty: 2608.399170
	Iteration 30Q: 3 clusters Score -114349.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -114349.734375 Penalty: 2608.399170
	Iteration 31F: 3 clusters Score -114349.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Entering Unmasked Estep 
Score: -319177.593750 Penalty: 1430.091919
	Iteration 0F: 2 clusters Score -319177.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -314163.218750 Penalty: 2860.183838
	Iteration 0F: 3 clusters Score -314163.2 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -315752.312500 Penalty: 2860.183838
	Iteration 1F: 3 clusters Score -315752.3 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -316027.656250 Penalty: 2860.183838
	Iteration 2F: 3 clusters Score -316027.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -316317.343750 Penalty: 2860.183838
	Iteration 3F: 3 clusters Score -316317.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -316630.156250 Penalty: 2860.183838
	Iteration 4F: 3 clusters Score -316630.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -316874.906250 Penalty: 2860.183838
	Iteration 5F: 3 clusters Score -316874.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -317134.156250 Penalty: 2860.183838
	Iteration 6F: 3 clusters Score -317134.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -317417.968750 Penalty: 2860.183838
	Iteration 7F: 3 clusters Score -317418 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -317674.531250 Penalty: 2860.183838
	Iteration 8Q: 3 clusters Score -317674.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -317872.343750 Penalty: 2860.183838
	Iteration 9Q: 3 clusters Score -317872.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -318072.750000 Penalty: 2860.183838
	Iteration 10Q: 3 clusters Score -318072.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -318256.906250 Penalty: 2860.183838
	Iteration 11Q: 3 clusters Score -318256.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -318410.656250 Penalty: 2860.183838
	Iteration 12Q: 3 clusters Score -318410.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -318537.281250 Penalty: 2860.183838
	Iteration 13Q: 3 clusters Score -318537.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -318606.656250 Penalty: 2860.183838
	Iteration 14Q: 3 clusters Score -318606.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -318640.875000 Penalty: 2860.183838
	Iteration 15Q: 3 clusters Score -318640.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -318666.718750 Penalty: 2860.183838
	Iteration 16Q: 3 clusters Score -318666.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -318686.906250 Penalty: 2860.183838
	Iteration 17Q: 3 clusters Score -318686.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -318701.031250 Penalty: 2860.183838
	Iteration 18Q: 3 clusters Score -318701 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -318709.406250 Penalty: 2860.183838
	Iteration 19Q: 3 clusters Score -318709.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -318713.125000 Penalty: 2860.183838
	Iteration 20F: 3 clusters Score -318713.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -318715.062500 Penalty: 2860.183838
	Iteration 21Q: 3 clusters Score -318715.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -318716.531250 Penalty: 2860.183838
	Iteration 22Q: 3 clusters Score -318716.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -318719.750000 Penalty: 2860.183838
	Iteration 23Q: 3 clusters Score -318719.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -318721.625000 Penalty: 2860.183838
	Iteration 24Q: 3 clusters Score -318721.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -318724.625000 Penalty: 2860.183838
	Iteration 25Q: 3 clusters Score -318724.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -318725.468750 Penalty: 2860.183838
	Iteration 26Q: 3 clusters Score -318725.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -318725.937500 Penalty: 2860.183838
	Iteration 27Q: 3 clusters Score -318725.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -318726.437500 Penalty: 2860.183838
	Iteration 28Q: 3 clusters Score -318726.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -318726.406250 Penalty: 2860.183838
	Iteration 29Q: 3 clusters Score -318726.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -318726.937500 Penalty: 2860.183838
	Iteration 30Q: 3 clusters Score -318726.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -318727.687500 Penalty: 2860.183838
	Iteration 31Q: 3 clusters Score -318727.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -318727.281250 Penalty: 2860.183838
	Iteration 32Q: 3 clusters Score -318727.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -318728.531250 Penalty: 2860.183838
	Iteration 33Q: 3 clusters Score -318728.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -318728.531250 Penalty: 2860.183838
	Iteration 34Q: 3 clusters Score -318728.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -318728.531250 Penalty: 2860.183838
	Iteration 35F: 3 clusters Score -318728.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Entering Unmasked Estep 
Score: -83579.320312 Penalty: 1214.004028
	Iteration 0F: 2 clusters Score -83579.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -81660.734375 Penalty: 2428.008057
	Iteration 0F: 3 clusters Score -81660.73 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -82110.585938 Penalty: 2428.008057
	Iteration 1F: 3 clusters Score -82110.59 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -82266.101562 Penalty: 2428.008057
	Iteration 2F: 3 clusters Score -82266.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -82362.781250 Penalty: 2428.008057
	Iteration 3F: 3 clusters Score -82362.78 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -82444.523438 Penalty: 2428.008057
	Iteration 4Q: 3 clusters Score -82444.52 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -82569.117188 Penalty: 2428.008057
	Iteration 5Q: 3 clusters Score -82569.12 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -82670.046875 Penalty: 2428.008057
	Iteration 6Q: 3 clusters Score -82670.05 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -82733.539062 Penalty: 2428.008057
	Iteration 7Q: 3 clusters Score -82733.54 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -82777.265625 Penalty: 2428.008057
	Iteration 8Q: 3 clusters Score -82777.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -82812.773438 Penalty: 2428.008057
	Iteration 9Q: 3 clusters Score -82812.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -82850.929688 Penalty: 2428.008057
	Iteration 10Q: 3 clusters Score -82850.93 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -82901.125000 Penalty: 2428.008057
	Iteration 11Q: 3 clusters Score -82901.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -82949.554688 Penalty: 2428.008057
	Iteration 12Q: 3 clusters Score -82949.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -82996.617188 Penalty: 2428.008057
	Iteration 13Q: 3 clusters Score -82996.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -83053.437500 Penalty: 2428.008057
	Iteration 14Q: 3 clusters Score -83053.44 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -83114.484375 Penalty: 2428.008057
	Iteration 15Q: 3 clusters Score -83114.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -83166.445312 Penalty: 2428.008057
	Iteration 16Q: 3 clusters Score -83166.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -83195.250000 Penalty: 2428.008057
	Iteration 17Q: 3 clusters Score -83195.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -83217.218750 Penalty: 2428.008057
	Iteration 18Q: 3 clusters Score -83217.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -83227.156250 Penalty: 2428.008057
	Iteration 19Q: 3 clusters Score -83227.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -83233.656250 Penalty: 2428.008057
	Iteration 20F: 3 clusters Score -83233.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -83237.484375 Penalty: 2428.008057
	Iteration 21Q: 3 clusters Score -83237.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -83238.648438 Penalty: 2428.008057
	Iteration 22Q: 3 clusters Score -83238.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -83238.648438 Penalty: 2428.008057
	Iteration 23F: 3 clusters Score -83238.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 279585 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 72950 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89147 members 
Mstep: Class 6 contains 7455 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14482 members 
Mstep: Class 9 contains 59167 members 
Mstep: Class 10 contains 14519 members 
Mstep: Class 11 contains 34189 members 
Mstep: Class 12 contains 9292 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12408 members 
Mstep: Class 18 contains 10377 members 
Mstep: Class 19 contains 3841 members 
Mstep: Class 20 contains 946 members 
Mstep: Class 21 contains 10105 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35925652.000000 Penalty: 56928.328125
Iteration 212F: 27 clusters Score -3.592565e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 278584 members 
Mstep: Class 2 contains 8323 members 
Mstep: Class 3 contains 73192 members 
Mstep: Class 4 contains 28531 members 
Mstep: Class 5 contains 89419 members 
Mstep: Class 6 contains 7457 members 
Mstep: Class 7 contains 3337 members 
Mstep: Class 8 contains 14536 members 
Mstep: Class 9 contains 59167 members 
Mstep: Class 10 contains 14513 members 
Mstep: Class 11 contains 33985 members 
Mstep: Class 12 contains 9316 members 
Mstep: Class 13 contains 6801 members 
Mstep: Class 14 contains 1031 members 
Mstep: Class 15 contains 4426 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 12729 members 
Mstep: Class 18 contains 10430 members 
Mstep: Class 19 contains 3841 members 
Mstep: Class 20 contains 991 members 
Mstep: Class 21 contains 10108 members 
Mstep: Class 22 contains 3082 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 1749 members 
Mstep: Class 25 contains 18634 members 
Mstep: Class 26 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35926048.000000 Penalty: 56928.328125
Iteration 213Q: 27 clusters Score -3.592605e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 277550 members 
Mstep: Class 2 contains 8322 members 
Mstep: Class 3 contains 73395 members 
Mstep: Class 4 contains 28532 members 
Mstep: Class 5 contains 89602 members 
Mstep: Class 6 contains 7476 members 
Mstep: Class 7 contains 3338 members 
Mstep: Class 8 contains 14566 members 
Mstep: Class 9 contains 59165 members 
Mstep: Class 10 contains 14510 members 
Mstep: Class 11 contains 33878 members 
Mstep: Class 12 contains 9319 members 
Mstep: Class 13 contains 6801 members 
Mstep: Class 14 contains 1031 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 13058 members 
Mstep: Class 18 contains 10527 members 
Mstep: Class 19 contains 3836 members 
Mstep: Class 20 contains 1027 members 
Mstep: Class 21 contains 10109 members 
Mstep: Class 22 contains 3073 members 
Mstep: Class 23 contains 6588 members 
Mstep: Class 24 contains 1747 members 
Mstep: Class 25 contains 18918 members 
Mstep: Class 26 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35926332.000000 Penalty: 56928.328125
Iteration 214Q: 27 clusters Score -3.592633e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 276459 members 
Mstep: Class 2 contains 8317 members 
Mstep: Class 3 contains 73613 members 
Mstep: Class 4 contains 28532 members 
Mstep: Class 5 contains 89734 members 
Mstep: Class 6 contains 7492 members 
Mstep: Class 7 contains 3338 members 
Mstep: Class 8 contains 14591 members 
Mstep: Class 9 contains 59163 members 
Mstep: Class 10 contains 14512 members 
Mstep: Class 11 contains 33818 members 
Mstep: Class 12 contains 9310 members 
Mstep: Class 13 contains 6801 members 
Mstep: Class 14 contains 1032 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 9042 members 
Mstep: Class 17 contains 13383 members 
Mstep: Class 18 contains 10626 members 
Mstep: Class 19 contains 3829 members 
Mstep: Class 20 contains 1072 members 
Mstep: Class 21 contains 10105 members 
Mstep: Class 22 contains 3070 members 
Mstep: Class 23 contains 6555 members 
Mstep: Class 24 contains 1748 members 
Mstep: Class 25 contains 19266 members 
Mstep: Class 26 contains 974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35926572.000000 Penalty: 56928.328125
Iteration 215Q: 27 clusters Score -3.592657e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 275384 members 
Mstep: Class 2 contains 8308 members 
Mstep: Class 3 contains 73819 members 
Mstep: Class 4 contains 28532 members 
Mstep: Class 5 contains 89877 members 
Mstep: Class 6 contains 7504 members 
Mstep: Class 7 contains 3338 members 
Mstep: Class 8 contains 14611 members 
Mstep: Class 9 contains 59161 members 
Mstep: Class 10 contains 14509 members 
Mstep: Class 11 contains 33774 members 
Mstep: Class 12 contains 9303 members 
Mstep: Class 13 contains 6801 members 
Mstep: Class 14 contains 1032 members 
Mstep: Class 15 contains 4431 members 
Mstep: Class 16 contains 9043 members 
Mstep: Class 17 contains 13689 members 
Mstep: Class 18 contains 10712 members 
Mstep: Class 19 contains 3822 members 
Mstep: Class 20 contains 1108 members 
Mstep: Class 21 contains 10103 members 
Mstep: Class 22 contains 3067 members 
Mstep: Class 23 contains 6529 members 
Mstep: Class 24 contains 1750 members 
Mstep: Class 25 contains 19620 members 
Mstep: Class 26 contains 977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35926852.000000 Penalty: 56928.328125
Iteration 216Q: 27 clusters Score -3.592685e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 274363 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 73993 members 
Mstep: Class 4 contains 28535 members 
Mstep: Class 5 contains 89988 members 
Mstep: Class 6 contains 7519 members 
Mstep: Class 7 contains 3338 members 
Mstep: Class 8 contains 14624 members 
Mstep: Class 9 contains 59160 members 
Mstep: Class 10 contains 14510 members 
Mstep: Class 11 contains 33727 members 
Mstep: Class 12 contains 9294 members 
Mstep: Class 13 contains 6802 members 
Mstep: Class 14 contains 1032 members 
Mstep: Class 15 contains 4432 members 
Mstep: Class 16 contains 9043 members 
Mstep: Class 17 contains 13993 members 
Mstep: Class 18 contains 10783 members 
Mstep: Class 19 contains 3808 members 
Mstep: Class 20 contains 1126 members 
Mstep: Class 21 contains 10095 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 6536 members 
Mstep: Class 24 contains 1755 members 
Mstep: Class 25 contains 19998 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35927052.000000 Penalty: 56928.328125
Iteration 217Q: 27 clusters Score -3.592705e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 273361 members 
Mstep: Class 2 contains 8301 members 
Mstep: Class 3 contains 74148 members 
Mstep: Class 4 contains 28536 members 
Mstep: Class 5 contains 90097 members 
Mstep: Class 6 contains 7530 members 
Mstep: Class 7 contains 3338 members 
Mstep: Class 8 contains 14639 members 
Mstep: Class 9 contains 59160 members 
Mstep: Class 10 contains 14513 members 
Mstep: Class 11 contains 33698 members 
Mstep: Class 12 contains 9296 members 
Mstep: Class 13 contains 6802 members 
Mstep: Class 14 contains 1033 members 
Mstep: Class 15 contains 4439 members 
Mstep: Class 16 contains 9043 members 
Mstep: Class 17 contains 14253 members 
Mstep: Class 18 contains 10848 members 
Mstep: Class 19 contains 3790 members 
Mstep: Class 20 contains 1143 members 
Mstep: Class 21 contains 10086 members 
Mstep: Class 22 contains 3062 members 
Mstep: Class 23 contains 6554 members 
Mstep: Class 24 contains 1754 members 
Mstep: Class 25 contains 20396 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35927300.000000 Penalty: 56928.328125
Iteration 218Q: 27 clusters Score -3.59273e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 272383 members 
Mstep: Class 2 contains 8291 members 
Mstep: Class 3 contains 74308 members 
Mstep: Class 4 contains 28536 members 
Mstep: Class 5 contains 90206 members 
Mstep: Class 6 contains 7537 members 
Mstep: Class 7 contains 3338 members 
Mstep: Class 8 contains 14652 members 
Mstep: Class 9 contains 59160 members 
Mstep: Class 10 contains 14513 members 
Mstep: Class 11 contains 33674 members 
Mstep: Class 12 contains 9301 members 
Mstep: Class 13 contains 6801 members 
Mstep: Class 14 contains 1032 members 
Mstep: Class 15 contains 4439 members 
Mstep: Class 16 contains 9045 members 
Mstep: Class 17 contains 14521 members 
Mstep: Class 18 contains 10912 members 
Mstep: Class 19 contains 3779 members 
Mstep: Class 20 contains 1158 members 
Mstep: Class 21 contains 10084 members 
Mstep: Class 22 contains 3055 members 
Mstep: Class 23 contains 6566 members 
Mstep: Class 24 contains 1757 members 
Mstep: Class 25 contains 20769 members 
Mstep: Class 26 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35927424.000000 Penalty: 56928.328125
Iteration 219Q: 27 clusters Score -3.592742e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 271486 members 
Mstep: Class 2 contains 8285 members 
Mstep: Class 3 contains 74444 members 
Mstep: Class 4 contains 28533 members 
Mstep: Class 5 contains 90277 members 
Mstep: Class 6 contains 7550 members 
Mstep: Class 7 contains 3337 members 
Mstep: Class 8 contains 14661 members 
Mstep: Class 9 contains 59161 members 
Mstep: Class 10 contains 14510 members 
Mstep: Class 11 contains 33648 members 
Mstep: Class 12 contains 9297 members 
Mstep: Class 13 contains 6802 members 
Mstep: Class 14 contains 1031 members 
Mstep: Class 15 contains 4436 members 
Mstep: Class 16 contains 9048 members 
Mstep: Class 17 contains 14763 members 
Mstep: Class 18 contains 10982 members 
Mstep: Class 19 contains 3763 members 
Mstep: Class 20 contains 1166 members 
Mstep: Class 21 contains 10079 members 
Mstep: Class 22 contains 3059 members 
Mstep: Class 23 contains 6588 members 
Mstep: Class 24 contains 1763 members 
Mstep: Class 25 contains 21148 members 
Mstep: Class 26 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35927480.000000 Penalty: 56928.328125
Iteration 220F: 27 clusters Score -3.592748e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 270618 members 
Mstep: Class 2 contains 8275 members 
Mstep: Class 3 contains 74580 members 
Mstep: Class 4 contains 28532 members 
Mstep: Class 5 contains 90332 members 
Mstep: Class 6 contains 7560 members 
Mstep: Class 7 contains 3337 members 
Mstep: Class 8 contains 14665 members 
Mstep: Class 9 contains 59161 members 
Mstep: Class 10 contains 14506 members 
Mstep: Class 11 contains 33653 members 
Mstep: Class 12 contains 9289 members 
Mstep: Class 13 contains 6804 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 15 contains 4436 members 
Mstep: Class 16 contains 9051 members 
Mstep: Class 17 contains 15016 members 
Mstep: Class 18 contains 11051 members 
Mstep: Class 19 contains 3738 members 
Mstep: Class 20 contains 1177 members 
Mstep: Class 21 contains 10075 members 
Mstep: Class 22 contains 3058 members 
Mstep: Class 23 contains 6598 members 
Mstep: Class 24 contains 1770 members 
Mstep: Class 25 contains 21503 members 
Mstep: Class 26 contains 989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35927644.000000 Penalty: 56928.328125
Iteration 221Q: 27 clusters Score -3.592764e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 269737 members 
Mstep: Class 2 contains 8272 members 
Mstep: Class 3 contains 74713 members 
Mstep: Class 4 contains 28529 members 
Mstep: Class 5 contains 90407 members 
Mstep: Class 6 contains 7568 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14656 members 
Mstep: Class 9 contains 59160 members 
Mstep: Class 10 contains 14503 members 
Mstep: Class 11 contains 33657 members 
Mstep: Class 12 contains 9281 members 
Mstep: Class 13 contains 6801 members 
Mstep: Class 14 contains 1028 members 
Mstep: Class 15 contains 4434 members 
Mstep: Class 16 contains 9054 members 
Mstep: Class 17 contains 15291 members 
Mstep: Class 18 contains 11125 members 
Mstep: Class 19 contains 3721 members 
Mstep: Class 20 contains 1186 members 
Mstep: Class 21 contains 10067 members 
Mstep: Class 22 contains 3052 members 
Mstep: Class 23 contains 6615 members 
Mstep: Class 24 contains 1774 members 
Mstep: Class 25 contains 21848 members 
Mstep: Class 26 contains 989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35927804.000000 Penalty: 56928.328125
Iteration 222Q: 27 clusters Score -3.59278e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 268833 members 
Mstep: Class 2 contains 8264 members 
Mstep: Class 3 contains 74845 members 
Mstep: Class 4 contains 28529 members 
Mstep: Class 5 contains 90486 members 
Mstep: Class 6 contains 7580 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14657 members 
Mstep: Class 9 contains 59154 members 
Mstep: Class 10 contains 14505 members 
Mstep: Class 11 contains 33645 members 
Mstep: Class 12 contains 9272 members 
Mstep: Class 13 contains 6800 members 
Mstep: Class 14 contains 1026 members 
Mstep: Class 15 contains 4435 members 
Mstep: Class 16 contains 9056 members 
Mstep: Class 17 contains 15559 members 
Mstep: Class 18 contains 11209 members 
Mstep: Class 19 contains 3698 members 
Mstep: Class 20 contains 1198 members 
Mstep: Class 21 contains 10061 members 
Mstep: Class 22 contains 3044 members 
Mstep: Class 23 contains 6639 members 
Mstep: Class 24 contains 1776 members 
Mstep: Class 25 contains 22207 members 
Mstep: Class 26 contains 990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35927956.000000 Penalty: 56928.328125
Iteration 223Q: 27 clusters Score -3.592796e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 267918 members 
Mstep: Class 2 contains 8264 members 
Mstep: Class 3 contains 74967 members 
Mstep: Class 4 contains 28525 members 
Mstep: Class 5 contains 90559 members 
Mstep: Class 6 contains 7591 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14656 members 
Mstep: Class 9 contains 59151 members 
Mstep: Class 10 contains 14502 members 
Mstep: Class 11 contains 33640 members 
Mstep: Class 12 contains 9270 members 
Mstep: Class 13 contains 6801 members 
Mstep: Class 14 contains 1027 members 
Mstep: Class 15 contains 4437 members 
Mstep: Class 16 contains 9061 members 
Mstep: Class 17 contains 15844 members 
Mstep: Class 18 contains 11285 members 
Mstep: Class 19 contains 3678 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 10052 members 
Mstep: Class 22 contains 3038 members 
Mstep: Class 23 contains 6663 members 
Mstep: Class 24 contains 1776 members 
Mstep: Class 25 contains 22564 members 
Mstep: Class 26 contains 989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35927960.000000 Penalty: 56928.328125
Iteration 224Q: 27 clusters Score -3.592796e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 266987 members 
Mstep: Class 2 contains 8263 members 
Mstep: Class 3 contains 75117 members 
Mstep: Class 4 contains 28521 members 
Mstep: Class 5 contains 90639 members 
Mstep: Class 6 contains 7601 members 
Mstep: Class 7 contains 3336 members 
Mstep: Class 8 contains 14662 members 
Mstep: Class 9 contains 59146 members 
Mstep: Class 10 contains 14503 members 
Mstep: Class 11 contains 33640 members 
Mstep: Class 12 contains 9261 members 
Mstep: Class 13 contains 6805 members 
Mstep: Class 14 contains 1023 members 
Mstep: Class 15 contains 4437 members 
Mstep: Class 16 contains 9066 members 
Mstep: Class 17 contains 16097 members 
Mstep: Class 18 contains 11374 members 
Mstep: Class 19 contains 3664 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 10040 members 
Mstep: Class 22 contains 3032 members 
Mstep: Class 23 contains 6685 members 
Mstep: Class 24 contains 1774 members 
Mstep: Class 25 contains 22927 members 
Mstep: Class 26 contains 988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35928080.000000 Penalty: 56928.328125
Iteration 225Q: 27 clusters Score -3.592808e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 266055 members 
Mstep: Class 2 contains 8261 members 
Mstep: Class 3 contains 75242 members 
Mstep: Class 4 contains 28515 members 
Mstep: Class 5 contains 90708 members 
Mstep: Class 6 contains 7613 members 
Mstep: Class 7 contains 3335 members 
Mstep: Class 8 contains 14661 members 
Mstep: Class 9 contains 59138 members 
Mstep: Class 10 contains 14501 members 
Mstep: Class 11 contains 33650 members 
Mstep: Class 12 contains 9259 members 
Mstep: Class 13 contains 6809 members 
Mstep: Class 14 contains 1021 members 
Mstep: Class 15 contains 4434 members 
Mstep: Class 16 contains 9072 members 
Mstep: Class 17 contains 16366 members 
Mstep: Class 18 contains 11475 members 
Mstep: Class 19 contains 3643 members 
Mstep: Class 20 contains 1215 members 
Mstep: Class 21 contains 10026 members 
Mstep: Class 22 contains 3026 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 1777 members 
Mstep: Class 25 contains 23302 members 
Mstep: Class 26 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35928324.000000 Penalty: 56928.328125
Iteration 226Q: 27 clusters Score -3.592832e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 265105 members 
Mstep: Class 2 contains 8260 members 
Mstep: Class 3 contains 75352 members 
Mstep: Class 4 contains 28513 members 
Mstep: Class 5 contains 90745 members 
Mstep: Class 6 contains 7623 members 
Mstep: Class 7 contains 3335 members 
Mstep: Class 8 contains 14668 members 
Mstep: Class 9 contains 59132 members 
Mstep: Class 10 contains 14497 members 
Mstep: Class 11 contains 33664 members 
Mstep: Class 12 contains 9248 members 
Mstep: Class 13 contains 6809 members 
Mstep: Class 14 contains 1022 members 
Mstep: Class 15 contains 4434 members 
Mstep: Class 16 contains 9076 members 
Mstep: Class 17 contains 16674 members 
Mstep: Class 18 contains 11575 members 
Mstep: Class 19 contains 3625 members 
Mstep: Class 20 contains 1218 members 
Mstep: Class 21 contains 10019 members 
Mstep: Class 22 contains 3009 members 
Mstep: Class 23 contains 6739 members 
Mstep: Class 24 contains 1778 members 
Mstep: Class 25 contains 23698 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35928468.000000 Penalty: 56928.328125
Iteration 227Q: 27 clusters Score -3.592847e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 264153 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 75459 members 
Mstep: Class 4 contains 28510 members 
Mstep: Class 5 contains 90796 members 
Mstep: Class 6 contains 7633 members 
Mstep: Class 7 contains 3335 members 
Mstep: Class 8 contains 14673 members 
Mstep: Class 9 contains 59129 members 
Mstep: Class 10 contains 14490 members 
Mstep: Class 11 contains 33665 members 
Mstep: Class 12 contains 9245 members 
Mstep: Class 13 contains 6814 members 
Mstep: Class 14 contains 1020 members 
Mstep: Class 15 contains 4435 members 
Mstep: Class 16 contains 9081 members 
Mstep: Class 17 contains 16968 members 
Mstep: Class 18 contains 11686 members 
Mstep: Class 19 contains 3605 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 10006 members 
Mstep: Class 22 contains 2997 members 
Mstep: Class 23 contains 6766 members 
Mstep: Class 24 contains 1781 members 
Mstep: Class 25 contains 24097 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35928544.000000 Penalty: 56928.328125
Iteration 228Q: 27 clusters Score -3.592854e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 263169 members 
Mstep: Class 2 contains 8251 members 
Mstep: Class 3 contains 75597 members 
Mstep: Class 4 contains 28507 members 
Mstep: Class 5 contains 90854 members 
Mstep: Class 6 contains 7643 members 
Mstep: Class 7 contains 3335 members 
Mstep: Class 8 contains 14669 members 
Mstep: Class 9 contains 59125 members 
Mstep: Class 10 contains 14485 members 
Mstep: Class 11 contains 33676 members 
Mstep: Class 12 contains 9234 members 
Mstep: Class 13 contains 6812 members 
Mstep: Class 14 contains 1018 members 
Mstep: Class 15 contains 4439 members 
Mstep: Class 16 contains 9084 members 
Mstep: Class 17 contains 17293 members 
Mstep: Class 18 contains 11795 members 
Mstep: Class 19 contains 3593 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 9999 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 6785 members 
Mstep: Class 24 contains 1786 members 
Mstep: Class 25 contains 24475 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35928624.000000 Penalty: 56928.328125
Iteration 229Q: 27 clusters Score -3.592862e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 262196 members 
Mstep: Class 2 contains 8245 members 
Mstep: Class 3 contains 75757 members 
Mstep: Class 4 contains 28506 members 
Mstep: Class 5 contains 90894 members 
Mstep: Class 6 contains 7652 members 
Mstep: Class 7 contains 3334 members 
Mstep: Class 8 contains 14662 members 
Mstep: Class 9 contains 59121 members 
Mstep: Class 10 contains 14484 members 
Mstep: Class 11 contains 33703 members 
Mstep: Class 12 contains 9223 members 
Mstep: Class 13 contains 6812 members 
Mstep: Class 14 contains 1018 members 
Mstep: Class 15 contains 4440 members 
Mstep: Class 16 contains 9085 members 
Mstep: Class 17 contains 17593 members 
Mstep: Class 18 contains 11876 members 
Mstep: Class 19 contains 3584 members 
Mstep: Class 20 contains 1214 members 
Mstep: Class 21 contains 9997 members 
Mstep: Class 22 contains 2970 members 
Mstep: Class 23 contains 6796 members 
Mstep: Class 24 contains 1787 members 
Mstep: Class 25 contains 24869 members 
Mstep: Class 26 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35928688.000000 Penalty: 56928.328125
Iteration 230Q: 27 clusters Score -3.592869e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 261179 members 
Mstep: Class 2 contains 8245 members 
Mstep: Class 3 contains 75916 members 
Mstep: Class 4 contains 28506 members 
Mstep: Class 5 contains 90956 members 
Mstep: Class 6 contains 7664 members 
Mstep: Class 7 contains 3334 members 
Mstep: Class 8 contains 14655 members 
Mstep: Class 9 contains 59115 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 33736 members 
Mstep: Class 12 contains 9213 members 
Mstep: Class 13 contains 6811 members 
Mstep: Class 14 contains 1018 members 
Mstep: Class 15 contains 4437 members 
Mstep: Class 16 contains 9085 members 
Mstep: Class 17 contains 17875 members 
Mstep: Class 18 contains 11982 members 
Mstep: Class 19 contains 3572 members 
Mstep: Class 20 contains 1214 members 
Mstep: Class 21 contains 9997 members 
Mstep: Class 22 contains 2965 members 
Mstep: Class 23 contains 6816 members 
Mstep: Class 24 contains 1789 members 
Mstep: Class 25 contains 25256 members 
Mstep: Class 26 contains 988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35928748.000000 Penalty: 56928.328125
Iteration 231Q: 27 clusters Score -3.592875e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 260218 members 
Mstep: Class 2 contains 8245 members 
Mstep: Class 3 contains 76079 members 
Mstep: Class 4 contains 28506 members 
Mstep: Class 5 contains 90998 members 
Mstep: Class 6 contains 7674 members 
Mstep: Class 7 contains 3334 members 
Mstep: Class 8 contains 14651 members 
Mstep: Class 9 contains 59110 members 
Mstep: Class 10 contains 14479 members 
Mstep: Class 11 contains 33762 members 
Mstep: Class 12 contains 9186 members 
Mstep: Class 13 contains 6810 members 
Mstep: Class 14 contains 1018 members 
Mstep: Class 15 contains 4433 members 
Mstep: Class 16 contains 9084 members 
Mstep: Class 17 contains 18135 members 
Mstep: Class 18 contains 12067 members 
Mstep: Class 19 contains 3562 members 
Mstep: Class 20 contains 1214 members 
Mstep: Class 21 contains 10001 members 
Mstep: Class 22 contains 2960 members 
Mstep: Class 23 contains 6837 members 
Mstep: Class 24 contains 1789 members 
Mstep: Class 25 contains 25665 members 
Mstep: Class 26 contains 988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35928988.000000 Penalty: 56928.328125
Iteration 232Q: 27 clusters Score -3.592899e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 259253 members 
Mstep: Class 2 contains 8246 members 
Mstep: Class 3 contains 76255 members 
Mstep: Class 4 contains 28505 members 
Mstep: Class 5 contains 91038 members 
Mstep: Class 6 contains 7688 members 
Mstep: Class 7 contains 3334 members 
Mstep: Class 8 contains 14656 members 
Mstep: Class 9 contains 59105 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 33771 members 
Mstep: Class 12 contains 9156 members 
Mstep: Class 13 contains 6813 members 
Mstep: Class 14 contains 1017 members 
Mstep: Class 15 contains 4431 members 
Mstep: Class 16 contains 9085 members 
Mstep: Class 17 contains 18391 members 
Mstep: Class 18 contains 12138 members 
Mstep: Class 19 contains 3554 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 10001 members 
Mstep: Class 22 contains 2957 members 
Mstep: Class 23 contains 6863 members 
Mstep: Class 24 contains 1792 members 
Mstep: Class 25 contains 26075 members 
Mstep: Class 26 contains 988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35928964.000000 Penalty: 56928.328125
Iteration 233Q: 27 clusters Score -3.592896e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 258247 members 
Mstep: Class 2 contains 8243 members 
Mstep: Class 3 contains 76435 members 
Mstep: Class 4 contains 28503 members 
Mstep: Class 5 contains 91093 members 
Mstep: Class 6 contains 7699 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14657 members 
Mstep: Class 9 contains 59100 members 
Mstep: Class 10 contains 14479 members 
Mstep: Class 11 contains 33802 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 6817 members 
Mstep: Class 14 contains 1016 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 16 contains 9086 members 
Mstep: Class 17 contains 18653 members 
Mstep: Class 18 contains 12214 members 
Mstep: Class 19 contains 3546 members 
Mstep: Class 20 contains 1217 members 
Mstep: Class 21 contains 9999 members 
Mstep: Class 22 contains 2957 members 
Mstep: Class 23 contains 6879 members 
Mstep: Class 24 contains 1792 members 
Mstep: Class 25 contains 26485 members 
Mstep: Class 26 contains 988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35929088.000000 Penalty: 56928.328125
Iteration 234Q: 27 clusters Score -3.592909e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 257229 members 
Mstep: Class 2 contains 8244 members 
Mstep: Class 3 contains 76613 members 
Mstep: Class 4 contains 28500 members 
Mstep: Class 5 contains 91127 members 
Mstep: Class 6 contains 7713 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14648 members 
Mstep: Class 9 contains 59099 members 
Mstep: Class 10 contains 14479 members 
Mstep: Class 11 contains 33830 members 
Mstep: Class 12 contains 9120 members 
Mstep: Class 13 contains 6818 members 
Mstep: Class 14 contains 1012 members 
Mstep: Class 15 contains 4425 members 
Mstep: Class 16 contains 9087 members 
Mstep: Class 17 contains 18932 members 
Mstep: Class 18 contains 12302 members 
Mstep: Class 19 contains 3540 members 
Mstep: Class 20 contains 1219 members 
Mstep: Class 21 contains 9996 members 
Mstep: Class 22 contains 2950 members 
Mstep: Class 23 contains 6898 members 
Mstep: Class 24 contains 1792 members 
Mstep: Class 25 contains 26911 members 
Mstep: Class 26 contains 988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35929244.000000 Penalty: 56928.328125
Iteration 235Q: 27 clusters Score -3.592924e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 256169 members 
Mstep: Class 2 contains 8241 members 
Mstep: Class 3 contains 76807 members 
Mstep: Class 4 contains 28498 members 
Mstep: Class 5 contains 91182 members 
Mstep: Class 6 contains 7727 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14642 members 
Mstep: Class 9 contains 59100 members 
Mstep: Class 10 contains 14479 members 
Mstep: Class 11 contains 33847 members 
Mstep: Class 12 contains 9092 members 
Mstep: Class 13 contains 6819 members 
Mstep: Class 14 contains 1010 members 
Mstep: Class 15 contains 4428 members 
Mstep: Class 16 contains 9088 members 
Mstep: Class 17 contains 19214 members 
Mstep: Class 18 contains 12378 members 
Mstep: Class 19 contains 3531 members 
Mstep: Class 20 contains 1220 members 
Mstep: Class 21 contains 9992 members 
Mstep: Class 22 contains 2943 members 
Mstep: Class 23 contains 6931 members 
Mstep: Class 24 contains 1792 members 
Mstep: Class 25 contains 27354 members 
Mstep: Class 26 contains 988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35929360.000000 Penalty: 56928.328125
Iteration 236Q: 27 clusters Score -3.592936e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 255210 members 
Mstep: Class 2 contains 8239 members 
Mstep: Class 3 contains 76971 members 
Mstep: Class 4 contains 28496 members 
Mstep: Class 5 contains 91219 members 
Mstep: Class 6 contains 7739 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14644 members 
Mstep: Class 9 contains 59096 members 
Mstep: Class 10 contains 14478 members 
Mstep: Class 11 contains 33865 members 
Mstep: Class 12 contains 9063 members 
Mstep: Class 13 contains 6820 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 4426 members 
Mstep: Class 16 contains 9089 members 
Mstep: Class 17 contains 19498 members 
Mstep: Class 18 contains 12442 members 
Mstep: Class 19 contains 3521 members 
Mstep: Class 20 contains 1221 members 
Mstep: Class 21 contains 9992 members 
Mstep: Class 22 contains 2937 members 
Mstep: Class 23 contains 6959 members 
Mstep: Class 24 contains 1795 members 
Mstep: Class 25 contains 27756 members 
Mstep: Class 26 contains 988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35929548.000000 Penalty: 56928.328125
Iteration 237Q: 27 clusters Score -3.592955e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 254140 members 
Mstep: Class 2 contains 8236 members 
Mstep: Class 3 contains 77159 members 
Mstep: Class 4 contains 28496 members 
Mstep: Class 5 contains 91280 members 
Mstep: Class 6 contains 7746 members 
Mstep: Class 7 contains 3333 members 
Mstep: Class 8 contains 14641 members 
Mstep: Class 9 contains 59093 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 33890 members 
Mstep: Class 12 contains 9034 members 
Mstep: Class 13 contains 6821 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 9089 members 
Mstep: Class 17 contains 19821 members 
Mstep: Class 18 contains 12521 members 
Mstep: Class 19 contains 3512 members 
Mstep: Class 20 contains 1222 members 
Mstep: Class 21 contains 9989 members 
Mstep: Class 22 contains 2934 members 
Mstep: Class 23 contains 6984 members 
Mstep: Class 24 contains 1794 members 
Mstep: Class 25 contains 28174 members 
Mstep: Class 26 contains 988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35929644.000000 Penalty: 56928.328125
Iteration 238Q: 27 clusters Score -3.592964e+07 nChanged 1445
Entering ConstructFrom: 
Score: -35929644.000000 Penalty: 56928.328125
Entering ConstructFrom: 
Trying to split cluster 1 (253024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253024 members 
Entering Unmasked Estep 
Score: -13565835.000000 Penalty: 2021.701416
	Iteration 0F: 2 clusters Score -1.356584e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126410 members 
Mstep: Class 2 contains 126614 members 
Entering Unmasked Estep 
Score: -13395469.000000 Penalty: 4043.402832
	Iteration 0F: 3 clusters Score -1.339547e+07 nChanged 123122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125070 members 
Mstep: Class 2 contains 127954 members 
Entering Unmasked Estep 
Score: -13469506.000000 Penalty: 4043.402832
	Iteration 1F: 3 clusters Score -1.346951e+07 nChanged 8003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123631 members 
Mstep: Class 2 contains 129393 members 
Entering Unmasked Estep 
Score: -13471825.000000 Penalty: 4043.402832
	Iteration 2Q: 3 clusters Score -1.347182e+07 nChanged 9732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121073 members 
Mstep: Class 2 contains 131951 members 
Entering Unmasked Estep 
Score: -13475249.000000 Penalty: 4043.402832
	Iteration 3Q: 3 clusters Score -1.347525e+07 nChanged 11629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116958 members 
Mstep: Class 2 contains 136066 members 
Entering Unmasked Estep 
Score: -13480502.000000 Penalty: 4043.402832
	Iteration 4Q: 3 clusters Score -1.34805e+07 nChanged 14346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110916 members 
Mstep: Class 2 contains 142108 members 
Entering Unmasked Estep 
Score: -13488140.000000 Penalty: 4043.402832
	Iteration 5F: 3 clusters Score -1.348814e+07 nChanged 16145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103229 members 
Mstep: Class 2 contains 149795 members 
Entering Unmasked Estep 
Score: -13498387.000000 Penalty: 4043.402832
	Iteration 6F: 3 clusters Score -1.349839e+07 nChanged 16611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95284 members 
Mstep: Class 2 contains 157740 members 
Entering Unmasked Estep 
Score: -13509369.000000 Penalty: 4043.402832
	Iteration 7F: 3 clusters Score -1.350937e+07 nChanged 14797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88553 members 
Mstep: Class 2 contains 164471 members 
Entering Unmasked Estep 
Score: -13519244.000000 Penalty: 4043.402832
	Iteration 8F: 3 clusters Score -1.351924e+07 nChanged 11996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83391 members 
Mstep: Class 2 contains 169633 members 
Entering Unmasked Estep 
Score: -13525906.000000 Penalty: 4043.402832
	Iteration 9Q: 3 clusters Score -1.352591e+07 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79034 members 
Mstep: Class 2 contains 173990 members 
Entering Unmasked Estep 
Score: -13529669.000000 Penalty: 4043.402832
	Iteration 10Q: 3 clusters Score -1.352967e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74644 members 
Mstep: Class 2 contains 178380 members 
Entering Unmasked Estep 
Score: -13531930.000000 Penalty: 4043.402832
	Iteration 11Q: 3 clusters Score -1.353193e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70070 members 
Mstep: Class 2 contains 182954 members 
Entering Unmasked Estep 
Score: -13533667.000000 Penalty: 4043.402832
	Iteration 12Q: 3 clusters Score -1.353367e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65352 members 
Mstep: Class 2 contains 187672 members 
Entering Unmasked Estep 
Score: -13535197.000000 Penalty: 4043.402832
	Iteration 13Q: 3 clusters Score -1.35352e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60465 members 
Mstep: Class 2 contains 192559 members 
Entering Unmasked Estep 
Score: -13536904.000000 Penalty: 4043.402832
	Iteration 14Q: 3 clusters Score -1.35369e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55503 members 
Mstep: Class 2 contains 197521 members 
Entering Unmasked Estep 
Score: -13538551.000000 Penalty: 4043.402832
	Iteration 15Q: 3 clusters Score -1.353855e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 202528 members 
Entering Unmasked Estep 
Score: -13540427.000000 Penalty: 4043.402832
	Iteration 16Q: 3 clusters Score -1.354043e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 207725 members 
Entering Unmasked Estep 
Score: -13542512.000000 Penalty: 4043.402832
	Iteration 17Q: 3 clusters Score -1.354251e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 213011 members 
Entering Unmasked Estep 
Score: -13544917.000000 Penalty: 4043.402832
	Iteration 18Q: 3 clusters Score -1.354492e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 218264 members 
Entering Unmasked Estep 
Score: -13547599.000000 Penalty: 4043.402832
	Iteration 19Q: 3 clusters Score -1.35476e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 223346 members 
Entering Unmasked Estep 
Score: -13550627.000000 Penalty: 4043.402832
	Iteration 20F: 3 clusters Score -1.355063e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 228030 members 
Entering Unmasked Estep 
Score: -13553743.000000 Penalty: 4043.402832
	Iteration 21Q: 3 clusters Score -1.355374e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 232056 members 
Entering Unmasked Estep 
Score: -13556712.000000 Penalty: 4043.402832
	Iteration 22Q: 3 clusters Score -1.355671e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 235180 members 
Entering Unmasked Estep 
Score: -13559115.000000 Penalty: 4043.402832
	Iteration 23Q: 3 clusters Score -1.355912e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 237572 members 
Entering Unmasked Estep 
Score: -13560831.000000 Penalty: 4043.402832
	Iteration 24Q: 3 clusters Score -1.356083e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 239402 members 
Entering Unmasked Estep 
Score: -13562074.000000 Penalty: 4043.402832
	Iteration 25Q: 3 clusters Score -1.356207e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 240825 members 
Entering Unmasked Estep 
Score: -13562793.000000 Penalty: 4043.402832
	Iteration 26Q: 3 clusters Score -1.356279e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 241937 members 
Entering Unmasked Estep 
Score: -13563312.000000 Penalty: 4043.402832
	Iteration 27Q: 3 clusters Score -1.356331e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 242883 members 
Entering Unmasked Estep 
Score: -13563695.000000 Penalty: 4043.402832
	Iteration 28Q: 3 clusters Score -1.35637e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 243687 members 
Entering Unmasked Estep 
Score: -13564017.000000 Penalty: 4043.402832
	Iteration 29Q: 3 clusters Score -1.356402e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 244329 members 
Entering Unmasked Estep 
Score: -13564091.000000 Penalty: 4043.402832
	Iteration 30Q: 3 clusters Score -1.356409e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 244897 members 
Entering Unmasked Estep 
Score: -13564275.000000 Penalty: 4043.402832
	Iteration 31Q: 3 clusters Score -1.356428e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 245396 members 
Entering Unmasked Estep 
Score: -13564382.000000 Penalty: 4043.402832
	Iteration 32Q: 3 clusters Score -1.356438e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 245831 members 
Entering Unmasked Estep 
Score: -13564541.000000 Penalty: 4043.402832
	Iteration 33Q: 3 clusters Score -1.356454e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 246237 members 
Entering Unmasked Estep 
Score: -13564605.000000 Penalty: 4043.402832
	Iteration 34Q: 3 clusters Score -1.35646e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 246563 members 
Entering Unmasked Estep 
Score: -13564634.000000 Penalty: 4043.402832
	Iteration 35Q: 3 clusters Score -1.356463e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 246853 members 
Entering Unmasked Estep 
Score: -13564720.000000 Penalty: 4043.402832
	Iteration 36Q: 3 clusters Score -1.356472e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 247084 members 
Entering Unmasked Estep 
Score: -13564777.000000 Penalty: 4043.402832
	Iteration 37Q: 3 clusters Score -1.356478e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 247309 members 
Entering Unmasked Estep 
Score: -13564811.000000 Penalty: 4043.402832
	Iteration 38Q: 3 clusters Score -1.356481e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 247494 members 
Entering Unmasked Estep 
Score: -13564832.000000 Penalty: 4043.402832
	Iteration 39Q: 3 clusters Score -1.356483e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 247658 members 
Entering Unmasked Estep 
Score: -13564821.000000 Penalty: 4043.402832
	Iteration 40F: 3 clusters Score -1.356482e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 247801 members 
Entering Unmasked Estep 
Score: -13564871.000000 Penalty: 4043.402832
	Iteration 41Q: 3 clusters Score -1.356487e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 247910 members 
Entering Unmasked Estep 
Score: -13564887.000000 Penalty: 4043.402832
	Iteration 42Q: 3 clusters Score -1.356489e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 248018 members 
Entering Unmasked Estep 
Score: -13564920.000000 Penalty: 4043.402832
	Iteration 43Q: 3 clusters Score -1.356492e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 248128 members 
Entering Unmasked Estep 
Score: -13564987.000000 Penalty: 4043.402832
	Iteration 44Q: 3 clusters Score -1.356499e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 248226 members 
Entering Unmasked Estep 
Score: -13565004.000000 Penalty: 4043.402832
	Iteration 45Q: 3 clusters Score -1.3565e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 248318 members 
Entering Unmasked Estep 
Score: -13565017.000000 Penalty: 4043.402832
	Iteration 46Q: 3 clusters Score -1.356502e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 248406 members 
Entering Unmasked Estep 
Score: -13564963.000000 Penalty: 4043.402832
	Iteration 47Q: 3 clusters Score -1.356496e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 248488 members 
Entering Unmasked Estep 
Score: -13565001.000000 Penalty: 4043.402832
	Iteration 48Q: 3 clusters Score -1.3565e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 248569 members 
Entering Unmasked Estep 
Score: -13564996.000000 Penalty: 4043.402832
	Iteration 49Q: 3 clusters Score -1.3565e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 248638 members 
Entering Unmasked Estep 
Score: -13565001.000000 Penalty: 4043.402832
	Iteration 50Q: 3 clusters Score -1.3565e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 248703 members 
Entering Unmasked Estep 
Score: -13565016.000000 Penalty: 4043.402832
	Iteration 51Q: 3 clusters Score -1.356502e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 248756 members 
Entering Unmasked Estep 
Score: -13565045.000000 Penalty: 4043.402832
	Iteration 52Q: 3 clusters Score -1.356504e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 248806 members 
Entering Unmasked Estep 
Score: -13565054.000000 Penalty: 4043.402832
	Iteration 53Q: 3 clusters Score -1.356505e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 248850 members 
Entering Unmasked Estep 
Score: -13565058.000000 Penalty: 4043.402832
	Iteration 54Q: 3 clusters Score -1.356506e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 248889 members 
Entering Unmasked Estep 
Score: -13565059.000000 Penalty: 4043.402832
	Iteration 55Q: 3 clusters Score -1.356506e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 248931 members 
Entering Unmasked Estep 
Score: -13565061.000000 Penalty: 4043.402832
	Iteration 56Q: 3 clusters Score -1.356506e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 248974 members 
Entering Unmasked Estep 
Score: -13565069.000000 Penalty: 4043.402832
	Iteration 57Q: 3 clusters Score -1.356507e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 249014 members 
Entering Unmasked Estep 
Score: -13565083.000000 Penalty: 4043.402832
	Iteration 58Q: 3 clusters Score -1.356508e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 249058 members 
Entering Unmasked Estep 
Score: -13565076.000000 Penalty: 4043.402832
	Iteration 59Q: 3 clusters Score -1.356508e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 249103 members 
Entering Unmasked Estep 
Score: -13565065.000000 Penalty: 4043.402832
	Iteration 60F: 3 clusters Score -1.356506e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 249140 members 
Entering Unmasked Estep 
Score: -13565074.000000 Penalty: 4043.402832
	Iteration 61Q: 3 clusters Score -1.356507e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 249178 members 
Entering Unmasked Estep 
Score: -13565066.000000 Penalty: 4043.402832
	Iteration 62Q: 3 clusters Score -1.356507e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 249221 members 
Entering Unmasked Estep 
Score: -13565087.000000 Penalty: 4043.402832
	Iteration 63Q: 3 clusters Score -1.356509e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 249253 members 
Entering Unmasked Estep 
Score: -13565082.000000 Penalty: 4043.402832
	Iteration 64Q: 3 clusters Score -1.356508e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 249278 members 
Entering Unmasked Estep 
Score: -13565073.000000 Penalty: 4043.402832
	Iteration 65Q: 3 clusters Score -1.356507e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 249300 members 
Entering Unmasked Estep 
Score: -13565066.000000 Penalty: 4043.402832
	Iteration 66Q: 3 clusters Score -1.356507e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 249332 members 
Entering Unmasked Estep 
Score: -13565085.000000 Penalty: 4043.402832
	Iteration 67Q: 3 clusters Score -1.356508e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 249354 members 
Entering Unmasked Estep 
Score: -13565077.000000 Penalty: 4043.402832
	Iteration 68Q: 3 clusters Score -1.356508e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 249374 members 
Entering Unmasked Estep 
Score: -13565064.000000 Penalty: 4043.402832
	Iteration 69Q: 3 clusters Score -1.356506e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 249392 members 
Entering Unmasked Estep 
Score: -13565066.000000 Penalty: 4043.402832
	Iteration 70Q: 3 clusters Score -1.356507e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 249415 members 
Entering Unmasked Estep 
Score: -13565058.000000 Penalty: 4043.402832
	Iteration 71Q: 3 clusters Score -1.356506e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 249435 members 
Entering Unmasked Estep 
Score: -13565069.000000 Penalty: 4043.402832
	Iteration 72Q: 3 clusters Score -1.356507e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 249451 members 
Entering Unmasked Estep 
Score: -13565068.000000 Penalty: 4043.402832
	Iteration 73Q: 3 clusters Score -1.356507e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 249469 members 
Entering Unmasked Estep 
Score: -13565068.000000 Penalty: 4043.402832
	Iteration 74Q: 3 clusters Score -1.356507e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 249487 members 
Entering Unmasked Estep 
Score: -13565065.000000 Penalty: 4043.402832
	Iteration 75Q: 3 clusters Score -1.356506e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 249512 members 
Entering Unmasked Estep 
Score: -13565083.000000 Penalty: 4043.402832
	Iteration 76Q: 3 clusters Score -1.356508e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 249530 members 
Entering Unmasked Estep 
Score: -13565079.000000 Penalty: 4043.402832
	Iteration 77Q: 3 clusters Score -1.356508e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 249548 members 
Entering Unmasked Estep 
Score: -13565084.000000 Penalty: 4043.402832
	Iteration 78Q: 3 clusters Score -1.356508e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 249567 members 
Entering Unmasked Estep 
Score: -13565090.000000 Penalty: 4043.402832
	Iteration 79Q: 3 clusters Score -1.356509e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 249586 members 
Entering Unmasked Estep 
Score: -13565088.000000 Penalty: 4043.402832
	Iteration 80F: 3 clusters Score -1.356509e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 249601 members 
Entering Unmasked Estep 
Score: -13565087.000000 Penalty: 4043.402832
	Iteration 81Q: 3 clusters Score -1.356509e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 249617 members 
Entering Unmasked Estep 
Score: -13565098.000000 Penalty: 4043.402832
	Iteration 82Q: 3 clusters Score -1.35651e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 249628 members 
Entering Unmasked Estep 
Score: -13565108.000000 Penalty: 4043.402832
	Iteration 83Q: 3 clusters Score -1.356511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 249637 members 
Entering Unmasked Estep 
Score: -13565109.000000 Penalty: 4043.402832
	Iteration 84Q: 3 clusters Score -1.356511e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 249644 members 
Entering Unmasked Estep 
Score: -13565122.000000 Penalty: 4043.402832
	Iteration 85Q: 3 clusters Score -1.356512e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 249657 members 
Entering Unmasked Estep 
Score: -13565122.000000 Penalty: 4043.402832
	Iteration 86Q: 3 clusters Score -1.356512e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 249670 members 
Entering Unmasked Estep 
Score: -13565119.000000 Penalty: 4043.402832
	Iteration 87Q: 3 clusters Score -1.356512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 249676 members 
Entering Unmasked Estep 
Score: -13565129.000000 Penalty: 4043.402832
	Iteration 88Q: 3 clusters Score -1.356513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 249679 members 
Entering Unmasked Estep 
Score: -13565113.000000 Penalty: 4043.402832
	Iteration 89Q: 3 clusters Score -1.356511e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 249684 members 
Entering Unmasked Estep 
Score: -13565130.000000 Penalty: 4043.402832
	Iteration 90Q: 3 clusters Score -1.356513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 249692 members 
Entering Unmasked Estep 
Score: -13565140.000000 Penalty: 4043.402832
	Iteration 91Q: 3 clusters Score -1.356514e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 249704 members 
Entering Unmasked Estep 
Score: -13565131.000000 Penalty: 4043.402832
	Iteration 92Q: 3 clusters Score -1.356513e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 249714 members 
Entering Unmasked Estep 
Score: -13565120.000000 Penalty: 4043.402832
	Iteration 93Q: 3 clusters Score -1.356512e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 249725 members 
Entering Unmasked Estep 
Score: -13565123.000000 Penalty: 4043.402832
	Iteration 94Q: 3 clusters Score -1.356512e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 249734 members 
Entering Unmasked Estep 
Score: -13565116.000000 Penalty: 4043.402832
	Iteration 95Q: 3 clusters Score -1.356512e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 249746 members 
Entering Unmasked Estep 
Score: -13565123.000000 Penalty: 4043.402832
	Iteration 96Q: 3 clusters Score -1.356512e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 249762 members 
Entering Unmasked Estep 
Score: -13565130.000000 Penalty: 4043.402832
	Iteration 97Q: 3 clusters Score -1.356513e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 249770 members 
Entering Unmasked Estep 
Score: -13565129.000000 Penalty: 4043.402832
	Iteration 98Q: 3 clusters Score -1.356513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 249775 members 
Entering Unmasked Estep 
Score: -13565114.000000 Penalty: 4043.402832
	Iteration 99Q: 3 clusters Score -1.356511e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 249779 members 
Entering Unmasked Estep 
Score: -13565133.000000 Penalty: 4043.402832
	Iteration 100F: 3 clusters Score -1.356513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 249786 members 
Entering Unmasked Estep 
Score: -13565140.000000 Penalty: 4043.402832
	Iteration 101Q: 3 clusters Score -1.356514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 249789 members 
Entering Unmasked Estep 
Score: -13565133.000000 Penalty: 4043.402832
	Iteration 102Q: 3 clusters Score -1.356513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 249796 members 
Entering Unmasked Estep 
Score: -13565129.000000 Penalty: 4043.402832
	Iteration 103Q: 3 clusters Score -1.356513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 249801 members 
Entering Unmasked Estep 
Score: -13565128.000000 Penalty: 4043.402832
	Iteration 104Q: 3 clusters Score -1.356513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 249797 members 
Entering Unmasked Estep 
Score: -13565120.000000 Penalty: 4043.402832
	Iteration 105Q: 3 clusters Score -1.356512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 249793 members 
Entering Unmasked Estep 
Score: -13565125.000000 Penalty: 4043.402832
	Iteration 106Q: 3 clusters Score -1.356512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 249795 members 
Entering Unmasked Estep 
Score: -13565116.000000 Penalty: 4043.402832
	Iteration 107Q: 3 clusters Score -1.356512e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 249798 members 
Entering Unmasked Estep 
Score: -13565125.000000 Penalty: 4043.402832
	Iteration 108Q: 3 clusters Score -1.356512e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 249796 members 
Entering Unmasked Estep 
Score: -13565135.000000 Penalty: 4043.402832
	Iteration 109Q: 3 clusters Score -1.356514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 249799 members 
Entering Unmasked Estep 
Score: -13565128.000000 Penalty: 4043.402832
	Iteration 110Q: 3 clusters Score -1.356513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 249804 members 
Entering Unmasked Estep 
Score: -13565147.000000 Penalty: 4043.402832
	Iteration 111Q: 3 clusters Score -1.356515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 249810 members 
Entering Unmasked Estep 
Score: -13565128.000000 Penalty: 4043.402832
	Iteration 112Q: 3 clusters Score -1.356513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 249810 members 
Entering Unmasked Estep 
Score: -13565130.000000 Penalty: 4043.402832
	Iteration 113Q: 3 clusters Score -1.356513e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 249812 members 
Entering Unmasked Estep 
Score: -13565137.000000 Penalty: 4043.402832
	Iteration 114Q: 3 clusters Score -1.356514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 249814 members 
Entering Unmasked Estep 
Score: -13565133.000000 Penalty: 4043.402832
	Iteration 115Q: 3 clusters Score -1.356513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 249816 members 
Entering Unmasked Estep 
Score: -13565143.000000 Penalty: 4043.402832
	Iteration 116Q: 3 clusters Score -1.356514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 249818 members 
Entering Unmasked Estep 
Score: -13565137.000000 Penalty: 4043.402832
	Iteration 117Q: 3 clusters Score -1.356514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 249820 members 
Entering Unmasked Estep 
Score: -13565142.000000 Penalty: 4043.402832
	Iteration 118Q: 3 clusters Score -1.356514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 249821 members 
Entering Unmasked Estep 
Score: -13565124.000000 Penalty: 4043.402832
	Iteration 119Q: 3 clusters Score -1.356512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 249825 members 
Entering Unmasked Estep 
Score: -13565123.000000 Penalty: 4043.402832
	Iteration 120F: 3 clusters Score -1.356512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 249824 members 
Entering Unmasked Estep 
Score: -13565122.000000 Penalty: 4043.402832
	Iteration 121Q: 3 clusters Score -1.356512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 249826 members 
Entering Unmasked Estep 
Score: -13565125.000000 Penalty: 4043.402832
	Iteration 122Q: 3 clusters Score -1.356512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 249827 members 
Entering Unmasked Estep 
Score: -13565121.000000 Penalty: 4043.402832
	Iteration 123Q: 3 clusters Score -1.356512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 249828 members 
Entering Unmasked Estep 
Score: -13565123.000000 Penalty: 4043.402832
	Iteration 124Q: 3 clusters Score -1.356512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 249829 members 
Entering Unmasked Estep 
Score: -13565125.000000 Penalty: 4043.402832
	Iteration 125Q: 3 clusters Score -1.356512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 249831 members 
Entering Unmasked Estep 
Score: -13565129.000000 Penalty: 4043.402832
	Iteration 126Q: 3 clusters Score -1.356513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 249832 members 
Entering Unmasked Estep 
Score: -13565123.000000 Penalty: 4043.402832
	Iteration 127Q: 3 clusters Score -1.356512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 249832 members 
Entering Unmasked Estep 
Score: -13565123.000000 Penalty: 4043.402832
	Iteration 128F: 3 clusters Score -1.356512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Entering Unmasked Estep 
Score: -412856.187500 Penalty: 1465.104492
	Iteration 0F: 2 clusters Score -412856.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -406881.093750 Penalty: 2930.208984
	Iteration 0F: 3 clusters Score -406881.1 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -409016.281250 Penalty: 2930.208984
	Iteration 1F: 3 clusters Score -409016.3 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -409633.812500 Penalty: 2930.208984
	Iteration 2F: 3 clusters Score -409633.8 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -410313.875000 Penalty: 2930.208984
	Iteration 3F: 3 clusters Score -410313.9 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -410912.843750 Penalty: 2930.208984
	Iteration 4F: 3 clusters Score -410912.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -411346.718750 Penalty: 2930.208984
	Iteration 5F: 3 clusters Score -411346.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -411634.625000 Penalty: 2930.208984
	Iteration 6F: 3 clusters Score -411634.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -411797.156250 Penalty: 2930.208984
	Iteration 7Q: 3 clusters Score -411797.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -411885.000000 Penalty: 2930.208984
	Iteration 8Q: 3 clusters Score -411885 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -411934.218750 Penalty: 2930.208984
	Iteration 9Q: 3 clusters Score -411934.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -411962.625000 Penalty: 2930.208984
	Iteration 10Q: 3 clusters Score -411962.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -411979.312500 Penalty: 2930.208984
	Iteration 11Q: 3 clusters Score -411979.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -411992.656250 Penalty: 2930.208984
	Iteration 12Q: 3 clusters Score -411992.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -411999.625000 Penalty: 2930.208984
	Iteration 13Q: 3 clusters Score -411999.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -412002.625000 Penalty: 2930.208984
	Iteration 14Q: 3 clusters Score -412002.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -412004.000000 Penalty: 2930.208984
	Iteration 15Q: 3 clusters Score -412004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -412005.312500 Penalty: 2930.208984
	Iteration 16Q: 3 clusters Score -412005.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -412006.625000 Penalty: 2930.208984
	Iteration 17Q: 3 clusters Score -412006.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -412006.750000 Penalty: 2930.208984
	Iteration 18Q: 3 clusters Score -412006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -412007.406250 Penalty: 2930.208984
	Iteration 19Q: 3 clusters Score -412007.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -412007.406250 Penalty: 2930.208984
	Iteration 20F: 3 clusters Score -412007.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (77320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77320 members 
Entering Unmasked Estep 
Score: -4128778.750000 Penalty: 1829.052490
	Iteration 0F: 2 clusters Score -4128779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -4077175.250000 Penalty: 3658.104980
	Iteration 0F: 3 clusters Score -4077175 nChanged 36898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -4099290.500000 Penalty: 3658.104980
	Iteration 1F: 3 clusters Score -4099290 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -4100729.000000 Penalty: 3658.104980
	Iteration 2Q: 3 clusters Score -4100729 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -4102802.250000 Penalty: 3658.104980
	Iteration 3F: 3 clusters Score -4102802 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -4105840.500000 Penalty: 3658.104980
	Iteration 4F: 3 clusters Score -4105840 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -4109839.250000 Penalty: 3658.104980
	Iteration 5F: 3 clusters Score -4109839 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 55466 members 
Entering Unmasked Estep 
Score: -4114092.000000 Penalty: 3658.104980
	Iteration 6F: 3 clusters Score -4114092 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 58703 members 
Entering Unmasked Estep 
Score: -4117876.500000 Penalty: 3658.104980
	Iteration 7F: 3 clusters Score -4117876 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 61154 members 
Entering Unmasked Estep 
Score: -4120572.500000 Penalty: 3658.104980
	Iteration 8Q: 3 clusters Score -4120572 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 63044 members 
Entering Unmasked Estep 
Score: -4122251.000000 Penalty: 3658.104980
	Iteration 9Q: 3 clusters Score -4122251 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 64633 members 
Entering Unmasked Estep 
Score: -4123372.000000 Penalty: 3658.104980
	Iteration 10Q: 3 clusters Score -4123372 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 66041 members 
Entering Unmasked Estep 
Score: -4124201.500000 Penalty: 3658.104980
	Iteration 11Q: 3 clusters Score -4124202 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 67332 members 
Entering Unmasked Estep 
Score: -4125025.750000 Penalty: 3658.104980
	Iteration 12Q: 3 clusters Score -4125026 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 68490 members 
Entering Unmasked Estep 
Score: -4125742.250000 Penalty: 3658.104980
	Iteration 13Q: 3 clusters Score -4125742 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 69476 members 
Entering Unmasked Estep 
Score: -4126362.500000 Penalty: 3658.104980
	Iteration 14Q: 3 clusters Score -4126362 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 70342 members 
Entering Unmasked Estep 
Score: -4126867.250000 Penalty: 3658.104980
	Iteration 15Q: 3 clusters Score -4126867 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 71003 members 
Entering Unmasked Estep 
Score: -4127273.500000 Penalty: 3658.104980
	Iteration 16Q: 3 clusters Score -4127274 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 71561 members 
Entering Unmasked Estep 
Score: -4127581.500000 Penalty: 3658.104980
	Iteration 17Q: 3 clusters Score -4127582 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 72044 members 
Entering Unmasked Estep 
Score: -4127836.750000 Penalty: 3658.104980
	Iteration 18Q: 3 clusters Score -4127837 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 72424 members 
Entering Unmasked Estep 
Score: -4128006.250000 Penalty: 3658.104980
	Iteration 19Q: 3 clusters Score -4128006 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 72703 members 
Entering Unmasked Estep 
Score: -4128134.000000 Penalty: 3658.104980
	Iteration 20F: 3 clusters Score -4128134 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 72939 members 
Entering Unmasked Estep 
Score: -4128218.750000 Penalty: 3658.104980
	Iteration 21Q: 3 clusters Score -4128219 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 73156 members 
Entering Unmasked Estep 
Score: -4128317.750000 Penalty: 3658.104980
	Iteration 22Q: 3 clusters Score -4128318 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 73348 members 
Entering Unmasked Estep 
Score: -4128368.750000 Penalty: 3658.104980
	Iteration 23Q: 3 clusters Score -4128369 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 73504 members 
Entering Unmasked Estep 
Score: -4128408.250000 Penalty: 3658.104980
	Iteration 24Q: 3 clusters Score -4128408 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 73637 members 
Entering Unmasked Estep 
Score: -4128444.750000 Penalty: 3658.104980
	Iteration 25Q: 3 clusters Score -4128445 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 73759 members 
Entering Unmasked Estep 
Score: -4128482.750000 Penalty: 3658.104980
	Iteration 26Q: 3 clusters Score -4128483 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 73865 members 
Entering Unmasked Estep 
Score: -4128504.250000 Penalty: 3658.104980
	Iteration 27Q: 3 clusters Score -4128504 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 73952 members 
Entering Unmasked Estep 
Score: -4128513.750000 Penalty: 3658.104980
	Iteration 28Q: 3 clusters Score -4128514 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 74022 members 
Entering Unmasked Estep 
Score: -4128526.000000 Penalty: 3658.104980
	Iteration 29Q: 3 clusters Score -4128526 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 74075 members 
Entering Unmasked Estep 
Score: -4128543.750000 Penalty: 3658.104980
	Iteration 30Q: 3 clusters Score -4128544 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 74122 members 
Entering Unmasked Estep 
Score: -4128546.250000 Penalty: 3658.104980
	Iteration 31Q: 3 clusters Score -4128546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 74164 members 
Entering Unmasked Estep 
Score: -4128540.500000 Penalty: 3658.104980
	Iteration 32Q: 3 clusters Score -4128540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 74197 members 
Entering Unmasked Estep 
Score: -4128543.500000 Penalty: 3658.104980
	Iteration 33Q: 3 clusters Score -4128544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 74229 members 
Entering Unmasked Estep 
Score: -4128542.000000 Penalty: 3658.104980
	Iteration 34Q: 3 clusters Score -4128542 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 74269 members 
Entering Unmasked Estep 
Score: -4128552.250000 Penalty: 3658.104980
	Iteration 35Q: 3 clusters Score -4128552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 74301 members 
Entering Unmasked Estep 
Score: -4128556.250000 Penalty: 3658.104980
	Iteration 36Q: 3 clusters Score -4128556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 74332 members 
Entering Unmasked Estep 
Score: -4128571.500000 Penalty: 3658.104980
	Iteration 37Q: 3 clusters Score -4128572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 74358 members 
Entering Unmasked Estep 
Score: -4128579.750000 Penalty: 3658.104980
	Iteration 38Q: 3 clusters Score -4128580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 74382 members 
Entering Unmasked Estep 
Score: -4128580.000000 Penalty: 3658.104980
	Iteration 39Q: 3 clusters Score -4128580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 74394 members 
Entering Unmasked Estep 
Score: -4128586.000000 Penalty: 3658.104980
	Iteration 40F: 3 clusters Score -4128586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 74410 members 
Entering Unmasked Estep 
Score: -4128586.500000 Penalty: 3658.104980
	Iteration 41Q: 3 clusters Score -4128586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 74422 members 
Entering Unmasked Estep 
Score: -4128583.750000 Penalty: 3658.104980
	Iteration 42Q: 3 clusters Score -4128584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 74428 members 
Entering Unmasked Estep 
Score: -4128583.250000 Penalty: 3658.104980
	Iteration 43Q: 3 clusters Score -4128583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 74436 members 
Entering Unmasked Estep 
Score: -4128587.000000 Penalty: 3658.104980
	Iteration 44Q: 3 clusters Score -4128587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 74443 members 
Entering Unmasked Estep 
Score: -4128584.750000 Penalty: 3658.104980
	Iteration 45Q: 3 clusters Score -4128585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 74452 members 
Entering Unmasked Estep 
Score: -4128591.500000 Penalty: 3658.104980
	Iteration 46Q: 3 clusters Score -4128592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 74462 members 
Entering Unmasked Estep 
Score: -4128583.000000 Penalty: 3658.104980
	Iteration 47Q: 3 clusters Score -4128583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 74471 members 
Entering Unmasked Estep 
Score: -4128583.750000 Penalty: 3658.104980
	Iteration 48Q: 3 clusters Score -4128584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 74475 members 
Entering Unmasked Estep 
Score: -4128590.000000 Penalty: 3658.104980
	Iteration 49Q: 3 clusters Score -4128590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 74480 members 
Entering Unmasked Estep 
Score: -4128594.500000 Penalty: 3658.104980
	Iteration 50Q: 3 clusters Score -4128594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 74482 members 
Entering Unmasked Estep 
Score: -4128596.000000 Penalty: 3658.104980
	Iteration 51Q: 3 clusters Score -4128596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 74484 members 
Entering Unmasked Estep 
Score: -4128595.500000 Penalty: 3658.104980
	Iteration 52Q: 3 clusters Score -4128596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 74485 members 
Entering Unmasked Estep 
Score: -4128598.500000 Penalty: 3658.104980
	Iteration 53Q: 3 clusters Score -4128598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 74488 members 
Entering Unmasked Estep 
Score: -4128599.500000 Penalty: 3658.104980
	Iteration 54Q: 3 clusters Score -4128600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 74490 members 
Entering Unmasked Estep 
Score: -4128598.500000 Penalty: 3658.104980
	Iteration 55Q: 3 clusters Score -4128598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 74491 members 
Entering Unmasked Estep 
Score: -4128596.500000 Penalty: 3658.104980
	Iteration 56Q: 3 clusters Score -4128596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 74491 members 
Entering Unmasked Estep 
Score: -4128596.500000 Penalty: 3658.104980
	Iteration 57F: 3 clusters Score -4128596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Entering Unmasked Estep 
Score: -1486657.500000 Penalty: 1666.852539
	Iteration 0F: 2 clusters Score -1486658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1467401.875000 Penalty: 3333.705078
	Iteration 0F: 3 clusters Score -1467402 nChanged 13156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1474769.750000 Penalty: 3333.705078
	Iteration 1F: 3 clusters Score -1474770 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -1475250.875000 Penalty: 3333.705078
	Iteration 2Q: 3 clusters Score -1475251 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -1475925.500000 Penalty: 3333.705078
	Iteration 3F: 3 clusters Score -1475926 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -1477112.375000 Penalty: 3333.705078
	Iteration 4F: 3 clusters Score -1477112 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -1479107.125000 Penalty: 3333.705078
	Iteration 5F: 3 clusters Score -1479107 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -1481475.500000 Penalty: 3333.705078
	Iteration 6F: 3 clusters Score -1481476 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -1483311.000000 Penalty: 3333.705078
	Iteration 7F: 3 clusters Score -1483311 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -1484274.250000 Penalty: 3333.705078
	Iteration 8Q: 3 clusters Score -1484274 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -1484715.625000 Penalty: 3333.705078
	Iteration 9Q: 3 clusters Score -1484716 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -1484974.375000 Penalty: 3333.705078
	Iteration 10Q: 3 clusters Score -1484974 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -1485109.500000 Penalty: 3333.705078
	Iteration 11Q: 3 clusters Score -1485110 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -1485199.625000 Penalty: 3333.705078
	Iteration 12Q: 3 clusters Score -1485200 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -1485255.000000 Penalty: 3333.705078
	Iteration 13Q: 3 clusters Score -1485255 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -1485292.125000 Penalty: 3333.705078
	Iteration 14Q: 3 clusters Score -1485292 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -1485325.500000 Penalty: 3333.705078
	Iteration 15Q: 3 clusters Score -1485326 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -1485349.375000 Penalty: 3333.705078
	Iteration 16Q: 3 clusters Score -1485349 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -1485370.125000 Penalty: 3333.705078
	Iteration 17Q: 3 clusters Score -1485370 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -1485382.125000 Penalty: 3333.705078
	Iteration 18Q: 3 clusters Score -1485382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -1485388.375000 Penalty: 3333.705078
	Iteration 19Q: 3 clusters Score -1485388 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -1485399.750000 Penalty: 3333.705078
	Iteration 20F: 3 clusters Score -1485400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -1485401.375000 Penalty: 3333.705078
	Iteration 21Q: 3 clusters Score -1485401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -1485407.750000 Penalty: 3333.705078
	Iteration 22Q: 3 clusters Score -1485408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -1485411.125000 Penalty: 3333.705078
	Iteration 23Q: 3 clusters Score -1485411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -1485413.125000 Penalty: 3333.705078
	Iteration 24Q: 3 clusters Score -1485413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -1485414.500000 Penalty: 3333.705078
	Iteration 25Q: 3 clusters Score -1485414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -1485417.250000 Penalty: 3333.705078
	Iteration 26Q: 3 clusters Score -1485417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -1485422.250000 Penalty: 3333.705078
	Iteration 27Q: 3 clusters Score -1485422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -1485423.000000 Penalty: 3333.705078
	Iteration 28Q: 3 clusters Score -1485423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -1485423.875000 Penalty: 3333.705078
	Iteration 29Q: 3 clusters Score -1485424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -1485426.250000 Penalty: 3333.705078
	Iteration 30Q: 3 clusters Score -1485426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -1485425.500000 Penalty: 3333.705078
	Iteration 31Q: 3 clusters Score -1485426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -1485427.250000 Penalty: 3333.705078
	Iteration 32Q: 3 clusters Score -1485427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -1485429.125000 Penalty: 3333.705078
	Iteration 33Q: 3 clusters Score -1485429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -1485430.375000 Penalty: 3333.705078
	Iteration 34Q: 3 clusters Score -1485430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -1485434.625000 Penalty: 3333.705078
	Iteration 35Q: 3 clusters Score -1485435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -1485436.375000 Penalty: 3333.705078
	Iteration 36Q: 3 clusters Score -1485436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -1485439.250000 Penalty: 3333.705078
	Iteration 37Q: 3 clusters Score -1485439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -1485440.375000 Penalty: 3333.705078
	Iteration 38Q: 3 clusters Score -1485440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -1485444.875000 Penalty: 3333.705078
	Iteration 39Q: 3 clusters Score -1485445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -1485445.500000 Penalty: 3333.705078
	Iteration 40F: 3 clusters Score -1485446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -1485449.000000 Penalty: 3333.705078
	Iteration 41Q: 3 clusters Score -1485449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -1485450.000000 Penalty: 3333.705078
	Iteration 42Q: 3 clusters Score -1485450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -1485448.875000 Penalty: 3333.705078
	Iteration 43Q: 3 clusters Score -1485449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -1485449.000000 Penalty: 3333.705078
	Iteration 44Q: 3 clusters Score -1485449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -1485449.750000 Penalty: 3333.705078
	Iteration 45Q: 3 clusters Score -1485450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -1485451.625000 Penalty: 3333.705078
	Iteration 46Q: 3 clusters Score -1485452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -1485449.500000 Penalty: 3333.705078
	Iteration 47Q: 3 clusters Score -1485450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -1485449.500000 Penalty: 3333.705078
	Iteration 48F: 3 clusters Score -1485450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (91332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91332 members 
Entering Unmasked Estep 
Score: -4851328.500000 Penalty: 1856.116699
	Iteration 0F: 2 clusters Score -4851328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -4790192.000000 Penalty: 3712.233398
	Iteration 0F: 3 clusters Score -4790192 nChanged 43621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -4815924.000000 Penalty: 3712.233398
	Iteration 1F: 3 clusters Score -4815924 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 49383 members 
Entering Unmasked Estep 
Score: -4816927.000000 Penalty: 3712.233398
	Iteration 2Q: 3 clusters Score -4816927 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -4818383.500000 Penalty: 3712.233398
	Iteration 3Q: 3 clusters Score -4818384 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 53777 members 
Entering Unmasked Estep 
Score: -4820339.500000 Penalty: 3712.233398
	Iteration 4Q: 3 clusters Score -4820340 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 57104 members 
Entering Unmasked Estep 
Score: -4823179.500000 Penalty: 3712.233398
	Iteration 5F: 3 clusters Score -4823180 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 61182 members 
Entering Unmasked Estep 
Score: -4826877.000000 Penalty: 3712.233398
	Iteration 6F: 3 clusters Score -4826877 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 65726 members 
Entering Unmasked Estep 
Score: -4831166.000000 Penalty: 3712.233398
	Iteration 7F: 3 clusters Score -4831166 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 70136 members 
Entering Unmasked Estep 
Score: -4835350.000000 Penalty: 3712.233398
	Iteration 8F: 3 clusters Score -4835350 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 73901 members 
Entering Unmasked Estep 
Score: -4838754.000000 Penalty: 3712.233398
	Iteration 9Q: 3 clusters Score -4838754 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 76960 members 
Entering Unmasked Estep 
Score: -4841289.500000 Penalty: 3712.233398
	Iteration 10Q: 3 clusters Score -4841290 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 79432 members 
Entering Unmasked Estep 
Score: -4843084.500000 Penalty: 3712.233398
	Iteration 11Q: 3 clusters Score -4843084 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 81394 members 
Entering Unmasked Estep 
Score: -4844307.500000 Penalty: 3712.233398
	Iteration 12Q: 3 clusters Score -4844308 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 83147 members 
Entering Unmasked Estep 
Score: -4845375.500000 Penalty: 3712.233398
	Iteration 13Q: 3 clusters Score -4845376 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 84693 members 
Entering Unmasked Estep 
Score: -4846261.500000 Penalty: 3712.233398
	Iteration 14Q: 3 clusters Score -4846262 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 86037 members 
Entering Unmasked Estep 
Score: -4847042.000000 Penalty: 3712.233398
	Iteration 15Q: 3 clusters Score -4847042 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 87196 members 
Entering Unmasked Estep 
Score: -4847797.500000 Penalty: 3712.233398
	Iteration 16Q: 3 clusters Score -4847798 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 88171 members 
Entering Unmasked Estep 
Score: -4848367.500000 Penalty: 3712.233398
	Iteration 17Q: 3 clusters Score -4848368 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 88898 members 
Entering Unmasked Estep 
Score: -4848802.500000 Penalty: 3712.233398
	Iteration 18Q: 3 clusters Score -4848802 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 89448 members 
Entering Unmasked Estep 
Score: -4849094.000000 Penalty: 3712.233398
	Iteration 19Q: 3 clusters Score -4849094 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 89819 members 
Entering Unmasked Estep 
Score: -4849301.500000 Penalty: 3712.233398
	Iteration 20F: 3 clusters Score -4849302 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 90081 members 
Entering Unmasked Estep 
Score: -4849496.000000 Penalty: 3712.233398
	Iteration 21Q: 3 clusters Score -4849496 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 90242 members 
Entering Unmasked Estep 
Score: -4849592.500000 Penalty: 3712.233398
	Iteration 22Q: 3 clusters Score -4849592 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 90347 members 
Entering Unmasked Estep 
Score: -4849680.500000 Penalty: 3712.233398
	Iteration 23Q: 3 clusters Score -4849680 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 90426 members 
Entering Unmasked Estep 
Score: -4849763.000000 Penalty: 3712.233398
	Iteration 24Q: 3 clusters Score -4849763 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 90479 members 
Entering Unmasked Estep 
Score: -4849805.500000 Penalty: 3712.233398
	Iteration 25Q: 3 clusters Score -4849806 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 90524 members 
Entering Unmasked Estep 
Score: -4849871.500000 Penalty: 3712.233398
	Iteration 26Q: 3 clusters Score -4849872 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 90562 members 
Entering Unmasked Estep 
Score: -4849948.500000 Penalty: 3712.233398
	Iteration 27Q: 3 clusters Score -4849948 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 90598 members 
Entering Unmasked Estep 
Score: -4850021.000000 Penalty: 3712.233398
	Iteration 28Q: 3 clusters Score -4850021 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 90618 members 
Entering Unmasked Estep 
Score: -4850080.000000 Penalty: 3712.233398
	Iteration 29Q: 3 clusters Score -4850080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 90623 members 
Entering Unmasked Estep 
Score: -4850108.000000 Penalty: 3712.233398
	Iteration 30Q: 3 clusters Score -4850108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 90630 members 
Entering Unmasked Estep 
Score: -4850124.000000 Penalty: 3712.233398
	Iteration 31Q: 3 clusters Score -4850124 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 90633 members 
Entering Unmasked Estep 
Score: -4850149.000000 Penalty: 3712.233398
	Iteration 32Q: 3 clusters Score -4850149 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 90629 members 
Entering Unmasked Estep 
Score: -4850170.500000 Penalty: 3712.233398
	Iteration 33Q: 3 clusters Score -4850170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 90633 members 
Entering Unmasked Estep 
Score: -4850200.500000 Penalty: 3712.233398
	Iteration 34Q: 3 clusters Score -4850200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 90630 members 
Entering Unmasked Estep 
Score: -4850216.500000 Penalty: 3712.233398
	Iteration 35Q: 3 clusters Score -4850216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 90628 members 
Entering Unmasked Estep 
Score: -4850243.500000 Penalty: 3712.233398
	Iteration 36Q: 3 clusters Score -4850244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 90622 members 
Entering Unmasked Estep 
Score: -4850255.000000 Penalty: 3712.233398
	Iteration 37Q: 3 clusters Score -4850255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 90620 members 
Entering Unmasked Estep 
Score: -4850261.000000 Penalty: 3712.233398
	Iteration 38Q: 3 clusters Score -4850261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 90620 members 
Entering Unmasked Estep 
Score: -4850259.000000 Penalty: 3712.233398
	Iteration 39Q: 3 clusters Score -4850259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 90617 members 
Entering Unmasked Estep 
Score: -4850265.500000 Penalty: 3712.233398
	Iteration 40F: 3 clusters Score -4850266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 90614 members 
Entering Unmasked Estep 
Score: -4850266.500000 Penalty: 3712.233398
	Iteration 41Q: 3 clusters Score -4850266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 90611 members 
Entering Unmasked Estep 
Score: -4850270.000000 Penalty: 3712.233398
	Iteration 42Q: 3 clusters Score -4850270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 90605 members 
Entering Unmasked Estep 
Score: -4850270.500000 Penalty: 3712.233398
	Iteration 43Q: 3 clusters Score -4850270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 90599 members 
Entering Unmasked Estep 
Score: -4850280.500000 Penalty: 3712.233398
	Iteration 44Q: 3 clusters Score -4850280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 90593 members 
Entering Unmasked Estep 
Score: -4850290.000000 Penalty: 3712.233398
	Iteration 45Q: 3 clusters Score -4850290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 90590 members 
Entering Unmasked Estep 
Score: -4850289.000000 Penalty: 3712.233398
	Iteration 46Q: 3 clusters Score -4850289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 90587 members 
Entering Unmasked Estep 
Score: -4850293.500000 Penalty: 3712.233398
	Iteration 47Q: 3 clusters Score -4850294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 90586 members 
Entering Unmasked Estep 
Score: -4850299.500000 Penalty: 3712.233398
	Iteration 48Q: 3 clusters Score -4850300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 90582 members 
Entering Unmasked Estep 
Score: -4850301.500000 Penalty: 3712.233398
	Iteration 49Q: 3 clusters Score -4850302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 90575 members 
Entering Unmasked Estep 
Score: -4850298.000000 Penalty: 3712.233398
	Iteration 50Q: 3 clusters Score -4850298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 90571 members 
Entering Unmasked Estep 
Score: -4850301.000000 Penalty: 3712.233398
	Iteration 51Q: 3 clusters Score -4850301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 90565 members 
Entering Unmasked Estep 
Score: -4850307.500000 Penalty: 3712.233398
	Iteration 52Q: 3 clusters Score -4850308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 90561 members 
Entering Unmasked Estep 
Score: -4850305.500000 Penalty: 3712.233398
	Iteration 53Q: 3 clusters Score -4850306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 90558 members 
Entering Unmasked Estep 
Score: -4850306.500000 Penalty: 3712.233398
	Iteration 54Q: 3 clusters Score -4850306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 90558 members 
Entering Unmasked Estep 
Score: -4850311.000000 Penalty: 3712.233398
	Iteration 55Q: 3 clusters Score -4850311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 90556 members 
Entering Unmasked Estep 
Score: -4850315.000000 Penalty: 3712.233398
	Iteration 56Q: 3 clusters Score -4850315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 90554 members 
Entering Unmasked Estep 
Score: -4850321.000000 Penalty: 3712.233398
	Iteration 57Q: 3 clusters Score -4850321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 90552 members 
Entering Unmasked Estep 
Score: -4850321.500000 Penalty: 3712.233398
	Iteration 58Q: 3 clusters Score -4850322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 90550 members 
Entering Unmasked Estep 
Score: -4850327.000000 Penalty: 3712.233398
	Iteration 59Q: 3 clusters Score -4850327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 90552 members 
Entering Unmasked Estep 
Score: -4850329.500000 Penalty: 3712.233398
	Iteration 60F: 3 clusters Score -4850330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 90551 members 
Entering Unmasked Estep 
Score: -4850326.000000 Penalty: 3712.233398
	Iteration 61Q: 3 clusters Score -4850326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 90549 members 
Entering Unmasked Estep 
Score: -4850326.000000 Penalty: 3712.233398
	Iteration 62Q: 3 clusters Score -4850326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 90546 members 
Entering Unmasked Estep 
Score: -4850325.500000 Penalty: 3712.233398
	Iteration 63Q: 3 clusters Score -4850326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 90545 members 
Entering Unmasked Estep 
Score: -4850326.500000 Penalty: 3712.233398
	Iteration 64Q: 3 clusters Score -4850326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 90544 members 
Entering Unmasked Estep 
Score: -4850325.500000 Penalty: 3712.233398
	Iteration 65Q: 3 clusters Score -4850326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 90543 members 
Entering Unmasked Estep 
Score: -4850323.500000 Penalty: 3712.233398
	Iteration 66Q: 3 clusters Score -4850324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 90543 members 
Entering Unmasked Estep 
Score: -4850323.500000 Penalty: 3712.233398
	Iteration 67F: 3 clusters Score -4850324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Entering Unmasked Estep 
Score: -416530.812500 Penalty: 1455.448975
	Iteration 0F: 2 clusters Score -416530.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -410801.531250 Penalty: 2910.897949
	Iteration 0F: 3 clusters Score -410801.5 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -412639.000000 Penalty: 2910.897949
	Iteration 1F: 3 clusters Score -412639 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -412885.781250 Penalty: 2910.897949
	Iteration 2F: 3 clusters Score -412885.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -413128.781250 Penalty: 2910.897949
	Iteration 3F: 3 clusters Score -413128.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -413387.687500 Penalty: 2910.897949
	Iteration 4F: 3 clusters Score -413387.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -413702.156250 Penalty: 2910.897949
	Iteration 5F: 3 clusters Score -413702.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -414022.468750 Penalty: 2910.897949
	Iteration 6F: 3 clusters Score -414022.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -414339.937500 Penalty: 2910.897949
	Iteration 7F: 3 clusters Score -414339.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -414611.000000 Penalty: 2910.897949
	Iteration 8Q: 3 clusters Score -414611 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -414810.187500 Penalty: 2910.897949
	Iteration 9Q: 3 clusters Score -414810.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -414947.187500 Penalty: 2910.897949
	Iteration 10Q: 3 clusters Score -414947.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -415035.250000 Penalty: 2910.897949
	Iteration 11Q: 3 clusters Score -415035.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -415102.093750 Penalty: 2910.897949
	Iteration 12Q: 3 clusters Score -415102.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -415146.000000 Penalty: 2910.897949
	Iteration 13Q: 3 clusters Score -415146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -415175.593750 Penalty: 2910.897949
	Iteration 14Q: 3 clusters Score -415175.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -415192.250000 Penalty: 2910.897949
	Iteration 15Q: 3 clusters Score -415192.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -415206.250000 Penalty: 2910.897949
	Iteration 16Q: 3 clusters Score -415206.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -415216.468750 Penalty: 2910.897949
	Iteration 17Q: 3 clusters Score -415216.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -415231.875000 Penalty: 2910.897949
	Iteration 18Q: 3 clusters Score -415231.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -415237.968750 Penalty: 2910.897949
	Iteration 19Q: 3 clusters Score -415238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -415243.781250 Penalty: 2910.897949
	Iteration 20F: 3 clusters Score -415243.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -415245.406250 Penalty: 2910.897949
	Iteration 21Q: 3 clusters Score -415245.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -415246.843750 Penalty: 2910.897949
	Iteration 22Q: 3 clusters Score -415246.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -415248.718750 Penalty: 2910.897949
	Iteration 23Q: 3 clusters Score -415248.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -415248.718750 Penalty: 2910.897949
	Iteration 24F: 3 clusters Score -415248.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Entering Unmasked Estep 
Score: -170493.859375 Penalty: 1318.090820
	Iteration 0F: 2 clusters Score -170493.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -167571.093750 Penalty: 2636.181641
	Iteration 0F: 3 clusters Score -167571.1 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -168281.343750 Penalty: 2636.181641
	Iteration 1F: 3 clusters Score -168281.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -168447.562500 Penalty: 2636.181641
	Iteration 2F: 3 clusters Score -168447.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -168550.578125 Penalty: 2636.181641
	Iteration 3F: 3 clusters Score -168550.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -168653.234375 Penalty: 2636.181641
	Iteration 4Q: 3 clusters Score -168653.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -168781.656250 Penalty: 2636.181641
	Iteration 5Q: 3 clusters Score -168781.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -168925.328125 Penalty: 2636.181641
	Iteration 6Q: 3 clusters Score -168925.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -169071.953125 Penalty: 2636.181641
	Iteration 7Q: 3 clusters Score -169072 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -169246.859375 Penalty: 2636.181641
	Iteration 8F: 3 clusters Score -169246.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -169388.234375 Penalty: 2636.181641
	Iteration 9F: 3 clusters Score -169388.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -169466.906250 Penalty: 2636.181641
	Iteration 10Q: 3 clusters Score -169466.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -169515.218750 Penalty: 2636.181641
	Iteration 11Q: 3 clusters Score -169515.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -169543.671875 Penalty: 2636.181641
	Iteration 12Q: 3 clusters Score -169543.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -169557.375000 Penalty: 2636.181641
	Iteration 13Q: 3 clusters Score -169557.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -169565.484375 Penalty: 2636.181641
	Iteration 14Q: 3 clusters Score -169565.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -169575.640625 Penalty: 2636.181641
	Iteration 15Q: 3 clusters Score -169575.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -169581.218750 Penalty: 2636.181641
	Iteration 16Q: 3 clusters Score -169581.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -169585.125000 Penalty: 2636.181641
	Iteration 17Q: 3 clusters Score -169585.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -169589.234375 Penalty: 2636.181641
	Iteration 18Q: 3 clusters Score -169589.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -169592.562500 Penalty: 2636.181641
	Iteration 19Q: 3 clusters Score -169592.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -169595.031250 Penalty: 2636.181641
	Iteration 20F: 3 clusters Score -169595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -169597.750000 Penalty: 2636.181641
	Iteration 21Q: 3 clusters Score -169597.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -169599.734375 Penalty: 2636.181641
	Iteration 22Q: 3 clusters Score -169599.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -169601.156250 Penalty: 2636.181641
	Iteration 23Q: 3 clusters Score -169601.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -169601.750000 Penalty: 2636.181641
	Iteration 24Q: 3 clusters Score -169601.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -169602.937500 Penalty: 2636.181641
	Iteration 25Q: 3 clusters Score -169602.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -169604.578125 Penalty: 2636.181641
	Iteration 26Q: 3 clusters Score -169604.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -169605.625000 Penalty: 2636.181641
	Iteration 27Q: 3 clusters Score -169605.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -169606.281250 Penalty: 2636.181641
	Iteration 28Q: 3 clusters Score -169606.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -169607.453125 Penalty: 2636.181641
	Iteration 29Q: 3 clusters Score -169607.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -169609.031250 Penalty: 2636.181641
	Iteration 30Q: 3 clusters Score -169609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -169611.078125 Penalty: 2636.181641
	Iteration 31Q: 3 clusters Score -169611.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -169611.937500 Penalty: 2636.181641
	Iteration 32Q: 3 clusters Score -169611.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -169612.359375 Penalty: 2636.181641
	Iteration 33Q: 3 clusters Score -169612.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -169612.687500 Penalty: 2636.181641
	Iteration 34Q: 3 clusters Score -169612.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -169612.687500 Penalty: 2636.181641
	Iteration 35F: 3 clusters Score -169612.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Entering Unmasked Estep 
Score: -796313.812500 Penalty: 1558.620850
	Iteration 0F: 2 clusters Score -796313.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -786140.375000 Penalty: 3117.241699
	Iteration 0F: 3 clusters Score -786140.4 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -789685.000000 Penalty: 3117.241699
	Iteration 1F: 3 clusters Score -789685 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -790038.187500 Penalty: 3117.241699
	Iteration 2F: 3 clusters Score -790038.2 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -790406.437500 Penalty: 3117.241699
	Iteration 3F: 3 clusters Score -790406.4 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -790773.937500 Penalty: 3117.241699
	Iteration 4F: 3 clusters Score -790773.9 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -791202.062500 Penalty: 3117.241699
	Iteration 5F: 3 clusters Score -791202.1 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -791659.375000 Penalty: 3117.241699
	Iteration 6F: 3 clusters Score -791659.4 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -792111.937500 Penalty: 3117.241699
	Iteration 7F: 3 clusters Score -792111.9 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -792579.375000 Penalty: 3117.241699
	Iteration 8Q: 3 clusters Score -792579.4 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -793060.375000 Penalty: 3117.241699
	Iteration 9Q: 3 clusters Score -793060.4 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -793539.312500 Penalty: 3117.241699
	Iteration 10Q: 3 clusters Score -793539.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -793953.500000 Penalty: 3117.241699
	Iteration 11Q: 3 clusters Score -793953.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -794262.250000 Penalty: 3117.241699
	Iteration 12Q: 3 clusters Score -794262.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -794503.062500 Penalty: 3117.241699
	Iteration 13Q: 3 clusters Score -794503.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -794676.000000 Penalty: 3117.241699
	Iteration 14Q: 3 clusters Score -794676 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -794774.000000 Penalty: 3117.241699
	Iteration 15Q: 3 clusters Score -794774 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -794834.812500 Penalty: 3117.241699
	Iteration 16Q: 3 clusters Score -794834.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -794878.625000 Penalty: 3117.241699
	Iteration 17Q: 3 clusters Score -794878.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -794908.562500 Penalty: 3117.241699
	Iteration 18Q: 3 clusters Score -794908.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -794929.500000 Penalty: 3117.241699
	Iteration 19Q: 3 clusters Score -794929.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -794951.250000 Penalty: 3117.241699
	Iteration 20F: 3 clusters Score -794951.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -794968.250000 Penalty: 3117.241699
	Iteration 21Q: 3 clusters Score -794968.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -794978.750000 Penalty: 3117.241699
	Iteration 22Q: 3 clusters Score -794978.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -794984.937500 Penalty: 3117.241699
	Iteration 23Q: 3 clusters Score -794984.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -794986.125000 Penalty: 3117.241699
	Iteration 24Q: 3 clusters Score -794986.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -794985.437500 Penalty: 3117.241699
	Iteration 25Q: 3 clusters Score -794985.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -794985.437500 Penalty: 3117.241699
	Iteration 26F: 3 clusters Score -794985.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59091 members 
Entering Unmasked Estep 
Score: -3172747.750000 Penalty: 1785.360474
	Iteration 0F: 2 clusters Score -3172748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -3133335.500000 Penalty: 3570.720947
	Iteration 0F: 3 clusters Score -3133336 nChanged 27810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -3149349.750000 Penalty: 3570.720947
	Iteration 1F: 3 clusters Score -3149350 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -3150024.750000 Penalty: 3570.720947
	Iteration 2Q: 3 clusters Score -3150025 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -3150867.500000 Penalty: 3570.720947
	Iteration 3Q: 3 clusters Score -3150868 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -3152035.000000 Penalty: 3570.720947
	Iteration 4Q: 3 clusters Score -3152035 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -3153761.500000 Penalty: 3570.720947
	Iteration 5F: 3 clusters Score -3153762 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -3156029.750000 Penalty: 3570.720947
	Iteration 6F: 3 clusters Score -3156030 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -3158753.750000 Penalty: 3570.720947
	Iteration 7F: 3 clusters Score -3158754 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -3161389.250000 Penalty: 3570.720947
	Iteration 8F: 3 clusters Score -3161389 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -3163233.500000 Penalty: 3570.720947
	Iteration 9Q: 3 clusters Score -3163234 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -3164505.500000 Penalty: 3570.720947
	Iteration 10Q: 3 clusters Score -3164506 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 50153 members 
Entering Unmasked Estep 
Score: -3165364.500000 Penalty: 3570.720947
	Iteration 11Q: 3 clusters Score -3165364 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -3166135.500000 Penalty: 3570.720947
	Iteration 12Q: 3 clusters Score -3166136 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 52702 members 
Entering Unmasked Estep 
Score: -3166862.250000 Penalty: 3570.720947
	Iteration 13Q: 3 clusters Score -3166862 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -3167594.000000 Penalty: 3570.720947
	Iteration 14Q: 3 clusters Score -3167594 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 54884 members 
Entering Unmasked Estep 
Score: -3168232.500000 Penalty: 3570.720947
	Iteration 15Q: 3 clusters Score -3168232 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -3168813.500000 Penalty: 3570.720947
	Iteration 16Q: 3 clusters Score -3168814 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 56585 members 
Entering Unmasked Estep 
Score: -3169396.000000 Penalty: 3570.720947
	Iteration 17Q: 3 clusters Score -3169396 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
Score: -3169879.000000 Penalty: 3570.720947
	Iteration 18Q: 3 clusters Score -3169879 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 57745 members 
Entering Unmasked Estep 
Score: -3170275.500000 Penalty: 3570.720947
	Iteration 19Q: 3 clusters Score -3170276 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 58153 members 
Entering Unmasked Estep 
Score: -3170587.000000 Penalty: 3570.720947
	Iteration 20F: 3 clusters Score -3170587 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 58429 members 
Entering Unmasked Estep 
Score: -3170815.250000 Penalty: 3570.720947
	Iteration 21Q: 3 clusters Score -3170815 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -3170920.000000 Penalty: 3570.720947
	Iteration 22Q: 3 clusters Score -3170920 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 58656 members 
Entering Unmasked Estep 
Score: -3170991.750000 Penalty: 3570.720947
	Iteration 23Q: 3 clusters Score -3170992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 58701 members 
Entering Unmasked Estep 
Score: -3171033.000000 Penalty: 3570.720947
	Iteration 24Q: 3 clusters Score -3171033 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -3171073.500000 Penalty: 3570.720947
	Iteration 25Q: 3 clusters Score -3171074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 58760 members 
Entering Unmasked Estep 
Score: -3171092.000000 Penalty: 3570.720947
	Iteration 26Q: 3 clusters Score -3171092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 58777 members 
Entering Unmasked Estep 
Score: -3171106.500000 Penalty: 3570.720947
	Iteration 27Q: 3 clusters Score -3171106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 58796 members 
Entering Unmasked Estep 
Score: -3171128.250000 Penalty: 3570.720947
	Iteration 28Q: 3 clusters Score -3171128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 58807 members 
Entering Unmasked Estep 
Score: -3171139.000000 Penalty: 3570.720947
	Iteration 29Q: 3 clusters Score -3171139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 58816 members 
Entering Unmasked Estep 
Score: -3171144.250000 Penalty: 3570.720947
	Iteration 30Q: 3 clusters Score -3171144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 58825 members 
Entering Unmasked Estep 
Score: -3171158.000000 Penalty: 3570.720947
	Iteration 31Q: 3 clusters Score -3171158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 58830 members 
Entering Unmasked Estep 
Score: -3171161.500000 Penalty: 3570.720947
	Iteration 32Q: 3 clusters Score -3171162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 58835 members 
Entering Unmasked Estep 
Score: -3171169.250000 Penalty: 3570.720947
	Iteration 33Q: 3 clusters Score -3171169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 58839 members 
Entering Unmasked Estep 
Score: -3171170.500000 Penalty: 3570.720947
	Iteration 34Q: 3 clusters Score -3171170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 58841 members 
Entering Unmasked Estep 
Score: -3171175.250000 Penalty: 3570.720947
	Iteration 35Q: 3 clusters Score -3171175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 58842 members 
Entering Unmasked Estep 
Score: -3171176.500000 Penalty: 3570.720947
	Iteration 36Q: 3 clusters Score -3171176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 58842 members 
Entering Unmasked Estep 
Score: -3171176.500000 Penalty: 3570.720947
	Iteration 37F: 3 clusters Score -3171176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Entering Unmasked Estep 
Score: -737656.125000 Penalty: 1556.823853
	Iteration 0F: 2 clusters Score -737656.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -727642.250000 Penalty: 3113.647705
	Iteration 0F: 3 clusters Score -727642.2 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -731257.437500 Penalty: 3113.647705
	Iteration 1F: 3 clusters Score -731257.4 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -731803.625000 Penalty: 3113.647705
	Iteration 2F: 3 clusters Score -731803.6 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -732315.500000 Penalty: 3113.647705
	Iteration 3F: 3 clusters Score -732315.5 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -732906.187500 Penalty: 3113.647705
	Iteration 4F: 3 clusters Score -732906.2 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -733567.062500 Penalty: 3113.647705
	Iteration 5F: 3 clusters Score -733567.1 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -734312.875000 Penalty: 3113.647705
	Iteration 6F: 3 clusters Score -734312.9 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -735118.500000 Penalty: 3113.647705
	Iteration 7F: 3 clusters Score -735118.5 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -735789.562500 Penalty: 3113.647705
	Iteration 8F: 3 clusters Score -735789.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -736245.125000 Penalty: 3113.647705
	Iteration 9Q: 3 clusters Score -736245.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -736529.437500 Penalty: 3113.647705
	Iteration 10Q: 3 clusters Score -736529.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -736697.375000 Penalty: 3113.647705
	Iteration 11Q: 3 clusters Score -736697.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -736800.937500 Penalty: 3113.647705
	Iteration 12Q: 3 clusters Score -736800.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -736839.687500 Penalty: 3113.647705
	Iteration 13Q: 3 clusters Score -736839.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -736864.000000 Penalty: 3113.647705
	Iteration 14Q: 3 clusters Score -736864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -736874.625000 Penalty: 3113.647705
	Iteration 15Q: 3 clusters Score -736874.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -736880.937500 Penalty: 3113.647705
	Iteration 16Q: 3 clusters Score -736880.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -736886.437500 Penalty: 3113.647705
	Iteration 17Q: 3 clusters Score -736886.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -736896.062500 Penalty: 3113.647705
	Iteration 18Q: 3 clusters Score -736896.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -736910.375000 Penalty: 3113.647705
	Iteration 19Q: 3 clusters Score -736910.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -736918.875000 Penalty: 3113.647705
	Iteration 20F: 3 clusters Score -736918.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -736925.687500 Penalty: 3113.647705
	Iteration 21Q: 3 clusters Score -736925.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -736940.687500 Penalty: 3113.647705
	Iteration 22Q: 3 clusters Score -736940.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -736953.500000 Penalty: 3113.647705
	Iteration 23Q: 3 clusters Score -736953.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -736962.937500 Penalty: 3113.647705
	Iteration 24Q: 3 clusters Score -736962.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -736969.750000 Penalty: 3113.647705
	Iteration 25Q: 3 clusters Score -736969.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -736977.312500 Penalty: 3113.647705
	Iteration 26Q: 3 clusters Score -736977.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -736986.812500 Penalty: 3113.647705
	Iteration 27Q: 3 clusters Score -736986.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -736992.500000 Penalty: 3113.647705
	Iteration 28Q: 3 clusters Score -736992.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -736993.812500 Penalty: 3113.647705
	Iteration 29Q: 3 clusters Score -736993.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -736994.625000 Penalty: 3113.647705
	Iteration 30Q: 3 clusters Score -736994.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -736994.750000 Penalty: 3113.647705
	Iteration 31Q: 3 clusters Score -736994.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -736994.750000 Penalty: 3113.647705
	Iteration 32F: 3 clusters Score -736994.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Entering Unmasked Estep 
Score: -1739487.500000 Penalty: 1695.113037
	Iteration 0F: 2 clusters Score -1739488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -1716730.125000 Penalty: 3390.226074
	Iteration 0F: 3 clusters Score -1716730 nChanged 15651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -1725732.625000 Penalty: 3390.226074
	Iteration 1F: 3 clusters Score -1725733 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -1726485.625000 Penalty: 3390.226074
	Iteration 2F: 3 clusters Score -1726486 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -1727443.125000 Penalty: 3390.226074
	Iteration 3F: 3 clusters Score -1727443 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -1728648.250000 Penalty: 3390.226074
	Iteration 4F: 3 clusters Score -1728648 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -1730180.250000 Penalty: 3390.226074
	Iteration 5F: 3 clusters Score -1730180 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -1731839.000000 Penalty: 3390.226074
	Iteration 6F: 3 clusters Score -1731839 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -1733545.625000 Penalty: 3390.226074
	Iteration 7F: 3 clusters Score -1733546 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -1734966.000000 Penalty: 3390.226074
	Iteration 8Q: 3 clusters Score -1734966 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -1735993.375000 Penalty: 3390.226074
	Iteration 9Q: 3 clusters Score -1735993 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -1736627.250000 Penalty: 3390.226074
	Iteration 10Q: 3 clusters Score -1736627 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -1737004.125000 Penalty: 3390.226074
	Iteration 11Q: 3 clusters Score -1737004 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -1737241.000000 Penalty: 3390.226074
	Iteration 12Q: 3 clusters Score -1737241 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -1737448.250000 Penalty: 3390.226074
	Iteration 13Q: 3 clusters Score -1737448 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -1737624.250000 Penalty: 3390.226074
	Iteration 14Q: 3 clusters Score -1737624 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -1737758.125000 Penalty: 3390.226074
	Iteration 15Q: 3 clusters Score -1737758 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -1737853.375000 Penalty: 3390.226074
	Iteration 16Q: 3 clusters Score -1737853 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -1737907.375000 Penalty: 3390.226074
	Iteration 17Q: 3 clusters Score -1737907 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -1737960.000000 Penalty: 3390.226074
	Iteration 18Q: 3 clusters Score -1737960 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -1738026.375000 Penalty: 3390.226074
	Iteration 19Q: 3 clusters Score -1738026 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -1738087.500000 Penalty: 3390.226074
	Iteration 20F: 3 clusters Score -1738088 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -1738134.375000 Penalty: 3390.226074
	Iteration 21Q: 3 clusters Score -1738134 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -1738170.375000 Penalty: 3390.226074
	Iteration 22Q: 3 clusters Score -1738170 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -1738195.000000 Penalty: 3390.226074
	Iteration 23Q: 3 clusters Score -1738195 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -1738208.875000 Penalty: 3390.226074
	Iteration 24Q: 3 clusters Score -1738209 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -1738220.125000 Penalty: 3390.226074
	Iteration 25Q: 3 clusters Score -1738220 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -1738232.375000 Penalty: 3390.226074
	Iteration 26Q: 3 clusters Score -1738232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -1738246.625000 Penalty: 3390.226074
	Iteration 27Q: 3 clusters Score -1738247 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -1738256.125000 Penalty: 3390.226074
	Iteration 28Q: 3 clusters Score -1738256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -1738259.500000 Penalty: 3390.226074
	Iteration 29Q: 3 clusters Score -1738260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -1738263.875000 Penalty: 3390.226074
	Iteration 30Q: 3 clusters Score -1738264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -1738271.000000 Penalty: 3390.226074
	Iteration 31Q: 3 clusters Score -1738271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -1738270.000000 Penalty: 3390.226074
	Iteration 32Q: 3 clusters Score -1738270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -1738274.250000 Penalty: 3390.226074
	Iteration 33Q: 3 clusters Score -1738274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -1738274.250000 Penalty: 3390.226074
	Iteration 34F: 3 clusters Score -1738274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Entering Unmasked Estep 
Score: -451287.562500 Penalty: 1479.793823
	Iteration 0F: 2 clusters Score -451287.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -444726.750000 Penalty: 2959.587646
	Iteration 0F: 3 clusters Score -444726.8 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -446750.093750 Penalty: 2959.587646
	Iteration 1F: 3 clusters Score -446750.1 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -447042.750000 Penalty: 2959.587646
	Iteration 2F: 3 clusters Score -447042.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -447314.687500 Penalty: 2959.587646
	Iteration 3F: 3 clusters Score -447314.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -447604.843750 Penalty: 2959.587646
	Iteration 4F: 3 clusters Score -447604.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -447959.968750 Penalty: 2959.587646
	Iteration 5F: 3 clusters Score -447960 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -448360.062500 Penalty: 2959.587646
	Iteration 6F: 3 clusters Score -448360.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -448735.406250 Penalty: 2959.587646
	Iteration 7F: 3 clusters Score -448735.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -449093.718750 Penalty: 2959.587646
	Iteration 8F: 3 clusters Score -449093.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -449406.250000 Penalty: 2959.587646
	Iteration 9Q: 3 clusters Score -449406.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -449647.656250 Penalty: 2959.587646
	Iteration 10Q: 3 clusters Score -449647.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -449816.687500 Penalty: 2959.587646
	Iteration 11Q: 3 clusters Score -449816.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -449923.187500 Penalty: 2959.587646
	Iteration 12Q: 3 clusters Score -449923.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -449999.000000 Penalty: 2959.587646
	Iteration 13Q: 3 clusters Score -449999 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -450065.281250 Penalty: 2959.587646
	Iteration 14Q: 3 clusters Score -450065.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -450119.531250 Penalty: 2959.587646
	Iteration 15Q: 3 clusters Score -450119.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -450159.562500 Penalty: 2959.587646
	Iteration 16Q: 3 clusters Score -450159.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -450187.187500 Penalty: 2959.587646
	Iteration 17Q: 3 clusters Score -450187.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -450220.375000 Penalty: 2959.587646
	Iteration 18Q: 3 clusters Score -450220.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -450241.625000 Penalty: 2959.587646
	Iteration 19Q: 3 clusters Score -450241.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -450267.000000 Penalty: 2959.587646
	Iteration 20F: 3 clusters Score -450267 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -450283.343750 Penalty: 2959.587646
	Iteration 21Q: 3 clusters Score -450283.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -450295.562500 Penalty: 2959.587646
	Iteration 22Q: 3 clusters Score -450295.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -450309.750000 Penalty: 2959.587646
	Iteration 23Q: 3 clusters Score -450309.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -450325.875000 Penalty: 2959.587646
	Iteration 24Q: 3 clusters Score -450325.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -450346.468750 Penalty: 2959.587646
	Iteration 25Q: 3 clusters Score -450346.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -450367.781250 Penalty: 2959.587646
	Iteration 26Q: 3 clusters Score -450367.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -450383.187500 Penalty: 2959.587646
	Iteration 27Q: 3 clusters Score -450383.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -450404.468750 Penalty: 2959.587646
	Iteration 28Q: 3 clusters Score -450404.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -450420.375000 Penalty: 2959.587646
	Iteration 29Q: 3 clusters Score -450420.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -450431.718750 Penalty: 2959.587646
	Iteration 30Q: 3 clusters Score -450431.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -450444.062500 Penalty: 2959.587646
	Iteration 31Q: 3 clusters Score -450444.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -450458.937500 Penalty: 2959.587646
	Iteration 32Q: 3 clusters Score -450458.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -450471.937500 Penalty: 2959.587646
	Iteration 33Q: 3 clusters Score -450471.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -450477.718750 Penalty: 2959.587646
	Iteration 34Q: 3 clusters Score -450477.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -450482.312500 Penalty: 2959.587646
	Iteration 35Q: 3 clusters Score -450482.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -450484.781250 Penalty: 2959.587646
	Iteration 36Q: 3 clusters Score -450484.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -450488.156250 Penalty: 2959.587646
	Iteration 37Q: 3 clusters Score -450488.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -450490.312500 Penalty: 2959.587646
	Iteration 38Q: 3 clusters Score -450490.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -450491.531250 Penalty: 2959.587646
	Iteration 39Q: 3 clusters Score -450491.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -450494.281250 Penalty: 2959.587646
	Iteration 40F: 3 clusters Score -450494.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -450495.343750 Penalty: 2959.587646
	Iteration 41Q: 3 clusters Score -450495.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -450496.781250 Penalty: 2959.587646
	Iteration 42Q: 3 clusters Score -450496.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -450498.750000 Penalty: 2959.587646
	Iteration 43Q: 3 clusters Score -450498.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -450500.093750 Penalty: 2959.587646
	Iteration 44Q: 3 clusters Score -450500.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -450502.437500 Penalty: 2959.587646
	Iteration 45Q: 3 clusters Score -450502.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -450504.531250 Penalty: 2959.587646
	Iteration 46Q: 3 clusters Score -450504.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -450503.656250 Penalty: 2959.587646
	Iteration 47Q: 3 clusters Score -450503.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -450504.625000 Penalty: 2959.587646
	Iteration 48Q: 3 clusters Score -450504.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -450506.281250 Penalty: 2959.587646
	Iteration 49Q: 3 clusters Score -450506.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -450505.250000 Penalty: 2959.587646
	Iteration 50Q: 3 clusters Score -450505.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -450506.062500 Penalty: 2959.587646
	Iteration 51Q: 3 clusters Score -450506.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -450507.593750 Penalty: 2959.587646
	Iteration 52Q: 3 clusters Score -450507.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -450506.937500 Penalty: 2959.587646
	Iteration 53Q: 3 clusters Score -450506.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -450506.937500 Penalty: 2959.587646
	Iteration 54F: 3 clusters Score -450506.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Entering Unmasked Estep 
Score: -357629.906250 Penalty: 1434.535034
	Iteration 0F: 2 clusters Score -357629.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -352508.218750 Penalty: 2869.070068
	Iteration 0F: 3 clusters Score -352508.2 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -354017.406250 Penalty: 2869.070068
	Iteration 1F: 3 clusters Score -354017.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -354200.937500 Penalty: 2869.070068
	Iteration 2F: 3 clusters Score -354200.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -354315.812500 Penalty: 2869.070068
	Iteration 3Q: 3 clusters Score -354315.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -354394.531250 Penalty: 2869.070068
	Iteration 4Q: 3 clusters Score -354394.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -354459.218750 Penalty: 2869.070068
	Iteration 5Q: 3 clusters Score -354459.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -354508.375000 Penalty: 2869.070068
	Iteration 6Q: 3 clusters Score -354508.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -354548.718750 Penalty: 2869.070068
	Iteration 7Q: 3 clusters Score -354548.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -354581.687500 Penalty: 2869.070068
	Iteration 8Q: 3 clusters Score -354581.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -354607.937500 Penalty: 2869.070068
	Iteration 9Q: 3 clusters Score -354607.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -354634.062500 Penalty: 2869.070068
	Iteration 10Q: 3 clusters Score -354634.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -354651.625000 Penalty: 2869.070068
	Iteration 11Q: 3 clusters Score -354651.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -354671.718750 Penalty: 2869.070068
	Iteration 12Q: 3 clusters Score -354671.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -354689.531250 Penalty: 2869.070068
	Iteration 13Q: 3 clusters Score -354689.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -354706.906250 Penalty: 2869.070068
	Iteration 14Q: 3 clusters Score -354706.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -354720.000000 Penalty: 2869.070068
	Iteration 15Q: 3 clusters Score -354720 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -354740.250000 Penalty: 2869.070068
	Iteration 16Q: 3 clusters Score -354740.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -354758.031250 Penalty: 2869.070068
	Iteration 17Q: 3 clusters Score -354758 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -354786.156250 Penalty: 2869.070068
	Iteration 18Q: 3 clusters Score -354786.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -354811.875000 Penalty: 2869.070068
	Iteration 19Q: 3 clusters Score -354811.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -354832.062500 Penalty: 2869.070068
	Iteration 20F: 3 clusters Score -354832.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -354855.406250 Penalty: 2869.070068
	Iteration 21Q: 3 clusters Score -354855.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -354879.656250 Penalty: 2869.070068
	Iteration 22Q: 3 clusters Score -354879.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -354908.781250 Penalty: 2869.070068
	Iteration 23Q: 3 clusters Score -354908.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -354940.812500 Penalty: 2869.070068
	Iteration 24Q: 3 clusters Score -354940.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -354968.156250 Penalty: 2869.070068
	Iteration 25Q: 3 clusters Score -354968.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -354989.312500 Penalty: 2869.070068
	Iteration 26Q: 3 clusters Score -354989.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -355007.906250 Penalty: 2869.070068
	Iteration 27Q: 3 clusters Score -355007.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -355032.718750 Penalty: 2869.070068
	Iteration 28Q: 3 clusters Score -355032.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -355063.156250 Penalty: 2869.070068
	Iteration 29Q: 3 clusters Score -355063.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -355091.187500 Penalty: 2869.070068
	Iteration 30Q: 3 clusters Score -355091.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -355121.593750 Penalty: 2869.070068
	Iteration 31Q: 3 clusters Score -355121.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -355158.062500 Penalty: 2869.070068
	Iteration 32Q: 3 clusters Score -355158.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -355208.375000 Penalty: 2869.070068
	Iteration 33Q: 3 clusters Score -355208.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -355270.656250 Penalty: 2869.070068
	Iteration 34Q: 3 clusters Score -355270.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -355353.250000 Penalty: 2869.070068
	Iteration 35Q: 3 clusters Score -355353.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -355437.218750 Penalty: 2869.070068
	Iteration 36Q: 3 clusters Score -355437.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -355516.906250 Penalty: 2869.070068
	Iteration 37Q: 3 clusters Score -355516.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -355604.875000 Penalty: 2869.070068
	Iteration 38Q: 3 clusters Score -355604.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -355699.718750 Penalty: 2869.070068
	Iteration 39Q: 3 clusters Score -355699.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -355767.750000 Penalty: 2869.070068
	Iteration 40F: 3 clusters Score -355767.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -355830.093750 Penalty: 2869.070068
	Iteration 41Q: 3 clusters Score -355830.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -355895.218750 Penalty: 2869.070068
	Iteration 42Q: 3 clusters Score -355895.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -355965.187500 Penalty: 2869.070068
	Iteration 43Q: 3 clusters Score -355965.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -356049.093750 Penalty: 2869.070068
	Iteration 44Q: 3 clusters Score -356049.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -356134.343750 Penalty: 2869.070068
	Iteration 45Q: 3 clusters Score -356134.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -356200.500000 Penalty: 2869.070068
	Iteration 46Q: 3 clusters Score -356200.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -356240.625000 Penalty: 2869.070068
	Iteration 47Q: 3 clusters Score -356240.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -356269.031250 Penalty: 2869.070068
	Iteration 48Q: 3 clusters Score -356269 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -356293.531250 Penalty: 2869.070068
	Iteration 49Q: 3 clusters Score -356293.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -356312.062500 Penalty: 2869.070068
	Iteration 50Q: 3 clusters Score -356312.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -356332.593750 Penalty: 2869.070068
	Iteration 51Q: 3 clusters Score -356332.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -356347.031250 Penalty: 2869.070068
	Iteration 52Q: 3 clusters Score -356347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -356353.468750 Penalty: 2869.070068
	Iteration 53Q: 3 clusters Score -356353.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -356356.625000 Penalty: 2869.070068
	Iteration 54Q: 3 clusters Score -356356.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -356357.625000 Penalty: 2869.070068
	Iteration 55Q: 3 clusters Score -356357.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -356361.531250 Penalty: 2869.070068
	Iteration 56Q: 3 clusters Score -356361.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -356365.843750 Penalty: 2869.070068
	Iteration 57Q: 3 clusters Score -356365.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -356374.625000 Penalty: 2869.070068
	Iteration 58Q: 3 clusters Score -356374.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -356384.031250 Penalty: 2869.070068
	Iteration 59Q: 3 clusters Score -356384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -356392.781250 Penalty: 2869.070068
	Iteration 60F: 3 clusters Score -356392.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -356396.437500 Penalty: 2869.070068
	Iteration 61Q: 3 clusters Score -356396.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -356401.531250 Penalty: 2869.070068
	Iteration 62Q: 3 clusters Score -356401.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -356403.500000 Penalty: 2869.070068
	Iteration 63Q: 3 clusters Score -356403.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -356407.000000 Penalty: 2869.070068
	Iteration 64Q: 3 clusters Score -356407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -356408.312500 Penalty: 2869.070068
	Iteration 65Q: 3 clusters Score -356408.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -356409.218750 Penalty: 2869.070068
	Iteration 66Q: 3 clusters Score -356409.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -356409.218750 Penalty: 2869.070068
	Iteration 67F: 3 clusters Score -356409.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Entering Unmasked Estep 
Score: -45155.027344 Penalty: 1123.805054
	Iteration 0F: 2 clusters Score -45155.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -43702.105469 Penalty: 2247.610107
	Iteration 0F: 3 clusters Score -43702.11 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -43934.082031 Penalty: 2247.610107
	Iteration 1F: 3 clusters Score -43934.08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -44004.546875 Penalty: 2247.610107
	Iteration 2F: 3 clusters Score -44004.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -44034.277344 Penalty: 2247.610107
	Iteration 3Q: 3 clusters Score -44034.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -44055.246094 Penalty: 2247.610107
	Iteration 4Q: 3 clusters Score -44055.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -44069.515625 Penalty: 2247.610107
	Iteration 5Q: 3 clusters Score -44069.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -44086.964844 Penalty: 2247.610107
	Iteration 6Q: 3 clusters Score -44086.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -44095.222656 Penalty: 2247.610107
	Iteration 7Q: 3 clusters Score -44095.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -44101.750000 Penalty: 2247.610107
	Iteration 8Q: 3 clusters Score -44101.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -44112.625000 Penalty: 2247.610107
	Iteration 9Q: 3 clusters Score -44112.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -44127.242188 Penalty: 2247.610107
	Iteration 10Q: 3 clusters Score -44127.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -44139.472656 Penalty: 2247.610107
	Iteration 11Q: 3 clusters Score -44139.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -44155.789062 Penalty: 2247.610107
	Iteration 12Q: 3 clusters Score -44155.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -44168.207031 Penalty: 2247.610107
	Iteration 13Q: 3 clusters Score -44168.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -44185.949219 Penalty: 2247.610107
	Iteration 14Q: 3 clusters Score -44185.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -44199.382812 Penalty: 2247.610107
	Iteration 15Q: 3 clusters Score -44199.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -44216.140625 Penalty: 2247.610107
	Iteration 16Q: 3 clusters Score -44216.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -44235.191406 Penalty: 2247.610107
	Iteration 17Q: 3 clusters Score -44235.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -44250.507812 Penalty: 2247.610107
	Iteration 18Q: 3 clusters Score -44250.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -44260.007812 Penalty: 2247.610107
	Iteration 19Q: 3 clusters Score -44260.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -44267.750000 Penalty: 2247.610107
	Iteration 20F: 3 clusters Score -44267.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -44277.824219 Penalty: 2247.610107
	Iteration 21Q: 3 clusters Score -44277.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -44280.363281 Penalty: 2247.610107
	Iteration 22Q: 3 clusters Score -44280.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -44286.386719 Penalty: 2247.610107
	Iteration 23Q: 3 clusters Score -44286.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -44292.851562 Penalty: 2247.610107
	Iteration 24Q: 3 clusters Score -44292.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -44293.578125 Penalty: 2247.610107
	Iteration 25Q: 3 clusters Score -44293.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -44294.027344 Penalty: 2247.610107
	Iteration 26Q: 3 clusters Score -44294.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -44295.039062 Penalty: 2247.610107
	Iteration 27Q: 3 clusters Score -44295.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -44295.539062 Penalty: 2247.610107
	Iteration 28Q: 3 clusters Score -44295.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -44296.292969 Penalty: 2247.610107
	Iteration 29Q: 3 clusters Score -44296.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -44296.292969 Penalty: 2247.610107
	Iteration 30F: 3 clusters Score -44296.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Entering Unmasked Estep 
Score: -214363.390625 Penalty: 1363.971191
	Iteration 0F: 2 clusters Score -214363.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -210773.828125 Penalty: 2727.942383
	Iteration 0F: 3 clusters Score -210773.8 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -211781.515625 Penalty: 2727.942383
	Iteration 1F: 3 clusters Score -211781.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -212034.234375 Penalty: 2727.942383
	Iteration 2F: 3 clusters Score -212034.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -212214.937500 Penalty: 2727.942383
	Iteration 3F: 3 clusters Score -212214.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -212361.703125 Penalty: 2727.942383
	Iteration 4Q: 3 clusters Score -212361.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -212486.937500 Penalty: 2727.942383
	Iteration 5Q: 3 clusters Score -212486.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -212590.140625 Penalty: 2727.942383
	Iteration 6Q: 3 clusters Score -212590.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -212676.859375 Penalty: 2727.942383
	Iteration 7Q: 3 clusters Score -212676.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -212749.328125 Penalty: 2727.942383
	Iteration 8Q: 3 clusters Score -212749.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -212822.203125 Penalty: 2727.942383
	Iteration 9Q: 3 clusters Score -212822.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -212882.625000 Penalty: 2727.942383
	Iteration 10Q: 3 clusters Score -212882.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -212926.265625 Penalty: 2727.942383
	Iteration 11Q: 3 clusters Score -212926.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -212969.015625 Penalty: 2727.942383
	Iteration 12Q: 3 clusters Score -212969 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -213008.359375 Penalty: 2727.942383
	Iteration 13Q: 3 clusters Score -213008.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -213039.015625 Penalty: 2727.942383
	Iteration 14Q: 3 clusters Score -213039 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -213062.718750 Penalty: 2727.942383
	Iteration 15Q: 3 clusters Score -213062.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -213085.421875 Penalty: 2727.942383
	Iteration 16Q: 3 clusters Score -213085.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -213109.421875 Penalty: 2727.942383
	Iteration 17Q: 3 clusters Score -213109.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -213128.000000 Penalty: 2727.942383
	Iteration 18Q: 3 clusters Score -213128 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -213148.890625 Penalty: 2727.942383
	Iteration 19Q: 3 clusters Score -213148.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -213170.515625 Penalty: 2727.942383
	Iteration 20F: 3 clusters Score -213170.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -213187.328125 Penalty: 2727.942383
	Iteration 21Q: 3 clusters Score -213187.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -213203.937500 Penalty: 2727.942383
	Iteration 22Q: 3 clusters Score -213203.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -213223.390625 Penalty: 2727.942383
	Iteration 23Q: 3 clusters Score -213223.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -213239.453125 Penalty: 2727.942383
	Iteration 24Q: 3 clusters Score -213239.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -213261.937500 Penalty: 2727.942383
	Iteration 25Q: 3 clusters Score -213261.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -213288.687500 Penalty: 2727.942383
	Iteration 26Q: 3 clusters Score -213288.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -213324.140625 Penalty: 2727.942383
	Iteration 27Q: 3 clusters Score -213324.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -213360.921875 Penalty: 2727.942383
	Iteration 28Q: 3 clusters Score -213360.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -213393.703125 Penalty: 2727.942383
	Iteration 29Q: 3 clusters Score -213393.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -213421.796875 Penalty: 2727.942383
	Iteration 30Q: 3 clusters Score -213421.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -213447.906250 Penalty: 2727.942383
	Iteration 31Q: 3 clusters Score -213447.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -213470.656250 Penalty: 2727.942383
	Iteration 32Q: 3 clusters Score -213470.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -213487.843750 Penalty: 2727.942383
	Iteration 33Q: 3 clusters Score -213487.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -213508.265625 Penalty: 2727.942383
	Iteration 34Q: 3 clusters Score -213508.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -213535.375000 Penalty: 2727.942383
	Iteration 35Q: 3 clusters Score -213535.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -213570.625000 Penalty: 2727.942383
	Iteration 36Q: 3 clusters Score -213570.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -213608.796875 Penalty: 2727.942383
	Iteration 37Q: 3 clusters Score -213608.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -213644.593750 Penalty: 2727.942383
	Iteration 38Q: 3 clusters Score -213644.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -213680.671875 Penalty: 2727.942383
	Iteration 39Q: 3 clusters Score -213680.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -213717.265625 Penalty: 2727.942383
	Iteration 40F: 3 clusters Score -213717.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -213756.578125 Penalty: 2727.942383
	Iteration 41Q: 3 clusters Score -213756.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -213782.546875 Penalty: 2727.942383
	Iteration 42Q: 3 clusters Score -213782.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -213808.500000 Penalty: 2727.942383
	Iteration 43Q: 3 clusters Score -213808.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -213831.703125 Penalty: 2727.942383
	Iteration 44Q: 3 clusters Score -213831.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -213852.859375 Penalty: 2727.942383
	Iteration 45Q: 3 clusters Score -213852.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -213865.484375 Penalty: 2727.942383
	Iteration 46Q: 3 clusters Score -213865.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -213873.765625 Penalty: 2727.942383
	Iteration 47Q: 3 clusters Score -213873.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -213882.187500 Penalty: 2727.942383
	Iteration 48Q: 3 clusters Score -213882.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -213890.781250 Penalty: 2727.942383
	Iteration 49Q: 3 clusters Score -213890.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -213900.421875 Penalty: 2727.942383
	Iteration 50Q: 3 clusters Score -213900.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -213911.515625 Penalty: 2727.942383
	Iteration 51Q: 3 clusters Score -213911.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -213923.687500 Penalty: 2727.942383
	Iteration 52Q: 3 clusters Score -213923.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -213930.781250 Penalty: 2727.942383
	Iteration 53Q: 3 clusters Score -213930.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -213933.921875 Penalty: 2727.942383
	Iteration 54Q: 3 clusters Score -213933.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -213937.921875 Penalty: 2727.942383
	Iteration 55Q: 3 clusters Score -213937.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -213941.625000 Penalty: 2727.942383
	Iteration 56Q: 3 clusters Score -213941.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -213943.125000 Penalty: 2727.942383
	Iteration 57Q: 3 clusters Score -213943.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -213944.265625 Penalty: 2727.942383
	Iteration 58Q: 3 clusters Score -213944.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -213945.125000 Penalty: 2727.942383
	Iteration 59Q: 3 clusters Score -213945.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -213946.218750 Penalty: 2727.942383
	Iteration 60F: 3 clusters Score -213946.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -213947.515625 Penalty: 2727.942383
	Iteration 61Q: 3 clusters Score -213947.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -213947.515625 Penalty: 2727.942383
	Iteration 62F: 3 clusters Score -213947.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Entering Unmasked Estep 
Score: -497943.218750 Penalty: 1481.158325
	Iteration 0F: 2 clusters Score -497943.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -491310.500000 Penalty: 2962.316650
	Iteration 0F: 3 clusters Score -491310.5 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -493381.218750 Penalty: 2962.316650
	Iteration 1F: 3 clusters Score -493381.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -493603.937500 Penalty: 2962.316650
	Iteration 2F: 3 clusters Score -493603.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -493752.562500 Penalty: 2962.316650
	Iteration 3Q: 3 clusters Score -493752.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -493866.156250 Penalty: 2962.316650
	Iteration 4Q: 3 clusters Score -493866.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -493969.093750 Penalty: 2962.316650
	Iteration 5Q: 3 clusters Score -493969.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -494087.937500 Penalty: 2962.316650
	Iteration 6Q: 3 clusters Score -494087.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -494220.062500 Penalty: 2962.316650
	Iteration 7Q: 3 clusters Score -494220.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -494374.593750 Penalty: 2962.316650
	Iteration 8Q: 3 clusters Score -494374.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -494567.093750 Penalty: 2962.316650
	Iteration 9Q: 3 clusters Score -494567.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -494814.031250 Penalty: 2962.316650
	Iteration 10Q: 3 clusters Score -494814 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -495102.437500 Penalty: 2962.316650
	Iteration 11Q: 3 clusters Score -495102.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -495385.187500 Penalty: 2962.316650
	Iteration 12Q: 3 clusters Score -495385.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -495677.000000 Penalty: 2962.316650
	Iteration 13Q: 3 clusters Score -495677 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -495955.500000 Penalty: 2962.316650
	Iteration 14Q: 3 clusters Score -495955.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -496171.593750 Penalty: 2962.316650
	Iteration 15Q: 3 clusters Score -496171.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -496314.093750 Penalty: 2962.316650
	Iteration 16Q: 3 clusters Score -496314.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -496404.250000 Penalty: 2962.316650
	Iteration 17Q: 3 clusters Score -496404.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -496457.656250 Penalty: 2962.316650
	Iteration 18Q: 3 clusters Score -496457.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -496495.593750 Penalty: 2962.316650
	Iteration 19Q: 3 clusters Score -496495.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -496521.281250 Penalty: 2962.316650
	Iteration 20F: 3 clusters Score -496521.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -496540.468750 Penalty: 2962.316650
	Iteration 21Q: 3 clusters Score -496540.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -496560.843750 Penalty: 2962.316650
	Iteration 22Q: 3 clusters Score -496560.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -496579.156250 Penalty: 2962.316650
	Iteration 23Q: 3 clusters Score -496579.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -496600.187500 Penalty: 2962.316650
	Iteration 24Q: 3 clusters Score -496600.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -496614.125000 Penalty: 2962.316650
	Iteration 25Q: 3 clusters Score -496614.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -496621.750000 Penalty: 2962.316650
	Iteration 26Q: 3 clusters Score -496621.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -496631.218750 Penalty: 2962.316650
	Iteration 27Q: 3 clusters Score -496631.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -496636.906250 Penalty: 2962.316650
	Iteration 28Q: 3 clusters Score -496636.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -496640.562500 Penalty: 2962.316650
	Iteration 29Q: 3 clusters Score -496640.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -496643.906250 Penalty: 2962.316650
	Iteration 30Q: 3 clusters Score -496643.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -496644.468750 Penalty: 2962.316650
	Iteration 31Q: 3 clusters Score -496644.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -496646.968750 Penalty: 2962.316650
	Iteration 32Q: 3 clusters Score -496647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -496647.875000 Penalty: 2962.316650
	Iteration 33Q: 3 clusters Score -496647.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -496651.500000 Penalty: 2962.316650
	Iteration 34Q: 3 clusters Score -496651.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -496654.093750 Penalty: 2962.316650
	Iteration 35Q: 3 clusters Score -496654.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -496654.093750 Penalty: 2962.316650
	Iteration 36F: 3 clusters Score -496654.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Entering Unmasked Estep 
Score: -1115120.625000 Penalty: 1610.684204
	Iteration 0F: 2 clusters Score -1115121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1101386.875000 Penalty: 3221.368408
	Iteration 0F: 3 clusters Score -1101387 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1106510.375000 Penalty: 3221.368408
	Iteration 1F: 3 clusters Score -1106510 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1106942.375000 Penalty: 3221.368408
	Iteration 2F: 3 clusters Score -1106942 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1107419.375000 Penalty: 3221.368408
	Iteration 3F: 3 clusters Score -1107419 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1107988.250000 Penalty: 3221.368408
	Iteration 4F: 3 clusters Score -1107988 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1108713.750000 Penalty: 3221.368408
	Iteration 5F: 3 clusters Score -1108714 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1109662.000000 Penalty: 3221.368408
	Iteration 6F: 3 clusters Score -1109662 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -1110751.125000 Penalty: 3221.368408
	Iteration 7F: 3 clusters Score -1110751 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -1111780.875000 Penalty: 3221.368408
	Iteration 8F: 3 clusters Score -1111781 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -1112397.875000 Penalty: 3221.368408
	Iteration 9Q: 3 clusters Score -1112398 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -1112643.375000 Penalty: 3221.368408
	Iteration 10Q: 3 clusters Score -1112643 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1112763.750000 Penalty: 3221.368408
	Iteration 11Q: 3 clusters Score -1112764 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -1112862.125000 Penalty: 3221.368408
	Iteration 12Q: 3 clusters Score -1112862 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -1112934.875000 Penalty: 3221.368408
	Iteration 13Q: 3 clusters Score -1112935 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -1113004.625000 Penalty: 3221.368408
	Iteration 14Q: 3 clusters Score -1113005 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1113055.000000 Penalty: 3221.368408
	Iteration 15Q: 3 clusters Score -1113055 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -1113096.000000 Penalty: 3221.368408
	Iteration 16Q: 3 clusters Score -1113096 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -1113124.000000 Penalty: 3221.368408
	Iteration 17Q: 3 clusters Score -1113124 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -1113151.125000 Penalty: 3221.368408
	Iteration 18Q: 3 clusters Score -1113151 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -1113174.000000 Penalty: 3221.368408
	Iteration 19Q: 3 clusters Score -1113174 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -1113200.750000 Penalty: 3221.368408
	Iteration 20F: 3 clusters Score -1113201 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -1113219.875000 Penalty: 3221.368408
	Iteration 21Q: 3 clusters Score -1113220 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -1113237.125000 Penalty: 3221.368408
	Iteration 22Q: 3 clusters Score -1113237 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -1113259.000000 Penalty: 3221.368408
	Iteration 23Q: 3 clusters Score -1113259 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -1113281.125000 Penalty: 3221.368408
	Iteration 24Q: 3 clusters Score -1113281 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -1113305.125000 Penalty: 3221.368408
	Iteration 25Q: 3 clusters Score -1113305 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -1113321.875000 Penalty: 3221.368408
	Iteration 26Q: 3 clusters Score -1113322 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -1113336.250000 Penalty: 3221.368408
	Iteration 27Q: 3 clusters Score -1113336 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -1113341.750000 Penalty: 3221.368408
	Iteration 28Q: 3 clusters Score -1113342 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -1113355.000000 Penalty: 3221.368408
	Iteration 29Q: 3 clusters Score -1113355 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -1113364.250000 Penalty: 3221.368408
	Iteration 30Q: 3 clusters Score -1113364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -1113376.250000 Penalty: 3221.368408
	Iteration 31Q: 3 clusters Score -1113376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -1113387.875000 Penalty: 3221.368408
	Iteration 32Q: 3 clusters Score -1113388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -1113393.375000 Penalty: 3221.368408
	Iteration 33Q: 3 clusters Score -1113393 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -1113401.750000 Penalty: 3221.368408
	Iteration 34Q: 3 clusters Score -1113402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -1113406.500000 Penalty: 3221.368408
	Iteration 35Q: 3 clusters Score -1113406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -1113411.875000 Penalty: 3221.368408
	Iteration 36Q: 3 clusters Score -1113412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -1113424.125000 Penalty: 3221.368408
	Iteration 37Q: 3 clusters Score -1113424 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -1113434.125000 Penalty: 3221.368408
	Iteration 38Q: 3 clusters Score -1113434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -1113444.125000 Penalty: 3221.368408
	Iteration 39Q: 3 clusters Score -1113444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -1113457.250000 Penalty: 3221.368408
	Iteration 40F: 3 clusters Score -1113457 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -1113461.875000 Penalty: 3221.368408
	Iteration 41Q: 3 clusters Score -1113462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -1113470.750000 Penalty: 3221.368408
	Iteration 42Q: 3 clusters Score -1113471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -1113476.375000 Penalty: 3221.368408
	Iteration 43Q: 3 clusters Score -1113476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -1113490.000000 Penalty: 3221.368408
	Iteration 44Q: 3 clusters Score -1113490 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -1113498.250000 Penalty: 3221.368408
	Iteration 45Q: 3 clusters Score -1113498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -1113506.500000 Penalty: 3221.368408
	Iteration 46Q: 3 clusters Score -1113506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -1113516.875000 Penalty: 3221.368408
	Iteration 47Q: 3 clusters Score -1113517 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -1113524.375000 Penalty: 3221.368408
	Iteration 48Q: 3 clusters Score -1113524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -1113532.500000 Penalty: 3221.368408
	Iteration 49Q: 3 clusters Score -1113532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -1113542.375000 Penalty: 3221.368408
	Iteration 50Q: 3 clusters Score -1113542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -1113549.750000 Penalty: 3221.368408
	Iteration 51Q: 3 clusters Score -1113550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -1113558.875000 Penalty: 3221.368408
	Iteration 52Q: 3 clusters Score -1113559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -1113567.000000 Penalty: 3221.368408
	Iteration 53Q: 3 clusters Score -1113567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -1113572.000000 Penalty: 3221.368408
	Iteration 54Q: 3 clusters Score -1113572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -1113578.000000 Penalty: 3221.368408
	Iteration 55Q: 3 clusters Score -1113578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -1113585.250000 Penalty: 3221.368408
	Iteration 56Q: 3 clusters Score -1113585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -1113589.000000 Penalty: 3221.368408
	Iteration 57Q: 3 clusters Score -1113589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -1113591.750000 Penalty: 3221.368408
	Iteration 58Q: 3 clusters Score -1113592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -1113592.250000 Penalty: 3221.368408
	Iteration 59Q: 3 clusters Score -1113592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -1113592.000000 Penalty: 3221.368408
	Iteration 60F: 3 clusters Score -1113592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -1113594.125000 Penalty: 3221.368408
	Iteration 61Q: 3 clusters Score -1113594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -1113597.500000 Penalty: 3221.368408
	Iteration 62Q: 3 clusters Score -1113598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -1113601.375000 Penalty: 3221.368408
	Iteration 63Q: 3 clusters Score -1113601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -1113606.500000 Penalty: 3221.368408
	Iteration 64Q: 3 clusters Score -1113606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -1113612.500000 Penalty: 3221.368408
	Iteration 65Q: 3 clusters Score -1113612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -1113620.625000 Penalty: 3221.368408
	Iteration 66Q: 3 clusters Score -1113621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -1113628.875000 Penalty: 3221.368408
	Iteration 67Q: 3 clusters Score -1113629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -1113633.125000 Penalty: 3221.368408
	Iteration 68Q: 3 clusters Score -1113633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -1113639.250000 Penalty: 3221.368408
	Iteration 69Q: 3 clusters Score -1113639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -1113648.625000 Penalty: 3221.368408
	Iteration 70Q: 3 clusters Score -1113649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -1113658.000000 Penalty: 3221.368408
	Iteration 71Q: 3 clusters Score -1113658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -1113667.625000 Penalty: 3221.368408
	Iteration 72Q: 3 clusters Score -1113668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -1113681.875000 Penalty: 3221.368408
	Iteration 73Q: 3 clusters Score -1113682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -1113691.000000 Penalty: 3221.368408
	Iteration 74Q: 3 clusters Score -1113691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -1113703.000000 Penalty: 3221.368408
	Iteration 75Q: 3 clusters Score -1113703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -1113716.375000 Penalty: 3221.368408
	Iteration 76Q: 3 clusters Score -1113716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -1113725.500000 Penalty: 3221.368408
	Iteration 77Q: 3 clusters Score -1113726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -1113739.375000 Penalty: 3221.368408
	Iteration 78Q: 3 clusters Score -1113739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -1113751.625000 Penalty: 3221.368408
	Iteration 79Q: 3 clusters Score -1113752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -1113765.125000 Penalty: 3221.368408
	Iteration 80F: 3 clusters Score -1113765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -1113777.625000 Penalty: 3221.368408
	Iteration 81Q: 3 clusters Score -1113778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -1113781.375000 Penalty: 3221.368408
	Iteration 82Q: 3 clusters Score -1113781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -1113793.125000 Penalty: 3221.368408
	Iteration 83Q: 3 clusters Score -1113793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -1113798.500000 Penalty: 3221.368408
	Iteration 84Q: 3 clusters Score -1113798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -1113799.125000 Penalty: 3221.368408
	Iteration 85Q: 3 clusters Score -1113799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -1113805.250000 Penalty: 3221.368408
	Iteration 86Q: 3 clusters Score -1113805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -1113808.625000 Penalty: 3221.368408
	Iteration 87Q: 3 clusters Score -1113809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -1113807.750000 Penalty: 3221.368408
	Iteration 88Q: 3 clusters Score -1113808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -1113809.750000 Penalty: 3221.368408
	Iteration 89Q: 3 clusters Score -1113810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -1113810.750000 Penalty: 3221.368408
	Iteration 90Q: 3 clusters Score -1113811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -1113810.500000 Penalty: 3221.368408
	Iteration 91Q: 3 clusters Score -1113810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -1113810.500000 Penalty: 3221.368408
	Iteration 92F: 3 clusters Score -1113810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Entering Unmasked Estep 
Score: -596128.812500 Penalty: 1534.145630
	Iteration 0F: 2 clusters Score -596128.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -587295.187500 Penalty: 3068.291260
	Iteration 0F: 3 clusters Score -587295.2 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -590355.625000 Penalty: 3068.291260
	Iteration 1F: 3 clusters Score -590355.6 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -590767.562500 Penalty: 3068.291260
	Iteration 2F: 3 clusters Score -590767.6 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -591143.312500 Penalty: 3068.291260
	Iteration 3F: 3 clusters Score -591143.3 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -591514.250000 Penalty: 3068.291260
	Iteration 4F: 3 clusters Score -591514.2 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -591906.625000 Penalty: 3068.291260
	Iteration 5F: 3 clusters Score -591906.6 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -592364.187500 Penalty: 3068.291260
	Iteration 6F: 3 clusters Score -592364.2 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -592862.500000 Penalty: 3068.291260
	Iteration 7F: 3 clusters Score -592862.5 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -593353.125000 Penalty: 3068.291260
	Iteration 8Q: 3 clusters Score -593353.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -593745.875000 Penalty: 3068.291260
	Iteration 9Q: 3 clusters Score -593745.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -594050.250000 Penalty: 3068.291260
	Iteration 10Q: 3 clusters Score -594050.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -594250.250000 Penalty: 3068.291260
	Iteration 11Q: 3 clusters Score -594250.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -594399.062500 Penalty: 3068.291260
	Iteration 12Q: 3 clusters Score -594399.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -594499.875000 Penalty: 3068.291260
	Iteration 13Q: 3 clusters Score -594499.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -594564.750000 Penalty: 3068.291260
	Iteration 14Q: 3 clusters Score -594564.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -594613.875000 Penalty: 3068.291260
	Iteration 15Q: 3 clusters Score -594613.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -594642.812500 Penalty: 3068.291260
	Iteration 16Q: 3 clusters Score -594642.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -594668.812500 Penalty: 3068.291260
	Iteration 17Q: 3 clusters Score -594668.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -594698.187500 Penalty: 3068.291260
	Iteration 18Q: 3 clusters Score -594698.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -594727.687500 Penalty: 3068.291260
	Iteration 19Q: 3 clusters Score -594727.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -594751.625000 Penalty: 3068.291260
	Iteration 20F: 3 clusters Score -594751.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -594770.750000 Penalty: 3068.291260
	Iteration 21Q: 3 clusters Score -594770.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -594785.000000 Penalty: 3068.291260
	Iteration 22Q: 3 clusters Score -594785 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -594802.250000 Penalty: 3068.291260
	Iteration 23Q: 3 clusters Score -594802.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -594816.437500 Penalty: 3068.291260
	Iteration 24Q: 3 clusters Score -594816.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -594828.937500 Penalty: 3068.291260
	Iteration 25Q: 3 clusters Score -594828.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -594841.625000 Penalty: 3068.291260
	Iteration 26Q: 3 clusters Score -594841.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -594855.062500 Penalty: 3068.291260
	Iteration 27Q: 3 clusters Score -594855.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -594863.625000 Penalty: 3068.291260
	Iteration 28Q: 3 clusters Score -594863.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -594874.500000 Penalty: 3068.291260
	Iteration 29Q: 3 clusters Score -594874.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -594886.312500 Penalty: 3068.291260
	Iteration 30Q: 3 clusters Score -594886.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -594899.687500 Penalty: 3068.291260
	Iteration 31Q: 3 clusters Score -594899.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -594916.312500 Penalty: 3068.291260
	Iteration 32Q: 3 clusters Score -594916.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -594925.375000 Penalty: 3068.291260
	Iteration 33Q: 3 clusters Score -594925.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -594937.437500 Penalty: 3068.291260
	Iteration 34Q: 3 clusters Score -594937.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -594942.812500 Penalty: 3068.291260
	Iteration 35Q: 3 clusters Score -594942.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -594947.187500 Penalty: 3068.291260
	Iteration 36Q: 3 clusters Score -594947.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -594951.125000 Penalty: 3068.291260
	Iteration 37Q: 3 clusters Score -594951.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -594953.125000 Penalty: 3068.291260
	Iteration 38Q: 3 clusters Score -594953.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -594957.750000 Penalty: 3068.291260
	Iteration 39Q: 3 clusters Score -594957.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -594962.250000 Penalty: 3068.291260
	Iteration 40F: 3 clusters Score -594962.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -594964.937500 Penalty: 3068.291260
	Iteration 41Q: 3 clusters Score -594964.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -594966.812500 Penalty: 3068.291260
	Iteration 42Q: 3 clusters Score -594966.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -594969.687500 Penalty: 3068.291260
	Iteration 43Q: 3 clusters Score -594969.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -594972.562500 Penalty: 3068.291260
	Iteration 44Q: 3 clusters Score -594972.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -594972.000000 Penalty: 3068.291260
	Iteration 45Q: 3 clusters Score -594972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -594974.250000 Penalty: 3068.291260
	Iteration 46Q: 3 clusters Score -594974.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -594975.687500 Penalty: 3068.291260
	Iteration 47Q: 3 clusters Score -594975.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -594975.687500 Penalty: 3068.291260
	Iteration 48F: 3 clusters Score -594975.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Entering Unmasked Estep 
Score: -166514.375000 Penalty: 1326.316162
	Iteration 0F: 2 clusters Score -166514.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -163460.984375 Penalty: 2652.632324
	Iteration 0F: 3 clusters Score -163461 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -164326.328125 Penalty: 2652.632324
	Iteration 1F: 3 clusters Score -164326.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -164738.765625 Penalty: 2652.632324
	Iteration 2F: 3 clusters Score -164738.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -165169.078125 Penalty: 2652.632324
	Iteration 3F: 3 clusters Score -165169.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -165509.718750 Penalty: 2652.632324
	Iteration 4F: 3 clusters Score -165509.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -165738.281250 Penalty: 2652.632324
	Iteration 5F: 3 clusters Score -165738.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -165903.296875 Penalty: 2652.632324
	Iteration 6Q: 3 clusters Score -165903.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -165991.390625 Penalty: 2652.632324
	Iteration 7Q: 3 clusters Score -165991.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -166043.250000 Penalty: 2652.632324
	Iteration 8Q: 3 clusters Score -166043.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -166073.765625 Penalty: 2652.632324
	Iteration 9Q: 3 clusters Score -166073.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -166095.593750 Penalty: 2652.632324
	Iteration 10Q: 3 clusters Score -166095.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -166133.156250 Penalty: 2652.632324
	Iteration 11Q: 3 clusters Score -166133.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -166160.796875 Penalty: 2652.632324
	Iteration 12Q: 3 clusters Score -166160.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -166183.578125 Penalty: 2652.632324
	Iteration 13Q: 3 clusters Score -166183.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -166201.359375 Penalty: 2652.632324
	Iteration 14Q: 3 clusters Score -166201.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -166217.859375 Penalty: 2652.632324
	Iteration 15Q: 3 clusters Score -166217.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -166228.578125 Penalty: 2652.632324
	Iteration 16Q: 3 clusters Score -166228.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -166237.359375 Penalty: 2652.632324
	Iteration 17Q: 3 clusters Score -166237.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -166243.390625 Penalty: 2652.632324
	Iteration 18Q: 3 clusters Score -166243.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -166250.218750 Penalty: 2652.632324
	Iteration 19Q: 3 clusters Score -166250.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -166260.234375 Penalty: 2652.632324
	Iteration 20F: 3 clusters Score -166260.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -166269.484375 Penalty: 2652.632324
	Iteration 21Q: 3 clusters Score -166269.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -166275.234375 Penalty: 2652.632324
	Iteration 22Q: 3 clusters Score -166275.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -166280.828125 Penalty: 2652.632324
	Iteration 23Q: 3 clusters Score -166280.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -166284.843750 Penalty: 2652.632324
	Iteration 24Q: 3 clusters Score -166284.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -166287.828125 Penalty: 2652.632324
	Iteration 25Q: 3 clusters Score -166287.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -166289.875000 Penalty: 2652.632324
	Iteration 26Q: 3 clusters Score -166289.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -166290.343750 Penalty: 2652.632324
	Iteration 27Q: 3 clusters Score -166290.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -166290.343750 Penalty: 2652.632324
	Iteration 28F: 3 clusters Score -166290.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Entering Unmasked Estep 
Score: -54262.953125 Penalty: 1155.222656
	Iteration 0F: 2 clusters Score -54262.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -52704.648438 Penalty: 2310.445312
	Iteration 0F: 3 clusters Score -52704.65 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -53141.929688 Penalty: 2310.445312
	Iteration 1F: 3 clusters Score -53141.93 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -53322.007812 Penalty: 2310.445312
	Iteration 2F: 3 clusters Score -53322.01 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -53447.777344 Penalty: 2310.445312
	Iteration 3F: 3 clusters Score -53447.78 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -53536.433594 Penalty: 2310.445312
	Iteration 4Q: 3 clusters Score -53536.43 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -53626.183594 Penalty: 2310.445312
	Iteration 5Q: 3 clusters Score -53626.18 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -53790.261719 Penalty: 2310.445312
	Iteration 6Q: 3 clusters Score -53790.26 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -53876.816406 Penalty: 2310.445312
	Iteration 7Q: 3 clusters Score -53876.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -53949.531250 Penalty: 2310.445312
	Iteration 8Q: 3 clusters Score -53949.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -54033.132812 Penalty: 2310.445312
	Iteration 9Q: 3 clusters Score -54033.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -54114.113281 Penalty: 2310.445312
	Iteration 10Q: 3 clusters Score -54114.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -54145.531250 Penalty: 2310.445312
	Iteration 11Q: 3 clusters Score -54145.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -54157.898438 Penalty: 2310.445312
	Iteration 12Q: 3 clusters Score -54157.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -54168.679688 Penalty: 2310.445312
	Iteration 13Q: 3 clusters Score -54168.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -54172.437500 Penalty: 2310.445312
	Iteration 14Q: 3 clusters Score -54172.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -54175.460938 Penalty: 2310.445312
	Iteration 15Q: 3 clusters Score -54175.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -54175.984375 Penalty: 2310.445312
	Iteration 16Q: 3 clusters Score -54175.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -54183.859375 Penalty: 2310.445312
	Iteration 17F: 3 clusters Score -54183.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -54197.281250 Penalty: 2310.445312
	Iteration 18Q: 3 clusters Score -54197.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -54200.636719 Penalty: 2310.445312
	Iteration 19Q: 3 clusters Score -54200.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -54202.917969 Penalty: 2310.445312
	Iteration 20F: 3 clusters Score -54202.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -54211.597656 Penalty: 2310.445312
	Iteration 21Q: 3 clusters Score -54211.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -54215.105469 Penalty: 2310.445312
	Iteration 22Q: 3 clusters Score -54215.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -54216.574219 Penalty: 2310.445312
	Iteration 23Q: 3 clusters Score -54216.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -54216.921875 Penalty: 2310.445312
	Iteration 24Q: 3 clusters Score -54216.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -54216.921875 Penalty: 2310.445312
	Iteration 25F: 3 clusters Score -54216.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Entering Unmasked Estep 
Score: -465757.968750 Penalty: 1496.436401
	Iteration 0F: 2 clusters Score -465758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -458655.093750 Penalty: 2992.872803
	Iteration 0F: 3 clusters Score -458655.1 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -460975.656250 Penalty: 2992.872803
	Iteration 1F: 3 clusters Score -460975.7 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -461237.093750 Penalty: 2992.872803
	Iteration 2F: 3 clusters Score -461237.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -461457.625000 Penalty: 2992.872803
	Iteration 3F: 3 clusters Score -461457.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -461640.000000 Penalty: 2992.872803
	Iteration 4Q: 3 clusters Score -461640 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -461782.218750 Penalty: 2992.872803
	Iteration 5Q: 3 clusters Score -461782.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -461913.093750 Penalty: 2992.872803
	Iteration 6Q: 3 clusters Score -461913.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -462069.906250 Penalty: 2992.872803
	Iteration 7Q: 3 clusters Score -462069.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -462314.906250 Penalty: 2992.872803
	Iteration 8Q: 3 clusters Score -462314.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -462610.312500 Penalty: 2992.872803
	Iteration 9Q: 3 clusters Score -462610.3 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -462994.125000 Penalty: 2992.872803
	Iteration 10Q: 3 clusters Score -462994.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -463418.187500 Penalty: 2992.872803
	Iteration 11F: 3 clusters Score -463418.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -463750.562500 Penalty: 2992.872803
	Iteration 12Q: 3 clusters Score -463750.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -463956.343750 Penalty: 2992.872803
	Iteration 13Q: 3 clusters Score -463956.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -464058.625000 Penalty: 2992.872803
	Iteration 14Q: 3 clusters Score -464058.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -464116.968750 Penalty: 2992.872803
	Iteration 15Q: 3 clusters Score -464117 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -464150.375000 Penalty: 2992.872803
	Iteration 16Q: 3 clusters Score -464150.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -464170.593750 Penalty: 2992.872803
	Iteration 17Q: 3 clusters Score -464170.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -464183.031250 Penalty: 2992.872803
	Iteration 18Q: 3 clusters Score -464183 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -464193.656250 Penalty: 2992.872803
	Iteration 19Q: 3 clusters Score -464193.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -464201.750000 Penalty: 2992.872803
	Iteration 20F: 3 clusters Score -464201.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -464206.656250 Penalty: 2992.872803
	Iteration 21Q: 3 clusters Score -464206.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -464211.437500 Penalty: 2992.872803
	Iteration 22Q: 3 clusters Score -464211.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -464215.375000 Penalty: 2992.872803
	Iteration 23Q: 3 clusters Score -464215.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -464220.906250 Penalty: 2992.872803
	Iteration 24Q: 3 clusters Score -464220.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -464226.437500 Penalty: 2992.872803
	Iteration 25Q: 3 clusters Score -464226.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -464231.500000 Penalty: 2992.872803
	Iteration 26Q: 3 clusters Score -464231.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -464235.656250 Penalty: 2992.872803
	Iteration 27Q: 3 clusters Score -464235.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -464238.937500 Penalty: 2992.872803
	Iteration 28Q: 3 clusters Score -464238.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -464241.125000 Penalty: 2992.872803
	Iteration 29Q: 3 clusters Score -464241.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -464244.468750 Penalty: 2992.872803
	Iteration 30Q: 3 clusters Score -464244.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -464248.187500 Penalty: 2992.872803
	Iteration 31Q: 3 clusters Score -464248.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -464251.000000 Penalty: 2992.872803
	Iteration 32Q: 3 clusters Score -464251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -464254.125000 Penalty: 2992.872803
	Iteration 33Q: 3 clusters Score -464254.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -464260.468750 Penalty: 2992.872803
	Iteration 34Q: 3 clusters Score -464260.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -464263.375000 Penalty: 2992.872803
	Iteration 35Q: 3 clusters Score -464263.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -464266.343750 Penalty: 2992.872803
	Iteration 36Q: 3 clusters Score -464266.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -464267.781250 Penalty: 2992.872803
	Iteration 37Q: 3 clusters Score -464267.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -464268.218750 Penalty: 2992.872803
	Iteration 38Q: 3 clusters Score -464268.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -464269.718750 Penalty: 2992.872803
	Iteration 39Q: 3 clusters Score -464269.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -464270.437500 Penalty: 2992.872803
	Iteration 40F: 3 clusters Score -464270.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -464272.031250 Penalty: 2992.872803
	Iteration 41Q: 3 clusters Score -464272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -464271.281250 Penalty: 2992.872803
	Iteration 42Q: 3 clusters Score -464271.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -464271.625000 Penalty: 2992.872803
	Iteration 43Q: 3 clusters Score -464271.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -464272.968750 Penalty: 2992.872803
	Iteration 44Q: 3 clusters Score -464273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -464273.187500 Penalty: 2992.872803
	Iteration 45Q: 3 clusters Score -464273.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -464273.343750 Penalty: 2992.872803
	Iteration 46Q: 3 clusters Score -464273.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -464274.375000 Penalty: 2992.872803
	Iteration 47Q: 3 clusters Score -464274.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -464274.468750 Penalty: 2992.872803
	Iteration 48Q: 3 clusters Score -464274.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -464275.218750 Penalty: 2992.872803
	Iteration 49Q: 3 clusters Score -464275.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -464275.093750 Penalty: 2992.872803
	Iteration 50Q: 3 clusters Score -464275.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -464274.656250 Penalty: 2992.872803
	Iteration 51Q: 3 clusters Score -464274.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -464274.656250 Penalty: 2992.872803
	Iteration 52F: 3 clusters Score -464274.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Entering Unmasked Estep 
Score: -109498.632812 Penalty: 1297.198120
	Iteration 0F: 2 clusters Score -109498.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -106828.679688 Penalty: 2594.396240
	Iteration 0F: 3 clusters Score -106828.7 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -107648.734375 Penalty: 2594.396240
	Iteration 1F: 3 clusters Score -107648.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -107899.570312 Penalty: 2594.396240
	Iteration 2F: 3 clusters Score -107899.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -108120.507812 Penalty: 2594.396240
	Iteration 3F: 3 clusters Score -108120.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -108338.015625 Penalty: 2594.396240
	Iteration 4F: 3 clusters Score -108338 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -108506.609375 Penalty: 2594.396240
	Iteration 5F: 3 clusters Score -108506.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -108605.320312 Penalty: 2594.396240
	Iteration 6Q: 3 clusters Score -108605.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -108647.921875 Penalty: 2594.396240
	Iteration 7Q: 3 clusters Score -108647.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -108693.367188 Penalty: 2594.396240
	Iteration 8Q: 3 clusters Score -108693.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -108723.796875 Penalty: 2594.396240
	Iteration 9Q: 3 clusters Score -108723.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -108739.984375 Penalty: 2594.396240
	Iteration 10Q: 3 clusters Score -108740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -108755.906250 Penalty: 2594.396240
	Iteration 11Q: 3 clusters Score -108755.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -108770.476562 Penalty: 2594.396240
	Iteration 12Q: 3 clusters Score -108770.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -108783.109375 Penalty: 2594.396240
	Iteration 13Q: 3 clusters Score -108783.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -108793.773438 Penalty: 2594.396240
	Iteration 14Q: 3 clusters Score -108793.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -108802.867188 Penalty: 2594.396240
	Iteration 15Q: 3 clusters Score -108802.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -108811.609375 Penalty: 2594.396240
	Iteration 16Q: 3 clusters Score -108811.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -108818.765625 Penalty: 2594.396240
	Iteration 17Q: 3 clusters Score -108818.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -108823.601562 Penalty: 2594.396240
	Iteration 18Q: 3 clusters Score -108823.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -108833.546875 Penalty: 2594.396240
	Iteration 19Q: 3 clusters Score -108833.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -108837.085938 Penalty: 2594.396240
	Iteration 20F: 3 clusters Score -108837.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -108838.953125 Penalty: 2594.396240
	Iteration 21Q: 3 clusters Score -108839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -108839.843750 Penalty: 2594.396240
	Iteration 22Q: 3 clusters Score -108839.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -108841.726562 Penalty: 2594.396240
	Iteration 23Q: 3 clusters Score -108841.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -108842.796875 Penalty: 2594.396240
	Iteration 24Q: 3 clusters Score -108842.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -108844.226562 Penalty: 2594.396240
	Iteration 25Q: 3 clusters Score -108844.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -108845.414062 Penalty: 2594.396240
	Iteration 26Q: 3 clusters Score -108845.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -108846.390625 Penalty: 2594.396240
	Iteration 27Q: 3 clusters Score -108846.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -108846.703125 Penalty: 2594.396240
	Iteration 28Q: 3 clusters Score -108846.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -108846.796875 Penalty: 2594.396240
	Iteration 29Q: 3 clusters Score -108846.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -108846.921875 Penalty: 2594.396240
	Iteration 30Q: 3 clusters Score -108846.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -108847.320312 Penalty: 2594.396240
	Iteration 31Q: 3 clusters Score -108847.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -108848.789062 Penalty: 2594.396240
	Iteration 32Q: 3 clusters Score -108848.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -108849.875000 Penalty: 2594.396240
	Iteration 33Q: 3 clusters Score -108849.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -108850.742188 Penalty: 2594.396240
	Iteration 34Q: 3 clusters Score -108850.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -108851.531250 Penalty: 2594.396240
	Iteration 35Q: 3 clusters Score -108851.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -108851.531250 Penalty: 2594.396240
	Iteration 36F: 3 clusters Score -108851.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Entering Unmasked Estep 
Score: -339555.031250 Penalty: 1438.975830
	Iteration 0F: 2 clusters Score -339555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -334253.968750 Penalty: 2877.951660
	Iteration 0F: 3 clusters Score -334254 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -335887.187500 Penalty: 2877.951660
	Iteration 1F: 3 clusters Score -335887.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -336183.031250 Penalty: 2877.951660
	Iteration 2F: 3 clusters Score -336183 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -336420.531250 Penalty: 2877.951660
	Iteration 3F: 3 clusters Score -336420.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -336616.406250 Penalty: 2877.951660
	Iteration 4F: 3 clusters Score -336616.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -336798.656250 Penalty: 2877.951660
	Iteration 5Q: 3 clusters Score -336798.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -337032.812500 Penalty: 2877.951660
	Iteration 6Q: 3 clusters Score -337032.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -337331.250000 Penalty: 2877.951660
	Iteration 7F: 3 clusters Score -337331.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -337666.218750 Penalty: 2877.951660
	Iteration 8F: 3 clusters Score -337666.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -338064.187500 Penalty: 2877.951660
	Iteration 9F: 3 clusters Score -338064.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -338470.750000 Penalty: 2877.951660
	Iteration 10F: 3 clusters Score -338470.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -338890.281250 Penalty: 2877.951660
	Iteration 11F: 3 clusters Score -338890.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -339125.750000 Penalty: 2877.951660
	Iteration 12Q: 3 clusters Score -339125.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -339210.843750 Penalty: 2877.951660
	Iteration 13Q: 3 clusters Score -339210.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -339243.468750 Penalty: 2877.951660
	Iteration 14Q: 3 clusters Score -339243.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -339258.718750 Penalty: 2877.951660
	Iteration 15Q: 3 clusters Score -339258.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -339265.125000 Penalty: 2877.951660
	Iteration 16Q: 3 clusters Score -339265.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -339271.750000 Penalty: 2877.951660
	Iteration 17Q: 3 clusters Score -339271.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -339281.562500 Penalty: 2877.951660
	Iteration 18Q: 3 clusters Score -339281.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -339288.781250 Penalty: 2877.951660
	Iteration 19Q: 3 clusters Score -339288.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -339290.406250 Penalty: 2877.951660
	Iteration 20F: 3 clusters Score -339290.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -339291.718750 Penalty: 2877.951660
	Iteration 21Q: 3 clusters Score -339291.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -339292.718750 Penalty: 2877.951660
	Iteration 22Q: 3 clusters Score -339292.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -339293.031250 Penalty: 2877.951660
	Iteration 23Q: 3 clusters Score -339293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -339293.000000 Penalty: 2877.951660
	Iteration 24Q: 3 clusters Score -339293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -339293.000000 Penalty: 2877.951660
	Iteration 25F: 3 clusters Score -339293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Entering Unmasked Estep 
Score: -85779.023438 Penalty: 1217.935181
	Iteration 0F: 2 clusters Score -85779.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -83829.859375 Penalty: 2435.870361
	Iteration 0F: 3 clusters Score -83829.86 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -84245.906250 Penalty: 2435.870361
	Iteration 1F: 3 clusters Score -84245.91 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -84367.023438 Penalty: 2435.870361
	Iteration 2F: 3 clusters Score -84367.02 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -84446.140625 Penalty: 2435.870361
	Iteration 3F: 3 clusters Score -84446.14 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -84516.492188 Penalty: 2435.870361
	Iteration 4Q: 3 clusters Score -84516.49 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -84590.226562 Penalty: 2435.870361
	Iteration 5Q: 3 clusters Score -84590.23 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -84645.765625 Penalty: 2435.870361
	Iteration 6Q: 3 clusters Score -84645.77 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -84688.109375 Penalty: 2435.870361
	Iteration 7Q: 3 clusters Score -84688.11 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -84736.914062 Penalty: 2435.870361
	Iteration 8Q: 3 clusters Score -84736.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -84786.609375 Penalty: 2435.870361
	Iteration 9Q: 3 clusters Score -84786.61 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -84827.257812 Penalty: 2435.870361
	Iteration 10Q: 3 clusters Score -84827.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -84845.335938 Penalty: 2435.870361
	Iteration 11Q: 3 clusters Score -84845.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -84860.898438 Penalty: 2435.870361
	Iteration 12Q: 3 clusters Score -84860.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -84870.101562 Penalty: 2435.870361
	Iteration 13Q: 3 clusters Score -84870.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -84879.695312 Penalty: 2435.870361
	Iteration 14Q: 3 clusters Score -84879.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -84885.414062 Penalty: 2435.870361
	Iteration 15Q: 3 clusters Score -84885.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -84892.382812 Penalty: 2435.870361
	Iteration 16Q: 3 clusters Score -84892.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -84898.710938 Penalty: 2435.870361
	Iteration 17Q: 3 clusters Score -84898.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -84907.281250 Penalty: 2435.870361
	Iteration 18Q: 3 clusters Score -84907.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -84911.242188 Penalty: 2435.870361
	Iteration 19Q: 3 clusters Score -84911.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -84914.398438 Penalty: 2435.870361
	Iteration 20F: 3 clusters Score -84914.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -84916.210938 Penalty: 2435.870361
	Iteration 21Q: 3 clusters Score -84916.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -84917.664062 Penalty: 2435.870361
	Iteration 22Q: 3 clusters Score -84917.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -84919.531250 Penalty: 2435.870361
	Iteration 23Q: 3 clusters Score -84919.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -84922.007812 Penalty: 2435.870361
	Iteration 24Q: 3 clusters Score -84922.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -84924.187500 Penalty: 2435.870361
	Iteration 25Q: 3 clusters Score -84924.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -84925.164062 Penalty: 2435.870361
	Iteration 26Q: 3 clusters Score -84925.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -84925.164062 Penalty: 2435.870361
	Iteration 27F: 3 clusters Score -84925.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (28633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Entering Unmasked Estep 
Score: -1580555.125000 Penalty: 1667.626099
	Iteration 0F: 2 clusters Score -1580555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1561346.250000 Penalty: 3335.252197
	Iteration 0F: 3 clusters Score -1561346 nChanged 12999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1568484.000000 Penalty: 3335.252197
	Iteration 1F: 3 clusters Score -1568484 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1568925.750000 Penalty: 3335.252197
	Iteration 2Q: 3 clusters Score -1568926 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1569456.875000 Penalty: 3335.252197
	Iteration 3Q: 3 clusters Score -1569457 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1570239.000000 Penalty: 3335.252197
	Iteration 4F: 3 clusters Score -1570239 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1571392.875000 Penalty: 3335.252197
	Iteration 5F: 3 clusters Score -1571393 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1573019.750000 Penalty: 3335.252197
	Iteration 6F: 3 clusters Score -1573020 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1574835.000000 Penalty: 3335.252197
	Iteration 7F: 3 clusters Score -1574835 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1576519.375000 Penalty: 3335.252197
	Iteration 8F: 3 clusters Score -1576519 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1577691.875000 Penalty: 3335.252197
	Iteration 9Q: 3 clusters Score -1577692 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1578245.250000 Penalty: 3335.252197
	Iteration 10Q: 3 clusters Score -1578245 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1578527.625000 Penalty: 3335.252197
	Iteration 11Q: 3 clusters Score -1578528 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1578710.500000 Penalty: 3335.252197
	Iteration 12Q: 3 clusters Score -1578710 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1578813.250000 Penalty: 3335.252197
	Iteration 13Q: 3 clusters Score -1578813 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1578891.875000 Penalty: 3335.252197
	Iteration 14Q: 3 clusters Score -1578892 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1578943.625000 Penalty: 3335.252197
	Iteration 15Q: 3 clusters Score -1578944 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1578993.000000 Penalty: 3335.252197
	Iteration 16Q: 3 clusters Score -1578993 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1579028.875000 Penalty: 3335.252197
	Iteration 17Q: 3 clusters Score -1579029 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1579062.125000 Penalty: 3335.252197
	Iteration 18Q: 3 clusters Score -1579062 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1579096.875000 Penalty: 3335.252197
	Iteration 19Q: 3 clusters Score -1579097 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1579115.750000 Penalty: 3335.252197
	Iteration 20F: 3 clusters Score -1579116 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1579131.750000 Penalty: 3335.252197
	Iteration 21Q: 3 clusters Score -1579132 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1579151.875000 Penalty: 3335.252197
	Iteration 22Q: 3 clusters Score -1579152 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1579162.750000 Penalty: 3335.252197
	Iteration 23Q: 3 clusters Score -1579163 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1579175.500000 Penalty: 3335.252197
	Iteration 24Q: 3 clusters Score -1579176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1579176.500000 Penalty: 3335.252197
	Iteration 25Q: 3 clusters Score -1579176 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1579187.375000 Penalty: 3335.252197
	Iteration 26Q: 3 clusters Score -1579187 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1579196.625000 Penalty: 3335.252197
	Iteration 27Q: 3 clusters Score -1579197 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1579206.500000 Penalty: 3335.252197
	Iteration 28Q: 3 clusters Score -1579206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1579219.000000 Penalty: 3335.252197
	Iteration 29Q: 3 clusters Score -1579219 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1579226.125000 Penalty: 3335.252197
	Iteration 30Q: 3 clusters Score -1579226 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1579239.875000 Penalty: 3335.252197
	Iteration 31Q: 3 clusters Score -1579240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1579241.500000 Penalty: 3335.252197
	Iteration 32Q: 3 clusters Score -1579242 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1579255.875000 Penalty: 3335.252197
	Iteration 33Q: 3 clusters Score -1579256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1579266.375000 Penalty: 3335.252197
	Iteration 34Q: 3 clusters Score -1579266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1579269.250000 Penalty: 3335.252197
	Iteration 35Q: 3 clusters Score -1579269 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1579276.625000 Penalty: 3335.252197
	Iteration 36Q: 3 clusters Score -1579277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1579285.000000 Penalty: 3335.252197
	Iteration 37Q: 3 clusters Score -1579285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1579292.375000 Penalty: 3335.252197
	Iteration 38Q: 3 clusters Score -1579292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1579294.875000 Penalty: 3335.252197
	Iteration 39Q: 3 clusters Score -1579295 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1579301.125000 Penalty: 3335.252197
	Iteration 40F: 3 clusters Score -1579301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1579307.750000 Penalty: 3335.252197
	Iteration 41Q: 3 clusters Score -1579308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1579311.375000 Penalty: 3335.252197
	Iteration 42Q: 3 clusters Score -1579311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1579315.375000 Penalty: 3335.252197
	Iteration 43Q: 3 clusters Score -1579315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1579315.250000 Penalty: 3335.252197
	Iteration 44Q: 3 clusters Score -1579315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1579322.125000 Penalty: 3335.252197
	Iteration 45Q: 3 clusters Score -1579322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1579322.375000 Penalty: 3335.252197
	Iteration 46Q: 3 clusters Score -1579322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1579323.875000 Penalty: 3335.252197
	Iteration 47Q: 3 clusters Score -1579324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1579324.375000 Penalty: 3335.252197
	Iteration 48Q: 3 clusters Score -1579324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1579322.250000 Penalty: 3335.252197
	Iteration 49Q: 3 clusters Score -1579322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1579323.750000 Penalty: 3335.252197
	Iteration 50Q: 3 clusters Score -1579324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1579326.500000 Penalty: 3335.252197
	Iteration 51Q: 3 clusters Score -1579326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1579330.125000 Penalty: 3335.252197
	Iteration 52Q: 3 clusters Score -1579330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1579327.625000 Penalty: 3335.252197
	Iteration 53Q: 3 clusters Score -1579328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1579323.875000 Penalty: 3335.252197
	Iteration 54Q: 3 clusters Score -1579324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1579327.625000 Penalty: 3335.252197
	Iteration 55Q: 3 clusters Score -1579328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1579330.750000 Penalty: 3335.252197
	Iteration 56Q: 3 clusters Score -1579331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1579330.625000 Penalty: 3335.252197
	Iteration 57Q: 3 clusters Score -1579331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1579332.875000 Penalty: 3335.252197
	Iteration 58Q: 3 clusters Score -1579333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1579334.875000 Penalty: 3335.252197
	Iteration 59Q: 3 clusters Score -1579335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1579336.625000 Penalty: 3335.252197
	Iteration 60F: 3 clusters Score -1579337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1579340.000000 Penalty: 3335.252197
	Iteration 61Q: 3 clusters Score -1579340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1579341.125000 Penalty: 3335.252197
	Iteration 62Q: 3 clusters Score -1579341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1579347.875000 Penalty: 3335.252197
	Iteration 63Q: 3 clusters Score -1579348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1579347.500000 Penalty: 3335.252197
	Iteration 64Q: 3 clusters Score -1579348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1579353.000000 Penalty: 3335.252197
	Iteration 65Q: 3 clusters Score -1579353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1579356.125000 Penalty: 3335.252197
	Iteration 66Q: 3 clusters Score -1579356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1579356.625000 Penalty: 3335.252197
	Iteration 67Q: 3 clusters Score -1579357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1579353.625000 Penalty: 3335.252197
	Iteration 68Q: 3 clusters Score -1579354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1579356.125000 Penalty: 3335.252197
	Iteration 69Q: 3 clusters Score -1579356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1579357.375000 Penalty: 3335.252197
	Iteration 70Q: 3 clusters Score -1579357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1579360.625000 Penalty: 3335.252197
	Iteration 71Q: 3 clusters Score -1579361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1579364.125000 Penalty: 3335.252197
	Iteration 72Q: 3 clusters Score -1579364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1579364.625000 Penalty: 3335.252197
	Iteration 73Q: 3 clusters Score -1579365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1579367.125000 Penalty: 3335.252197
	Iteration 74Q: 3 clusters Score -1579367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1579371.375000 Penalty: 3335.252197
	Iteration 75Q: 3 clusters Score -1579371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1579371.250000 Penalty: 3335.252197
	Iteration 76Q: 3 clusters Score -1579371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1579374.125000 Penalty: 3335.252197
	Iteration 77Q: 3 clusters Score -1579374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1579373.875000 Penalty: 3335.252197
	Iteration 78Q: 3 clusters Score -1579374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1579374.125000 Penalty: 3335.252197
	Iteration 79Q: 3 clusters Score -1579374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1579376.375000 Penalty: 3335.252197
	Iteration 80F: 3 clusters Score -1579376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1579374.000000 Penalty: 3335.252197
	Iteration 81Q: 3 clusters Score -1579374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1579374.750000 Penalty: 3335.252197
	Iteration 82Q: 3 clusters Score -1579375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1579377.000000 Penalty: 3335.252197
	Iteration 83Q: 3 clusters Score -1579377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1579375.125000 Penalty: 3335.252197
	Iteration 84Q: 3 clusters Score -1579375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1579374.250000 Penalty: 3335.252197
	Iteration 85Q: 3 clusters Score -1579374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1579376.250000 Penalty: 3335.252197
	Iteration 86Q: 3 clusters Score -1579376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1579379.625000 Penalty: 3335.252197
	Iteration 87Q: 3 clusters Score -1579380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1579377.750000 Penalty: 3335.252197
	Iteration 88Q: 3 clusters Score -1579378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1579376.250000 Penalty: 3335.252197
	Iteration 89Q: 3 clusters Score -1579376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1579379.875000 Penalty: 3335.252197
	Iteration 90Q: 3 clusters Score -1579380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1579380.250000 Penalty: 3335.252197
	Iteration 91Q: 3 clusters Score -1579380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1579377.000000 Penalty: 3335.252197
	Iteration 92Q: 3 clusters Score -1579377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1579378.250000 Penalty: 3335.252197
	Iteration 93Q: 3 clusters Score -1579378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1579379.750000 Penalty: 3335.252197
	Iteration 94Q: 3 clusters Score -1579380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1579380.250000 Penalty: 3335.252197
	Iteration 95Q: 3 clusters Score -1579380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1579380.000000 Penalty: 3335.252197
	Iteration 96Q: 3 clusters Score -1579380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1579381.500000 Penalty: 3335.252197
	Iteration 97Q: 3 clusters Score -1579382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1579380.750000 Penalty: 3335.252197
	Iteration 98Q: 3 clusters Score -1579381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1579380.250000 Penalty: 3335.252197
	Iteration 99Q: 3 clusters Score -1579380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1579380.250000 Penalty: 3335.252197
	Iteration 100F: 3 clusters Score -1579380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -43216.664062 Penalty: 1120.548462
	Iteration 0F: 2 clusters Score -43216.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -41788.875000 Penalty: 2241.096924
	Iteration 0F: 3 clusters Score -41788.88 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -42065.183594 Penalty: 2241.096924
	Iteration 1F: 3 clusters Score -42065.18 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -42176.593750 Penalty: 2241.096924
	Iteration 2F: 3 clusters Score -42176.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -42244.308594 Penalty: 2241.096924
	Iteration 3Q: 3 clusters Score -42244.31 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -42312.609375 Penalty: 2241.096924
	Iteration 4Q: 3 clusters Score -42312.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -42350.996094 Penalty: 2241.096924
	Iteration 5Q: 3 clusters Score -42351 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -42388.074219 Penalty: 2241.096924
	Iteration 6Q: 3 clusters Score -42388.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -42406.488281 Penalty: 2241.096924
	Iteration 7Q: 3 clusters Score -42406.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -42434.937500 Penalty: 2241.096924
	Iteration 8Q: 3 clusters Score -42434.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -42461.550781 Penalty: 2241.096924
	Iteration 9Q: 3 clusters Score -42461.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -42492.554688 Penalty: 2241.096924
	Iteration 10Q: 3 clusters Score -42492.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -42526.878906 Penalty: 2241.096924
	Iteration 11Q: 3 clusters Score -42526.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -42553.203125 Penalty: 2241.096924
	Iteration 12Q: 3 clusters Score -42553.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -42587.917969 Penalty: 2241.096924
	Iteration 13Q: 3 clusters Score -42587.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -42617.363281 Penalty: 2241.096924
	Iteration 14Q: 3 clusters Score -42617.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -42644.894531 Penalty: 2241.096924
	Iteration 15Q: 3 clusters Score -42644.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -42678.839844 Penalty: 2241.096924
	Iteration 16Q: 3 clusters Score -42678.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -42705.699219 Penalty: 2241.096924
	Iteration 17Q: 3 clusters Score -42705.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -42714.644531 Penalty: 2241.096924
	Iteration 18Q: 3 clusters Score -42714.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -42718.644531 Penalty: 2241.096924
	Iteration 19Q: 3 clusters Score -42718.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -42720.019531 Penalty: 2241.096924
	Iteration 20F: 3 clusters Score -42720.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -42720.265625 Penalty: 2241.096924
	Iteration 21Q: 3 clusters Score -42720.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -42721.480469 Penalty: 2241.096924
	Iteration 22Q: 3 clusters Score -42721.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -42721.480469 Penalty: 2241.096924
	Iteration 23F: 3 clusters Score -42721.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 253024 members 
Mstep: Class 2 contains 8234 members 
Mstep: Class 3 contains 77320 members 
Mstep: Class 4 contains 28497 members 
Mstep: Class 5 contains 91332 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 3332 members 
Mstep: Class 8 contains 14640 members 
Mstep: Class 9 contains 59091 members 
Mstep: Class 10 contains 14479 members 
Mstep: Class 11 contains 33910 members 
Mstep: Class 12 contains 9013 members 
Mstep: Class 13 contains 6822 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 15 contains 4419 members 
Mstep: Class 16 contains 9089 members 
Mstep: Class 17 contains 20169 members 
Mstep: Class 18 contains 12593 members 
Mstep: Class 19 contains 3505 members 
Mstep: Class 20 contains 1223 members 
Mstep: Class 21 contains 9985 members 
Mstep: Class 22 contains 2930 members 
Mstep: Class 23 contains 7011 members 
Mstep: Class 24 contains 1799 members 
Mstep: Class 25 contains 28633 members 
Mstep: Class 26 contains 988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35929844.000000 Penalty: 56928.328125
Iteration 239Q: 27 clusters Score -3.592984e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 251919 members 
Mstep: Class 2 contains 8228 members 
Mstep: Class 3 contains 77488 members 
Mstep: Class 4 contains 28498 members 
Mstep: Class 5 contains 91390 members 
Mstep: Class 6 contains 7772 members 
Mstep: Class 7 contains 3332 members 
Mstep: Class 8 contains 14642 members 
Mstep: Class 9 contains 59086 members 
Mstep: Class 10 contains 14480 members 
Mstep: Class 11 contains 33927 members 
Mstep: Class 12 contains 8989 members 
Mstep: Class 13 contains 6823 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 4420 members 
Mstep: Class 16 contains 9089 members 
Mstep: Class 17 contains 20522 members 
Mstep: Class 18 contains 12666 members 
Mstep: Class 19 contains 3499 members 
Mstep: Class 20 contains 1223 members 
Mstep: Class 21 contains 9981 members 
Mstep: Class 22 contains 2928 members 
Mstep: Class 23 contains 7030 members 
Mstep: Class 24 contains 1803 members 
Mstep: Class 25 contains 29076 members 
Mstep: Class 26 contains 988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35929896.000000 Penalty: 56928.328125
Iteration 240F: 27 clusters Score -3.59299e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 250840 members 
Mstep: Class 2 contains 8225 members 
Mstep: Class 3 contains 77671 members 
Mstep: Class 4 contains 28498 members 
Mstep: Class 5 contains 91434 members 
Mstep: Class 6 contains 7790 members 
Mstep: Class 7 contains 3332 members 
Mstep: Class 8 contains 14628 members 
Mstep: Class 9 contains 59080 members 
Mstep: Class 10 contains 14480 members 
Mstep: Class 11 contains 33949 members 
Mstep: Class 12 contains 8961 members 
Mstep: Class 13 contains 6826 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 4421 members 
Mstep: Class 16 contains 9089 members 
Mstep: Class 17 contains 20889 members 
Mstep: Class 18 contains 12741 members 
Mstep: Class 19 contains 3493 members 
Mstep: Class 20 contains 1223 members 
Mstep: Class 21 contains 9983 members 
Mstep: Class 22 contains 2923 members 
Mstep: Class 23 contains 7047 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 29487 members 
Mstep: Class 26 contains 988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35930016.000000 Penalty: 56928.328125
Iteration 241Q: 27 clusters Score -3.593002e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 249750 members 
Mstep: Class 2 contains 8221 members 
Mstep: Class 3 contains 77844 members 
Mstep: Class 4 contains 28496 members 
Mstep: Class 5 contains 91462 members 
Mstep: Class 6 contains 7805 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14620 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14480 members 
Mstep: Class 11 contains 33968 members 
Mstep: Class 12 contains 8944 members 
Mstep: Class 13 contains 6827 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 4420 members 
Mstep: Class 16 contains 9089 members 
Mstep: Class 17 contains 21296 members 
Mstep: Class 18 contains 12825 members 
Mstep: Class 19 contains 3480 members 
Mstep: Class 20 contains 1224 members 
Mstep: Class 21 contains 9982 members 
Mstep: Class 22 contains 2919 members 
Mstep: Class 23 contains 7069 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 29882 members 
Mstep: Class 26 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35930020.000000 Penalty: 56928.328125
Iteration 242Q: 27 clusters Score -3.593002e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 248691 members 
Mstep: Class 2 contains 8221 members 
Mstep: Class 3 contains 78036 members 
Mstep: Class 4 contains 28494 members 
Mstep: Class 5 contains 91488 members 
Mstep: Class 6 contains 7827 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14601 members 
Mstep: Class 9 contains 59076 members 
Mstep: Class 10 contains 14480 members 
Mstep: Class 11 contains 33975 members 
Mstep: Class 12 contains 8939 members 
Mstep: Class 13 contains 6829 members 
Mstep: Class 14 contains 998 members 
Mstep: Class 15 contains 4418 members 
Mstep: Class 16 contains 9090 members 
Mstep: Class 17 contains 21691 members 
Mstep: Class 18 contains 12886 members 
Mstep: Class 19 contains 3464 members 
Mstep: Class 20 contains 1224 members 
Mstep: Class 21 contains 9980 members 
Mstep: Class 22 contains 2917 members 
Mstep: Class 23 contains 7089 members 
Mstep: Class 24 contains 1805 members 
Mstep: Class 25 contains 30267 members 
Mstep: Class 26 contains 988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35930208.000000 Penalty: 56928.328125
Iteration 243Q: 27 clusters Score -3.593021e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 247588 members 
Mstep: Class 2 contains 8223 members 
Mstep: Class 3 contains 78239 members 
Mstep: Class 4 contains 28494 members 
Mstep: Class 5 contains 91519 members 
Mstep: Class 6 contains 7836 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14594 members 
Mstep: Class 9 contains 59080 members 
Mstep: Class 10 contains 14484 members 
Mstep: Class 11 contains 34009 members 
Mstep: Class 12 contains 8921 members 
Mstep: Class 13 contains 6830 members 
Mstep: Class 14 contains 997 members 
Mstep: Class 15 contains 4413 members 
Mstep: Class 16 contains 9090 members 
Mstep: Class 17 contains 22088 members 
Mstep: Class 18 contains 12949 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 1224 members 
Mstep: Class 21 contains 9977 members 
Mstep: Class 22 contains 2916 members 
Mstep: Class 23 contains 7115 members 
Mstep: Class 24 contains 1805 members 
Mstep: Class 25 contains 30651 members 
Mstep: Class 26 contains 988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35930468.000000 Penalty: 56928.328125
Iteration 244Q: 27 clusters Score -3.593047e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 246519 members 
Mstep: Class 2 contains 8228 members 
Mstep: Class 3 contains 78428 members 
Mstep: Class 4 contains 28494 members 
Mstep: Class 5 contains 91553 members 
Mstep: Class 6 contains 7848 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14589 members 
Mstep: Class 9 contains 59084 members 
Mstep: Class 10 contains 14486 members 
Mstep: Class 11 contains 34011 members 
Mstep: Class 12 contains 8901 members 
Mstep: Class 13 contains 6831 members 
Mstep: Class 14 contains 993 members 
Mstep: Class 15 contains 4414 members 
Mstep: Class 16 contains 9090 members 
Mstep: Class 17 contains 22461 members 
Mstep: Class 18 contains 13020 members 
Mstep: Class 19 contains 3424 members 
Mstep: Class 20 contains 1224 members 
Mstep: Class 21 contains 9975 members 
Mstep: Class 22 contains 2915 members 
Mstep: Class 23 contains 7149 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 31045 members 
Mstep: Class 26 contains 988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35930392.000000 Penalty: 56928.328125
Iteration 245Q: 27 clusters Score -3.593039e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 245474 members 
Mstep: Class 2 contains 8232 members 
Mstep: Class 3 contains 78638 members 
Mstep: Class 4 contains 28494 members 
Mstep: Class 5 contains 91583 members 
Mstep: Class 6 contains 7857 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14589 members 
Mstep: Class 9 contains 59086 members 
Mstep: Class 10 contains 14488 members 
Mstep: Class 11 contains 34018 members 
Mstep: Class 12 contains 8888 members 
Mstep: Class 13 contains 6831 members 
Mstep: Class 14 contains 992 members 
Mstep: Class 15 contains 4412 members 
Mstep: Class 16 contains 9090 members 
Mstep: Class 17 contains 22831 members 
Mstep: Class 18 contains 13063 members 
Mstep: Class 19 contains 3396 members 
Mstep: Class 20 contains 1224 members 
Mstep: Class 21 contains 9972 members 
Mstep: Class 22 contains 2915 members 
Mstep: Class 23 contains 7189 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 31420 members 
Mstep: Class 26 contains 988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35930388.000000 Penalty: 56928.328125
Iteration 246Q: 27 clusters Score -3.593039e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 244469 members 
Mstep: Class 2 contains 8232 members 
Mstep: Class 3 contains 78820 members 
Mstep: Class 4 contains 28494 members 
Mstep: Class 5 contains 91625 members 
Mstep: Class 6 contains 7863 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14583 members 
Mstep: Class 9 contains 59085 members 
Mstep: Class 10 contains 14490 members 
Mstep: Class 11 contains 34020 members 
Mstep: Class 12 contains 8866 members 
Mstep: Class 13 contains 6832 members 
Mstep: Class 14 contains 992 members 
Mstep: Class 15 contains 4413 members 
Mstep: Class 16 contains 9090 members 
Mstep: Class 17 contains 23191 members 
Mstep: Class 18 contains 13117 members 
Mstep: Class 19 contains 3375 members 
Mstep: Class 20 contains 1224 members 
Mstep: Class 21 contains 9971 members 
Mstep: Class 22 contains 2912 members 
Mstep: Class 23 contains 7231 members 
Mstep: Class 24 contains 1805 members 
Mstep: Class 25 contains 31786 members 
Mstep: Class 26 contains 988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35930268.000000 Penalty: 56928.328125
Iteration 247Q: 27 clusters Score -3.593027e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 243475 members 
Mstep: Class 2 contains 8234 members 
Mstep: Class 3 contains 79016 members 
Mstep: Class 4 contains 28494 members 
Mstep: Class 5 contains 91615 members 
Mstep: Class 6 contains 7874 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14569 members 
Mstep: Class 9 contains 59085 members 
Mstep: Class 10 contains 14491 members 
Mstep: Class 11 contains 34001 members 
Mstep: Class 12 contains 8851 members 
Mstep: Class 13 contains 6834 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 15 contains 4412 members 
Mstep: Class 16 contains 9090 members 
Mstep: Class 17 contains 23607 members 
Mstep: Class 18 contains 13165 members 
Mstep: Class 19 contains 3349 members 
Mstep: Class 20 contains 1224 members 
Mstep: Class 21 contains 9972 members 
Mstep: Class 22 contains 2911 members 
Mstep: Class 23 contains 7285 members 
Mstep: Class 24 contains 1805 members 
Mstep: Class 25 contains 32137 members 
Mstep: Class 26 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35930472.000000 Penalty: 56928.328125
Iteration 248Q: 27 clusters Score -3.593047e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 242489 members 
Mstep: Class 2 contains 8231 members 
Mstep: Class 3 contains 79234 members 
Mstep: Class 4 contains 28495 members 
Mstep: Class 5 contains 91602 members 
Mstep: Class 6 contains 7888 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14546 members 
Mstep: Class 9 contains 59083 members 
Mstep: Class 10 contains 14489 members 
Mstep: Class 11 contains 33979 members 
Mstep: Class 12 contains 8837 members 
Mstep: Class 13 contains 6836 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 4412 members 
Mstep: Class 16 contains 9090 members 
Mstep: Class 17 contains 24038 members 
Mstep: Class 18 contains 13220 members 
Mstep: Class 19 contains 3323 members 
Mstep: Class 20 contains 1225 members 
Mstep: Class 21 contains 9973 members 
Mstep: Class 22 contains 2908 members 
Mstep: Class 23 contains 7335 members 
Mstep: Class 24 contains 1804 members 
Mstep: Class 25 contains 32463 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35930512.000000 Penalty: 56928.328125
Iteration 249Q: 27 clusters Score -3.593051e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 241501 members 
Mstep: Class 2 contains 8229 members 
Mstep: Class 3 contains 79430 members 
Mstep: Class 4 contains 28493 members 
Mstep: Class 5 contains 91598 members 
Mstep: Class 6 contains 7897 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14527 members 
Mstep: Class 9 contains 59081 members 
Mstep: Class 10 contains 14491 members 
Mstep: Class 11 contains 33973 members 
Mstep: Class 12 contains 8822 members 
Mstep: Class 13 contains 6837 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 4413 members 
Mstep: Class 16 contains 9090 members 
Mstep: Class 17 contains 24457 members 
Mstep: Class 18 contains 13265 members 
Mstep: Class 19 contains 3301 members 
Mstep: Class 20 contains 1226 members 
Mstep: Class 21 contains 9974 members 
Mstep: Class 22 contains 2905 members 
Mstep: Class 23 contains 7376 members 
Mstep: Class 24 contains 1806 members 
Mstep: Class 25 contains 32808 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35930812.000000 Penalty: 56928.328125
Iteration 250Q: 27 clusters Score -3.593081e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 240522 members 
Mstep: Class 2 contains 8231 members 
Mstep: Class 3 contains 79596 members 
Mstep: Class 4 contains 28492 members 
Mstep: Class 5 contains 91607 members 
Mstep: Class 6 contains 7906 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14513 members 
Mstep: Class 9 contains 59081 members 
Mstep: Class 10 contains 14490 members 
Mstep: Class 11 contains 33974 members 
Mstep: Class 12 contains 8810 members 
Mstep: Class 13 contains 6837 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 4412 members 
Mstep: Class 16 contains 9091 members 
Mstep: Class 17 contains 24873 members 
Mstep: Class 18 contains 13300 members 
Mstep: Class 19 contains 3284 members 
Mstep: Class 20 contains 1227 members 
Mstep: Class 21 contains 9971 members 
Mstep: Class 22 contains 2904 members 
Mstep: Class 23 contains 7404 members 
Mstep: Class 24 contains 1809 members 
Mstep: Class 25 contains 33167 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35931000.000000 Penalty: 56928.328125
Iteration 251Q: 27 clusters Score -3.5931e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 239595 members 
Mstep: Class 2 contains 8230 members 
Mstep: Class 3 contains 79750 members 
Mstep: Class 4 contains 28491 members 
Mstep: Class 5 contains 91615 members 
Mstep: Class 6 contains 7914 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14502 members 
Mstep: Class 9 contains 59082 members 
Mstep: Class 10 contains 14490 members 
Mstep: Class 11 contains 33976 members 
Mstep: Class 12 contains 8793 members 
Mstep: Class 13 contains 6837 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 4413 members 
Mstep: Class 16 contains 9092 members 
Mstep: Class 17 contains 25280 members 
Mstep: Class 18 contains 13342 members 
Mstep: Class 19 contains 3266 members 
Mstep: Class 20 contains 1230 members 
Mstep: Class 21 contains 9972 members 
Mstep: Class 22 contains 2902 members 
Mstep: Class 23 contains 7433 members 
Mstep: Class 24 contains 1809 members 
Mstep: Class 25 contains 33488 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35931008.000000 Penalty: 56928.328125
Iteration 252Q: 27 clusters Score -3.593101e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 238664 members 
Mstep: Class 2 contains 8232 members 
Mstep: Class 3 contains 79911 members 
Mstep: Class 4 contains 28488 members 
Mstep: Class 5 contains 91615 members 
Mstep: Class 6 contains 7920 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14500 members 
Mstep: Class 9 contains 59081 members 
Mstep: Class 10 contains 14491 members 
Mstep: Class 11 contains 33977 members 
Mstep: Class 12 contains 8779 members 
Mstep: Class 13 contains 6837 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 15 contains 4411 members 
Mstep: Class 16 contains 9095 members 
Mstep: Class 17 contains 25694 members 
Mstep: Class 18 contains 13396 members 
Mstep: Class 19 contains 3249 members 
Mstep: Class 20 contains 1232 members 
Mstep: Class 21 contains 9975 members 
Mstep: Class 22 contains 2903 members 
Mstep: Class 23 contains 7455 members 
Mstep: Class 24 contains 1809 members 
Mstep: Class 25 contains 33789 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35931076.000000 Penalty: 56928.328125
Iteration 253Q: 27 clusters Score -3.593108e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 237753 members 
Mstep: Class 2 contains 8234 members 
Mstep: Class 3 contains 80054 members 
Mstep: Class 4 contains 28485 members 
Mstep: Class 5 contains 91621 members 
Mstep: Class 6 contains 7930 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14494 members 
Mstep: Class 9 contains 59080 members 
Mstep: Class 10 contains 14491 members 
Mstep: Class 11 contains 33979 members 
Mstep: Class 12 contains 8768 members 
Mstep: Class 13 contains 6836 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 15 contains 4412 members 
Mstep: Class 16 contains 9098 members 
Mstep: Class 17 contains 26082 members 
Mstep: Class 18 contains 13451 members 
Mstep: Class 19 contains 3232 members 
Mstep: Class 20 contains 1233 members 
Mstep: Class 21 contains 9976 members 
Mstep: Class 22 contains 2906 members 
Mstep: Class 23 contains 7482 members 
Mstep: Class 24 contains 1810 members 
Mstep: Class 25 contains 34097 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35931100.000000 Penalty: 56928.328125
Iteration 254Q: 27 clusters Score -3.59311e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 236916 members 
Mstep: Class 2 contains 8232 members 
Mstep: Class 3 contains 80212 members 
Mstep: Class 4 contains 28483 members 
Mstep: Class 5 contains 91631 members 
Mstep: Class 6 contains 7939 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14490 members 
Mstep: Class 9 contains 59074 members 
Mstep: Class 10 contains 14491 members 
Mstep: Class 11 contains 33982 members 
Mstep: Class 12 contains 8761 members 
Mstep: Class 13 contains 6838 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 4412 members 
Mstep: Class 16 contains 9101 members 
Mstep: Class 17 contains 26423 members 
Mstep: Class 18 contains 13495 members 
Mstep: Class 19 contains 3220 members 
Mstep: Class 20 contains 1234 members 
Mstep: Class 21 contains 9976 members 
Mstep: Class 22 contains 2907 members 
Mstep: Class 23 contains 7505 members 
Mstep: Class 24 contains 1811 members 
Mstep: Class 25 contains 34372 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35931176.000000 Penalty: 56928.328125
Iteration 255Q: 27 clusters Score -3.593118e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 236121 members 
Mstep: Class 2 contains 8231 members 
Mstep: Class 3 contains 80357 members 
Mstep: Class 4 contains 28479 members 
Mstep: Class 5 contains 91647 members 
Mstep: Class 6 contains 7947 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14502 members 
Mstep: Class 9 contains 59072 members 
Mstep: Class 10 contains 14491 members 
Mstep: Class 11 contains 33988 members 
Mstep: Class 12 contains 8747 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 4413 members 
Mstep: Class 16 contains 9106 members 
Mstep: Class 17 contains 26713 members 
Mstep: Class 18 contains 13551 members 
Mstep: Class 19 contains 3210 members 
Mstep: Class 20 contains 1234 members 
Mstep: Class 21 contains 9976 members 
Mstep: Class 22 contains 2909 members 
Mstep: Class 23 contains 7530 members 
Mstep: Class 24 contains 1811 members 
Mstep: Class 25 contains 34632 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35931184.000000 Penalty: 56928.328125
Iteration 256Q: 27 clusters Score -3.593118e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 235369 members 
Mstep: Class 2 contains 8227 members 
Mstep: Class 3 contains 80493 members 
Mstep: Class 4 contains 28476 members 
Mstep: Class 5 contains 91663 members 
Mstep: Class 6 contains 7958 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14521 members 
Mstep: Class 9 contains 59072 members 
Mstep: Class 10 contains 14492 members 
Mstep: Class 11 contains 33985 members 
Mstep: Class 12 contains 8742 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 982 members 
Mstep: Class 15 contains 4412 members 
Mstep: Class 16 contains 9109 members 
Mstep: Class 17 contains 26974 members 
Mstep: Class 18 contains 13598 members 
Mstep: Class 19 contains 3200 members 
Mstep: Class 20 contains 1234 members 
Mstep: Class 21 contains 9978 members 
Mstep: Class 22 contains 2913 members 
Mstep: Class 23 contains 7556 members 
Mstep: Class 24 contains 1811 members 
Mstep: Class 25 contains 34884 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35931300.000000 Penalty: 56928.328125
Iteration 257Q: 27 clusters Score -3.59313e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 234623 members 
Mstep: Class 2 contains 8222 members 
Mstep: Class 3 contains 80622 members 
Mstep: Class 4 contains 28475 members 
Mstep: Class 5 contains 91689 members 
Mstep: Class 6 contains 7970 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14530 members 
Mstep: Class 9 contains 59071 members 
Mstep: Class 10 contains 14493 members 
Mstep: Class 11 contains 33995 members 
Mstep: Class 12 contains 8731 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 4412 members 
Mstep: Class 16 contains 9114 members 
Mstep: Class 17 contains 27229 members 
Mstep: Class 18 contains 13644 members 
Mstep: Class 19 contains 3192 members 
Mstep: Class 20 contains 1235 members 
Mstep: Class 21 contains 9975 members 
Mstep: Class 22 contains 2915 members 
Mstep: Class 23 contains 7571 members 
Mstep: Class 24 contains 1811 members 
Mstep: Class 25 contains 35149 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35931416.000000 Penalty: 56928.328125
Iteration 258Q: 27 clusters Score -3.593142e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 233853 members 
Mstep: Class 2 contains 8218 members 
Mstep: Class 3 contains 80733 members 
Mstep: Class 4 contains 28470 members 
Mstep: Class 5 contains 91728 members 
Mstep: Class 6 contains 7980 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14539 members 
Mstep: Class 9 contains 59072 members 
Mstep: Class 10 contains 14493 members 
Mstep: Class 11 contains 33985 members 
Mstep: Class 12 contains 8721 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 4412 members 
Mstep: Class 16 contains 9118 members 
Mstep: Class 17 contains 27504 members 
Mstep: Class 18 contains 13698 members 
Mstep: Class 19 contains 3184 members 
Mstep: Class 20 contains 1235 members 
Mstep: Class 21 contains 9976 members 
Mstep: Class 22 contains 2917 members 
Mstep: Class 23 contains 7593 members 
Mstep: Class 24 contains 1812 members 
Mstep: Class 25 contains 35428 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35931484.000000 Penalty: 56928.328125
Iteration 259Q: 27 clusters Score -3.593148e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 233119 members 
Mstep: Class 2 contains 8213 members 
Mstep: Class 3 contains 80829 members 
Mstep: Class 4 contains 28470 members 
Mstep: Class 5 contains 91758 members 
Mstep: Class 6 contains 7992 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14548 members 
Mstep: Class 9 contains 59073 members 
Mstep: Class 10 contains 14496 members 
Mstep: Class 11 contains 33980 members 
Mstep: Class 12 contains 8713 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4410 members 
Mstep: Class 16 contains 9118 members 
Mstep: Class 17 contains 27753 members 
Mstep: Class 18 contains 13767 members 
Mstep: Class 19 contains 3174 members 
Mstep: Class 20 contains 1235 members 
Mstep: Class 21 contains 9974 members 
Mstep: Class 22 contains 2919 members 
Mstep: Class 23 contains 7616 members 
Mstep: Class 24 contains 1815 members 
Mstep: Class 25 contains 35698 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35931560.000000 Penalty: 56928.328125
Iteration 260F: 27 clusters Score -3.593156e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 232419 members 
Mstep: Class 2 contains 8211 members 
Mstep: Class 3 contains 80918 members 
Mstep: Class 4 contains 28470 members 
Mstep: Class 5 contains 91785 members 
Mstep: Class 6 contains 8005 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14557 members 
Mstep: Class 9 contains 59074 members 
Mstep: Class 10 contains 14495 members 
Mstep: Class 11 contains 33994 members 
Mstep: Class 12 contains 8713 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9118 members 
Mstep: Class 17 contains 28010 members 
Mstep: Class 18 contains 13827 members 
Mstep: Class 19 contains 3157 members 
Mstep: Class 20 contains 1235 members 
Mstep: Class 21 contains 9974 members 
Mstep: Class 22 contains 2918 members 
Mstep: Class 23 contains 7646 members 
Mstep: Class 24 contains 1816 members 
Mstep: Class 25 contains 35924 members 
Mstep: Class 26 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35931568.000000 Penalty: 56928.328125
Iteration 261Q: 27 clusters Score -3.593157e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 231715 members 
Mstep: Class 2 contains 8206 members 
Mstep: Class 3 contains 81004 members 
Mstep: Class 4 contains 28471 members 
Mstep: Class 5 contains 91808 members 
Mstep: Class 6 contains 8008 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14565 members 
Mstep: Class 9 contains 59074 members 
Mstep: Class 10 contains 14492 members 
Mstep: Class 11 contains 33999 members 
Mstep: Class 12 contains 8713 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 4408 members 
Mstep: Class 16 contains 9118 members 
Mstep: Class 17 contains 28284 members 
Mstep: Class 18 contains 13870 members 
Mstep: Class 19 contains 3138 members 
Mstep: Class 20 contains 1234 members 
Mstep: Class 21 contains 9976 members 
Mstep: Class 22 contains 2915 members 
Mstep: Class 23 contains 7673 members 
Mstep: Class 24 contains 1818 members 
Mstep: Class 25 contains 36185 members 
Mstep: Class 26 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35931668.000000 Penalty: 56928.328125
Iteration 262Q: 27 clusters Score -3.593167e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 231043 members 
Mstep: Class 2 contains 8203 members 
Mstep: Class 3 contains 81103 members 
Mstep: Class 4 contains 28472 members 
Mstep: Class 5 contains 91829 members 
Mstep: Class 6 contains 8016 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14577 members 
Mstep: Class 9 contains 59074 members 
Mstep: Class 10 contains 14489 members 
Mstep: Class 11 contains 34008 members 
Mstep: Class 12 contains 8711 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4408 members 
Mstep: Class 16 contains 9118 members 
Mstep: Class 17 contains 28539 members 
Mstep: Class 18 contains 13916 members 
Mstep: Class 19 contains 3119 members 
Mstep: Class 20 contains 1235 members 
Mstep: Class 21 contains 9974 members 
Mstep: Class 22 contains 2912 members 
Mstep: Class 23 contains 7696 members 
Mstep: Class 24 contains 1822 members 
Mstep: Class 25 contains 36411 members 
Mstep: Class 26 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35931584.000000 Penalty: 56928.328125
Iteration 263Q: 27 clusters Score -3.593158e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 230385 members 
Mstep: Class 2 contains 8201 members 
Mstep: Class 3 contains 81211 members 
Mstep: Class 4 contains 28471 members 
Mstep: Class 5 contains 91839 members 
Mstep: Class 6 contains 8021 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14597 members 
Mstep: Class 9 contains 59073 members 
Mstep: Class 10 contains 14488 members 
Mstep: Class 11 contains 34012 members 
Mstep: Class 12 contains 8709 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4408 members 
Mstep: Class 16 contains 9119 members 
Mstep: Class 17 contains 28826 members 
Mstep: Class 18 contains 13947 members 
Mstep: Class 19 contains 3107 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 9974 members 
Mstep: Class 22 contains 2913 members 
Mstep: Class 23 contains 7719 members 
Mstep: Class 24 contains 1825 members 
Mstep: Class 25 contains 36594 members 
Mstep: Class 26 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35931704.000000 Penalty: 56928.328125
Iteration 264Q: 27 clusters Score -3.59317e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 229696 members 
Mstep: Class 2 contains 8201 members 
Mstep: Class 3 contains 81317 members 
Mstep: Class 4 contains 28471 members 
Mstep: Class 5 contains 91858 members 
Mstep: Class 6 contains 8025 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14616 members 
Mstep: Class 9 contains 59072 members 
Mstep: Class 10 contains 14487 members 
Mstep: Class 11 contains 34007 members 
Mstep: Class 12 contains 8706 members 
Mstep: Class 13 contains 6838 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4408 members 
Mstep: Class 16 contains 9119 members 
Mstep: Class 17 contains 29141 members 
Mstep: Class 18 contains 13988 members 
Mstep: Class 19 contains 3093 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 9974 members 
Mstep: Class 22 contains 2913 members 
Mstep: Class 23 contains 7741 members 
Mstep: Class 24 contains 1826 members 
Mstep: Class 25 contains 36780 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35931932.000000 Penalty: 56928.328125
Iteration 265Q: 27 clusters Score -3.593193e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 229026 members 
Mstep: Class 2 contains 8198 members 
Mstep: Class 3 contains 81439 members 
Mstep: Class 4 contains 28471 members 
Mstep: Class 5 contains 91862 members 
Mstep: Class 6 contains 8032 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14632 members 
Mstep: Class 9 contains 59069 members 
Mstep: Class 10 contains 14485 members 
Mstep: Class 11 contains 34010 members 
Mstep: Class 12 contains 8706 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4408 members 
Mstep: Class 16 contains 9119 members 
Mstep: Class 17 contains 29461 members 
Mstep: Class 18 contains 14037 members 
Mstep: Class 19 contains 3077 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 9970 members 
Mstep: Class 22 contains 2911 members 
Mstep: Class 23 contains 7770 members 
Mstep: Class 24 contains 1829 members 
Mstep: Class 25 contains 36926 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932032.000000 Penalty: 56928.328125
Iteration 266Q: 27 clusters Score -3.593203e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 228362 members 
Mstep: Class 2 contains 8192 members 
Mstep: Class 3 contains 81544 members 
Mstep: Class 4 contains 28472 members 
Mstep: Class 5 contains 91860 members 
Mstep: Class 6 contains 8040 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14645 members 
Mstep: Class 9 contains 59069 members 
Mstep: Class 10 contains 14483 members 
Mstep: Class 11 contains 34024 members 
Mstep: Class 12 contains 8703 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4408 members 
Mstep: Class 16 contains 9119 members 
Mstep: Class 17 contains 29798 members 
Mstep: Class 18 contains 14076 members 
Mstep: Class 19 contains 3061 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 9968 members 
Mstep: Class 22 contains 2907 members 
Mstep: Class 23 contains 7798 members 
Mstep: Class 24 contains 1832 members 
Mstep: Class 25 contains 37077 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932132.000000 Penalty: 56928.328125
Iteration 267Q: 27 clusters Score -3.593213e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 227728 members 
Mstep: Class 2 contains 8190 members 
Mstep: Class 3 contains 81667 members 
Mstep: Class 4 contains 28472 members 
Mstep: Class 5 contains 91872 members 
Mstep: Class 6 contains 8053 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14650 members 
Mstep: Class 9 contains 59068 members 
Mstep: Class 10 contains 14483 members 
Mstep: Class 11 contains 34022 members 
Mstep: Class 12 contains 8706 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9119 members 
Mstep: Class 17 contains 30088 members 
Mstep: Class 18 contains 14106 members 
Mstep: Class 19 contains 3047 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 9967 members 
Mstep: Class 22 contains 2904 members 
Mstep: Class 23 contains 7818 members 
Mstep: Class 24 contains 1837 members 
Mstep: Class 25 contains 37234 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932112.000000 Penalty: 56928.328125
Iteration 268Q: 27 clusters Score -3.593211e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 227119 members 
Mstep: Class 2 contains 8189 members 
Mstep: Class 3 contains 81776 members 
Mstep: Class 4 contains 28472 members 
Mstep: Class 5 contains 91890 members 
Mstep: Class 6 contains 8063 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14662 members 
Mstep: Class 9 contains 59068 members 
Mstep: Class 10 contains 14484 members 
Mstep: Class 11 contains 34022 members 
Mstep: Class 12 contains 8707 members 
Mstep: Class 13 contains 6838 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 4410 members 
Mstep: Class 16 contains 9119 members 
Mstep: Class 17 contains 30343 members 
Mstep: Class 18 contains 14151 members 
Mstep: Class 19 contains 3032 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 9967 members 
Mstep: Class 22 contains 2902 members 
Mstep: Class 23 contains 7847 members 
Mstep: Class 24 contains 1839 members 
Mstep: Class 25 contains 37378 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932204.000000 Penalty: 56928.328125
Iteration 269Q: 27 clusters Score -3.59322e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 226505 members 
Mstep: Class 2 contains 8190 members 
Mstep: Class 3 contains 81879 members 
Mstep: Class 4 contains 28472 members 
Mstep: Class 5 contains 91894 members 
Mstep: Class 6 contains 8079 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14681 members 
Mstep: Class 9 contains 59068 members 
Mstep: Class 10 contains 14482 members 
Mstep: Class 11 contains 34023 members 
Mstep: Class 12 contains 8698 members 
Mstep: Class 13 contains 6838 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 4408 members 
Mstep: Class 16 contains 9119 members 
Mstep: Class 17 contains 30635 members 
Mstep: Class 18 contains 14184 members 
Mstep: Class 19 contains 3023 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 9966 members 
Mstep: Class 22 contains 2904 members 
Mstep: Class 23 contains 7865 members 
Mstep: Class 24 contains 1839 members 
Mstep: Class 25 contains 37526 members 
Mstep: Class 26 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932168.000000 Penalty: 56928.328125
Iteration 270Q: 27 clusters Score -3.593217e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 225901 members 
Mstep: Class 2 contains 8185 members 
Mstep: Class 3 contains 81958 members 
Mstep: Class 4 contains 28471 members 
Mstep: Class 5 contains 91913 members 
Mstep: Class 6 contains 8094 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14690 members 
Mstep: Class 9 contains 59068 members 
Mstep: Class 10 contains 14480 members 
Mstep: Class 11 contains 34026 members 
Mstep: Class 12 contains 8691 members 
Mstep: Class 13 contains 6838 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9120 members 
Mstep: Class 17 contains 30948 members 
Mstep: Class 18 contains 14219 members 
Mstep: Class 19 contains 3022 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 9963 members 
Mstep: Class 22 contains 2901 members 
Mstep: Class 23 contains 7880 members 
Mstep: Class 24 contains 1841 members 
Mstep: Class 25 contains 37662 members 
Mstep: Class 26 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932216.000000 Penalty: 56928.328125
Iteration 271Q: 27 clusters Score -3.593222e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 225314 members 
Mstep: Class 2 contains 8180 members 
Mstep: Class 3 contains 82041 members 
Mstep: Class 4 contains 28468 members 
Mstep: Class 5 contains 91925 members 
Mstep: Class 6 contains 8108 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14695 members 
Mstep: Class 9 contains 59066 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 34037 members 
Mstep: Class 12 contains 8690 members 
Mstep: Class 13 contains 6836 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 4405 members 
Mstep: Class 16 contains 9123 members 
Mstep: Class 17 contains 31266 members 
Mstep: Class 18 contains 14238 members 
Mstep: Class 19 contains 3023 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 9961 members 
Mstep: Class 22 contains 2901 members 
Mstep: Class 23 contains 7885 members 
Mstep: Class 24 contains 1843 members 
Mstep: Class 25 contains 37793 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932420.000000 Penalty: 56928.328125
Iteration 272Q: 27 clusters Score -3.593242e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 224712 members 
Mstep: Class 2 contains 8177 members 
Mstep: Class 3 contains 82118 members 
Mstep: Class 4 contains 28468 members 
Mstep: Class 5 contains 91935 members 
Mstep: Class 6 contains 8121 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14700 members 
Mstep: Class 9 contains 59066 members 
Mstep: Class 10 contains 14480 members 
Mstep: Class 11 contains 34036 members 
Mstep: Class 12 contains 8688 members 
Mstep: Class 13 contains 6835 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9124 members 
Mstep: Class 17 contains 31600 members 
Mstep: Class 18 contains 14269 members 
Mstep: Class 19 contains 3021 members 
Mstep: Class 20 contains 1236 members 
Mstep: Class 21 contains 9960 members 
Mstep: Class 22 contains 2904 members 
Mstep: Class 23 contains 7891 members 
Mstep: Class 24 contains 1843 members 
Mstep: Class 25 contains 37927 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932444.000000 Penalty: 56928.328125
Iteration 273Q: 27 clusters Score -3.593244e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 224110 members 
Mstep: Class 2 contains 8174 members 
Mstep: Class 3 contains 82201 members 
Mstep: Class 4 contains 28468 members 
Mstep: Class 5 contains 91947 members 
Mstep: Class 6 contains 8133 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14710 members 
Mstep: Class 9 contains 59066 members 
Mstep: Class 10 contains 14480 members 
Mstep: Class 11 contains 34024 members 
Mstep: Class 12 contains 8684 members 
Mstep: Class 13 contains 6835 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9124 members 
Mstep: Class 17 contains 31913 members 
Mstep: Class 18 contains 14299 members 
Mstep: Class 19 contains 3020 members 
Mstep: Class 20 contains 1235 members 
Mstep: Class 21 contains 9961 members 
Mstep: Class 22 contains 2905 members 
Mstep: Class 23 contains 7898 members 
Mstep: Class 24 contains 1845 members 
Mstep: Class 25 contains 38078 members 
Mstep: Class 26 contains 987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932528.000000 Penalty: 56928.328125
Iteration 274Q: 27 clusters Score -3.593253e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 223529 members 
Mstep: Class 2 contains 8172 members 
Mstep: Class 3 contains 82290 members 
Mstep: Class 4 contains 28468 members 
Mstep: Class 5 contains 91949 members 
Mstep: Class 6 contains 8141 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14718 members 
Mstep: Class 9 contains 59067 members 
Mstep: Class 10 contains 14479 members 
Mstep: Class 11 contains 34019 members 
Mstep: Class 12 contains 8680 members 
Mstep: Class 13 contains 6835 members 
Mstep: Class 14 contains 972 members 
Mstep: Class 15 contains 4403 members 
Mstep: Class 16 contains 9124 members 
Mstep: Class 17 contains 32210 members 
Mstep: Class 18 contains 14319 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 1237 members 
Mstep: Class 21 contains 9961 members 
Mstep: Class 22 contains 2906 members 
Mstep: Class 23 contains 7898 members 
Mstep: Class 24 contains 1851 members 
Mstep: Class 25 contains 38243 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932500.000000 Penalty: 56928.328125
Iteration 275Q: 27 clusters Score -3.59325e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 222931 members 
Mstep: Class 2 contains 8170 members 
Mstep: Class 3 contains 82384 members 
Mstep: Class 4 contains 28468 members 
Mstep: Class 5 contains 91956 members 
Mstep: Class 6 contains 8152 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14722 members 
Mstep: Class 9 contains 59067 members 
Mstep: Class 10 contains 14475 members 
Mstep: Class 11 contains 34024 members 
Mstep: Class 12 contains 8678 members 
Mstep: Class 13 contains 6836 members 
Mstep: Class 14 contains 972 members 
Mstep: Class 15 contains 4402 members 
Mstep: Class 16 contains 9124 members 
Mstep: Class 17 contains 32536 members 
Mstep: Class 18 contains 14341 members 
Mstep: Class 19 contains 3017 members 
Mstep: Class 20 contains 1237 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 2903 members 
Mstep: Class 23 contains 7901 members 
Mstep: Class 24 contains 1855 members 
Mstep: Class 25 contains 38380 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932472.000000 Penalty: 56928.328125
Iteration 276Q: 27 clusters Score -3.593247e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 222325 members 
Mstep: Class 2 contains 8166 members 
Mstep: Class 3 contains 82452 members 
Mstep: Class 4 contains 28468 members 
Mstep: Class 5 contains 91953 members 
Mstep: Class 6 contains 8161 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14724 members 
Mstep: Class 9 contains 59067 members 
Mstep: Class 10 contains 14475 members 
Mstep: Class 11 contains 34041 members 
Mstep: Class 12 contains 8676 members 
Mstep: Class 13 contains 6836 members 
Mstep: Class 14 contains 972 members 
Mstep: Class 15 contains 4401 members 
Mstep: Class 16 contains 9124 members 
Mstep: Class 17 contains 32892 members 
Mstep: Class 18 contains 14365 members 
Mstep: Class 19 contains 3015 members 
Mstep: Class 20 contains 1237 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2903 members 
Mstep: Class 23 contains 7899 members 
Mstep: Class 24 contains 1862 members 
Mstep: Class 25 contains 38519 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932676.000000 Penalty: 56928.328125
Iteration 277Q: 27 clusters Score -3.593268e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 221721 members 
Mstep: Class 2 contains 8164 members 
Mstep: Class 3 contains 82523 members 
Mstep: Class 4 contains 28468 members 
Mstep: Class 5 contains 91958 members 
Mstep: Class 6 contains 8172 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14729 members 
Mstep: Class 9 contains 59067 members 
Mstep: Class 10 contains 14474 members 
Mstep: Class 11 contains 34050 members 
Mstep: Class 12 contains 8673 members 
Mstep: Class 13 contains 6836 members 
Mstep: Class 14 contains 972 members 
Mstep: Class 15 contains 4401 members 
Mstep: Class 16 contains 9124 members 
Mstep: Class 17 contains 33252 members 
Mstep: Class 18 contains 14386 members 
Mstep: Class 19 contains 3013 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2904 members 
Mstep: Class 23 contains 7895 members 
Mstep: Class 24 contains 1874 members 
Mstep: Class 25 contains 38639 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932712.000000 Penalty: 56928.328125
Iteration 278Q: 27 clusters Score -3.593271e+07 nChanged 855
Entering ConstructFrom: 
Score: -35932712.000000 Penalty: 56928.328125
Entering ConstructFrom: 
Trying to split cluster 1 (221138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221138 members 
Entering Unmasked Estep 
Score: -11917767.000000 Penalty: 1999.813110
	Iteration 0F: 2 clusters Score -1.191777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110968 members 
Mstep: Class 2 contains 110170 members 
Entering Unmasked Estep 
Score: -11768754.000000 Penalty: 3999.626221
	Iteration 0F: 3 clusters Score -1.176875e+07 nChanged 107621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123753 members 
Mstep: Class 2 contains 97385 members 
Entering Unmasked Estep 
Score: -11834763.000000 Penalty: 3999.626221
	Iteration 1F: 3 clusters Score -1.183476e+07 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131738 members 
Mstep: Class 2 contains 89400 members 
Entering Unmasked Estep 
Score: -11838505.000000 Penalty: 3999.626221
	Iteration 2Q: 3 clusters Score -1.18385e+07 nChanged 12984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143564 members 
Mstep: Class 2 contains 77574 members 
Entering Unmasked Estep 
Score: -11845702.000000 Penalty: 3999.626221
	Iteration 3F: 3 clusters Score -1.18457e+07 nChanged 17129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159855 members 
Mstep: Class 2 contains 61283 members 
Entering Unmasked Estep 
Score: -11858364.000000 Penalty: 3999.626221
	Iteration 4F: 3 clusters Score -1.185836e+07 nChanged 19650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179019 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -11875882.000000 Penalty: 3999.626221
	Iteration 5F: 3 clusters Score -1.187588e+07 nChanged 18429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197202 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -11893845.000000 Penalty: 3999.626221
	Iteration 6F: 3 clusters Score -1.189384e+07 nChanged 12410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209538 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -11905993.000000 Penalty: 3999.626221
	Iteration 7F: 3 clusters Score -1.190599e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215838 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -11911821.000000 Penalty: 3999.626221
	Iteration 8Q: 3 clusters Score -1.191182e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218684 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -11914281.000000 Penalty: 3999.626221
	Iteration 9Q: 3 clusters Score -1.191428e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219843 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -11915298.000000 Penalty: 3999.626221
	Iteration 10Q: 3 clusters Score -1.19153e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220282 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -11915800.000000 Penalty: 3999.626221
	Iteration 11Q: 3 clusters Score -1.19158e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220454 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -11915965.000000 Penalty: 3999.626221
	Iteration 12Q: 3 clusters Score -1.191596e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220496 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -11916059.000000 Penalty: 3999.626221
	Iteration 13Q: 3 clusters Score -1.191606e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220506 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -11916139.000000 Penalty: 3999.626221
	Iteration 14Q: 3 clusters Score -1.191614e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220499 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -11916182.000000 Penalty: 3999.626221
	Iteration 15Q: 3 clusters Score -1.191618e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220487 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -11916207.000000 Penalty: 3999.626221
	Iteration 16Q: 3 clusters Score -1.191621e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220475 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -11916240.000000 Penalty: 3999.626221
	Iteration 17Q: 3 clusters Score -1.191624e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220464 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -11916256.000000 Penalty: 3999.626221
	Iteration 18Q: 3 clusters Score -1.191626e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220449 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -11916256.000000 Penalty: 3999.626221
	Iteration 19Q: 3 clusters Score -1.191626e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220437 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -11916287.000000 Penalty: 3999.626221
	Iteration 20F: 3 clusters Score -1.191629e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220426 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -11916303.000000 Penalty: 3999.626221
	Iteration 21Q: 3 clusters Score -1.19163e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220421 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -11916299.000000 Penalty: 3999.626221
	Iteration 22Q: 3 clusters Score -1.19163e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220407 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -11916319.000000 Penalty: 3999.626221
	Iteration 23Q: 3 clusters Score -1.191632e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220386 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -11916351.000000 Penalty: 3999.626221
	Iteration 24Q: 3 clusters Score -1.191635e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220374 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -11916365.000000 Penalty: 3999.626221
	Iteration 25Q: 3 clusters Score -1.191636e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220371 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -11916395.000000 Penalty: 3999.626221
	Iteration 26Q: 3 clusters Score -1.19164e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220365 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -11916408.000000 Penalty: 3999.626221
	Iteration 27Q: 3 clusters Score -1.191641e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220356 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -11916480.000000 Penalty: 3999.626221
	Iteration 28Q: 3 clusters Score -1.191648e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220337 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -11916522.000000 Penalty: 3999.626221
	Iteration 29Q: 3 clusters Score -1.191652e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220317 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -11916572.000000 Penalty: 3999.626221
	Iteration 30Q: 3 clusters Score -1.191657e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220284 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -11916610.000000 Penalty: 3999.626221
	Iteration 31Q: 3 clusters Score -1.191661e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220255 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -11916638.000000 Penalty: 3999.626221
	Iteration 32Q: 3 clusters Score -1.191664e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220233 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -11916650.000000 Penalty: 3999.626221
	Iteration 33Q: 3 clusters Score -1.191665e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220204 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -11916696.000000 Penalty: 3999.626221
	Iteration 34Q: 3 clusters Score -1.19167e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220169 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -11916743.000000 Penalty: 3999.626221
	Iteration 35Q: 3 clusters Score -1.191674e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220147 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -11916757.000000 Penalty: 3999.626221
	Iteration 36Q: 3 clusters Score -1.191676e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220125 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -11916778.000000 Penalty: 3999.626221
	Iteration 37Q: 3 clusters Score -1.191678e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220104 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -11916785.000000 Penalty: 3999.626221
	Iteration 38Q: 3 clusters Score -1.191678e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220077 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -11916813.000000 Penalty: 3999.626221
	Iteration 39Q: 3 clusters Score -1.191681e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220062 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -11916812.000000 Penalty: 3999.626221
	Iteration 40F: 3 clusters Score -1.191681e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220045 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -11916811.000000 Penalty: 3999.626221
	Iteration 41Q: 3 clusters Score -1.191681e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220030 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -11916818.000000 Penalty: 3999.626221
	Iteration 42Q: 3 clusters Score -1.191682e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220016 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -11916823.000000 Penalty: 3999.626221
	Iteration 43Q: 3 clusters Score -1.191682e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220001 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -11916824.000000 Penalty: 3999.626221
	Iteration 44Q: 3 clusters Score -1.191682e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219983 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -11916828.000000 Penalty: 3999.626221
	Iteration 45Q: 3 clusters Score -1.191683e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219963 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -11916834.000000 Penalty: 3999.626221
	Iteration 46Q: 3 clusters Score -1.191683e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219940 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -11916828.000000 Penalty: 3999.626221
	Iteration 47Q: 3 clusters Score -1.191683e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219915 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -11916828.000000 Penalty: 3999.626221
	Iteration 48Q: 3 clusters Score -1.191683e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219884 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -11916861.000000 Penalty: 3999.626221
	Iteration 49Q: 3 clusters Score -1.191686e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219864 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -11916864.000000 Penalty: 3999.626221
	Iteration 50Q: 3 clusters Score -1.191686e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219848 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -11916877.000000 Penalty: 3999.626221
	Iteration 51Q: 3 clusters Score -1.191688e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219826 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -11916883.000000 Penalty: 3999.626221
	Iteration 52Q: 3 clusters Score -1.191688e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219806 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -11916877.000000 Penalty: 3999.626221
	Iteration 53Q: 3 clusters Score -1.191688e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219791 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -11916884.000000 Penalty: 3999.626221
	Iteration 54Q: 3 clusters Score -1.191688e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219774 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -11916887.000000 Penalty: 3999.626221
	Iteration 55Q: 3 clusters Score -1.191689e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219752 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -11916914.000000 Penalty: 3999.626221
	Iteration 56Q: 3 clusters Score -1.191691e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219734 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -11916919.000000 Penalty: 3999.626221
	Iteration 57Q: 3 clusters Score -1.191692e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219717 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -11916918.000000 Penalty: 3999.626221
	Iteration 58Q: 3 clusters Score -1.191692e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219700 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -11916938.000000 Penalty: 3999.626221
	Iteration 59Q: 3 clusters Score -1.191694e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219679 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -11916939.000000 Penalty: 3999.626221
	Iteration 60F: 3 clusters Score -1.191694e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219663 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -11916939.000000 Penalty: 3999.626221
	Iteration 61Q: 3 clusters Score -1.191694e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219655 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -11916939.000000 Penalty: 3999.626221
	Iteration 62Q: 3 clusters Score -1.191694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219647 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -11916957.000000 Penalty: 3999.626221
	Iteration 63Q: 3 clusters Score -1.191696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219639 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -11916956.000000 Penalty: 3999.626221
	Iteration 64Q: 3 clusters Score -1.191696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219637 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -11916956.000000 Penalty: 3999.626221
	Iteration 65Q: 3 clusters Score -1.191696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219634 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -11916965.000000 Penalty: 3999.626221
	Iteration 66Q: 3 clusters Score -1.191696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219632 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -11916958.000000 Penalty: 3999.626221
	Iteration 67Q: 3 clusters Score -1.191696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219628 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -11916956.000000 Penalty: 3999.626221
	Iteration 68Q: 3 clusters Score -1.191696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219625 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -11916959.000000 Penalty: 3999.626221
	Iteration 69Q: 3 clusters Score -1.191696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219625 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -11916956.000000 Penalty: 3999.626221
	Iteration 70Q: 3 clusters Score -1.191696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219626 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -11916953.000000 Penalty: 3999.626221
	Iteration 71Q: 3 clusters Score -1.191695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219623 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -11916953.000000 Penalty: 3999.626221
	Iteration 72Q: 3 clusters Score -1.191695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219620 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -11916951.000000 Penalty: 3999.626221
	Iteration 73Q: 3 clusters Score -1.191695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219615 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -11916952.000000 Penalty: 3999.626221
	Iteration 74Q: 3 clusters Score -1.191695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219608 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -11916946.000000 Penalty: 3999.626221
	Iteration 75Q: 3 clusters Score -1.191695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219604 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -11916943.000000 Penalty: 3999.626221
	Iteration 76Q: 3 clusters Score -1.191694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219595 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -11916940.000000 Penalty: 3999.626221
	Iteration 77Q: 3 clusters Score -1.191694e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219583 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -11916943.000000 Penalty: 3999.626221
	Iteration 78Q: 3 clusters Score -1.191694e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219570 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -11916946.000000 Penalty: 3999.626221
	Iteration 79Q: 3 clusters Score -1.191695e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219559 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -11916958.000000 Penalty: 3999.626221
	Iteration 80F: 3 clusters Score -1.191696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219552 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -11916962.000000 Penalty: 3999.626221
	Iteration 81Q: 3 clusters Score -1.191696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219545 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -11916954.000000 Penalty: 3999.626221
	Iteration 82Q: 3 clusters Score -1.191695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219542 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -11916961.000000 Penalty: 3999.626221
	Iteration 83Q: 3 clusters Score -1.191696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219541 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -11916958.000000 Penalty: 3999.626221
	Iteration 84Q: 3 clusters Score -1.191696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219540 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -11916951.000000 Penalty: 3999.626221
	Iteration 85Q: 3 clusters Score -1.191695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219539 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -11916956.000000 Penalty: 3999.626221
	Iteration 86Q: 3 clusters Score -1.191696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219539 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -11916956.000000 Penalty: 3999.626221
	Iteration 87F: 3 clusters Score -1.191696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Entering Unmasked Estep 
Score: -409639.531250 Penalty: 1463.677124
	Iteration 0F: 2 clusters Score -409639.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -403644.687500 Penalty: 2927.354248
	Iteration 0F: 3 clusters Score -403644.7 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -405755.250000 Penalty: 2927.354248
	Iteration 1F: 3 clusters Score -405755.2 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -406331.281250 Penalty: 2927.354248
	Iteration 2F: 3 clusters Score -406331.3 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -406953.343750 Penalty: 2927.354248
	Iteration 3F: 3 clusters Score -406953.3 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -407549.625000 Penalty: 2927.354248
	Iteration 4F: 3 clusters Score -407549.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -408050.562500 Penalty: 2927.354248
	Iteration 5F: 3 clusters Score -408050.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -408371.906250 Penalty: 2927.354248
	Iteration 6F: 3 clusters Score -408371.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -408558.562500 Penalty: 2927.354248
	Iteration 7Q: 3 clusters Score -408558.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -408660.937500 Penalty: 2927.354248
	Iteration 8Q: 3 clusters Score -408660.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -408711.093750 Penalty: 2927.354248
	Iteration 9Q: 3 clusters Score -408711.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -408739.875000 Penalty: 2927.354248
	Iteration 10Q: 3 clusters Score -408739.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -408755.250000 Penalty: 2927.354248
	Iteration 11Q: 3 clusters Score -408755.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -408770.406250 Penalty: 2927.354248
	Iteration 12Q: 3 clusters Score -408770.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -408775.437500 Penalty: 2927.354248
	Iteration 13Q: 3 clusters Score -408775.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -408782.406250 Penalty: 2927.354248
	Iteration 14Q: 3 clusters Score -408782.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -408790.281250 Penalty: 2927.354248
	Iteration 15Q: 3 clusters Score -408790.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -408795.156250 Penalty: 2927.354248
	Iteration 16Q: 3 clusters Score -408795.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -408797.000000 Penalty: 2927.354248
	Iteration 17Q: 3 clusters Score -408797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -408797.843750 Penalty: 2927.354248
	Iteration 18Q: 3 clusters Score -408797.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -408799.593750 Penalty: 2927.354248
	Iteration 19Q: 3 clusters Score -408799.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -408801.187500 Penalty: 2927.354248
	Iteration 20F: 3 clusters Score -408801.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -408802.656250 Penalty: 2927.354248
	Iteration 21Q: 3 clusters Score -408802.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -408802.906250 Penalty: 2927.354248
	Iteration 22Q: 3 clusters Score -408802.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -408803.875000 Penalty: 2927.354248
	Iteration 23Q: 3 clusters Score -408803.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -408805.125000 Penalty: 2927.354248
	Iteration 24Q: 3 clusters Score -408805.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -408808.468750 Penalty: 2927.354248
	Iteration 25Q: 3 clusters Score -408808.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -408810.312500 Penalty: 2927.354248
	Iteration 26Q: 3 clusters Score -408810.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -408809.531250 Penalty: 2927.354248
	Iteration 27Q: 3 clusters Score -408809.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -408810.156250 Penalty: 2927.354248
	Iteration 28Q: 3 clusters Score -408810.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -408809.656250 Penalty: 2927.354248
	Iteration 29Q: 3 clusters Score -408809.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -408809.656250 Penalty: 2927.354248
	Iteration 30F: 3 clusters Score -408809.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (82577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82577 members 
Entering Unmasked Estep 
Score: -4406598.000000 Penalty: 1839.741577
	Iteration 0F: 2 clusters Score -4406598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -4351558.000000 Penalty: 3679.483154
	Iteration 0F: 3 clusters Score -4351558 nChanged 39170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -4374002.000000 Penalty: 3679.483154
	Iteration 1F: 3 clusters Score -4374002 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -4374633.500000 Penalty: 3679.483154
	Iteration 2Q: 3 clusters Score -4374634 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -4375361.000000 Penalty: 3679.483154
	Iteration 3Q: 3 clusters Score -4375361 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -4376119.500000 Penalty: 3679.483154
	Iteration 4Q: 3 clusters Score -4376120 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -4377046.000000 Penalty: 3679.483154
	Iteration 5Q: 3 clusters Score -4377046 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -4378369.500000 Penalty: 3679.483154
	Iteration 6Q: 3 clusters Score -4378370 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -4380206.000000 Penalty: 3679.483154
	Iteration 7Q: 3 clusters Score -4380206 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -4382854.500000 Penalty: 3679.483154
	Iteration 8F: 3 clusters Score -4382854 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -4386402.500000 Penalty: 3679.483154
	Iteration 9F: 3 clusters Score -4386402 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -4389753.500000 Penalty: 3679.483154
	Iteration 10F: 3 clusters Score -4389754 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -4391655.000000 Penalty: 3679.483154
	Iteration 11Q: 3 clusters Score -4391655 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -4392375.000000 Penalty: 3679.483154
	Iteration 12Q: 3 clusters Score -4392375 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 50337 members 
Entering Unmasked Estep 
Score: -4392725.000000 Penalty: 3679.483154
	Iteration 13Q: 3 clusters Score -4392725 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -4392959.500000 Penalty: 3679.483154
	Iteration 14Q: 3 clusters Score -4392960 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -4393153.500000 Penalty: 3679.483154
	Iteration 15Q: 3 clusters Score -4393154 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 52254 members 
Entering Unmasked Estep 
Score: -4393338.000000 Penalty: 3679.483154
	Iteration 16Q: 3 clusters Score -4393338 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -4393513.500000 Penalty: 3679.483154
	Iteration 17Q: 3 clusters Score -4393514 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 53713 members 
Entering Unmasked Estep 
Score: -4393719.500000 Penalty: 3679.483154
	Iteration 18Q: 3 clusters Score -4393720 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -4393953.500000 Penalty: 3679.483154
	Iteration 19Q: 3 clusters Score -4393954 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 55429 members 
Entering Unmasked Estep 
Score: -4394161.500000 Penalty: 3679.483154
	Iteration 20F: 3 clusters Score -4394162 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 56329 members 
Entering Unmasked Estep 
Score: -4394441.500000 Penalty: 3679.483154
	Iteration 21Q: 3 clusters Score -4394442 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 57331 members 
Entering Unmasked Estep 
Score: -4394704.000000 Penalty: 3679.483154
	Iteration 22Q: 3 clusters Score -4394704 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 58414 members 
Entering Unmasked Estep 
Score: -4395010.500000 Penalty: 3679.483154
	Iteration 23Q: 3 clusters Score -4395010 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 59550 members 
Entering Unmasked Estep 
Score: -4395343.500000 Penalty: 3679.483154
	Iteration 24Q: 3 clusters Score -4395344 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 60793 members 
Entering Unmasked Estep 
Score: -4395762.000000 Penalty: 3679.483154
	Iteration 25Q: 3 clusters Score -4395762 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 62148 members 
Entering Unmasked Estep 
Score: -4396226.500000 Penalty: 3679.483154
	Iteration 26Q: 3 clusters Score -4396226 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 63594 members 
Entering Unmasked Estep 
Score: -4396751.000000 Penalty: 3679.483154
	Iteration 27Q: 3 clusters Score -4396751 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 65062 members 
Entering Unmasked Estep 
Score: -4397289.000000 Penalty: 3679.483154
	Iteration 28Q: 3 clusters Score -4397289 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 66625 members 
Entering Unmasked Estep 
Score: -4397930.000000 Penalty: 3679.483154
	Iteration 29Q: 3 clusters Score -4397930 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 68200 members 
Entering Unmasked Estep 
Score: -4398632.000000 Penalty: 3679.483154
	Iteration 30Q: 3 clusters Score -4398632 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 69769 members 
Entering Unmasked Estep 
Score: -4399370.000000 Penalty: 3679.483154
	Iteration 31Q: 3 clusters Score -4399370 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 71298 members 
Entering Unmasked Estep 
Score: -4400103.000000 Penalty: 3679.483154
	Iteration 32Q: 3 clusters Score -4400103 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 72750 members 
Entering Unmasked Estep 
Score: -4400810.000000 Penalty: 3679.483154
	Iteration 33Q: 3 clusters Score -4400810 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 74111 members 
Entering Unmasked Estep 
Score: -4401513.500000 Penalty: 3679.483154
	Iteration 34Q: 3 clusters Score -4401514 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 75300 members 
Entering Unmasked Estep 
Score: -4402110.500000 Penalty: 3679.483154
	Iteration 35Q: 3 clusters Score -4402110 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 76386 members 
Entering Unmasked Estep 
Score: -4402687.500000 Penalty: 3679.483154
	Iteration 36Q: 3 clusters Score -4402688 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 77330 members 
Entering Unmasked Estep 
Score: -4403210.000000 Penalty: 3679.483154
	Iteration 37Q: 3 clusters Score -4403210 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 78162 members 
Entering Unmasked Estep 
Score: -4403599.500000 Penalty: 3679.483154
	Iteration 38Q: 3 clusters Score -4403600 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 78846 members 
Entering Unmasked Estep 
Score: -4403922.500000 Penalty: 3679.483154
	Iteration 39Q: 3 clusters Score -4403922 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 79421 members 
Entering Unmasked Estep 
Score: -4404207.000000 Penalty: 3679.483154
	Iteration 40F: 3 clusters Score -4404207 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 79904 members 
Entering Unmasked Estep 
Score: -4404440.000000 Penalty: 3679.483154
	Iteration 41Q: 3 clusters Score -4404440 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 80271 members 
Entering Unmasked Estep 
Score: -4404646.000000 Penalty: 3679.483154
	Iteration 42Q: 3 clusters Score -4404646 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 80574 members 
Entering Unmasked Estep 
Score: -4404807.500000 Penalty: 3679.483154
	Iteration 43Q: 3 clusters Score -4404808 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 80819 members 
Entering Unmasked Estep 
Score: -4404918.000000 Penalty: 3679.483154
	Iteration 44Q: 3 clusters Score -4404918 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 80998 members 
Entering Unmasked Estep 
Score: -4405001.000000 Penalty: 3679.483154
	Iteration 45Q: 3 clusters Score -4405001 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 81123 members 
Entering Unmasked Estep 
Score: -4405063.000000 Penalty: 3679.483154
	Iteration 46Q: 3 clusters Score -4405063 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 81235 members 
Entering Unmasked Estep 
Score: -4405125.000000 Penalty: 3679.483154
	Iteration 47Q: 3 clusters Score -4405125 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 81303 members 
Entering Unmasked Estep 
Score: -4405161.500000 Penalty: 3679.483154
	Iteration 48Q: 3 clusters Score -4405162 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 81362 members 
Entering Unmasked Estep 
Score: -4405187.500000 Penalty: 3679.483154
	Iteration 49Q: 3 clusters Score -4405188 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 81402 members 
Entering Unmasked Estep 
Score: -4405196.000000 Penalty: 3679.483154
	Iteration 50Q: 3 clusters Score -4405196 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 81438 members 
Entering Unmasked Estep 
Score: -4405219.500000 Penalty: 3679.483154
	Iteration 51Q: 3 clusters Score -4405220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 81466 members 
Entering Unmasked Estep 
Score: -4405235.500000 Penalty: 3679.483154
	Iteration 52Q: 3 clusters Score -4405236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 81487 members 
Entering Unmasked Estep 
Score: -4405238.000000 Penalty: 3679.483154
	Iteration 53Q: 3 clusters Score -4405238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 81504 members 
Entering Unmasked Estep 
Score: -4405247.000000 Penalty: 3679.483154
	Iteration 54Q: 3 clusters Score -4405247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 81524 members 
Entering Unmasked Estep 
Score: -4405254.000000 Penalty: 3679.483154
	Iteration 55Q: 3 clusters Score -4405254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 81533 members 
Entering Unmasked Estep 
Score: -4405261.500000 Penalty: 3679.483154
	Iteration 56Q: 3 clusters Score -4405262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 81534 members 
Entering Unmasked Estep 
Score: -4405257.500000 Penalty: 3679.483154
	Iteration 57Q: 3 clusters Score -4405258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 81539 members 
Entering Unmasked Estep 
Score: -4405259.500000 Penalty: 3679.483154
	Iteration 58Q: 3 clusters Score -4405260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 81543 members 
Entering Unmasked Estep 
Score: -4405264.000000 Penalty: 3679.483154
	Iteration 59Q: 3 clusters Score -4405264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 81547 members 
Entering Unmasked Estep 
Score: -4405264.500000 Penalty: 3679.483154
	Iteration 60F: 3 clusters Score -4405264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 81547 members 
Entering Unmasked Estep 
Score: -4405266.000000 Penalty: 3679.483154
	Iteration 61Q: 3 clusters Score -4405266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 81547 members 
Entering Unmasked Estep 
Score: -4405266.000000 Penalty: 3679.483154
	Iteration 62F: 3 clusters Score -4405266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Entering Unmasked Estep 
Score: -1485165.875000 Penalty: 1666.687012
	Iteration 0F: 2 clusters Score -1485166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1465942.750000 Penalty: 3333.374023
	Iteration 0F: 3 clusters Score -1465943 nChanged 13169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1473224.375000 Penalty: 3333.374023
	Iteration 1F: 3 clusters Score -1473224 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1473506.000000 Penalty: 3333.374023
	Iteration 2Q: 3 clusters Score -1473506 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1473753.125000 Penalty: 3333.374023
	Iteration 3Q: 3 clusters Score -1473753 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1473968.375000 Penalty: 3333.374023
	Iteration 4Q: 3 clusters Score -1473968 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1474177.500000 Penalty: 3333.374023
	Iteration 5Q: 3 clusters Score -1474178 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -1474454.750000 Penalty: 3333.374023
	Iteration 6Q: 3 clusters Score -1474455 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1474798.250000 Penalty: 3333.374023
	Iteration 7Q: 3 clusters Score -1474798 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -1475345.125000 Penalty: 3333.374023
	Iteration 8Q: 3 clusters Score -1475345 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -1476240.500000 Penalty: 3333.374023
	Iteration 9Q: 3 clusters Score -1476240 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -1477481.875000 Penalty: 3333.374023
	Iteration 10F: 3 clusters Score -1477482 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -1478742.250000 Penalty: 3333.374023
	Iteration 11F: 3 clusters Score -1478742 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -1479693.750000 Penalty: 3333.374023
	Iteration 12F: 3 clusters Score -1479694 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -1480327.625000 Penalty: 3333.374023
	Iteration 13Q: 3 clusters Score -1480328 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -1480702.375000 Penalty: 3333.374023
	Iteration 14Q: 3 clusters Score -1480702 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -1480957.125000 Penalty: 3333.374023
	Iteration 15Q: 3 clusters Score -1480957 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -1481132.375000 Penalty: 3333.374023
	Iteration 16Q: 3 clusters Score -1481132 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -1481290.750000 Penalty: 3333.374023
	Iteration 17Q: 3 clusters Score -1481291 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -1481440.000000 Penalty: 3333.374023
	Iteration 18Q: 3 clusters Score -1481440 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -1481589.375000 Penalty: 3333.374023
	Iteration 19Q: 3 clusters Score -1481589 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -1481730.875000 Penalty: 3333.374023
	Iteration 20F: 3 clusters Score -1481731 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -1481876.125000 Penalty: 3333.374023
	Iteration 21Q: 3 clusters Score -1481876 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -1482052.375000 Penalty: 3333.374023
	Iteration 22Q: 3 clusters Score -1482052 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -1482239.250000 Penalty: 3333.374023
	Iteration 23Q: 3 clusters Score -1482239 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -1482432.250000 Penalty: 3333.374023
	Iteration 24Q: 3 clusters Score -1482432 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -1482618.500000 Penalty: 3333.374023
	Iteration 25Q: 3 clusters Score -1482618 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -1482780.000000 Penalty: 3333.374023
	Iteration 26Q: 3 clusters Score -1482780 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -1482953.625000 Penalty: 3333.374023
	Iteration 27Q: 3 clusters Score -1482954 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -1483091.000000 Penalty: 3333.374023
	Iteration 28Q: 3 clusters Score -1483091 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -1483228.500000 Penalty: 3333.374023
	Iteration 29Q: 3 clusters Score -1483228 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -1483339.500000 Penalty: 3333.374023
	Iteration 30Q: 3 clusters Score -1483340 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -1483419.875000 Penalty: 3333.374023
	Iteration 31Q: 3 clusters Score -1483420 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -1483480.750000 Penalty: 3333.374023
	Iteration 32Q: 3 clusters Score -1483481 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -1483524.875000 Penalty: 3333.374023
	Iteration 33Q: 3 clusters Score -1483525 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -1483576.875000 Penalty: 3333.374023
	Iteration 34Q: 3 clusters Score -1483577 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -1483620.875000 Penalty: 3333.374023
	Iteration 35Q: 3 clusters Score -1483621 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -1483663.125000 Penalty: 3333.374023
	Iteration 36Q: 3 clusters Score -1483663 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -1483694.000000 Penalty: 3333.374023
	Iteration 37Q: 3 clusters Score -1483694 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -1483710.500000 Penalty: 3333.374023
	Iteration 38Q: 3 clusters Score -1483710 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -1483725.500000 Penalty: 3333.374023
	Iteration 39Q: 3 clusters Score -1483726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -1483739.000000 Penalty: 3333.374023
	Iteration 40F: 3 clusters Score -1483739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -1483747.500000 Penalty: 3333.374023
	Iteration 41Q: 3 clusters Score -1483748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -1483757.750000 Penalty: 3333.374023
	Iteration 42Q: 3 clusters Score -1483758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -1483775.000000 Penalty: 3333.374023
	Iteration 43Q: 3 clusters Score -1483775 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -1483787.750000 Penalty: 3333.374023
	Iteration 44Q: 3 clusters Score -1483788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -1483797.375000 Penalty: 3333.374023
	Iteration 45Q: 3 clusters Score -1483797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -1483804.375000 Penalty: 3333.374023
	Iteration 46Q: 3 clusters Score -1483804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -1483812.000000 Penalty: 3333.374023
	Iteration 47Q: 3 clusters Score -1483812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -1483815.625000 Penalty: 3333.374023
	Iteration 48Q: 3 clusters Score -1483816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -1483818.875000 Penalty: 3333.374023
	Iteration 49Q: 3 clusters Score -1483819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -1483821.750000 Penalty: 3333.374023
	Iteration 50Q: 3 clusters Score -1483822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -1483824.875000 Penalty: 3333.374023
	Iteration 51Q: 3 clusters Score -1483825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -1483825.000000 Penalty: 3333.374023
	Iteration 52Q: 3 clusters Score -1483825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -1483827.375000 Penalty: 3333.374023
	Iteration 53Q: 3 clusters Score -1483827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -1483828.375000 Penalty: 3333.374023
	Iteration 54Q: 3 clusters Score -1483828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -1483829.625000 Penalty: 3333.374023
	Iteration 55Q: 3 clusters Score -1483830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -1483833.375000 Penalty: 3333.374023
	Iteration 56Q: 3 clusters Score -1483833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -1483836.000000 Penalty: 3333.374023
	Iteration 57Q: 3 clusters Score -1483836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -1483837.125000 Penalty: 3333.374023
	Iteration 58Q: 3 clusters Score -1483837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -1483838.250000 Penalty: 3333.374023
	Iteration 59Q: 3 clusters Score -1483838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -1483839.250000 Penalty: 3333.374023
	Iteration 60F: 3 clusters Score -1483839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -1483841.625000 Penalty: 3333.374023
	Iteration 61Q: 3 clusters Score -1483842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -1483848.125000 Penalty: 3333.374023
	Iteration 62Q: 3 clusters Score -1483848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -1483849.875000 Penalty: 3333.374023
	Iteration 63Q: 3 clusters Score -1483850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -1483852.750000 Penalty: 3333.374023
	Iteration 64Q: 3 clusters Score -1483853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -1483853.500000 Penalty: 3333.374023
	Iteration 65Q: 3 clusters Score -1483854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -1483855.250000 Penalty: 3333.374023
	Iteration 66Q: 3 clusters Score -1483855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -1483860.250000 Penalty: 3333.374023
	Iteration 67Q: 3 clusters Score -1483860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -1483865.125000 Penalty: 3333.374023
	Iteration 68Q: 3 clusters Score -1483865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -1483864.750000 Penalty: 3333.374023
	Iteration 69Q: 3 clusters Score -1483865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -1483864.875000 Penalty: 3333.374023
	Iteration 70Q: 3 clusters Score -1483865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -1483866.500000 Penalty: 3333.374023
	Iteration 71Q: 3 clusters Score -1483866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -1483867.625000 Penalty: 3333.374023
	Iteration 72Q: 3 clusters Score -1483868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -1483867.500000 Penalty: 3333.374023
	Iteration 73Q: 3 clusters Score -1483868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -1483867.500000 Penalty: 3333.374023
	Iteration 74F: 3 clusters Score -1483868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (91974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91974 members 
Entering Unmasked Estep 
Score: -4884695.000000 Penalty: 1857.255005
	Iteration 0F: 2 clusters Score -4884695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -4823243.000000 Penalty: 3714.510010
	Iteration 0F: 3 clusters Score -4823243 nChanged 43786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48056 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -4848627.000000 Penalty: 3714.510010
	Iteration 1F: 3 clusters Score -4848627 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -4849545.500000 Penalty: 3714.510010
	Iteration 2Q: 3 clusters Score -4849546 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51990 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -4850806.500000 Penalty: 3714.510010
	Iteration 3Q: 3 clusters Score -4850806 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55444 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -4852817.500000 Penalty: 3714.510010
	Iteration 4Q: 3 clusters Score -4852818 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60217 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -4856127.500000 Penalty: 3714.510010
	Iteration 5F: 3 clusters Score -4856128 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66310 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -4860969.000000 Penalty: 3714.510010
	Iteration 6F: 3 clusters Score -4860969 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73139 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -4867302.500000 Penalty: 3714.510010
	Iteration 7F: 3 clusters Score -4867302 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79548 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -4873686.500000 Penalty: 3714.510010
	Iteration 8F: 3 clusters Score -4873686 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84314 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -4878344.500000 Penalty: 3714.510010
	Iteration 9F: 3 clusters Score -4878344 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87099 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -4880921.000000 Penalty: 3714.510010
	Iteration 10Q: 3 clusters Score -4880921 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88562 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -4882293.500000 Penalty: 3714.510010
	Iteration 11Q: 3 clusters Score -4882294 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89233 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -4882957.500000 Penalty: 3714.510010
	Iteration 12Q: 3 clusters Score -4882958 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89546 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4883247.500000 Penalty: 3714.510010
	Iteration 13Q: 3 clusters Score -4883248 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89727 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -4883394.500000 Penalty: 3714.510010
	Iteration 14Q: 3 clusters Score -4883394 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89825 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -4883488.000000 Penalty: 3714.510010
	Iteration 15Q: 3 clusters Score -4883488 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89859 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -4883542.000000 Penalty: 3714.510010
	Iteration 16Q: 3 clusters Score -4883542 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89887 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4883560.000000 Penalty: 3714.510010
	Iteration 17Q: 3 clusters Score -4883560 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89895 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4883596.000000 Penalty: 3714.510010
	Iteration 18Q: 3 clusters Score -4883596 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89919 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4883613.000000 Penalty: 3714.510010
	Iteration 19Q: 3 clusters Score -4883613 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89938 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4883641.500000 Penalty: 3714.510010
	Iteration 20F: 3 clusters Score -4883642 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89953 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4883679.000000 Penalty: 3714.510010
	Iteration 21Q: 3 clusters Score -4883679 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89954 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4883713.500000 Penalty: 3714.510010
	Iteration 22Q: 3 clusters Score -4883714 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89955 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -4883731.500000 Penalty: 3714.510010
	Iteration 23Q: 3 clusters Score -4883732 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89954 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4883740.500000 Penalty: 3714.510010
	Iteration 24Q: 3 clusters Score -4883740 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89945 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4883777.500000 Penalty: 3714.510010
	Iteration 25Q: 3 clusters Score -4883778 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89925 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4883797.000000 Penalty: 3714.510010
	Iteration 26Q: 3 clusters Score -4883797 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89921 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4883841.500000 Penalty: 3714.510010
	Iteration 27Q: 3 clusters Score -4883842 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89903 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4883891.500000 Penalty: 3714.510010
	Iteration 28Q: 3 clusters Score -4883892 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89903 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4883938.500000 Penalty: 3714.510010
	Iteration 29Q: 3 clusters Score -4883938 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89894 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4883966.500000 Penalty: 3714.510010
	Iteration 30Q: 3 clusters Score -4883966 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89881 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4884020.500000 Penalty: 3714.510010
	Iteration 31Q: 3 clusters Score -4884020 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89846 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -4884051.500000 Penalty: 3714.510010
	Iteration 32Q: 3 clusters Score -4884052 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89796 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4884106.000000 Penalty: 3714.510010
	Iteration 33Q: 3 clusters Score -4884106 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89760 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4884143.000000 Penalty: 3714.510010
	Iteration 34Q: 3 clusters Score -4884143 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89739 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -4884191.500000 Penalty: 3714.510010
	Iteration 35Q: 3 clusters Score -4884192 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89711 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4884248.500000 Penalty: 3714.510010
	Iteration 36Q: 3 clusters Score -4884248 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89662 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -4884321.000000 Penalty: 3714.510010
	Iteration 37Q: 3 clusters Score -4884321 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89598 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4884370.500000 Penalty: 3714.510010
	Iteration 38Q: 3 clusters Score -4884370 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89549 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4884410.000000 Penalty: 3714.510010
	Iteration 39Q: 3 clusters Score -4884410 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89517 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -4884426.000000 Penalty: 3714.510010
	Iteration 40F: 3 clusters Score -4884426 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89472 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -4884440.500000 Penalty: 3714.510010
	Iteration 41Q: 3 clusters Score -4884440 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89442 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -4884459.500000 Penalty: 3714.510010
	Iteration 42Q: 3 clusters Score -4884460 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89417 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -4884478.500000 Penalty: 3714.510010
	Iteration 43Q: 3 clusters Score -4884478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89401 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -4884485.000000 Penalty: 3714.510010
	Iteration 44Q: 3 clusters Score -4884485 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89388 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -4884503.000000 Penalty: 3714.510010
	Iteration 45Q: 3 clusters Score -4884503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89382 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4884501.500000 Penalty: 3714.510010
	Iteration 46Q: 3 clusters Score -4884502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89368 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -4884511.500000 Penalty: 3714.510010
	Iteration 47Q: 3 clusters Score -4884512 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89358 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -4884516.500000 Penalty: 3714.510010
	Iteration 48Q: 3 clusters Score -4884516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89346 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4884514.500000 Penalty: 3714.510010
	Iteration 49Q: 3 clusters Score -4884514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89335 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -4884517.500000 Penalty: 3714.510010
	Iteration 50Q: 3 clusters Score -4884518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89332 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -4884525.000000 Penalty: 3714.510010
	Iteration 51Q: 3 clusters Score -4884525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89328 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -4884521.000000 Penalty: 3714.510010
	Iteration 52Q: 3 clusters Score -4884521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89322 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -4884527.500000 Penalty: 3714.510010
	Iteration 53Q: 3 clusters Score -4884528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89318 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -4884538.500000 Penalty: 3714.510010
	Iteration 54Q: 3 clusters Score -4884538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89315 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4884534.000000 Penalty: 3714.510010
	Iteration 55Q: 3 clusters Score -4884534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89313 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -4884538.000000 Penalty: 3714.510010
	Iteration 56Q: 3 clusters Score -4884538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89313 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -4884535.000000 Penalty: 3714.510010
	Iteration 57Q: 3 clusters Score -4884535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89310 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -4884544.000000 Penalty: 3714.510010
	Iteration 58Q: 3 clusters Score -4884544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89309 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -4884545.000000 Penalty: 3714.510010
	Iteration 59Q: 3 clusters Score -4884545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89308 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -4884541.500000 Penalty: 3714.510010
	Iteration 60F: 3 clusters Score -4884542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89309 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -4884537.000000 Penalty: 3714.510010
	Iteration 61Q: 3 clusters Score -4884537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89309 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -4884534.500000 Penalty: 3714.510010
	Iteration 62Q: 3 clusters Score -4884534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89306 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4884536.000000 Penalty: 3714.510010
	Iteration 63Q: 3 clusters Score -4884536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89305 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4884541.500000 Penalty: 3714.510010
	Iteration 64Q: 3 clusters Score -4884542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89304 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -4884544.000000 Penalty: 3714.510010
	Iteration 65Q: 3 clusters Score -4884544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89302 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4884547.500000 Penalty: 3714.510010
	Iteration 66Q: 3 clusters Score -4884548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89302 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4884545.500000 Penalty: 3714.510010
	Iteration 67Q: 3 clusters Score -4884546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89303 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -4884545.000000 Penalty: 3714.510010
	Iteration 68Q: 3 clusters Score -4884545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89305 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4884544.000000 Penalty: 3714.510010
	Iteration 69Q: 3 clusters Score -4884544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89304 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -4884545.000000 Penalty: 3714.510010
	Iteration 70Q: 3 clusters Score -4884545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89303 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -4884547.500000 Penalty: 3714.510010
	Iteration 71Q: 3 clusters Score -4884548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89301 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -4884553.500000 Penalty: 3714.510010
	Iteration 72Q: 3 clusters Score -4884554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89299 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4884548.000000 Penalty: 3714.510010
	Iteration 73Q: 3 clusters Score -4884548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89296 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4884546.500000 Penalty: 3714.510010
	Iteration 74Q: 3 clusters Score -4884546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89294 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4884547.000000 Penalty: 3714.510010
	Iteration 75Q: 3 clusters Score -4884547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89287 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4884541.000000 Penalty: 3714.510010
	Iteration 76Q: 3 clusters Score -4884541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89283 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4884546.500000 Penalty: 3714.510010
	Iteration 77Q: 3 clusters Score -4884546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89277 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -4884546.000000 Penalty: 3714.510010
	Iteration 78Q: 3 clusters Score -4884546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89273 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4884546.000000 Penalty: 3714.510010
	Iteration 79Q: 3 clusters Score -4884546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89271 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4884548.500000 Penalty: 3714.510010
	Iteration 80F: 3 clusters Score -4884548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89270 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4884544.500000 Penalty: 3714.510010
	Iteration 81Q: 3 clusters Score -4884544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89269 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -4884548.000000 Penalty: 3714.510010
	Iteration 82Q: 3 clusters Score -4884548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89268 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -4884545.000000 Penalty: 3714.510010
	Iteration 83Q: 3 clusters Score -4884545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89267 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4884545.000000 Penalty: 3714.510010
	Iteration 84Q: 3 clusters Score -4884545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89266 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -4884548.000000 Penalty: 3714.510010
	Iteration 85Q: 3 clusters Score -4884548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89266 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -4884548.000000 Penalty: 3714.510010
	Iteration 86F: 3 clusters Score -4884548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Entering Unmasked Estep 
Score: -438859.281250 Penalty: 1464.154297
	Iteration 0F: 2 clusters Score -438859.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -432900.375000 Penalty: 2928.308594
	Iteration 0F: 3 clusters Score -432900.4 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -434703.375000 Penalty: 2928.308594
	Iteration 1F: 3 clusters Score -434703.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -434852.031250 Penalty: 2928.308594
	Iteration 2F: 3 clusters Score -434852 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -434948.250000 Penalty: 2928.308594
	Iteration 3Q: 3 clusters Score -434948.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -435021.031250 Penalty: 2928.308594
	Iteration 4Q: 3 clusters Score -435021 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -435086.437500 Penalty: 2928.308594
	Iteration 5Q: 3 clusters Score -435086.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -435139.125000 Penalty: 2928.308594
	Iteration 6Q: 3 clusters Score -435139.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -435186.000000 Penalty: 2928.308594
	Iteration 7Q: 3 clusters Score -435186 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -435233.468750 Penalty: 2928.308594
	Iteration 8Q: 3 clusters Score -435233.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -435283.343750 Penalty: 2928.308594
	Iteration 9Q: 3 clusters Score -435283.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -435349.937500 Penalty: 2928.308594
	Iteration 10Q: 3 clusters Score -435349.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -435441.031250 Penalty: 2928.308594
	Iteration 11Q: 3 clusters Score -435441 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -435544.062500 Penalty: 2928.308594
	Iteration 12Q: 3 clusters Score -435544.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -435675.937500 Penalty: 2928.308594
	Iteration 13Q: 3 clusters Score -435675.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -435857.468750 Penalty: 2928.308594
	Iteration 14Q: 3 clusters Score -435857.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -436123.718750 Penalty: 2928.308594
	Iteration 15Q: 3 clusters Score -436123.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -436412.062500 Penalty: 2928.308594
	Iteration 16Q: 3 clusters Score -436412.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -436738.312500 Penalty: 2928.308594
	Iteration 17Q: 3 clusters Score -436738.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -437015.375000 Penalty: 2928.308594
	Iteration 18Q: 3 clusters Score -437015.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -437203.062500 Penalty: 2928.308594
	Iteration 19Q: 3 clusters Score -437203.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -437326.906250 Penalty: 2928.308594
	Iteration 20F: 3 clusters Score -437326.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -437419.406250 Penalty: 2928.308594
	Iteration 21Q: 3 clusters Score -437419.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -437481.875000 Penalty: 2928.308594
	Iteration 22Q: 3 clusters Score -437481.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -437513.593750 Penalty: 2928.308594
	Iteration 23Q: 3 clusters Score -437513.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -437527.750000 Penalty: 2928.308594
	Iteration 24Q: 3 clusters Score -437527.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -437537.531250 Penalty: 2928.308594
	Iteration 25Q: 3 clusters Score -437537.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -437544.812500 Penalty: 2928.308594
	Iteration 26Q: 3 clusters Score -437544.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -437553.593750 Penalty: 2928.308594
	Iteration 27Q: 3 clusters Score -437553.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -437560.500000 Penalty: 2928.308594
	Iteration 28Q: 3 clusters Score -437560.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -437563.375000 Penalty: 2928.308594
	Iteration 29Q: 3 clusters Score -437563.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -437568.281250 Penalty: 2928.308594
	Iteration 30Q: 3 clusters Score -437568.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -437568.937500 Penalty: 2928.308594
	Iteration 31Q: 3 clusters Score -437568.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -437569.937500 Penalty: 2928.308594
	Iteration 32Q: 3 clusters Score -437569.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -437571.906250 Penalty: 2928.308594
	Iteration 33Q: 3 clusters Score -437571.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -437573.156250 Penalty: 2928.308594
	Iteration 34Q: 3 clusters Score -437573.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -437575.218750 Penalty: 2928.308594
	Iteration 35Q: 3 clusters Score -437575.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -437575.718750 Penalty: 2928.308594
	Iteration 36Q: 3 clusters Score -437575.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -437575.718750 Penalty: 2928.308594
	Iteration 37F: 3 clusters Score -437575.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -170443.609375 Penalty: 1318.041992
	Iteration 0F: 2 clusters Score -170443.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -167567.828125 Penalty: 2636.083984
	Iteration 0F: 3 clusters Score -167567.8 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -168278.750000 Penalty: 2636.083984
	Iteration 1F: 3 clusters Score -168278.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -168401.437500 Penalty: 2636.083984
	Iteration 2F: 3 clusters Score -168401.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -168463.703125 Penalty: 2636.083984
	Iteration 3Q: 3 clusters Score -168463.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -168501.265625 Penalty: 2636.083984
	Iteration 4Q: 3 clusters Score -168501.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -168530.765625 Penalty: 2636.083984
	Iteration 5Q: 3 clusters Score -168530.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -168559.968750 Penalty: 2636.083984
	Iteration 6Q: 3 clusters Score -168560 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -168582.390625 Penalty: 2636.083984
	Iteration 7Q: 3 clusters Score -168582.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -168603.562500 Penalty: 2636.083984
	Iteration 8Q: 3 clusters Score -168603.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -168630.546875 Penalty: 2636.083984
	Iteration 9Q: 3 clusters Score -168630.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -168668.500000 Penalty: 2636.083984
	Iteration 10Q: 3 clusters Score -168668.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -168725.562500 Penalty: 2636.083984
	Iteration 11Q: 3 clusters Score -168725.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -168780.046875 Penalty: 2636.083984
	Iteration 12Q: 3 clusters Score -168780 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -168878.875000 Penalty: 2636.083984
	Iteration 13Q: 3 clusters Score -168878.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -169056.062500 Penalty: 2636.083984
	Iteration 14Q: 3 clusters Score -169056.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -169214.531250 Penalty: 2636.083984
	Iteration 15Q: 3 clusters Score -169214.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -169330.625000 Penalty: 2636.083984
	Iteration 16Q: 3 clusters Score -169330.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -169413.421875 Penalty: 2636.083984
	Iteration 17Q: 3 clusters Score -169413.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -169471.296875 Penalty: 2636.083984
	Iteration 18Q: 3 clusters Score -169471.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -169510.703125 Penalty: 2636.083984
	Iteration 19Q: 3 clusters Score -169510.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -169535.937500 Penalty: 2636.083984
	Iteration 20F: 3 clusters Score -169535.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -169549.187500 Penalty: 2636.083984
	Iteration 21Q: 3 clusters Score -169549.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -169563.734375 Penalty: 2636.083984
	Iteration 22Q: 3 clusters Score -169563.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -169573.062500 Penalty: 2636.083984
	Iteration 23Q: 3 clusters Score -169573.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -169581.640625 Penalty: 2636.083984
	Iteration 24Q: 3 clusters Score -169581.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -169586.312500 Penalty: 2636.083984
	Iteration 25Q: 3 clusters Score -169586.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -169589.062500 Penalty: 2636.083984
	Iteration 26Q: 3 clusters Score -169589.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -169590.187500 Penalty: 2636.083984
	Iteration 27Q: 3 clusters Score -169590.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -169590.187500 Penalty: 2636.083984
	Iteration 28F: 3 clusters Score -169590.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Entering Unmasked Estep 
Score: -801417.687500 Penalty: 1559.649780
	Iteration 0F: 2 clusters Score -801417.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -791216.687500 Penalty: 3119.299561
	Iteration 0F: 3 clusters Score -791216.7 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -794741.875000 Penalty: 3119.299561
	Iteration 1F: 3 clusters Score -794741.9 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -795057.250000 Penalty: 3119.299561
	Iteration 2F: 3 clusters Score -795057.2 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -795381.562500 Penalty: 3119.299561
	Iteration 3Q: 3 clusters Score -795381.6 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -795677.937500 Penalty: 3119.299561
	Iteration 4Q: 3 clusters Score -795677.9 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -795949.312500 Penalty: 3119.299561
	Iteration 5Q: 3 clusters Score -795949.3 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -796233.687500 Penalty: 3119.299561
	Iteration 6Q: 3 clusters Score -796233.7 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -796604.312500 Penalty: 3119.299561
	Iteration 7Q: 3 clusters Score -796604.3 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -797040.125000 Penalty: 3119.299561
	Iteration 8Q: 3 clusters Score -797040.1 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -797511.312500 Penalty: 3119.299561
	Iteration 9Q: 3 clusters Score -797511.3 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -797996.000000 Penalty: 3119.299561
	Iteration 10Q: 3 clusters Score -797996 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -798299.000000 Penalty: 3119.299561
	Iteration 11Q: 3 clusters Score -798299 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -798482.812500 Penalty: 3119.299561
	Iteration 12Q: 3 clusters Score -798482.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -798606.312500 Penalty: 3119.299561
	Iteration 13Q: 3 clusters Score -798606.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -798694.000000 Penalty: 3119.299561
	Iteration 14Q: 3 clusters Score -798694 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -798766.562500 Penalty: 3119.299561
	Iteration 15Q: 3 clusters Score -798766.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -798828.687500 Penalty: 3119.299561
	Iteration 16Q: 3 clusters Score -798828.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -798884.000000 Penalty: 3119.299561
	Iteration 17Q: 3 clusters Score -798884 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -798938.250000 Penalty: 3119.299561
	Iteration 18Q: 3 clusters Score -798938.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -798991.062500 Penalty: 3119.299561
	Iteration 19Q: 3 clusters Score -798991.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -799053.062500 Penalty: 3119.299561
	Iteration 20F: 3 clusters Score -799053.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -799127.125000 Penalty: 3119.299561
	Iteration 21Q: 3 clusters Score -799127.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -799194.937500 Penalty: 3119.299561
	Iteration 22Q: 3 clusters Score -799194.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -799263.687500 Penalty: 3119.299561
	Iteration 23Q: 3 clusters Score -799263.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -799329.187500 Penalty: 3119.299561
	Iteration 24Q: 3 clusters Score -799329.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -799395.250000 Penalty: 3119.299561
	Iteration 25Q: 3 clusters Score -799395.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -799457.062500 Penalty: 3119.299561
	Iteration 26Q: 3 clusters Score -799457.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -799510.687500 Penalty: 3119.299561
	Iteration 27Q: 3 clusters Score -799510.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -799563.500000 Penalty: 3119.299561
	Iteration 28Q: 3 clusters Score -799563.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -799608.375000 Penalty: 3119.299561
	Iteration 29Q: 3 clusters Score -799608.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -799655.375000 Penalty: 3119.299561
	Iteration 30Q: 3 clusters Score -799655.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -799698.812500 Penalty: 3119.299561
	Iteration 31Q: 3 clusters Score -799698.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -799738.375000 Penalty: 3119.299561
	Iteration 32Q: 3 clusters Score -799738.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -799768.062500 Penalty: 3119.299561
	Iteration 33Q: 3 clusters Score -799768.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -799796.625000 Penalty: 3119.299561
	Iteration 34Q: 3 clusters Score -799796.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -799829.000000 Penalty: 3119.299561
	Iteration 35Q: 3 clusters Score -799829 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -799860.875000 Penalty: 3119.299561
	Iteration 36Q: 3 clusters Score -799860.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -799881.000000 Penalty: 3119.299561
	Iteration 37Q: 3 clusters Score -799881 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -799901.625000 Penalty: 3119.299561
	Iteration 38Q: 3 clusters Score -799901.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -799921.375000 Penalty: 3119.299561
	Iteration 39Q: 3 clusters Score -799921.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -799938.687500 Penalty: 3119.299561
	Iteration 40F: 3 clusters Score -799938.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -799956.687500 Penalty: 3119.299561
	Iteration 41Q: 3 clusters Score -799956.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -799974.437500 Penalty: 3119.299561
	Iteration 42Q: 3 clusters Score -799974.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -799992.000000 Penalty: 3119.299561
	Iteration 43Q: 3 clusters Score -799992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -800006.437500 Penalty: 3119.299561
	Iteration 44Q: 3 clusters Score -800006.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -800021.437500 Penalty: 3119.299561
	Iteration 45Q: 3 clusters Score -800021.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -800030.375000 Penalty: 3119.299561
	Iteration 46Q: 3 clusters Score -800030.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -800044.062500 Penalty: 3119.299561
	Iteration 47Q: 3 clusters Score -800044.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -800055.375000 Penalty: 3119.299561
	Iteration 48Q: 3 clusters Score -800055.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -800066.812500 Penalty: 3119.299561
	Iteration 49Q: 3 clusters Score -800066.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -800075.187500 Penalty: 3119.299561
	Iteration 50Q: 3 clusters Score -800075.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -800084.000000 Penalty: 3119.299561
	Iteration 51Q: 3 clusters Score -800084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -800086.812500 Penalty: 3119.299561
	Iteration 52Q: 3 clusters Score -800086.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -800094.000000 Penalty: 3119.299561
	Iteration 53Q: 3 clusters Score -800094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -800098.437500 Penalty: 3119.299561
	Iteration 54Q: 3 clusters Score -800098.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -800107.375000 Penalty: 3119.299561
	Iteration 55Q: 3 clusters Score -800107.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -800113.312500 Penalty: 3119.299561
	Iteration 56Q: 3 clusters Score -800113.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -800118.062500 Penalty: 3119.299561
	Iteration 57Q: 3 clusters Score -800118.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -800118.375000 Penalty: 3119.299561
	Iteration 58Q: 3 clusters Score -800118.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -800119.375000 Penalty: 3119.299561
	Iteration 59Q: 3 clusters Score -800119.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -800120.937500 Penalty: 3119.299561
	Iteration 60F: 3 clusters Score -800120.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -800119.937500 Penalty: 3119.299561
	Iteration 61Q: 3 clusters Score -800119.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -800120.250000 Penalty: 3119.299561
	Iteration 62Q: 3 clusters Score -800120.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -800120.250000 Penalty: 3119.299561
	Iteration 63F: 3 clusters Score -800120.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Entering Unmasked Estep 
Score: -3171483.000000 Penalty: 1785.294434
	Iteration 0F: 2 clusters Score -3171483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -3131856.750000 Penalty: 3570.588867
	Iteration 0F: 3 clusters Score -3131857 nChanged 28012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -3147430.000000 Penalty: 3570.588867
	Iteration 1F: 3 clusters Score -3147430 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -3147906.250000 Penalty: 3570.588867
	Iteration 2Q: 3 clusters Score -3147906 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -3148510.250000 Penalty: 3570.588867
	Iteration 3Q: 3 clusters Score -3148510 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -3149290.750000 Penalty: 3570.588867
	Iteration 4Q: 3 clusters Score -3149291 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -3150487.500000 Penalty: 3570.588867
	Iteration 5Q: 3 clusters Score -3150488 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -3152578.750000 Penalty: 3570.588867
	Iteration 6F: 3 clusters Score -3152579 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -3155925.250000 Penalty: 3570.588867
	Iteration 7F: 3 clusters Score -3155925 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49118 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -3160324.250000 Penalty: 3570.588867
	Iteration 8F: 3 clusters Score -3160324 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -3164718.500000 Penalty: 3570.588867
	Iteration 9F: 3 clusters Score -3164718 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56774 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3167730.000000 Penalty: 3570.588867
	Iteration 10F: 3 clusters Score -3167730 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58224 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3169139.750000 Penalty: 3570.588867
	Iteration 11Q: 3 clusters Score -3169140 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3169606.000000 Penalty: 3570.588867
	Iteration 12Q: 3 clusters Score -3169606 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58868 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3169759.250000 Penalty: 3570.588867
	Iteration 13Q: 3 clusters Score -3169759 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58905 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -3169824.250000 Penalty: 3570.588867
	Iteration 14Q: 3 clusters Score -3169824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58918 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -3169845.750000 Penalty: 3570.588867
	Iteration 15Q: 3 clusters Score -3169846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -3169856.000000 Penalty: 3570.588867
	Iteration 16Q: 3 clusters Score -3169856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58929 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -3169864.500000 Penalty: 3570.588867
	Iteration 17Q: 3 clusters Score -3169864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -3169866.750000 Penalty: 3570.588867
	Iteration 18Q: 3 clusters Score -3169867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -3169866.750000 Penalty: 3570.588867
	Iteration 19F: 3 clusters Score -3169867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Entering Unmasked Estep 
Score: -737364.125000 Penalty: 1556.778931
	Iteration 0F: 2 clusters Score -737364.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -727223.625000 Penalty: 3113.557861
	Iteration 0F: 3 clusters Score -727223.6 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -730693.250000 Penalty: 3113.557861
	Iteration 1F: 3 clusters Score -730693.2 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -731008.437500 Penalty: 3113.557861
	Iteration 2F: 3 clusters Score -731008.4 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -731332.500000 Penalty: 3113.557861
	Iteration 3Q: 3 clusters Score -731332.5 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -731691.812500 Penalty: 3113.557861
	Iteration 4Q: 3 clusters Score -731691.8 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -732147.375000 Penalty: 3113.557861
	Iteration 5Q: 3 clusters Score -732147.4 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -732784.000000 Penalty: 3113.557861
	Iteration 6F: 3 clusters Score -732784 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -733534.250000 Penalty: 3113.557861
	Iteration 7F: 3 clusters Score -733534.2 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -734307.062500 Penalty: 3113.557861
	Iteration 8F: 3 clusters Score -734307.1 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -735001.812500 Penalty: 3113.557861
	Iteration 9F: 3 clusters Score -735001.8 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -735583.875000 Penalty: 3113.557861
	Iteration 10Q: 3 clusters Score -735583.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -736147.937500 Penalty: 3113.557861
	Iteration 11Q: 3 clusters Score -736147.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -736574.375000 Penalty: 3113.557861
	Iteration 12Q: 3 clusters Score -736574.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -736896.562500 Penalty: 3113.557861
	Iteration 13Q: 3 clusters Score -736896.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -737047.500000 Penalty: 3113.557861
	Iteration 14Q: 3 clusters Score -737047.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -737116.062500 Penalty: 3113.557861
	Iteration 15Q: 3 clusters Score -737116.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -737145.437500 Penalty: 3113.557861
	Iteration 16Q: 3 clusters Score -737145.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -737165.750000 Penalty: 3113.557861
	Iteration 17Q: 3 clusters Score -737165.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -737175.625000 Penalty: 3113.557861
	Iteration 18Q: 3 clusters Score -737175.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -737181.187500 Penalty: 3113.557861
	Iteration 19Q: 3 clusters Score -737181.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -737193.125000 Penalty: 3113.557861
	Iteration 20F: 3 clusters Score -737193.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -737197.562500 Penalty: 3113.557861
	Iteration 21Q: 3 clusters Score -737197.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -737209.750000 Penalty: 3113.557861
	Iteration 22Q: 3 clusters Score -737209.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -737210.625000 Penalty: 3113.557861
	Iteration 23Q: 3 clusters Score -737210.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -737215.687500 Penalty: 3113.557861
	Iteration 24Q: 3 clusters Score -737215.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -737225.937500 Penalty: 3113.557861
	Iteration 25Q: 3 clusters Score -737225.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -737226.750000 Penalty: 3113.557861
	Iteration 26Q: 3 clusters Score -737226.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -737230.375000 Penalty: 3113.557861
	Iteration 27Q: 3 clusters Score -737230.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -737236.062500 Penalty: 3113.557861
	Iteration 28Q: 3 clusters Score -737236.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -737242.437500 Penalty: 3113.557861
	Iteration 29Q: 3 clusters Score -737242.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -737245.187500 Penalty: 3113.557861
	Iteration 30Q: 3 clusters Score -737245.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -737249.625000 Penalty: 3113.557861
	Iteration 31Q: 3 clusters Score -737249.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -737250.562500 Penalty: 3113.557861
	Iteration 32Q: 3 clusters Score -737250.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -737253.750000 Penalty: 3113.557861
	Iteration 33Q: 3 clusters Score -737253.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -737259.937500 Penalty: 3113.557861
	Iteration 34Q: 3 clusters Score -737259.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -737266.625000 Penalty: 3113.557861
	Iteration 35Q: 3 clusters Score -737266.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -737276.125000 Penalty: 3113.557861
	Iteration 36Q: 3 clusters Score -737276.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -737280.625000 Penalty: 3113.557861
	Iteration 37Q: 3 clusters Score -737280.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -737282.937500 Penalty: 3113.557861
	Iteration 38Q: 3 clusters Score -737282.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -737288.750000 Penalty: 3113.557861
	Iteration 39Q: 3 clusters Score -737288.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -737290.812500 Penalty: 3113.557861
	Iteration 40F: 3 clusters Score -737290.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -737296.187500 Penalty: 3113.557861
	Iteration 41Q: 3 clusters Score -737296.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -737301.187500 Penalty: 3113.557861
	Iteration 42Q: 3 clusters Score -737301.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -737302.000000 Penalty: 3113.557861
	Iteration 43Q: 3 clusters Score -737302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -737302.687500 Penalty: 3113.557861
	Iteration 44Q: 3 clusters Score -737302.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -737308.875000 Penalty: 3113.557861
	Iteration 45Q: 3 clusters Score -737308.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -737311.812500 Penalty: 3113.557861
	Iteration 46Q: 3 clusters Score -737311.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -737315.000000 Penalty: 3113.557861
	Iteration 47Q: 3 clusters Score -737315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -737316.000000 Penalty: 3113.557861
	Iteration 48Q: 3 clusters Score -737316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -737319.375000 Penalty: 3113.557861
	Iteration 49Q: 3 clusters Score -737319.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -737320.500000 Penalty: 3113.557861
	Iteration 50Q: 3 clusters Score -737320.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -737321.187500 Penalty: 3113.557861
	Iteration 51Q: 3 clusters Score -737321.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -737324.875000 Penalty: 3113.557861
	Iteration 52Q: 3 clusters Score -737324.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -737323.562500 Penalty: 3113.557861
	Iteration 53Q: 3 clusters Score -737323.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -737325.125000 Penalty: 3113.557861
	Iteration 54Q: 3 clusters Score -737325.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -737325.687500 Penalty: 3113.557861
	Iteration 55Q: 3 clusters Score -737325.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -737327.750000 Penalty: 3113.557861
	Iteration 56Q: 3 clusters Score -737327.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -737327.375000 Penalty: 3113.557861
	Iteration 57Q: 3 clusters Score -737327.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -737327.437500 Penalty: 3113.557861
	Iteration 58Q: 3 clusters Score -737327.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -737327.437500 Penalty: 3113.557861
	Iteration 59Q: 3 clusters Score -737327.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -737327.937500 Penalty: 3113.557861
	Iteration 60F: 3 clusters Score -737327.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -737327.062500 Penalty: 3113.557861
	Iteration 61Q: 3 clusters Score -737327.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -737325.625000 Penalty: 3113.557861
	Iteration 62Q: 3 clusters Score -737325.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -737326.125000 Penalty: 3113.557861
	Iteration 63Q: 3 clusters Score -737326.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -737326.125000 Penalty: 3113.557861
	Iteration 64F: 3 clusters Score -737326.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Entering Unmasked Estep 
Score: -1748953.625000 Penalty: 1695.820801
	Iteration 0F: 2 clusters Score -1748954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -1726130.875000 Penalty: 3391.641602
	Iteration 0F: 3 clusters Score -1726131 nChanged 15645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -1734942.500000 Penalty: 3391.641602
	Iteration 1F: 3 clusters Score -1734942 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1735753.125000 Penalty: 3391.641602
	Iteration 2F: 3 clusters Score -1735753 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1736767.375000 Penalty: 3391.641602
	Iteration 3F: 3 clusters Score -1736767 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1738084.000000 Penalty: 3391.641602
	Iteration 4F: 3 clusters Score -1738084 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1739746.250000 Penalty: 3391.641602
	Iteration 5F: 3 clusters Score -1739746 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1741544.000000 Penalty: 3391.641602
	Iteration 6F: 3 clusters Score -1741544 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1743122.500000 Penalty: 3391.641602
	Iteration 7F: 3 clusters Score -1743122 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1744424.125000 Penalty: 3391.641602
	Iteration 8Q: 3 clusters Score -1744424 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1745367.000000 Penalty: 3391.641602
	Iteration 9Q: 3 clusters Score -1745367 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1745993.000000 Penalty: 3391.641602
	Iteration 10Q: 3 clusters Score -1745993 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1746415.250000 Penalty: 3391.641602
	Iteration 11Q: 3 clusters Score -1746415 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1746687.375000 Penalty: 3391.641602
	Iteration 12Q: 3 clusters Score -1746687 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1746889.125000 Penalty: 3391.641602
	Iteration 13Q: 3 clusters Score -1746889 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1747049.250000 Penalty: 3391.641602
	Iteration 14Q: 3 clusters Score -1747049 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1747167.125000 Penalty: 3391.641602
	Iteration 15Q: 3 clusters Score -1747167 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1747260.625000 Penalty: 3391.641602
	Iteration 16Q: 3 clusters Score -1747261 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1747325.500000 Penalty: 3391.641602
	Iteration 17Q: 3 clusters Score -1747326 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1747399.375000 Penalty: 3391.641602
	Iteration 18Q: 3 clusters Score -1747399 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1747464.125000 Penalty: 3391.641602
	Iteration 19Q: 3 clusters Score -1747464 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1747517.250000 Penalty: 3391.641602
	Iteration 20F: 3 clusters Score -1747517 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1747555.375000 Penalty: 3391.641602
	Iteration 21Q: 3 clusters Score -1747555 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1747576.750000 Penalty: 3391.641602
	Iteration 22Q: 3 clusters Score -1747577 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1747607.625000 Penalty: 3391.641602
	Iteration 23Q: 3 clusters Score -1747608 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1747629.500000 Penalty: 3391.641602
	Iteration 24Q: 3 clusters Score -1747630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1747645.875000 Penalty: 3391.641602
	Iteration 25Q: 3 clusters Score -1747646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1747654.375000 Penalty: 3391.641602
	Iteration 26Q: 3 clusters Score -1747654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1747659.625000 Penalty: 3391.641602
	Iteration 27Q: 3 clusters Score -1747660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1747668.375000 Penalty: 3391.641602
	Iteration 28Q: 3 clusters Score -1747668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1747670.125000 Penalty: 3391.641602
	Iteration 29Q: 3 clusters Score -1747670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1747677.625000 Penalty: 3391.641602
	Iteration 30Q: 3 clusters Score -1747678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1747679.375000 Penalty: 3391.641602
	Iteration 31Q: 3 clusters Score -1747679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1747678.625000 Penalty: 3391.641602
	Iteration 32Q: 3 clusters Score -1747679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1747677.625000 Penalty: 3391.641602
	Iteration 33Q: 3 clusters Score -1747678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1747679.625000 Penalty: 3391.641602
	Iteration 34Q: 3 clusters Score -1747680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1747677.875000 Penalty: 3391.641602
	Iteration 35Q: 3 clusters Score -1747678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1747678.875000 Penalty: 3391.641602
	Iteration 36Q: 3 clusters Score -1747679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1747681.250000 Penalty: 3391.641602
	Iteration 37Q: 3 clusters Score -1747681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1747681.625000 Penalty: 3391.641602
	Iteration 38Q: 3 clusters Score -1747682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1747682.500000 Penalty: 3391.641602
	Iteration 39Q: 3 clusters Score -1747682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1747682.000000 Penalty: 3391.641602
	Iteration 40F: 3 clusters Score -1747682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1747682.375000 Penalty: 3391.641602
	Iteration 41Q: 3 clusters Score -1747682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1747684.250000 Penalty: 3391.641602
	Iteration 42Q: 3 clusters Score -1747684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1747682.625000 Penalty: 3391.641602
	Iteration 43Q: 3 clusters Score -1747683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1747682.625000 Penalty: 3391.641602
	Iteration 44F: 3 clusters Score -1747683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Entering Unmasked Estep 
Score: -434440.281250 Penalty: 1473.470215
	Iteration 0F: 2 clusters Score -434440.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -428108.531250 Penalty: 2946.940430
	Iteration 0F: 3 clusters Score -428108.5 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -430113.000000 Penalty: 2946.940430
	Iteration 1F: 3 clusters Score -430113 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -430446.937500 Penalty: 2946.940430
	Iteration 2F: 3 clusters Score -430446.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -430763.343750 Penalty: 2946.940430
	Iteration 3F: 3 clusters Score -430763.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -431069.406250 Penalty: 2946.940430
	Iteration 4F: 3 clusters Score -431069.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -431368.093750 Penalty: 2946.940430
	Iteration 5F: 3 clusters Score -431368.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -431625.343750 Penalty: 2946.940430
	Iteration 6Q: 3 clusters Score -431625.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -431904.875000 Penalty: 2946.940430
	Iteration 7Q: 3 clusters Score -431904.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -432186.718750 Penalty: 2946.940430
	Iteration 8Q: 3 clusters Score -432186.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -432420.406250 Penalty: 2946.940430
	Iteration 9Q: 3 clusters Score -432420.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -432631.218750 Penalty: 2946.940430
	Iteration 10Q: 3 clusters Score -432631.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -432800.562500 Penalty: 2946.940430
	Iteration 11Q: 3 clusters Score -432800.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -432942.187500 Penalty: 2946.940430
	Iteration 12Q: 3 clusters Score -432942.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -433068.218750 Penalty: 2946.940430
	Iteration 13Q: 3 clusters Score -433068.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -433160.187500 Penalty: 2946.940430
	Iteration 14Q: 3 clusters Score -433160.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -433241.062500 Penalty: 2946.940430
	Iteration 15Q: 3 clusters Score -433241.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -433320.375000 Penalty: 2946.940430
	Iteration 16Q: 3 clusters Score -433320.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -433389.406250 Penalty: 2946.940430
	Iteration 17Q: 3 clusters Score -433389.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -433438.656250 Penalty: 2946.940430
	Iteration 18Q: 3 clusters Score -433438.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -433492.062500 Penalty: 2946.940430
	Iteration 19Q: 3 clusters Score -433492.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -433542.375000 Penalty: 2946.940430
	Iteration 20F: 3 clusters Score -433542.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -433579.218750 Penalty: 2946.940430
	Iteration 21Q: 3 clusters Score -433579.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -433608.968750 Penalty: 2946.940430
	Iteration 22Q: 3 clusters Score -433609 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -433628.093750 Penalty: 2946.940430
	Iteration 23Q: 3 clusters Score -433628.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -433649.937500 Penalty: 2946.940430
	Iteration 24Q: 3 clusters Score -433649.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -433674.625000 Penalty: 2946.940430
	Iteration 25Q: 3 clusters Score -433674.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -433688.218750 Penalty: 2946.940430
	Iteration 26Q: 3 clusters Score -433688.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -433699.968750 Penalty: 2946.940430
	Iteration 27Q: 3 clusters Score -433700 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -433711.062500 Penalty: 2946.940430
	Iteration 28Q: 3 clusters Score -433711.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -433723.593750 Penalty: 2946.940430
	Iteration 29Q: 3 clusters Score -433723.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -433733.968750 Penalty: 2946.940430
	Iteration 30Q: 3 clusters Score -433734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -433741.937500 Penalty: 2946.940430
	Iteration 31Q: 3 clusters Score -433741.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -433748.906250 Penalty: 2946.940430
	Iteration 32Q: 3 clusters Score -433748.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -433752.937500 Penalty: 2946.940430
	Iteration 33Q: 3 clusters Score -433752.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -433756.312500 Penalty: 2946.940430
	Iteration 34Q: 3 clusters Score -433756.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -433755.937500 Penalty: 2946.940430
	Iteration 35Q: 3 clusters Score -433755.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -433757.625000 Penalty: 2946.940430
	Iteration 36Q: 3 clusters Score -433757.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -433760.468750 Penalty: 2946.940430
	Iteration 37Q: 3 clusters Score -433760.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -433760.968750 Penalty: 2946.940430
	Iteration 38Q: 3 clusters Score -433761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -433761.625000 Penalty: 2946.940430
	Iteration 39Q: 3 clusters Score -433761.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -433764.000000 Penalty: 2946.940430
	Iteration 40F: 3 clusters Score -433764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -433763.531250 Penalty: 2946.940430
	Iteration 41Q: 3 clusters Score -433763.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -433764.343750 Penalty: 2946.940430
	Iteration 42Q: 3 clusters Score -433764.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -433766.125000 Penalty: 2946.940430
	Iteration 43Q: 3 clusters Score -433766.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -433768.218750 Penalty: 2946.940430
	Iteration 44Q: 3 clusters Score -433768.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -433770.093750 Penalty: 2946.940430
	Iteration 45Q: 3 clusters Score -433770.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -433771.343750 Penalty: 2946.940430
	Iteration 46Q: 3 clusters Score -433771.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -433775.031250 Penalty: 2946.940430
	Iteration 47Q: 3 clusters Score -433775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -433777.312500 Penalty: 2946.940430
	Iteration 48Q: 3 clusters Score -433777.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -433778.656250 Penalty: 2946.940430
	Iteration 49Q: 3 clusters Score -433778.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -433779.281250 Penalty: 2946.940430
	Iteration 50Q: 3 clusters Score -433779.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -433780.718750 Penalty: 2946.940430
	Iteration 51Q: 3 clusters Score -433780.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -433781.812500 Penalty: 2946.940430
	Iteration 52Q: 3 clusters Score -433781.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -433784.281250 Penalty: 2946.940430
	Iteration 53Q: 3 clusters Score -433784.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -433784.062500 Penalty: 2946.940430
	Iteration 54Q: 3 clusters Score -433784.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -433786.593750 Penalty: 2946.940430
	Iteration 55Q: 3 clusters Score -433786.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -433786.218750 Penalty: 2946.940430
	Iteration 56Q: 3 clusters Score -433786.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -433788.187500 Penalty: 2946.940430
	Iteration 57Q: 3 clusters Score -433788.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -433787.625000 Penalty: 2946.940430
	Iteration 58Q: 3 clusters Score -433787.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -433787.843750 Penalty: 2946.940430
	Iteration 59Q: 3 clusters Score -433787.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -433788.218750 Penalty: 2946.940430
	Iteration 60F: 3 clusters Score -433788.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -433788.750000 Penalty: 2946.940430
	Iteration 61Q: 3 clusters Score -433788.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -433788.750000 Penalty: 2946.940430
	Iteration 62F: 3 clusters Score -433788.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Entering Unmasked Estep 
Score: -358377.062500 Penalty: 1434.868164
	Iteration 0F: 2 clusters Score -358377.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -353220.843750 Penalty: 2869.736328
	Iteration 0F: 3 clusters Score -353220.8 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -354771.031250 Penalty: 2869.736328
	Iteration 1F: 3 clusters Score -354771 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -354942.781250 Penalty: 2869.736328
	Iteration 2F: 3 clusters Score -354942.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -355075.500000 Penalty: 2869.736328
	Iteration 3Q: 3 clusters Score -355075.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -355194.187500 Penalty: 2869.736328
	Iteration 4Q: 3 clusters Score -355194.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -355306.000000 Penalty: 2869.736328
	Iteration 5Q: 3 clusters Score -355306 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -355422.906250 Penalty: 2869.736328
	Iteration 6Q: 3 clusters Score -355422.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -355548.625000 Penalty: 2869.736328
	Iteration 7Q: 3 clusters Score -355548.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -355666.718750 Penalty: 2869.736328
	Iteration 8Q: 3 clusters Score -355666.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -355785.187500 Penalty: 2869.736328
	Iteration 9Q: 3 clusters Score -355785.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -355896.843750 Penalty: 2869.736328
	Iteration 10Q: 3 clusters Score -355896.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -356010.343750 Penalty: 2869.736328
	Iteration 11Q: 3 clusters Score -356010.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -356133.468750 Penalty: 2869.736328
	Iteration 12Q: 3 clusters Score -356133.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -356252.843750 Penalty: 2869.736328
	Iteration 13Q: 3 clusters Score -356252.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -356356.093750 Penalty: 2869.736328
	Iteration 14Q: 3 clusters Score -356356.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -356468.781250 Penalty: 2869.736328
	Iteration 15Q: 3 clusters Score -356468.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -356578.656250 Penalty: 2869.736328
	Iteration 16Q: 3 clusters Score -356578.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -356674.843750 Penalty: 2869.736328
	Iteration 17Q: 3 clusters Score -356674.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -356771.812500 Penalty: 2869.736328
	Iteration 18Q: 3 clusters Score -356771.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -356847.125000 Penalty: 2869.736328
	Iteration 19Q: 3 clusters Score -356847.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -356915.437500 Penalty: 2869.736328
	Iteration 20F: 3 clusters Score -356915.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -356969.718750 Penalty: 2869.736328
	Iteration 21Q: 3 clusters Score -356969.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -357011.468750 Penalty: 2869.736328
	Iteration 22Q: 3 clusters Score -357011.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -357048.968750 Penalty: 2869.736328
	Iteration 23Q: 3 clusters Score -357049 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -357077.375000 Penalty: 2869.736328
	Iteration 24Q: 3 clusters Score -357077.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -357104.937500 Penalty: 2869.736328
	Iteration 25Q: 3 clusters Score -357104.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -357123.906250 Penalty: 2869.736328
	Iteration 26Q: 3 clusters Score -357123.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -357136.406250 Penalty: 2869.736328
	Iteration 27Q: 3 clusters Score -357136.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -357148.468750 Penalty: 2869.736328
	Iteration 28Q: 3 clusters Score -357148.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -357156.468750 Penalty: 2869.736328
	Iteration 29Q: 3 clusters Score -357156.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -357167.281250 Penalty: 2869.736328
	Iteration 30Q: 3 clusters Score -357167.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -357176.312500 Penalty: 2869.736328
	Iteration 31Q: 3 clusters Score -357176.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -357179.968750 Penalty: 2869.736328
	Iteration 32Q: 3 clusters Score -357180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -357181.593750 Penalty: 2869.736328
	Iteration 33Q: 3 clusters Score -357181.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -357182.468750 Penalty: 2869.736328
	Iteration 34Q: 3 clusters Score -357182.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -357183.250000 Penalty: 2869.736328
	Iteration 35Q: 3 clusters Score -357183.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -357184.906250 Penalty: 2869.736328
	Iteration 36Q: 3 clusters Score -357184.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -357186.750000 Penalty: 2869.736328
	Iteration 37Q: 3 clusters Score -357186.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -357187.156250 Penalty: 2869.736328
	Iteration 38Q: 3 clusters Score -357187.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -357188.250000 Penalty: 2869.736328
	Iteration 39Q: 3 clusters Score -357188.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -357188.625000 Penalty: 2869.736328
	Iteration 40F: 3 clusters Score -357188.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -357190.781250 Penalty: 2869.736328
	Iteration 41Q: 3 clusters Score -357190.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -357192.812500 Penalty: 2869.736328
	Iteration 42Q: 3 clusters Score -357192.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -357195.500000 Penalty: 2869.736328
	Iteration 43Q: 3 clusters Score -357195.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -357195.218750 Penalty: 2869.736328
	Iteration 44Q: 3 clusters Score -357195.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -357195.406250 Penalty: 2869.736328
	Iteration 45Q: 3 clusters Score -357195.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -357197.343750 Penalty: 2869.736328
	Iteration 46Q: 3 clusters Score -357197.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -357197.875000 Penalty: 2869.736328
	Iteration 47Q: 3 clusters Score -357197.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -357197.875000 Penalty: 2869.736328
	Iteration 48F: 3 clusters Score -357197.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -43569.523438 Penalty: 1118.062378
	Iteration 0F: 2 clusters Score -43569.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -42168.683594 Penalty: 2236.124756
	Iteration 0F: 3 clusters Score -42168.68 nChanged 287
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: -42376.230469 Penalty: 2236.124756
	Iteration 1F: 3 clusters Score -42376.23 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -42422.210938 Penalty: 2236.124756
	Iteration 2F: 3 clusters Score -42422.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -42459.722656 Penalty: 2236.124756
	Iteration 3Q: 3 clusters Score -42459.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -42485.230469 Penalty: 2236.124756
	Iteration 4Q: 3 clusters Score -42485.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -42499.683594 Penalty: 2236.124756
	Iteration 5Q: 3 clusters Score -42499.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -42517.964844 Penalty: 2236.124756
	Iteration 6Q: 3 clusters Score -42517.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -42536.250000 Penalty: 2236.124756
	Iteration 7Q: 3 clusters Score -42536.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -42547.949219 Penalty: 2236.124756
	Iteration 8Q: 3 clusters Score -42547.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -42554.488281 Penalty: 2236.124756
	Iteration 9Q: 3 clusters Score -42554.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -42568.871094 Penalty: 2236.124756
	Iteration 10Q: 3 clusters Score -42568.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -42580.726562 Penalty: 2236.124756
	Iteration 11Q: 3 clusters Score -42580.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -42584.015625 Penalty: 2236.124756
	Iteration 12Q: 3 clusters Score -42584.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -42589.757812 Penalty: 2236.124756
	Iteration 13Q: 3 clusters Score -42589.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -42593.218750 Penalty: 2236.124756
	Iteration 14Q: 3 clusters Score -42593.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -42596.570312 Penalty: 2236.124756
	Iteration 15Q: 3 clusters Score -42596.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -42599.667969 Penalty: 2236.124756
	Iteration 16Q: 3 clusters Score -42599.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -42603.324219 Penalty: 2236.124756
	Iteration 17Q: 3 clusters Score -42603.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -42604.093750 Penalty: 2236.124756
	Iteration 18Q: 3 clusters Score -42604.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -42604.093750 Penalty: 2236.124756
	Iteration 19F: 3 clusters Score -42604.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Entering Unmasked Estep 
Score: -213391.359375 Penalty: 1363.307983
	Iteration 0F: 2 clusters Score -213391.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -209794.812500 Penalty: 2726.615967
	Iteration 0F: 3 clusters Score -209794.8 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -210914.375000 Penalty: 2726.615967
	Iteration 1F: 3 clusters Score -210914.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -211191.718750 Penalty: 2726.615967
	Iteration 2F: 3 clusters Score -211191.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -211434.484375 Penalty: 2726.615967
	Iteration 3F: 3 clusters Score -211434.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -211702.968750 Penalty: 2726.615967
	Iteration 4F: 3 clusters Score -211703 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -211956.312500 Penalty: 2726.615967
	Iteration 5F: 3 clusters Score -211956.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -212171.140625 Penalty: 2726.615967
	Iteration 6F: 3 clusters Score -212171.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -212344.093750 Penalty: 2726.615967
	Iteration 7Q: 3 clusters Score -212344.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -212476.437500 Penalty: 2726.615967
	Iteration 8Q: 3 clusters Score -212476.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -212567.796875 Penalty: 2726.615967
	Iteration 9Q: 3 clusters Score -212567.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -212625.140625 Penalty: 2726.615967
	Iteration 10Q: 3 clusters Score -212625.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -212666.109375 Penalty: 2726.615967
	Iteration 11Q: 3 clusters Score -212666.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -212707.046875 Penalty: 2726.615967
	Iteration 12Q: 3 clusters Score -212707 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -212742.625000 Penalty: 2726.615967
	Iteration 13Q: 3 clusters Score -212742.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -212766.843750 Penalty: 2726.615967
	Iteration 14Q: 3 clusters Score -212766.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -212783.359375 Penalty: 2726.615967
	Iteration 15Q: 3 clusters Score -212783.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -212797.625000 Penalty: 2726.615967
	Iteration 16Q: 3 clusters Score -212797.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -212806.171875 Penalty: 2726.615967
	Iteration 17Q: 3 clusters Score -212806.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -212811.125000 Penalty: 2726.615967
	Iteration 18Q: 3 clusters Score -212811.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -212812.875000 Penalty: 2726.615967
	Iteration 19Q: 3 clusters Score -212812.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -212814.578125 Penalty: 2726.615967
	Iteration 20F: 3 clusters Score -212814.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -212816.109375 Penalty: 2726.615967
	Iteration 21Q: 3 clusters Score -212816.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -212817.531250 Penalty: 2726.615967
	Iteration 22Q: 3 clusters Score -212817.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -212818.718750 Penalty: 2726.615967
	Iteration 23Q: 3 clusters Score -212818.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -212822.093750 Penalty: 2726.615967
	Iteration 24Q: 3 clusters Score -212822.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -212824.671875 Penalty: 2726.615967
	Iteration 25Q: 3 clusters Score -212824.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -212827.140625 Penalty: 2726.615967
	Iteration 26Q: 3 clusters Score -212827.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -212828.015625 Penalty: 2726.615967
	Iteration 27Q: 3 clusters Score -212828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -212828.375000 Penalty: 2726.615967
	Iteration 28Q: 3 clusters Score -212828.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -212828.875000 Penalty: 2726.615967
	Iteration 29Q: 3 clusters Score -212828.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -212828.875000 Penalty: 2726.615967
	Iteration 30Q: 3 clusters Score -212828.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -212829.296875 Penalty: 2726.615967
	Iteration 31Q: 3 clusters Score -212829.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -212829.734375 Penalty: 2726.615967
	Iteration 32Q: 3 clusters Score -212829.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -212830.625000 Penalty: 2726.615967
	Iteration 33Q: 3 clusters Score -212830.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -212830.625000 Penalty: 2726.615967
	Iteration 34F: 3 clusters Score -212830.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Entering Unmasked Estep 
Score: -499765.312500 Penalty: 1481.782837
	Iteration 0F: 2 clusters Score -499765.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -493228.906250 Penalty: 2963.565674
	Iteration 0F: 3 clusters Score -493228.9 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -495196.812500 Penalty: 2963.565674
	Iteration 1F: 3 clusters Score -495196.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -495407.875000 Penalty: 2963.565674
	Iteration 2F: 3 clusters Score -495407.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -495565.281250 Penalty: 2963.565674
	Iteration 3Q: 3 clusters Score -495565.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -495682.093750 Penalty: 2963.565674
	Iteration 4Q: 3 clusters Score -495682.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -495780.531250 Penalty: 2963.565674
	Iteration 5Q: 3 clusters Score -495780.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -495897.875000 Penalty: 2963.565674
	Iteration 6Q: 3 clusters Score -495897.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -496026.781250 Penalty: 2963.565674
	Iteration 7Q: 3 clusters Score -496026.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -496186.375000 Penalty: 2963.565674
	Iteration 8Q: 3 clusters Score -496186.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -496391.843750 Penalty: 2963.565674
	Iteration 9Q: 3 clusters Score -496391.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -496643.875000 Penalty: 2963.565674
	Iteration 10Q: 3 clusters Score -496643.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -496970.093750 Penalty: 2963.565674
	Iteration 11Q: 3 clusters Score -496970.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -497362.843750 Penalty: 2963.565674
	Iteration 12F: 3 clusters Score -497362.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -497712.531250 Penalty: 2963.565674
	Iteration 13Q: 3 clusters Score -497712.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -497977.312500 Penalty: 2963.565674
	Iteration 14Q: 3 clusters Score -497977.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -498170.093750 Penalty: 2963.565674
	Iteration 15Q: 3 clusters Score -498170.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -498278.656250 Penalty: 2963.565674
	Iteration 16Q: 3 clusters Score -498278.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -498334.500000 Penalty: 2963.565674
	Iteration 17Q: 3 clusters Score -498334.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -498380.093750 Penalty: 2963.565674
	Iteration 18Q: 3 clusters Score -498380.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -498403.406250 Penalty: 2963.565674
	Iteration 19Q: 3 clusters Score -498403.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -498423.156250 Penalty: 2963.565674
	Iteration 20F: 3 clusters Score -498423.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -498444.406250 Penalty: 2963.565674
	Iteration 21Q: 3 clusters Score -498444.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -498463.343750 Penalty: 2963.565674
	Iteration 22Q: 3 clusters Score -498463.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -498481.218750 Penalty: 2963.565674
	Iteration 23Q: 3 clusters Score -498481.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -498489.156250 Penalty: 2963.565674
	Iteration 24Q: 3 clusters Score -498489.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -498493.625000 Penalty: 2963.565674
	Iteration 25Q: 3 clusters Score -498493.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -498495.656250 Penalty: 2963.565674
	Iteration 26Q: 3 clusters Score -498495.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -498496.625000 Penalty: 2963.565674
	Iteration 27Q: 3 clusters Score -498496.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -498500.843750 Penalty: 2963.565674
	Iteration 28Q: 3 clusters Score -498500.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -498500.843750 Penalty: 2963.565674
	Iteration 29F: 3 clusters Score -498500.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Entering Unmasked Estep 
Score: -1838849.375000 Penalty: 1693.490112
	Iteration 0F: 2 clusters Score -1838849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -1816291.375000 Penalty: 3386.980225
	Iteration 0F: 3 clusters Score -1816291 nChanged 15393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -1824794.500000 Penalty: 3386.980225
	Iteration 1F: 3 clusters Score -1824794 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -1825155.375000 Penalty: 3386.980225
	Iteration 2Q: 3 clusters Score -1825155 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -1825469.000000 Penalty: 3386.980225
	Iteration 3Q: 3 clusters Score -1825469 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -1825814.000000 Penalty: 3386.980225
	Iteration 4Q: 3 clusters Score -1825814 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -1826205.125000 Penalty: 3386.980225
	Iteration 5Q: 3 clusters Score -1826205 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -1826641.625000 Penalty: 3386.980225
	Iteration 6Q: 3 clusters Score -1826642 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -1827164.125000 Penalty: 3386.980225
	Iteration 7Q: 3 clusters Score -1827164 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -1827876.375000 Penalty: 3386.980225
	Iteration 8Q: 3 clusters Score -1827876 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -1828788.125000 Penalty: 3386.980225
	Iteration 9Q: 3 clusters Score -1828788 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -1830041.875000 Penalty: 3386.980225
	Iteration 10F: 3 clusters Score -1830042 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -1831384.125000 Penalty: 3386.980225
	Iteration 11F: 3 clusters Score -1831384 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -1832342.000000 Penalty: 3386.980225
	Iteration 12F: 3 clusters Score -1832342 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -1832815.250000 Penalty: 3386.980225
	Iteration 13Q: 3 clusters Score -1832815 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -1833020.750000 Penalty: 3386.980225
	Iteration 14Q: 3 clusters Score -1833021 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -1833128.250000 Penalty: 3386.980225
	Iteration 15Q: 3 clusters Score -1833128 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -1833249.250000 Penalty: 3386.980225
	Iteration 16Q: 3 clusters Score -1833249 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -1833400.875000 Penalty: 3386.980225
	Iteration 17Q: 3 clusters Score -1833401 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -1833525.500000 Penalty: 3386.980225
	Iteration 18Q: 3 clusters Score -1833526 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -1833651.625000 Penalty: 3386.980225
	Iteration 19Q: 3 clusters Score -1833652 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -1833792.375000 Penalty: 3386.980225
	Iteration 20F: 3 clusters Score -1833792 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -1833922.125000 Penalty: 3386.980225
	Iteration 21Q: 3 clusters Score -1833922 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -1834025.500000 Penalty: 3386.980225
	Iteration 22Q: 3 clusters Score -1834026 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -1834120.000000 Penalty: 3386.980225
	Iteration 23Q: 3 clusters Score -1834120 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -1834208.250000 Penalty: 3386.980225
	Iteration 24Q: 3 clusters Score -1834208 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -1834280.500000 Penalty: 3386.980225
	Iteration 25Q: 3 clusters Score -1834280 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -1834372.000000 Penalty: 3386.980225
	Iteration 26Q: 3 clusters Score -1834372 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -1834450.250000 Penalty: 3386.980225
	Iteration 27Q: 3 clusters Score -1834450 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -1834516.000000 Penalty: 3386.980225
	Iteration 28Q: 3 clusters Score -1834516 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -1834567.250000 Penalty: 3386.980225
	Iteration 29Q: 3 clusters Score -1834567 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -1834617.750000 Penalty: 3386.980225
	Iteration 30Q: 3 clusters Score -1834618 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -1834666.500000 Penalty: 3386.980225
	Iteration 31Q: 3 clusters Score -1834666 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -1834720.375000 Penalty: 3386.980225
	Iteration 32Q: 3 clusters Score -1834720 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -1834762.875000 Penalty: 3386.980225
	Iteration 33Q: 3 clusters Score -1834763 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -1834815.500000 Penalty: 3386.980225
	Iteration 34Q: 3 clusters Score -1834816 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -1834859.000000 Penalty: 3386.980225
	Iteration 35Q: 3 clusters Score -1834859 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -1834894.375000 Penalty: 3386.980225
	Iteration 36Q: 3 clusters Score -1834894 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -1834924.000000 Penalty: 3386.980225
	Iteration 37Q: 3 clusters Score -1834924 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -1834954.250000 Penalty: 3386.980225
	Iteration 38Q: 3 clusters Score -1834954 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -1834990.500000 Penalty: 3386.980225
	Iteration 39Q: 3 clusters Score -1834990 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -1835045.375000 Penalty: 3386.980225
	Iteration 40F: 3 clusters Score -1835045 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -1835085.375000 Penalty: 3386.980225
	Iteration 41Q: 3 clusters Score -1835085 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -1835129.250000 Penalty: 3386.980225
	Iteration 42Q: 3 clusters Score -1835129 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -1835171.500000 Penalty: 3386.980225
	Iteration 43Q: 3 clusters Score -1835172 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -1835217.625000 Penalty: 3386.980225
	Iteration 44Q: 3 clusters Score -1835218 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -1835280.375000 Penalty: 3386.980225
	Iteration 45Q: 3 clusters Score -1835280 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -1835327.625000 Penalty: 3386.980225
	Iteration 46Q: 3 clusters Score -1835328 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -1835375.875000 Penalty: 3386.980225
	Iteration 47Q: 3 clusters Score -1835376 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -1835437.250000 Penalty: 3386.980225
	Iteration 48Q: 3 clusters Score -1835437 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -1835501.750000 Penalty: 3386.980225
	Iteration 49Q: 3 clusters Score -1835502 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -1835563.750000 Penalty: 3386.980225
	Iteration 50Q: 3 clusters Score -1835564 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -1835628.000000 Penalty: 3386.980225
	Iteration 51Q: 3 clusters Score -1835628 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -1835693.375000 Penalty: 3386.980225
	Iteration 52Q: 3 clusters Score -1835693 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -1835766.125000 Penalty: 3386.980225
	Iteration 53Q: 3 clusters Score -1835766 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -1835844.375000 Penalty: 3386.980225
	Iteration 54Q: 3 clusters Score -1835844 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -1835929.125000 Penalty: 3386.980225
	Iteration 55Q: 3 clusters Score -1835929 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -1836003.750000 Penalty: 3386.980225
	Iteration 56Q: 3 clusters Score -1836004 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -1836077.875000 Penalty: 3386.980225
	Iteration 57Q: 3 clusters Score -1836078 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -1836139.875000 Penalty: 3386.980225
	Iteration 58Q: 3 clusters Score -1836140 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -1836198.375000 Penalty: 3386.980225
	Iteration 59Q: 3 clusters Score -1836198 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -1836265.500000 Penalty: 3386.980225
	Iteration 60F: 3 clusters Score -1836266 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -1836328.625000 Penalty: 3386.980225
	Iteration 61Q: 3 clusters Score -1836329 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -1836402.625000 Penalty: 3386.980225
	Iteration 62Q: 3 clusters Score -1836403 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -1836483.875000 Penalty: 3386.980225
	Iteration 63Q: 3 clusters Score -1836484 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -1836574.500000 Penalty: 3386.980225
	Iteration 64Q: 3 clusters Score -1836574 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -1836643.500000 Penalty: 3386.980225
	Iteration 65Q: 3 clusters Score -1836644 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -1836735.375000 Penalty: 3386.980225
	Iteration 66Q: 3 clusters Score -1836735 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -1836826.250000 Penalty: 3386.980225
	Iteration 67Q: 3 clusters Score -1836826 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -1836924.500000 Penalty: 3386.980225
	Iteration 68Q: 3 clusters Score -1836924 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -1836997.250000 Penalty: 3386.980225
	Iteration 69Q: 3 clusters Score -1836997 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -1837064.250000 Penalty: 3386.980225
	Iteration 70Q: 3 clusters Score -1837064 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -1837120.250000 Penalty: 3386.980225
	Iteration 71Q: 3 clusters Score -1837120 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -1837168.875000 Penalty: 3386.980225
	Iteration 72Q: 3 clusters Score -1837169 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -1837197.625000 Penalty: 3386.980225
	Iteration 73Q: 3 clusters Score -1837198 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -1837244.625000 Penalty: 3386.980225
	Iteration 74Q: 3 clusters Score -1837245 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -1837272.875000 Penalty: 3386.980225
	Iteration 75Q: 3 clusters Score -1837273 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -1837297.750000 Penalty: 3386.980225
	Iteration 76Q: 3 clusters Score -1837298 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -1837305.875000 Penalty: 3386.980225
	Iteration 77Q: 3 clusters Score -1837306 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -1837322.250000 Penalty: 3386.980225
	Iteration 78Q: 3 clusters Score -1837322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -1837338.625000 Penalty: 3386.980225
	Iteration 79Q: 3 clusters Score -1837339 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -1837354.750000 Penalty: 3386.980225
	Iteration 80F: 3 clusters Score -1837355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -1837366.375000 Penalty: 3386.980225
	Iteration 81Q: 3 clusters Score -1837366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -1837382.250000 Penalty: 3386.980225
	Iteration 82Q: 3 clusters Score -1837382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -1837396.375000 Penalty: 3386.980225
	Iteration 83Q: 3 clusters Score -1837396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -1837407.000000 Penalty: 3386.980225
	Iteration 84Q: 3 clusters Score -1837407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -1837411.750000 Penalty: 3386.980225
	Iteration 85Q: 3 clusters Score -1837412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -1837418.625000 Penalty: 3386.980225
	Iteration 86Q: 3 clusters Score -1837419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -1837428.625000 Penalty: 3386.980225
	Iteration 87Q: 3 clusters Score -1837429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -1837432.500000 Penalty: 3386.980225
	Iteration 88Q: 3 clusters Score -1837432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -1837435.500000 Penalty: 3386.980225
	Iteration 89Q: 3 clusters Score -1837436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -1837435.375000 Penalty: 3386.980225
	Iteration 90Q: 3 clusters Score -1837435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -1837437.125000 Penalty: 3386.980225
	Iteration 91Q: 3 clusters Score -1837437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -1837437.500000 Penalty: 3386.980225
	Iteration 92Q: 3 clusters Score -1837438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -1837440.750000 Penalty: 3386.980225
	Iteration 93Q: 3 clusters Score -1837441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -1837446.250000 Penalty: 3386.980225
	Iteration 94Q: 3 clusters Score -1837446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -1837450.750000 Penalty: 3386.980225
	Iteration 95Q: 3 clusters Score -1837451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -1837451.875000 Penalty: 3386.980225
	Iteration 96Q: 3 clusters Score -1837452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -1837453.875000 Penalty: 3386.980225
	Iteration 97Q: 3 clusters Score -1837454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -1837456.500000 Penalty: 3386.980225
	Iteration 98Q: 3 clusters Score -1837456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -1837454.250000 Penalty: 3386.980225
	Iteration 99Q: 3 clusters Score -1837454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -1837453.875000 Penalty: 3386.980225
	Iteration 100F: 3 clusters Score -1837454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -1837457.000000 Penalty: 3386.980225
	Iteration 101Q: 3 clusters Score -1837457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -1837462.000000 Penalty: 3386.980225
	Iteration 102Q: 3 clusters Score -1837462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -1837463.625000 Penalty: 3386.980225
	Iteration 103Q: 3 clusters Score -1837464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -1837468.625000 Penalty: 3386.980225
	Iteration 104Q: 3 clusters Score -1837469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -1837471.750000 Penalty: 3386.980225
	Iteration 105Q: 3 clusters Score -1837472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -1837481.125000 Penalty: 3386.980225
	Iteration 106Q: 3 clusters Score -1837481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -1837483.250000 Penalty: 3386.980225
	Iteration 107Q: 3 clusters Score -1837483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -1837482.875000 Penalty: 3386.980225
	Iteration 108Q: 3 clusters Score -1837483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -1837483.125000 Penalty: 3386.980225
	Iteration 109Q: 3 clusters Score -1837483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -1837483.125000 Penalty: 3386.980225
	Iteration 110F: 3 clusters Score -1837483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Entering Unmasked Estep 
Score: -685622.437500 Penalty: 1556.115234
	Iteration 0F: 2 clusters Score -685622.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -675587.750000 Penalty: 3112.230469
	Iteration 0F: 3 clusters Score -675587.8 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -678964.937500 Penalty: 3112.230469
	Iteration 1F: 3 clusters Score -678964.9 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -679251.250000 Penalty: 3112.230469
	Iteration 2F: 3 clusters Score -679251.2 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -679520.812500 Penalty: 3112.230469
	Iteration 3Q: 3 clusters Score -679520.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -679778.875000 Penalty: 3112.230469
	Iteration 4Q: 3 clusters Score -679778.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -680085.750000 Penalty: 3112.230469
	Iteration 5Q: 3 clusters Score -680085.8 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -680465.875000 Penalty: 3112.230469
	Iteration 6Q: 3 clusters Score -680465.9 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -680938.500000 Penalty: 3112.230469
	Iteration 7Q: 3 clusters Score -680938.5 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -681543.187500 Penalty: 3112.230469
	Iteration 8F: 3 clusters Score -681543.2 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -682193.500000 Penalty: 3112.230469
	Iteration 9F: 3 clusters Score -682193.5 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -682738.500000 Penalty: 3112.230469
	Iteration 10Q: 3 clusters Score -682738.5 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -683144.937500 Penalty: 3112.230469
	Iteration 11Q: 3 clusters Score -683144.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -683439.562500 Penalty: 3112.230469
	Iteration 12Q: 3 clusters Score -683439.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -683646.375000 Penalty: 3112.230469
	Iteration 13Q: 3 clusters Score -683646.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -683808.562500 Penalty: 3112.230469
	Iteration 14Q: 3 clusters Score -683808.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -683942.437500 Penalty: 3112.230469
	Iteration 15Q: 3 clusters Score -683942.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -684031.500000 Penalty: 3112.230469
	Iteration 16Q: 3 clusters Score -684031.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -684087.125000 Penalty: 3112.230469
	Iteration 17Q: 3 clusters Score -684087.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -684129.500000 Penalty: 3112.230469
	Iteration 18Q: 3 clusters Score -684129.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -684162.437500 Penalty: 3112.230469
	Iteration 19Q: 3 clusters Score -684162.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -684189.625000 Penalty: 3112.230469
	Iteration 20F: 3 clusters Score -684189.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -684209.875000 Penalty: 3112.230469
	Iteration 21Q: 3 clusters Score -684209.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -684227.062500 Penalty: 3112.230469
	Iteration 22Q: 3 clusters Score -684227.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -684240.875000 Penalty: 3112.230469
	Iteration 23Q: 3 clusters Score -684240.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -684254.062500 Penalty: 3112.230469
	Iteration 24Q: 3 clusters Score -684254.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -684264.250000 Penalty: 3112.230469
	Iteration 25Q: 3 clusters Score -684264.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -684275.625000 Penalty: 3112.230469
	Iteration 26Q: 3 clusters Score -684275.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -684296.812500 Penalty: 3112.230469
	Iteration 27Q: 3 clusters Score -684296.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -684311.125000 Penalty: 3112.230469
	Iteration 28Q: 3 clusters Score -684311.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -684319.000000 Penalty: 3112.230469
	Iteration 29Q: 3 clusters Score -684319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -684324.875000 Penalty: 3112.230469
	Iteration 30Q: 3 clusters Score -684324.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -684330.687500 Penalty: 3112.230469
	Iteration 31Q: 3 clusters Score -684330.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -684334.500000 Penalty: 3112.230469
	Iteration 32Q: 3 clusters Score -684334.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -684335.687500 Penalty: 3112.230469
	Iteration 33Q: 3 clusters Score -684335.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -684338.312500 Penalty: 3112.230469
	Iteration 34Q: 3 clusters Score -684338.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -684340.687500 Penalty: 3112.230469
	Iteration 35Q: 3 clusters Score -684340.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -684343.437500 Penalty: 3112.230469
	Iteration 36Q: 3 clusters Score -684343.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -684343.687500 Penalty: 3112.230469
	Iteration 37Q: 3 clusters Score -684343.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -684343.875000 Penalty: 3112.230469
	Iteration 38Q: 3 clusters Score -684343.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -684344.187500 Penalty: 3112.230469
	Iteration 39Q: 3 clusters Score -684344.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -684348.312500 Penalty: 3112.230469
	Iteration 40F: 3 clusters Score -684348.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -684349.312500 Penalty: 3112.230469
	Iteration 41Q: 3 clusters Score -684349.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -684349.437500 Penalty: 3112.230469
	Iteration 42Q: 3 clusters Score -684349.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -684349.750000 Penalty: 3112.230469
	Iteration 43Q: 3 clusters Score -684349.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -684349.750000 Penalty: 3112.230469
	Iteration 44F: 3 clusters Score -684349.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Entering Unmasked Estep 
Score: -142535.296875 Penalty: 1301.521484
	Iteration 0F: 2 clusters Score -142535.3 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 1469 members 
Entering Unmasked Estep 
Score: -139854.750000 Penalty: 2603.042969
	Iteration 0F: 3 clusters Score -139854.8 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -140578.468750 Penalty: 2603.042969
	Iteration 1F: 3 clusters Score -140578.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -140804.734375 Penalty: 2603.042969
	Iteration 2F: 3 clusters Score -140804.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -140995.296875 Penalty: 2603.042969
	Iteration 3F: 3 clusters Score -140995.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -141205.609375 Penalty: 2603.042969
	Iteration 4F: 3 clusters Score -141205.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -141388.906250 Penalty: 2603.042969
	Iteration 5F: 3 clusters Score -141388.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -141562.921875 Penalty: 2603.042969
	Iteration 6F: 3 clusters Score -141562.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -141709.218750 Penalty: 2603.042969
	Iteration 7Q: 3 clusters Score -141709.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -141821.062500 Penalty: 2603.042969
	Iteration 8Q: 3 clusters Score -141821.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -141929.640625 Penalty: 2603.042969
	Iteration 9Q: 3 clusters Score -141929.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -142012.312500 Penalty: 2603.042969
	Iteration 10Q: 3 clusters Score -142012.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -142082.500000 Penalty: 2603.042969
	Iteration 11Q: 3 clusters Score -142082.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -142137.593750 Penalty: 2603.042969
	Iteration 12Q: 3 clusters Score -142137.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -142174.687500 Penalty: 2603.042969
	Iteration 13Q: 3 clusters Score -142174.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -142199.187500 Penalty: 2603.042969
	Iteration 14Q: 3 clusters Score -142199.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -142214.140625 Penalty: 2603.042969
	Iteration 15Q: 3 clusters Score -142214.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -142229.203125 Penalty: 2603.042969
	Iteration 16Q: 3 clusters Score -142229.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -142237.953125 Penalty: 2603.042969
	Iteration 17Q: 3 clusters Score -142238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -142243.890625 Penalty: 2603.042969
	Iteration 18Q: 3 clusters Score -142243.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -142248.671875 Penalty: 2603.042969
	Iteration 19Q: 3 clusters Score -142248.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -142251.187500 Penalty: 2603.042969
	Iteration 20F: 3 clusters Score -142251.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -142251.796875 Penalty: 2603.042969
	Iteration 21Q: 3 clusters Score -142251.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -142252.562500 Penalty: 2603.042969
	Iteration 22Q: 3 clusters Score -142252.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -142252.562500 Penalty: 2603.042969
	Iteration 23F: 3 clusters Score -142252.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -54979.429688 Penalty: 1157.203491
	Iteration 0F: 2 clusters Score -54979.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -53394.218750 Penalty: 2314.406982
	Iteration 0F: 3 clusters Score -53394.22 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -53706.531250 Penalty: 2314.406982
	Iteration 1F: 3 clusters Score -53706.53 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -53826.484375 Penalty: 2314.406982
	Iteration 2F: 3 clusters Score -53826.48 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -53947.863281 Penalty: 2314.406982
	Iteration 3F: 3 clusters Score -53947.86 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -54107.878906 Penalty: 2314.406982
	Iteration 4F: 3 clusters Score -54107.88 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -54219.378906 Penalty: 2314.406982
	Iteration 5F: 3 clusters Score -54219.38 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -54306.191406 Penalty: 2314.406982
	Iteration 6F: 3 clusters Score -54306.19 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -54352.917969 Penalty: 2314.406982
	Iteration 7Q: 3 clusters Score -54352.92 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -54400.226562 Penalty: 2314.406982
	Iteration 8Q: 3 clusters Score -54400.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -54430.300781 Penalty: 2314.406982
	Iteration 9Q: 3 clusters Score -54430.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -54452.378906 Penalty: 2314.406982
	Iteration 10Q: 3 clusters Score -54452.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -54469.328125 Penalty: 2314.406982
	Iteration 11Q: 3 clusters Score -54469.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -54482.246094 Penalty: 2314.406982
	Iteration 12Q: 3 clusters Score -54482.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -54487.710938 Penalty: 2314.406982
	Iteration 13Q: 3 clusters Score -54487.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -54494.945312 Penalty: 2314.406982
	Iteration 14Q: 3 clusters Score -54494.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -54499.769531 Penalty: 2314.406982
	Iteration 15Q: 3 clusters Score -54499.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -54503.644531 Penalty: 2314.406982
	Iteration 16Q: 3 clusters Score -54503.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -54503.644531 Penalty: 2314.406982
	Iteration 17F: 3 clusters Score -54503.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Entering Unmasked Estep 
Score: -464295.718750 Penalty: 1495.931030
	Iteration 0F: 2 clusters Score -464295.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -457212.406250 Penalty: 2991.862061
	Iteration 0F: 3 clusters Score -457212.4 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -459487.937500 Penalty: 2991.862061
	Iteration 1F: 3 clusters Score -459487.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -459739.750000 Penalty: 2991.862061
	Iteration 2F: 3 clusters Score -459739.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -459944.937500 Penalty: 2991.862061
	Iteration 3Q: 3 clusters Score -459944.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -460122.437500 Penalty: 2991.862061
	Iteration 4Q: 3 clusters Score -460122.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -460293.593750 Penalty: 2991.862061
	Iteration 5Q: 3 clusters Score -460293.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -460475.843750 Penalty: 2991.862061
	Iteration 6Q: 3 clusters Score -460475.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -460641.875000 Penalty: 2991.862061
	Iteration 7Q: 3 clusters Score -460641.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -460828.093750 Penalty: 2991.862061
	Iteration 8Q: 3 clusters Score -460828.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -461029.718750 Penalty: 2991.862061
	Iteration 9Q: 3 clusters Score -461029.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -461252.000000 Penalty: 2991.862061
	Iteration 10Q: 3 clusters Score -461252 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -461474.593750 Penalty: 2991.862061
	Iteration 11Q: 3 clusters Score -461474.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -461744.031250 Penalty: 2991.862061
	Iteration 12Q: 3 clusters Score -461744 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -462027.843750 Penalty: 2991.862061
	Iteration 13Q: 3 clusters Score -462027.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -462282.281250 Penalty: 2991.862061
	Iteration 14Q: 3 clusters Score -462282.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -462463.031250 Penalty: 2991.862061
	Iteration 15Q: 3 clusters Score -462463 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -462580.156250 Penalty: 2991.862061
	Iteration 16Q: 3 clusters Score -462580.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -462665.781250 Penalty: 2991.862061
	Iteration 17Q: 3 clusters Score -462665.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -462739.093750 Penalty: 2991.862061
	Iteration 18Q: 3 clusters Score -462739.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -462797.156250 Penalty: 2991.862061
	Iteration 19Q: 3 clusters Score -462797.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -462856.531250 Penalty: 2991.862061
	Iteration 20F: 3 clusters Score -462856.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -462901.968750 Penalty: 2991.862061
	Iteration 21Q: 3 clusters Score -462902 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -462930.468750 Penalty: 2991.862061
	Iteration 22Q: 3 clusters Score -462930.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -462947.031250 Penalty: 2991.862061
	Iteration 23Q: 3 clusters Score -462947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -462958.781250 Penalty: 2991.862061
	Iteration 24Q: 3 clusters Score -462958.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -462966.968750 Penalty: 2991.862061
	Iteration 25Q: 3 clusters Score -462967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -462977.812500 Penalty: 2991.862061
	Iteration 26Q: 3 clusters Score -462977.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -462988.187500 Penalty: 2991.862061
	Iteration 27Q: 3 clusters Score -462988.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -462995.656250 Penalty: 2991.862061
	Iteration 28Q: 3 clusters Score -462995.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -463005.718750 Penalty: 2991.862061
	Iteration 29Q: 3 clusters Score -463005.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -463013.406250 Penalty: 2991.862061
	Iteration 30Q: 3 clusters Score -463013.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -463020.406250 Penalty: 2991.862061
	Iteration 31Q: 3 clusters Score -463020.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -463026.343750 Penalty: 2991.862061
	Iteration 32Q: 3 clusters Score -463026.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -463032.062500 Penalty: 2991.862061
	Iteration 33Q: 3 clusters Score -463032.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -463034.968750 Penalty: 2991.862061
	Iteration 34Q: 3 clusters Score -463035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -463037.437500 Penalty: 2991.862061
	Iteration 35Q: 3 clusters Score -463037.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -463039.437500 Penalty: 2991.862061
	Iteration 36Q: 3 clusters Score -463039.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -463040.031250 Penalty: 2991.862061
	Iteration 37Q: 3 clusters Score -463040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -463040.937500 Penalty: 2991.862061
	Iteration 38Q: 3 clusters Score -463040.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -463045.937500 Penalty: 2991.862061
	Iteration 39Q: 3 clusters Score -463045.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -463048.125000 Penalty: 2991.862061
	Iteration 40F: 3 clusters Score -463048.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -463052.156250 Penalty: 2991.862061
	Iteration 41Q: 3 clusters Score -463052.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -463056.062500 Penalty: 2991.862061
	Iteration 42Q: 3 clusters Score -463056.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -463056.406250 Penalty: 2991.862061
	Iteration 43Q: 3 clusters Score -463056.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -463056.312500 Penalty: 2991.862061
	Iteration 44Q: 3 clusters Score -463056.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -463056.312500 Penalty: 2991.862061
	Iteration 45F: 3 clusters Score -463056.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Entering Unmasked Estep 
Score: -108526.882812 Penalty: 1295.805664
	Iteration 0F: 2 clusters Score -108526.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -105931.796875 Penalty: 2591.611328
	Iteration 0F: 3 clusters Score -105931.8 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -106648.593750 Penalty: 2591.611328
	Iteration 1F: 3 clusters Score -106648.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -106792.726562 Penalty: 2591.611328
	Iteration 2F: 3 clusters Score -106792.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -106878.437500 Penalty: 2591.611328
	Iteration 3Q: 3 clusters Score -106878.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -106938.007812 Penalty: 2591.611328
	Iteration 4Q: 3 clusters Score -106938 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -106991.882812 Penalty: 2591.611328
	Iteration 5Q: 3 clusters Score -106991.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -107045.054688 Penalty: 2591.611328
	Iteration 6Q: 3 clusters Score -107045.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -107095.281250 Penalty: 2591.611328
	Iteration 7Q: 3 clusters Score -107095.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -107162.507812 Penalty: 2591.611328
	Iteration 8Q: 3 clusters Score -107162.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -107230.625000 Penalty: 2591.611328
	Iteration 9Q: 3 clusters Score -107230.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -107283.523438 Penalty: 2591.611328
	Iteration 10Q: 3 clusters Score -107283.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -107331.625000 Penalty: 2591.611328
	Iteration 11Q: 3 clusters Score -107331.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -107375.617188 Penalty: 2591.611328
	Iteration 12Q: 3 clusters Score -107375.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -107408.445312 Penalty: 2591.611328
	Iteration 13Q: 3 clusters Score -107408.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -107450.476562 Penalty: 2591.611328
	Iteration 14Q: 3 clusters Score -107450.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -107494.398438 Penalty: 2591.611328
	Iteration 15Q: 3 clusters Score -107494.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -107525.765625 Penalty: 2591.611328
	Iteration 16Q: 3 clusters Score -107525.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -107552.562500 Penalty: 2591.611328
	Iteration 17Q: 3 clusters Score -107552.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -107582.664062 Penalty: 2591.611328
	Iteration 18Q: 3 clusters Score -107582.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -107610.703125 Penalty: 2591.611328
	Iteration 19Q: 3 clusters Score -107610.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -107644.851562 Penalty: 2591.611328
	Iteration 20F: 3 clusters Score -107644.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -107687.414062 Penalty: 2591.611328
	Iteration 21Q: 3 clusters Score -107687.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -107728.671875 Penalty: 2591.611328
	Iteration 22Q: 3 clusters Score -107728.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -107759.460938 Penalty: 2591.611328
	Iteration 23Q: 3 clusters Score -107759.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -107778.820312 Penalty: 2591.611328
	Iteration 24Q: 3 clusters Score -107778.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -107797.281250 Penalty: 2591.611328
	Iteration 25Q: 3 clusters Score -107797.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -107814.390625 Penalty: 2591.611328
	Iteration 26Q: 3 clusters Score -107814.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -107829.617188 Penalty: 2591.611328
	Iteration 27Q: 3 clusters Score -107829.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -107844.187500 Penalty: 2591.611328
	Iteration 28Q: 3 clusters Score -107844.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -107856.562500 Penalty: 2591.611328
	Iteration 29Q: 3 clusters Score -107856.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -107869.406250 Penalty: 2591.611328
	Iteration 30Q: 3 clusters Score -107869.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -107884.007812 Penalty: 2591.611328
	Iteration 31Q: 3 clusters Score -107884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -107892.320312 Penalty: 2591.611328
	Iteration 32Q: 3 clusters Score -107892.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -107900.031250 Penalty: 2591.611328
	Iteration 33Q: 3 clusters Score -107900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -107905.273438 Penalty: 2591.611328
	Iteration 34Q: 3 clusters Score -107905.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -107910.218750 Penalty: 2591.611328
	Iteration 35Q: 3 clusters Score -107910.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -107914.531250 Penalty: 2591.611328
	Iteration 36Q: 3 clusters Score -107914.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -107920.476562 Penalty: 2591.611328
	Iteration 37Q: 3 clusters Score -107920.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -107930.968750 Penalty: 2591.611328
	Iteration 38Q: 3 clusters Score -107931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -107937.460938 Penalty: 2591.611328
	Iteration 39Q: 3 clusters Score -107937.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -107943.585938 Penalty: 2591.611328
	Iteration 40F: 3 clusters Score -107943.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -107945.890625 Penalty: 2591.611328
	Iteration 41Q: 3 clusters Score -107945.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -107949.343750 Penalty: 2591.611328
	Iteration 42Q: 3 clusters Score -107949.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -107952.085938 Penalty: 2591.611328
	Iteration 43Q: 3 clusters Score -107952.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -107953.914062 Penalty: 2591.611328
	Iteration 44Q: 3 clusters Score -107953.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -107955.562500 Penalty: 2591.611328
	Iteration 45Q: 3 clusters Score -107955.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -107957.242188 Penalty: 2591.611328
	Iteration 46Q: 3 clusters Score -107957.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -107957.507812 Penalty: 2591.611328
	Iteration 47Q: 3 clusters Score -107957.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -107957.632812 Penalty: 2591.611328
	Iteration 48Q: 3 clusters Score -107957.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -107957.632812 Penalty: 2591.611328
	Iteration 49F: 3 clusters Score -107957.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Entering Unmasked Estep 
Score: -382491.062500 Penalty: 1458.231445
	Iteration 0F: 2 clusters Score -382491.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -376650.375000 Penalty: 2916.462891
	Iteration 0F: 3 clusters Score -376650.4 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -378522.593750 Penalty: 2916.462891
	Iteration 1F: 3 clusters Score -378522.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -378870.562500 Penalty: 2916.462891
	Iteration 2F: 3 clusters Score -378870.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -379258.593750 Penalty: 2916.462891
	Iteration 3F: 3 clusters Score -379258.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -379697.906250 Penalty: 2916.462891
	Iteration 4F: 3 clusters Score -379697.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -380219.250000 Penalty: 2916.462891
	Iteration 5F: 3 clusters Score -380219.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -380732.781250 Penalty: 2916.462891
	Iteration 6F: 3 clusters Score -380732.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -381186.062500 Penalty: 2916.462891
	Iteration 7F: 3 clusters Score -381186.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -381499.718750 Penalty: 2916.462891
	Iteration 8Q: 3 clusters Score -381499.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -381694.750000 Penalty: 2916.462891
	Iteration 9Q: 3 clusters Score -381694.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -381810.312500 Penalty: 2916.462891
	Iteration 10Q: 3 clusters Score -381810.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -381890.781250 Penalty: 2916.462891
	Iteration 11Q: 3 clusters Score -381890.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -381953.593750 Penalty: 2916.462891
	Iteration 12Q: 3 clusters Score -381953.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -382001.906250 Penalty: 2916.462891
	Iteration 13Q: 3 clusters Score -382001.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -382038.812500 Penalty: 2916.462891
	Iteration 14Q: 3 clusters Score -382038.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -382067.093750 Penalty: 2916.462891
	Iteration 15Q: 3 clusters Score -382067.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -382086.843750 Penalty: 2916.462891
	Iteration 16Q: 3 clusters Score -382086.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -382100.593750 Penalty: 2916.462891
	Iteration 17Q: 3 clusters Score -382100.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -382116.375000 Penalty: 2916.462891
	Iteration 18Q: 3 clusters Score -382116.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -382128.468750 Penalty: 2916.462891
	Iteration 19Q: 3 clusters Score -382128.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -382136.937500 Penalty: 2916.462891
	Iteration 20F: 3 clusters Score -382136.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -382146.250000 Penalty: 2916.462891
	Iteration 21Q: 3 clusters Score -382146.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -382153.468750 Penalty: 2916.462891
	Iteration 22Q: 3 clusters Score -382153.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -382157.968750 Penalty: 2916.462891
	Iteration 23Q: 3 clusters Score -382158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -382160.187500 Penalty: 2916.462891
	Iteration 24Q: 3 clusters Score -382160.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -382160.375000 Penalty: 2916.462891
	Iteration 25Q: 3 clusters Score -382160.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -382161.812500 Penalty: 2916.462891
	Iteration 26Q: 3 clusters Score -382161.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -382161.843750 Penalty: 2916.462891
	Iteration 27Q: 3 clusters Score -382161.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -382163.437500 Penalty: 2916.462891
	Iteration 28Q: 3 clusters Score -382163.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -382163.093750 Penalty: 2916.462891
	Iteration 29Q: 3 clusters Score -382163.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -382163.093750 Penalty: 2916.462891
	Iteration 30F: 3 clusters Score -382163.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -89914.671875 Penalty: 1225.609741
	Iteration 0F: 2 clusters Score -89914.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -87897.515625 Penalty: 2451.219482
	Iteration 0F: 3 clusters Score -87897.52 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -88371.445312 Penalty: 2451.219482
	Iteration 1F: 3 clusters Score -88371.45 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -88473.632812 Penalty: 2451.219482
	Iteration 2F: 3 clusters Score -88473.63 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -88527.109375 Penalty: 2451.219482
	Iteration 3Q: 3 clusters Score -88527.11 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -88576.445312 Penalty: 2451.219482
	Iteration 4Q: 3 clusters Score -88576.45 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -88623.179688 Penalty: 2451.219482
	Iteration 5Q: 3 clusters Score -88623.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -88656.187500 Penalty: 2451.219482
	Iteration 6Q: 3 clusters Score -88656.19 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -88687.953125 Penalty: 2451.219482
	Iteration 7Q: 3 clusters Score -88687.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -88709.742188 Penalty: 2451.219482
	Iteration 8Q: 3 clusters Score -88709.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -88728.695312 Penalty: 2451.219482
	Iteration 9Q: 3 clusters Score -88728.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -88743.507812 Penalty: 2451.219482
	Iteration 10Q: 3 clusters Score -88743.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -88760.171875 Penalty: 2451.219482
	Iteration 11Q: 3 clusters Score -88760.17 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -88780.562500 Penalty: 2451.219482
	Iteration 12Q: 3 clusters Score -88780.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -88804.546875 Penalty: 2451.219482
	Iteration 13Q: 3 clusters Score -88804.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -88835.257812 Penalty: 2451.219482
	Iteration 14Q: 3 clusters Score -88835.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -88862.039062 Penalty: 2451.219482
	Iteration 15Q: 3 clusters Score -88862.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -88899.679688 Penalty: 2451.219482
	Iteration 16Q: 3 clusters Score -88899.68 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -88962.343750 Penalty: 2451.219482
	Iteration 17Q: 3 clusters Score -88962.34 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -89036.648438 Penalty: 2451.219482
	Iteration 18Q: 3 clusters Score -89036.65 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -89111.312500 Penalty: 2451.219482
	Iteration 19Q: 3 clusters Score -89111.31 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -89178.890625 Penalty: 2451.219482
	Iteration 20F: 3 clusters Score -89178.89 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -89240.929688 Penalty: 2451.219482
	Iteration 21Q: 3 clusters Score -89240.93 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -89319.789062 Penalty: 2451.219482
	Iteration 22Q: 3 clusters Score -89319.79 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -89399.335938 Penalty: 2451.219482
	Iteration 23Q: 3 clusters Score -89399.34 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -89463.570312 Penalty: 2451.219482
	Iteration 24Q: 3 clusters Score -89463.57 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -89517.492188 Penalty: 2451.219482
	Iteration 25Q: 3 clusters Score -89517.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -89555.515625 Penalty: 2451.219482
	Iteration 26Q: 3 clusters Score -89555.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -89580.078125 Penalty: 2451.219482
	Iteration 27Q: 3 clusters Score -89580.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -89595.390625 Penalty: 2451.219482
	Iteration 28Q: 3 clusters Score -89595.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -89611.632812 Penalty: 2451.219482
	Iteration 29Q: 3 clusters Score -89611.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -89617.828125 Penalty: 2451.219482
	Iteration 30Q: 3 clusters Score -89617.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -89621.601562 Penalty: 2451.219482
	Iteration 31Q: 3 clusters Score -89621.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -89629.859375 Penalty: 2451.219482
	Iteration 32Q: 3 clusters Score -89629.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -89632.812500 Penalty: 2451.219482
	Iteration 33Q: 3 clusters Score -89632.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -89633.375000 Penalty: 2451.219482
	Iteration 34Q: 3 clusters Score -89633.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -89635.578125 Penalty: 2451.219482
	Iteration 35Q: 3 clusters Score -89635.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -89635.578125 Penalty: 2451.219482
	Iteration 36F: 3 clusters Score -89635.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (38773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Entering Unmasked Estep 
Score: -2134553.250000 Penalty: 1716.890381
	Iteration 0F: 2 clusters Score -2134553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -2108576.500000 Penalty: 3433.780762
	Iteration 0F: 3 clusters Score -2108576 nChanged 18023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2118956.250000 Penalty: 3433.780762
	Iteration 1F: 3 clusters Score -2118956 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -2119563.000000 Penalty: 3433.780762
	Iteration 2Q: 3 clusters Score -2119563 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -2120310.250000 Penalty: 3433.780762
	Iteration 3Q: 3 clusters Score -2120310 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -2121345.750000 Penalty: 3433.780762
	Iteration 4Q: 3 clusters Score -2121346 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -2122891.000000 Penalty: 3433.780762
	Iteration 5F: 3 clusters Score -2122891 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -2124987.000000 Penalty: 3433.780762
	Iteration 6F: 3 clusters Score -2124987 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -2127374.000000 Penalty: 3433.780762
	Iteration 7F: 3 clusters Score -2127374 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -2129608.000000 Penalty: 3433.780762
	Iteration 8F: 3 clusters Score -2129608 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -2131271.750000 Penalty: 3433.780762
	Iteration 9Q: 3 clusters Score -2131272 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -2132198.750000 Penalty: 3433.780762
	Iteration 10Q: 3 clusters Score -2132199 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -2132605.250000 Penalty: 3433.780762
	Iteration 11Q: 3 clusters Score -2132605 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -2132800.000000 Penalty: 3433.780762
	Iteration 12Q: 3 clusters Score -2132800 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -2132893.250000 Penalty: 3433.780762
	Iteration 13Q: 3 clusters Score -2132893 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -2132938.250000 Penalty: 3433.780762
	Iteration 14Q: 3 clusters Score -2132938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -2132971.750000 Penalty: 3433.780762
	Iteration 15Q: 3 clusters Score -2132972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -2132998.000000 Penalty: 3433.780762
	Iteration 16Q: 3 clusters Score -2132998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -2133009.500000 Penalty: 3433.780762
	Iteration 17Q: 3 clusters Score -2133010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -2133016.250000 Penalty: 3433.780762
	Iteration 18Q: 3 clusters Score -2133016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -2133025.250000 Penalty: 3433.780762
	Iteration 19Q: 3 clusters Score -2133025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -2133027.250000 Penalty: 3433.780762
	Iteration 20F: 3 clusters Score -2133027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -2133030.000000 Penalty: 3433.780762
	Iteration 21Q: 3 clusters Score -2133030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -2133029.750000 Penalty: 3433.780762
	Iteration 22Q: 3 clusters Score -2133030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -2133029.750000 Penalty: 3433.780762
	Iteration 23F: 3 clusters Score -2133030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Entering Unmasked Estep 
Score: -43149.804688 Penalty: 1120.219116
	Iteration 0F: 2 clusters Score -43149.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -41690.250000 Penalty: 2240.438232
	Iteration 0F: 3 clusters Score -41690.25 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -42005.906250 Penalty: 2240.438232
	Iteration 1F: 3 clusters Score -42005.91 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -42103.871094 Penalty: 2240.438232
	Iteration 2F: 3 clusters Score -42103.87 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -42168.324219 Penalty: 2240.438232
	Iteration 3Q: 3 clusters Score -42168.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -42206.761719 Penalty: 2240.438232
	Iteration 4Q: 3 clusters Score -42206.76 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -42244.921875 Penalty: 2240.438232
	Iteration 5Q: 3 clusters Score -42244.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -42299.355469 Penalty: 2240.438232
	Iteration 6Q: 3 clusters Score -42299.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -42360.687500 Penalty: 2240.438232
	Iteration 7Q: 3 clusters Score -42360.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -42423.707031 Penalty: 2240.438232
	Iteration 8Q: 3 clusters Score -42423.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -42478.242188 Penalty: 2240.438232
	Iteration 9Q: 3 clusters Score -42478.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -42521.402344 Penalty: 2240.438232
	Iteration 10Q: 3 clusters Score -42521.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -42589.820312 Penalty: 2240.438232
	Iteration 11Q: 3 clusters Score -42589.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -42663.757812 Penalty: 2240.438232
	Iteration 12Q: 3 clusters Score -42663.76 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -42756.031250 Penalty: 2240.438232
	Iteration 13Q: 3 clusters Score -42756.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -42813.234375 Penalty: 2240.438232
	Iteration 14Q: 3 clusters Score -42813.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -42852.007812 Penalty: 2240.438232
	Iteration 15Q: 3 clusters Score -42852.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -42876.042969 Penalty: 2240.438232
	Iteration 16Q: 3 clusters Score -42876.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -42904.140625 Penalty: 2240.438232
	Iteration 17Q: 3 clusters Score -42904.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -42922.296875 Penalty: 2240.438232
	Iteration 18Q: 3 clusters Score -42922.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -42924.976562 Penalty: 2240.438232
	Iteration 19Q: 3 clusters Score -42924.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -42924.976562 Penalty: 2240.438232
	Iteration 20F: 3 clusters Score -42924.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 221138 members 
Mstep: Class 2 contains 8162 members 
Mstep: Class 3 contains 82577 members 
Mstep: Class 4 contains 28468 members 
Mstep: Class 5 contains 91974 members 
Mstep: Class 6 contains 8186 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14733 members 
Mstep: Class 9 contains 59067 members 
Mstep: Class 10 contains 14475 members 
Mstep: Class 11 contains 34058 members 
Mstep: Class 12 contains 8669 members 
Mstep: Class 13 contains 6836 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 4401 members 
Mstep: Class 16 contains 9124 members 
Mstep: Class 17 contains 33573 members 
Mstep: Class 18 contains 14416 members 
Mstep: Class 19 contains 3009 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 9954 members 
Mstep: Class 22 contains 2905 members 
Mstep: Class 23 contains 7893 members 
Mstep: Class 24 contains 1886 members 
Mstep: Class 25 contains 38773 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932712.000000 Penalty: 56928.328125
Iteration 279Q: 27 clusters Score -3.593271e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 220578 members 
Mstep: Class 2 contains 8161 members 
Mstep: Class 3 contains 82656 members 
Mstep: Class 4 contains 28468 members 
Mstep: Class 5 contains 91981 members 
Mstep: Class 6 contains 8193 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14739 members 
Mstep: Class 9 contains 59067 members 
Mstep: Class 10 contains 14474 members 
Mstep: Class 11 contains 34063 members 
Mstep: Class 12 contains 8662 members 
Mstep: Class 13 contains 6836 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 4403 members 
Mstep: Class 16 contains 9124 members 
Mstep: Class 17 contains 33874 members 
Mstep: Class 18 contains 14429 members 
Mstep: Class 19 contains 3003 members 
Mstep: Class 20 contains 1239 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 2903 members 
Mstep: Class 23 contains 7900 members 
Mstep: Class 24 contains 1896 members 
Mstep: Class 25 contains 38909 members 
Mstep: Class 26 contains 986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932672.000000 Penalty: 56928.328125
Iteration 280F: 27 clusters Score -3.593267e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 220043 members 
Mstep: Class 2 contains 8159 members 
Mstep: Class 3 contains 82722 members 
Mstep: Class 4 contains 28468 members 
Mstep: Class 5 contains 91979 members 
Mstep: Class 6 contains 8199 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14744 members 
Mstep: Class 9 contains 59067 members 
Mstep: Class 10 contains 14473 members 
Mstep: Class 11 contains 34083 members 
Mstep: Class 12 contains 8655 members 
Mstep: Class 13 contains 6836 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9124 members 
Mstep: Class 17 contains 34173 members 
Mstep: Class 18 contains 14456 members 
Mstep: Class 19 contains 2998 members 
Mstep: Class 20 contains 1239 members 
Mstep: Class 21 contains 9958 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 7902 members 
Mstep: Class 24 contains 1911 members 
Mstep: Class 25 contains 39027 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932708.000000 Penalty: 56928.328125
Iteration 281Q: 27 clusters Score -3.593271e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 219509 members 
Mstep: Class 2 contains 8159 members 
Mstep: Class 3 contains 82788 members 
Mstep: Class 4 contains 28469 members 
Mstep: Class 5 contains 91975 members 
Mstep: Class 6 contains 8202 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14755 members 
Mstep: Class 9 contains 59067 members 
Mstep: Class 10 contains 14469 members 
Mstep: Class 11 contains 34101 members 
Mstep: Class 12 contains 8643 members 
Mstep: Class 13 contains 6837 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 9124 members 
Mstep: Class 17 contains 34470 members 
Mstep: Class 18 contains 14477 members 
Mstep: Class 19 contains 2990 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 2893 members 
Mstep: Class 23 contains 7905 members 
Mstep: Class 24 contains 1924 members 
Mstep: Class 25 contains 39159 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932852.000000 Penalty: 56928.328125
Iteration 282Q: 27 clusters Score -3.593285e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 219008 members 
Mstep: Class 2 contains 8158 members 
Mstep: Class 3 contains 82838 members 
Mstep: Class 4 contains 28470 members 
Mstep: Class 5 contains 91968 members 
Mstep: Class 6 contains 8209 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14760 members 
Mstep: Class 9 contains 59065 members 
Mstep: Class 10 contains 14466 members 
Mstep: Class 11 contains 34115 members 
Mstep: Class 12 contains 8644 members 
Mstep: Class 13 contains 6838 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 4409 members 
Mstep: Class 16 contains 9124 members 
Mstep: Class 17 contains 34760 members 
Mstep: Class 18 contains 14505 members 
Mstep: Class 19 contains 2978 members 
Mstep: Class 20 contains 1239 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 2889 members 
Mstep: Class 23 contains 7918 members 
Mstep: Class 24 contains 1934 members 
Mstep: Class 25 contains 39265 members 
Mstep: Class 26 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933000.000000 Penalty: 56928.328125
Iteration 283Q: 27 clusters Score -3.5933e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 218526 members 
Mstep: Class 2 contains 8157 members 
Mstep: Class 3 contains 82875 members 
Mstep: Class 4 contains 28470 members 
Mstep: Class 5 contains 91968 members 
Mstep: Class 6 contains 8217 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14766 members 
Mstep: Class 9 contains 59065 members 
Mstep: Class 10 contains 14465 members 
Mstep: Class 11 contains 34117 members 
Mstep: Class 12 contains 8641 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 973 members 
Mstep: Class 15 contains 4409 members 
Mstep: Class 16 contains 9124 members 
Mstep: Class 17 contains 35039 members 
Mstep: Class 18 contains 14538 members 
Mstep: Class 19 contains 2964 members 
Mstep: Class 20 contains 1241 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2887 members 
Mstep: Class 23 contains 7926 members 
Mstep: Class 24 contains 1952 members 
Mstep: Class 25 contains 39375 members 
Mstep: Class 26 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933044.000000 Penalty: 56928.328125
Iteration 284Q: 27 clusters Score -3.593304e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 218086 members 
Mstep: Class 2 contains 8156 members 
Mstep: Class 3 contains 82900 members 
Mstep: Class 4 contains 28471 members 
Mstep: Class 5 contains 91971 members 
Mstep: Class 6 contains 8222 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14771 members 
Mstep: Class 9 contains 59066 members 
Mstep: Class 10 contains 14464 members 
Mstep: Class 11 contains 34114 members 
Mstep: Class 12 contains 8636 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 4409 members 
Mstep: Class 16 contains 9124 members 
Mstep: Class 17 contains 35292 members 
Mstep: Class 18 contains 14568 members 
Mstep: Class 19 contains 2957 members 
Mstep: Class 20 contains 1246 members 
Mstep: Class 21 contains 9954 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 7925 members 
Mstep: Class 24 contains 1968 members 
Mstep: Class 25 contains 39491 members 
Mstep: Class 26 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933084.000000 Penalty: 56928.328125
Iteration 285Q: 27 clusters Score -3.593308e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 217680 members 
Mstep: Class 2 contains 8154 members 
Mstep: Class 3 contains 82915 members 
Mstep: Class 4 contains 28471 members 
Mstep: Class 5 contains 91969 members 
Mstep: Class 6 contains 8224 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14775 members 
Mstep: Class 9 contains 59067 members 
Mstep: Class 10 contains 14465 members 
Mstep: Class 11 contains 34115 members 
Mstep: Class 12 contains 8628 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 4410 members 
Mstep: Class 16 contains 9124 members 
Mstep: Class 17 contains 35551 members 
Mstep: Class 18 contains 14589 members 
Mstep: Class 19 contains 2949 members 
Mstep: Class 20 contains 1248 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 7936 members 
Mstep: Class 24 contains 1974 members 
Mstep: Class 25 contains 39592 members 
Mstep: Class 26 contains 985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933080.000000 Penalty: 56928.328125
Iteration 286Q: 27 clusters Score -3.593308e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 217290 members 
Mstep: Class 2 contains 8152 members 
Mstep: Class 3 contains 82916 members 
Mstep: Class 4 contains 28471 members 
Mstep: Class 5 contains 91976 members 
Mstep: Class 6 contains 8228 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14783 members 
Mstep: Class 9 contains 59067 members 
Mstep: Class 10 contains 14465 members 
Mstep: Class 11 contains 34111 members 
Mstep: Class 12 contains 8625 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 4412 members 
Mstep: Class 16 contains 9124 members 
Mstep: Class 17 contains 35815 members 
Mstep: Class 18 contains 14602 members 
Mstep: Class 19 contains 2944 members 
Mstep: Class 20 contains 1250 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 2886 members 
Mstep: Class 23 contains 7944 members 
Mstep: Class 24 contains 1980 members 
Mstep: Class 25 contains 39680 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933168.000000 Penalty: 56928.328125
Iteration 287Q: 27 clusters Score -3.593317e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 216861 members 
Mstep: Class 2 contains 8152 members 
Mstep: Class 3 contains 82943 members 
Mstep: Class 4 contains 28471 members 
Mstep: Class 5 contains 91986 members 
Mstep: Class 6 contains 8231 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14786 members 
Mstep: Class 9 contains 59067 members 
Mstep: Class 10 contains 14463 members 
Mstep: Class 11 contains 34105 members 
Mstep: Class 12 contains 8622 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 4413 members 
Mstep: Class 16 contains 9124 members 
Mstep: Class 17 contains 36090 members 
Mstep: Class 18 contains 14632 members 
Mstep: Class 19 contains 2940 members 
Mstep: Class 20 contains 1252 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 2886 members 
Mstep: Class 23 contains 7954 members 
Mstep: Class 24 contains 1983 members 
Mstep: Class 25 contains 39760 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933204.000000 Penalty: 56928.328125
Iteration 288Q: 27 clusters Score -3.59332e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 216428 members 
Mstep: Class 2 contains 8153 members 
Mstep: Class 3 contains 82972 members 
Mstep: Class 4 contains 28471 members 
Mstep: Class 5 contains 91991 members 
Mstep: Class 6 contains 8235 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14789 members 
Mstep: Class 9 contains 59067 members 
Mstep: Class 10 contains 14462 members 
Mstep: Class 11 contains 34087 members 
Mstep: Class 12 contains 8618 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 4412 members 
Mstep: Class 16 contains 9124 members 
Mstep: Class 17 contains 36385 members 
Mstep: Class 18 contains 14648 members 
Mstep: Class 19 contains 2938 members 
Mstep: Class 20 contains 1254 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 2881 members 
Mstep: Class 23 contains 7973 members 
Mstep: Class 24 contains 1986 members 
Mstep: Class 25 contains 39847 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933292.000000 Penalty: 56928.328125
Iteration 289Q: 27 clusters Score -3.593329e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 216015 members 
Mstep: Class 2 contains 8151 members 
Mstep: Class 3 contains 82994 members 
Mstep: Class 4 contains 28471 members 
Mstep: Class 5 contains 91984 members 
Mstep: Class 6 contains 8238 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14792 members 
Mstep: Class 9 contains 59067 members 
Mstep: Class 10 contains 14462 members 
Mstep: Class 11 contains 34081 members 
Mstep: Class 12 contains 8616 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 4412 members 
Mstep: Class 16 contains 9124 members 
Mstep: Class 17 contains 36678 members 
Mstep: Class 18 contains 14665 members 
Mstep: Class 19 contains 2936 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 7986 members 
Mstep: Class 24 contains 1988 members 
Mstep: Class 25 contains 39925 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933284.000000 Penalty: 56928.328125
Iteration 290Q: 27 clusters Score -3.593328e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 215615 members 
Mstep: Class 2 contains 8152 members 
Mstep: Class 3 contains 83023 members 
Mstep: Class 4 contains 28471 members 
Mstep: Class 5 contains 91980 members 
Mstep: Class 6 contains 8244 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14797 members 
Mstep: Class 9 contains 59068 members 
Mstep: Class 10 contains 14463 members 
Mstep: Class 11 contains 34065 members 
Mstep: Class 12 contains 8613 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 4412 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 36974 members 
Mstep: Class 18 contains 14678 members 
Mstep: Class 19 contains 2932 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9953 members 
Mstep: Class 22 contains 2881 members 
Mstep: Class 23 contains 8004 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 39983 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933196.000000 Penalty: 56928.328125
Iteration 291Q: 27 clusters Score -3.59332e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 215253 members 
Mstep: Class 2 contains 8154 members 
Mstep: Class 3 contains 83049 members 
Mstep: Class 4 contains 28471 members 
Mstep: Class 5 contains 91979 members 
Mstep: Class 6 contains 8253 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14804 members 
Mstep: Class 9 contains 59069 members 
Mstep: Class 10 contains 14464 members 
Mstep: Class 11 contains 34052 members 
Mstep: Class 12 contains 8612 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4412 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 37233 members 
Mstep: Class 18 contains 14684 members 
Mstep: Class 19 contains 2931 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 8017 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 40037 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933416.000000 Penalty: 56928.328125
Iteration 292Q: 27 clusters Score -3.593342e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214890 members 
Mstep: Class 2 contains 8154 members 
Mstep: Class 3 contains 83061 members 
Mstep: Class 4 contains 28471 members 
Mstep: Class 5 contains 91971 members 
Mstep: Class 6 contains 8257 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14805 members 
Mstep: Class 9 contains 59069 members 
Mstep: Class 10 contains 14464 members 
Mstep: Class 11 contains 34036 members 
Mstep: Class 12 contains 8611 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4414 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 37520 members 
Mstep: Class 18 contains 14701 members 
Mstep: Class 19 contains 2929 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9950 members 
Mstep: Class 22 contains 2881 members 
Mstep: Class 23 contains 8026 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 40096 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933340.000000 Penalty: 56928.328125
Iteration 293Q: 27 clusters Score -3.593334e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214539 members 
Mstep: Class 2 contains 8151 members 
Mstep: Class 3 contains 83070 members 
Mstep: Class 4 contains 28471 members 
Mstep: Class 5 contains 91973 members 
Mstep: Class 6 contains 8262 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14808 members 
Mstep: Class 9 contains 59069 members 
Mstep: Class 10 contains 14464 members 
Mstep: Class 11 contains 34023 members 
Mstep: Class 12 contains 8608 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4415 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 37794 members 
Mstep: Class 18 contains 14718 members 
Mstep: Class 19 contains 2927 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9949 members 
Mstep: Class 22 contains 2881 members 
Mstep: Class 23 contains 8035 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 40149 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933300.000000 Penalty: 56928.328125
Iteration 294Q: 27 clusters Score -3.59333e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 214194 members 
Mstep: Class 2 contains 8151 members 
Mstep: Class 3 contains 83077 members 
Mstep: Class 4 contains 28472 members 
Mstep: Class 5 contains 91973 members 
Mstep: Class 6 contains 8266 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14810 members 
Mstep: Class 9 contains 59070 members 
Mstep: Class 10 contains 14464 members 
Mstep: Class 11 contains 34013 members 
Mstep: Class 12 contains 8606 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4416 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 38027 members 
Mstep: Class 18 contains 14746 members 
Mstep: Class 19 contains 2924 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9949 members 
Mstep: Class 22 contains 2880 members 
Mstep: Class 23 contains 8045 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 40223 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933236.000000 Penalty: 56928.328125
Iteration 295Q: 27 clusters Score -3.593324e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 213875 members 
Mstep: Class 2 contains 8151 members 
Mstep: Class 3 contains 83070 members 
Mstep: Class 4 contains 28472 members 
Mstep: Class 5 contains 91975 members 
Mstep: Class 6 contains 8271 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14812 members 
Mstep: Class 9 contains 59071 members 
Mstep: Class 10 contains 14462 members 
Mstep: Class 11 contains 34015 members 
Mstep: Class 12 contains 8606 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4417 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 38246 members 
Mstep: Class 18 contains 14763 members 
Mstep: Class 19 contains 2921 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9949 members 
Mstep: Class 22 contains 2881 members 
Mstep: Class 23 contains 8052 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 40297 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933212.000000 Penalty: 56928.328125
Iteration 296Q: 27 clusters Score -3.593321e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 213595 members 
Mstep: Class 2 contains 8148 members 
Mstep: Class 3 contains 83071 members 
Mstep: Class 4 contains 28472 members 
Mstep: Class 5 contains 91965 members 
Mstep: Class 6 contains 8272 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14815 members 
Mstep: Class 9 contains 59071 members 
Mstep: Class 10 contains 14462 members 
Mstep: Class 11 contains 34019 members 
Mstep: Class 12 contains 8603 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4414 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 38427 members 
Mstep: Class 18 contains 14780 members 
Mstep: Class 19 contains 2919 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9951 members 
Mstep: Class 22 contains 2881 members 
Mstep: Class 23 contains 8057 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 40383 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933212.000000 Penalty: 56928.328125
Iteration 297Q: 27 clusters Score -3.593321e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 213321 members 
Mstep: Class 2 contains 8147 members 
Mstep: Class 3 contains 83078 members 
Mstep: Class 4 contains 28472 members 
Mstep: Class 5 contains 91951 members 
Mstep: Class 6 contains 8278 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14821 members 
Mstep: Class 9 contains 59071 members 
Mstep: Class 10 contains 14462 members 
Mstep: Class 11 contains 34021 members 
Mstep: Class 12 contains 8602 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4414 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 38597 members 
Mstep: Class 18 contains 14783 members 
Mstep: Class 19 contains 2919 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9951 members 
Mstep: Class 22 contains 2884 members 
Mstep: Class 23 contains 8057 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 40476 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933288.000000 Penalty: 56928.328125
Iteration 298Q: 27 clusters Score -3.593329e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 213044 members 
Mstep: Class 2 contains 8147 members 
Mstep: Class 3 contains 83066 members 
Mstep: Class 4 contains 28472 members 
Mstep: Class 5 contains 91952 members 
Mstep: Class 6 contains 8284 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14822 members 
Mstep: Class 9 contains 59071 members 
Mstep: Class 10 contains 14463 members 
Mstep: Class 11 contains 34022 members 
Mstep: Class 12 contains 8601 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4412 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 38777 members 
Mstep: Class 18 contains 14794 members 
Mstep: Class 19 contains 2919 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9951 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 8060 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 40563 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933324.000000 Penalty: 56928.328125
Iteration 299Q: 27 clusters Score -3.593332e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 212798 members 
Mstep: Class 2 contains 8148 members 
Mstep: Class 3 contains 83059 members 
Mstep: Class 4 contains 28472 members 
Mstep: Class 5 contains 91945 members 
Mstep: Class 6 contains 8286 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14823 members 
Mstep: Class 9 contains 59072 members 
Mstep: Class 10 contains 14463 members 
Mstep: Class 11 contains 34016 members 
Mstep: Class 12 contains 8603 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4412 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 38931 members 
Mstep: Class 18 contains 14803 members 
Mstep: Class 19 contains 2918 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9951 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 8064 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 40655 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933264.000000 Penalty: 56928.328125
Iteration 300F: 27 clusters Score -3.593326e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 212535 members 
Mstep: Class 2 contains 8149 members 
Mstep: Class 3 contains 83057 members 
Mstep: Class 4 contains 28472 members 
Mstep: Class 5 contains 91945 members 
Mstep: Class 6 contains 8288 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14826 members 
Mstep: Class 9 contains 59072 members 
Mstep: Class 10 contains 14462 members 
Mstep: Class 11 contains 34017 members 
Mstep: Class 12 contains 8604 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4412 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 39081 members 
Mstep: Class 18 contains 14813 members 
Mstep: Class 19 contains 2917 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9951 members 
Mstep: Class 22 contains 2884 members 
Mstep: Class 23 contains 8068 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 40751 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933228.000000 Penalty: 56928.328125
Iteration 301Q: 27 clusters Score -3.593323e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 212305 members 
Mstep: Class 2 contains 8148 members 
Mstep: Class 3 contains 83055 members 
Mstep: Class 4 contains 28473 members 
Mstep: Class 5 contains 91939 members 
Mstep: Class 6 contains 8288 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14827 members 
Mstep: Class 9 contains 59072 members 
Mstep: Class 10 contains 14462 members 
Mstep: Class 11 contains 34019 members 
Mstep: Class 12 contains 8604 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4411 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 39214 members 
Mstep: Class 18 contains 14823 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9951 members 
Mstep: Class 22 contains 2884 members 
Mstep: Class 23 contains 8070 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 40843 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933224.000000 Penalty: 56928.328125
Iteration 302Q: 27 clusters Score -3.593322e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 212097 members 
Mstep: Class 2 contains 8148 members 
Mstep: Class 3 contains 83082 members 
Mstep: Class 4 contains 28473 members 
Mstep: Class 5 contains 91932 members 
Mstep: Class 6 contains 8289 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14831 members 
Mstep: Class 9 contains 59072 members 
Mstep: Class 10 contains 14463 members 
Mstep: Class 11 contains 34013 members 
Mstep: Class 12 contains 8604 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4411 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 39319 members 
Mstep: Class 18 contains 14838 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9951 members 
Mstep: Class 22 contains 2884 members 
Mstep: Class 23 contains 8071 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 40910 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933264.000000 Penalty: 56928.328125
Iteration 303Q: 27 clusters Score -3.593326e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 211917 members 
Mstep: Class 2 contains 8148 members 
Mstep: Class 3 contains 83107 members 
Mstep: Class 4 contains 28473 members 
Mstep: Class 5 contains 91918 members 
Mstep: Class 6 contains 8289 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14832 members 
Mstep: Class 9 contains 59073 members 
Mstep: Class 10 contains 14463 members 
Mstep: Class 11 contains 34014 members 
Mstep: Class 12 contains 8605 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4411 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 39406 members 
Mstep: Class 18 contains 14848 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9951 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 8071 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 40979 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933248.000000 Penalty: 56928.328125
Iteration 304Q: 27 clusters Score -3.593325e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 211707 members 
Mstep: Class 2 contains 8149 members 
Mstep: Class 3 contains 83137 members 
Mstep: Class 4 contains 28473 members 
Mstep: Class 5 contains 91908 members 
Mstep: Class 6 contains 8291 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14835 members 
Mstep: Class 9 contains 59074 members 
Mstep: Class 10 contains 14463 members 
Mstep: Class 11 contains 34014 members 
Mstep: Class 12 contains 8608 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4411 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 39500 members 
Mstep: Class 18 contains 14856 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2883 members 
Mstep: Class 23 contains 8071 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 41056 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933216.000000 Penalty: 56928.328125
Iteration 305Q: 27 clusters Score -3.593322e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 211526 members 
Mstep: Class 2 contains 8149 members 
Mstep: Class 3 contains 83155 members 
Mstep: Class 4 contains 28473 members 
Mstep: Class 5 contains 91904 members 
Mstep: Class 6 contains 8291 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14835 members 
Mstep: Class 9 contains 59075 members 
Mstep: Class 10 contains 14464 members 
Mstep: Class 11 contains 34018 members 
Mstep: Class 12 contains 8607 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4410 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 39580 members 
Mstep: Class 18 contains 14866 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2884 members 
Mstep: Class 23 contains 8071 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 41128 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933236.000000 Penalty: 56928.328125
Iteration 306Q: 27 clusters Score -3.593324e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 211342 members 
Mstep: Class 2 contains 8147 members 
Mstep: Class 3 contains 83160 members 
Mstep: Class 4 contains 28473 members 
Mstep: Class 5 contains 91897 members 
Mstep: Class 6 contains 8292 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14836 members 
Mstep: Class 9 contains 59075 members 
Mstep: Class 10 contains 14465 members 
Mstep: Class 11 contains 34019 members 
Mstep: Class 12 contains 8606 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4410 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 39667 members 
Mstep: Class 18 contains 14876 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 8071 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 41215 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933256.000000 Penalty: 56928.328125
Iteration 307Q: 27 clusters Score -3.593326e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 211173 members 
Mstep: Class 2 contains 8146 members 
Mstep: Class 3 contains 83168 members 
Mstep: Class 4 contains 28473 members 
Mstep: Class 5 contains 91891 members 
Mstep: Class 6 contains 8294 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14836 members 
Mstep: Class 9 contains 59075 members 
Mstep: Class 10 contains 14465 members 
Mstep: Class 11 contains 34022 members 
Mstep: Class 12 contains 8606 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4409 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 39751 members 
Mstep: Class 18 contains 14877 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 8071 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 41294 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933256.000000 Penalty: 56928.328125
Iteration 308Q: 27 clusters Score -3.593326e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 211006 members 
Mstep: Class 2 contains 8145 members 
Mstep: Class 3 contains 83181 members 
Mstep: Class 4 contains 28473 members 
Mstep: Class 5 contains 91891 members 
Mstep: Class 6 contains 8295 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14836 members 
Mstep: Class 9 contains 59075 members 
Mstep: Class 10 contains 14465 members 
Mstep: Class 11 contains 34020 members 
Mstep: Class 12 contains 8604 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4409 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 39832 members 
Mstep: Class 18 contains 14880 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 8072 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 41367 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933300.000000 Penalty: 56928.328125
Iteration 309Q: 27 clusters Score -3.59333e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 210838 members 
Mstep: Class 2 contains 8142 members 
Mstep: Class 3 contains 83187 members 
Mstep: Class 4 contains 28473 members 
Mstep: Class 5 contains 91889 members 
Mstep: Class 6 contains 8298 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14837 members 
Mstep: Class 9 contains 59075 members 
Mstep: Class 10 contains 14465 members 
Mstep: Class 11 contains 34022 members 
Mstep: Class 12 contains 8602 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4409 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 39916 members 
Mstep: Class 18 contains 14884 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 8073 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 41441 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933292.000000 Penalty: 56928.328125
Iteration 310Q: 27 clusters Score -3.593329e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 210690 members 
Mstep: Class 2 contains 8140 members 
Mstep: Class 3 contains 83192 members 
Mstep: Class 4 contains 28473 members 
Mstep: Class 5 contains 91884 members 
Mstep: Class 6 contains 8302 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14836 members 
Mstep: Class 9 contains 59074 members 
Mstep: Class 10 contains 14465 members 
Mstep: Class 11 contains 34015 members 
Mstep: Class 12 contains 8601 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4409 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 40016 members 
Mstep: Class 18 contains 14879 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 8073 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 41502 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933324.000000 Penalty: 56928.328125
Iteration 311Q: 27 clusters Score -3.593332e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 210528 members 
Mstep: Class 2 contains 8140 members 
Mstep: Class 3 contains 83199 members 
Mstep: Class 4 contains 28473 members 
Mstep: Class 5 contains 91881 members 
Mstep: Class 6 contains 8307 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14835 members 
Mstep: Class 9 contains 59074 members 
Mstep: Class 10 contains 14465 members 
Mstep: Class 11 contains 34010 members 
Mstep: Class 12 contains 8598 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4409 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 40117 members 
Mstep: Class 18 contains 14873 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 8073 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 41569 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933320.000000 Penalty: 56928.328125
Iteration 312Q: 27 clusters Score -3.593332e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 210362 members 
Mstep: Class 2 contains 8140 members 
Mstep: Class 3 contains 83204 members 
Mstep: Class 4 contains 28473 members 
Mstep: Class 5 contains 91882 members 
Mstep: Class 6 contains 8309 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14833 members 
Mstep: Class 9 contains 59074 members 
Mstep: Class 10 contains 14465 members 
Mstep: Class 11 contains 34006 members 
Mstep: Class 12 contains 8593 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4408 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 40232 members 
Mstep: Class 18 contains 14871 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 8074 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 41625 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933364.000000 Penalty: 56928.328125
Iteration 313Q: 27 clusters Score -3.593336e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 210224 members 
Mstep: Class 2 contains 8140 members 
Mstep: Class 3 contains 83204 members 
Mstep: Class 4 contains 28473 members 
Mstep: Class 5 contains 91885 members 
Mstep: Class 6 contains 8311 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14831 members 
Mstep: Class 9 contains 59074 members 
Mstep: Class 10 contains 14464 members 
Mstep: Class 11 contains 33999 members 
Mstep: Class 12 contains 8591 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 40331 members 
Mstep: Class 18 contains 14874 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 8075 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 41669 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933388.000000 Penalty: 56928.328125
Iteration 314Q: 27 clusters Score -3.593339e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 210085 members 
Mstep: Class 2 contains 8139 members 
Mstep: Class 3 contains 83220 members 
Mstep: Class 4 contains 28473 members 
Mstep: Class 5 contains 91889 members 
Mstep: Class 6 contains 8312 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14831 members 
Mstep: Class 9 contains 59074 members 
Mstep: Class 10 contains 14464 members 
Mstep: Class 11 contains 34002 members 
Mstep: Class 12 contains 8590 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 4405 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 40403 members 
Mstep: Class 18 contains 14884 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2884 members 
Mstep: Class 23 contains 8075 members 
Mstep: Class 24 contains 1992 members 
Mstep: Class 25 contains 41705 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933468.000000 Penalty: 56928.328125
Iteration 315Q: 27 clusters Score -3.593347e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 209940 members 
Mstep: Class 2 contains 8139 members 
Mstep: Class 3 contains 83243 members 
Mstep: Class 4 contains 28473 members 
Mstep: Class 5 contains 91889 members 
Mstep: Class 6 contains 8312 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14831 members 
Mstep: Class 9 contains 59074 members 
Mstep: Class 10 contains 14464 members 
Mstep: Class 11 contains 34002 members 
Mstep: Class 12 contains 8587 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 40481 members 
Mstep: Class 18 contains 14895 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2884 members 
Mstep: Class 23 contains 8076 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 41739 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933424.000000 Penalty: 56928.328125
Iteration 316Q: 27 clusters Score -3.593342e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 209801 members 
Mstep: Class 2 contains 8139 members 
Mstep: Class 3 contains 83254 members 
Mstep: Class 4 contains 28473 members 
Mstep: Class 5 contains 91893 members 
Mstep: Class 6 contains 8312 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14832 members 
Mstep: Class 9 contains 59074 members 
Mstep: Class 10 contains 14464 members 
Mstep: Class 11 contains 34006 members 
Mstep: Class 12 contains 8586 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 4405 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 40563 members 
Mstep: Class 18 contains 14904 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 8079 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 41765 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933516.000000 Penalty: 56928.328125
Iteration 317Q: 27 clusters Score -3.593352e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 209662 members 
Mstep: Class 2 contains 8139 members 
Mstep: Class 3 contains 83258 members 
Mstep: Class 4 contains 28473 members 
Mstep: Class 5 contains 91894 members 
Mstep: Class 6 contains 8312 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14835 members 
Mstep: Class 9 contains 59074 members 
Mstep: Class 10 contains 14464 members 
Mstep: Class 11 contains 34005 members 
Mstep: Class 12 contains 8584 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 4405 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 40655 members 
Mstep: Class 18 contains 14913 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 41795 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933492.000000 Penalty: 56928.328125
Iteration 318Q: 27 clusters Score -3.593349e+07 nChanged 162
Entering ConstructFrom: 
Score: -35933492.000000 Penalty: 56928.328125
Entering ConstructFrom: 
Trying to split cluster 1 (209555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209555 members 
Entering Unmasked Estep 
Score: -11313015.000000 Penalty: 1991.070557
	Iteration 0F: 2 clusters Score -1.131302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104583 members 
Mstep: Class 2 contains 104972 members 
Entering Unmasked Estep 
Score: -11171393.000000 Penalty: 3982.141113
	Iteration 0F: 3 clusters Score -1.117139e+07 nChanged 101879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101540 members 
Mstep: Class 2 contains 108015 members 
Entering Unmasked Estep 
Score: -11232521.000000 Penalty: 3982.141113
	Iteration 1F: 3 clusters Score -1.123252e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99906 members 
Mstep: Class 2 contains 109649 members 
Entering Unmasked Estep 
Score: -11233931.000000 Penalty: 3982.141113
	Iteration 2Q: 3 clusters Score -1.123393e+07 nChanged 6721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97391 members 
Mstep: Class 2 contains 112164 members 
Entering Unmasked Estep 
Score: -11236101.000000 Penalty: 3982.141113
	Iteration 3Q: 3 clusters Score -1.12361e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93566 members 
Mstep: Class 2 contains 115989 members 
Entering Unmasked Estep 
Score: -11239724.000000 Penalty: 3982.141113
	Iteration 4Q: 3 clusters Score -1.123972e+07 nChanged 9647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88015 members 
Mstep: Class 2 contains 121540 members 
Entering Unmasked Estep 
Score: -11244591.000000 Penalty: 3982.141113
	Iteration 5Q: 3 clusters Score -1.124459e+07 nChanged 11211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80638 members 
Mstep: Class 2 contains 128917 members 
Entering Unmasked Estep 
Score: -11251709.000000 Penalty: 3982.141113
	Iteration 6F: 3 clusters Score -1.125171e+07 nChanged 12297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71549 members 
Mstep: Class 2 contains 138006 members 
Entering Unmasked Estep 
Score: -11260040.000000 Penalty: 3982.141113
	Iteration 7F: 3 clusters Score -1.126004e+07 nChanged 12536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61371 members 
Mstep: Class 2 contains 148184 members 
Entering Unmasked Estep 
Score: -11268862.000000 Penalty: 3982.141113
	Iteration 8F: 3 clusters Score -1.126886e+07 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 158466 members 
Entering Unmasked Estep 
Score: -11277101.000000 Penalty: 3982.141113
	Iteration 9F: 3 clusters Score -1.12771e+07 nChanged 10503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 168075 members 
Entering Unmasked Estep 
Score: -11284205.000000 Penalty: 3982.141113
	Iteration 10F: 3 clusters Score -1.12842e+07 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 176586 members 
Entering Unmasked Estep 
Score: -11289978.000000 Penalty: 3982.141113
	Iteration 11Q: 3 clusters Score -1.128998e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 184013 members 
Entering Unmasked Estep 
Score: -11294893.000000 Penalty: 3982.141113
	Iteration 12Q: 3 clusters Score -1.129489e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 190427 members 
Entering Unmasked Estep 
Score: -11298883.000000 Penalty: 3982.141113
	Iteration 13Q: 3 clusters Score -1.129888e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 195802 members 
Entering Unmasked Estep 
Score: -11302541.000000 Penalty: 3982.141113
	Iteration 14Q: 3 clusters Score -1.130254e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 200153 members 
Entering Unmasked Estep 
Score: -11305490.000000 Penalty: 3982.141113
	Iteration 15Q: 3 clusters Score -1.130549e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 203376 members 
Entering Unmasked Estep 
Score: -11307677.000000 Penalty: 3982.141113
	Iteration 16Q: 3 clusters Score -1.130768e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 205591 members 
Entering Unmasked Estep 
Score: -11309049.000000 Penalty: 3982.141113
	Iteration 17Q: 3 clusters Score -1.130905e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 207022 members 
Entering Unmasked Estep 
Score: -11309939.000000 Penalty: 3982.141113
	Iteration 18Q: 3 clusters Score -1.130994e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 207872 members 
Entering Unmasked Estep 
Score: -11310463.000000 Penalty: 3982.141113
	Iteration 19Q: 3 clusters Score -1.131046e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 208373 members 
Entering Unmasked Estep 
Score: -11310785.000000 Penalty: 3982.141113
	Iteration 20F: 3 clusters Score -1.131078e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 208641 members 
Entering Unmasked Estep 
Score: -11310978.000000 Penalty: 3982.141113
	Iteration 21Q: 3 clusters Score -1.131098e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 208786 members 
Entering Unmasked Estep 
Score: -11311071.000000 Penalty: 3982.141113
	Iteration 22Q: 3 clusters Score -1.131107e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 208884 members 
Entering Unmasked Estep 
Score: -11311126.000000 Penalty: 3982.141113
	Iteration 23Q: 3 clusters Score -1.131113e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 208951 members 
Entering Unmasked Estep 
Score: -11311152.000000 Penalty: 3982.141113
	Iteration 24Q: 3 clusters Score -1.131115e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 208993 members 
Entering Unmasked Estep 
Score: -11311192.000000 Penalty: 3982.141113
	Iteration 25Q: 3 clusters Score -1.131119e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 209029 members 
Entering Unmasked Estep 
Score: -11311228.000000 Penalty: 3982.141113
	Iteration 26Q: 3 clusters Score -1.131123e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 209054 members 
Entering Unmasked Estep 
Score: -11311235.000000 Penalty: 3982.141113
	Iteration 27Q: 3 clusters Score -1.131124e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 209075 members 
Entering Unmasked Estep 
Score: -11311254.000000 Penalty: 3982.141113
	Iteration 28Q: 3 clusters Score -1.131125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 209090 members 
Entering Unmasked Estep 
Score: -11311260.000000 Penalty: 3982.141113
	Iteration 29Q: 3 clusters Score -1.131126e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 209099 members 
Entering Unmasked Estep 
Score: -11311272.000000 Penalty: 3982.141113
	Iteration 30Q: 3 clusters Score -1.131127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 209099 members 
Entering Unmasked Estep 
Score: -11311272.000000 Penalty: 3982.141113
	Iteration 31Q: 3 clusters Score -1.131127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 209100 members 
Entering Unmasked Estep 
Score: -11311273.000000 Penalty: 3982.141113
	Iteration 32Q: 3 clusters Score -1.131127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 209107 members 
Entering Unmasked Estep 
Score: -11311294.000000 Penalty: 3982.141113
	Iteration 33Q: 3 clusters Score -1.131129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 209114 members 
Entering Unmasked Estep 
Score: -11311298.000000 Penalty: 3982.141113
	Iteration 34Q: 3 clusters Score -1.13113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 209120 members 
Entering Unmasked Estep 
Score: -11311308.000000 Penalty: 3982.141113
	Iteration 35Q: 3 clusters Score -1.131131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 209121 members 
Entering Unmasked Estep 
Score: -11311301.000000 Penalty: 3982.141113
	Iteration 36Q: 3 clusters Score -1.13113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 209124 members 
Entering Unmasked Estep 
Score: -11311298.000000 Penalty: 3982.141113
	Iteration 37Q: 3 clusters Score -1.13113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 209127 members 
Entering Unmasked Estep 
Score: -11311301.000000 Penalty: 3982.141113
	Iteration 38Q: 3 clusters Score -1.13113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 209130 members 
Entering Unmasked Estep 
Score: -11311313.000000 Penalty: 3982.141113
	Iteration 39Q: 3 clusters Score -1.131131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 209132 members 
Entering Unmasked Estep 
Score: -11311315.000000 Penalty: 3982.141113
	Iteration 40F: 3 clusters Score -1.131132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 209135 members 
Entering Unmasked Estep 
Score: -11311309.000000 Penalty: 3982.141113
	Iteration 41Q: 3 clusters Score -1.131131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 209137 members 
Entering Unmasked Estep 
Score: -11311315.000000 Penalty: 3982.141113
	Iteration 42Q: 3 clusters Score -1.131132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 209138 members 
Entering Unmasked Estep 
Score: -11311313.000000 Penalty: 3982.141113
	Iteration 43Q: 3 clusters Score -1.131131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 209139 members 
Entering Unmasked Estep 
Score: -11311305.000000 Penalty: 3982.141113
	Iteration 44Q: 3 clusters Score -1.13113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 209140 members 
Entering Unmasked Estep 
Score: -11311310.000000 Penalty: 3982.141113
	Iteration 45Q: 3 clusters Score -1.131131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 209141 members 
Entering Unmasked Estep 
Score: -11311309.000000 Penalty: 3982.141113
	Iteration 46Q: 3 clusters Score -1.131131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 209141 members 
Entering Unmasked Estep 
Score: -11311309.000000 Penalty: 3982.141113
	Iteration 47F: 3 clusters Score -1.131131e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Entering Unmasked Estep 
Score: -408589.250000 Penalty: 1463.238647
	Iteration 0F: 2 clusters Score -408589.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -402522.375000 Penalty: 2926.477295
	Iteration 0F: 3 clusters Score -402522.4 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -404521.156250 Penalty: 2926.477295
	Iteration 1F: 3 clusters Score -404521.2 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -405014.312500 Penalty: 2926.477295
	Iteration 2F: 3 clusters Score -405014.3 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -405688.343750 Penalty: 2926.477295
	Iteration 3F: 3 clusters Score -405688.3 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -406370.750000 Penalty: 2926.477295
	Iteration 4F: 3 clusters Score -406370.8 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -406976.718750 Penalty: 2926.477295
	Iteration 5F: 3 clusters Score -406976.7 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -407392.031250 Penalty: 2926.477295
	Iteration 6F: 3 clusters Score -407392 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -407591.093750 Penalty: 2926.477295
	Iteration 7Q: 3 clusters Score -407591.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -407673.718750 Penalty: 2926.477295
	Iteration 8Q: 3 clusters Score -407673.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -407713.156250 Penalty: 2926.477295
	Iteration 9Q: 3 clusters Score -407713.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -407734.375000 Penalty: 2926.477295
	Iteration 10Q: 3 clusters Score -407734.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -407743.750000 Penalty: 2926.477295
	Iteration 11Q: 3 clusters Score -407743.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -407748.125000 Penalty: 2926.477295
	Iteration 12Q: 3 clusters Score -407748.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -407753.187500 Penalty: 2926.477295
	Iteration 13Q: 3 clusters Score -407753.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -407755.468750 Penalty: 2926.477295
	Iteration 14Q: 3 clusters Score -407755.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -407757.875000 Penalty: 2926.477295
	Iteration 15Q: 3 clusters Score -407757.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -407759.250000 Penalty: 2926.477295
	Iteration 16Q: 3 clusters Score -407759.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -407758.843750 Penalty: 2926.477295
	Iteration 17Q: 3 clusters Score -407758.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -407760.187500 Penalty: 2926.477295
	Iteration 18Q: 3 clusters Score -407760.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -407760.187500 Penalty: 2926.477295
	Iteration 19F: 3 clusters Score -407760.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (83253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83253 members 
Entering Unmasked Estep 
Score: -4444052.000000 Penalty: 1841.066406
	Iteration 0F: 2 clusters Score -4444052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -4388527.000000 Penalty: 3682.132812
	Iteration 0F: 3 clusters Score -4388527 nChanged 39602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -4412079.000000 Penalty: 3682.132812
	Iteration 1F: 3 clusters Score -4412079 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -4413758.500000 Penalty: 3682.132812
	Iteration 2Q: 3 clusters Score -4413758 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 50750 members 
Entering Unmasked Estep 
Score: -4416707.500000 Penalty: 3682.132812
	Iteration 3F: 3 clusters Score -4416708 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 55569 members 
Entering Unmasked Estep 
Score: -4421533.000000 Penalty: 3682.132812
	Iteration 4F: 3 clusters Score -4421533 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 61204 members 
Entering Unmasked Estep 
Score: -4427756.000000 Penalty: 3682.132812
	Iteration 5F: 3 clusters Score -4427756 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 66636 members 
Entering Unmasked Estep 
Score: -4433471.000000 Penalty: 3682.132812
	Iteration 6F: 3 clusters Score -4433471 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 70880 members 
Entering Unmasked Estep 
Score: -4437693.000000 Penalty: 3682.132812
	Iteration 7F: 3 clusters Score -4437693 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 73668 members 
Entering Unmasked Estep 
Score: -4440417.500000 Penalty: 3682.132812
	Iteration 8Q: 3 clusters Score -4440418 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 75333 members 
Entering Unmasked Estep 
Score: -4441892.000000 Penalty: 3682.132812
	Iteration 9Q: 3 clusters Score -4441892 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 76347 members 
Entering Unmasked Estep 
Score: -4442701.500000 Penalty: 3682.132812
	Iteration 10Q: 3 clusters Score -4442702 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 77067 members 
Entering Unmasked Estep 
Score: -4443121.000000 Penalty: 3682.132812
	Iteration 11Q: 3 clusters Score -4443121 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 77611 members 
Entering Unmasked Estep 
Score: -4443370.500000 Penalty: 3682.132812
	Iteration 12Q: 3 clusters Score -4443370 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 78051 members 
Entering Unmasked Estep 
Score: -4443530.500000 Penalty: 3682.132812
	Iteration 13Q: 3 clusters Score -4443530 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -4443643.500000 Penalty: 3682.132812
	Iteration 14Q: 3 clusters Score -4443644 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 78685 members 
Entering Unmasked Estep 
Score: -4443706.000000 Penalty: 3682.132812
	Iteration 15Q: 3 clusters Score -4443706 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 78931 members 
Entering Unmasked Estep 
Score: -4443778.000000 Penalty: 3682.132812
	Iteration 16Q: 3 clusters Score -4443778 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 79138 members 
Entering Unmasked Estep 
Score: -4443834.500000 Penalty: 3682.132812
	Iteration 17Q: 3 clusters Score -4443834 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 79304 members 
Entering Unmasked Estep 
Score: -4443848.000000 Penalty: 3682.132812
	Iteration 18Q: 3 clusters Score -4443848 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 79441 members 
Entering Unmasked Estep 
Score: -4443903.500000 Penalty: 3682.132812
	Iteration 19Q: 3 clusters Score -4443904 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 79552 members 
Entering Unmasked Estep 
Score: -4443925.000000 Penalty: 3682.132812
	Iteration 20F: 3 clusters Score -4443925 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 79636 members 
Entering Unmasked Estep 
Score: -4443940.500000 Penalty: 3682.132812
	Iteration 21Q: 3 clusters Score -4443940 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 79711 members 
Entering Unmasked Estep 
Score: -4443957.000000 Penalty: 3682.132812
	Iteration 22Q: 3 clusters Score -4443957 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 79783 members 
Entering Unmasked Estep 
Score: -4443951.000000 Penalty: 3682.132812
	Iteration 23Q: 3 clusters Score -4443951 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 79845 members 
Entering Unmasked Estep 
Score: -4443954.000000 Penalty: 3682.132812
	Iteration 24Q: 3 clusters Score -4443954 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 79885 members 
Entering Unmasked Estep 
Score: -4443954.000000 Penalty: 3682.132812
	Iteration 25Q: 3 clusters Score -4443954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 79921 members 
Entering Unmasked Estep 
Score: -4443968.500000 Penalty: 3682.132812
	Iteration 26Q: 3 clusters Score -4443968 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 79963 members 
Entering Unmasked Estep 
Score: -4443975.500000 Penalty: 3682.132812
	Iteration 27Q: 3 clusters Score -4443976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 80003 members 
Entering Unmasked Estep 
Score: -4443991.000000 Penalty: 3682.132812
	Iteration 28Q: 3 clusters Score -4443991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 80032 members 
Entering Unmasked Estep 
Score: -4443990.000000 Penalty: 3682.132812
	Iteration 29Q: 3 clusters Score -4443990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 80057 members 
Entering Unmasked Estep 
Score: -4443996.500000 Penalty: 3682.132812
	Iteration 30Q: 3 clusters Score -4443996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 80078 members 
Entering Unmasked Estep 
Score: -4443997.500000 Penalty: 3682.132812
	Iteration 31Q: 3 clusters Score -4443998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 80086 members 
Entering Unmasked Estep 
Score: -4443992.000000 Penalty: 3682.132812
	Iteration 32Q: 3 clusters Score -4443992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 80094 members 
Entering Unmasked Estep 
Score: -4443992.000000 Penalty: 3682.132812
	Iteration 33Q: 3 clusters Score -4443992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 80103 members 
Entering Unmasked Estep 
Score: -4443997.500000 Penalty: 3682.132812
	Iteration 34Q: 3 clusters Score -4443998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 80109 members 
Entering Unmasked Estep 
Score: -4443997.500000 Penalty: 3682.132812
	Iteration 35Q: 3 clusters Score -4443998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 80114 members 
Entering Unmasked Estep 
Score: -4443991.500000 Penalty: 3682.132812
	Iteration 36Q: 3 clusters Score -4443992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 80122 members 
Entering Unmasked Estep 
Score: -4443991.000000 Penalty: 3682.132812
	Iteration 37Q: 3 clusters Score -4443991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 80126 members 
Entering Unmasked Estep 
Score: -4443998.000000 Penalty: 3682.132812
	Iteration 38Q: 3 clusters Score -4443998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 80129 members 
Entering Unmasked Estep 
Score: -4443991.000000 Penalty: 3682.132812
	Iteration 39Q: 3 clusters Score -4443991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 80131 members 
Entering Unmasked Estep 
Score: -4443992.000000 Penalty: 3682.132812
	Iteration 40F: 3 clusters Score -4443992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 80133 members 
Entering Unmasked Estep 
Score: -4443996.500000 Penalty: 3682.132812
	Iteration 41Q: 3 clusters Score -4443996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 80135 members 
Entering Unmasked Estep 
Score: -4443996.500000 Penalty: 3682.132812
	Iteration 42Q: 3 clusters Score -4443996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 80138 members 
Entering Unmasked Estep 
Score: -4443994.500000 Penalty: 3682.132812
	Iteration 43Q: 3 clusters Score -4443994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 80140 members 
Entering Unmasked Estep 
Score: -4443993.000000 Penalty: 3682.132812
	Iteration 44Q: 3 clusters Score -4443993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 80142 members 
Entering Unmasked Estep 
Score: -4443990.500000 Penalty: 3682.132812
	Iteration 45Q: 3 clusters Score -4443990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 80144 members 
Entering Unmasked Estep 
Score: -4443990.000000 Penalty: 3682.132812
	Iteration 46Q: 3 clusters Score -4443990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 80146 members 
Entering Unmasked Estep 
Score: -4443989.000000 Penalty: 3682.132812
	Iteration 47Q: 3 clusters Score -4443989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 80149 members 
Entering Unmasked Estep 
Score: -4443990.500000 Penalty: 3682.132812
	Iteration 48Q: 3 clusters Score -4443990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 80150 members 
Entering Unmasked Estep 
Score: -4443989.000000 Penalty: 3682.132812
	Iteration 49Q: 3 clusters Score -4443989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 80152 members 
Entering Unmasked Estep 
Score: -4443989.500000 Penalty: 3682.132812
	Iteration 50Q: 3 clusters Score -4443990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 80152 members 
Entering Unmasked Estep 
Score: -4443989.500000 Penalty: 3682.132812
	Iteration 51F: 3 clusters Score -4443990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Entering Unmasked Estep 
Score: -1485401.000000 Penalty: 1666.721313
	Iteration 0F: 2 clusters Score -1485401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1466163.000000 Penalty: 3333.442627
	Iteration 0F: 3 clusters Score -1466163 nChanged 13241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1473446.125000 Penalty: 3333.442627
	Iteration 1F: 3 clusters Score -1473446 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1473995.750000 Penalty: 3333.442627
	Iteration 2Q: 3 clusters Score -1473996 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1474831.625000 Penalty: 3333.442627
	Iteration 3F: 3 clusters Score -1474832 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1476124.875000 Penalty: 3333.442627
	Iteration 4F: 3 clusters Score -1476125 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -1477763.125000 Penalty: 3333.442627
	Iteration 5F: 3 clusters Score -1477763 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -1479286.750000 Penalty: 3333.442627
	Iteration 6F: 3 clusters Score -1479287 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -1480402.250000 Penalty: 3333.442627
	Iteration 7F: 3 clusters Score -1480402 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -1481140.250000 Penalty: 3333.442627
	Iteration 8F: 3 clusters Score -1481140 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -1481565.875000 Penalty: 3333.442627
	Iteration 9Q: 3 clusters Score -1481566 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -1481804.625000 Penalty: 3333.442627
	Iteration 10Q: 3 clusters Score -1481805 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -1481960.125000 Penalty: 3333.442627
	Iteration 11Q: 3 clusters Score -1481960 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -1482095.375000 Penalty: 3333.442627
	Iteration 12Q: 3 clusters Score -1482095 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -1482223.250000 Penalty: 3333.442627
	Iteration 13Q: 3 clusters Score -1482223 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -1482352.125000 Penalty: 3333.442627
	Iteration 14Q: 3 clusters Score -1482352 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -1482499.625000 Penalty: 3333.442627
	Iteration 15Q: 3 clusters Score -1482500 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -1482642.625000 Penalty: 3333.442627
	Iteration 16Q: 3 clusters Score -1482643 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -1482799.500000 Penalty: 3333.442627
	Iteration 17Q: 3 clusters Score -1482800 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -1482953.500000 Penalty: 3333.442627
	Iteration 18Q: 3 clusters Score -1482954 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -1483123.250000 Penalty: 3333.442627
	Iteration 19Q: 3 clusters Score -1483123 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -1483278.500000 Penalty: 3333.442627
	Iteration 20F: 3 clusters Score -1483278 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -1483427.375000 Penalty: 3333.442627
	Iteration 21Q: 3 clusters Score -1483427 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -1483564.750000 Penalty: 3333.442627
	Iteration 22Q: 3 clusters Score -1483565 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -1483692.000000 Penalty: 3333.442627
	Iteration 23Q: 3 clusters Score -1483692 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -1483798.750000 Penalty: 3333.442627
	Iteration 24Q: 3 clusters Score -1483799 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -1483894.500000 Penalty: 3333.442627
	Iteration 25Q: 3 clusters Score -1483894 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -1483959.250000 Penalty: 3333.442627
	Iteration 26Q: 3 clusters Score -1483959 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -1484010.625000 Penalty: 3333.442627
	Iteration 27Q: 3 clusters Score -1484011 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -1484041.000000 Penalty: 3333.442627
	Iteration 28Q: 3 clusters Score -1484041 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -1484069.750000 Penalty: 3333.442627
	Iteration 29Q: 3 clusters Score -1484070 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -1484086.125000 Penalty: 3333.442627
	Iteration 30Q: 3 clusters Score -1484086 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -1484098.000000 Penalty: 3333.442627
	Iteration 31Q: 3 clusters Score -1484098 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -1484115.250000 Penalty: 3333.442627
	Iteration 32Q: 3 clusters Score -1484115 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -1484133.625000 Penalty: 3333.442627
	Iteration 33Q: 3 clusters Score -1484134 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -1484142.875000 Penalty: 3333.442627
	Iteration 34Q: 3 clusters Score -1484143 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -1484151.375000 Penalty: 3333.442627
	Iteration 35Q: 3 clusters Score -1484151 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -1484158.625000 Penalty: 3333.442627
	Iteration 36Q: 3 clusters Score -1484159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -1484160.875000 Penalty: 3333.442627
	Iteration 37Q: 3 clusters Score -1484161 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -1484164.000000 Penalty: 3333.442627
	Iteration 38Q: 3 clusters Score -1484164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -1484167.625000 Penalty: 3333.442627
	Iteration 39Q: 3 clusters Score -1484168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -1484172.125000 Penalty: 3333.442627
	Iteration 40F: 3 clusters Score -1484172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -1484171.875000 Penalty: 3333.442627
	Iteration 41Q: 3 clusters Score -1484172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -1484170.125000 Penalty: 3333.442627
	Iteration 42Q: 3 clusters Score -1484170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -1484173.750000 Penalty: 3333.442627
	Iteration 43Q: 3 clusters Score -1484174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -1484178.500000 Penalty: 3333.442627
	Iteration 44Q: 3 clusters Score -1484178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -1484179.375000 Penalty: 3333.442627
	Iteration 45Q: 3 clusters Score -1484179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -1484179.750000 Penalty: 3333.442627
	Iteration 46Q: 3 clusters Score -1484180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -1484180.625000 Penalty: 3333.442627
	Iteration 47Q: 3 clusters Score -1484181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -1484180.625000 Penalty: 3333.442627
	Iteration 48F: 3 clusters Score -1484181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (91902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91902 members 
Entering Unmasked Estep 
Score: -4881045.000000 Penalty: 1857.127686
	Iteration 0F: 2 clusters Score -4881045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -4819855.000000 Penalty: 3714.255371
	Iteration 0F: 3 clusters Score -4819855 nChanged 43872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
Score: -4845851.000000 Penalty: 3714.255371
	Iteration 1F: 3 clusters Score -4845851 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -4847325.500000 Penalty: 3714.255371
	Iteration 2Q: 3 clusters Score -4847326 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -4849263.000000 Penalty: 3714.255371
	Iteration 3Q: 3 clusters Score -4849263 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -4851806.500000 Penalty: 3714.255371
	Iteration 4F: 3 clusters Score -4851806 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -4854866.500000 Penalty: 3714.255371
	Iteration 5F: 3 clusters Score -4854866 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 48426 members 
Entering Unmasked Estep 
Score: -4858113.000000 Penalty: 3714.255371
	Iteration 6F: 3 clusters Score -4858113 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -4860842.500000 Penalty: 3714.255371
	Iteration 7F: 3 clusters Score -4860842 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
Score: -4863007.000000 Penalty: 3714.255371
	Iteration 8Q: 3 clusters Score -4863007 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 48651 members 
Entering Unmasked Estep 
Score: -4864518.500000 Penalty: 3714.255371
	Iteration 9Q: 3 clusters Score -4864518 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -4865574.500000 Penalty: 3714.255371
	Iteration 10Q: 3 clusters Score -4865574 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -4866204.000000 Penalty: 3714.255371
	Iteration 11Q: 3 clusters Score -4866204 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -4866518.000000 Penalty: 3714.255371
	Iteration 12Q: 3 clusters Score -4866518 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 47921 members 
Entering Unmasked Estep 
Score: -4866719.000000 Penalty: 3714.255371
	Iteration 13Q: 3 clusters Score -4866719 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -4866821.000000 Penalty: 3714.255371
	Iteration 14Q: 3 clusters Score -4866821 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -4866951.500000 Penalty: 3714.255371
	Iteration 15Q: 3 clusters Score -4866952 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -4867017.500000 Penalty: 3714.255371
	Iteration 16Q: 3 clusters Score -4867018 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -4867184.500000 Penalty: 3714.255371
	Iteration 17Q: 3 clusters Score -4867184 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -4867303.000000 Penalty: 3714.255371
	Iteration 18Q: 3 clusters Score -4867303 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -4867434.500000 Penalty: 3714.255371
	Iteration 19Q: 3 clusters Score -4867434 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -4867604.500000 Penalty: 3714.255371
	Iteration 20F: 3 clusters Score -4867604 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -4867707.000000 Penalty: 3714.255371
	Iteration 21Q: 3 clusters Score -4867707 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -4867836.500000 Penalty: 3714.255371
	Iteration 22Q: 3 clusters Score -4867836 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -4867944.500000 Penalty: 3714.255371
	Iteration 23Q: 3 clusters Score -4867944 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -4868138.500000 Penalty: 3714.255371
	Iteration 24Q: 3 clusters Score -4868138 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48281 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -4868289.000000 Penalty: 3714.255371
	Iteration 25Q: 3 clusters Score -4868289 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -4868489.500000 Penalty: 3714.255371
	Iteration 26Q: 3 clusters Score -4868490 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -4868679.500000 Penalty: 3714.255371
	Iteration 27Q: 3 clusters Score -4868680 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50534 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -4868893.500000 Penalty: 3714.255371
	Iteration 28Q: 3 clusters Score -4868894 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -4869083.000000 Penalty: 3714.255371
	Iteration 29Q: 3 clusters Score -4869083 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -4869374.500000 Penalty: 3714.255371
	Iteration 30Q: 3 clusters Score -4869374 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53527 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -4869659.500000 Penalty: 3714.255371
	Iteration 31Q: 3 clusters Score -4869660 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54761 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -4870020.000000 Penalty: 3714.255371
	Iteration 32Q: 3 clusters Score -4870020 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56106 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -4870434.000000 Penalty: 3714.255371
	Iteration 33Q: 3 clusters Score -4870434 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -4870868.000000 Penalty: 3714.255371
	Iteration 34Q: 3 clusters Score -4870868 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -4871368.000000 Penalty: 3714.255371
	Iteration 35Q: 3 clusters Score -4871368 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60569 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -4871870.500000 Penalty: 3714.255371
	Iteration 36Q: 3 clusters Score -4871870 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62151 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -4872338.000000 Penalty: 3714.255371
	Iteration 37Q: 3 clusters Score -4872338 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63716 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -4872920.500000 Penalty: 3714.255371
	Iteration 38Q: 3 clusters Score -4872920 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65363 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -4873439.500000 Penalty: 3714.255371
	Iteration 39Q: 3 clusters Score -4873440 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66977 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -4874002.000000 Penalty: 3714.255371
	Iteration 40F: 3 clusters Score -4874002 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -4874583.500000 Penalty: 3714.255371
	Iteration 41Q: 3 clusters Score -4874584 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70273 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -4875163.000000 Penalty: 3714.255371
	Iteration 42Q: 3 clusters Score -4875163 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71915 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -4875743.500000 Penalty: 3714.255371
	Iteration 43Q: 3 clusters Score -4875744 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73505 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -4876282.500000 Penalty: 3714.255371
	Iteration 44Q: 3 clusters Score -4876282 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74954 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -4876738.500000 Penalty: 3714.255371
	Iteration 45Q: 3 clusters Score -4876738 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76263 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -4877167.000000 Penalty: 3714.255371
	Iteration 46Q: 3 clusters Score -4877167 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77497 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -4877544.000000 Penalty: 3714.255371
	Iteration 47Q: 3 clusters Score -4877544 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78594 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -4877857.000000 Penalty: 3714.255371
	Iteration 48Q: 3 clusters Score -4877857 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79591 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -4878122.500000 Penalty: 3714.255371
	Iteration 49Q: 3 clusters Score -4878122 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80490 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -4878324.500000 Penalty: 3714.255371
	Iteration 50Q: 3 clusters Score -4878324 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81361 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -4878598.000000 Penalty: 3714.255371
	Iteration 51Q: 3 clusters Score -4878598 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82115 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -4878756.000000 Penalty: 3714.255371
	Iteration 52Q: 3 clusters Score -4878756 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82787 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -4878938.000000 Penalty: 3714.255371
	Iteration 53Q: 3 clusters Score -4878938 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83391 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -4879075.500000 Penalty: 3714.255371
	Iteration 54Q: 3 clusters Score -4879076 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83915 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -4879192.000000 Penalty: 3714.255371
	Iteration 55Q: 3 clusters Score -4879192 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84383 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -4879283.500000 Penalty: 3714.255371
	Iteration 56Q: 3 clusters Score -4879284 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84811 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -4879341.000000 Penalty: 3714.255371
	Iteration 57Q: 3 clusters Score -4879341 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85219 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -4879427.000000 Penalty: 3714.255371
	Iteration 58Q: 3 clusters Score -4879427 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85621 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -4879480.500000 Penalty: 3714.255371
	Iteration 59Q: 3 clusters Score -4879480 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85979 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -4879562.500000 Penalty: 3714.255371
	Iteration 60F: 3 clusters Score -4879562 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86306 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -4879636.000000 Penalty: 3714.255371
	Iteration 61Q: 3 clusters Score -4879636 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86607 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -4879703.000000 Penalty: 3714.255371
	Iteration 62Q: 3 clusters Score -4879703 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86886 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -4879763.500000 Penalty: 3714.255371
	Iteration 63Q: 3 clusters Score -4879764 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87121 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -4879824.000000 Penalty: 3714.255371
	Iteration 64Q: 3 clusters Score -4879824 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87326 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -4879873.500000 Penalty: 3714.255371
	Iteration 65Q: 3 clusters Score -4879874 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87498 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -4879908.000000 Penalty: 3714.255371
	Iteration 66Q: 3 clusters Score -4879908 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87648 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -4879926.500000 Penalty: 3714.255371
	Iteration 67Q: 3 clusters Score -4879926 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87792 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -4879942.500000 Penalty: 3714.255371
	Iteration 68Q: 3 clusters Score -4879942 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87895 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -4879965.500000 Penalty: 3714.255371
	Iteration 69Q: 3 clusters Score -4879966 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87992 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -4879982.500000 Penalty: 3714.255371
	Iteration 70Q: 3 clusters Score -4879982 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88074 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -4880006.000000 Penalty: 3714.255371
	Iteration 71Q: 3 clusters Score -4880006 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88143 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -4880005.000000 Penalty: 3714.255371
	Iteration 72Q: 3 clusters Score -4880005 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88222 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -4880007.000000 Penalty: 3714.255371
	Iteration 73Q: 3 clusters Score -4880007 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88284 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -4880030.500000 Penalty: 3714.255371
	Iteration 74Q: 3 clusters Score -4880030 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88339 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -4880038.000000 Penalty: 3714.255371
	Iteration 75Q: 3 clusters Score -4880038 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88389 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -4880037.000000 Penalty: 3714.255371
	Iteration 76Q: 3 clusters Score -4880037 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88444 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -4880047.500000 Penalty: 3714.255371
	Iteration 77Q: 3 clusters Score -4880048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88490 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -4880068.500000 Penalty: 3714.255371
	Iteration 78Q: 3 clusters Score -4880068 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88554 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -4880074.000000 Penalty: 3714.255371
	Iteration 79Q: 3 clusters Score -4880074 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88610 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -4880076.000000 Penalty: 3714.255371
	Iteration 80F: 3 clusters Score -4880076 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88652 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -4880099.000000 Penalty: 3714.255371
	Iteration 81Q: 3 clusters Score -4880099 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88691 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -4880091.500000 Penalty: 3714.255371
	Iteration 82Q: 3 clusters Score -4880092 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88723 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -4880106.500000 Penalty: 3714.255371
	Iteration 83Q: 3 clusters Score -4880106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88742 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -4880109.500000 Penalty: 3714.255371
	Iteration 84Q: 3 clusters Score -4880110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88761 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -4880104.000000 Penalty: 3714.255371
	Iteration 85Q: 3 clusters Score -4880104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88773 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -4880095.500000 Penalty: 3714.255371
	Iteration 86Q: 3 clusters Score -4880096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88784 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -4880106.000000 Penalty: 3714.255371
	Iteration 87Q: 3 clusters Score -4880106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88801 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -4880104.500000 Penalty: 3714.255371
	Iteration 88Q: 3 clusters Score -4880104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88817 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -4880113.500000 Penalty: 3714.255371
	Iteration 89Q: 3 clusters Score -4880114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88828 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -4880113.000000 Penalty: 3714.255371
	Iteration 90Q: 3 clusters Score -4880113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88835 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4880123.000000 Penalty: 3714.255371
	Iteration 91Q: 3 clusters Score -4880123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88842 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -4880116.500000 Penalty: 3714.255371
	Iteration 92Q: 3 clusters Score -4880116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88845 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -4880126.500000 Penalty: 3714.255371
	Iteration 93Q: 3 clusters Score -4880126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88852 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -4880130.000000 Penalty: 3714.255371
	Iteration 94Q: 3 clusters Score -4880130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88859 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -4880122.000000 Penalty: 3714.255371
	Iteration 95Q: 3 clusters Score -4880122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88868 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -4880125.500000 Penalty: 3714.255371
	Iteration 96Q: 3 clusters Score -4880126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88873 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -4880127.500000 Penalty: 3714.255371
	Iteration 97Q: 3 clusters Score -4880128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88876 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -4880130.000000 Penalty: 3714.255371
	Iteration 98Q: 3 clusters Score -4880130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88879 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -4880133.500000 Penalty: 3714.255371
	Iteration 99Q: 3 clusters Score -4880134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88886 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -4880133.000000 Penalty: 3714.255371
	Iteration 100F: 3 clusters Score -4880133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88892 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -4880126.000000 Penalty: 3714.255371
	Iteration 101Q: 3 clusters Score -4880126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88896 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -4880138.500000 Penalty: 3714.255371
	Iteration 102Q: 3 clusters Score -4880138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88899 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -4880133.000000 Penalty: 3714.255371
	Iteration 103Q: 3 clusters Score -4880133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88904 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -4880133.000000 Penalty: 3714.255371
	Iteration 104Q: 3 clusters Score -4880133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88909 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -4880134.500000 Penalty: 3714.255371
	Iteration 105Q: 3 clusters Score -4880134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88918 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -4880136.000000 Penalty: 3714.255371
	Iteration 106Q: 3 clusters Score -4880136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88920 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -4880129.500000 Penalty: 3714.255371
	Iteration 107Q: 3 clusters Score -4880130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88924 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -4880131.500000 Penalty: 3714.255371
	Iteration 108Q: 3 clusters Score -4880132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88925 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4880128.500000 Penalty: 3714.255371
	Iteration 109Q: 3 clusters Score -4880128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88927 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -4880130.500000 Penalty: 3714.255371
	Iteration 110Q: 3 clusters Score -4880130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88933 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -4880130.500000 Penalty: 3714.255371
	Iteration 111Q: 3 clusters Score -4880130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88943 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4880134.500000 Penalty: 3714.255371
	Iteration 112Q: 3 clusters Score -4880134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88957 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -4880147.000000 Penalty: 3714.255371
	Iteration 113Q: 3 clusters Score -4880147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88966 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -4880154.000000 Penalty: 3714.255371
	Iteration 114Q: 3 clusters Score -4880154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88973 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -4880150.500000 Penalty: 3714.255371
	Iteration 115Q: 3 clusters Score -4880150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88978 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -4880147.000000 Penalty: 3714.255371
	Iteration 116Q: 3 clusters Score -4880147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88985 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -4880150.500000 Penalty: 3714.255371
	Iteration 117Q: 3 clusters Score -4880150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88989 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -4880147.500000 Penalty: 3714.255371
	Iteration 118Q: 3 clusters Score -4880148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88992 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -4880151.000000 Penalty: 3714.255371
	Iteration 119Q: 3 clusters Score -4880151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88994 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -4880151.000000 Penalty: 3714.255371
	Iteration 120F: 3 clusters Score -4880151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88995 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -4880152.500000 Penalty: 3714.255371
	Iteration 121Q: 3 clusters Score -4880152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88996 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -4880151.500000 Penalty: 3714.255371
	Iteration 122Q: 3 clusters Score -4880152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88997 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -4880148.500000 Penalty: 3714.255371
	Iteration 123Q: 3 clusters Score -4880148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88998 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -4880151.000000 Penalty: 3714.255371
	Iteration 124Q: 3 clusters Score -4880151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88999 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -4880150.500000 Penalty: 3714.255371
	Iteration 125Q: 3 clusters Score -4880150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89000 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -4880154.500000 Penalty: 3714.255371
	Iteration 126Q: 3 clusters Score -4880154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89004 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -4880149.000000 Penalty: 3714.255371
	Iteration 127Q: 3 clusters Score -4880149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89009 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -4880145.500000 Penalty: 3714.255371
	Iteration 128Q: 3 clusters Score -4880146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89013 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -4880146.500000 Penalty: 3714.255371
	Iteration 129Q: 3 clusters Score -4880146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89014 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -4880139.000000 Penalty: 3714.255371
	Iteration 130Q: 3 clusters Score -4880139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89018 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -4880135.000000 Penalty: 3714.255371
	Iteration 131Q: 3 clusters Score -4880135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89019 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -4880134.000000 Penalty: 3714.255371
	Iteration 132Q: 3 clusters Score -4880134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89021 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -4880137.500000 Penalty: 3714.255371
	Iteration 133Q: 3 clusters Score -4880138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89025 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -4880147.500000 Penalty: 3714.255371
	Iteration 134Q: 3 clusters Score -4880148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89028 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -4880140.500000 Penalty: 3714.255371
	Iteration 135Q: 3 clusters Score -4880140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89029 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -4880142.000000 Penalty: 3714.255371
	Iteration 136Q: 3 clusters Score -4880142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89029 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
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	Iteration 137F: 3 clusters Score -4880142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Entering Unmasked Estep 
Score: -445447.437500 Penalty: 1466.656006
	Iteration 0F: 2 clusters Score -445447.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -439300.656250 Penalty: 2933.312012
	Iteration 0F: 3 clusters Score -439300.7 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -441230.656250 Penalty: 2933.312012
	Iteration 1F: 3 clusters Score -441230.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -441454.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -441637.937500 Penalty: 2933.312012
	Iteration 3F: 3 clusters Score -441637.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -441776.781250 Penalty: 2933.312012
	Iteration 4Q: 3 clusters Score -441776.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -441889.281250 Penalty: 2933.312012
	Iteration 5Q: 3 clusters Score -441889.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -442007.875000 Penalty: 2933.312012
	Iteration 6Q: 3 clusters Score -442007.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -442157.312500 Penalty: 2933.312012
	Iteration 7Q: 3 clusters Score -442157.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -442361.687500 Penalty: 2933.312012
	Iteration 8Q: 3 clusters Score -442361.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -442643.375000 Penalty: 2933.312012
	Iteration 9F: 3 clusters Score -442643.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -442971.812500 Penalty: 2933.312012
	Iteration 10F: 3 clusters Score -442971.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -443294.031250 Penalty: 2933.312012
	Iteration 11Q: 3 clusters Score -443294 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -443537.843750 Penalty: 2933.312012
	Iteration 12Q: 3 clusters Score -443537.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -443721.750000 Penalty: 2933.312012
	Iteration 13Q: 3 clusters Score -443721.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -443859.687500 Penalty: 2933.312012
	Iteration 14Q: 3 clusters Score -443859.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -443964.062500 Penalty: 2933.312012
	Iteration 15Q: 3 clusters Score -443964.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -444032.750000 Penalty: 2933.312012
	Iteration 16Q: 3 clusters Score -444032.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -444073.187500 Penalty: 2933.312012
	Iteration 17Q: 3 clusters Score -444073.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -444103.406250 Penalty: 2933.312012
	Iteration 18Q: 3 clusters Score -444103.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -444121.593750 Penalty: 2933.312012
	Iteration 19Q: 3 clusters Score -444121.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -444131.187500 Penalty: 2933.312012
	Iteration 20F: 3 clusters Score -444131.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -444143.531250 Penalty: 2933.312012
	Iteration 21Q: 3 clusters Score -444143.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -444147.343750 Penalty: 2933.312012
	Iteration 22Q: 3 clusters Score -444147.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -444148.437500 Penalty: 2933.312012
	Iteration 23Q: 3 clusters Score -444148.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -444150.250000 Penalty: 2933.312012
	Iteration 24Q: 3 clusters Score -444150.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -444150.250000 Penalty: 2933.312012
	Iteration 25F: 3 clusters Score -444150.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -170443.609375 Penalty: 1318.041992
	Iteration 0F: 2 clusters Score -170443.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -167475.828125 Penalty: 2636.083984
	Iteration 0F: 3 clusters Score -167475.8 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -168189.203125 Penalty: 2636.083984
	Iteration 1F: 3 clusters Score -168189.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -168321.984375 Penalty: 2636.083984
	Iteration 2F: 3 clusters Score -168322 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -168394.156250 Penalty: 2636.083984
	Iteration 3Q: 3 clusters Score -168394.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -168444.937500 Penalty: 2636.083984
	Iteration 4Q: 3 clusters Score -168444.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -168489.812500 Penalty: 2636.083984
	Iteration 5Q: 3 clusters Score -168489.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -168530.359375 Penalty: 2636.083984
	Iteration 6Q: 3 clusters Score -168530.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -168559.875000 Penalty: 2636.083984
	Iteration 7Q: 3 clusters Score -168559.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -168580.796875 Penalty: 2636.083984
	Iteration 8Q: 3 clusters Score -168580.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -168597.328125 Penalty: 2636.083984
	Iteration 9Q: 3 clusters Score -168597.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -168610.625000 Penalty: 2636.083984
	Iteration 10Q: 3 clusters Score -168610.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -168627.640625 Penalty: 2636.083984
	Iteration 11Q: 3 clusters Score -168627.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -168647.046875 Penalty: 2636.083984
	Iteration 12Q: 3 clusters Score -168647 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -168662.328125 Penalty: 2636.083984
	Iteration 13Q: 3 clusters Score -168662.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -168675.640625 Penalty: 2636.083984
	Iteration 14Q: 3 clusters Score -168675.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -168693.812500 Penalty: 2636.083984
	Iteration 15Q: 3 clusters Score -168693.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -168707.781250 Penalty: 2636.083984
	Iteration 16Q: 3 clusters Score -168707.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -168719.828125 Penalty: 2636.083984
	Iteration 17Q: 3 clusters Score -168719.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -168734.250000 Penalty: 2636.083984
	Iteration 18Q: 3 clusters Score -168734.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -168751.640625 Penalty: 2636.083984
	Iteration 19Q: 3 clusters Score -168751.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -168768.484375 Penalty: 2636.083984
	Iteration 20F: 3 clusters Score -168768.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -168785.765625 Penalty: 2636.083984
	Iteration 21Q: 3 clusters Score -168785.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -168806.953125 Penalty: 2636.083984
	Iteration 22Q: 3 clusters Score -168807 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -168828.921875 Penalty: 2636.083984
	Iteration 23Q: 3 clusters Score -168828.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -168843.609375 Penalty: 2636.083984
	Iteration 24Q: 3 clusters Score -168843.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -168858.421875 Penalty: 2636.083984
	Iteration 25Q: 3 clusters Score -168858.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -168878.515625 Penalty: 2636.083984
	Iteration 26Q: 3 clusters Score -168878.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -168901.171875 Penalty: 2636.083984
	Iteration 27Q: 3 clusters Score -168901.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -168929.531250 Penalty: 2636.083984
	Iteration 28Q: 3 clusters Score -168929.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -168973.187500 Penalty: 2636.083984
	Iteration 29Q: 3 clusters Score -168973.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -169022.968750 Penalty: 2636.083984
	Iteration 30Q: 3 clusters Score -169023 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -169077.453125 Penalty: 2636.083984
	Iteration 31Q: 3 clusters Score -169077.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -169156.531250 Penalty: 2636.083984
	Iteration 32Q: 3 clusters Score -169156.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -169233.687500 Penalty: 2636.083984
	Iteration 33Q: 3 clusters Score -169233.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -169294.093750 Penalty: 2636.083984
	Iteration 34Q: 3 clusters Score -169294.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -169341.109375 Penalty: 2636.083984
	Iteration 35Q: 3 clusters Score -169341.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -169380.187500 Penalty: 2636.083984
	Iteration 36Q: 3 clusters Score -169380.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -169423.656250 Penalty: 2636.083984
	Iteration 37Q: 3 clusters Score -169423.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -169452.828125 Penalty: 2636.083984
	Iteration 38Q: 3 clusters Score -169452.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -169474.171875 Penalty: 2636.083984
	Iteration 39Q: 3 clusters Score -169474.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -169493.281250 Penalty: 2636.083984
	Iteration 40F: 3 clusters Score -169493.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -169501.609375 Penalty: 2636.083984
	Iteration 41Q: 3 clusters Score -169501.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -169512.734375 Penalty: 2636.083984
	Iteration 42Q: 3 clusters Score -169512.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -169524.812500 Penalty: 2636.083984
	Iteration 43Q: 3 clusters Score -169524.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -169531.218750 Penalty: 2636.083984
	Iteration 44Q: 3 clusters Score -169531.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -169537.484375 Penalty: 2636.083984
	Iteration 45Q: 3 clusters Score -169537.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -169541.890625 Penalty: 2636.083984
	Iteration 46Q: 3 clusters Score -169541.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -169545.484375 Penalty: 2636.083984
	Iteration 47Q: 3 clusters Score -169545.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -169546.984375 Penalty: 2636.083984
	Iteration 48Q: 3 clusters Score -169547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -169548.703125 Penalty: 2636.083984
	Iteration 49Q: 3 clusters Score -169548.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -169550.531250 Penalty: 2636.083984
	Iteration 50Q: 3 clusters Score -169550.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -169552.031250 Penalty: 2636.083984
	Iteration 51Q: 3 clusters Score -169552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -169553.640625 Penalty: 2636.083984
	Iteration 52Q: 3 clusters Score -169553.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -169554.437500 Penalty: 2636.083984
	Iteration 53Q: 3 clusters Score -169554.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -169555.812500 Penalty: 2636.083984
	Iteration 54Q: 3 clusters Score -169555.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -169555.812500 Penalty: 2636.083984
	Iteration 55F: 3 clusters Score -169555.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Entering Unmasked Estep 
Score: -806972.687500 Penalty: 1560.792847
	Iteration 0F: 2 clusters Score -806972.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -796702.562500 Penalty: 3121.585693
	Iteration 0F: 3 clusters Score -796702.6 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -800290.875000 Penalty: 3121.585693
	Iteration 1F: 3 clusters Score -800290.9 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -800597.750000 Penalty: 3121.585693
	Iteration 2F: 3 clusters Score -800597.8 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -800893.562500 Penalty: 3121.585693
	Iteration 3Q: 3 clusters Score -800893.6 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -801139.375000 Penalty: 3121.585693
	Iteration 4Q: 3 clusters Score -801139.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -801405.000000 Penalty: 3121.585693
	Iteration 5Q: 3 clusters Score -801405 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -801671.812500 Penalty: 3121.585693
	Iteration 6Q: 3 clusters Score -801671.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -801937.937500 Penalty: 3121.585693
	Iteration 7Q: 3 clusters Score -801937.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -802236.750000 Penalty: 3121.585693
	Iteration 8Q: 3 clusters Score -802236.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -802535.187500 Penalty: 3121.585693
	Iteration 9Q: 3 clusters Score -802535.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -802835.125000 Penalty: 3121.585693
	Iteration 10Q: 3 clusters Score -802835.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -803137.375000 Penalty: 3121.585693
	Iteration 11Q: 3 clusters Score -803137.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -803424.312500 Penalty: 3121.585693
	Iteration 12Q: 3 clusters Score -803424.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -803649.062500 Penalty: 3121.585693
	Iteration 13Q: 3 clusters Score -803649.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -803814.250000 Penalty: 3121.585693
	Iteration 14Q: 3 clusters Score -803814.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -803916.625000 Penalty: 3121.585693
	Iteration 15Q: 3 clusters Score -803916.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -803978.437500 Penalty: 3121.585693
	Iteration 16Q: 3 clusters Score -803978.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -804022.250000 Penalty: 3121.585693
	Iteration 17Q: 3 clusters Score -804022.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -804044.875000 Penalty: 3121.585693
	Iteration 18Q: 3 clusters Score -804044.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -804067.125000 Penalty: 3121.585693
	Iteration 19Q: 3 clusters Score -804067.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -804082.000000 Penalty: 3121.585693
	Iteration 20F: 3 clusters Score -804082 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -804100.000000 Penalty: 3121.585693
	Iteration 21Q: 3 clusters Score -804100 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -804114.625000 Penalty: 3121.585693
	Iteration 22Q: 3 clusters Score -804114.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -804130.687500 Penalty: 3121.585693
	Iteration 23Q: 3 clusters Score -804130.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -804148.187500 Penalty: 3121.585693
	Iteration 24Q: 3 clusters Score -804148.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -804167.250000 Penalty: 3121.585693
	Iteration 25Q: 3 clusters Score -804167.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -804183.375000 Penalty: 3121.585693
	Iteration 26Q: 3 clusters Score -804183.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -804202.000000 Penalty: 3121.585693
	Iteration 27Q: 3 clusters Score -804202 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -804216.125000 Penalty: 3121.585693
	Iteration 28Q: 3 clusters Score -804216.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -804229.687500 Penalty: 3121.585693
	Iteration 29Q: 3 clusters Score -804229.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -804247.812500 Penalty: 3121.585693
	Iteration 30Q: 3 clusters Score -804247.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -804266.000000 Penalty: 3121.585693
	Iteration 31Q: 3 clusters Score -804266 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -804286.875000 Penalty: 3121.585693
	Iteration 32Q: 3 clusters Score -804286.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -804303.687500 Penalty: 3121.585693
	Iteration 33Q: 3 clusters Score -804303.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -804323.562500 Penalty: 3121.585693
	Iteration 34Q: 3 clusters Score -804323.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -804342.687500 Penalty: 3121.585693
	Iteration 35Q: 3 clusters Score -804342.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -804362.187500 Penalty: 3121.585693
	Iteration 36Q: 3 clusters Score -804362.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -804385.875000 Penalty: 3121.585693
	Iteration 37Q: 3 clusters Score -804385.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -804415.812500 Penalty: 3121.585693
	Iteration 38Q: 3 clusters Score -804415.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -804441.750000 Penalty: 3121.585693
	Iteration 39Q: 3 clusters Score -804441.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -804468.062500 Penalty: 3121.585693
	Iteration 40F: 3 clusters Score -804468.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -804495.812500 Penalty: 3121.585693
	Iteration 41Q: 3 clusters Score -804495.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -804529.812500 Penalty: 3121.585693
	Iteration 42Q: 3 clusters Score -804529.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -804565.750000 Penalty: 3121.585693
	Iteration 43Q: 3 clusters Score -804565.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -804599.750000 Penalty: 3121.585693
	Iteration 44Q: 3 clusters Score -804599.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -804638.375000 Penalty: 3121.585693
	Iteration 45Q: 3 clusters Score -804638.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -804675.875000 Penalty: 3121.585693
	Iteration 46Q: 3 clusters Score -804675.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -804715.375000 Penalty: 3121.585693
	Iteration 47Q: 3 clusters Score -804715.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -804757.750000 Penalty: 3121.585693
	Iteration 48Q: 3 clusters Score -804757.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -804794.625000 Penalty: 3121.585693
	Iteration 49Q: 3 clusters Score -804794.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -804836.062500 Penalty: 3121.585693
	Iteration 50Q: 3 clusters Score -804836.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -804871.000000 Penalty: 3121.585693
	Iteration 51Q: 3 clusters Score -804871 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -804904.250000 Penalty: 3121.585693
	Iteration 52Q: 3 clusters Score -804904.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -804945.437500 Penalty: 3121.585693
	Iteration 53Q: 3 clusters Score -804945.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -804988.000000 Penalty: 3121.585693
	Iteration 54Q: 3 clusters Score -804988 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -805038.500000 Penalty: 3121.585693
	Iteration 55Q: 3 clusters Score -805038.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -805082.000000 Penalty: 3121.585693
	Iteration 56Q: 3 clusters Score -805082 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -805135.937500 Penalty: 3121.585693
	Iteration 57Q: 3 clusters Score -805135.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -805171.500000 Penalty: 3121.585693
	Iteration 58Q: 3 clusters Score -805171.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -805205.375000 Penalty: 3121.585693
	Iteration 59Q: 3 clusters Score -805205.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -805247.500000 Penalty: 3121.585693
	Iteration 60F: 3 clusters Score -805247.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -805289.187500 Penalty: 3121.585693
	Iteration 61Q: 3 clusters Score -805289.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -805322.187500 Penalty: 3121.585693
	Iteration 62Q: 3 clusters Score -805322.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -805358.000000 Penalty: 3121.585693
	Iteration 63Q: 3 clusters Score -805358 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -805394.875000 Penalty: 3121.585693
	Iteration 64Q: 3 clusters Score -805394.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -805423.125000 Penalty: 3121.585693
	Iteration 65Q: 3 clusters Score -805423.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -805449.687500 Penalty: 3121.585693
	Iteration 66Q: 3 clusters Score -805449.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -805472.875000 Penalty: 3121.585693
	Iteration 67Q: 3 clusters Score -805472.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -805493.937500 Penalty: 3121.585693
	Iteration 68Q: 3 clusters Score -805493.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -805510.437500 Penalty: 3121.585693
	Iteration 69Q: 3 clusters Score -805510.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -805524.000000 Penalty: 3121.585693
	Iteration 70Q: 3 clusters Score -805524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -805539.187500 Penalty: 3121.585693
	Iteration 71Q: 3 clusters Score -805539.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -805552.500000 Penalty: 3121.585693
	Iteration 72Q: 3 clusters Score -805552.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -805564.812500 Penalty: 3121.585693
	Iteration 73Q: 3 clusters Score -805564.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -805576.437500 Penalty: 3121.585693
	Iteration 74Q: 3 clusters Score -805576.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -805586.062500 Penalty: 3121.585693
	Iteration 75Q: 3 clusters Score -805586.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -805597.875000 Penalty: 3121.585693
	Iteration 76Q: 3 clusters Score -805597.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -805610.625000 Penalty: 3121.585693
	Iteration 77Q: 3 clusters Score -805610.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -805619.437500 Penalty: 3121.585693
	Iteration 78Q: 3 clusters Score -805619.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -805625.187500 Penalty: 3121.585693
	Iteration 79Q: 3 clusters Score -805625.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -805626.187500 Penalty: 3121.585693
	Iteration 80F: 3 clusters Score -805626.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -805627.812500 Penalty: 3121.585693
	Iteration 81Q: 3 clusters Score -805627.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -805632.187500 Penalty: 3121.585693
	Iteration 82Q: 3 clusters Score -805632.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -805637.562500 Penalty: 3121.585693
	Iteration 83Q: 3 clusters Score -805637.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -805640.187500 Penalty: 3121.585693
	Iteration 84Q: 3 clusters Score -805640.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -805641.062500 Penalty: 3121.585693
	Iteration 85Q: 3 clusters Score -805641.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -805643.312500 Penalty: 3121.585693
	Iteration 86Q: 3 clusters Score -805643.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -805644.375000 Penalty: 3121.585693
	Iteration 87Q: 3 clusters Score -805644.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -805647.562500 Penalty: 3121.585693
	Iteration 88Q: 3 clusters Score -805647.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -805650.625000 Penalty: 3121.585693
	Iteration 89Q: 3 clusters Score -805650.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -805656.125000 Penalty: 3121.585693
	Iteration 90Q: 3 clusters Score -805656.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -805659.062500 Penalty: 3121.585693
	Iteration 91Q: 3 clusters Score -805659.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -805661.937500 Penalty: 3121.585693
	Iteration 92Q: 3 clusters Score -805661.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -805662.812500 Penalty: 3121.585693
	Iteration 93Q: 3 clusters Score -805662.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -805663.437500 Penalty: 3121.585693
	Iteration 94Q: 3 clusters Score -805663.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -805663.437500 Penalty: 3121.585693
	Iteration 95F: 3 clusters Score -805663.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59074 members 
Entering Unmasked Estep 
Score: -3171863.000000 Penalty: 1785.313843
	Iteration 0F: 2 clusters Score -3171863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -3132198.000000 Penalty: 3570.627686
	Iteration 0F: 3 clusters Score -3132198 nChanged 27977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -3147881.750000 Penalty: 3570.627686
	Iteration 1F: 3 clusters Score -3147882 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -3148359.000000 Penalty: 3570.627686
	Iteration 2Q: 3 clusters Score -3148359 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -3148902.500000 Penalty: 3570.627686
	Iteration 3Q: 3 clusters Score -3148902 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -3149668.500000 Penalty: 3570.627686
	Iteration 4Q: 3 clusters Score -3149668 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -3151035.750000 Penalty: 3570.627686
	Iteration 5Q: 3 clusters Score -3151036 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -3153261.500000 Penalty: 3570.627686
	Iteration 6F: 3 clusters Score -3153262 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -3156576.500000 Penalty: 3570.627686
	Iteration 7F: 3 clusters Score -3156576 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 49062 members 
Entering Unmasked Estep 
Score: -3160720.750000 Penalty: 3570.627686
	Iteration 8F: 3 clusters Score -3160721 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 53325 members 
Entering Unmasked Estep 
Score: -3164640.750000 Penalty: 3570.627686
	Iteration 9F: 3 clusters Score -3164641 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 56322 members 
Entering Unmasked Estep 
Score: -3167555.250000 Penalty: 3570.627686
	Iteration 10F: 3 clusters Score -3167555 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 57990 members 
Entering Unmasked Estep 
Score: -3169203.750000 Penalty: 3570.627686
	Iteration 11Q: 3 clusters Score -3169204 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 58652 members 
Entering Unmasked Estep 
Score: -3169849.750000 Penalty: 3570.627686
	Iteration 12Q: 3 clusters Score -3169850 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 58829 members 
Entering Unmasked Estep 
Score: -3170054.000000 Penalty: 3570.627686
	Iteration 13Q: 3 clusters Score -3170054 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 58890 members 
Entering Unmasked Estep 
Score: -3170170.250000 Penalty: 3570.627686
	Iteration 14Q: 3 clusters Score -3170170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 58906 members 
Entering Unmasked Estep 
Score: -3170217.500000 Penalty: 3570.627686
	Iteration 15Q: 3 clusters Score -3170218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 58911 members 
Entering Unmasked Estep 
Score: -3170242.250000 Penalty: 3570.627686
	Iteration 16Q: 3 clusters Score -3170242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 58915 members 
Entering Unmasked Estep 
Score: -3170254.000000 Penalty: 3570.627686
	Iteration 17Q: 3 clusters Score -3170254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 58924 members 
Entering Unmasked Estep 
Score: -3170268.250000 Penalty: 3570.627686
	Iteration 18Q: 3 clusters Score -3170268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 58925 members 
Entering Unmasked Estep 
Score: -3170274.000000 Penalty: 3570.627686
	Iteration 19Q: 3 clusters Score -3170274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 58925 members 
Entering Unmasked Estep 
Score: -3170274.000000 Penalty: 3570.627686
	Iteration 20F: 3 clusters Score -3170274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Entering Unmasked Estep 
Score: -736805.437500 Penalty: 1556.666626
	Iteration 0F: 2 clusters Score -736805.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -726675.250000 Penalty: 3113.333252
	Iteration 0F: 3 clusters Score -726675.2 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -730201.125000 Penalty: 3113.333252
	Iteration 1F: 3 clusters Score -730201.1 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -730525.812500 Penalty: 3113.333252
	Iteration 2F: 3 clusters Score -730525.8 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -730865.750000 Penalty: 3113.333252
	Iteration 3F: 3 clusters Score -730865.8 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -731249.437500 Penalty: 3113.333252
	Iteration 4F: 3 clusters Score -731249.4 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -731740.625000 Penalty: 3113.333252
	Iteration 5F: 3 clusters Score -731740.6 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -732342.875000 Penalty: 3113.333252
	Iteration 6F: 3 clusters Score -732342.9 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -733059.562500 Penalty: 3113.333252
	Iteration 7F: 3 clusters Score -733059.6 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -733745.875000 Penalty: 3113.333252
	Iteration 8F: 3 clusters Score -733745.9 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -734318.062500 Penalty: 3113.333252
	Iteration 9F: 3 clusters Score -734318.1 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -734710.750000 Penalty: 3113.333252
	Iteration 10F: 3 clusters Score -734710.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -734968.875000 Penalty: 3113.333252
	Iteration 11Q: 3 clusters Score -734968.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -735148.187500 Penalty: 3113.333252
	Iteration 12Q: 3 clusters Score -735148.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -735308.750000 Penalty: 3113.333252
	Iteration 13Q: 3 clusters Score -735308.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -735430.187500 Penalty: 3113.333252
	Iteration 14Q: 3 clusters Score -735430.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -735513.687500 Penalty: 3113.333252
	Iteration 15Q: 3 clusters Score -735513.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -735584.187500 Penalty: 3113.333252
	Iteration 16Q: 3 clusters Score -735584.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -735634.375000 Penalty: 3113.333252
	Iteration 17Q: 3 clusters Score -735634.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -735685.875000 Penalty: 3113.333252
	Iteration 18Q: 3 clusters Score -735685.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -735727.312500 Penalty: 3113.333252
	Iteration 19Q: 3 clusters Score -735727.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -735772.750000 Penalty: 3113.333252
	Iteration 20F: 3 clusters Score -735772.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -735808.375000 Penalty: 3113.333252
	Iteration 21Q: 3 clusters Score -735808.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -735849.000000 Penalty: 3113.333252
	Iteration 22Q: 3 clusters Score -735849 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -735882.250000 Penalty: 3113.333252
	Iteration 23Q: 3 clusters Score -735882.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -735908.375000 Penalty: 3113.333252
	Iteration 24Q: 3 clusters Score -735908.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -735923.812500 Penalty: 3113.333252
	Iteration 25Q: 3 clusters Score -735923.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -735942.250000 Penalty: 3113.333252
	Iteration 26Q: 3 clusters Score -735942.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -735949.187500 Penalty: 3113.333252
	Iteration 27Q: 3 clusters Score -735949.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -735957.000000 Penalty: 3113.333252
	Iteration 28Q: 3 clusters Score -735957 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -735965.812500 Penalty: 3113.333252
	Iteration 29Q: 3 clusters Score -735965.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -735970.875000 Penalty: 3113.333252
	Iteration 30Q: 3 clusters Score -735970.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -735980.375000 Penalty: 3113.333252
	Iteration 31Q: 3 clusters Score -735980.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -735984.687500 Penalty: 3113.333252
	Iteration 32Q: 3 clusters Score -735984.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -735989.562500 Penalty: 3113.333252
	Iteration 33Q: 3 clusters Score -735989.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -735995.187500 Penalty: 3113.333252
	Iteration 34Q: 3 clusters Score -735995.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -735997.750000 Penalty: 3113.333252
	Iteration 35Q: 3 clusters Score -735997.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -735999.937500 Penalty: 3113.333252
	Iteration 36Q: 3 clusters Score -735999.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -736003.687500 Penalty: 3113.333252
	Iteration 37Q: 3 clusters Score -736003.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -736004.375000 Penalty: 3113.333252
	Iteration 38Q: 3 clusters Score -736004.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -736006.250000 Penalty: 3113.333252
	Iteration 39Q: 3 clusters Score -736006.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -736009.500000 Penalty: 3113.333252
	Iteration 40F: 3 clusters Score -736009.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -736009.500000 Penalty: 3113.333252
	Iteration 41Q: 3 clusters Score -736009.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -736012.812500 Penalty: 3113.333252
	Iteration 42Q: 3 clusters Score -736012.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -736012.375000 Penalty: 3113.333252
	Iteration 43Q: 3 clusters Score -736012.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -736012.000000 Penalty: 3113.333252
	Iteration 44Q: 3 clusters Score -736012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -736013.250000 Penalty: 3113.333252
	Iteration 45Q: 3 clusters Score -736013.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -736013.375000 Penalty: 3113.333252
	Iteration 46Q: 3 clusters Score -736013.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -736013.062500 Penalty: 3113.333252
	Iteration 47Q: 3 clusters Score -736013.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -736015.312500 Penalty: 3113.333252
	Iteration 48Q: 3 clusters Score -736015.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -736015.750000 Penalty: 3113.333252
	Iteration 49Q: 3 clusters Score -736015.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -736014.375000 Penalty: 3113.333252
	Iteration 50Q: 3 clusters Score -736014.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -736014.375000 Penalty: 3113.333252
	Iteration 51F: 3 clusters Score -736014.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Entering Unmasked Estep 
Score: -1747208.375000 Penalty: 1695.586792
	Iteration 0F: 2 clusters Score -1747208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -1724321.750000 Penalty: 3391.173584
	Iteration 0F: 3 clusters Score -1724322 nChanged 15808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1733222.375000 Penalty: 3391.173584
	Iteration 1F: 3 clusters Score -1733222 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1733895.500000 Penalty: 3391.173584
	Iteration 2F: 3 clusters Score -1733896 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1734891.625000 Penalty: 3391.173584
	Iteration 3F: 3 clusters Score -1734892 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1736371.125000 Penalty: 3391.173584
	Iteration 4F: 3 clusters Score -1736371 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1738472.250000 Penalty: 3391.173584
	Iteration 5F: 3 clusters Score -1738472 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1740760.000000 Penalty: 3391.173584
	Iteration 6F: 3 clusters Score -1740760 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1742736.125000 Penalty: 3391.173584
	Iteration 7F: 3 clusters Score -1742736 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1744136.500000 Penalty: 3391.173584
	Iteration 8Q: 3 clusters Score -1744136 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1744840.000000 Penalty: 3391.173584
	Iteration 9Q: 3 clusters Score -1744840 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1745247.500000 Penalty: 3391.173584
	Iteration 10Q: 3 clusters Score -1745248 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1745471.750000 Penalty: 3391.173584
	Iteration 11Q: 3 clusters Score -1745472 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1745623.250000 Penalty: 3391.173584
	Iteration 12Q: 3 clusters Score -1745623 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1745712.875000 Penalty: 3391.173584
	Iteration 13Q: 3 clusters Score -1745713 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1745772.375000 Penalty: 3391.173584
	Iteration 14Q: 3 clusters Score -1745772 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1745809.250000 Penalty: 3391.173584
	Iteration 15Q: 3 clusters Score -1745809 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1745831.125000 Penalty: 3391.173584
	Iteration 16Q: 3 clusters Score -1745831 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1745865.125000 Penalty: 3391.173584
	Iteration 17Q: 3 clusters Score -1745865 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1745897.750000 Penalty: 3391.173584
	Iteration 18Q: 3 clusters Score -1745898 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1745919.625000 Penalty: 3391.173584
	Iteration 19Q: 3 clusters Score -1745920 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1745934.250000 Penalty: 3391.173584
	Iteration 20F: 3 clusters Score -1745934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1745943.375000 Penalty: 3391.173584
	Iteration 21Q: 3 clusters Score -1745943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1745951.875000 Penalty: 3391.173584
	Iteration 22Q: 3 clusters Score -1745952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1745959.500000 Penalty: 3391.173584
	Iteration 23Q: 3 clusters Score -1745960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1745961.625000 Penalty: 3391.173584
	Iteration 24Q: 3 clusters Score -1745962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1745966.500000 Penalty: 3391.173584
	Iteration 25Q: 3 clusters Score -1745966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1745971.000000 Penalty: 3391.173584
	Iteration 26Q: 3 clusters Score -1745971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1745969.875000 Penalty: 3391.173584
	Iteration 27Q: 3 clusters Score -1745970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1745969.500000 Penalty: 3391.173584
	Iteration 28Q: 3 clusters Score -1745970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1745974.500000 Penalty: 3391.173584
	Iteration 29Q: 3 clusters Score -1745974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1745973.625000 Penalty: 3391.173584
	Iteration 30Q: 3 clusters Score -1745974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1745975.250000 Penalty: 3391.173584
	Iteration 31Q: 3 clusters Score -1745975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1745976.250000 Penalty: 3391.173584
	Iteration 32Q: 3 clusters Score -1745976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1745977.750000 Penalty: 3391.173584
	Iteration 33Q: 3 clusters Score -1745978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1745978.625000 Penalty: 3391.173584
	Iteration 34Q: 3 clusters Score -1745979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1745978.375000 Penalty: 3391.173584
	Iteration 35Q: 3 clusters Score -1745978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1745980.000000 Penalty: 3391.173584
	Iteration 36Q: 3 clusters Score -1745980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1745977.500000 Penalty: 3391.173584
	Iteration 37Q: 3 clusters Score -1745978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1745978.500000 Penalty: 3391.173584
	Iteration 38Q: 3 clusters Score -1745978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1745981.500000 Penalty: 3391.173584
	Iteration 39Q: 3 clusters Score -1745982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1745980.750000 Penalty: 3391.173584
	Iteration 40F: 3 clusters Score -1745981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Entering Unmasked Estep 
Score: -429941.968750 Penalty: 1471.850098
	Iteration 0F: 2 clusters Score -429942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -423735.562500 Penalty: 2943.700195
	Iteration 0F: 3 clusters Score -423735.6 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -425582.906250 Penalty: 2943.700195
	Iteration 1F: 3 clusters Score -425582.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -425816.625000 Penalty: 2943.700195
	Iteration 2F: 3 clusters Score -425816.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -426040.937500 Penalty: 2943.700195
	Iteration 3Q: 3 clusters Score -426040.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -426250.656250 Penalty: 2943.700195
	Iteration 4Q: 3 clusters Score -426250.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -426450.437500 Penalty: 2943.700195
	Iteration 5Q: 3 clusters Score -426450.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -426650.187500 Penalty: 2943.700195
	Iteration 6Q: 3 clusters Score -426650.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -426908.437500 Penalty: 2943.700195
	Iteration 7Q: 3 clusters Score -426908.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -427174.687500 Penalty: 2943.700195
	Iteration 8Q: 3 clusters Score -427174.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -427414.312500 Penalty: 2943.700195
	Iteration 9Q: 3 clusters Score -427414.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -427618.468750 Penalty: 2943.700195
	Iteration 10Q: 3 clusters Score -427618.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -427832.937500 Penalty: 2943.700195
	Iteration 11Q: 3 clusters Score -427832.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -428026.500000 Penalty: 2943.700195
	Iteration 12Q: 3 clusters Score -428026.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -428201.000000 Penalty: 2943.700195
	Iteration 13Q: 3 clusters Score -428201 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -428363.750000 Penalty: 2943.700195
	Iteration 14Q: 3 clusters Score -428363.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -428486.843750 Penalty: 2943.700195
	Iteration 15Q: 3 clusters Score -428486.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -428584.468750 Penalty: 2943.700195
	Iteration 16Q: 3 clusters Score -428584.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -428677.937500 Penalty: 2943.700195
	Iteration 17Q: 3 clusters Score -428677.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -428764.000000 Penalty: 2943.700195
	Iteration 18Q: 3 clusters Score -428764 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -428830.812500 Penalty: 2943.700195
	Iteration 19Q: 3 clusters Score -428830.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -428890.750000 Penalty: 2943.700195
	Iteration 20F: 3 clusters Score -428890.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -428946.562500 Penalty: 2943.700195
	Iteration 21Q: 3 clusters Score -428946.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -428993.343750 Penalty: 2943.700195
	Iteration 22Q: 3 clusters Score -428993.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -429043.031250 Penalty: 2943.700195
	Iteration 23Q: 3 clusters Score -429043 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -429093.343750 Penalty: 2943.700195
	Iteration 24Q: 3 clusters Score -429093.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -429147.687500 Penalty: 2943.700195
	Iteration 25Q: 3 clusters Score -429147.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -429185.218750 Penalty: 2943.700195
	Iteration 26Q: 3 clusters Score -429185.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -429207.906250 Penalty: 2943.700195
	Iteration 27Q: 3 clusters Score -429207.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -429223.375000 Penalty: 2943.700195
	Iteration 28Q: 3 clusters Score -429223.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -429232.750000 Penalty: 2943.700195
	Iteration 29Q: 3 clusters Score -429232.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -429241.562500 Penalty: 2943.700195
	Iteration 30Q: 3 clusters Score -429241.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -429249.281250 Penalty: 2943.700195
	Iteration 31Q: 3 clusters Score -429249.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -429256.937500 Penalty: 2943.700195
	Iteration 32Q: 3 clusters Score -429256.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -429263.937500 Penalty: 2943.700195
	Iteration 33Q: 3 clusters Score -429263.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -429269.562500 Penalty: 2943.700195
	Iteration 34Q: 3 clusters Score -429269.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -429272.906250 Penalty: 2943.700195
	Iteration 35Q: 3 clusters Score -429272.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -429277.593750 Penalty: 2943.700195
	Iteration 36Q: 3 clusters Score -429277.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -429285.156250 Penalty: 2943.700195
	Iteration 37Q: 3 clusters Score -429285.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -429287.750000 Penalty: 2943.700195
	Iteration 38Q: 3 clusters Score -429287.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -429291.843750 Penalty: 2943.700195
	Iteration 39Q: 3 clusters Score -429291.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -429296.937500 Penalty: 2943.700195
	Iteration 40F: 3 clusters Score -429296.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -429299.625000 Penalty: 2943.700195
	Iteration 41Q: 3 clusters Score -429299.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -429301.875000 Penalty: 2943.700195
	Iteration 42Q: 3 clusters Score -429301.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -429304.437500 Penalty: 2943.700195
	Iteration 43Q: 3 clusters Score -429304.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -429306.656250 Penalty: 2943.700195
	Iteration 44Q: 3 clusters Score -429306.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -429307.593750 Penalty: 2943.700195
	Iteration 45Q: 3 clusters Score -429307.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -429308.125000 Penalty: 2943.700195
	Iteration 46Q: 3 clusters Score -429308.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -429307.281250 Penalty: 2943.700195
	Iteration 47Q: 3 clusters Score -429307.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -429308.968750 Penalty: 2943.700195
	Iteration 48Q: 3 clusters Score -429309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -429310.218750 Penalty: 2943.700195
	Iteration 49Q: 3 clusters Score -429310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -429308.937500 Penalty: 2943.700195
	Iteration 50Q: 3 clusters Score -429308.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -429309.062500 Penalty: 2943.700195
	Iteration 51Q: 3 clusters Score -429309.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -429310.531250 Penalty: 2943.700195
	Iteration 52Q: 3 clusters Score -429310.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -429310.093750 Penalty: 2943.700195
	Iteration 53Q: 3 clusters Score -429310.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -429310.468750 Penalty: 2943.700195
	Iteration 54Q: 3 clusters Score -429310.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -429310.468750 Penalty: 2943.700195
	Iteration 55F: 3 clusters Score -429310.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Entering Unmasked Estep 
Score: -358511.406250 Penalty: 1434.939453
	Iteration 0F: 2 clusters Score -358511.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -353389.468750 Penalty: 2869.878906
	Iteration 0F: 3 clusters Score -353389.5 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -354952.656250 Penalty: 2869.878906
	Iteration 1F: 3 clusters Score -354952.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -355244.281250 Penalty: 2869.878906
	Iteration 2F: 3 clusters Score -355244.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -355492.000000 Penalty: 2869.878906
	Iteration 3F: 3 clusters Score -355492 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -355695.531250 Penalty: 2869.878906
	Iteration 4F: 3 clusters Score -355695.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -355894.125000 Penalty: 2869.878906
	Iteration 5F: 3 clusters Score -355894.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -356088.656250 Penalty: 2869.878906
	Iteration 6F: 3 clusters Score -356088.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -356233.843750 Penalty: 2869.878906
	Iteration 7Q: 3 clusters Score -356233.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -356368.375000 Penalty: 2869.878906
	Iteration 8Q: 3 clusters Score -356368.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -356488.062500 Penalty: 2869.878906
	Iteration 9Q: 3 clusters Score -356488.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -356599.406250 Penalty: 2869.878906
	Iteration 10Q: 3 clusters Score -356599.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -356696.187500 Penalty: 2869.878906
	Iteration 11Q: 3 clusters Score -356696.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -356778.500000 Penalty: 2869.878906
	Iteration 12Q: 3 clusters Score -356778.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -356834.750000 Penalty: 2869.878906
	Iteration 13Q: 3 clusters Score -356834.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -356880.781250 Penalty: 2869.878906
	Iteration 14Q: 3 clusters Score -356880.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -356928.000000 Penalty: 2869.878906
	Iteration 15Q: 3 clusters Score -356928 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -356973.187500 Penalty: 2869.878906
	Iteration 16Q: 3 clusters Score -356973.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -357032.062500 Penalty: 2869.878906
	Iteration 17Q: 3 clusters Score -357032.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -357084.406250 Penalty: 2869.878906
	Iteration 18Q: 3 clusters Score -357084.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -357133.343750 Penalty: 2869.878906
	Iteration 19Q: 3 clusters Score -357133.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -357167.656250 Penalty: 2869.878906
	Iteration 20F: 3 clusters Score -357167.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -357201.437500 Penalty: 2869.878906
	Iteration 21Q: 3 clusters Score -357201.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -357231.531250 Penalty: 2869.878906
	Iteration 22Q: 3 clusters Score -357231.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -357247.281250 Penalty: 2869.878906
	Iteration 23Q: 3 clusters Score -357247.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -357255.562500 Penalty: 2869.878906
	Iteration 24Q: 3 clusters Score -357255.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -357259.906250 Penalty: 2869.878906
	Iteration 25Q: 3 clusters Score -357259.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -357264.562500 Penalty: 2869.878906
	Iteration 26Q: 3 clusters Score -357264.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -357268.156250 Penalty: 2869.878906
	Iteration 27Q: 3 clusters Score -357268.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -357273.000000 Penalty: 2869.878906
	Iteration 28Q: 3 clusters Score -357273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -357274.718750 Penalty: 2869.878906
	Iteration 29Q: 3 clusters Score -357274.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -357280.875000 Penalty: 2869.878906
	Iteration 30Q: 3 clusters Score -357280.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -357289.812500 Penalty: 2869.878906
	Iteration 31Q: 3 clusters Score -357289.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -357293.500000 Penalty: 2869.878906
	Iteration 32Q: 3 clusters Score -357293.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -357295.031250 Penalty: 2869.878906
	Iteration 33Q: 3 clusters Score -357295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -357295.937500 Penalty: 2869.878906
	Iteration 34Q: 3 clusters Score -357295.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -357298.281250 Penalty: 2869.878906
	Iteration 35Q: 3 clusters Score -357298.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -357298.468750 Penalty: 2869.878906
	Iteration 36Q: 3 clusters Score -357298.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -357300.906250 Penalty: 2869.878906
	Iteration 37Q: 3 clusters Score -357300.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -357301.500000 Penalty: 2869.878906
	Iteration 38Q: 3 clusters Score -357301.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -357302.343750 Penalty: 2869.878906
	Iteration 39Q: 3 clusters Score -357302.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -357302.812500 Penalty: 2869.878906
	Iteration 40F: 3 clusters Score -357302.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -357305.468750 Penalty: 2869.878906
	Iteration 41Q: 3 clusters Score -357305.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -357306.093750 Penalty: 2869.878906
	Iteration 42Q: 3 clusters Score -357306.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -357308.281250 Penalty: 2869.878906
	Iteration 43Q: 3 clusters Score -357308.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -357308.937500 Penalty: 2869.878906
	Iteration 44Q: 3 clusters Score -357308.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -357309.687500 Penalty: 2869.878906
	Iteration 45Q: 3 clusters Score -357309.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -357309.687500 Penalty: 2869.878906
	Iteration 46F: 3 clusters Score -357309.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Entering Unmasked Estep 
Score: -43759.886719 Penalty: 1118.729126
	Iteration 0F: 2 clusters Score -43759.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -42307.316406 Penalty: 2237.458252
	Iteration 0F: 3 clusters Score -42307.32 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -42554.390625 Penalty: 2237.458252
	Iteration 1F: 3 clusters Score -42554.39 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -42627.914062 Penalty: 2237.458252
	Iteration 2F: 3 clusters Score -42627.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -42674.859375 Penalty: 2237.458252
	Iteration 3Q: 3 clusters Score -42674.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -42700.367188 Penalty: 2237.458252
	Iteration 4Q: 3 clusters Score -42700.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -42720.328125 Penalty: 2237.458252
	Iteration 5Q: 3 clusters Score -42720.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -42734.464844 Penalty: 2237.458252
	Iteration 6Q: 3 clusters Score -42734.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -42747.898438 Penalty: 2237.458252
	Iteration 7Q: 3 clusters Score -42747.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -42755.304688 Penalty: 2237.458252
	Iteration 8Q: 3 clusters Score -42755.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -42762.128906 Penalty: 2237.458252
	Iteration 9Q: 3 clusters Score -42762.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -42767.433594 Penalty: 2237.458252
	Iteration 10Q: 3 clusters Score -42767.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -42770.019531 Penalty: 2237.458252
	Iteration 11Q: 3 clusters Score -42770.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -42770.843750 Penalty: 2237.458252
	Iteration 12Q: 3 clusters Score -42770.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -42771.195312 Penalty: 2237.458252
	Iteration 13Q: 3 clusters Score -42771.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -42771.195312 Penalty: 2237.458252
	Iteration 14F: 3 clusters Score -42771.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Entering Unmasked Estep 
Score: -213620.390625 Penalty: 1363.455444
	Iteration 0F: 2 clusters Score -213620.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -210076.296875 Penalty: 2726.910889
	Iteration 0F: 3 clusters Score -210076.3 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -211294.203125 Penalty: 2726.910889
	Iteration 1F: 3 clusters Score -211294.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -211791.859375 Penalty: 2726.910889
	Iteration 2F: 3 clusters Score -211791.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -212233.078125 Penalty: 2726.910889
	Iteration 3F: 3 clusters Score -212233.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -212575.484375 Penalty: 2726.910889
	Iteration 4F: 3 clusters Score -212575.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -212803.796875 Penalty: 2726.910889
	Iteration 5F: 3 clusters Score -212803.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -212913.796875 Penalty: 2726.910889
	Iteration 6Q: 3 clusters Score -212913.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -212967.390625 Penalty: 2726.910889
	Iteration 7Q: 3 clusters Score -212967.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -212996.640625 Penalty: 2726.910889
	Iteration 8Q: 3 clusters Score -212996.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -213013.046875 Penalty: 2726.910889
	Iteration 9Q: 3 clusters Score -213013 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -213028.828125 Penalty: 2726.910889
	Iteration 10Q: 3 clusters Score -213028.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -213041.218750 Penalty: 2726.910889
	Iteration 11Q: 3 clusters Score -213041.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -213049.078125 Penalty: 2726.910889
	Iteration 12Q: 3 clusters Score -213049.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -213053.187500 Penalty: 2726.910889
	Iteration 13Q: 3 clusters Score -213053.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -213055.265625 Penalty: 2726.910889
	Iteration 14Q: 3 clusters Score -213055.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -213058.109375 Penalty: 2726.910889
	Iteration 15Q: 3 clusters Score -213058.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -213059.625000 Penalty: 2726.910889
	Iteration 16Q: 3 clusters Score -213059.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -213061.531250 Penalty: 2726.910889
	Iteration 17Q: 3 clusters Score -213061.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -213063.890625 Penalty: 2726.910889
	Iteration 18Q: 3 clusters Score -213063.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -213066.343750 Penalty: 2726.910889
	Iteration 19Q: 3 clusters Score -213066.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -213068.078125 Penalty: 2726.910889
	Iteration 20F: 3 clusters Score -213068.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -213069.546875 Penalty: 2726.910889
	Iteration 21Q: 3 clusters Score -213069.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -213072.234375 Penalty: 2726.910889
	Iteration 22Q: 3 clusters Score -213072.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -213074.500000 Penalty: 2726.910889
	Iteration 23Q: 3 clusters Score -213074.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -213076.593750 Penalty: 2726.910889
	Iteration 24Q: 3 clusters Score -213076.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -213080.656250 Penalty: 2726.910889
	Iteration 25Q: 3 clusters Score -213080.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -213082.671875 Penalty: 2726.910889
	Iteration 26Q: 3 clusters Score -213082.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -213085.312500 Penalty: 2726.910889
	Iteration 27Q: 3 clusters Score -213085.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -213087.484375 Penalty: 2726.910889
	Iteration 28Q: 3 clusters Score -213087.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -213090.187500 Penalty: 2726.910889
	Iteration 29Q: 3 clusters Score -213090.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -213093.140625 Penalty: 2726.910889
	Iteration 30Q: 3 clusters Score -213093.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -213097.250000 Penalty: 2726.910889
	Iteration 31Q: 3 clusters Score -213097.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -213101.453125 Penalty: 2726.910889
	Iteration 32Q: 3 clusters Score -213101.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -213103.843750 Penalty: 2726.910889
	Iteration 33Q: 3 clusters Score -213103.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -213105.031250 Penalty: 2726.910889
	Iteration 34Q: 3 clusters Score -213105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -213105.031250 Penalty: 2726.910889
	Iteration 35F: 3 clusters Score -213105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Entering Unmasked Estep 
Score: -499816.718750 Penalty: 1481.800659
	Iteration 0F: 2 clusters Score -499816.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -493151.937500 Penalty: 2963.601318
	Iteration 0F: 3 clusters Score -493151.9 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -495166.031250 Penalty: 2963.601318
	Iteration 1F: 3 clusters Score -495166 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -495359.093750 Penalty: 2963.601318
	Iteration 2F: 3 clusters Score -495359.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -495494.375000 Penalty: 2963.601318
	Iteration 3Q: 3 clusters Score -495494.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -495594.625000 Penalty: 2963.601318
	Iteration 4Q: 3 clusters Score -495594.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -495664.687500 Penalty: 2963.601318
	Iteration 5Q: 3 clusters Score -495664.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -495716.250000 Penalty: 2963.601318
	Iteration 6Q: 3 clusters Score -495716.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -495758.781250 Penalty: 2963.601318
	Iteration 7Q: 3 clusters Score -495758.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -495810.437500 Penalty: 2963.601318
	Iteration 8Q: 3 clusters Score -495810.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -495855.187500 Penalty: 2963.601318
	Iteration 9Q: 3 clusters Score -495855.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -495901.937500 Penalty: 2963.601318
	Iteration 10Q: 3 clusters Score -495901.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -495958.406250 Penalty: 2963.601318
	Iteration 11Q: 3 clusters Score -495958.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -496035.093750 Penalty: 2963.601318
	Iteration 12Q: 3 clusters Score -496035.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -496135.781250 Penalty: 2963.601318
	Iteration 13Q: 3 clusters Score -496135.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -496254.031250 Penalty: 2963.601318
	Iteration 14Q: 3 clusters Score -496254 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -496404.500000 Penalty: 2963.601318
	Iteration 15Q: 3 clusters Score -496404.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -496607.281250 Penalty: 2963.601318
	Iteration 16Q: 3 clusters Score -496607.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -496875.812500 Penalty: 2963.601318
	Iteration 17Q: 3 clusters Score -496875.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -497208.031250 Penalty: 2963.601318
	Iteration 18Q: 3 clusters Score -497208 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -497550.187500 Penalty: 2963.601318
	Iteration 19Q: 3 clusters Score -497550.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -497864.437500 Penalty: 2963.601318
	Iteration 20F: 3 clusters Score -497864.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -498100.500000 Penalty: 2963.601318
	Iteration 21Q: 3 clusters Score -498100.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -498240.468750 Penalty: 2963.601318
	Iteration 22Q: 3 clusters Score -498240.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -498341.687500 Penalty: 2963.601318
	Iteration 23Q: 3 clusters Score -498341.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -498392.250000 Penalty: 2963.601318
	Iteration 24Q: 3 clusters Score -498392.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -498426.500000 Penalty: 2963.601318
	Iteration 25Q: 3 clusters Score -498426.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -498443.281250 Penalty: 2963.601318
	Iteration 26Q: 3 clusters Score -498443.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -498460.937500 Penalty: 2963.601318
	Iteration 27Q: 3 clusters Score -498460.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -498473.250000 Penalty: 2963.601318
	Iteration 28Q: 3 clusters Score -498473.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -498486.156250 Penalty: 2963.601318
	Iteration 29Q: 3 clusters Score -498486.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -498500.906250 Penalty: 2963.601318
	Iteration 30Q: 3 clusters Score -498500.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -498508.156250 Penalty: 2963.601318
	Iteration 31Q: 3 clusters Score -498508.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -498513.093750 Penalty: 2963.601318
	Iteration 32Q: 3 clusters Score -498513.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -498514.343750 Penalty: 2963.601318
	Iteration 33Q: 3 clusters Score -498514.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -498515.218750 Penalty: 2963.601318
	Iteration 34Q: 3 clusters Score -498515.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -498515.500000 Penalty: 2963.601318
	Iteration 35Q: 3 clusters Score -498515.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -498515.500000 Penalty: 2963.601318
	Iteration 36F: 3 clusters Score -498515.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Entering Unmasked Estep 
Score: -2223559.750000 Penalty: 1724.876099
	Iteration 0F: 2 clusters Score -2223560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2196388.750000 Penalty: 3449.752197
	Iteration 0F: 3 clusters Score -2196389 nChanged 18897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2207183.250000 Penalty: 3449.752197
	Iteration 1F: 3 clusters Score -2207183 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2207704.750000 Penalty: 3449.752197
	Iteration 2Q: 3 clusters Score -2207705 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -2208320.000000 Penalty: 3449.752197
	Iteration 3Q: 3 clusters Score -2208320 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -2209069.500000 Penalty: 3449.752197
	Iteration 4Q: 3 clusters Score -2209070 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -2210055.000000 Penalty: 3449.752197
	Iteration 5Q: 3 clusters Score -2210055 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -2211449.000000 Penalty: 3449.752197
	Iteration 6F: 3 clusters Score -2211449 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -2213305.500000 Penalty: 3449.752197
	Iteration 7F: 3 clusters Score -2213306 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -2215111.500000 Penalty: 3449.752197
	Iteration 8F: 3 clusters Score -2215112 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -2216221.000000 Penalty: 3449.752197
	Iteration 9Q: 3 clusters Score -2216221 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -2216704.250000 Penalty: 3449.752197
	Iteration 10Q: 3 clusters Score -2216704 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -2216970.000000 Penalty: 3449.752197
	Iteration 11Q: 3 clusters Score -2216970 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -2217151.250000 Penalty: 3449.752197
	Iteration 12Q: 3 clusters Score -2217151 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -2217348.500000 Penalty: 3449.752197
	Iteration 13Q: 3 clusters Score -2217348 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -2217547.250000 Penalty: 3449.752197
	Iteration 14Q: 3 clusters Score -2217547 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -2217752.000000 Penalty: 3449.752197
	Iteration 15Q: 3 clusters Score -2217752 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -2217974.000000 Penalty: 3449.752197
	Iteration 16Q: 3 clusters Score -2217974 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -2218204.750000 Penalty: 3449.752197
	Iteration 17Q: 3 clusters Score -2218205 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -2218447.500000 Penalty: 3449.752197
	Iteration 18Q: 3 clusters Score -2218448 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -2218707.750000 Penalty: 3449.752197
	Iteration 19Q: 3 clusters Score -2218708 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -2218950.500000 Penalty: 3449.752197
	Iteration 20F: 3 clusters Score -2218950 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -2219171.250000 Penalty: 3449.752197
	Iteration 21Q: 3 clusters Score -2219171 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -2219396.500000 Penalty: 3449.752197
	Iteration 22Q: 3 clusters Score -2219396 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -2219596.000000 Penalty: 3449.752197
	Iteration 23Q: 3 clusters Score -2219596 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -2219795.500000 Penalty: 3449.752197
	Iteration 24Q: 3 clusters Score -2219796 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -2219988.750000 Penalty: 3449.752197
	Iteration 25Q: 3 clusters Score -2219989 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -2220195.500000 Penalty: 3449.752197
	Iteration 26Q: 3 clusters Score -2220196 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -2220416.500000 Penalty: 3449.752197
	Iteration 27Q: 3 clusters Score -2220416 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -2220635.500000 Penalty: 3449.752197
	Iteration 28Q: 3 clusters Score -2220636 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -2220818.750000 Penalty: 3449.752197
	Iteration 29Q: 3 clusters Score -2220819 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -2220995.500000 Penalty: 3449.752197
	Iteration 30Q: 3 clusters Score -2220996 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -2221155.250000 Penalty: 3449.752197
	Iteration 31Q: 3 clusters Score -2221155 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -2221326.250000 Penalty: 3449.752197
	Iteration 32Q: 3 clusters Score -2221326 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -2221469.250000 Penalty: 3449.752197
	Iteration 33Q: 3 clusters Score -2221469 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -2221573.250000 Penalty: 3449.752197
	Iteration 34Q: 3 clusters Score -2221573 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -2221670.500000 Penalty: 3449.752197
	Iteration 35Q: 3 clusters Score -2221670 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -2221764.000000 Penalty: 3449.752197
	Iteration 36Q: 3 clusters Score -2221764 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -2221831.000000 Penalty: 3449.752197
	Iteration 37Q: 3 clusters Score -2221831 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -2221888.750000 Penalty: 3449.752197
	Iteration 38Q: 3 clusters Score -2221889 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -2221923.500000 Penalty: 3449.752197
	Iteration 39Q: 3 clusters Score -2221924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -2221942.750000 Penalty: 3449.752197
	Iteration 40F: 3 clusters Score -2221943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -2221968.500000 Penalty: 3449.752197
	Iteration 41Q: 3 clusters Score -2221968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -2221986.500000 Penalty: 3449.752197
	Iteration 42Q: 3 clusters Score -2221986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -2222002.500000 Penalty: 3449.752197
	Iteration 43Q: 3 clusters Score -2222002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -2222015.500000 Penalty: 3449.752197
	Iteration 44Q: 3 clusters Score -2222016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -2222028.750000 Penalty: 3449.752197
	Iteration 45Q: 3 clusters Score -2222029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -2222037.500000 Penalty: 3449.752197
	Iteration 46Q: 3 clusters Score -2222038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -2222046.500000 Penalty: 3449.752197
	Iteration 47Q: 3 clusters Score -2222046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -2222048.500000 Penalty: 3449.752197
	Iteration 48Q: 3 clusters Score -2222048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -2222049.250000 Penalty: 3449.752197
	Iteration 49Q: 3 clusters Score -2222049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -2222053.250000 Penalty: 3449.752197
	Iteration 50Q: 3 clusters Score -2222053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -2222050.250000 Penalty: 3449.752197
	Iteration 51Q: 3 clusters Score -2222050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -2222055.500000 Penalty: 3449.752197
	Iteration 52Q: 3 clusters Score -2222056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -2222055.500000 Penalty: 3449.752197
	Iteration 53Q: 3 clusters Score -2222056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -2222056.000000 Penalty: 3449.752197
	Iteration 54Q: 3 clusters Score -2222056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -2222055.250000 Penalty: 3449.752197
	Iteration 55Q: 3 clusters Score -2222055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -2222059.250000 Penalty: 3449.752197
	Iteration 56Q: 3 clusters Score -2222059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -2222066.000000 Penalty: 3449.752197
	Iteration 57Q: 3 clusters Score -2222066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -2222070.000000 Penalty: 3449.752197
	Iteration 58Q: 3 clusters Score -2222070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -2222073.000000 Penalty: 3449.752197
	Iteration 59Q: 3 clusters Score -2222073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -2222077.250000 Penalty: 3449.752197
	Iteration 60F: 3 clusters Score -2222077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -2222082.250000 Penalty: 3449.752197
	Iteration 61Q: 3 clusters Score -2222082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -2222086.000000 Penalty: 3449.752197
	Iteration 62Q: 3 clusters Score -2222086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -2222086.750000 Penalty: 3449.752197
	Iteration 63Q: 3 clusters Score -2222087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -2222087.000000 Penalty: 3449.752197
	Iteration 64Q: 3 clusters Score -2222087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -2222092.250000 Penalty: 3449.752197
	Iteration 65Q: 3 clusters Score -2222092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -2222094.250000 Penalty: 3449.752197
	Iteration 66Q: 3 clusters Score -2222094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -2222098.500000 Penalty: 3449.752197
	Iteration 67Q: 3 clusters Score -2222098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -2222099.500000 Penalty: 3449.752197
	Iteration 68Q: 3 clusters Score -2222100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -2222102.750000 Penalty: 3449.752197
	Iteration 69Q: 3 clusters Score -2222103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -2222102.500000 Penalty: 3449.752197
	Iteration 70Q: 3 clusters Score -2222102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -2222102.500000 Penalty: 3449.752197
	Iteration 71F: 3 clusters Score -2222102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Entering Unmasked Estep 
Score: -711651.125000 Penalty: 1561.666748
	Iteration 0F: 2 clusters Score -711651.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -701292.437500 Penalty: 3123.333496
	Iteration 0F: 3 clusters Score -701292.4 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -705250.625000 Penalty: 3123.333496
	Iteration 1F: 3 clusters Score -705250.6 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -705945.500000 Penalty: 3123.333496
	Iteration 2F: 3 clusters Score -705945.5 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -706653.812500 Penalty: 3123.333496
	Iteration 3F: 3 clusters Score -706653.8 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -707356.500000 Penalty: 3123.333496
	Iteration 4F: 3 clusters Score -707356.5 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -707916.625000 Penalty: 3123.333496
	Iteration 5F: 3 clusters Score -707916.6 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -708371.187500 Penalty: 3123.333496
	Iteration 6F: 3 clusters Score -708371.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -708674.250000 Penalty: 3123.333496
	Iteration 7Q: 3 clusters Score -708674.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -708845.375000 Penalty: 3123.333496
	Iteration 8Q: 3 clusters Score -708845.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -708962.125000 Penalty: 3123.333496
	Iteration 9Q: 3 clusters Score -708962.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -709044.250000 Penalty: 3123.333496
	Iteration 10Q: 3 clusters Score -709044.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -709093.875000 Penalty: 3123.333496
	Iteration 11Q: 3 clusters Score -709093.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -709144.625000 Penalty: 3123.333496
	Iteration 12Q: 3 clusters Score -709144.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -709179.625000 Penalty: 3123.333496
	Iteration 13Q: 3 clusters Score -709179.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -709207.750000 Penalty: 3123.333496
	Iteration 14Q: 3 clusters Score -709207.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -709234.187500 Penalty: 3123.333496
	Iteration 15Q: 3 clusters Score -709234.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -709258.250000 Penalty: 3123.333496
	Iteration 16Q: 3 clusters Score -709258.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -709275.250000 Penalty: 3123.333496
	Iteration 17Q: 3 clusters Score -709275.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -709290.750000 Penalty: 3123.333496
	Iteration 18Q: 3 clusters Score -709290.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -709306.250000 Penalty: 3123.333496
	Iteration 19Q: 3 clusters Score -709306.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -709319.312500 Penalty: 3123.333496
	Iteration 20F: 3 clusters Score -709319.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -709329.875000 Penalty: 3123.333496
	Iteration 21Q: 3 clusters Score -709329.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -709337.812500 Penalty: 3123.333496
	Iteration 22Q: 3 clusters Score -709337.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -709349.687500 Penalty: 3123.333496
	Iteration 23Q: 3 clusters Score -709349.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -709361.000000 Penalty: 3123.333496
	Iteration 24Q: 3 clusters Score -709361 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -709365.562500 Penalty: 3123.333496
	Iteration 25Q: 3 clusters Score -709365.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -709375.562500 Penalty: 3123.333496
	Iteration 26Q: 3 clusters Score -709375.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -709386.687500 Penalty: 3123.333496
	Iteration 27Q: 3 clusters Score -709386.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -709398.062500 Penalty: 3123.333496
	Iteration 28Q: 3 clusters Score -709398.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -709413.000000 Penalty: 3123.333496
	Iteration 29Q: 3 clusters Score -709413 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -709425.125000 Penalty: 3123.333496
	Iteration 30Q: 3 clusters Score -709425.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -709437.187500 Penalty: 3123.333496
	Iteration 31Q: 3 clusters Score -709437.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -709453.250000 Penalty: 3123.333496
	Iteration 32Q: 3 clusters Score -709453.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -709463.000000 Penalty: 3123.333496
	Iteration 33Q: 3 clusters Score -709463 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -709477.250000 Penalty: 3123.333496
	Iteration 34Q: 3 clusters Score -709477.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -709488.562500 Penalty: 3123.333496
	Iteration 35Q: 3 clusters Score -709488.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -709502.750000 Penalty: 3123.333496
	Iteration 36Q: 3 clusters Score -709502.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -709523.625000 Penalty: 3123.333496
	Iteration 37Q: 3 clusters Score -709523.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -709542.562500 Penalty: 3123.333496
	Iteration 38Q: 3 clusters Score -709542.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -709562.562500 Penalty: 3123.333496
	Iteration 39Q: 3 clusters Score -709562.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -709576.687500 Penalty: 3123.333496
	Iteration 40F: 3 clusters Score -709576.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -709593.250000 Penalty: 3123.333496
	Iteration 41Q: 3 clusters Score -709593.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -709607.062500 Penalty: 3123.333496
	Iteration 42Q: 3 clusters Score -709607.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -709620.000000 Penalty: 3123.333496
	Iteration 43Q: 3 clusters Score -709620 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -709630.125000 Penalty: 3123.333496
	Iteration 44Q: 3 clusters Score -709630.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -709643.625000 Penalty: 3123.333496
	Iteration 45Q: 3 clusters Score -709643.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -709652.187500 Penalty: 3123.333496
	Iteration 46Q: 3 clusters Score -709652.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -709655.812500 Penalty: 3123.333496
	Iteration 47Q: 3 clusters Score -709655.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -709663.187500 Penalty: 3123.333496
	Iteration 48Q: 3 clusters Score -709663.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -709672.187500 Penalty: 3123.333496
	Iteration 49Q: 3 clusters Score -709672.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -709683.000000 Penalty: 3123.333496
	Iteration 50Q: 3 clusters Score -709683 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -709691.312500 Penalty: 3123.333496
	Iteration 51Q: 3 clusters Score -709691.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -709699.625000 Penalty: 3123.333496
	Iteration 52Q: 3 clusters Score -709699.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -709707.625000 Penalty: 3123.333496
	Iteration 53Q: 3 clusters Score -709707.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -709714.625000 Penalty: 3123.333496
	Iteration 54Q: 3 clusters Score -709714.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -709725.812500 Penalty: 3123.333496
	Iteration 55Q: 3 clusters Score -709725.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -709733.937500 Penalty: 3123.333496
	Iteration 56Q: 3 clusters Score -709733.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -709749.250000 Penalty: 3123.333496
	Iteration 57Q: 3 clusters Score -709749.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -709757.687500 Penalty: 3123.333496
	Iteration 58Q: 3 clusters Score -709757.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -709773.437500 Penalty: 3123.333496
	Iteration 59Q: 3 clusters Score -709773.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -709789.187500 Penalty: 3123.333496
	Iteration 60F: 3 clusters Score -709789.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -709804.375000 Penalty: 3123.333496
	Iteration 61Q: 3 clusters Score -709804.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -709820.312500 Penalty: 3123.333496
	Iteration 62Q: 3 clusters Score -709820.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -709841.875000 Penalty: 3123.333496
	Iteration 63Q: 3 clusters Score -709841.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -709860.625000 Penalty: 3123.333496
	Iteration 64Q: 3 clusters Score -709860.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -709887.375000 Penalty: 3123.333496
	Iteration 65Q: 3 clusters Score -709887.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -709905.312500 Penalty: 3123.333496
	Iteration 66Q: 3 clusters Score -709905.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -709926.250000 Penalty: 3123.333496
	Iteration 67Q: 3 clusters Score -709926.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -709939.125000 Penalty: 3123.333496
	Iteration 68Q: 3 clusters Score -709939.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -709955.437500 Penalty: 3123.333496
	Iteration 69Q: 3 clusters Score -709955.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -709974.875000 Penalty: 3123.333496
	Iteration 70Q: 3 clusters Score -709974.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -710000.062500 Penalty: 3123.333496
	Iteration 71Q: 3 clusters Score -710000.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -710029.250000 Penalty: 3123.333496
	Iteration 72Q: 3 clusters Score -710029.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -710049.187500 Penalty: 3123.333496
	Iteration 73Q: 3 clusters Score -710049.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -710063.937500 Penalty: 3123.333496
	Iteration 74Q: 3 clusters Score -710063.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -710082.625000 Penalty: 3123.333496
	Iteration 75Q: 3 clusters Score -710082.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -710108.500000 Penalty: 3123.333496
	Iteration 76Q: 3 clusters Score -710108.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -710137.000000 Penalty: 3123.333496
	Iteration 77Q: 3 clusters Score -710137 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -710166.375000 Penalty: 3123.333496
	Iteration 78Q: 3 clusters Score -710166.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -710191.000000 Penalty: 3123.333496
	Iteration 79Q: 3 clusters Score -710191 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -710223.875000 Penalty: 3123.333496
	Iteration 80F: 3 clusters Score -710223.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -710256.000000 Penalty: 3123.333496
	Iteration 81Q: 3 clusters Score -710256 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -710286.937500 Penalty: 3123.333496
	Iteration 82Q: 3 clusters Score -710286.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -710314.000000 Penalty: 3123.333496
	Iteration 83Q: 3 clusters Score -710314 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -710334.812500 Penalty: 3123.333496
	Iteration 84Q: 3 clusters Score -710334.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -710347.312500 Penalty: 3123.333496
	Iteration 85Q: 3 clusters Score -710347.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -710360.312500 Penalty: 3123.333496
	Iteration 86Q: 3 clusters Score -710360.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -710373.000000 Penalty: 3123.333496
	Iteration 87Q: 3 clusters Score -710373 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -710394.562500 Penalty: 3123.333496
	Iteration 88Q: 3 clusters Score -710394.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -710409.625000 Penalty: 3123.333496
	Iteration 89Q: 3 clusters Score -710409.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -710421.812500 Penalty: 3123.333496
	Iteration 90Q: 3 clusters Score -710421.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -710433.000000 Penalty: 3123.333496
	Iteration 91Q: 3 clusters Score -710433 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -710437.375000 Penalty: 3123.333496
	Iteration 92Q: 3 clusters Score -710437.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -710445.187500 Penalty: 3123.333496
	Iteration 93Q: 3 clusters Score -710445.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -710450.687500 Penalty: 3123.333496
	Iteration 94Q: 3 clusters Score -710450.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -710455.375000 Penalty: 3123.333496
	Iteration 95Q: 3 clusters Score -710455.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -710460.312500 Penalty: 3123.333496
	Iteration 96Q: 3 clusters Score -710460.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -710465.000000 Penalty: 3123.333496
	Iteration 97Q: 3 clusters Score -710465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -710468.125000 Penalty: 3123.333496
	Iteration 98Q: 3 clusters Score -710468.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -710473.812500 Penalty: 3123.333496
	Iteration 99Q: 3 clusters Score -710473.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -710476.062500 Penalty: 3123.333496
	Iteration 100F: 3 clusters Score -710476.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -710476.750000 Penalty: 3123.333496
	Iteration 101Q: 3 clusters Score -710476.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -710478.812500 Penalty: 3123.333496
	Iteration 102Q: 3 clusters Score -710478.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -710478.437500 Penalty: 3123.333496
	Iteration 103Q: 3 clusters Score -710478.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -710480.875000 Penalty: 3123.333496
	Iteration 104Q: 3 clusters Score -710480.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -710482.312500 Penalty: 3123.333496
	Iteration 105Q: 3 clusters Score -710482.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -710485.000000 Penalty: 3123.333496
	Iteration 106Q: 3 clusters Score -710485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -710483.812500 Penalty: 3123.333496
	Iteration 107Q: 3 clusters Score -710483.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -710488.062500 Penalty: 3123.333496
	Iteration 108Q: 3 clusters Score -710488.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -710489.562500 Penalty: 3123.333496
	Iteration 109Q: 3 clusters Score -710489.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -710490.562500 Penalty: 3123.333496
	Iteration 110Q: 3 clusters Score -710490.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -710491.875000 Penalty: 3123.333496
	Iteration 111Q: 3 clusters Score -710491.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -710493.875000 Penalty: 3123.333496
	Iteration 112Q: 3 clusters Score -710493.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -710498.000000 Penalty: 3123.333496
	Iteration 113Q: 3 clusters Score -710498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -710503.625000 Penalty: 3123.333496
	Iteration 114Q: 3 clusters Score -710503.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -710503.437500 Penalty: 3123.333496
	Iteration 115Q: 3 clusters Score -710503.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -710503.687500 Penalty: 3123.333496
	Iteration 116Q: 3 clusters Score -710503.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -710503.625000 Penalty: 3123.333496
	Iteration 117Q: 3 clusters Score -710503.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -710506.625000 Penalty: 3123.333496
	Iteration 118Q: 3 clusters Score -710506.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -710506.000000 Penalty: 3123.333496
	Iteration 119Q: 3 clusters Score -710506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -710510.750000 Penalty: 3123.333496
	Iteration 120F: 3 clusters Score -710510.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -710509.812500 Penalty: 3123.333496
	Iteration 121Q: 3 clusters Score -710509.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -710514.562500 Penalty: 3123.333496
	Iteration 122Q: 3 clusters Score -710514.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -710511.937500 Penalty: 3123.333496
	Iteration 123Q: 3 clusters Score -710511.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -710513.375000 Penalty: 3123.333496
	Iteration 124Q: 3 clusters Score -710513.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -710513.750000 Penalty: 3123.333496
	Iteration 125Q: 3 clusters Score -710513.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -710515.062500 Penalty: 3123.333496
	Iteration 126Q: 3 clusters Score -710515.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -710519.375000 Penalty: 3123.333496
	Iteration 127Q: 3 clusters Score -710519.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -710519.187500 Penalty: 3123.333496
	Iteration 128Q: 3 clusters Score -710519.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -710521.000000 Penalty: 3123.333496
	Iteration 129Q: 3 clusters Score -710521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -710524.312500 Penalty: 3123.333496
	Iteration 130Q: 3 clusters Score -710524.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -710523.312500 Penalty: 3123.333496
	Iteration 131Q: 3 clusters Score -710523.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -710523.062500 Penalty: 3123.333496
	Iteration 132Q: 3 clusters Score -710523.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -710522.937500 Penalty: 3123.333496
	Iteration 133Q: 3 clusters Score -710522.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -710522.937500 Penalty: 3123.333496
	Iteration 134F: 3 clusters Score -710522.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Entering Unmasked Estep 
Score: -138171.453125 Penalty: 1296.419800
	Iteration 0F: 2 clusters Score -138171.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -135485.093750 Penalty: 2592.839600
	Iteration 0F: 3 clusters Score -135485.1 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -136271.171875 Penalty: 2592.839600
	Iteration 1F: 3 clusters Score -136271.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -136574.078125 Penalty: 2592.839600
	Iteration 2F: 3 clusters Score -136574.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -136836.546875 Penalty: 2592.839600
	Iteration 3F: 3 clusters Score -136836.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -137004.750000 Penalty: 2592.839600
	Iteration 4F: 3 clusters Score -137004.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -137143.375000 Penalty: 2592.839600
	Iteration 5F: 3 clusters Score -137143.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -137245.968750 Penalty: 2592.839600
	Iteration 6Q: 3 clusters Score -137246 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -137356.468750 Penalty: 2592.839600
	Iteration 7Q: 3 clusters Score -137356.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -137442.015625 Penalty: 2592.839600
	Iteration 8Q: 3 clusters Score -137442 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -137525.437500 Penalty: 2592.839600
	Iteration 9Q: 3 clusters Score -137525.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -137598.390625 Penalty: 2592.839600
	Iteration 10Q: 3 clusters Score -137598.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -137669.828125 Penalty: 2592.839600
	Iteration 11Q: 3 clusters Score -137669.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -137728.328125 Penalty: 2592.839600
	Iteration 12Q: 3 clusters Score -137728.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -137760.750000 Penalty: 2592.839600
	Iteration 13Q: 3 clusters Score -137760.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -137781.328125 Penalty: 2592.839600
	Iteration 14Q: 3 clusters Score -137781.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -137793.687500 Penalty: 2592.839600
	Iteration 15Q: 3 clusters Score -137793.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -137799.875000 Penalty: 2592.839600
	Iteration 16Q: 3 clusters Score -137799.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -137803.953125 Penalty: 2592.839600
	Iteration 17Q: 3 clusters Score -137804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -137808.500000 Penalty: 2592.839600
	Iteration 18Q: 3 clusters Score -137808.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -137811.796875 Penalty: 2592.839600
	Iteration 19Q: 3 clusters Score -137811.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -137817.031250 Penalty: 2592.839600
	Iteration 20F: 3 clusters Score -137817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -137823.296875 Penalty: 2592.839600
	Iteration 21Q: 3 clusters Score -137823.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -137826.515625 Penalty: 2592.839600
	Iteration 22Q: 3 clusters Score -137826.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -137828.015625 Penalty: 2592.839600
	Iteration 23Q: 3 clusters Score -137828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -137830.296875 Penalty: 2592.839600
	Iteration 24Q: 3 clusters Score -137830.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -137832.343750 Penalty: 2592.839600
	Iteration 25Q: 3 clusters Score -137832.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -137833.687500 Penalty: 2592.839600
	Iteration 26Q: 3 clusters Score -137833.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -137835.031250 Penalty: 2592.839600
	Iteration 27Q: 3 clusters Score -137835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -137836.921875 Penalty: 2592.839600
	Iteration 28Q: 3 clusters Score -137836.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -137838.046875 Penalty: 2592.839600
	Iteration 29Q: 3 clusters Score -137838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -137839.187500 Penalty: 2592.839600
	Iteration 30Q: 3 clusters Score -137839.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -137839.890625 Penalty: 2592.839600
	Iteration 31Q: 3 clusters Score -137839.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -137839.890625 Penalty: 2592.839600
	Iteration 32F: 3 clusters Score -137839.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Entering Unmasked Estep 
Score: -55751.816406 Penalty: 1159.419800
	Iteration 0F: 2 clusters Score -55751.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -54193.605469 Penalty: 2318.839600
	Iteration 0F: 3 clusters Score -54193.61 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -54612.347656 Penalty: 2318.839600
	Iteration 1F: 3 clusters Score -54612.35 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -54822.964844 Penalty: 2318.839600
	Iteration 2F: 3 clusters Score -54822.96 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -54965.886719 Penalty: 2318.839600
	Iteration 3F: 3 clusters Score -54965.89 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -55066.644531 Penalty: 2318.839600
	Iteration 4F: 3 clusters Score -55066.64 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -55145.632812 Penalty: 2318.839600
	Iteration 5Q: 3 clusters Score -55145.63 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -55200.937500 Penalty: 2318.839600
	Iteration 6Q: 3 clusters Score -55200.94 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -55247.371094 Penalty: 2318.839600
	Iteration 7Q: 3 clusters Score -55247.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -55276.316406 Penalty: 2318.839600
	Iteration 8Q: 3 clusters Score -55276.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -55304.285156 Penalty: 2318.839600
	Iteration 9Q: 3 clusters Score -55304.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -55336.480469 Penalty: 2318.839600
	Iteration 10Q: 3 clusters Score -55336.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -55361.632812 Penalty: 2318.839600
	Iteration 11Q: 3 clusters Score -55361.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -55378.933594 Penalty: 2318.839600
	Iteration 12Q: 3 clusters Score -55378.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -55393.179688 Penalty: 2318.839600
	Iteration 13Q: 3 clusters Score -55393.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -55416.527344 Penalty: 2318.839600
	Iteration 14Q: 3 clusters Score -55416.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -55450.546875 Penalty: 2318.839600
	Iteration 15Q: 3 clusters Score -55450.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -55504.097656 Penalty: 2318.839600
	Iteration 16Q: 3 clusters Score -55504.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -55636.546875 Penalty: 2318.839600
	Iteration 17Q: 3 clusters Score -55636.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -55694.289062 Penalty: 2318.839600
	Iteration 18Q: 3 clusters Score -55694.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -55713.929688 Penalty: 2318.839600
	Iteration 19Q: 3 clusters Score -55713.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -55728.578125 Penalty: 2318.839600
	Iteration 20F: 3 clusters Score -55728.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -55735.871094 Penalty: 2318.839600
	Iteration 21Q: 3 clusters Score -55735.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -55737.058594 Penalty: 2318.839600
	Iteration 22Q: 3 clusters Score -55737.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -55738.601562 Penalty: 2318.839600
	Iteration 23Q: 3 clusters Score -55738.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -55739.699219 Penalty: 2318.839600
	Iteration 24Q: 3 clusters Score -55739.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -55740.792969 Penalty: 2318.839600
	Iteration 25Q: 3 clusters Score -55740.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -55741.535156 Penalty: 2318.839600
	Iteration 26Q: 3 clusters Score -55741.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -55742.792969 Penalty: 2318.839600
	Iteration 27Q: 3 clusters Score -55742.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -55742.792969 Penalty: 2318.839600
	Iteration 28F: 3 clusters Score -55742.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Entering Unmasked Estep 
Score: -464192.218750 Penalty: 1495.898438
	Iteration 0F: 2 clusters Score -464192.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -457033.500000 Penalty: 2991.796875
	Iteration 0F: 3 clusters Score -457033.5 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -459335.843750 Penalty: 2991.796875
	Iteration 1F: 3 clusters Score -459335.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -459558.562500 Penalty: 2991.796875
	Iteration 2F: 3 clusters Score -459558.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -459726.406250 Penalty: 2991.796875
	Iteration 3Q: 3 clusters Score -459726.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -459882.562500 Penalty: 2991.796875
	Iteration 4Q: 3 clusters Score -459882.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -460016.750000 Penalty: 2991.796875
	Iteration 5Q: 3 clusters Score -460016.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -460131.156250 Penalty: 2991.796875
	Iteration 6Q: 3 clusters Score -460131.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -460266.625000 Penalty: 2991.796875
	Iteration 7Q: 3 clusters Score -460266.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -460441.687500 Penalty: 2991.796875
	Iteration 8Q: 3 clusters Score -460441.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -460643.250000 Penalty: 2991.796875
	Iteration 9Q: 3 clusters Score -460643.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -460891.437500 Penalty: 2991.796875
	Iteration 10Q: 3 clusters Score -460891.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -461180.687500 Penalty: 2991.796875
	Iteration 11Q: 3 clusters Score -461180.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -461516.718750 Penalty: 2991.796875
	Iteration 12Q: 3 clusters Score -461516.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -461848.437500 Penalty: 2991.796875
	Iteration 13Q: 3 clusters Score -461848.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -462154.406250 Penalty: 2991.796875
	Iteration 14Q: 3 clusters Score -462154.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -462410.656250 Penalty: 2991.796875
	Iteration 15Q: 3 clusters Score -462410.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -462616.468750 Penalty: 2991.796875
	Iteration 16Q: 3 clusters Score -462616.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -462736.343750 Penalty: 2991.796875
	Iteration 17Q: 3 clusters Score -462736.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -462830.718750 Penalty: 2991.796875
	Iteration 18Q: 3 clusters Score -462830.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -462882.937500 Penalty: 2991.796875
	Iteration 19Q: 3 clusters Score -462882.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -462915.937500 Penalty: 2991.796875
	Iteration 20F: 3 clusters Score -462915.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -462937.656250 Penalty: 2991.796875
	Iteration 21Q: 3 clusters Score -462937.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -462949.625000 Penalty: 2991.796875
	Iteration 22Q: 3 clusters Score -462949.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -462954.312500 Penalty: 2991.796875
	Iteration 23Q: 3 clusters Score -462954.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -462959.218750 Penalty: 2991.796875
	Iteration 24Q: 3 clusters Score -462959.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -462964.656250 Penalty: 2991.796875
	Iteration 25Q: 3 clusters Score -462964.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -462967.843750 Penalty: 2991.796875
	Iteration 26Q: 3 clusters Score -462967.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -462970.500000 Penalty: 2991.796875
	Iteration 27Q: 3 clusters Score -462970.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -462971.531250 Penalty: 2991.796875
	Iteration 28Q: 3 clusters Score -462971.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -462972.562500 Penalty: 2991.796875
	Iteration 29Q: 3 clusters Score -462972.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -462974.000000 Penalty: 2991.796875
	Iteration 30Q: 3 clusters Score -462974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -462974.000000 Penalty: 2991.796875
	Iteration 31F: 3 clusters Score -462974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Entering Unmasked Estep 
Score: -107686.664062 Penalty: 1294.683105
	Iteration 0F: 2 clusters Score -107686.7 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 1428 members 
Entering Unmasked Estep 
Score: -105065.679688 Penalty: 2589.366211
	Iteration 0F: 3 clusters Score -105065.7 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -105802.375000 Penalty: 2589.366211
	Iteration 1F: 3 clusters Score -105802.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -106037.593750 Penalty: 2589.366211
	Iteration 2F: 3 clusters Score -106037.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -106218.179688 Penalty: 2589.366211
	Iteration 3F: 3 clusters Score -106218.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -106381.640625 Penalty: 2589.366211
	Iteration 4F: 3 clusters Score -106381.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -106497.765625 Penalty: 2589.366211
	Iteration 5Q: 3 clusters Score -106497.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -106588.554688 Penalty: 2589.366211
	Iteration 6Q: 3 clusters Score -106588.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -106650.343750 Penalty: 2589.366211
	Iteration 7Q: 3 clusters Score -106650.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -106705.171875 Penalty: 2589.366211
	Iteration 8Q: 3 clusters Score -106705.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -106766.468750 Penalty: 2589.366211
	Iteration 9Q: 3 clusters Score -106766.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -106819.273438 Penalty: 2589.366211
	Iteration 10Q: 3 clusters Score -106819.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -106873.445312 Penalty: 2589.366211
	Iteration 11Q: 3 clusters Score -106873.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -106928.531250 Penalty: 2589.366211
	Iteration 12Q: 3 clusters Score -106928.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -106966.929688 Penalty: 2589.366211
	Iteration 13Q: 3 clusters Score -106966.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -106991.250000 Penalty: 2589.366211
	Iteration 14Q: 3 clusters Score -106991.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -107006.046875 Penalty: 2589.366211
	Iteration 15Q: 3 clusters Score -107006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -107025.296875 Penalty: 2589.366211
	Iteration 16Q: 3 clusters Score -107025.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -107035.179688 Penalty: 2589.366211
	Iteration 17Q: 3 clusters Score -107035.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -107040.289062 Penalty: 2589.366211
	Iteration 18Q: 3 clusters Score -107040.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -107045.007812 Penalty: 2589.366211
	Iteration 19Q: 3 clusters Score -107045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -107048.765625 Penalty: 2589.366211
	Iteration 20F: 3 clusters Score -107048.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -107052.164062 Penalty: 2589.366211
	Iteration 21Q: 3 clusters Score -107052.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -107054.773438 Penalty: 2589.366211
	Iteration 22Q: 3 clusters Score -107054.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -107057.054688 Penalty: 2589.366211
	Iteration 23Q: 3 clusters Score -107057.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -107058.023438 Penalty: 2589.366211
	Iteration 24Q: 3 clusters Score -107058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -107059.609375 Penalty: 2589.366211
	Iteration 25Q: 3 clusters Score -107059.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -107061.718750 Penalty: 2589.366211
	Iteration 26Q: 3 clusters Score -107061.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -107063.781250 Penalty: 2589.366211
	Iteration 27Q: 3 clusters Score -107063.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -107065.617188 Penalty: 2589.366211
	Iteration 28Q: 3 clusters Score -107065.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -107068.156250 Penalty: 2589.366211
	Iteration 29Q: 3 clusters Score -107068.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -107069.421875 Penalty: 2589.366211
	Iteration 30Q: 3 clusters Score -107069.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -107071.421875 Penalty: 2589.366211
	Iteration 31Q: 3 clusters Score -107071.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -107074.039062 Penalty: 2589.366211
	Iteration 32Q: 3 clusters Score -107074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -107076.226562 Penalty: 2589.366211
	Iteration 33Q: 3 clusters Score -107076.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -107082.953125 Penalty: 2589.366211
	Iteration 34Q: 3 clusters Score -107083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -107089.335938 Penalty: 2589.366211
	Iteration 35Q: 3 clusters Score -107089.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -107093.679688 Penalty: 2589.366211
	Iteration 36Q: 3 clusters Score -107093.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -107095.570312 Penalty: 2589.366211
	Iteration 37Q: 3 clusters Score -107095.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -107096.671875 Penalty: 2589.366211
	Iteration 38Q: 3 clusters Score -107096.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -107096.687500 Penalty: 2589.366211
	Iteration 39Q: 3 clusters Score -107096.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -107097.070312 Penalty: 2589.366211
	Iteration 40F: 3 clusters Score -107097.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Entering Unmasked Estep 
Score: -391817.375000 Penalty: 1462.096802
	Iteration 0F: 2 clusters Score -391817.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -385873.250000 Penalty: 2924.193604
	Iteration 0F: 3 clusters Score -385873.2 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -388026.843750 Penalty: 2924.193604
	Iteration 1F: 3 clusters Score -388026.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -388455.375000 Penalty: 2924.193604
	Iteration 2F: 3 clusters Score -388455.4 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -388899.843750 Penalty: 2924.193604
	Iteration 3F: 3 clusters Score -388899.8 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -389344.750000 Penalty: 2924.193604
	Iteration 4F: 3 clusters Score -389344.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -389810.218750 Penalty: 2924.193604
	Iteration 5F: 3 clusters Score -389810.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -390205.062500 Penalty: 2924.193604
	Iteration 6F: 3 clusters Score -390205.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -390483.375000 Penalty: 2924.193604
	Iteration 7Q: 3 clusters Score -390483.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -390643.187500 Penalty: 2924.193604
	Iteration 8Q: 3 clusters Score -390643.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -390755.562500 Penalty: 2924.193604
	Iteration 9Q: 3 clusters Score -390755.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -390876.156250 Penalty: 2924.193604
	Iteration 10Q: 3 clusters Score -390876.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -391077.093750 Penalty: 2924.193604
	Iteration 11Q: 3 clusters Score -391077.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -391257.218750 Penalty: 2924.193604
	Iteration 12Q: 3 clusters Score -391257.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -391369.125000 Penalty: 2924.193604
	Iteration 13Q: 3 clusters Score -391369.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -391430.843750 Penalty: 2924.193604
	Iteration 14Q: 3 clusters Score -391430.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -391463.531250 Penalty: 2924.193604
	Iteration 15Q: 3 clusters Score -391463.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -391486.187500 Penalty: 2924.193604
	Iteration 16Q: 3 clusters Score -391486.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -391497.062500 Penalty: 2924.193604
	Iteration 17Q: 3 clusters Score -391497.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -391504.812500 Penalty: 2924.193604
	Iteration 18Q: 3 clusters Score -391504.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -391516.312500 Penalty: 2924.193604
	Iteration 19Q: 3 clusters Score -391516.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -391524.625000 Penalty: 2924.193604
	Iteration 20F: 3 clusters Score -391524.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -391532.093750 Penalty: 2924.193604
	Iteration 21Q: 3 clusters Score -391532.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -391536.812500 Penalty: 2924.193604
	Iteration 22Q: 3 clusters Score -391536.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -391539.656250 Penalty: 2924.193604
	Iteration 23Q: 3 clusters Score -391539.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -391540.250000 Penalty: 2924.193604
	Iteration 24Q: 3 clusters Score -391540.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -391541.531250 Penalty: 2924.193604
	Iteration 25Q: 3 clusters Score -391541.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -391541.187500 Penalty: 2924.193604
	Iteration 26Q: 3 clusters Score -391541.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -391541.375000 Penalty: 2924.193604
	Iteration 27Q: 3 clusters Score -391541.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -391542.375000 Penalty: 2924.193604
	Iteration 28Q: 3 clusters Score -391542.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -391541.625000 Penalty: 2924.193604
	Iteration 29Q: 3 clusters Score -391541.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -391541.625000 Penalty: 2924.193604
	Iteration 30F: 3 clusters Score -391541.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Entering Unmasked Estep 
Score: -94868.054688 Penalty: 1234.413696
	Iteration 0F: 2 clusters Score -94868.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -92773.156250 Penalty: 2468.827393
	Iteration 0F: 3 clusters Score -92773.16 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -93216.109375 Penalty: 2468.827393
	Iteration 1F: 3 clusters Score -93216.11 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -93325.250000 Penalty: 2468.827393
	Iteration 2F: 3 clusters Score -93325.25 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -93387.242188 Penalty: 2468.827393
	Iteration 3Q: 3 clusters Score -93387.24 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -93449.242188 Penalty: 2468.827393
	Iteration 4Q: 3 clusters Score -93449.24 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -93515.757812 Penalty: 2468.827393
	Iteration 5Q: 3 clusters Score -93515.76 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -93601.500000 Penalty: 2468.827393
	Iteration 6Q: 3 clusters Score -93601.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -93701.265625 Penalty: 2468.827393
	Iteration 7Q: 3 clusters Score -93701.27 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -93789.460938 Penalty: 2468.827393
	Iteration 8Q: 3 clusters Score -93789.46 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -93849.750000 Penalty: 2468.827393
	Iteration 9Q: 3 clusters Score -93849.75 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -93903.367188 Penalty: 2468.827393
	Iteration 10Q: 3 clusters Score -93903.37 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -93938.953125 Penalty: 2468.827393
	Iteration 11Q: 3 clusters Score -93938.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -93969.132812 Penalty: 2468.827393
	Iteration 12Q: 3 clusters Score -93969.13 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -93991.570312 Penalty: 2468.827393
	Iteration 13Q: 3 clusters Score -93991.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -94005.148438 Penalty: 2468.827393
	Iteration 14Q: 3 clusters Score -94005.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -94018.859375 Penalty: 2468.827393
	Iteration 15Q: 3 clusters Score -94018.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -94035.007812 Penalty: 2468.827393
	Iteration 16Q: 3 clusters Score -94035.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -94050.101562 Penalty: 2468.827393
	Iteration 17Q: 3 clusters Score -94050.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -94068.343750 Penalty: 2468.827393
	Iteration 18Q: 3 clusters Score -94068.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -94088.429688 Penalty: 2468.827393
	Iteration 19Q: 3 clusters Score -94088.43 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -94114.593750 Penalty: 2468.827393
	Iteration 20F: 3 clusters Score -94114.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -94134.734375 Penalty: 2468.827393
	Iteration 21Q: 3 clusters Score -94134.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -94153.265625 Penalty: 2468.827393
	Iteration 22Q: 3 clusters Score -94153.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -94177.625000 Penalty: 2468.827393
	Iteration 23Q: 3 clusters Score -94177.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -94214.250000 Penalty: 2468.827393
	Iteration 24Q: 3 clusters Score -94214.25 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -94268.226562 Penalty: 2468.827393
	Iteration 25Q: 3 clusters Score -94268.23 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -94343.484375 Penalty: 2468.827393
	Iteration 26Q: 3 clusters Score -94343.48 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -94431.609375 Penalty: 2468.827393
	Iteration 27Q: 3 clusters Score -94431.61 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -94508.406250 Penalty: 2468.827393
	Iteration 28Q: 3 clusters Score -94508.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -94568.429688 Penalty: 2468.827393
	Iteration 29Q: 3 clusters Score -94568.43 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -94611.796875 Penalty: 2468.827393
	Iteration 30Q: 3 clusters Score -94611.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -94630.835938 Penalty: 2468.827393
	Iteration 31Q: 3 clusters Score -94630.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -94635.234375 Penalty: 2468.827393
	Iteration 32Q: 3 clusters Score -94635.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -94638.281250 Penalty: 2468.827393
	Iteration 33Q: 3 clusters Score -94638.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -94640.101562 Penalty: 2468.827393
	Iteration 34Q: 3 clusters Score -94640.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -94640.414062 Penalty: 2468.827393
	Iteration 35Q: 3 clusters Score -94640.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -94640.414062 Penalty: 2468.827393
	Iteration 36F: 3 clusters Score -94640.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (41814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Entering Unmasked Estep 
Score: -2300962.000000 Penalty: 1729.160278
	Iteration 0F: 2 clusters Score -2300962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -2273023.000000 Penalty: 3458.320557
	Iteration 0F: 3 clusters Score -2273023 nChanged 19455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -2284322.500000 Penalty: 3458.320557
	Iteration 1F: 3 clusters Score -2284322 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -2285397.000000 Penalty: 3458.320557
	Iteration 2F: 3 clusters Score -2285397 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -2286991.000000 Penalty: 3458.320557
	Iteration 3F: 3 clusters Score -2286991 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -2289237.000000 Penalty: 3458.320557
	Iteration 4F: 3 clusters Score -2289237 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -2291828.750000 Penalty: 3458.320557
	Iteration 5F: 3 clusters Score -2291829 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -2294242.000000 Penalty: 3458.320557
	Iteration 6F: 3 clusters Score -2294242 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -2296116.750000 Penalty: 3458.320557
	Iteration 7F: 3 clusters Score -2296117 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -2297454.500000 Penalty: 3458.320557
	Iteration 8Q: 3 clusters Score -2297454 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -2298328.500000 Penalty: 3458.320557
	Iteration 9Q: 3 clusters Score -2298328 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -2298845.750000 Penalty: 3458.320557
	Iteration 10Q: 3 clusters Score -2298846 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -2299118.750000 Penalty: 3458.320557
	Iteration 11Q: 3 clusters Score -2299119 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -2299270.000000 Penalty: 3458.320557
	Iteration 12Q: 3 clusters Score -2299270 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -2299362.250000 Penalty: 3458.320557
	Iteration 13Q: 3 clusters Score -2299362 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -2299400.750000 Penalty: 3458.320557
	Iteration 14Q: 3 clusters Score -2299401 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -2299439.500000 Penalty: 3458.320557
	Iteration 15Q: 3 clusters Score -2299440 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -2299463.250000 Penalty: 3458.320557
	Iteration 16Q: 3 clusters Score -2299463 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -2299488.250000 Penalty: 3458.320557
	Iteration 17Q: 3 clusters Score -2299488 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -2299508.000000 Penalty: 3458.320557
	Iteration 18Q: 3 clusters Score -2299508 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -2299523.250000 Penalty: 3458.320557
	Iteration 19Q: 3 clusters Score -2299523 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -2299528.250000 Penalty: 3458.320557
	Iteration 20F: 3 clusters Score -2299528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -2299538.750000 Penalty: 3458.320557
	Iteration 21Q: 3 clusters Score -2299539 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -2299550.000000 Penalty: 3458.320557
	Iteration 22Q: 3 clusters Score -2299550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -2299569.750000 Penalty: 3458.320557
	Iteration 23Q: 3 clusters Score -2299570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -2299577.250000 Penalty: 3458.320557
	Iteration 24Q: 3 clusters Score -2299577 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -2299596.500000 Penalty: 3458.320557
	Iteration 25Q: 3 clusters Score -2299596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -2299603.250000 Penalty: 3458.320557
	Iteration 26Q: 3 clusters Score -2299603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -2299604.250000 Penalty: 3458.320557
	Iteration 27Q: 3 clusters Score -2299604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -2299613.750000 Penalty: 3458.320557
	Iteration 28Q: 3 clusters Score -2299614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -2299619.250000 Penalty: 3458.320557
	Iteration 29Q: 3 clusters Score -2299619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -2299618.500000 Penalty: 3458.320557
	Iteration 30Q: 3 clusters Score -2299618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -2299626.750000 Penalty: 3458.320557
	Iteration 31Q: 3 clusters Score -2299627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -2299627.000000 Penalty: 3458.320557
	Iteration 32Q: 3 clusters Score -2299627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -2299635.750000 Penalty: 3458.320557
	Iteration 33Q: 3 clusters Score -2299636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -2299644.500000 Penalty: 3458.320557
	Iteration 34Q: 3 clusters Score -2299644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -2299642.750000 Penalty: 3458.320557
	Iteration 35Q: 3 clusters Score -2299643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -2299650.000000 Penalty: 3458.320557
	Iteration 36Q: 3 clusters Score -2299650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -2299652.250000 Penalty: 3458.320557
	Iteration 37Q: 3 clusters Score -2299652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -2299649.500000 Penalty: 3458.320557
	Iteration 38Q: 3 clusters Score -2299650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -2299649.750000 Penalty: 3458.320557
	Iteration 39Q: 3 clusters Score -2299650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -2299649.000000 Penalty: 3458.320557
	Iteration 40F: 3 clusters Score -2299649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -2299651.500000 Penalty: 3458.320557
	Iteration 41Q: 3 clusters Score -2299652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -2299651.500000 Penalty: 3458.320557
	Iteration 42F: 3 clusters Score -2299652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Entering Unmasked Estep 
Score: -43061.218750 Penalty: 1119.889160
	Iteration 0F: 2 clusters Score -43061.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -41640.265625 Penalty: 2239.778320
	Iteration 0F: 3 clusters Score -41640.27 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -41962.035156 Penalty: 2239.778320
	Iteration 1F: 3 clusters Score -41962.04 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -42098.449219 Penalty: 2239.778320
	Iteration 2F: 3 clusters Score -42098.45 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -42189.902344 Penalty: 2239.778320
	Iteration 3F: 3 clusters Score -42189.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -42266.285156 Penalty: 2239.778320
	Iteration 4Q: 3 clusters Score -42266.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -42358.042969 Penalty: 2239.778320
	Iteration 5Q: 3 clusters Score -42358.04 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -42446.792969 Penalty: 2239.778320
	Iteration 6Q: 3 clusters Score -42446.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -42513.558594 Penalty: 2239.778320
	Iteration 7Q: 3 clusters Score -42513.56 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -42618.921875 Penalty: 2239.778320
	Iteration 8Q: 3 clusters Score -42618.92 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -42807.062500 Penalty: 2239.778320
	Iteration 9Q: 3 clusters Score -42807.06 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -42909.109375 Penalty: 2239.778320
	Iteration 10Q: 3 clusters Score -42909.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -42949.871094 Penalty: 2239.778320
	Iteration 11Q: 3 clusters Score -42949.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -42973.128906 Penalty: 2239.778320
	Iteration 12Q: 3 clusters Score -42973.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -42987.906250 Penalty: 2239.778320
	Iteration 13Q: 3 clusters Score -42987.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -42996.000000 Penalty: 2239.778320
	Iteration 14Q: 3 clusters Score -42996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -42998.289062 Penalty: 2239.778320
	Iteration 15Q: 3 clusters Score -42998.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -42998.289062 Penalty: 2239.778320
	Iteration 16F: 3 clusters Score -42998.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 209555 members 
Mstep: Class 2 contains 8140 members 
Mstep: Class 3 contains 83253 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91902 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14837 members 
Mstep: Class 9 contains 59074 members 
Mstep: Class 10 contains 14465 members 
Mstep: Class 11 contains 34009 members 
Mstep: Class 12 contains 8583 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 977 members 
Mstep: Class 15 contains 4405 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 40726 members 
Mstep: Class 18 contains 14917 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 8083 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 41814 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933472.000000 Penalty: 56928.328125
Iteration 319Q: 27 clusters Score -3.593347e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 209446 members 
Mstep: Class 2 contains 8140 members 
Mstep: Class 3 contains 83249 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91913 members 
Mstep: Class 6 contains 8314 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14836 members 
Mstep: Class 9 contains 59074 members 
Mstep: Class 10 contains 14467 members 
Mstep: Class 11 contains 34010 members 
Mstep: Class 12 contains 8584 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 4405 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 40796 members 
Mstep: Class 18 contains 14925 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 8083 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 41833 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933512.000000 Penalty: 56928.328125
Iteration 320F: 27 clusters Score -3.593351e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 209332 members 
Mstep: Class 2 contains 8140 members 
Mstep: Class 3 contains 83241 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91922 members 
Mstep: Class 6 contains 8314 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14835 members 
Mstep: Class 9 contains 59074 members 
Mstep: Class 10 contains 14467 members 
Mstep: Class 11 contains 34005 members 
Mstep: Class 12 contains 8585 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 40880 members 
Mstep: Class 18 contains 14936 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 41855 members 
Mstep: Class 26 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933432.000000 Penalty: 56928.328125
Iteration 321Q: 27 clusters Score -3.593343e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 209221 members 
Mstep: Class 2 contains 8139 members 
Mstep: Class 3 contains 83237 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91919 members 
Mstep: Class 6 contains 8316 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14836 members 
Mstep: Class 9 contains 59074 members 
Mstep: Class 10 contains 14467 members 
Mstep: Class 11 contains 34006 members 
Mstep: Class 12 contains 8584 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4405 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 40958 members 
Mstep: Class 18 contains 14944 members 
Mstep: Class 19 contains 2916 members 
Mstep: Class 20 contains 1255 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2885 members 
Mstep: Class 23 contains 8083 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 41886 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933392.000000 Penalty: 56928.328125
Iteration 322Q: 27 clusters Score -3.593339e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 209113 members 
Mstep: Class 2 contains 8139 members 
Mstep: Class 3 contains 83229 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91925 members 
Mstep: Class 6 contains 8320 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14836 members 
Mstep: Class 9 contains 59074 members 
Mstep: Class 10 contains 14467 members 
Mstep: Class 11 contains 34005 members 
Mstep: Class 12 contains 8585 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 41029 members 
Mstep: Class 18 contains 14948 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1254 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2886 members 
Mstep: Class 23 contains 8085 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 41916 members 
Mstep: Class 26 contains 981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933364.000000 Penalty: 56928.328125
Iteration 323Q: 27 clusters Score -3.593336e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 209009 members 
Mstep: Class 2 contains 8138 members 
Mstep: Class 3 contains 83208 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91932 members 
Mstep: Class 6 contains 8321 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14835 members 
Mstep: Class 9 contains 59074 members 
Mstep: Class 10 contains 14469 members 
Mstep: Class 11 contains 34006 members 
Mstep: Class 12 contains 8585 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 41110 members 
Mstep: Class 18 contains 14963 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 1253 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2886 members 
Mstep: Class 23 contains 8087 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 41937 members 
Mstep: Class 26 contains 982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933416.000000 Penalty: 56928.328125
Iteration 324Q: 27 clusters Score -3.593342e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 208912 members 
Mstep: Class 2 contains 8136 members 
Mstep: Class 3 contains 83196 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91932 members 
Mstep: Class 6 contains 8320 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14836 members 
Mstep: Class 9 contains 59075 members 
Mstep: Class 10 contains 14469 members 
Mstep: Class 11 contains 34004 members 
Mstep: Class 12 contains 8584 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 41176 members 
Mstep: Class 18 contains 14973 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 1252 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2886 members 
Mstep: Class 23 contains 8087 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 41974 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933404.000000 Penalty: 56928.328125
Iteration 325Q: 27 clusters Score -3.59334e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 208798 members 
Mstep: Class 2 contains 8137 members 
Mstep: Class 3 contains 83189 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91925 members 
Mstep: Class 6 contains 8321 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14836 members 
Mstep: Class 9 contains 59075 members 
Mstep: Class 10 contains 14470 members 
Mstep: Class 11 contains 34007 members 
Mstep: Class 12 contains 8584 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 41268 members 
Mstep: Class 18 contains 14978 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 1251 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2886 members 
Mstep: Class 23 contains 8087 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 42000 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933384.000000 Penalty: 56928.328125
Iteration 326Q: 27 clusters Score -3.593338e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 208692 members 
Mstep: Class 2 contains 8136 members 
Mstep: Class 3 contains 83184 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91923 members 
Mstep: Class 6 contains 8321 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14837 members 
Mstep: Class 9 contains 59075 members 
Mstep: Class 10 contains 14470 members 
Mstep: Class 11 contains 34009 members 
Mstep: Class 12 contains 8583 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 41341 members 
Mstep: Class 18 contains 14993 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2888 members 
Mstep: Class 23 contains 8087 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 42024 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933360.000000 Penalty: 56928.328125
Iteration 327Q: 27 clusters Score -3.593336e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 208601 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83181 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91930 members 
Mstep: Class 6 contains 8323 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14837 members 
Mstep: Class 9 contains 59075 members 
Mstep: Class 10 contains 14469 members 
Mstep: Class 11 contains 34009 members 
Mstep: Class 12 contains 8583 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 41406 members 
Mstep: Class 18 contains 14996 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2889 members 
Mstep: Class 23 contains 8088 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 42043 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933376.000000 Penalty: 56928.328125
Iteration 328Q: 27 clusters Score -3.593338e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 208508 members 
Mstep: Class 2 contains 8134 members 
Mstep: Class 3 contains 83179 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91932 members 
Mstep: Class 6 contains 8323 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14839 members 
Mstep: Class 9 contains 59075 members 
Mstep: Class 10 contains 14469 members 
Mstep: Class 11 contains 34011 members 
Mstep: Class 12 contains 8583 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 41474 members 
Mstep: Class 18 contains 14998 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2889 members 
Mstep: Class 23 contains 8088 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 42061 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933412.000000 Penalty: 56928.328125
Iteration 329Q: 27 clusters Score -3.593341e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 208412 members 
Mstep: Class 2 contains 8134 members 
Mstep: Class 3 contains 83183 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91932 members 
Mstep: Class 6 contains 8323 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14839 members 
Mstep: Class 9 contains 59075 members 
Mstep: Class 10 contains 14469 members 
Mstep: Class 11 contains 34008 members 
Mstep: Class 12 contains 8582 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 41541 members 
Mstep: Class 18 contains 15000 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2890 members 
Mstep: Class 23 contains 8088 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 42086 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933420.000000 Penalty: 56928.328125
Iteration 330Q: 27 clusters Score -3.593342e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 208308 members 
Mstep: Class 2 contains 8134 members 
Mstep: Class 3 contains 83185 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91928 members 
Mstep: Class 6 contains 8324 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14839 members 
Mstep: Class 9 contains 59075 members 
Mstep: Class 10 contains 14469 members 
Mstep: Class 11 contains 34010 members 
Mstep: Class 12 contains 8582 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 41611 members 
Mstep: Class 18 contains 15008 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9952 members 
Mstep: Class 22 contains 2891 members 
Mstep: Class 23 contains 8088 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 42110 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933388.000000 Penalty: 56928.328125
Iteration 331Q: 27 clusters Score -3.593339e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 208206 members 
Mstep: Class 2 contains 8134 members 
Mstep: Class 3 contains 83181 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91927 members 
Mstep: Class 6 contains 8324 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14840 members 
Mstep: Class 9 contains 59075 members 
Mstep: Class 10 contains 14469 members 
Mstep: Class 11 contains 34015 members 
Mstep: Class 12 contains 8582 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 41685 members 
Mstep: Class 18 contains 15003 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9953 members 
Mstep: Class 22 contains 2892 members 
Mstep: Class 23 contains 8088 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 42139 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933420.000000 Penalty: 56928.328125
Iteration 332Q: 27 clusters Score -3.593342e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 208125 members 
Mstep: Class 2 contains 8134 members 
Mstep: Class 3 contains 83182 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91923 members 
Mstep: Class 6 contains 8325 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14839 members 
Mstep: Class 9 contains 59075 members 
Mstep: Class 10 contains 14470 members 
Mstep: Class 11 contains 34017 members 
Mstep: Class 12 contains 8583 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 41744 members 
Mstep: Class 18 contains 15004 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9953 members 
Mstep: Class 22 contains 2892 members 
Mstep: Class 23 contains 8088 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 42159 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933432.000000 Penalty: 56928.328125
Iteration 333Q: 27 clusters Score -3.593343e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 208046 members 
Mstep: Class 2 contains 8134 members 
Mstep: Class 3 contains 83173 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91924 members 
Mstep: Class 6 contains 8325 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14839 members 
Mstep: Class 9 contains 59075 members 
Mstep: Class 10 contains 14471 members 
Mstep: Class 11 contains 34020 members 
Mstep: Class 12 contains 8585 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 41802 members 
Mstep: Class 18 contains 15010 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9953 members 
Mstep: Class 22 contains 2892 members 
Mstep: Class 23 contains 8088 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 42176 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933464.000000 Penalty: 56928.328125
Iteration 334Q: 27 clusters Score -3.593346e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 207949 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83180 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91928 members 
Mstep: Class 6 contains 8326 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14839 members 
Mstep: Class 9 contains 59075 members 
Mstep: Class 10 contains 14471 members 
Mstep: Class 11 contains 34022 members 
Mstep: Class 12 contains 8584 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 41862 members 
Mstep: Class 18 contains 15020 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9953 members 
Mstep: Class 22 contains 2892 members 
Mstep: Class 23 contains 8088 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 42191 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933532.000000 Penalty: 56928.328125
Iteration 335Q: 27 clusters Score -3.593353e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 207863 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83182 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91932 members 
Mstep: Class 6 contains 8326 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14840 members 
Mstep: Class 9 contains 59075 members 
Mstep: Class 10 contains 14471 members 
Mstep: Class 11 contains 34027 members 
Mstep: Class 12 contains 8584 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 41906 members 
Mstep: Class 18 contains 15030 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9953 members 
Mstep: Class 22 contains 2892 members 
Mstep: Class 23 contains 8088 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 42211 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933536.000000 Penalty: 56928.328125
Iteration 336Q: 27 clusters Score -3.593354e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 207767 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83188 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91936 members 
Mstep: Class 6 contains 8326 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14840 members 
Mstep: Class 9 contains 59075 members 
Mstep: Class 10 contains 14471 members 
Mstep: Class 11 contains 34032 members 
Mstep: Class 12 contains 8585 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 41966 members 
Mstep: Class 18 contains 15036 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9954 members 
Mstep: Class 22 contains 2892 members 
Mstep: Class 23 contains 8089 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 42223 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933564.000000 Penalty: 56928.328125
Iteration 337Q: 27 clusters Score -3.593356e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 207682 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 83181 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91941 members 
Mstep: Class 6 contains 8326 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14840 members 
Mstep: Class 9 contains 59075 members 
Mstep: Class 10 contains 14471 members 
Mstep: Class 11 contains 34039 members 
Mstep: Class 12 contains 8584 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42024 members 
Mstep: Class 18 contains 15041 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9954 members 
Mstep: Class 22 contains 2892 members 
Mstep: Class 23 contains 8090 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 42241 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933544.000000 Penalty: 56928.328125
Iteration 338Q: 27 clusters Score -3.593354e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 207605 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83170 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91943 members 
Mstep: Class 6 contains 8325 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14839 members 
Mstep: Class 9 contains 59075 members 
Mstep: Class 10 contains 14472 members 
Mstep: Class 11 contains 34038 members 
Mstep: Class 12 contains 8584 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42084 members 
Mstep: Class 18 contains 15049 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9954 members 
Mstep: Class 22 contains 2892 members 
Mstep: Class 23 contains 8091 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 42259 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933600.000000 Penalty: 56928.328125
Iteration 339Q: 27 clusters Score -3.59336e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 207538 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83167 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91944 members 
Mstep: Class 6 contains 8326 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14840 members 
Mstep: Class 9 contains 59075 members 
Mstep: Class 10 contains 14474 members 
Mstep: Class 11 contains 34041 members 
Mstep: Class 12 contains 8581 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42134 members 
Mstep: Class 18 contains 15053 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9954 members 
Mstep: Class 22 contains 2894 members 
Mstep: Class 23 contains 8091 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 42268 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933580.000000 Penalty: 56928.328125
Iteration 340F: 27 clusters Score -3.593358e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 207486 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83157 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91944 members 
Mstep: Class 6 contains 8327 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14839 members 
Mstep: Class 9 contains 59075 members 
Mstep: Class 10 contains 14474 members 
Mstep: Class 11 contains 34041 members 
Mstep: Class 12 contains 8580 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42181 members 
Mstep: Class 18 contains 15065 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2895 members 
Mstep: Class 23 contains 8091 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 42270 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933628.000000 Penalty: 56928.328125
Iteration 341Q: 27 clusters Score -3.593363e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 207423 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83152 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91952 members 
Mstep: Class 6 contains 8327 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14839 members 
Mstep: Class 9 contains 59076 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34043 members 
Mstep: Class 12 contains 8580 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4408 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42221 members 
Mstep: Class 18 contains 15067 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8091 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 42280 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933632.000000 Penalty: 56928.328125
Iteration 342Q: 27 clusters Score -3.593363e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 207365 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83143 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91953 members 
Mstep: Class 6 contains 8328 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14839 members 
Mstep: Class 9 contains 59076 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34040 members 
Mstep: Class 12 contains 8580 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4408 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42263 members 
Mstep: Class 18 contains 15073 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8091 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 42300 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933640.000000 Penalty: 56928.328125
Iteration 343Q: 27 clusters Score -3.593364e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 207318 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83136 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91952 members 
Mstep: Class 6 contains 8331 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14840 members 
Mstep: Class 9 contains 59076 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34037 members 
Mstep: Class 12 contains 8580 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4409 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42301 members 
Mstep: Class 18 contains 15080 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8092 members 
Mstep: Class 24 contains 1991 members 
Mstep: Class 25 contains 42307 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933580.000000 Penalty: 56928.328125
Iteration 344Q: 27 clusters Score -3.593358e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 207277 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 83127 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91955 members 
Mstep: Class 6 contains 8331 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14840 members 
Mstep: Class 9 contains 59076 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34037 members 
Mstep: Class 12 contains 8580 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4408 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42331 members 
Mstep: Class 18 contains 15084 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8093 members 
Mstep: Class 24 contains 1992 members 
Mstep: Class 25 contains 42320 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933592.000000 Penalty: 56928.328125
Iteration 345Q: 27 clusters Score -3.593359e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 207227 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 83125 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91960 members 
Mstep: Class 6 contains 8332 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14840 members 
Mstep: Class 9 contains 59076 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34034 members 
Mstep: Class 12 contains 8580 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42355 members 
Mstep: Class 18 contains 15089 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8098 members 
Mstep: Class 24 contains 1993 members 
Mstep: Class 25 contains 42335 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933572.000000 Penalty: 56928.328125
Iteration 346Q: 27 clusters Score -3.593357e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 207186 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 83119 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91963 members 
Mstep: Class 6 contains 8335 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14839 members 
Mstep: Class 9 contains 59076 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34032 members 
Mstep: Class 12 contains 8579 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42385 members 
Mstep: Class 18 contains 15093 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8101 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42342 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933596.000000 Penalty: 56928.328125
Iteration 347Q: 27 clusters Score -3.59336e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 207153 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 83110 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91965 members 
Mstep: Class 6 contains 8337 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14839 members 
Mstep: Class 9 contains 59077 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34027 members 
Mstep: Class 12 contains 8579 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42411 members 
Mstep: Class 18 contains 15100 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8105 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42347 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933588.000000 Penalty: 56928.328125
Iteration 348Q: 27 clusters Score -3.593359e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 207128 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 83104 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91965 members 
Mstep: Class 6 contains 8337 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14839 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34024 members 
Mstep: Class 12 contains 8579 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42435 members 
Mstep: Class 18 contains 15100 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8107 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42353 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933568.000000 Penalty: 56928.328125
Iteration 349Q: 27 clusters Score -3.593357e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 207103 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 83102 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91964 members 
Mstep: Class 6 contains 8340 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14839 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34020 members 
Mstep: Class 12 contains 8579 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42463 members 
Mstep: Class 18 contains 15095 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8110 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42356 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933600.000000 Penalty: 56928.328125
Iteration 350Q: 27 clusters Score -3.59336e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 207072 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 83103 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91962 members 
Mstep: Class 6 contains 8340 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14839 members 
Mstep: Class 9 contains 59079 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34019 members 
Mstep: Class 12 contains 8579 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42484 members 
Mstep: Class 18 contains 15094 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42365 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933608.000000 Penalty: 56928.328125
Iteration 351Q: 27 clusters Score -3.593361e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 207054 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 83102 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91961 members 
Mstep: Class 6 contains 8340 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14839 members 
Mstep: Class 9 contains 59079 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34019 members 
Mstep: Class 12 contains 8578 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42494 members 
Mstep: Class 18 contains 15096 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42374 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933608.000000 Penalty: 56928.328125
Iteration 352Q: 27 clusters Score -3.593361e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 207046 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 83100 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91959 members 
Mstep: Class 6 contains 8340 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14839 members 
Mstep: Class 9 contains 59079 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34020 members 
Mstep: Class 12 contains 8577 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42503 members 
Mstep: Class 18 contains 15097 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42376 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933580.000000 Penalty: 56928.328125
Iteration 353Q: 27 clusters Score -3.593358e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 207038 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 83098 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91958 members 
Mstep: Class 6 contains 8340 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14839 members 
Mstep: Class 9 contains 59079 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34019 members 
Mstep: Class 12 contains 8578 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42510 members 
Mstep: Class 18 contains 15098 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42379 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933588.000000 Penalty: 56928.328125
Iteration 354Q: 27 clusters Score -3.593359e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 207027 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 83098 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91955 members 
Mstep: Class 6 contains 8340 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14839 members 
Mstep: Class 9 contains 59079 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34019 members 
Mstep: Class 12 contains 8578 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42519 members 
Mstep: Class 18 contains 15099 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42382 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933568.000000 Penalty: 56928.328125
Iteration 355Q: 27 clusters Score -3.593357e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 207017 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 83100 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91954 members 
Mstep: Class 6 contains 8340 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14839 members 
Mstep: Class 9 contains 59079 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34019 members 
Mstep: Class 12 contains 8578 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42526 members 
Mstep: Class 18 contains 15099 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42384 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933560.000000 Penalty: 56928.328125
Iteration 356Q: 27 clusters Score -3.593356e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 207009 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 83102 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91953 members 
Mstep: Class 6 contains 8340 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14841 members 
Mstep: Class 9 contains 59079 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34016 members 
Mstep: Class 12 contains 8578 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42529 members 
Mstep: Class 18 contains 15102 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42386 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933548.000000 Penalty: 56928.328125
Iteration 357Q: 27 clusters Score -3.593355e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206999 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 83102 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91953 members 
Mstep: Class 6 contains 8340 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14841 members 
Mstep: Class 9 contains 59079 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34015 members 
Mstep: Class 12 contains 8578 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42536 members 
Mstep: Class 18 contains 15103 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42389 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933568.000000 Penalty: 56928.328125
Iteration 358Q: 27 clusters Score -3.593357e+07 nChanged 14
Entering ConstructFrom: 
Score: -35933568.000000 Penalty: 56928.328125
Entering ConstructFrom: 
Trying to split cluster 1 (206991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206991 members 
Entering Unmasked Estep 
Score: -11179448.000000 Penalty: 1989.070068
	Iteration 0F: 2 clusters Score -1.117945e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103348 members 
Mstep: Class 2 contains 103643 members 
Entering Unmasked Estep 
Score: -11040007.000000 Penalty: 3978.140137
	Iteration 0F: 3 clusters Score -1.104001e+07 nChanged 100420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98340 members 
Mstep: Class 2 contains 108651 members 
Entering Unmasked Estep 
Score: -11100079.000000 Penalty: 3978.140137
	Iteration 1F: 3 clusters Score -1.110008e+07 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95096 members 
Mstep: Class 2 contains 111895 members 
Entering Unmasked Estep 
Score: -11101770.000000 Penalty: 3978.140137
	Iteration 2Q: 3 clusters Score -1.110177e+07 nChanged 8121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90171 members 
Mstep: Class 2 contains 116820 members 
Entering Unmasked Estep 
Score: -11104706.000000 Penalty: 3978.140137
	Iteration 3Q: 3 clusters Score -1.110471e+07 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82879 members 
Mstep: Class 2 contains 124112 members 
Entering Unmasked Estep 
Score: -11109782.000000 Penalty: 3978.140137
	Iteration 4Q: 3 clusters Score -1.110978e+07 nChanged 12564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72911 members 
Mstep: Class 2 contains 134080 members 
Entering Unmasked Estep 
Score: -11118363.000000 Penalty: 3978.140137
	Iteration 5F: 3 clusters Score -1.111836e+07 nChanged 14440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61033 members 
Mstep: Class 2 contains 145958 members 
Entering Unmasked Estep 
Score: -11130699.000000 Penalty: 3978.140137
	Iteration 6F: 3 clusters Score -1.11307e+07 nChanged 14117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 157289 members 
Entering Unmasked Estep 
Score: -11143812.000000 Penalty: 3978.140137
	Iteration 7F: 3 clusters Score -1.114381e+07 nChanged 11199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 165754 members 
Entering Unmasked Estep 
Score: -11153193.000000 Penalty: 3978.140137
	Iteration 8F: 3 clusters Score -1.115319e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 171969 members 
Entering Unmasked Estep 
Score: -11158400.000000 Penalty: 3978.140137
	Iteration 9Q: 3 clusters Score -1.11584e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 177090 members 
Entering Unmasked Estep 
Score: -11161778.000000 Penalty: 3978.140137
	Iteration 10Q: 3 clusters Score -1.116178e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 181669 members 
Entering Unmasked Estep 
Score: -11164646.000000 Penalty: 3978.140137
	Iteration 11Q: 3 clusters Score -1.116465e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 185717 members 
Entering Unmasked Estep 
Score: -11167128.000000 Penalty: 3978.140137
	Iteration 12Q: 3 clusters Score -1.116713e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 189194 members 
Entering Unmasked Estep 
Score: -11169389.000000 Penalty: 3978.140137
	Iteration 13Q: 3 clusters Score -1.116939e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 192016 members 
Entering Unmasked Estep 
Score: -11171280.000000 Penalty: 3978.140137
	Iteration 14Q: 3 clusters Score -1.117128e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 194365 members 
Entering Unmasked Estep 
Score: -11172848.000000 Penalty: 3978.140137
	Iteration 15Q: 3 clusters Score -1.117285e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 196270 members 
Entering Unmasked Estep 
Score: -11174162.000000 Penalty: 3978.140137
	Iteration 16Q: 3 clusters Score -1.117416e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 197684 members 
Entering Unmasked Estep 
Score: -11175138.000000 Penalty: 3978.140137
	Iteration 17Q: 3 clusters Score -1.117514e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 198737 members 
Entering Unmasked Estep 
Score: -11175939.000000 Penalty: 3978.140137
	Iteration 18Q: 3 clusters Score -1.117594e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 199560 members 
Entering Unmasked Estep 
Score: -11176537.000000 Penalty: 3978.140137
	Iteration 19Q: 3 clusters Score -1.117654e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 200212 members 
Entering Unmasked Estep 
Score: -11176980.000000 Penalty: 3978.140137
	Iteration 20F: 3 clusters Score -1.117698e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 200707 members 
Entering Unmasked Estep 
Score: -11177328.000000 Penalty: 3978.140137
	Iteration 21Q: 3 clusters Score -1.117733e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 201107 members 
Entering Unmasked Estep 
Score: -11177581.000000 Penalty: 3978.140137
	Iteration 22Q: 3 clusters Score -1.117758e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 201446 members 
Entering Unmasked Estep 
Score: -11177774.000000 Penalty: 3978.140137
	Iteration 23Q: 3 clusters Score -1.117777e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 201720 members 
Entering Unmasked Estep 
Score: -11177890.000000 Penalty: 3978.140137
	Iteration 24Q: 3 clusters Score -1.117789e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 201952 members 
Entering Unmasked Estep 
Score: -11177997.000000 Penalty: 3978.140137
	Iteration 25Q: 3 clusters Score -1.1178e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 202152 members 
Entering Unmasked Estep 
Score: -11178133.000000 Penalty: 3978.140137
	Iteration 26Q: 3 clusters Score -1.117813e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 202353 members 
Entering Unmasked Estep 
Score: -11178185.000000 Penalty: 3978.140137
	Iteration 27Q: 3 clusters Score -1.117818e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 202496 members 
Entering Unmasked Estep 
Score: -11178238.000000 Penalty: 3978.140137
	Iteration 28Q: 3 clusters Score -1.117824e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 202622 members 
Entering Unmasked Estep 
Score: -11178284.000000 Penalty: 3978.140137
	Iteration 29Q: 3 clusters Score -1.117828e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 202724 members 
Entering Unmasked Estep 
Score: -11178277.000000 Penalty: 3978.140137
	Iteration 30Q: 3 clusters Score -1.117828e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 202806 members 
Entering Unmasked Estep 
Score: -11178269.000000 Penalty: 3978.140137
	Iteration 31Q: 3 clusters Score -1.117827e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 202877 members 
Entering Unmasked Estep 
Score: -11178236.000000 Penalty: 3978.140137
	Iteration 32Q: 3 clusters Score -1.117824e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 202933 members 
Entering Unmasked Estep 
Score: -11178257.000000 Penalty: 3978.140137
	Iteration 33Q: 3 clusters Score -1.117826e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 202999 members 
Entering Unmasked Estep 
Score: -11178295.000000 Penalty: 3978.140137
	Iteration 34Q: 3 clusters Score -1.11783e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 203053 members 
Entering Unmasked Estep 
Score: -11178280.000000 Penalty: 3978.140137
	Iteration 35Q: 3 clusters Score -1.117828e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 203094 members 
Entering Unmasked Estep 
Score: -11178320.000000 Penalty: 3978.140137
	Iteration 36Q: 3 clusters Score -1.117832e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 203119 members 
Entering Unmasked Estep 
Score: -11178312.000000 Penalty: 3978.140137
	Iteration 37Q: 3 clusters Score -1.117831e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 203138 members 
Entering Unmasked Estep 
Score: -11178327.000000 Penalty: 3978.140137
	Iteration 38Q: 3 clusters Score -1.117833e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 203151 members 
Entering Unmasked Estep 
Score: -11178341.000000 Penalty: 3978.140137
	Iteration 39Q: 3 clusters Score -1.117834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 203164 members 
Entering Unmasked Estep 
Score: -11178343.000000 Penalty: 3978.140137
	Iteration 40F: 3 clusters Score -1.117834e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 203174 members 
Entering Unmasked Estep 
Score: -11178334.000000 Penalty: 3978.140137
	Iteration 41Q: 3 clusters Score -1.117833e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 203183 members 
Entering Unmasked Estep 
Score: -11178328.000000 Penalty: 3978.140137
	Iteration 42Q: 3 clusters Score -1.117833e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 203191 members 
Entering Unmasked Estep 
Score: -11178332.000000 Penalty: 3978.140137
	Iteration 43Q: 3 clusters Score -1.117833e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 203198 members 
Entering Unmasked Estep 
Score: -11178320.000000 Penalty: 3978.140137
	Iteration 44Q: 3 clusters Score -1.117832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 203207 members 
Entering Unmasked Estep 
Score: -11178330.000000 Penalty: 3978.140137
	Iteration 45Q: 3 clusters Score -1.117833e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 203211 members 
Entering Unmasked Estep 
Score: -11178334.000000 Penalty: 3978.140137
	Iteration 46Q: 3 clusters Score -1.117833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 203217 members 
Entering Unmasked Estep 
Score: -11178347.000000 Penalty: 3978.140137
	Iteration 47Q: 3 clusters Score -1.117835e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 203223 members 
Entering Unmasked Estep 
Score: -11178340.000000 Penalty: 3978.140137
	Iteration 48Q: 3 clusters Score -1.117834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 203226 members 
Entering Unmasked Estep 
Score: -11178347.000000 Penalty: 3978.140137
	Iteration 49Q: 3 clusters Score -1.117835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 203230 members 
Entering Unmasked Estep 
Score: -11178344.000000 Penalty: 3978.140137
	Iteration 50Q: 3 clusters Score -1.117834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 203233 members 
Entering Unmasked Estep 
Score: -11178342.000000 Penalty: 3978.140137
	Iteration 51Q: 3 clusters Score -1.117834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 203233 members 
Entering Unmasked Estep 
Score: -11178342.000000 Penalty: 3978.140137
	Iteration 52F: 3 clusters Score -1.117834e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Entering Unmasked Estep 
Score: -408199.343750 Penalty: 1463.078857
	Iteration 0F: 2 clusters Score -408199.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -402285.125000 Penalty: 2926.157715
	Iteration 0F: 3 clusters Score -402285.1 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -404471.343750 Penalty: 2926.157715
	Iteration 1F: 3 clusters Score -404471.3 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -405183.468750 Penalty: 2926.157715
	Iteration 2F: 3 clusters Score -405183.5 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -405754.031250 Penalty: 2926.157715
	Iteration 3F: 3 clusters Score -405754 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -406228.812500 Penalty: 2926.157715
	Iteration 4F: 3 clusters Score -406228.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -406639.562500 Penalty: 2926.157715
	Iteration 5F: 3 clusters Score -406639.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -406944.593750 Penalty: 2926.157715
	Iteration 6Q: 3 clusters Score -406944.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -407146.687500 Penalty: 2926.157715
	Iteration 7Q: 3 clusters Score -407146.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -407296.593750 Penalty: 2926.157715
	Iteration 8Q: 3 clusters Score -407296.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -407410.281250 Penalty: 2926.157715
	Iteration 9Q: 3 clusters Score -407410.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -407494.281250 Penalty: 2926.157715
	Iteration 10Q: 3 clusters Score -407494.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -407550.250000 Penalty: 2926.157715
	Iteration 11Q: 3 clusters Score -407550.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -407598.625000 Penalty: 2926.157715
	Iteration 12Q: 3 clusters Score -407598.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -407634.968750 Penalty: 2926.157715
	Iteration 13Q: 3 clusters Score -407635 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -407659.000000 Penalty: 2926.157715
	Iteration 14Q: 3 clusters Score -407659 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -407674.625000 Penalty: 2926.157715
	Iteration 15Q: 3 clusters Score -407674.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -407684.062500 Penalty: 2926.157715
	Iteration 16Q: 3 clusters Score -407684.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -407690.375000 Penalty: 2926.157715
	Iteration 17Q: 3 clusters Score -407690.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -407695.031250 Penalty: 2926.157715
	Iteration 18Q: 3 clusters Score -407695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -407696.750000 Penalty: 2926.157715
	Iteration 19Q: 3 clusters Score -407696.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -407698.718750 Penalty: 2926.157715
	Iteration 20F: 3 clusters Score -407698.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -407699.687500 Penalty: 2926.157715
	Iteration 21Q: 3 clusters Score -407699.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -407699.687500 Penalty: 2926.157715
	Iteration 22F: 3 clusters Score -407699.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (83103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83103 members 
Entering Unmasked Estep 
Score: -4436750.000000 Penalty: 1840.773315
	Iteration 0F: 2 clusters Score -4436750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -4381246.500000 Penalty: 3681.546631
	Iteration 0F: 3 clusters Score -4381246 nChanged 39576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -4404287.500000 Penalty: 3681.546631
	Iteration 1F: 3 clusters Score -4404288 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -4405768.500000 Penalty: 3681.546631
	Iteration 2Q: 3 clusters Score -4405768 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 53734 members 
Entering Unmasked Estep 
Score: -4408490.500000 Penalty: 3681.546631
	Iteration 3F: 3 clusters Score -4408490 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 59937 members 
Entering Unmasked Estep 
Score: -4413293.000000 Penalty: 3681.546631
	Iteration 4F: 3 clusters Score -4413293 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 67373 members 
Entering Unmasked Estep 
Score: -4420390.000000 Penalty: 3681.546631
	Iteration 5F: 3 clusters Score -4420390 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 74145 members 
Entering Unmasked Estep 
Score: -4427577.000000 Penalty: 3681.546631
	Iteration 6F: 3 clusters Score -4427577 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 78593 members 
Entering Unmasked Estep 
Score: -4432386.500000 Penalty: 3681.546631
	Iteration 7F: 3 clusters Score -4432386 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 80630 members 
Entering Unmasked Estep 
Score: -4434436.500000 Penalty: 3681.546631
	Iteration 8Q: 3 clusters Score -4434436 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 81423 members 
Entering Unmasked Estep 
Score: -4435293.000000 Penalty: 3681.546631
	Iteration 9Q: 3 clusters Score -4435293 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 81669 members 
Entering Unmasked Estep 
Score: -4435688.500000 Penalty: 3681.546631
	Iteration 10Q: 3 clusters Score -4435688 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 81707 members 
Entering Unmasked Estep 
Score: -4435954.000000 Penalty: 3681.546631
	Iteration 11Q: 3 clusters Score -4435954 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 81657 members 
Entering Unmasked Estep 
Score: -4436168.500000 Penalty: 3681.546631
	Iteration 12Q: 3 clusters Score -4436168 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 81555 members 
Entering Unmasked Estep 
Score: -4436347.000000 Penalty: 3681.546631
	Iteration 13Q: 3 clusters Score -4436347 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 81459 members 
Entering Unmasked Estep 
Score: -4436435.000000 Penalty: 3681.546631
	Iteration 14Q: 3 clusters Score -4436435 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 81389 members 
Entering Unmasked Estep 
Score: -4436501.500000 Penalty: 3681.546631
	Iteration 15Q: 3 clusters Score -4436502 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 81315 members 
Entering Unmasked Estep 
Score: -4436536.000000 Penalty: 3681.546631
	Iteration 16Q: 3 clusters Score -4436536 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 81251 members 
Entering Unmasked Estep 
Score: -4436576.500000 Penalty: 3681.546631
	Iteration 17Q: 3 clusters Score -4436576 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 81197 members 
Entering Unmasked Estep 
Score: -4436594.500000 Penalty: 3681.546631
	Iteration 18Q: 3 clusters Score -4436594 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 81147 members 
Entering Unmasked Estep 
Score: -4436596.000000 Penalty: 3681.546631
	Iteration 19Q: 3 clusters Score -4436596 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 81105 members 
Entering Unmasked Estep 
Score: -4436618.000000 Penalty: 3681.546631
	Iteration 20F: 3 clusters Score -4436618 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 81083 members 
Entering Unmasked Estep 
Score: -4436630.500000 Penalty: 3681.546631
	Iteration 21Q: 3 clusters Score -4436630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 81053 members 
Entering Unmasked Estep 
Score: -4436631.500000 Penalty: 3681.546631
	Iteration 22Q: 3 clusters Score -4436632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 81037 members 
Entering Unmasked Estep 
Score: -4436633.000000 Penalty: 3681.546631
	Iteration 23Q: 3 clusters Score -4436633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 81021 members 
Entering Unmasked Estep 
Score: -4436627.000000 Penalty: 3681.546631
	Iteration 24Q: 3 clusters Score -4436627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 81014 members 
Entering Unmasked Estep 
Score: -4436627.500000 Penalty: 3681.546631
	Iteration 25Q: 3 clusters Score -4436628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 81008 members 
Entering Unmasked Estep 
Score: -4436634.500000 Penalty: 3681.546631
	Iteration 26Q: 3 clusters Score -4436634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 81005 members 
Entering Unmasked Estep 
Score: -4436639.000000 Penalty: 3681.546631
	Iteration 27Q: 3 clusters Score -4436639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 81006 members 
Entering Unmasked Estep 
Score: -4436644.000000 Penalty: 3681.546631
	Iteration 28Q: 3 clusters Score -4436644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 81005 members 
Entering Unmasked Estep 
Score: -4436643.000000 Penalty: 3681.546631
	Iteration 29Q: 3 clusters Score -4436643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 81000 members 
Entering Unmasked Estep 
Score: -4436644.000000 Penalty: 3681.546631
	Iteration 30Q: 3 clusters Score -4436644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 80995 members 
Entering Unmasked Estep 
Score: -4436644.000000 Penalty: 3681.546631
	Iteration 31Q: 3 clusters Score -4436644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 80991 members 
Entering Unmasked Estep 
Score: -4436645.500000 Penalty: 3681.546631
	Iteration 32Q: 3 clusters Score -4436646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 80989 members 
Entering Unmasked Estep 
Score: -4436643.000000 Penalty: 3681.546631
	Iteration 33Q: 3 clusters Score -4436643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 80988 members 
Entering Unmasked Estep 
Score: -4436643.500000 Penalty: 3681.546631
	Iteration 34Q: 3 clusters Score -4436644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 80988 members 
Entering Unmasked Estep 
Score: -4436643.500000 Penalty: 3681.546631
	Iteration 35F: 3 clusters Score -4436644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Entering Unmasked Estep 
Score: -1485401.000000 Penalty: 1666.721313
	Iteration 0F: 2 clusters Score -1485401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1466203.000000 Penalty: 3333.442627
	Iteration 0F: 3 clusters Score -1466203 nChanged 13151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1473378.375000 Penalty: 3333.442627
	Iteration 1F: 3 clusters Score -1473378 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1473771.750000 Penalty: 3333.442627
	Iteration 2Q: 3 clusters Score -1473772 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1474214.750000 Penalty: 3333.442627
	Iteration 3Q: 3 clusters Score -1474215 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1474882.125000 Penalty: 3333.442627
	Iteration 4Q: 3 clusters Score -1474882 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1475914.375000 Penalty: 3333.442627
	Iteration 5F: 3 clusters Score -1475914 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1477313.500000 Penalty: 3333.442627
	Iteration 6F: 3 clusters Score -1477314 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1478849.125000 Penalty: 3333.442627
	Iteration 7F: 3 clusters Score -1478849 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1480094.875000 Penalty: 3333.442627
	Iteration 8F: 3 clusters Score -1480095 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1480871.500000 Penalty: 3333.442627
	Iteration 9F: 3 clusters Score -1480872 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1481334.375000 Penalty: 3333.442627
	Iteration 10Q: 3 clusters Score -1481334 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1481597.875000 Penalty: 3333.442627
	Iteration 11Q: 3 clusters Score -1481598 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1481768.125000 Penalty: 3333.442627
	Iteration 12Q: 3 clusters Score -1481768 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1481868.750000 Penalty: 3333.442627
	Iteration 13Q: 3 clusters Score -1481869 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1481972.500000 Penalty: 3333.442627
	Iteration 14Q: 3 clusters Score -1481972 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1482084.250000 Penalty: 3333.442627
	Iteration 15Q: 3 clusters Score -1482084 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1482193.625000 Penalty: 3333.442627
	Iteration 16Q: 3 clusters Score -1482194 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1482318.250000 Penalty: 3333.442627
	Iteration 17Q: 3 clusters Score -1482318 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1482452.875000 Penalty: 3333.442627
	Iteration 18Q: 3 clusters Score -1482453 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1482599.750000 Penalty: 3333.442627
	Iteration 19Q: 3 clusters Score -1482600 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1482753.750000 Penalty: 3333.442627
	Iteration 20F: 3 clusters Score -1482754 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1482916.875000 Penalty: 3333.442627
	Iteration 21Q: 3 clusters Score -1482917 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1483075.875000 Penalty: 3333.442627
	Iteration 22Q: 3 clusters Score -1483076 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1483236.000000 Penalty: 3333.442627
	Iteration 23Q: 3 clusters Score -1483236 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1483383.375000 Penalty: 3333.442627
	Iteration 24Q: 3 clusters Score -1483383 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1483523.000000 Penalty: 3333.442627
	Iteration 25Q: 3 clusters Score -1483523 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1483650.250000 Penalty: 3333.442627
	Iteration 26Q: 3 clusters Score -1483650 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1483759.250000 Penalty: 3333.442627
	Iteration 27Q: 3 clusters Score -1483759 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1483867.750000 Penalty: 3333.442627
	Iteration 28Q: 3 clusters Score -1483868 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1483933.375000 Penalty: 3333.442627
	Iteration 29Q: 3 clusters Score -1483933 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1483991.500000 Penalty: 3333.442627
	Iteration 30Q: 3 clusters Score -1483992 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1484024.625000 Penalty: 3333.442627
	Iteration 31Q: 3 clusters Score -1484025 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1484061.625000 Penalty: 3333.442627
	Iteration 32Q: 3 clusters Score -1484062 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1484076.625000 Penalty: 3333.442627
	Iteration 33Q: 3 clusters Score -1484077 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1484095.625000 Penalty: 3333.442627
	Iteration 34Q: 3 clusters Score -1484096 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1484110.750000 Penalty: 3333.442627
	Iteration 35Q: 3 clusters Score -1484111 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1484121.750000 Penalty: 3333.442627
	Iteration 36Q: 3 clusters Score -1484122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1484133.250000 Penalty: 3333.442627
	Iteration 37Q: 3 clusters Score -1484133 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1484145.375000 Penalty: 3333.442627
	Iteration 38Q: 3 clusters Score -1484145 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1484156.875000 Penalty: 3333.442627
	Iteration 39Q: 3 clusters Score -1484157 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1484159.125000 Penalty: 3333.442627
	Iteration 40F: 3 clusters Score -1484159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1484161.750000 Penalty: 3333.442627
	Iteration 41Q: 3 clusters Score -1484162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1484163.500000 Penalty: 3333.442627
	Iteration 42Q: 3 clusters Score -1484164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1484171.375000 Penalty: 3333.442627
	Iteration 43Q: 3 clusters Score -1484171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1484174.250000 Penalty: 3333.442627
	Iteration 44Q: 3 clusters Score -1484174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1484172.500000 Penalty: 3333.442627
	Iteration 45Q: 3 clusters Score -1484172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1484173.500000 Penalty: 3333.442627
	Iteration 46Q: 3 clusters Score -1484174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1484181.625000 Penalty: 3333.442627
	Iteration 47Q: 3 clusters Score -1484182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1484184.250000 Penalty: 3333.442627
	Iteration 48Q: 3 clusters Score -1484184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1484183.625000 Penalty: 3333.442627
	Iteration 49Q: 3 clusters Score -1484184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1484181.375000 Penalty: 3333.442627
	Iteration 50Q: 3 clusters Score -1484181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1484183.250000 Penalty: 3333.442627
	Iteration 51Q: 3 clusters Score -1484183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1484183.500000 Penalty: 3333.442627
	Iteration 52Q: 3 clusters Score -1484184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1484187.125000 Penalty: 3333.442627
	Iteration 53Q: 3 clusters Score -1484187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1484187.750000 Penalty: 3333.442627
	Iteration 54Q: 3 clusters Score -1484188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1484189.625000 Penalty: 3333.442627
	Iteration 55Q: 3 clusters Score -1484190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1484186.125000 Penalty: 3333.442627
	Iteration 56Q: 3 clusters Score -1484186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1484187.875000 Penalty: 3333.442627
	Iteration 57Q: 3 clusters Score -1484188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1484187.250000 Penalty: 3333.442627
	Iteration 58Q: 3 clusters Score -1484187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1484185.750000 Penalty: 3333.442627
	Iteration 59Q: 3 clusters Score -1484186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1484185.875000 Penalty: 3333.442627
	Iteration 60F: 3 clusters Score -1484186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1484187.500000 Penalty: 3333.442627
	Iteration 61Q: 3 clusters Score -1484188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1484188.500000 Penalty: 3333.442627
	Iteration 62Q: 3 clusters Score -1484188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1484192.875000 Penalty: 3333.442627
	Iteration 63Q: 3 clusters Score -1484193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1484190.250000 Penalty: 3333.442627
	Iteration 64Q: 3 clusters Score -1484190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1484191.125000 Penalty: 3333.442627
	Iteration 65Q: 3 clusters Score -1484191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1484191.125000 Penalty: 3333.442627
	Iteration 66F: 3 clusters Score -1484191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (91952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91952 members 
Entering Unmasked Estep 
Score: -4883531.500000 Penalty: 1857.216064
	Iteration 0F: 2 clusters Score -4883532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -4822118.500000 Penalty: 3714.432129
	Iteration 0F: 3 clusters Score -4822118 nChanged 43869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -4848507.000000 Penalty: 3714.432129
	Iteration 1F: 3 clusters Score -4848507 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 51688 members 
Entering Unmasked Estep 
Score: -4850469.500000 Penalty: 3714.432129
	Iteration 2Q: 3 clusters Score -4850470 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -4853206.000000 Penalty: 3714.432129
	Iteration 3F: 3 clusters Score -4853206 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 57658 members 
Entering Unmasked Estep 
Score: -4856658.500000 Penalty: 3714.432129
	Iteration 4F: 3 clusters Score -4856658 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 61240 members 
Entering Unmasked Estep 
Score: -4860296.500000 Penalty: 3714.432129
	Iteration 5F: 3 clusters Score -4860296 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 64778 members 
Entering Unmasked Estep 
Score: -4863764.500000 Penalty: 3714.432129
	Iteration 6F: 3 clusters Score -4863764 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 68051 members 
Entering Unmasked Estep 
Score: -4867066.500000 Penalty: 3714.432129
	Iteration 7F: 3 clusters Score -4867066 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 70938 members 
Entering Unmasked Estep 
Score: -4869793.500000 Penalty: 3714.432129
	Iteration 8Q: 3 clusters Score -4869794 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 73385 members 
Entering Unmasked Estep 
Score: -4871743.000000 Penalty: 3714.432129
	Iteration 9Q: 3 clusters Score -4871743 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 75591 members 
Entering Unmasked Estep 
Score: -4873278.500000 Penalty: 3714.432129
	Iteration 10Q: 3 clusters Score -4873278 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 77541 members 
Entering Unmasked Estep 
Score: -4874517.000000 Penalty: 3714.432129
	Iteration 11Q: 3 clusters Score -4874517 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 79387 members 
Entering Unmasked Estep 
Score: -4875683.000000 Penalty: 3714.432129
	Iteration 12Q: 3 clusters Score -4875683 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 81047 members 
Entering Unmasked Estep 
Score: -4876734.500000 Penalty: 3714.432129
	Iteration 13Q: 3 clusters Score -4876734 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 82430 members 
Entering Unmasked Estep 
Score: -4877599.500000 Penalty: 3714.432129
	Iteration 14Q: 3 clusters Score -4877600 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 83649 members 
Entering Unmasked Estep 
Score: -4878298.000000 Penalty: 3714.432129
	Iteration 15Q: 3 clusters Score -4878298 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 84738 members 
Entering Unmasked Estep 
Score: -4878919.500000 Penalty: 3714.432129
	Iteration 16Q: 3 clusters Score -4878920 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 85647 members 
Entering Unmasked Estep 
Score: -4879421.500000 Penalty: 3714.432129
	Iteration 17Q: 3 clusters Score -4879422 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 86436 members 
Entering Unmasked Estep 
Score: -4879828.000000 Penalty: 3714.432129
	Iteration 18Q: 3 clusters Score -4879828 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 87162 members 
Entering Unmasked Estep 
Score: -4880186.000000 Penalty: 3714.432129
	Iteration 19Q: 3 clusters Score -4880186 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 87754 members 
Entering Unmasked Estep 
Score: -4880452.500000 Penalty: 3714.432129
	Iteration 20F: 3 clusters Score -4880452 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 88292 members 
Entering Unmasked Estep 
Score: -4880703.000000 Penalty: 3714.432129
	Iteration 21Q: 3 clusters Score -4880703 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 88753 members 
Entering Unmasked Estep 
Score: -4880945.500000 Penalty: 3714.432129
	Iteration 22Q: 3 clusters Score -4880946 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 89128 members 
Entering Unmasked Estep 
Score: -4881148.500000 Penalty: 3714.432129
	Iteration 23Q: 3 clusters Score -4881148 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 89453 members 
Entering Unmasked Estep 
Score: -4881302.000000 Penalty: 3714.432129
	Iteration 24Q: 3 clusters Score -4881302 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 89685 members 
Entering Unmasked Estep 
Score: -4881413.500000 Penalty: 3714.432129
	Iteration 25Q: 3 clusters Score -4881414 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 89897 members 
Entering Unmasked Estep 
Score: -4881509.500000 Penalty: 3714.432129
	Iteration 26Q: 3 clusters Score -4881510 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 90053 members 
Entering Unmasked Estep 
Score: -4881572.000000 Penalty: 3714.432129
	Iteration 27Q: 3 clusters Score -4881572 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 90170 members 
Entering Unmasked Estep 
Score: -4881617.000000 Penalty: 3714.432129
	Iteration 28Q: 3 clusters Score -4881617 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 90277 members 
Entering Unmasked Estep 
Score: -4881651.500000 Penalty: 3714.432129
	Iteration 29Q: 3 clusters Score -4881652 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 90357 members 
Entering Unmasked Estep 
Score: -4881673.500000 Penalty: 3714.432129
	Iteration 30Q: 3 clusters Score -4881674 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 90428 members 
Entering Unmasked Estep 
Score: -4881699.500000 Penalty: 3714.432129
	Iteration 31Q: 3 clusters Score -4881700 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 90498 members 
Entering Unmasked Estep 
Score: -4881722.500000 Penalty: 3714.432129
	Iteration 32Q: 3 clusters Score -4881722 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 90571 members 
Entering Unmasked Estep 
Score: -4881762.500000 Penalty: 3714.432129
	Iteration 33Q: 3 clusters Score -4881762 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 90635 members 
Entering Unmasked Estep 
Score: -4881814.500000 Penalty: 3714.432129
	Iteration 34Q: 3 clusters Score -4881814 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 90686 members 
Entering Unmasked Estep 
Score: -4881827.500000 Penalty: 3714.432129
	Iteration 35Q: 3 clusters Score -4881828 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 90735 members 
Entering Unmasked Estep 
Score: -4881849.500000 Penalty: 3714.432129
	Iteration 36Q: 3 clusters Score -4881850 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 90783 members 
Entering Unmasked Estep 
Score: -4881877.500000 Penalty: 3714.432129
	Iteration 37Q: 3 clusters Score -4881878 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 90818 members 
Entering Unmasked Estep 
Score: -4881906.500000 Penalty: 3714.432129
	Iteration 38Q: 3 clusters Score -4881906 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 90861 members 
Entering Unmasked Estep 
Score: -4881926.500000 Penalty: 3714.432129
	Iteration 39Q: 3 clusters Score -4881926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 90899 members 
Entering Unmasked Estep 
Score: -4881937.500000 Penalty: 3714.432129
	Iteration 40F: 3 clusters Score -4881938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 90929 members 
Entering Unmasked Estep 
Score: -4881951.500000 Penalty: 3714.432129
	Iteration 41Q: 3 clusters Score -4881952 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 90971 members 
Entering Unmasked Estep 
Score: -4881969.500000 Penalty: 3714.432129
	Iteration 42Q: 3 clusters Score -4881970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 91011 members 
Entering Unmasked Estep 
Score: -4881999.500000 Penalty: 3714.432129
	Iteration 43Q: 3 clusters Score -4882000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 91039 members 
Entering Unmasked Estep 
Score: -4882010.500000 Penalty: 3714.432129
	Iteration 44Q: 3 clusters Score -4882010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 91063 members 
Entering Unmasked Estep 
Score: -4882024.000000 Penalty: 3714.432129
	Iteration 45Q: 3 clusters Score -4882024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 91078 members 
Entering Unmasked Estep 
Score: -4882027.500000 Penalty: 3714.432129
	Iteration 46Q: 3 clusters Score -4882028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 91086 members 
Entering Unmasked Estep 
Score: -4882028.500000 Penalty: 3714.432129
	Iteration 47Q: 3 clusters Score -4882028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 91093 members 
Entering Unmasked Estep 
Score: -4882031.500000 Penalty: 3714.432129
	Iteration 48Q: 3 clusters Score -4882032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 91095 members 
Entering Unmasked Estep 
Score: -4882030.000000 Penalty: 3714.432129
	Iteration 49Q: 3 clusters Score -4882030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 91096 members 
Entering Unmasked Estep 
Score: -4882025.500000 Penalty: 3714.432129
	Iteration 50Q: 3 clusters Score -4882026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 91097 members 
Entering Unmasked Estep 
Score: -4882025.500000 Penalty: 3714.432129
	Iteration 51Q: 3 clusters Score -4882026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 91098 members 
Entering Unmasked Estep 
Score: -4882026.000000 Penalty: 3714.432129
	Iteration 52Q: 3 clusters Score -4882026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 91098 members 
Entering Unmasked Estep 
Score: -4882026.000000 Penalty: 3714.432129
	Iteration 53F: 3 clusters Score -4882026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Entering Unmasked Estep 
Score: -446866.031250 Penalty: 1467.182983
	Iteration 0F: 2 clusters Score -446866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -440768.906250 Penalty: 2934.365967
	Iteration 0F: 3 clusters Score -440768.9 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -442651.062500 Penalty: 2934.365967
	Iteration 1F: 3 clusters Score -442651.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -442836.812500 Penalty: 2934.365967
	Iteration 2F: 3 clusters Score -442836.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -442969.187500 Penalty: 2934.365967
	Iteration 3Q: 3 clusters Score -442969.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -443063.687500 Penalty: 2934.365967
	Iteration 4Q: 3 clusters Score -443063.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -443152.812500 Penalty: 2934.365967
	Iteration 5Q: 3 clusters Score -443152.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -443236.062500 Penalty: 2934.365967
	Iteration 6Q: 3 clusters Score -443236.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -443313.562500 Penalty: 2934.365967
	Iteration 7Q: 3 clusters Score -443313.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -443378.187500 Penalty: 2934.365967
	Iteration 8Q: 3 clusters Score -443378.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -443441.593750 Penalty: 2934.365967
	Iteration 9Q: 3 clusters Score -443441.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -443509.156250 Penalty: 2934.365967
	Iteration 10Q: 3 clusters Score -443509.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -443582.687500 Penalty: 2934.365967
	Iteration 11Q: 3 clusters Score -443582.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -443660.281250 Penalty: 2934.365967
	Iteration 12Q: 3 clusters Score -443660.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -443759.406250 Penalty: 2934.365967
	Iteration 13Q: 3 clusters Score -443759.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -443870.000000 Penalty: 2934.365967
	Iteration 14Q: 3 clusters Score -443870 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -443987.343750 Penalty: 2934.365967
	Iteration 15Q: 3 clusters Score -443987.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -444120.750000 Penalty: 2934.365967
	Iteration 16Q: 3 clusters Score -444120.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -444284.718750 Penalty: 2934.365967
	Iteration 17Q: 3 clusters Score -444284.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -444450.343750 Penalty: 2934.365967
	Iteration 18Q: 3 clusters Score -444450.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -444635.812500 Penalty: 2934.365967
	Iteration 19Q: 3 clusters Score -444635.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -444795.531250 Penalty: 2934.365967
	Iteration 20F: 3 clusters Score -444795.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -444953.687500 Penalty: 2934.365967
	Iteration 21Q: 3 clusters Score -444953.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -445071.875000 Penalty: 2934.365967
	Iteration 22Q: 3 clusters Score -445071.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -445174.312500 Penalty: 2934.365967
	Iteration 23Q: 3 clusters Score -445174.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -445271.687500 Penalty: 2934.365967
	Iteration 24Q: 3 clusters Score -445271.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -445381.156250 Penalty: 2934.365967
	Iteration 25Q: 3 clusters Score -445381.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -445473.812500 Penalty: 2934.365967
	Iteration 26Q: 3 clusters Score -445473.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -445546.687500 Penalty: 2934.365967
	Iteration 27Q: 3 clusters Score -445546.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -445620.843750 Penalty: 2934.365967
	Iteration 28Q: 3 clusters Score -445620.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -445680.656250 Penalty: 2934.365967
	Iteration 29Q: 3 clusters Score -445680.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -445718.343750 Penalty: 2934.365967
	Iteration 30Q: 3 clusters Score -445718.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -445735.687500 Penalty: 2934.365967
	Iteration 31Q: 3 clusters Score -445735.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -445748.812500 Penalty: 2934.365967
	Iteration 32Q: 3 clusters Score -445748.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -445757.343750 Penalty: 2934.365967
	Iteration 33Q: 3 clusters Score -445757.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -445763.406250 Penalty: 2934.365967
	Iteration 34Q: 3 clusters Score -445763.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -445769.437500 Penalty: 2934.365967
	Iteration 35Q: 3 clusters Score -445769.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -445772.875000 Penalty: 2934.365967
	Iteration 36Q: 3 clusters Score -445772.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -445777.125000 Penalty: 2934.365967
	Iteration 37Q: 3 clusters Score -445777.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -445783.031250 Penalty: 2934.365967
	Iteration 38Q: 3 clusters Score -445783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -445787.750000 Penalty: 2934.365967
	Iteration 39Q: 3 clusters Score -445787.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -445801.406250 Penalty: 2934.365967
	Iteration 40F: 3 clusters Score -445801.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -445809.093750 Penalty: 2934.365967
	Iteration 41Q: 3 clusters Score -445809.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -445814.093750 Penalty: 2934.365967
	Iteration 42Q: 3 clusters Score -445814.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -445815.593750 Penalty: 2934.365967
	Iteration 43Q: 3 clusters Score -445815.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -445818.625000 Penalty: 2934.365967
	Iteration 44Q: 3 clusters Score -445818.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -445820.937500 Penalty: 2934.365967
	Iteration 45Q: 3 clusters Score -445820.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -445822.625000 Penalty: 2934.365967
	Iteration 46Q: 3 clusters Score -445822.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -445822.937500 Penalty: 2934.365967
	Iteration 47Q: 3 clusters Score -445822.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -445822.781250 Penalty: 2934.365967
	Iteration 48Q: 3 clusters Score -445822.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -445824.062500 Penalty: 2934.365967
	Iteration 49Q: 3 clusters Score -445824.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -445824.562500 Penalty: 2934.365967
	Iteration 50Q: 3 clusters Score -445824.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -445823.312500 Penalty: 2934.365967
	Iteration 51Q: 3 clusters Score -445823.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -445824.375000 Penalty: 2934.365967
	Iteration 52Q: 3 clusters Score -445824.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -445825.500000 Penalty: 2934.365967
	Iteration 53Q: 3 clusters Score -445825.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -445825.375000 Penalty: 2934.365967
	Iteration 54Q: 3 clusters Score -445825.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -445825.375000 Penalty: 2934.365967
	Iteration 55F: 3 clusters Score -445825.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -170443.609375 Penalty: 1318.041992
	Iteration 0F: 2 clusters Score -170443.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -167528.703125 Penalty: 2636.083984
	Iteration 0F: 3 clusters Score -167528.7 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -168237.937500 Penalty: 2636.083984
	Iteration 1F: 3 clusters Score -168237.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -168373.578125 Penalty: 2636.083984
	Iteration 2F: 3 clusters Score -168373.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -168465.265625 Penalty: 2636.083984
	Iteration 3F: 3 clusters Score -168465.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -168524.125000 Penalty: 2636.083984
	Iteration 4Q: 3 clusters Score -168524.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -168575.937500 Penalty: 2636.083984
	Iteration 5Q: 3 clusters Score -168575.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -168619.250000 Penalty: 2636.083984
	Iteration 6Q: 3 clusters Score -168619.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -168660.828125 Penalty: 2636.083984
	Iteration 7Q: 3 clusters Score -168660.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -168688.484375 Penalty: 2636.083984
	Iteration 8Q: 3 clusters Score -168688.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -168713.000000 Penalty: 2636.083984
	Iteration 9Q: 3 clusters Score -168713 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -168745.203125 Penalty: 2636.083984
	Iteration 10Q: 3 clusters Score -168745.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -168776.921875 Penalty: 2636.083984
	Iteration 11Q: 3 clusters Score -168776.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -168815.921875 Penalty: 2636.083984
	Iteration 12Q: 3 clusters Score -168815.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -168860.406250 Penalty: 2636.083984
	Iteration 13Q: 3 clusters Score -168860.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -168921.203125 Penalty: 2636.083984
	Iteration 14Q: 3 clusters Score -168921.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -168991.515625 Penalty: 2636.083984
	Iteration 15Q: 3 clusters Score -168991.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -169062.812500 Penalty: 2636.083984
	Iteration 16Q: 3 clusters Score -169062.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -169124.593750 Penalty: 2636.083984
	Iteration 17Q: 3 clusters Score -169124.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -169178.031250 Penalty: 2636.083984
	Iteration 18Q: 3 clusters Score -169178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -169223.765625 Penalty: 2636.083984
	Iteration 19Q: 3 clusters Score -169223.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -169254.312500 Penalty: 2636.083984
	Iteration 20F: 3 clusters Score -169254.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -169272.859375 Penalty: 2636.083984
	Iteration 21Q: 3 clusters Score -169272.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -169284.296875 Penalty: 2636.083984
	Iteration 22Q: 3 clusters Score -169284.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -169288.812500 Penalty: 2636.083984
	Iteration 23Q: 3 clusters Score -169288.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -169292.093750 Penalty: 2636.083984
	Iteration 24Q: 3 clusters Score -169292.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -169296.734375 Penalty: 2636.083984
	Iteration 25Q: 3 clusters Score -169296.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -169301.890625 Penalty: 2636.083984
	Iteration 26Q: 3 clusters Score -169301.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -169307.609375 Penalty: 2636.083984
	Iteration 27Q: 3 clusters Score -169307.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -169310.984375 Penalty: 2636.083984
	Iteration 28Q: 3 clusters Score -169311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -169315.828125 Penalty: 2636.083984
	Iteration 29Q: 3 clusters Score -169315.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -169318.828125 Penalty: 2636.083984
	Iteration 30Q: 3 clusters Score -169318.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -169321.718750 Penalty: 2636.083984
	Iteration 31Q: 3 clusters Score -169321.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -169323.937500 Penalty: 2636.083984
	Iteration 32Q: 3 clusters Score -169323.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -169326.656250 Penalty: 2636.083984
	Iteration 33Q: 3 clusters Score -169326.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -169331.328125 Penalty: 2636.083984
	Iteration 34Q: 3 clusters Score -169331.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -169332.765625 Penalty: 2636.083984
	Iteration 35Q: 3 clusters Score -169332.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -169333.250000 Penalty: 2636.083984
	Iteration 36Q: 3 clusters Score -169333.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -169336.359375 Penalty: 2636.083984
	Iteration 37Q: 3 clusters Score -169336.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -169340.343750 Penalty: 2636.083984
	Iteration 38Q: 3 clusters Score -169340.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -169342.125000 Penalty: 2636.083984
	Iteration 39Q: 3 clusters Score -169342.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -169342.937500 Penalty: 2636.083984
	Iteration 40F: 3 clusters Score -169342.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -169343.921875 Penalty: 2636.083984
	Iteration 41Q: 3 clusters Score -169343.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -169344.984375 Penalty: 2636.083984
	Iteration 42Q: 3 clusters Score -169345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -169348.250000 Penalty: 2636.083984
	Iteration 43Q: 3 clusters Score -169348.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -169349.375000 Penalty: 2636.083984
	Iteration 44Q: 3 clusters Score -169349.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -169351.093750 Penalty: 2636.083984
	Iteration 45Q: 3 clusters Score -169351.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -169351.437500 Penalty: 2636.083984
	Iteration 46Q: 3 clusters Score -169351.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -169351.781250 Penalty: 2636.083984
	Iteration 47Q: 3 clusters Score -169351.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -169351.781250 Penalty: 2636.083984
	Iteration 48F: 3 clusters Score -169351.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Entering Unmasked Estep 
Score: -807176.500000 Penalty: 1560.836792
	Iteration 0F: 2 clusters Score -807176.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -796817.375000 Penalty: 3121.673584
	Iteration 0F: 3 clusters Score -796817.4 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -800454.562500 Penalty: 3121.673584
	Iteration 1F: 3 clusters Score -800454.6 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -800726.250000 Penalty: 3121.673584
	Iteration 2F: 3 clusters Score -800726.2 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -800948.562500 Penalty: 3121.673584
	Iteration 3Q: 3 clusters Score -800948.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -801150.000000 Penalty: 3121.673584
	Iteration 4Q: 3 clusters Score -801150 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -801337.750000 Penalty: 3121.673584
	Iteration 5Q: 3 clusters Score -801337.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -801530.437500 Penalty: 3121.673584
	Iteration 6Q: 3 clusters Score -801530.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -801769.625000 Penalty: 3121.673584
	Iteration 7Q: 3 clusters Score -801769.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -802073.500000 Penalty: 3121.673584
	Iteration 8Q: 3 clusters Score -802073.5 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -802464.750000 Penalty: 3121.673584
	Iteration 9Q: 3 clusters Score -802464.8 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -802925.750000 Penalty: 3121.673584
	Iteration 10Q: 3 clusters Score -802925.8 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -803417.875000 Penalty: 3121.673584
	Iteration 11Q: 3 clusters Score -803417.9 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -803828.750000 Penalty: 3121.673584
	Iteration 12Q: 3 clusters Score -803828.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -804105.562500 Penalty: 3121.673584
	Iteration 13Q: 3 clusters Score -804105.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -804265.125000 Penalty: 3121.673584
	Iteration 14Q: 3 clusters Score -804265.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -804342.625000 Penalty: 3121.673584
	Iteration 15Q: 3 clusters Score -804342.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -804400.375000 Penalty: 3121.673584
	Iteration 16Q: 3 clusters Score -804400.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -804443.312500 Penalty: 3121.673584
	Iteration 17Q: 3 clusters Score -804443.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -804481.687500 Penalty: 3121.673584
	Iteration 18Q: 3 clusters Score -804481.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -804521.312500 Penalty: 3121.673584
	Iteration 19Q: 3 clusters Score -804521.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -804554.062500 Penalty: 3121.673584
	Iteration 20F: 3 clusters Score -804554.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -804580.250000 Penalty: 3121.673584
	Iteration 21Q: 3 clusters Score -804580.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -804610.312500 Penalty: 3121.673584
	Iteration 22Q: 3 clusters Score -804610.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -804652.625000 Penalty: 3121.673584
	Iteration 23Q: 3 clusters Score -804652.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -804682.375000 Penalty: 3121.673584
	Iteration 24Q: 3 clusters Score -804682.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -804717.125000 Penalty: 3121.673584
	Iteration 25Q: 3 clusters Score -804717.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -804752.750000 Penalty: 3121.673584
	Iteration 26Q: 3 clusters Score -804752.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -804791.437500 Penalty: 3121.673584
	Iteration 27Q: 3 clusters Score -804791.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -804830.375000 Penalty: 3121.673584
	Iteration 28Q: 3 clusters Score -804830.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -804871.000000 Penalty: 3121.673584
	Iteration 29Q: 3 clusters Score -804871 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -804911.375000 Penalty: 3121.673584
	Iteration 30Q: 3 clusters Score -804911.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -804969.562500 Penalty: 3121.673584
	Iteration 31Q: 3 clusters Score -804969.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -805035.125000 Penalty: 3121.673584
	Iteration 32Q: 3 clusters Score -805035.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -805091.312500 Penalty: 3121.673584
	Iteration 33Q: 3 clusters Score -805091.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -805146.062500 Penalty: 3121.673584
	Iteration 34Q: 3 clusters Score -805146.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -805200.875000 Penalty: 3121.673584
	Iteration 35Q: 3 clusters Score -805200.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -805247.125000 Penalty: 3121.673584
	Iteration 36Q: 3 clusters Score -805247.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -805294.125000 Penalty: 3121.673584
	Iteration 37Q: 3 clusters Score -805294.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -805330.312500 Penalty: 3121.673584
	Iteration 38Q: 3 clusters Score -805330.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -805355.375000 Penalty: 3121.673584
	Iteration 39Q: 3 clusters Score -805355.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -805379.062500 Penalty: 3121.673584
	Iteration 40F: 3 clusters Score -805379.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -805402.687500 Penalty: 3121.673584
	Iteration 41Q: 3 clusters Score -805402.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -805430.375000 Penalty: 3121.673584
	Iteration 42Q: 3 clusters Score -805430.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -805460.875000 Penalty: 3121.673584
	Iteration 43Q: 3 clusters Score -805460.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -805488.000000 Penalty: 3121.673584
	Iteration 44Q: 3 clusters Score -805488 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -805518.437500 Penalty: 3121.673584
	Iteration 45Q: 3 clusters Score -805518.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -805535.750000 Penalty: 3121.673584
	Iteration 46Q: 3 clusters Score -805535.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -805550.750000 Penalty: 3121.673584
	Iteration 47Q: 3 clusters Score -805550.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -805566.375000 Penalty: 3121.673584
	Iteration 48Q: 3 clusters Score -805566.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -805580.125000 Penalty: 3121.673584
	Iteration 49Q: 3 clusters Score -805580.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -805587.562500 Penalty: 3121.673584
	Iteration 50Q: 3 clusters Score -805587.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -805601.562500 Penalty: 3121.673584
	Iteration 51Q: 3 clusters Score -805601.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -805622.000000 Penalty: 3121.673584
	Iteration 52Q: 3 clusters Score -805622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -805640.812500 Penalty: 3121.673584
	Iteration 53Q: 3 clusters Score -805640.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -805660.937500 Penalty: 3121.673584
	Iteration 54Q: 3 clusters Score -805660.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -805677.625000 Penalty: 3121.673584
	Iteration 55Q: 3 clusters Score -805677.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -805691.687500 Penalty: 3121.673584
	Iteration 56Q: 3 clusters Score -805691.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -805699.812500 Penalty: 3121.673584
	Iteration 57Q: 3 clusters Score -805699.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -805710.687500 Penalty: 3121.673584
	Iteration 58Q: 3 clusters Score -805710.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -805714.375000 Penalty: 3121.673584
	Iteration 59Q: 3 clusters Score -805714.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -805722.687500 Penalty: 3121.673584
	Iteration 60F: 3 clusters Score -805722.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -805731.312500 Penalty: 3121.673584
	Iteration 61Q: 3 clusters Score -805731.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -805738.875000 Penalty: 3121.673584
	Iteration 62Q: 3 clusters Score -805738.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -805749.437500 Penalty: 3121.673584
	Iteration 63Q: 3 clusters Score -805749.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -805761.562500 Penalty: 3121.673584
	Iteration 64Q: 3 clusters Score -805761.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -805765.000000 Penalty: 3121.673584
	Iteration 65Q: 3 clusters Score -805765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -805772.375000 Penalty: 3121.673584
	Iteration 66Q: 3 clusters Score -805772.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -805776.937500 Penalty: 3121.673584
	Iteration 67Q: 3 clusters Score -805776.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -805782.375000 Penalty: 3121.673584
	Iteration 68Q: 3 clusters Score -805782.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -805786.500000 Penalty: 3121.673584
	Iteration 69Q: 3 clusters Score -805786.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -805790.875000 Penalty: 3121.673584
	Iteration 70Q: 3 clusters Score -805790.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -805799.937500 Penalty: 3121.673584
	Iteration 71Q: 3 clusters Score -805799.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -805806.687500 Penalty: 3121.673584
	Iteration 72Q: 3 clusters Score -805806.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -805814.312500 Penalty: 3121.673584
	Iteration 73Q: 3 clusters Score -805814.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -805822.812500 Penalty: 3121.673584
	Iteration 74Q: 3 clusters Score -805822.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -805833.500000 Penalty: 3121.673584
	Iteration 75Q: 3 clusters Score -805833.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -805837.187500 Penalty: 3121.673584
	Iteration 76Q: 3 clusters Score -805837.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -805844.750000 Penalty: 3121.673584
	Iteration 77Q: 3 clusters Score -805844.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -805851.937500 Penalty: 3121.673584
	Iteration 78Q: 3 clusters Score -805851.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -805858.875000 Penalty: 3121.673584
	Iteration 79Q: 3 clusters Score -805858.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -805864.125000 Penalty: 3121.673584
	Iteration 80F: 3 clusters Score -805864.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -805867.812500 Penalty: 3121.673584
	Iteration 81Q: 3 clusters Score -805867.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -805873.625000 Penalty: 3121.673584
	Iteration 82Q: 3 clusters Score -805873.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -805877.250000 Penalty: 3121.673584
	Iteration 83Q: 3 clusters Score -805877.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -805888.000000 Penalty: 3121.673584
	Iteration 84Q: 3 clusters Score -805888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -805897.062500 Penalty: 3121.673584
	Iteration 85Q: 3 clusters Score -805897.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -805903.375000 Penalty: 3121.673584
	Iteration 86Q: 3 clusters Score -805903.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -805910.000000 Penalty: 3121.673584
	Iteration 87Q: 3 clusters Score -805910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -805914.000000 Penalty: 3121.673584
	Iteration 88Q: 3 clusters Score -805914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -805916.312500 Penalty: 3121.673584
	Iteration 89Q: 3 clusters Score -805916.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -805918.250000 Penalty: 3121.673584
	Iteration 90Q: 3 clusters Score -805918.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -805919.312500 Penalty: 3121.673584
	Iteration 91Q: 3 clusters Score -805919.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -805922.500000 Penalty: 3121.673584
	Iteration 92Q: 3 clusters Score -805922.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -805928.500000 Penalty: 3121.673584
	Iteration 93Q: 3 clusters Score -805928.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -805932.687500 Penalty: 3121.673584
	Iteration 94Q: 3 clusters Score -805932.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -805935.625000 Penalty: 3121.673584
	Iteration 95Q: 3 clusters Score -805935.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -805938.875000 Penalty: 3121.673584
	Iteration 96Q: 3 clusters Score -805938.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -805939.250000 Penalty: 3121.673584
	Iteration 97Q: 3 clusters Score -805939.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -805941.375000 Penalty: 3121.673584
	Iteration 98Q: 3 clusters Score -805941.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -805941.750000 Penalty: 3121.673584
	Iteration 99Q: 3 clusters Score -805941.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -805943.500000 Penalty: 3121.673584
	Iteration 100F: 3 clusters Score -805943.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -805944.437500 Penalty: 3121.673584
	Iteration 101Q: 3 clusters Score -805944.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -805943.500000 Penalty: 3121.673584
	Iteration 102Q: 3 clusters Score -805943.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -805943.500000 Penalty: 3121.673584
	Iteration 103F: 3 clusters Score -805943.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59079 members 
Entering Unmasked Estep 
Score: -3172116.250000 Penalty: 1785.327393
	Iteration 0F: 2 clusters Score -3172116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -3132693.250000 Penalty: 3570.654785
	Iteration 0F: 3 clusters Score -3132693 nChanged 27733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -3148801.000000 Penalty: 3570.654785
	Iteration 1F: 3 clusters Score -3148801 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -3149305.000000 Penalty: 3570.654785
	Iteration 2Q: 3 clusters Score -3149305 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -3149854.500000 Penalty: 3570.654785
	Iteration 3Q: 3 clusters Score -3149854 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -3150485.000000 Penalty: 3570.654785
	Iteration 4Q: 3 clusters Score -3150485 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -3151236.000000 Penalty: 3570.654785
	Iteration 5Q: 3 clusters Score -3151236 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -3152088.000000 Penalty: 3570.654785
	Iteration 6Q: 3 clusters Score -3152088 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -3153112.750000 Penalty: 3570.654785
	Iteration 7Q: 3 clusters Score -3153113 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -3154137.000000 Penalty: 3570.654785
	Iteration 8Q: 3 clusters Score -3154137 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -3155194.000000 Penalty: 3570.654785
	Iteration 9Q: 3 clusters Score -3155194 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -3156354.750000 Penalty: 3570.654785
	Iteration 10Q: 3 clusters Score -3156355 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -3157636.750000 Penalty: 3570.654785
	Iteration 11Q: 3 clusters Score -3157637 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -3159085.000000 Penalty: 3570.654785
	Iteration 12Q: 3 clusters Score -3159085 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -3160651.500000 Penalty: 3570.654785
	Iteration 13Q: 3 clusters Score -3160652 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 49951 members 
Entering Unmasked Estep 
Score: -3162489.250000 Penalty: 3570.654785
	Iteration 14Q: 3 clusters Score -3162489 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -3164481.750000 Penalty: 3570.654785
	Iteration 15Q: 3 clusters Score -3164482 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 55006 members 
Entering Unmasked Estep 
Score: -3166566.250000 Penalty: 3570.654785
	Iteration 16Q: 3 clusters Score -3166566 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 56886 members 
Entering Unmasked Estep 
Score: -3168453.500000 Penalty: 3570.654785
	Iteration 17Q: 3 clusters Score -3168454 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 58067 members 
Entering Unmasked Estep 
Score: -3169633.500000 Penalty: 3570.654785
	Iteration 18Q: 3 clusters Score -3169634 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 58565 members 
Entering Unmasked Estep 
Score: -3170120.500000 Penalty: 3570.654785
	Iteration 19Q: 3 clusters Score -3170120 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 58749 members 
Entering Unmasked Estep 
Score: -3170323.500000 Penalty: 3570.654785
	Iteration 20F: 3 clusters Score -3170324 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 58813 members 
Entering Unmasked Estep 
Score: -3170412.750000 Penalty: 3570.654785
	Iteration 21Q: 3 clusters Score -3170413 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 58847 members 
Entering Unmasked Estep 
Score: -3170468.000000 Penalty: 3570.654785
	Iteration 22Q: 3 clusters Score -3170468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 58863 members 
Entering Unmasked Estep 
Score: -3170501.250000 Penalty: 3570.654785
	Iteration 23Q: 3 clusters Score -3170501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 58868 members 
Entering Unmasked Estep 
Score: -3170515.750000 Penalty: 3570.654785
	Iteration 24Q: 3 clusters Score -3170516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 58872 members 
Entering Unmasked Estep 
Score: -3170532.000000 Penalty: 3570.654785
	Iteration 25Q: 3 clusters Score -3170532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 58876 members 
Entering Unmasked Estep 
Score: -3170537.250000 Penalty: 3570.654785
	Iteration 26Q: 3 clusters Score -3170537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 58878 members 
Entering Unmasked Estep 
Score: -3170544.000000 Penalty: 3570.654785
	Iteration 27Q: 3 clusters Score -3170544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 58876 members 
Entering Unmasked Estep 
Score: -3170543.750000 Penalty: 3570.654785
	Iteration 28Q: 3 clusters Score -3170544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 58877 members 
Entering Unmasked Estep 
Score: -3170545.000000 Penalty: 3570.654785
	Iteration 29Q: 3 clusters Score -3170545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 58878 members 
Entering Unmasked Estep 
Score: -3170543.500000 Penalty: 3570.654785
	Iteration 30Q: 3 clusters Score -3170544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 58879 members 
Entering Unmasked Estep 
Score: -3170545.750000 Penalty: 3570.654785
	Iteration 31Q: 3 clusters Score -3170546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 58880 members 
Entering Unmasked Estep 
Score: -3170547.750000 Penalty: 3570.654785
	Iteration 32Q: 3 clusters Score -3170548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 58881 members 
Entering Unmasked Estep 
Score: -3170548.000000 Penalty: 3570.654785
	Iteration 33Q: 3 clusters Score -3170548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 58881 members 
Entering Unmasked Estep 
Score: -3170548.000000 Penalty: 3570.654785
	Iteration 34F: 3 clusters Score -3170548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Entering Unmasked Estep 
Score: -737363.750000 Penalty: 1556.801392
	Iteration 0F: 2 clusters Score -737363.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -727268.437500 Penalty: 3113.602783
	Iteration 0F: 3 clusters Score -727268.4 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -730873.062500 Penalty: 3113.602783
	Iteration 1F: 3 clusters Score -730873.1 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -731313.437500 Penalty: 3113.602783
	Iteration 2F: 3 clusters Score -731313.4 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -731758.500000 Penalty: 3113.602783
	Iteration 3F: 3 clusters Score -731758.5 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -732271.375000 Penalty: 3113.602783
	Iteration 4F: 3 clusters Score -732271.4 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -732994.375000 Penalty: 3113.602783
	Iteration 5F: 3 clusters Score -732994.4 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -733953.687500 Penalty: 3113.602783
	Iteration 6F: 3 clusters Score -733953.7 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -734914.437500 Penalty: 3113.602783
	Iteration 7F: 3 clusters Score -734914.4 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -735546.937500 Penalty: 3113.602783
	Iteration 8F: 3 clusters Score -735546.9 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -735900.375000 Penalty: 3113.602783
	Iteration 9Q: 3 clusters Score -735900.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -736112.625000 Penalty: 3113.602783
	Iteration 10Q: 3 clusters Score -736112.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -736222.125000 Penalty: 3113.602783
	Iteration 11Q: 3 clusters Score -736222.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -736298.750000 Penalty: 3113.602783
	Iteration 12Q: 3 clusters Score -736298.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -736357.125000 Penalty: 3113.602783
	Iteration 13Q: 3 clusters Score -736357.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -736403.062500 Penalty: 3113.602783
	Iteration 14Q: 3 clusters Score -736403.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -736439.750000 Penalty: 3113.602783
	Iteration 15Q: 3 clusters Score -736439.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -736472.187500 Penalty: 3113.602783
	Iteration 16Q: 3 clusters Score -736472.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -736491.000000 Penalty: 3113.602783
	Iteration 17Q: 3 clusters Score -736491 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -736502.937500 Penalty: 3113.602783
	Iteration 18Q: 3 clusters Score -736502.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -736513.687500 Penalty: 3113.602783
	Iteration 19Q: 3 clusters Score -736513.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -736524.375000 Penalty: 3113.602783
	Iteration 20F: 3 clusters Score -736524.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -736535.750000 Penalty: 3113.602783
	Iteration 21Q: 3 clusters Score -736535.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -736546.687500 Penalty: 3113.602783
	Iteration 22Q: 3 clusters Score -736546.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -736551.000000 Penalty: 3113.602783
	Iteration 23Q: 3 clusters Score -736551 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -736557.000000 Penalty: 3113.602783
	Iteration 24Q: 3 clusters Score -736557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -736560.250000 Penalty: 3113.602783
	Iteration 25Q: 3 clusters Score -736560.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -736563.875000 Penalty: 3113.602783
	Iteration 26Q: 3 clusters Score -736563.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -736563.937500 Penalty: 3113.602783
	Iteration 27Q: 3 clusters Score -736563.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -736568.750000 Penalty: 3113.602783
	Iteration 28Q: 3 clusters Score -736568.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -736573.375000 Penalty: 3113.602783
	Iteration 29Q: 3 clusters Score -736573.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -736574.125000 Penalty: 3113.602783
	Iteration 30Q: 3 clusters Score -736574.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -736576.562500 Penalty: 3113.602783
	Iteration 31Q: 3 clusters Score -736576.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -736580.437500 Penalty: 3113.602783
	Iteration 32Q: 3 clusters Score -736580.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -736579.250000 Penalty: 3113.602783
	Iteration 33Q: 3 clusters Score -736579.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -736580.750000 Penalty: 3113.602783
	Iteration 34Q: 3 clusters Score -736580.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -736581.312500 Penalty: 3113.602783
	Iteration 35Q: 3 clusters Score -736581.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -736581.312500 Penalty: 3113.602783
	Iteration 36F: 3 clusters Score -736581.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Entering Unmasked Estep 
Score: -1747682.000000 Penalty: 1695.605957
	Iteration 0F: 2 clusters Score -1747682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -1724717.250000 Penalty: 3391.211914
	Iteration 0F: 3 clusters Score -1724717 nChanged 15731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -1733503.000000 Penalty: 3391.211914
	Iteration 1F: 3 clusters Score -1733503 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -1734066.500000 Penalty: 3391.211914
	Iteration 2Q: 3 clusters Score -1734066 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -1734703.500000 Penalty: 3391.211914
	Iteration 3Q: 3 clusters Score -1734704 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -1735456.125000 Penalty: 3391.211914
	Iteration 4Q: 3 clusters Score -1735456 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -1736410.875000 Penalty: 3391.211914
	Iteration 5F: 3 clusters Score -1736411 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -1737653.250000 Penalty: 3391.211914
	Iteration 6F: 3 clusters Score -1737653 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -1739228.000000 Penalty: 3391.211914
	Iteration 7F: 3 clusters Score -1739228 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -1740905.875000 Penalty: 3391.211914
	Iteration 8F: 3 clusters Score -1740906 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -1742213.250000 Penalty: 3391.211914
	Iteration 9F: 3 clusters Score -1742213 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -1742958.625000 Penalty: 3391.211914
	Iteration 10Q: 3 clusters Score -1742959 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -1743368.625000 Penalty: 3391.211914
	Iteration 11Q: 3 clusters Score -1743369 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -1743616.625000 Penalty: 3391.211914
	Iteration 12Q: 3 clusters Score -1743617 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -1743795.125000 Penalty: 3391.211914
	Iteration 13Q: 3 clusters Score -1743795 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -1743942.000000 Penalty: 3391.211914
	Iteration 14Q: 3 clusters Score -1743942 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -1744084.250000 Penalty: 3391.211914
	Iteration 15Q: 3 clusters Score -1744084 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -1744209.625000 Penalty: 3391.211914
	Iteration 16Q: 3 clusters Score -1744210 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -1744335.000000 Penalty: 3391.211914
	Iteration 17Q: 3 clusters Score -1744335 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -1744485.000000 Penalty: 3391.211914
	Iteration 18Q: 3 clusters Score -1744485 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -1744613.375000 Penalty: 3391.211914
	Iteration 19Q: 3 clusters Score -1744613 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -1744764.750000 Penalty: 3391.211914
	Iteration 20F: 3 clusters Score -1744765 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -1744890.625000 Penalty: 3391.211914
	Iteration 21Q: 3 clusters Score -1744891 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -1745007.875000 Penalty: 3391.211914
	Iteration 22Q: 3 clusters Score -1745008 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -1745119.500000 Penalty: 3391.211914
	Iteration 23Q: 3 clusters Score -1745120 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -1745208.500000 Penalty: 3391.211914
	Iteration 24Q: 3 clusters Score -1745208 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -1745299.875000 Penalty: 3391.211914
	Iteration 25Q: 3 clusters Score -1745300 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -1745351.875000 Penalty: 3391.211914
	Iteration 26Q: 3 clusters Score -1745352 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -1745401.500000 Penalty: 3391.211914
	Iteration 27Q: 3 clusters Score -1745402 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -1745441.750000 Penalty: 3391.211914
	Iteration 28Q: 3 clusters Score -1745442 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -1745492.500000 Penalty: 3391.211914
	Iteration 29Q: 3 clusters Score -1745492 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -1745540.125000 Penalty: 3391.211914
	Iteration 30Q: 3 clusters Score -1745540 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -1745571.125000 Penalty: 3391.211914
	Iteration 31Q: 3 clusters Score -1745571 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -1745593.250000 Penalty: 3391.211914
	Iteration 32Q: 3 clusters Score -1745593 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -1745609.875000 Penalty: 3391.211914
	Iteration 33Q: 3 clusters Score -1745610 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -1745634.625000 Penalty: 3391.211914
	Iteration 34Q: 3 clusters Score -1745635 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -1745662.625000 Penalty: 3391.211914
	Iteration 35Q: 3 clusters Score -1745663 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -1745686.125000 Penalty: 3391.211914
	Iteration 36Q: 3 clusters Score -1745686 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -1745714.000000 Penalty: 3391.211914
	Iteration 37Q: 3 clusters Score -1745714 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -1745739.750000 Penalty: 3391.211914
	Iteration 38Q: 3 clusters Score -1745740 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -1745756.000000 Penalty: 3391.211914
	Iteration 39Q: 3 clusters Score -1745756 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -1745779.625000 Penalty: 3391.211914
	Iteration 40F: 3 clusters Score -1745780 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -1745805.375000 Penalty: 3391.211914
	Iteration 41Q: 3 clusters Score -1745805 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -1745824.250000 Penalty: 3391.211914
	Iteration 42Q: 3 clusters Score -1745824 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -1745833.625000 Penalty: 3391.211914
	Iteration 43Q: 3 clusters Score -1745834 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -1745860.250000 Penalty: 3391.211914
	Iteration 44Q: 3 clusters Score -1745860 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -1745885.000000 Penalty: 3391.211914
	Iteration 45Q: 3 clusters Score -1745885 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -1745895.750000 Penalty: 3391.211914
	Iteration 46Q: 3 clusters Score -1745896 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -1745912.000000 Penalty: 3391.211914
	Iteration 47Q: 3 clusters Score -1745912 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -1745929.375000 Penalty: 3391.211914
	Iteration 48Q: 3 clusters Score -1745929 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -1745956.000000 Penalty: 3391.211914
	Iteration 49Q: 3 clusters Score -1745956 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -1745978.750000 Penalty: 3391.211914
	Iteration 50Q: 3 clusters Score -1745979 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -1745998.000000 Penalty: 3391.211914
	Iteration 51Q: 3 clusters Score -1745998 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -1746013.500000 Penalty: 3391.211914
	Iteration 52Q: 3 clusters Score -1746014 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -1746028.875000 Penalty: 3391.211914
	Iteration 53Q: 3 clusters Score -1746029 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -1746047.250000 Penalty: 3391.211914
	Iteration 54Q: 3 clusters Score -1746047 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -1746062.125000 Penalty: 3391.211914
	Iteration 55Q: 3 clusters Score -1746062 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -1746084.500000 Penalty: 3391.211914
	Iteration 56Q: 3 clusters Score -1746084 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -1746092.375000 Penalty: 3391.211914
	Iteration 57Q: 3 clusters Score -1746092 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -1746103.250000 Penalty: 3391.211914
	Iteration 58Q: 3 clusters Score -1746103 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -1746115.000000 Penalty: 3391.211914
	Iteration 59Q: 3 clusters Score -1746115 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -1746133.375000 Penalty: 3391.211914
	Iteration 60F: 3 clusters Score -1746133 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -1746135.500000 Penalty: 3391.211914
	Iteration 61Q: 3 clusters Score -1746136 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -1746145.500000 Penalty: 3391.211914
	Iteration 62Q: 3 clusters Score -1746146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -1746147.750000 Penalty: 3391.211914
	Iteration 63Q: 3 clusters Score -1746148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -1746151.750000 Penalty: 3391.211914
	Iteration 64Q: 3 clusters Score -1746152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -1746177.375000 Penalty: 3391.211914
	Iteration 65Q: 3 clusters Score -1746177 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -1746189.000000 Penalty: 3391.211914
	Iteration 66Q: 3 clusters Score -1746189 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -1746202.000000 Penalty: 3391.211914
	Iteration 67Q: 3 clusters Score -1746202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -1746206.375000 Penalty: 3391.211914
	Iteration 68Q: 3 clusters Score -1746206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -1746209.500000 Penalty: 3391.211914
	Iteration 69Q: 3 clusters Score -1746210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -1746216.375000 Penalty: 3391.211914
	Iteration 70Q: 3 clusters Score -1746216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -1746215.000000 Penalty: 3391.211914
	Iteration 71Q: 3 clusters Score -1746215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -1746215.500000 Penalty: 3391.211914
	Iteration 72Q: 3 clusters Score -1746216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -1746221.000000 Penalty: 3391.211914
	Iteration 73Q: 3 clusters Score -1746221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -1746226.750000 Penalty: 3391.211914
	Iteration 74Q: 3 clusters Score -1746227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -1746229.000000 Penalty: 3391.211914
	Iteration 75Q: 3 clusters Score -1746229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -1746228.875000 Penalty: 3391.211914
	Iteration 76Q: 3 clusters Score -1746229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -1746237.500000 Penalty: 3391.211914
	Iteration 77Q: 3 clusters Score -1746238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -1746239.125000 Penalty: 3391.211914
	Iteration 78Q: 3 clusters Score -1746239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -1746242.250000 Penalty: 3391.211914
	Iteration 79Q: 3 clusters Score -1746242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -1746243.000000 Penalty: 3391.211914
	Iteration 80F: 3 clusters Score -1746243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -1746245.875000 Penalty: 3391.211914
	Iteration 81Q: 3 clusters Score -1746246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -1746250.625000 Penalty: 3391.211914
	Iteration 82Q: 3 clusters Score -1746251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -1746253.625000 Penalty: 3391.211914
	Iteration 83Q: 3 clusters Score -1746254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -1746260.000000 Penalty: 3391.211914
	Iteration 84Q: 3 clusters Score -1746260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -1746261.375000 Penalty: 3391.211914
	Iteration 85Q: 3 clusters Score -1746261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -1746264.125000 Penalty: 3391.211914
	Iteration 86Q: 3 clusters Score -1746264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -1746265.375000 Penalty: 3391.211914
	Iteration 87Q: 3 clusters Score -1746265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -1746267.875000 Penalty: 3391.211914
	Iteration 88Q: 3 clusters Score -1746268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -1746273.250000 Penalty: 3391.211914
	Iteration 89Q: 3 clusters Score -1746273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -1746281.250000 Penalty: 3391.211914
	Iteration 90Q: 3 clusters Score -1746281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -1746286.000000 Penalty: 3391.211914
	Iteration 91Q: 3 clusters Score -1746286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -1746296.375000 Penalty: 3391.211914
	Iteration 92Q: 3 clusters Score -1746296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -1746303.625000 Penalty: 3391.211914
	Iteration 93Q: 3 clusters Score -1746304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -1746307.875000 Penalty: 3391.211914
	Iteration 94Q: 3 clusters Score -1746308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -1746316.000000 Penalty: 3391.211914
	Iteration 95Q: 3 clusters Score -1746316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -1746327.125000 Penalty: 3391.211914
	Iteration 96Q: 3 clusters Score -1746327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -1746332.000000 Penalty: 3391.211914
	Iteration 97Q: 3 clusters Score -1746332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -1746335.375000 Penalty: 3391.211914
	Iteration 98Q: 3 clusters Score -1746335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -1746342.875000 Penalty: 3391.211914
	Iteration 99Q: 3 clusters Score -1746343 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -1746348.625000 Penalty: 3391.211914
	Iteration 100F: 3 clusters Score -1746349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -1746354.000000 Penalty: 3391.211914
	Iteration 101Q: 3 clusters Score -1746354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -1746357.500000 Penalty: 3391.211914
	Iteration 102Q: 3 clusters Score -1746358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -1746358.125000 Penalty: 3391.211914
	Iteration 103Q: 3 clusters Score -1746358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -1746360.750000 Penalty: 3391.211914
	Iteration 104Q: 3 clusters Score -1746361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -1746363.875000 Penalty: 3391.211914
	Iteration 105Q: 3 clusters Score -1746364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -1746366.750000 Penalty: 3391.211914
	Iteration 106Q: 3 clusters Score -1746367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -1746370.500000 Penalty: 3391.211914
	Iteration 107Q: 3 clusters Score -1746370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -1746370.250000 Penalty: 3391.211914
	Iteration 108Q: 3 clusters Score -1746370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -1746369.000000 Penalty: 3391.211914
	Iteration 109Q: 3 clusters Score -1746369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -1746369.000000 Penalty: 3391.211914
	Iteration 110F: 3 clusters Score -1746369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Entering Unmasked Estep 
Score: -429641.312500 Penalty: 1471.755371
	Iteration 0F: 2 clusters Score -429641.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -423396.187500 Penalty: 2943.510742
	Iteration 0F: 3 clusters Score -423396.2 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -425734.031250 Penalty: 2943.510742
	Iteration 1F: 3 clusters Score -425734 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -426159.406250 Penalty: 2943.510742
	Iteration 2F: 3 clusters Score -426159.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -426458.531250 Penalty: 2943.510742
	Iteration 3F: 3 clusters Score -426458.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -426689.312500 Penalty: 2943.510742
	Iteration 4F: 3 clusters Score -426689.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -426870.968750 Penalty: 2943.510742
	Iteration 5Q: 3 clusters Score -426871 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -427026.468750 Penalty: 2943.510742
	Iteration 6Q: 3 clusters Score -427026.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -427174.500000 Penalty: 2943.510742
	Iteration 7Q: 3 clusters Score -427174.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -427304.500000 Penalty: 2943.510742
	Iteration 8Q: 3 clusters Score -427304.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -427414.187500 Penalty: 2943.510742
	Iteration 9Q: 3 clusters Score -427414.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -427548.062500 Penalty: 2943.510742
	Iteration 10Q: 3 clusters Score -427548.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -427688.281250 Penalty: 2943.510742
	Iteration 11Q: 3 clusters Score -427688.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -427828.656250 Penalty: 2943.510742
	Iteration 12Q: 3 clusters Score -427828.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -427980.093750 Penalty: 2943.510742
	Iteration 13Q: 3 clusters Score -427980.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -428103.437500 Penalty: 2943.510742
	Iteration 14Q: 3 clusters Score -428103.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -428233.562500 Penalty: 2943.510742
	Iteration 15Q: 3 clusters Score -428233.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -428378.250000 Penalty: 2943.510742
	Iteration 16Q: 3 clusters Score -428378.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -428493.125000 Penalty: 2943.510742
	Iteration 17Q: 3 clusters Score -428493.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -428622.250000 Penalty: 2943.510742
	Iteration 18Q: 3 clusters Score -428622.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -428720.937500 Penalty: 2943.510742
	Iteration 19Q: 3 clusters Score -428720.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -428798.187500 Penalty: 2943.510742
	Iteration 20F: 3 clusters Score -428798.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -428853.875000 Penalty: 2943.510742
	Iteration 21Q: 3 clusters Score -428853.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -428897.593750 Penalty: 2943.510742
	Iteration 22Q: 3 clusters Score -428897.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -428922.687500 Penalty: 2943.510742
	Iteration 23Q: 3 clusters Score -428922.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -428936.718750 Penalty: 2943.510742
	Iteration 24Q: 3 clusters Score -428936.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -428944.218750 Penalty: 2943.510742
	Iteration 25Q: 3 clusters Score -428944.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -428949.031250 Penalty: 2943.510742
	Iteration 26Q: 3 clusters Score -428949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -428953.250000 Penalty: 2943.510742
	Iteration 27Q: 3 clusters Score -428953.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -428958.312500 Penalty: 2943.510742
	Iteration 28Q: 3 clusters Score -428958.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -428962.781250 Penalty: 2943.510742
	Iteration 29Q: 3 clusters Score -428962.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -428966.312500 Penalty: 2943.510742
	Iteration 30Q: 3 clusters Score -428966.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -428971.593750 Penalty: 2943.510742
	Iteration 31Q: 3 clusters Score -428971.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -428973.500000 Penalty: 2943.510742
	Iteration 32Q: 3 clusters Score -428973.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -428974.906250 Penalty: 2943.510742
	Iteration 33Q: 3 clusters Score -428974.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -428975.625000 Penalty: 2943.510742
	Iteration 34Q: 3 clusters Score -428975.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -428977.781250 Penalty: 2943.510742
	Iteration 35Q: 3 clusters Score -428977.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -428978.593750 Penalty: 2943.510742
	Iteration 36Q: 3 clusters Score -428978.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -428978.593750 Penalty: 2943.510742
	Iteration 37F: 3 clusters Score -428978.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Entering Unmasked Estep 
Score: -358511.406250 Penalty: 1434.939453
	Iteration 0F: 2 clusters Score -358511.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -353373.937500 Penalty: 2869.878906
	Iteration 0F: 3 clusters Score -353373.9 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -354884.687500 Penalty: 2869.878906
	Iteration 1F: 3 clusters Score -354884.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -355123.625000 Penalty: 2869.878906
	Iteration 2F: 3 clusters Score -355123.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -355342.625000 Penalty: 2869.878906
	Iteration 3F: 3 clusters Score -355342.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -355554.437500 Penalty: 2869.878906
	Iteration 4F: 3 clusters Score -355554.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -355766.468750 Penalty: 2869.878906
	Iteration 5F: 3 clusters Score -355766.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -356031.312500 Penalty: 2869.878906
	Iteration 6F: 3 clusters Score -356031.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -356330.906250 Penalty: 2869.878906
	Iteration 7F: 3 clusters Score -356330.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -356557.000000 Penalty: 2869.878906
	Iteration 8Q: 3 clusters Score -356557 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -356725.812500 Penalty: 2869.878906
	Iteration 9Q: 3 clusters Score -356725.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -356880.531250 Penalty: 2869.878906
	Iteration 10Q: 3 clusters Score -356880.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -356999.718750 Penalty: 2869.878906
	Iteration 11Q: 3 clusters Score -356999.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -357102.156250 Penalty: 2869.878906
	Iteration 12Q: 3 clusters Score -357102.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -357174.375000 Penalty: 2869.878906
	Iteration 13Q: 3 clusters Score -357174.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -357223.562500 Penalty: 2869.878906
	Iteration 14Q: 3 clusters Score -357223.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -357240.875000 Penalty: 2869.878906
	Iteration 15Q: 3 clusters Score -357240.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -357258.687500 Penalty: 2869.878906
	Iteration 16Q: 3 clusters Score -357258.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -357274.437500 Penalty: 2869.878906
	Iteration 17Q: 3 clusters Score -357274.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -357286.687500 Penalty: 2869.878906
	Iteration 18Q: 3 clusters Score -357286.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -357298.343750 Penalty: 2869.878906
	Iteration 19Q: 3 clusters Score -357298.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -357307.343750 Penalty: 2869.878906
	Iteration 20F: 3 clusters Score -357307.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -357315.718750 Penalty: 2869.878906
	Iteration 21Q: 3 clusters Score -357315.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -357319.062500 Penalty: 2869.878906
	Iteration 22Q: 3 clusters Score -357319.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -357320.281250 Penalty: 2869.878906
	Iteration 23Q: 3 clusters Score -357320.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -357320.500000 Penalty: 2869.878906
	Iteration 24Q: 3 clusters Score -357320.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -357321.125000 Penalty: 2869.878906
	Iteration 25Q: 3 clusters Score -357321.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -357321.125000 Penalty: 2869.878906
	Iteration 26F: 3 clusters Score -357321.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Entering Unmasked Estep 
Score: -43846.656250 Penalty: 1119.061401
	Iteration 0F: 2 clusters Score -43846.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -42405.625000 Penalty: 2238.122803
	Iteration 0F: 3 clusters Score -42405.62 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -42624.539062 Penalty: 2238.122803
	Iteration 1F: 3 clusters Score -42624.54 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -42688.015625 Penalty: 2238.122803
	Iteration 2F: 3 clusters Score -42688.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -42735.511719 Penalty: 2238.122803
	Iteration 3Q: 3 clusters Score -42735.51 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -42763.000000 Penalty: 2238.122803
	Iteration 4Q: 3 clusters Score -42763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -42776.242188 Penalty: 2238.122803
	Iteration 5Q: 3 clusters Score -42776.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -42786.261719 Penalty: 2238.122803
	Iteration 6Q: 3 clusters Score -42786.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -42790.714844 Penalty: 2238.122803
	Iteration 7Q: 3 clusters Score -42790.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -42792.851562 Penalty: 2238.122803
	Iteration 8Q: 3 clusters Score -42792.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -42794.351562 Penalty: 2238.122803
	Iteration 9Q: 3 clusters Score -42794.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -42794.351562 Penalty: 2238.122803
	Iteration 10F: 3 clusters Score -42794.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Entering Unmasked Estep 
Score: -213705.671875 Penalty: 1363.529297
	Iteration 0F: 2 clusters Score -213705.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -210156.921875 Penalty: 2727.058594
	Iteration 0F: 3 clusters Score -210156.9 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -211148.468750 Penalty: 2727.058594
	Iteration 1F: 3 clusters Score -211148.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -211352.562500 Penalty: 2727.058594
	Iteration 2F: 3 clusters Score -211352.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -211523.453125 Penalty: 2727.058594
	Iteration 3F: 3 clusters Score -211523.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -211686.953125 Penalty: 2727.058594
	Iteration 4Q: 3 clusters Score -211687 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -211872.765625 Penalty: 2727.058594
	Iteration 5Q: 3 clusters Score -211872.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -212080.843750 Penalty: 2727.058594
	Iteration 6F: 3 clusters Score -212080.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -212276.796875 Penalty: 2727.058594
	Iteration 7F: 3 clusters Score -212276.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -212462.218750 Penalty: 2727.058594
	Iteration 8Q: 3 clusters Score -212462.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -212638.562500 Penalty: 2727.058594
	Iteration 9Q: 3 clusters Score -212638.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -212792.718750 Penalty: 2727.058594
	Iteration 10Q: 3 clusters Score -212792.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -212913.000000 Penalty: 2727.058594
	Iteration 11Q: 3 clusters Score -212913 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -212993.859375 Penalty: 2727.058594
	Iteration 12Q: 3 clusters Score -212993.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -213039.765625 Penalty: 2727.058594
	Iteration 13Q: 3 clusters Score -213039.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -213081.640625 Penalty: 2727.058594
	Iteration 14Q: 3 clusters Score -213081.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -213120.546875 Penalty: 2727.058594
	Iteration 15Q: 3 clusters Score -213120.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -213153.640625 Penalty: 2727.058594
	Iteration 16Q: 3 clusters Score -213153.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -213184.953125 Penalty: 2727.058594
	Iteration 17Q: 3 clusters Score -213185 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -213219.796875 Penalty: 2727.058594
	Iteration 18Q: 3 clusters Score -213219.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -213239.093750 Penalty: 2727.058594
	Iteration 19Q: 3 clusters Score -213239.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -213246.078125 Penalty: 2727.058594
	Iteration 20F: 3 clusters Score -213246.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -213252.484375 Penalty: 2727.058594
	Iteration 21Q: 3 clusters Score -213252.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -213257.218750 Penalty: 2727.058594
	Iteration 22Q: 3 clusters Score -213257.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -213258.453125 Penalty: 2727.058594
	Iteration 23Q: 3 clusters Score -213258.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -213259.812500 Penalty: 2727.058594
	Iteration 24Q: 3 clusters Score -213259.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -213260.734375 Penalty: 2727.058594
	Iteration 25Q: 3 clusters Score -213260.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -213261.328125 Penalty: 2727.058594
	Iteration 26Q: 3 clusters Score -213261.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -213261.906250 Penalty: 2727.058594
	Iteration 27Q: 3 clusters Score -213261.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -213261.984375 Penalty: 2727.058594
	Iteration 28Q: 3 clusters Score -213262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -213261.984375 Penalty: 2727.058594
	Iteration 29F: 3 clusters Score -213262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Entering Unmasked Estep 
Score: -499816.718750 Penalty: 1481.800659
	Iteration 0F: 2 clusters Score -499816.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -493212.812500 Penalty: 2963.601318
	Iteration 0F: 3 clusters Score -493212.8 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -495323.218750 Penalty: 2963.601318
	Iteration 1F: 3 clusters Score -495323.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -495528.312500 Penalty: 2963.601318
	Iteration 2F: 3 clusters Score -495528.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -495690.562500 Penalty: 2963.601318
	Iteration 3Q: 3 clusters Score -495690.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -495820.781250 Penalty: 2963.601318
	Iteration 4Q: 3 clusters Score -495820.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -495929.562500 Penalty: 2963.601318
	Iteration 5Q: 3 clusters Score -495929.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -496043.187500 Penalty: 2963.601318
	Iteration 6Q: 3 clusters Score -496043.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -496185.343750 Penalty: 2963.601318
	Iteration 7Q: 3 clusters Score -496185.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -496360.968750 Penalty: 2963.601318
	Iteration 8Q: 3 clusters Score -496361 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -496598.937500 Penalty: 2963.601318
	Iteration 9Q: 3 clusters Score -496598.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -496873.687500 Penalty: 2963.601318
	Iteration 10Q: 3 clusters Score -496873.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -497174.125000 Penalty: 2963.601318
	Iteration 11Q: 3 clusters Score -497174.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -497477.687500 Penalty: 2963.601318
	Iteration 12Q: 3 clusters Score -497477.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -497707.218750 Penalty: 2963.601318
	Iteration 13Q: 3 clusters Score -497707.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -497910.937500 Penalty: 2963.601318
	Iteration 14Q: 3 clusters Score -497910.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -498084.593750 Penalty: 2963.601318
	Iteration 15Q: 3 clusters Score -498084.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -498216.312500 Penalty: 2963.601318
	Iteration 16Q: 3 clusters Score -498216.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -498309.750000 Penalty: 2963.601318
	Iteration 17Q: 3 clusters Score -498309.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -498371.468750 Penalty: 2963.601318
	Iteration 18Q: 3 clusters Score -498371.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -498408.156250 Penalty: 2963.601318
	Iteration 19Q: 3 clusters Score -498408.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -498437.500000 Penalty: 2963.601318
	Iteration 20F: 3 clusters Score -498437.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -498461.187500 Penalty: 2963.601318
	Iteration 21Q: 3 clusters Score -498461.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -498480.343750 Penalty: 2963.601318
	Iteration 22Q: 3 clusters Score -498480.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -498493.562500 Penalty: 2963.601318
	Iteration 23Q: 3 clusters Score -498493.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -498507.593750 Penalty: 2963.601318
	Iteration 24Q: 3 clusters Score -498507.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -498514.812500 Penalty: 2963.601318
	Iteration 25Q: 3 clusters Score -498514.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -498520.781250 Penalty: 2963.601318
	Iteration 26Q: 3 clusters Score -498520.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -498526.562500 Penalty: 2963.601318
	Iteration 27Q: 3 clusters Score -498526.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -498533.437500 Penalty: 2963.601318
	Iteration 28Q: 3 clusters Score -498533.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -498540.843750 Penalty: 2963.601318
	Iteration 29Q: 3 clusters Score -498540.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -498546.531250 Penalty: 2963.601318
	Iteration 30Q: 3 clusters Score -498546.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -498548.093750 Penalty: 2963.601318
	Iteration 31Q: 3 clusters Score -498548.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -498548.687500 Penalty: 2963.601318
	Iteration 32Q: 3 clusters Score -498548.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -498550.687500 Penalty: 2963.601318
	Iteration 33Q: 3 clusters Score -498550.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -498552.031250 Penalty: 2963.601318
	Iteration 34Q: 3 clusters Score -498552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -498555.687500 Penalty: 2963.601318
	Iteration 35Q: 3 clusters Score -498555.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -498557.375000 Penalty: 2963.601318
	Iteration 36Q: 3 clusters Score -498557.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -498557.375000 Penalty: 2963.601318
	Iteration 37F: 3 clusters Score -498557.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Entering Unmasked Estep 
Score: -2320930.500000 Penalty: 1731.953613
	Iteration 0F: 2 clusters Score -2320930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -2292567.250000 Penalty: 3463.907227
	Iteration 0F: 3 clusters Score -2292567 nChanged 19776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -2303701.250000 Penalty: 3463.907227
	Iteration 1F: 3 clusters Score -2303701 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2304437.250000 Penalty: 3463.907227
	Iteration 2Q: 3 clusters Score -2304437 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2305235.000000 Penalty: 3463.907227
	Iteration 3Q: 3 clusters Score -2305235 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2306217.000000 Penalty: 3463.907227
	Iteration 4Q: 3 clusters Score -2306217 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2307542.750000 Penalty: 3463.907227
	Iteration 5F: 3 clusters Score -2307543 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2309291.250000 Penalty: 3463.907227
	Iteration 6F: 3 clusters Score -2309291 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2311335.750000 Penalty: 3463.907227
	Iteration 7F: 3 clusters Score -2311336 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2313582.250000 Penalty: 3463.907227
	Iteration 8F: 3 clusters Score -2313582 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2315665.750000 Penalty: 3463.907227
	Iteration 9F: 3 clusters Score -2315666 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2317129.750000 Penalty: 3463.907227
	Iteration 10Q: 3 clusters Score -2317130 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2318133.250000 Penalty: 3463.907227
	Iteration 11Q: 3 clusters Score -2318133 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2318693.500000 Penalty: 3463.907227
	Iteration 12Q: 3 clusters Score -2318694 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2319014.000000 Penalty: 3463.907227
	Iteration 13Q: 3 clusters Score -2319014 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2319182.500000 Penalty: 3463.907227
	Iteration 14Q: 3 clusters Score -2319182 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2319301.000000 Penalty: 3463.907227
	Iteration 15Q: 3 clusters Score -2319301 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2319344.250000 Penalty: 3463.907227
	Iteration 16Q: 3 clusters Score -2319344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2319367.250000 Penalty: 3463.907227
	Iteration 17Q: 3 clusters Score -2319367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2319383.250000 Penalty: 3463.907227
	Iteration 18Q: 3 clusters Score -2319383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2319403.500000 Penalty: 3463.907227
	Iteration 19Q: 3 clusters Score -2319404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2319425.000000 Penalty: 3463.907227
	Iteration 20F: 3 clusters Score -2319425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2319430.750000 Penalty: 3463.907227
	Iteration 21Q: 3 clusters Score -2319431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2319438.000000 Penalty: 3463.907227
	Iteration 22Q: 3 clusters Score -2319438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2319440.000000 Penalty: 3463.907227
	Iteration 23Q: 3 clusters Score -2319440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2319440.000000 Penalty: 3463.907227
	Iteration 24F: 3 clusters Score -2319440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Entering Unmasked Estep 
Score: -721321.937500 Penalty: 1563.701904
	Iteration 0F: 2 clusters Score -721321.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -710885.312500 Penalty: 3127.403809
	Iteration 0F: 3 clusters Score -710885.3 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -714560.500000 Penalty: 3127.403809
	Iteration 1F: 3 clusters Score -714560.5 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -715077.750000 Penalty: 3127.403809
	Iteration 2F: 3 clusters Score -715077.8 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -715813.375000 Penalty: 3127.403809
	Iteration 3F: 3 clusters Score -715813.4 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -716760.500000 Penalty: 3127.403809
	Iteration 4F: 3 clusters Score -716760.5 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -717642.187500 Penalty: 3127.403809
	Iteration 5F: 3 clusters Score -717642.2 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -718325.562500 Penalty: 3127.403809
	Iteration 6F: 3 clusters Score -718325.6 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -718818.312500 Penalty: 3127.403809
	Iteration 7F: 3 clusters Score -718818.3 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -719124.687500 Penalty: 3127.403809
	Iteration 8Q: 3 clusters Score -719124.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -719325.625000 Penalty: 3127.403809
	Iteration 9Q: 3 clusters Score -719325.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -719446.875000 Penalty: 3127.403809
	Iteration 10Q: 3 clusters Score -719446.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -719541.250000 Penalty: 3127.403809
	Iteration 11Q: 3 clusters Score -719541.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -719623.125000 Penalty: 3127.403809
	Iteration 12Q: 3 clusters Score -719623.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -719684.375000 Penalty: 3127.403809
	Iteration 13Q: 3 clusters Score -719684.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -719738.375000 Penalty: 3127.403809
	Iteration 14Q: 3 clusters Score -719738.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -719790.437500 Penalty: 3127.403809
	Iteration 15Q: 3 clusters Score -719790.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -719836.437500 Penalty: 3127.403809
	Iteration 16Q: 3 clusters Score -719836.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -719879.875000 Penalty: 3127.403809
	Iteration 17Q: 3 clusters Score -719879.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -719916.312500 Penalty: 3127.403809
	Iteration 18Q: 3 clusters Score -719916.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -719937.625000 Penalty: 3127.403809
	Iteration 19Q: 3 clusters Score -719937.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -719958.812500 Penalty: 3127.403809
	Iteration 20F: 3 clusters Score -719958.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -719980.500000 Penalty: 3127.403809
	Iteration 21Q: 3 clusters Score -719980.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -719999.187500 Penalty: 3127.403809
	Iteration 22Q: 3 clusters Score -719999.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -720013.375000 Penalty: 3127.403809
	Iteration 23Q: 3 clusters Score -720013.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -720025.625000 Penalty: 3127.403809
	Iteration 24Q: 3 clusters Score -720025.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -720034.187500 Penalty: 3127.403809
	Iteration 25Q: 3 clusters Score -720034.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -720045.875000 Penalty: 3127.403809
	Iteration 26Q: 3 clusters Score -720045.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -720056.187500 Penalty: 3127.403809
	Iteration 27Q: 3 clusters Score -720056.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -720067.187500 Penalty: 3127.403809
	Iteration 28Q: 3 clusters Score -720067.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -720076.125000 Penalty: 3127.403809
	Iteration 29Q: 3 clusters Score -720076.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -720087.750000 Penalty: 3127.403809
	Iteration 30Q: 3 clusters Score -720087.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -720096.750000 Penalty: 3127.403809
	Iteration 31Q: 3 clusters Score -720096.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -720105.437500 Penalty: 3127.403809
	Iteration 32Q: 3 clusters Score -720105.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -720104.625000 Penalty: 3127.403809
	Iteration 33Q: 3 clusters Score -720104.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -720109.750000 Penalty: 3127.403809
	Iteration 34Q: 3 clusters Score -720109.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -720113.687500 Penalty: 3127.403809
	Iteration 35Q: 3 clusters Score -720113.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -720114.812500 Penalty: 3127.403809
	Iteration 36Q: 3 clusters Score -720114.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -720120.812500 Penalty: 3127.403809
	Iteration 37Q: 3 clusters Score -720120.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -720119.375000 Penalty: 3127.403809
	Iteration 38Q: 3 clusters Score -720119.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -720123.500000 Penalty: 3127.403809
	Iteration 39Q: 3 clusters Score -720123.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -720120.687500 Penalty: 3127.403809
	Iteration 40F: 3 clusters Score -720120.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -720124.000000 Penalty: 3127.403809
	Iteration 41Q: 3 clusters Score -720124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -720125.187500 Penalty: 3127.403809
	Iteration 42Q: 3 clusters Score -720125.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -720123.500000 Penalty: 3127.403809
	Iteration 43Q: 3 clusters Score -720123.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -720125.500000 Penalty: 3127.403809
	Iteration 44Q: 3 clusters Score -720125.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -720124.000000 Penalty: 3127.403809
	Iteration 45Q: 3 clusters Score -720124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -720126.562500 Penalty: 3127.403809
	Iteration 46Q: 3 clusters Score -720126.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -720127.375000 Penalty: 3127.403809
	Iteration 47Q: 3 clusters Score -720127.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -720127.375000 Penalty: 3127.403809
	Iteration 48F: 3 clusters Score -720127.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Entering Unmasked Estep 
Score: -138111.593750 Penalty: 1296.364014
	Iteration 0F: 2 clusters Score -138111.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -135418.062500 Penalty: 2592.728027
	Iteration 0F: 3 clusters Score -135418.1 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -136162.687500 Penalty: 2592.728027
	Iteration 1F: 3 clusters Score -136162.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -136413.937500 Penalty: 2592.728027
	Iteration 2F: 3 clusters Score -136413.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -136628.156250 Penalty: 2592.728027
	Iteration 3F: 3 clusters Score -136628.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -136916.640625 Penalty: 2592.728027
	Iteration 4F: 3 clusters Score -136916.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -137240.609375 Penalty: 2592.728027
	Iteration 5F: 3 clusters Score -137240.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -137492.671875 Penalty: 2592.728027
	Iteration 6F: 3 clusters Score -137492.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -137674.312500 Penalty: 2592.728027
	Iteration 7F: 3 clusters Score -137674.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -137772.968750 Penalty: 2592.728027
	Iteration 8Q: 3 clusters Score -137773 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -137830.703125 Penalty: 2592.728027
	Iteration 9Q: 3 clusters Score -137830.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -137862.531250 Penalty: 2592.728027
	Iteration 10Q: 3 clusters Score -137862.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -137888.359375 Penalty: 2592.728027
	Iteration 11Q: 3 clusters Score -137888.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -137911.312500 Penalty: 2592.728027
	Iteration 12Q: 3 clusters Score -137911.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -137934.437500 Penalty: 2592.728027
	Iteration 13Q: 3 clusters Score -137934.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -137957.218750 Penalty: 2592.728027
	Iteration 14Q: 3 clusters Score -137957.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -137978.750000 Penalty: 2592.728027
	Iteration 15Q: 3 clusters Score -137978.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -138003.406250 Penalty: 2592.728027
	Iteration 16Q: 3 clusters Score -138003.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -138026.578125 Penalty: 2592.728027
	Iteration 17Q: 3 clusters Score -138026.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -138050.484375 Penalty: 2592.728027
	Iteration 18Q: 3 clusters Score -138050.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -138063.500000 Penalty: 2592.728027
	Iteration 19Q: 3 clusters Score -138063.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -138071.843750 Penalty: 2592.728027
	Iteration 20F: 3 clusters Score -138071.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -138077.000000 Penalty: 2592.728027
	Iteration 21Q: 3 clusters Score -138077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -138079.984375 Penalty: 2592.728027
	Iteration 22Q: 3 clusters Score -138080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -138081.375000 Penalty: 2592.728027
	Iteration 23Q: 3 clusters Score -138081.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -138081.750000 Penalty: 2592.728027
	Iteration 24Q: 3 clusters Score -138081.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -138082.281250 Penalty: 2592.728027
	Iteration 25Q: 3 clusters Score -138082.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -138082.281250 Penalty: 2592.728027
	Iteration 26F: 3 clusters Score -138082.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Entering Unmasked Estep 
Score: -55511.324219 Penalty: 1158.640991
	Iteration 0F: 2 clusters Score -55511.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -53924.140625 Penalty: 2317.281982
	Iteration 0F: 3 clusters Score -53924.14 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -54317.718750 Penalty: 2317.281982
	Iteration 1F: 3 clusters Score -54317.72 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -54586.328125 Penalty: 2317.281982
	Iteration 2F: 3 clusters Score -54586.33 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -54905.101562 Penalty: 2317.281982
	Iteration 3F: 3 clusters Score -54905.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -55060.921875 Penalty: 2317.281982
	Iteration 4F: 3 clusters Score -55060.92 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -55205.054688 Penalty: 2317.281982
	Iteration 5Q: 3 clusters Score -55205.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -55341.843750 Penalty: 2317.281982
	Iteration 6Q: 3 clusters Score -55341.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -55430.214844 Penalty: 2317.281982
	Iteration 7Q: 3 clusters Score -55430.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -55458.421875 Penalty: 2317.281982
	Iteration 8Q: 3 clusters Score -55458.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -55472.238281 Penalty: 2317.281982
	Iteration 9Q: 3 clusters Score -55472.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -55482.613281 Penalty: 2317.281982
	Iteration 10Q: 3 clusters Score -55482.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -55487.984375 Penalty: 2317.281982
	Iteration 11Q: 3 clusters Score -55487.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -55489.402344 Penalty: 2317.281982
	Iteration 12Q: 3 clusters Score -55489.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -55492.675781 Penalty: 2317.281982
	Iteration 13F: 3 clusters Score -55492.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -55498.863281 Penalty: 2317.281982
	Iteration 14Q: 3 clusters Score -55498.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -55500.894531 Penalty: 2317.281982
	Iteration 15Q: 3 clusters Score -55500.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -55504.191406 Penalty: 2317.281982
	Iteration 16Q: 3 clusters Score -55504.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -55505.460938 Penalty: 2317.281982
	Iteration 17Q: 3 clusters Score -55505.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -55506.574219 Penalty: 2317.281982
	Iteration 18Q: 3 clusters Score -55506.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -55506.574219 Penalty: 2317.281982
	Iteration 19F: 3 clusters Score -55506.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Entering Unmasked Estep 
Score: -464335.031250 Penalty: 1495.947510
	Iteration 0F: 2 clusters Score -464335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -457190.156250 Penalty: 2991.895020
	Iteration 0F: 3 clusters Score -457190.2 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -459497.156250 Penalty: 2991.895020
	Iteration 1F: 3 clusters Score -459497.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -459762.968750 Penalty: 2991.895020
	Iteration 2F: 3 clusters Score -459763 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -460016.062500 Penalty: 2991.895020
	Iteration 3F: 3 clusters Score -460016.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -460276.343750 Penalty: 2991.895020
	Iteration 4F: 3 clusters Score -460276.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -460569.281250 Penalty: 2991.895020
	Iteration 5Q: 3 clusters Score -460569.3 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -460907.125000 Penalty: 2991.895020
	Iteration 6F: 3 clusters Score -460907.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -461321.375000 Penalty: 2991.895020
	Iteration 7F: 3 clusters Score -461321.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -461750.062500 Penalty: 2991.895020
	Iteration 8F: 3 clusters Score -461750.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -462104.968750 Penalty: 2991.895020
	Iteration 9Q: 3 clusters Score -462105 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -462384.062500 Penalty: 2991.895020
	Iteration 10Q: 3 clusters Score -462384.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -462585.031250 Penalty: 2991.895020
	Iteration 11Q: 3 clusters Score -462585 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -462735.062500 Penalty: 2991.895020
	Iteration 12Q: 3 clusters Score -462735.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -462829.437500 Penalty: 2991.895020
	Iteration 13Q: 3 clusters Score -462829.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -462893.343750 Penalty: 2991.895020
	Iteration 14Q: 3 clusters Score -462893.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -462932.875000 Penalty: 2991.895020
	Iteration 15Q: 3 clusters Score -462932.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -462961.750000 Penalty: 2991.895020
	Iteration 16Q: 3 clusters Score -462961.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -462988.875000 Penalty: 2991.895020
	Iteration 17Q: 3 clusters Score -462988.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -463012.031250 Penalty: 2991.895020
	Iteration 18Q: 3 clusters Score -463012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -463028.000000 Penalty: 2991.895020
	Iteration 19Q: 3 clusters Score -463028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -463035.812500 Penalty: 2991.895020
	Iteration 20F: 3 clusters Score -463035.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -463043.031250 Penalty: 2991.895020
	Iteration 21Q: 3 clusters Score -463043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -463051.062500 Penalty: 2991.895020
	Iteration 22Q: 3 clusters Score -463051.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -463056.125000 Penalty: 2991.895020
	Iteration 23Q: 3 clusters Score -463056.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -463060.312500 Penalty: 2991.895020
	Iteration 24Q: 3 clusters Score -463060.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -463066.093750 Penalty: 2991.895020
	Iteration 25Q: 3 clusters Score -463066.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -463067.312500 Penalty: 2991.895020
	Iteration 26Q: 3 clusters Score -463067.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -463067.312500 Penalty: 2991.895020
	Iteration 27F: 3 clusters Score -463067.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Entering Unmasked Estep 
Score: -108124.703125 Penalty: 1295.357544
	Iteration 0F: 2 clusters Score -108124.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -105495.437500 Penalty: 2590.715088
	Iteration 0F: 3 clusters Score -105495.4 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -106223.179688 Penalty: 2590.715088
	Iteration 1F: 3 clusters Score -106223.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -106475.234375 Penalty: 2590.715088
	Iteration 2F: 3 clusters Score -106475.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -106695.421875 Penalty: 2590.715088
	Iteration 3F: 3 clusters Score -106695.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -106887.554688 Penalty: 2590.715088
	Iteration 4F: 3 clusters Score -106887.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -107075.812500 Penalty: 2590.715088
	Iteration 5F: 3 clusters Score -107075.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -107243.921875 Penalty: 2590.715088
	Iteration 6F: 3 clusters Score -107243.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -107348.218750 Penalty: 2590.715088
	Iteration 7Q: 3 clusters Score -107348.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -107429.226562 Penalty: 2590.715088
	Iteration 8Q: 3 clusters Score -107429.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -107494.414062 Penalty: 2590.715088
	Iteration 9Q: 3 clusters Score -107494.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -107532.171875 Penalty: 2590.715088
	Iteration 10Q: 3 clusters Score -107532.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -107563.859375 Penalty: 2590.715088
	Iteration 11Q: 3 clusters Score -107563.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -107590.468750 Penalty: 2590.715088
	Iteration 12Q: 3 clusters Score -107590.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -107606.562500 Penalty: 2590.715088
	Iteration 13Q: 3 clusters Score -107606.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -107622.570312 Penalty: 2590.715088
	Iteration 14Q: 3 clusters Score -107622.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -107638.679688 Penalty: 2590.715088
	Iteration 15Q: 3 clusters Score -107638.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -107653.578125 Penalty: 2590.715088
	Iteration 16Q: 3 clusters Score -107653.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -107665.578125 Penalty: 2590.715088
	Iteration 17Q: 3 clusters Score -107665.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -107676.445312 Penalty: 2590.715088
	Iteration 18Q: 3 clusters Score -107676.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -107684.531250 Penalty: 2590.715088
	Iteration 19Q: 3 clusters Score -107684.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -107687.484375 Penalty: 2590.715088
	Iteration 20F: 3 clusters Score -107687.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -107693.609375 Penalty: 2590.715088
	Iteration 21Q: 3 clusters Score -107693.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -107706.296875 Penalty: 2590.715088
	Iteration 22Q: 3 clusters Score -107706.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -107715.695312 Penalty: 2590.715088
	Iteration 23Q: 3 clusters Score -107715.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -107719.789062 Penalty: 2590.715088
	Iteration 24Q: 3 clusters Score -107719.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -107721.031250 Penalty: 2590.715088
	Iteration 25Q: 3 clusters Score -107721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -107723.898438 Penalty: 2590.715088
	Iteration 26Q: 3 clusters Score -107723.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -107728.828125 Penalty: 2590.715088
	Iteration 27Q: 3 clusters Score -107728.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -107732.820312 Penalty: 2590.715088
	Iteration 28Q: 3 clusters Score -107732.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -107735.195312 Penalty: 2590.715088
	Iteration 29Q: 3 clusters Score -107735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -107737.867188 Penalty: 2590.715088
	Iteration 30Q: 3 clusters Score -107737.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -107738.570312 Penalty: 2590.715088
	Iteration 31Q: 3 clusters Score -107738.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -107738.984375 Penalty: 2590.715088
	Iteration 32Q: 3 clusters Score -107739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -107740.218750 Penalty: 2590.715088
	Iteration 33Q: 3 clusters Score -107740.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -107742.273438 Penalty: 2590.715088
	Iteration 34Q: 3 clusters Score -107742.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -107747.335938 Penalty: 2590.715088
	Iteration 35Q: 3 clusters Score -107747.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -107750.835938 Penalty: 2590.715088
	Iteration 36Q: 3 clusters Score -107750.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -107752.554688 Penalty: 2590.715088
	Iteration 37Q: 3 clusters Score -107752.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -107752.890625 Penalty: 2590.715088
	Iteration 38Q: 3 clusters Score -107752.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -107752.890625 Penalty: 2590.715088
	Iteration 39F: 3 clusters Score -107752.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Entering Unmasked Estep 
Score: -393278.687500 Penalty: 1462.698730
	Iteration 0F: 2 clusters Score -393278.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -387355.718750 Penalty: 2925.397461
	Iteration 0F: 3 clusters Score -387355.7 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -389187.562500 Penalty: 2925.397461
	Iteration 1F: 3 clusters Score -389187.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -389561.531250 Penalty: 2925.397461
	Iteration 2F: 3 clusters Score -389561.5 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -389947.406250 Penalty: 2925.397461
	Iteration 3F: 3 clusters Score -389947.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -390455.968750 Penalty: 2925.397461
	Iteration 4F: 3 clusters Score -390456 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -391016.312500 Penalty: 2925.397461
	Iteration 5F: 3 clusters Score -391016.3 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -391575.531250 Penalty: 2925.397461
	Iteration 6F: 3 clusters Score -391575.5 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -391994.781250 Penalty: 2925.397461
	Iteration 7F: 3 clusters Score -391994.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -392299.781250 Penalty: 2925.397461
	Iteration 8Q: 3 clusters Score -392299.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -392525.062500 Penalty: 2925.397461
	Iteration 9Q: 3 clusters Score -392525.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -392653.906250 Penalty: 2925.397461
	Iteration 10Q: 3 clusters Score -392653.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -392742.343750 Penalty: 2925.397461
	Iteration 11Q: 3 clusters Score -392742.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -392815.031250 Penalty: 2925.397461
	Iteration 12Q: 3 clusters Score -392815 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -392872.031250 Penalty: 2925.397461
	Iteration 13Q: 3 clusters Score -392872 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -392921.875000 Penalty: 2925.397461
	Iteration 14Q: 3 clusters Score -392921.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -392951.468750 Penalty: 2925.397461
	Iteration 15Q: 3 clusters Score -392951.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -392982.312500 Penalty: 2925.397461
	Iteration 16Q: 3 clusters Score -392982.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -393006.218750 Penalty: 2925.397461
	Iteration 17Q: 3 clusters Score -393006.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -393019.500000 Penalty: 2925.397461
	Iteration 18Q: 3 clusters Score -393019.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -393028.593750 Penalty: 2925.397461
	Iteration 19Q: 3 clusters Score -393028.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -393035.843750 Penalty: 2925.397461
	Iteration 20F: 3 clusters Score -393035.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -393043.906250 Penalty: 2925.397461
	Iteration 21Q: 3 clusters Score -393043.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -393049.312500 Penalty: 2925.397461
	Iteration 22Q: 3 clusters Score -393049.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -393056.750000 Penalty: 2925.397461
	Iteration 23Q: 3 clusters Score -393056.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -393059.062500 Penalty: 2925.397461
	Iteration 24Q: 3 clusters Score -393059.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -393062.125000 Penalty: 2925.397461
	Iteration 25Q: 3 clusters Score -393062.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -393063.500000 Penalty: 2925.397461
	Iteration 26Q: 3 clusters Score -393063.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -393065.281250 Penalty: 2925.397461
	Iteration 27Q: 3 clusters Score -393065.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -393066.937500 Penalty: 2925.397461
	Iteration 28Q: 3 clusters Score -393066.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -393068.437500 Penalty: 2925.397461
	Iteration 29Q: 3 clusters Score -393068.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -393069.531250 Penalty: 2925.397461
	Iteration 30Q: 3 clusters Score -393069.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -393069.031250 Penalty: 2925.397461
	Iteration 31Q: 3 clusters Score -393069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -393069.656250 Penalty: 2925.397461
	Iteration 32Q: 3 clusters Score -393069.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -393069.437500 Penalty: 2925.397461
	Iteration 33Q: 3 clusters Score -393069.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -393069.906250 Penalty: 2925.397461
	Iteration 34Q: 3 clusters Score -393069.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -393070.906250 Penalty: 2925.397461
	Iteration 35Q: 3 clusters Score -393070.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -393070.656250 Penalty: 2925.397461
	Iteration 36Q: 3 clusters Score -393070.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -393070.718750 Penalty: 2925.397461
	Iteration 37Q: 3 clusters Score -393070.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -393071.843750 Penalty: 2925.397461
	Iteration 38Q: 3 clusters Score -393071.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -393071.843750 Penalty: 2925.397461
	Iteration 39F: 3 clusters Score -393071.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Entering Unmasked Estep 
Score: -95016.000000 Penalty: 1234.658447
	Iteration 0F: 2 clusters Score -95016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -92941.445312 Penalty: 2469.316895
	Iteration 0F: 3 clusters Score -92941.45 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -93405.062500 Penalty: 2469.316895
	Iteration 1F: 3 clusters Score -93405.06 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -93554.937500 Penalty: 2469.316895
	Iteration 2F: 3 clusters Score -93554.94 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -93637.679688 Penalty: 2469.316895
	Iteration 3F: 3 clusters Score -93637.68 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -93701.796875 Penalty: 2469.316895
	Iteration 4Q: 3 clusters Score -93701.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -93764.562500 Penalty: 2469.316895
	Iteration 5Q: 3 clusters Score -93764.56 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -93832.062500 Penalty: 2469.316895
	Iteration 6Q: 3 clusters Score -93832.06 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -93910.289062 Penalty: 2469.316895
	Iteration 7Q: 3 clusters Score -93910.29 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -93993.320312 Penalty: 2469.316895
	Iteration 8Q: 3 clusters Score -93993.32 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -94073.335938 Penalty: 2469.316895
	Iteration 9Q: 3 clusters Score -94073.34 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -94136.781250 Penalty: 2469.316895
	Iteration 10Q: 3 clusters Score -94136.78 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -94177.281250 Penalty: 2469.316895
	Iteration 11Q: 3 clusters Score -94177.28 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -94210.648438 Penalty: 2469.316895
	Iteration 12Q: 3 clusters Score -94210.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -94228.031250 Penalty: 2469.316895
	Iteration 13Q: 3 clusters Score -94228.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -94240.195312 Penalty: 2469.316895
	Iteration 14Q: 3 clusters Score -94240.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -94251.750000 Penalty: 2469.316895
	Iteration 15Q: 3 clusters Score -94251.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -94271.445312 Penalty: 2469.316895
	Iteration 16Q: 3 clusters Score -94271.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -94286.468750 Penalty: 2469.316895
	Iteration 17Q: 3 clusters Score -94286.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -94297.070312 Penalty: 2469.316895
	Iteration 18Q: 3 clusters Score -94297.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -94304.726562 Penalty: 2469.316895
	Iteration 19Q: 3 clusters Score -94304.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -94308.296875 Penalty: 2469.316895
	Iteration 20F: 3 clusters Score -94308.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -94310.164062 Penalty: 2469.316895
	Iteration 21Q: 3 clusters Score -94310.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -94310.710938 Penalty: 2469.316895
	Iteration 22Q: 3 clusters Score -94310.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -94311.734375 Penalty: 2469.316895
	Iteration 23Q: 3 clusters Score -94311.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -94313.437500 Penalty: 2469.316895
	Iteration 24Q: 3 clusters Score -94313.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -94315.296875 Penalty: 2469.316895
	Iteration 25Q: 3 clusters Score -94315.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -94316.554688 Penalty: 2469.316895
	Iteration 26Q: 3 clusters Score -94316.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -94318.093750 Penalty: 2469.316895
	Iteration 27Q: 3 clusters Score -94318.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -94318.359375 Penalty: 2469.316895
	Iteration 28Q: 3 clusters Score -94318.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -94319.062500 Penalty: 2469.316895
	Iteration 29Q: 3 clusters Score -94319.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -94319.062500 Penalty: 2469.316895
	Iteration 30F: 3 clusters Score -94319.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (42394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Entering Unmasked Estep 
Score: -2332701.250000 Penalty: 1731.398926
	Iteration 0F: 2 clusters Score -2332701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -2304069.500000 Penalty: 3462.797852
	Iteration 0F: 3 clusters Score -2304070 nChanged 19924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -2315348.000000 Penalty: 3462.797852
	Iteration 1F: 3 clusters Score -2315348 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -2315812.500000 Penalty: 3462.797852
	Iteration 2Q: 3 clusters Score -2315812 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -2316386.000000 Penalty: 3462.797852
	Iteration 3Q: 3 clusters Score -2316386 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -2317259.500000 Penalty: 3462.797852
	Iteration 4Q: 3 clusters Score -2317260 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -2318517.000000 Penalty: 3462.797852
	Iteration 5F: 3 clusters Score -2318517 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -2320214.500000 Penalty: 3462.797852
	Iteration 6F: 3 clusters Score -2320214 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -2322512.250000 Penalty: 3462.797852
	Iteration 7F: 3 clusters Score -2322512 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -2325306.250000 Penalty: 3462.797852
	Iteration 8F: 3 clusters Score -2325306 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -2327874.000000 Penalty: 3462.797852
	Iteration 9F: 3 clusters Score -2327874 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -2329618.250000 Penalty: 3462.797852
	Iteration 10Q: 3 clusters Score -2329618 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -2330514.750000 Penalty: 3462.797852
	Iteration 11Q: 3 clusters Score -2330515 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -2330845.000000 Penalty: 3462.797852
	Iteration 12Q: 3 clusters Score -2330845 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -2330996.000000 Penalty: 3462.797852
	Iteration 13Q: 3 clusters Score -2330996 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -2331062.250000 Penalty: 3462.797852
	Iteration 14Q: 3 clusters Score -2331062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -2331102.750000 Penalty: 3462.797852
	Iteration 15Q: 3 clusters Score -2331103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -2331115.750000 Penalty: 3462.797852
	Iteration 16Q: 3 clusters Score -2331116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -2331122.000000 Penalty: 3462.797852
	Iteration 17Q: 3 clusters Score -2331122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -2331131.250000 Penalty: 3462.797852
	Iteration 18Q: 3 clusters Score -2331131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -2331137.500000 Penalty: 3462.797852
	Iteration 19Q: 3 clusters Score -2331138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -2331141.250000 Penalty: 3462.797852
	Iteration 20F: 3 clusters Score -2331141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -2331145.750000 Penalty: 3462.797852
	Iteration 21Q: 3 clusters Score -2331146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -2331145.750000 Penalty: 3462.797852
	Iteration 22Q: 3 clusters Score -2331146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -2331149.000000 Penalty: 3462.797852
	Iteration 23Q: 3 clusters Score -2331149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -2331150.000000 Penalty: 3462.797852
	Iteration 24Q: 3 clusters Score -2331150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -2331149.750000 Penalty: 3462.797852
	Iteration 25Q: 3 clusters Score -2331150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -2331153.250000 Penalty: 3462.797852
	Iteration 26Q: 3 clusters Score -2331153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -2331156.750000 Penalty: 3462.797852
	Iteration 27Q: 3 clusters Score -2331157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -2331166.000000 Penalty: 3462.797852
	Iteration 28Q: 3 clusters Score -2331166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -2331175.250000 Penalty: 3462.797852
	Iteration 29Q: 3 clusters Score -2331175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -2331181.500000 Penalty: 3462.797852
	Iteration 30Q: 3 clusters Score -2331182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -2331193.000000 Penalty: 3462.797852
	Iteration 31Q: 3 clusters Score -2331193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -2331194.250000 Penalty: 3462.797852
	Iteration 32Q: 3 clusters Score -2331194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -2331195.750000 Penalty: 3462.797852
	Iteration 33Q: 3 clusters Score -2331196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -2331195.750000 Penalty: 3462.797852
	Iteration 34F: 3 clusters Score -2331196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -43022.203125 Penalty: 1119.723999
	Iteration 0F: 2 clusters Score -43022.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -41621.902344 Penalty: 2239.447998
	Iteration 0F: 3 clusters Score -41621.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -41992.089844 Penalty: 2239.447998
	Iteration 1F: 3 clusters Score -41992.09 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -42127.394531 Penalty: 2239.447998
	Iteration 2F: 3 clusters Score -42127.39 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -42225.609375 Penalty: 2239.447998
	Iteration 3F: 3 clusters Score -42225.61 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -42282.949219 Penalty: 2239.447998
	Iteration 4Q: 3 clusters Score -42282.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -42322.738281 Penalty: 2239.447998
	Iteration 5Q: 3 clusters Score -42322.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -42361.882812 Penalty: 2239.447998
	Iteration 6Q: 3 clusters Score -42361.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -42419.707031 Penalty: 2239.447998
	Iteration 7Q: 3 clusters Score -42419.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -42447.632812 Penalty: 2239.447998
	Iteration 8Q: 3 clusters Score -42447.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -42453.132812 Penalty: 2239.447998
	Iteration 9Q: 3 clusters Score -42453.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -42455.378906 Penalty: 2239.447998
	Iteration 10Q: 3 clusters Score -42455.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -42459.496094 Penalty: 2239.447998
	Iteration 11Q: 3 clusters Score -42459.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -42460.281250 Penalty: 2239.447998
	Iteration 12Q: 3 clusters Score -42460.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -42461.976562 Penalty: 2239.447998
	Iteration 13Q: 3 clusters Score -42461.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -42467.082031 Penalty: 2239.447998
	Iteration 14Q: 3 clusters Score -42467.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -42474.156250 Penalty: 2239.447998
	Iteration 15Q: 3 clusters Score -42474.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -42481.753906 Penalty: 2239.447998
	Iteration 16Q: 3 clusters Score -42481.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -42484.449219 Penalty: 2239.447998
	Iteration 17Q: 3 clusters Score -42484.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -42487.691406 Penalty: 2239.447998
	Iteration 18Q: 3 clusters Score -42487.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -42492.234375 Penalty: 2239.447998
	Iteration 19Q: 3 clusters Score -42492.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -42502.476562 Penalty: 2239.447998
	Iteration 20F: 3 clusters Score -42502.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -42514.808594 Penalty: 2239.447998
	Iteration 21Q: 3 clusters Score -42514.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -42525.136719 Penalty: 2239.447998
	Iteration 22Q: 3 clusters Score -42525.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -42539.648438 Penalty: 2239.447998
	Iteration 23Q: 3 clusters Score -42539.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -42565.160156 Penalty: 2239.447998
	Iteration 24Q: 3 clusters Score -42565.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -42674.160156 Penalty: 2239.447998
	Iteration 25Q: 3 clusters Score -42674.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -42757.226562 Penalty: 2239.447998
	Iteration 26Q: 3 clusters Score -42757.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -42774.097656 Penalty: 2239.447998
	Iteration 27Q: 3 clusters Score -42774.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -42794.886719 Penalty: 2239.447998
	Iteration 28Q: 3 clusters Score -42794.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -42808.894531 Penalty: 2239.447998
	Iteration 29Q: 3 clusters Score -42808.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -42820.089844 Penalty: 2239.447998
	Iteration 30Q: 3 clusters Score -42820.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -42829.375000 Penalty: 2239.447998
	Iteration 31Q: 3 clusters Score -42829.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -42844.046875 Penalty: 2239.447998
	Iteration 32Q: 3 clusters Score -42844.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -42860.246094 Penalty: 2239.447998
	Iteration 33Q: 3 clusters Score -42860.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -42871.410156 Penalty: 2239.447998
	Iteration 34Q: 3 clusters Score -42871.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -42880.164062 Penalty: 2239.447998
	Iteration 35Q: 3 clusters Score -42880.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -42884.617188 Penalty: 2239.447998
	Iteration 36Q: 3 clusters Score -42884.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -42887.710938 Penalty: 2239.447998
	Iteration 37Q: 3 clusters Score -42887.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -42898.226562 Penalty: 2239.447998
	Iteration 38Q: 3 clusters Score -42898.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -42903.460938 Penalty: 2239.447998
	Iteration 39Q: 3 clusters Score -42903.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -42909.117188 Penalty: 2239.447998
	Iteration 40F: 3 clusters Score -42909.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -42911.660156 Penalty: 2239.447998
	Iteration 41Q: 3 clusters Score -42911.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -42912.988281 Penalty: 2239.447998
	Iteration 42Q: 3 clusters Score -42912.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -42912.988281 Penalty: 2239.447998
	Iteration 43F: 3 clusters Score -42912.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206991 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 83103 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91952 members 
Mstep: Class 6 contains 8340 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14841 members 
Mstep: Class 9 contains 59079 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34013 members 
Mstep: Class 12 contains 8578 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42539 members 
Mstep: Class 18 contains 15105 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42394 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933544.000000 Penalty: 56928.328125
Iteration 359Q: 27 clusters Score -3.593354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206982 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 83105 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91953 members 
Mstep: Class 6 contains 8340 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14841 members 
Mstep: Class 9 contains 59079 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34013 members 
Mstep: Class 12 contains 8577 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42543 members 
Mstep: Class 18 contains 15106 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42396 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933556.000000 Penalty: 56928.328125
Iteration 360F: 27 clusters Score -3.593356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206978 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83105 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91954 members 
Mstep: Class 6 contains 8340 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14841 members 
Mstep: Class 9 contains 59079 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34013 members 
Mstep: Class 12 contains 8577 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42543 members 
Mstep: Class 18 contains 15108 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42396 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933544.000000 Penalty: 56928.328125
Iteration 361Q: 27 clusters Score -3.593354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206977 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83104 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91954 members 
Mstep: Class 6 contains 8340 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14841 members 
Mstep: Class 9 contains 59079 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34012 members 
Mstep: Class 12 contains 8576 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42544 members 
Mstep: Class 18 contains 15111 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42396 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933540.000000 Penalty: 56928.328125
Iteration 362Q: 27 clusters Score -3.593354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206972 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83104 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91954 members 
Mstep: Class 6 contains 8340 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14841 members 
Mstep: Class 9 contains 59079 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34013 members 
Mstep: Class 12 contains 8576 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42546 members 
Mstep: Class 18 contains 15113 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42396 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933564.000000 Penalty: 56928.328125
Iteration 363Q: 27 clusters Score -3.593356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206968 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83101 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91954 members 
Mstep: Class 6 contains 8340 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14841 members 
Mstep: Class 9 contains 59079 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34014 members 
Mstep: Class 12 contains 8576 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42551 members 
Mstep: Class 18 contains 15114 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42396 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933560.000000 Penalty: 56928.328125
Iteration 364Q: 27 clusters Score -3.593356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206961 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83097 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91954 members 
Mstep: Class 6 contains 8340 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14841 members 
Mstep: Class 9 contains 59079 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34014 members 
Mstep: Class 12 contains 8575 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42562 members 
Mstep: Class 18 contains 15114 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42397 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933556.000000 Penalty: 56928.328125
Iteration 365Q: 27 clusters Score -3.593356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206957 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83091 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91953 members 
Mstep: Class 6 contains 8340 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14841 members 
Mstep: Class 9 contains 59079 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34015 members 
Mstep: Class 12 contains 8574 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42573 members 
Mstep: Class 18 contains 15114 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42397 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933544.000000 Penalty: 56928.328125
Iteration 366Q: 27 clusters Score -3.593354e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206954 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83087 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91954 members 
Mstep: Class 6 contains 8340 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14841 members 
Mstep: Class 9 contains 59079 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34015 members 
Mstep: Class 12 contains 8573 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42583 members 
Mstep: Class 18 contains 15114 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42394 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933556.000000 Penalty: 56928.328125
Iteration 367Q: 27 clusters Score -3.593356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206951 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83084 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91954 members 
Mstep: Class 6 contains 8340 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14841 members 
Mstep: Class 9 contains 59079 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34015 members 
Mstep: Class 12 contains 8573 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42592 members 
Mstep: Class 18 contains 15114 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42391 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933568.000000 Penalty: 56928.328125
Iteration 368Q: 27 clusters Score -3.593357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206948 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83081 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91954 members 
Mstep: Class 6 contains 8340 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14841 members 
Mstep: Class 9 contains 59079 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34015 members 
Mstep: Class 12 contains 8573 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42598 members 
Mstep: Class 18 contains 15113 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42392 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933576.000000 Penalty: 56928.328125
Iteration 369Q: 27 clusters Score -3.593358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206943 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83076 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91954 members 
Mstep: Class 6 contains 8340 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14841 members 
Mstep: Class 9 contains 59079 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34015 members 
Mstep: Class 12 contains 8573 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42609 members 
Mstep: Class 18 contains 15112 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42392 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933580.000000 Penalty: 56928.328125
Iteration 370Q: 27 clusters Score -3.593358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206941 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83075 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91953 members 
Mstep: Class 6 contains 8341 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14842 members 
Mstep: Class 9 contains 59079 members 
Mstep: Class 10 contains 14476 members 
Mstep: Class 11 contains 34015 members 
Mstep: Class 12 contains 8573 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42613 members 
Mstep: Class 18 contains 15112 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42391 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933572.000000 Penalty: 56928.328125
Iteration 371Q: 27 clusters Score -3.593357e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206934 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83074 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91953 members 
Mstep: Class 6 contains 8341 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14843 members 
Mstep: Class 9 contains 59079 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34015 members 
Mstep: Class 12 contains 8573 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42618 members 
Mstep: Class 18 contains 15112 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42392 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933568.000000 Penalty: 56928.328125
Iteration 372Q: 27 clusters Score -3.593357e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206928 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83073 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91954 members 
Mstep: Class 6 contains 8341 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14843 members 
Mstep: Class 9 contains 59079 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34015 members 
Mstep: Class 12 contains 8573 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42623 members 
Mstep: Class 18 contains 15111 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42394 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933568.000000 Penalty: 56928.328125
Iteration 373Q: 27 clusters Score -3.593357e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206919 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83072 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91955 members 
Mstep: Class 6 contains 8341 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14842 members 
Mstep: Class 9 contains 59079 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34014 members 
Mstep: Class 12 contains 8573 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42635 members 
Mstep: Class 18 contains 15111 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42393 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933552.000000 Penalty: 56928.328125
Iteration 374Q: 27 clusters Score -3.593355e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206908 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83071 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91958 members 
Mstep: Class 6 contains 8342 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14842 members 
Mstep: Class 9 contains 59079 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34013 members 
Mstep: Class 12 contains 8573 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42644 members 
Mstep: Class 18 contains 15111 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42393 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933564.000000 Penalty: 56928.328125
Iteration 375Q: 27 clusters Score -3.593356e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206893 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83071 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91959 members 
Mstep: Class 6 contains 8343 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14842 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34014 members 
Mstep: Class 12 contains 8573 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42652 members 
Mstep: Class 18 contains 15112 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42397 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933564.000000 Penalty: 56928.328125
Iteration 376Q: 27 clusters Score -3.593356e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206875 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83072 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91960 members 
Mstep: Class 6 contains 8343 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14842 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34014 members 
Mstep: Class 12 contains 8573 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42666 members 
Mstep: Class 18 contains 15113 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42398 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933600.000000 Penalty: 56928.328125
Iteration 377Q: 27 clusters Score -3.59336e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206857 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83069 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91962 members 
Mstep: Class 6 contains 8343 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14843 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34014 members 
Mstep: Class 12 contains 8572 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42686 members 
Mstep: Class 18 contains 15114 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42396 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933628.000000 Penalty: 56928.328125
Iteration 378Q: 27 clusters Score -3.593363e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206839 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83068 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91966 members 
Mstep: Class 6 contains 8343 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14843 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34014 members 
Mstep: Class 12 contains 8572 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42700 members 
Mstep: Class 18 contains 15116 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42395 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933632.000000 Penalty: 56928.328125
Iteration 379Q: 27 clusters Score -3.593363e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206819 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83064 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91967 members 
Mstep: Class 6 contains 8343 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14843 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34012 members 
Mstep: Class 12 contains 8572 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42722 members 
Mstep: Class 18 contains 15120 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1994 members 
Mstep: Class 25 contains 42394 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933624.000000 Penalty: 56928.328125
Iteration 380F: 27 clusters Score -3.593362e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206794 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83063 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91969 members 
Mstep: Class 6 contains 8343 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14843 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34010 members 
Mstep: Class 12 contains 8572 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42744 members 
Mstep: Class 18 contains 15123 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42394 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933616.000000 Penalty: 56928.328125
Iteration 381Q: 27 clusters Score -3.593362e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206770 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83063 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91970 members 
Mstep: Class 6 contains 8343 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14843 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34007 members 
Mstep: Class 12 contains 8572 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42766 members 
Mstep: Class 18 contains 15125 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42396 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933620.000000 Penalty: 56928.328125
Iteration 382Q: 27 clusters Score -3.593362e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206745 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83059 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91973 members 
Mstep: Class 6 contains 8343 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14843 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34006 members 
Mstep: Class 12 contains 8572 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42788 members 
Mstep: Class 18 contains 15126 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42401 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933640.000000 Penalty: 56928.328125
Iteration 383Q: 27 clusters Score -3.593364e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206718 members 
Mstep: Class 2 contains 8133 members 
Mstep: Class 3 contains 83058 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91975 members 
Mstep: Class 6 contains 8343 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14844 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34006 members 
Mstep: Class 12 contains 8572 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42808 members 
Mstep: Class 18 contains 15127 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42405 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933624.000000 Penalty: 56928.328125
Iteration 384Q: 27 clusters Score -3.593362e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206685 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 83056 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91978 members 
Mstep: Class 6 contains 8343 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14843 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34005 members 
Mstep: Class 12 contains 8572 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42831 members 
Mstep: Class 18 contains 15128 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42416 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933612.000000 Penalty: 56928.328125
Iteration 385Q: 27 clusters Score -3.593361e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206646 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 83058 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91978 members 
Mstep: Class 6 contains 8343 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14843 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34006 members 
Mstep: Class 12 contains 8572 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42854 members 
Mstep: Class 18 contains 15127 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42430 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933584.000000 Penalty: 56928.328125
Iteration 386Q: 27 clusters Score -3.593358e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206609 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 83056 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91978 members 
Mstep: Class 6 contains 8343 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14844 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34008 members 
Mstep: Class 12 contains 8572 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42880 members 
Mstep: Class 18 contains 15128 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8113 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42439 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933600.000000 Penalty: 56928.328125
Iteration 387Q: 27 clusters Score -3.59336e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206578 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 83049 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91975 members 
Mstep: Class 6 contains 8343 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14845 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34007 members 
Mstep: Class 12 contains 8572 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42919 members 
Mstep: Class 18 contains 15131 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8114 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42437 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933592.000000 Penalty: 56928.328125
Iteration 388Q: 27 clusters Score -3.593359e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206546 members 
Mstep: Class 2 contains 8131 members 
Mstep: Class 3 contains 83039 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91971 members 
Mstep: Class 6 contains 8345 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14844 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34003 members 
Mstep: Class 12 contains 8572 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42959 members 
Mstep: Class 18 contains 15132 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8115 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42445 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933572.000000 Penalty: 56928.328125
Iteration 389Q: 27 clusters Score -3.593357e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206522 members 
Mstep: Class 2 contains 8131 members 
Mstep: Class 3 contains 83031 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91970 members 
Mstep: Class 6 contains 8347 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14843 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14477 members 
Mstep: Class 11 contains 34003 members 
Mstep: Class 12 contains 8571 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 42991 members 
Mstep: Class 18 contains 15132 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8115 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42446 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933596.000000 Penalty: 56928.328125
Iteration 390Q: 27 clusters Score -3.59336e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206496 members 
Mstep: Class 2 contains 8130 members 
Mstep: Class 3 contains 83011 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91972 members 
Mstep: Class 6 contains 8348 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14841 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14480 members 
Mstep: Class 11 contains 33997 members 
Mstep: Class 12 contains 8572 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43031 members 
Mstep: Class 18 contains 15135 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8115 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42451 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933548.000000 Penalty: 56928.328125
Iteration 391Q: 27 clusters Score -3.593355e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206464 members 
Mstep: Class 2 contains 8129 members 
Mstep: Class 3 contains 82993 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91977 members 
Mstep: Class 6 contains 8348 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14843 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14482 members 
Mstep: Class 11 contains 33995 members 
Mstep: Class 12 contains 8573 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43064 members 
Mstep: Class 18 contains 15138 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8115 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42458 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933540.000000 Penalty: 56928.328125
Iteration 392Q: 27 clusters Score -3.593354e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206429 members 
Mstep: Class 2 contains 8129 members 
Mstep: Class 3 contains 82979 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91983 members 
Mstep: Class 6 contains 8349 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14845 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14483 members 
Mstep: Class 11 contains 33992 members 
Mstep: Class 12 contains 8574 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4405 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43095 members 
Mstep: Class 18 contains 15139 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8115 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42468 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933568.000000 Penalty: 56928.328125
Iteration 393Q: 27 clusters Score -3.593357e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206385 members 
Mstep: Class 2 contains 8129 members 
Mstep: Class 3 contains 82971 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91989 members 
Mstep: Class 6 contains 8350 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14843 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14483 members 
Mstep: Class 11 contains 33989 members 
Mstep: Class 12 contains 8574 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43134 members 
Mstep: Class 18 contains 15139 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8115 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42480 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933528.000000 Penalty: 56928.328125
Iteration 394Q: 27 clusters Score -3.593353e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206348 members 
Mstep: Class 2 contains 8128 members 
Mstep: Class 3 contains 82962 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91989 members 
Mstep: Class 6 contains 8351 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14842 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14483 members 
Mstep: Class 11 contains 33986 members 
Mstep: Class 12 contains 8574 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43170 members 
Mstep: Class 18 contains 15145 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8115 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42488 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933584.000000 Penalty: 56928.328125
Iteration 395Q: 27 clusters Score -3.593358e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206303 members 
Mstep: Class 2 contains 8126 members 
Mstep: Class 3 contains 82948 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91991 members 
Mstep: Class 6 contains 8351 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14841 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14483 members 
Mstep: Class 11 contains 33983 members 
Mstep: Class 12 contains 8573 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43220 members 
Mstep: Class 18 contains 15146 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8115 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42501 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933596.000000 Penalty: 56928.328125
Iteration 396Q: 27 clusters Score -3.59336e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206264 members 
Mstep: Class 2 contains 8124 members 
Mstep: Class 3 contains 82932 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91996 members 
Mstep: Class 6 contains 8351 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14841 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14482 members 
Mstep: Class 11 contains 33982 members 
Mstep: Class 12 contains 8574 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43257 members 
Mstep: Class 18 contains 15149 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9955 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8115 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42514 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933584.000000 Penalty: 56928.328125
Iteration 397Q: 27 clusters Score -3.593358e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206219 members 
Mstep: Class 2 contains 8123 members 
Mstep: Class 3 contains 82921 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91997 members 
Mstep: Class 6 contains 8351 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14841 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14482 members 
Mstep: Class 11 contains 33981 members 
Mstep: Class 12 contains 8574 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43296 members 
Mstep: Class 18 contains 15149 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8115 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42531 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933552.000000 Penalty: 56928.328125
Iteration 398Q: 27 clusters Score -3.593355e+07 nChanged 86
Entering ConstructFrom: 
Score: -35933552.000000 Penalty: 56928.328125
Entering ConstructFrom: 
Trying to split cluster 1 (206174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206174 members 
Entering Unmasked Estep 
Score: -11137016.000000 Penalty: 1988.427368
	Iteration 0F: 2 clusters Score -1.113702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103093 members 
Mstep: Class 2 contains 103081 members 
Entering Unmasked Estep 
Score: -10998182.000000 Penalty: 3976.854736
	Iteration 0F: 3 clusters Score -1.099818e+07 nChanged 100143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104512 members 
Mstep: Class 2 contains 101662 members 
Entering Unmasked Estep 
Score: -11056756.000000 Penalty: 3976.854736
	Iteration 1F: 3 clusters Score -1.105676e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105250 members 
Mstep: Class 2 contains 100924 members 
Entering Unmasked Estep 
Score: -11057787.000000 Penalty: 3976.854736
	Iteration 2Q: 3 clusters Score -1.105779e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106505 members 
Mstep: Class 2 contains 99669 members 
Entering Unmasked Estep 
Score: -11059168.000000 Penalty: 3976.854736
	Iteration 3Q: 3 clusters Score -1.105917e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108282 members 
Mstep: Class 2 contains 97892 members 
Entering Unmasked Estep 
Score: -11061135.000000 Penalty: 3976.854736
	Iteration 4Q: 3 clusters Score -1.106114e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110696 members 
Mstep: Class 2 contains 95478 members 
Entering Unmasked Estep 
Score: -11063850.000000 Penalty: 3976.854736
	Iteration 5Q: 3 clusters Score -1.106385e+07 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113723 members 
Mstep: Class 2 contains 92451 members 
Entering Unmasked Estep 
Score: -11067987.000000 Penalty: 3976.854736
	Iteration 6Q: 3 clusters Score -1.106799e+07 nChanged 9567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117170 members 
Mstep: Class 2 contains 89004 members 
Entering Unmasked Estep 
Score: -11072872.000000 Penalty: 3976.854736
	Iteration 7Q: 3 clusters Score -1.107287e+07 nChanged 10741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120803 members 
Mstep: Class 2 contains 85371 members 
Entering Unmasked Estep 
Score: -11078937.000000 Penalty: 3976.854736
	Iteration 8F: 3 clusters Score -1.107894e+07 nChanged 11527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124116 members 
Mstep: Class 2 contains 82058 members 
Entering Unmasked Estep 
Score: -11085972.000000 Penalty: 3976.854736
	Iteration 9F: 3 clusters Score -1.108597e+07 nChanged 11860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126680 members 
Mstep: Class 2 contains 79494 members 
Entering Unmasked Estep 
Score: -11093297.000000 Penalty: 3976.854736
	Iteration 10F: 3 clusters Score -1.10933e+07 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128322 members 
Mstep: Class 2 contains 77852 members 
Entering Unmasked Estep 
Score: -11099645.000000 Penalty: 3976.854736
	Iteration 11F: 3 clusters Score -1.109964e+07 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129558 members 
Mstep: Class 2 contains 76616 members 
Entering Unmasked Estep 
Score: -11103245.000000 Penalty: 3976.854736
	Iteration 12Q: 3 clusters Score -1.110324e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130946 members 
Mstep: Class 2 contains 75228 members 
Entering Unmasked Estep 
Score: -11104714.000000 Penalty: 3976.854736
	Iteration 13Q: 3 clusters Score -1.110471e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132566 members 
Mstep: Class 2 contains 73608 members 
Entering Unmasked Estep 
Score: -11105489.000000 Penalty: 3976.854736
	Iteration 14Q: 3 clusters Score -1.110549e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134379 members 
Mstep: Class 2 contains 71795 members 
Entering Unmasked Estep 
Score: -11105985.000000 Penalty: 3976.854736
	Iteration 15Q: 3 clusters Score -1.110598e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136441 members 
Mstep: Class 2 contains 69733 members 
Entering Unmasked Estep 
Score: -11106608.000000 Penalty: 3976.854736
	Iteration 16Q: 3 clusters Score -1.110661e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138741 members 
Mstep: Class 2 contains 67433 members 
Entering Unmasked Estep 
Score: -11107182.000000 Penalty: 3976.854736
	Iteration 17Q: 3 clusters Score -1.110718e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141292 members 
Mstep: Class 2 contains 64882 members 
Entering Unmasked Estep 
Score: -11107932.000000 Penalty: 3976.854736
	Iteration 18Q: 3 clusters Score -1.110793e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144116 members 
Mstep: Class 2 contains 62058 members 
Entering Unmasked Estep 
Score: -11108735.000000 Penalty: 3976.854736
	Iteration 19Q: 3 clusters Score -1.110874e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147174 members 
Mstep: Class 2 contains 59000 members 
Entering Unmasked Estep 
Score: -11109753.000000 Penalty: 3976.854736
	Iteration 20F: 3 clusters Score -1.110975e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150498 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -11110948.000000 Penalty: 3976.854736
	Iteration 21Q: 3 clusters Score -1.111095e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154017 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -11112248.000000 Penalty: 3976.854736
	Iteration 22Q: 3 clusters Score -1.111225e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157663 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -11113694.000000 Penalty: 3976.854736
	Iteration 23Q: 3 clusters Score -1.111369e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161420 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -11115189.000000 Penalty: 3976.854736
	Iteration 24Q: 3 clusters Score -1.111519e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165262 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -11116811.000000 Penalty: 3976.854736
	Iteration 25Q: 3 clusters Score -1.111681e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169150 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -11118624.000000 Penalty: 3976.854736
	Iteration 26Q: 3 clusters Score -1.111862e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172964 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -11120491.000000 Penalty: 3976.854736
	Iteration 27Q: 3 clusters Score -1.112049e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176637 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -11122184.000000 Penalty: 3976.854736
	Iteration 28Q: 3 clusters Score -1.112218e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180087 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -11123929.000000 Penalty: 3976.854736
	Iteration 29Q: 3 clusters Score -1.112393e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183331 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -11125442.000000 Penalty: 3976.854736
	Iteration 30Q: 3 clusters Score -1.112544e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186308 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -11126990.000000 Penalty: 3976.854736
	Iteration 31Q: 3 clusters Score -1.112699e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188991 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -11128305.000000 Penalty: 3976.854736
	Iteration 32Q: 3 clusters Score -1.11283e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191392 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -11129454.000000 Penalty: 3976.854736
	Iteration 33Q: 3 clusters Score -1.112945e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193556 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -11130396.000000 Penalty: 3976.854736
	Iteration 34Q: 3 clusters Score -1.11304e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195414 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -11131261.000000 Penalty: 3976.854736
	Iteration 35Q: 3 clusters Score -1.113126e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197059 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -11132028.000000 Penalty: 3976.854736
	Iteration 36Q: 3 clusters Score -1.113203e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198476 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -11132634.000000 Penalty: 3976.854736
	Iteration 37Q: 3 clusters Score -1.113263e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199751 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -11133165.000000 Penalty: 3976.854736
	Iteration 38Q: 3 clusters Score -1.113316e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200851 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -11133717.000000 Penalty: 3976.854736
	Iteration 39Q: 3 clusters Score -1.113372e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201733 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -11134150.000000 Penalty: 3976.854736
	Iteration 40F: 3 clusters Score -1.113415e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202469 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -11134472.000000 Penalty: 3976.854736
	Iteration 41Q: 3 clusters Score -1.113447e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203039 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -11134699.000000 Penalty: 3976.854736
	Iteration 42Q: 3 clusters Score -1.11347e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203484 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -11134854.000000 Penalty: 3976.854736
	Iteration 43Q: 3 clusters Score -1.113485e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203811 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -11134973.000000 Penalty: 3976.854736
	Iteration 44Q: 3 clusters Score -1.113497e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204054 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -11135066.000000 Penalty: 3976.854736
	Iteration 45Q: 3 clusters Score -1.113507e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204240 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -11135077.000000 Penalty: 3976.854736
	Iteration 46Q: 3 clusters Score -1.113508e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204381 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -11135138.000000 Penalty: 3976.854736
	Iteration 47Q: 3 clusters Score -1.113514e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204520 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -11135227.000000 Penalty: 3976.854736
	Iteration 48Q: 3 clusters Score -1.113523e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204625 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -11135245.000000 Penalty: 3976.854736
	Iteration 49Q: 3 clusters Score -1.113524e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204721 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -11135297.000000 Penalty: 3976.854736
	Iteration 50Q: 3 clusters Score -1.11353e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204810 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -11135350.000000 Penalty: 3976.854736
	Iteration 51Q: 3 clusters Score -1.113535e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204873 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -11135354.000000 Penalty: 3976.854736
	Iteration 52Q: 3 clusters Score -1.113535e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204933 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -11135339.000000 Penalty: 3976.854736
	Iteration 53Q: 3 clusters Score -1.113534e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204966 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -11135343.000000 Penalty: 3976.854736
	Iteration 54Q: 3 clusters Score -1.113534e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204993 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -11135354.000000 Penalty: 3976.854736
	Iteration 55Q: 3 clusters Score -1.113535e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205014 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -11135349.000000 Penalty: 3976.854736
	Iteration 56Q: 3 clusters Score -1.113535e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205045 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -11135381.000000 Penalty: 3976.854736
	Iteration 57Q: 3 clusters Score -1.113538e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205067 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -11135383.000000 Penalty: 3976.854736
	Iteration 58Q: 3 clusters Score -1.113538e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205090 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -11135412.000000 Penalty: 3976.854736
	Iteration 59Q: 3 clusters Score -1.113541e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205112 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -11135421.000000 Penalty: 3976.854736
	Iteration 60F: 3 clusters Score -1.113542e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205133 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -11135424.000000 Penalty: 3976.854736
	Iteration 61Q: 3 clusters Score -1.113542e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205150 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -11135421.000000 Penalty: 3976.854736
	Iteration 62Q: 3 clusters Score -1.113542e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205157 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -11135413.000000 Penalty: 3976.854736
	Iteration 63Q: 3 clusters Score -1.113541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205164 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -11135424.000000 Penalty: 3976.854736
	Iteration 64Q: 3 clusters Score -1.113542e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205176 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -11135429.000000 Penalty: 3976.854736
	Iteration 65Q: 3 clusters Score -1.113543e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205187 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -11135452.000000 Penalty: 3976.854736
	Iteration 66Q: 3 clusters Score -1.113545e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205201 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -11135453.000000 Penalty: 3976.854736
	Iteration 67Q: 3 clusters Score -1.113545e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205214 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -11135441.000000 Penalty: 3976.854736
	Iteration 68Q: 3 clusters Score -1.113544e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205224 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -11135454.000000 Penalty: 3976.854736
	Iteration 69Q: 3 clusters Score -1.113545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205237 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -11135466.000000 Penalty: 3976.854736
	Iteration 70Q: 3 clusters Score -1.113547e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205248 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -11135452.000000 Penalty: 3976.854736
	Iteration 71Q: 3 clusters Score -1.113545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205255 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -11135466.000000 Penalty: 3976.854736
	Iteration 72Q: 3 clusters Score -1.113547e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205260 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -11135474.000000 Penalty: 3976.854736
	Iteration 73Q: 3 clusters Score -1.113547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205266 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -11135475.000000 Penalty: 3976.854736
	Iteration 74Q: 3 clusters Score -1.113548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205276 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -11135481.000000 Penalty: 3976.854736
	Iteration 75Q: 3 clusters Score -1.113548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205284 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -11135496.000000 Penalty: 3976.854736
	Iteration 76Q: 3 clusters Score -1.11355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205288 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -11135487.000000 Penalty: 3976.854736
	Iteration 77Q: 3 clusters Score -1.113549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205292 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -11135490.000000 Penalty: 3976.854736
	Iteration 78Q: 3 clusters Score -1.113549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205297 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -11135488.000000 Penalty: 3976.854736
	Iteration 79Q: 3 clusters Score -1.113549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205303 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -11135499.000000 Penalty: 3976.854736
	Iteration 80F: 3 clusters Score -1.11355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205304 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -11135495.000000 Penalty: 3976.854736
	Iteration 81Q: 3 clusters Score -1.11355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205304 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -11135500.000000 Penalty: 3976.854736
	Iteration 82Q: 3 clusters Score -1.11355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205306 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -11135504.000000 Penalty: 3976.854736
	Iteration 83Q: 3 clusters Score -1.11355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205308 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -11135490.000000 Penalty: 3976.854736
	Iteration 84Q: 3 clusters Score -1.113549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205311 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -11135503.000000 Penalty: 3976.854736
	Iteration 85Q: 3 clusters Score -1.11355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205320 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -11135506.000000 Penalty: 3976.854736
	Iteration 86Q: 3 clusters Score -1.113551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205329 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -11135495.000000 Penalty: 3976.854736
	Iteration 87Q: 3 clusters Score -1.11355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205336 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -11135491.000000 Penalty: 3976.854736
	Iteration 88Q: 3 clusters Score -1.113549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205339 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -11135503.000000 Penalty: 3976.854736
	Iteration 89Q: 3 clusters Score -1.11355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205347 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11135509.000000 Penalty: 3976.854736
	Iteration 90Q: 3 clusters Score -1.113551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205352 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -11135524.000000 Penalty: 3976.854736
	Iteration 91Q: 3 clusters Score -1.113552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205353 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -11135520.000000 Penalty: 3976.854736
	Iteration 92Q: 3 clusters Score -1.113552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205355 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -11135510.000000 Penalty: 3976.854736
	Iteration 93Q: 3 clusters Score -1.113551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205356 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -11135510.000000 Penalty: 3976.854736
	Iteration 94Q: 3 clusters Score -1.113551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205357 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -11135507.000000 Penalty: 3976.854736
	Iteration 95Q: 3 clusters Score -1.113551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205357 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -11135507.000000 Penalty: 3976.854736
	Iteration 96F: 3 clusters Score -1.113551e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Entering Unmasked Estep 
Score: -407745.281250 Penalty: 1462.898926
	Iteration 0F: 2 clusters Score -407745.3 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 4138 members 
Entering Unmasked Estep 
Score: -401797.593750 Penalty: 2925.797852
	Iteration 0F: 3 clusters Score -401797.6 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -403997.843750 Penalty: 2925.797852
	Iteration 1F: 3 clusters Score -403997.8 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -404774.562500 Penalty: 2925.797852
	Iteration 2F: 3 clusters Score -404774.6 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -405521.656250 Penalty: 2925.797852
	Iteration 3F: 3 clusters Score -405521.7 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -406100.156250 Penalty: 2925.797852
	Iteration 4F: 3 clusters Score -406100.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -406481.937500 Penalty: 2925.797852
	Iteration 5F: 3 clusters Score -406481.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -406742.750000 Penalty: 2925.797852
	Iteration 6Q: 3 clusters Score -406742.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -406921.031250 Penalty: 2925.797852
	Iteration 7Q: 3 clusters Score -406921 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -407041.093750 Penalty: 2925.797852
	Iteration 8Q: 3 clusters Score -407041.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -407127.625000 Penalty: 2925.797852
	Iteration 9Q: 3 clusters Score -407127.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -407172.093750 Penalty: 2925.797852
	Iteration 10Q: 3 clusters Score -407172.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -407195.281250 Penalty: 2925.797852
	Iteration 11Q: 3 clusters Score -407195.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -407217.625000 Penalty: 2925.797852
	Iteration 12Q: 3 clusters Score -407217.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -407236.406250 Penalty: 2925.797852
	Iteration 13Q: 3 clusters Score -407236.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -407248.093750 Penalty: 2925.797852
	Iteration 14Q: 3 clusters Score -407248.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -407253.781250 Penalty: 2925.797852
	Iteration 15Q: 3 clusters Score -407253.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -407254.750000 Penalty: 2925.797852
	Iteration 16Q: 3 clusters Score -407254.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -407258.437500 Penalty: 2925.797852
	Iteration 17Q: 3 clusters Score -407258.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -407260.656250 Penalty: 2925.797852
	Iteration 18Q: 3 clusters Score -407260.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -407265.000000 Penalty: 2925.797852
	Iteration 19Q: 3 clusters Score -407265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -407267.062500 Penalty: 2925.797852
	Iteration 20F: 3 clusters Score -407267.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -407266.687500 Penalty: 2925.797852
	Iteration 21Q: 3 clusters Score -407266.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -407266.687500 Penalty: 2925.797852
	Iteration 22F: 3 clusters Score -407266.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (82902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82902 members 
Entering Unmasked Estep 
Score: -4426366.000000 Penalty: 1840.379883
	Iteration 0F: 2 clusters Score -4426366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -4371058.000000 Penalty: 3680.759766
	Iteration 0F: 3 clusters Score -4371058 nChanged 39378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -4393550.000000 Penalty: 3680.759766
	Iteration 1F: 3 clusters Score -4393550 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -4394249.500000 Penalty: 3680.759766
	Iteration 2Q: 3 clusters Score -4394250 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -4394996.000000 Penalty: 3680.759766
	Iteration 3Q: 3 clusters Score -4394996 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -4396047.000000 Penalty: 3680.759766
	Iteration 4Q: 3 clusters Score -4396047 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -4397620.500000 Penalty: 3680.759766
	Iteration 5Q: 3 clusters Score -4397620 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -4400215.000000 Penalty: 3680.759766
	Iteration 6F: 3 clusters Score -4400215 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -4404068.500000 Penalty: 3680.759766
	Iteration 7F: 3 clusters Score -4404068 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -4408568.000000 Penalty: 3680.759766
	Iteration 8F: 3 clusters Score -4408568 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -4411898.500000 Penalty: 3680.759766
	Iteration 9F: 3 clusters Score -4411898 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -4413374.000000 Penalty: 3680.759766
	Iteration 10Q: 3 clusters Score -4413374 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -4414050.500000 Penalty: 3680.759766
	Iteration 11Q: 3 clusters Score -4414050 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -4414468.000000 Penalty: 3680.759766
	Iteration 12Q: 3 clusters Score -4414468 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -4414780.500000 Penalty: 3680.759766
	Iteration 13Q: 3 clusters Score -4414780 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -4415088.500000 Penalty: 3680.759766
	Iteration 14Q: 3 clusters Score -4415088 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50838 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -4415376.500000 Penalty: 3680.759766
	Iteration 15Q: 3 clusters Score -4415376 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -4415686.500000 Penalty: 3680.759766
	Iteration 16Q: 3 clusters Score -4415686 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -4415993.000000 Penalty: 3680.759766
	Iteration 17Q: 3 clusters Score -4415993 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -4416267.000000 Penalty: 3680.759766
	Iteration 18Q: 3 clusters Score -4416267 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53951 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -4416503.000000 Penalty: 3680.759766
	Iteration 19Q: 3 clusters Score -4416503 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -4416777.500000 Penalty: 3680.759766
	Iteration 20F: 3 clusters Score -4416778 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55625 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -4417048.500000 Penalty: 3680.759766
	Iteration 21Q: 3 clusters Score -4417048 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56581 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -4417377.000000 Penalty: 3680.759766
	Iteration 22Q: 3 clusters Score -4417377 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57574 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -4417674.500000 Penalty: 3680.759766
	Iteration 23Q: 3 clusters Score -4417674 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58633 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -4418028.000000 Penalty: 3680.759766
	Iteration 24Q: 3 clusters Score -4418028 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -4418407.000000 Penalty: 3680.759766
	Iteration 25Q: 3 clusters Score -4418407 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -4418795.500000 Penalty: 3680.759766
	Iteration 26Q: 3 clusters Score -4418796 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62151 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -4419200.000000 Penalty: 3680.759766
	Iteration 27Q: 3 clusters Score -4419200 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63366 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -4419635.500000 Penalty: 3680.759766
	Iteration 28Q: 3 clusters Score -4419636 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64662 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -4420101.000000 Penalty: 3680.759766
	Iteration 29Q: 3 clusters Score -4420101 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65943 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -4420621.000000 Penalty: 3680.759766
	Iteration 30Q: 3 clusters Score -4420621 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67258 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -4421202.000000 Penalty: 3680.759766
	Iteration 31Q: 3 clusters Score -4421202 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68561 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -4421807.500000 Penalty: 3680.759766
	Iteration 32Q: 3 clusters Score -4421808 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69821 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -4422395.000000 Penalty: 3680.759766
	Iteration 33Q: 3 clusters Score -4422395 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70949 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -4422870.000000 Penalty: 3680.759766
	Iteration 34Q: 3 clusters Score -4422870 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72059 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -4423412.500000 Penalty: 3680.759766
	Iteration 35Q: 3 clusters Score -4423412 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73067 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -4423879.000000 Penalty: 3680.759766
	Iteration 36Q: 3 clusters Score -4423879 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73963 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -4424241.000000 Penalty: 3680.759766
	Iteration 37Q: 3 clusters Score -4424241 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74678 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -4424558.000000 Penalty: 3680.759766
	Iteration 38Q: 3 clusters Score -4424558 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75311 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -4424793.000000 Penalty: 3680.759766
	Iteration 39Q: 3 clusters Score -4424793 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75858 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -4424996.500000 Penalty: 3680.759766
	Iteration 40F: 3 clusters Score -4424996 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76359 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -4425192.000000 Penalty: 3680.759766
	Iteration 41Q: 3 clusters Score -4425192 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76807 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -4425345.000000 Penalty: 3680.759766
	Iteration 42Q: 3 clusters Score -4425345 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77221 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -4425500.500000 Penalty: 3680.759766
	Iteration 43Q: 3 clusters Score -4425500 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77601 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -4425638.000000 Penalty: 3680.759766
	Iteration 44Q: 3 clusters Score -4425638 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77916 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -4425741.000000 Penalty: 3680.759766
	Iteration 45Q: 3 clusters Score -4425741 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78192 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -4425851.500000 Penalty: 3680.759766
	Iteration 46Q: 3 clusters Score -4425852 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78435 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -4425918.500000 Penalty: 3680.759766
	Iteration 47Q: 3 clusters Score -4425918 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78646 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -4425995.000000 Penalty: 3680.759766
	Iteration 48Q: 3 clusters Score -4425995 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78831 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -4426057.500000 Penalty: 3680.759766
	Iteration 49Q: 3 clusters Score -4426058 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78993 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -4426126.500000 Penalty: 3680.759766
	Iteration 50Q: 3 clusters Score -4426126 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79121 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -4426171.500000 Penalty: 3680.759766
	Iteration 51Q: 3 clusters Score -4426172 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79245 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -4426171.000000 Penalty: 3680.759766
	Iteration 52Q: 3 clusters Score -4426171 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79351 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -4426207.000000 Penalty: 3680.759766
	Iteration 53Q: 3 clusters Score -4426207 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79448 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -4426240.000000 Penalty: 3680.759766
	Iteration 54Q: 3 clusters Score -4426240 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79537 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -4426248.500000 Penalty: 3680.759766
	Iteration 55Q: 3 clusters Score -4426248 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79619 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -4426259.500000 Penalty: 3680.759766
	Iteration 56Q: 3 clusters Score -4426260 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79684 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -4426292.500000 Penalty: 3680.759766
	Iteration 57Q: 3 clusters Score -4426292 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79744 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4426313.000000 Penalty: 3680.759766
	Iteration 58Q: 3 clusters Score -4426313 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79792 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -4426319.500000 Penalty: 3680.759766
	Iteration 59Q: 3 clusters Score -4426320 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79837 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -4426330.000000 Penalty: 3680.759766
	Iteration 60F: 3 clusters Score -4426330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79875 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -4426328.500000 Penalty: 3680.759766
	Iteration 61Q: 3 clusters Score -4426328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79898 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -4426322.500000 Penalty: 3680.759766
	Iteration 62Q: 3 clusters Score -4426322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79918 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -4426322.000000 Penalty: 3680.759766
	Iteration 63Q: 3 clusters Score -4426322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79931 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -4426334.500000 Penalty: 3680.759766
	Iteration 64Q: 3 clusters Score -4426334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79945 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -4426339.000000 Penalty: 3680.759766
	Iteration 65Q: 3 clusters Score -4426339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79952 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -4426348.500000 Penalty: 3680.759766
	Iteration 66Q: 3 clusters Score -4426348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79958 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -4426348.000000 Penalty: 3680.759766
	Iteration 67Q: 3 clusters Score -4426348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79967 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4426350.500000 Penalty: 3680.759766
	Iteration 68Q: 3 clusters Score -4426350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79973 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -4426344.500000 Penalty: 3680.759766
	Iteration 69Q: 3 clusters Score -4426344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79976 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -4426346.500000 Penalty: 3680.759766
	Iteration 70Q: 3 clusters Score -4426346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79980 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -4426346.000000 Penalty: 3680.759766
	Iteration 71Q: 3 clusters Score -4426346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79985 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -4426349.000000 Penalty: 3680.759766
	Iteration 72Q: 3 clusters Score -4426349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79987 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -4426348.500000 Penalty: 3680.759766
	Iteration 73Q: 3 clusters Score -4426348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79994 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -4426349.000000 Penalty: 3680.759766
	Iteration 74Q: 3 clusters Score -4426349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80000 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -4426355.000000 Penalty: 3680.759766
	Iteration 75Q: 3 clusters Score -4426355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80007 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -4426356.500000 Penalty: 3680.759766
	Iteration 76Q: 3 clusters Score -4426356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -4426355.500000 Penalty: 3680.759766
	Iteration 77Q: 3 clusters Score -4426356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -4426355.500000 Penalty: 3680.759766
	Iteration 78Q: 3 clusters Score -4426356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -4426355.500000 Penalty: 3680.759766
	Iteration 79F: 3 clusters Score -4426356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Entering Unmasked Estep 
Score: -1485401.000000 Penalty: 1666.721313
	Iteration 0F: 2 clusters Score -1485401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1466250.375000 Penalty: 3333.442627
	Iteration 0F: 3 clusters Score -1466250 nChanged 13019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1473847.000000 Penalty: 3333.442627
	Iteration 1F: 3 clusters Score -1473847 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -1474559.000000 Penalty: 3333.442627
	Iteration 2F: 3 clusters Score -1474559 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1475563.625000 Penalty: 3333.442627
	Iteration 3F: 3 clusters Score -1475564 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1476832.500000 Penalty: 3333.442627
	Iteration 4F: 3 clusters Score -1476832 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -1478172.875000 Penalty: 3333.442627
	Iteration 5F: 3 clusters Score -1478173 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1479285.250000 Penalty: 3333.442627
	Iteration 6F: 3 clusters Score -1479285 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -1480044.000000 Penalty: 3333.442627
	Iteration 7F: 3 clusters Score -1480044 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1480495.875000 Penalty: 3333.442627
	Iteration 8Q: 3 clusters Score -1480496 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -1480768.125000 Penalty: 3333.442627
	Iteration 9Q: 3 clusters Score -1480768 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -1480929.500000 Penalty: 3333.442627
	Iteration 10Q: 3 clusters Score -1480930 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -1481023.875000 Penalty: 3333.442627
	Iteration 11Q: 3 clusters Score -1481024 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -1481089.000000 Penalty: 3333.442627
	Iteration 12Q: 3 clusters Score -1481089 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -1481128.625000 Penalty: 3333.442627
	Iteration 13Q: 3 clusters Score -1481129 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -1481150.000000 Penalty: 3333.442627
	Iteration 14Q: 3 clusters Score -1481150 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -1481169.375000 Penalty: 3333.442627
	Iteration 15Q: 3 clusters Score -1481169 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -1481174.250000 Penalty: 3333.442627
	Iteration 16Q: 3 clusters Score -1481174 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -1481183.125000 Penalty: 3333.442627
	Iteration 17Q: 3 clusters Score -1481183 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -1481181.375000 Penalty: 3333.442627
	Iteration 18Q: 3 clusters Score -1481181 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -1481183.375000 Penalty: 3333.442627
	Iteration 19Q: 3 clusters Score -1481183 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -1481189.250000 Penalty: 3333.442627
	Iteration 20F: 3 clusters Score -1481189 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -1481190.250000 Penalty: 3333.442627
	Iteration 21Q: 3 clusters Score -1481190 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -1481193.500000 Penalty: 3333.442627
	Iteration 22Q: 3 clusters Score -1481194 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -1481205.375000 Penalty: 3333.442627
	Iteration 23Q: 3 clusters Score -1481205 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -1481208.625000 Penalty: 3333.442627
	Iteration 24Q: 3 clusters Score -1481209 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -1481210.500000 Penalty: 3333.442627
	Iteration 25Q: 3 clusters Score -1481210 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -1481219.375000 Penalty: 3333.442627
	Iteration 26Q: 3 clusters Score -1481219 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -1481228.750000 Penalty: 3333.442627
	Iteration 27Q: 3 clusters Score -1481229 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -1481237.250000 Penalty: 3333.442627
	Iteration 28Q: 3 clusters Score -1481237 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -1481243.750000 Penalty: 3333.442627
	Iteration 29Q: 3 clusters Score -1481244 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -1481250.125000 Penalty: 3333.442627
	Iteration 30Q: 3 clusters Score -1481250 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -1481253.625000 Penalty: 3333.442627
	Iteration 31Q: 3 clusters Score -1481254 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -1481262.500000 Penalty: 3333.442627
	Iteration 32Q: 3 clusters Score -1481262 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -1481273.000000 Penalty: 3333.442627
	Iteration 33Q: 3 clusters Score -1481273 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -1481278.375000 Penalty: 3333.442627
	Iteration 34Q: 3 clusters Score -1481278 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -1481300.250000 Penalty: 3333.442627
	Iteration 35Q: 3 clusters Score -1481300 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -1481319.750000 Penalty: 3333.442627
	Iteration 36Q: 3 clusters Score -1481320 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -1481345.125000 Penalty: 3333.442627
	Iteration 37Q: 3 clusters Score -1481345 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -1481367.375000 Penalty: 3333.442627
	Iteration 38Q: 3 clusters Score -1481367 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -1481389.250000 Penalty: 3333.442627
	Iteration 39Q: 3 clusters Score -1481389 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -1481425.000000 Penalty: 3333.442627
	Iteration 40F: 3 clusters Score -1481425 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -1481471.125000 Penalty: 3333.442627
	Iteration 41Q: 3 clusters Score -1481471 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -1481525.000000 Penalty: 3333.442627
	Iteration 42Q: 3 clusters Score -1481525 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -1481592.500000 Penalty: 3333.442627
	Iteration 43Q: 3 clusters Score -1481592 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -1481674.500000 Penalty: 3333.442627
	Iteration 44Q: 3 clusters Score -1481674 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -1481768.250000 Penalty: 3333.442627
	Iteration 45Q: 3 clusters Score -1481768 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -1481881.375000 Penalty: 3333.442627
	Iteration 46Q: 3 clusters Score -1481881 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -1481996.000000 Penalty: 3333.442627
	Iteration 47Q: 3 clusters Score -1481996 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -1482129.250000 Penalty: 3333.442627
	Iteration 48Q: 3 clusters Score -1482129 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -1482285.125000 Penalty: 3333.442627
	Iteration 49Q: 3 clusters Score -1482285 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -1482455.375000 Penalty: 3333.442627
	Iteration 50Q: 3 clusters Score -1482455 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -1482602.250000 Penalty: 3333.442627
	Iteration 51Q: 3 clusters Score -1482602 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -1482761.375000 Penalty: 3333.442627
	Iteration 52Q: 3 clusters Score -1482761 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -1482922.375000 Penalty: 3333.442627
	Iteration 53Q: 3 clusters Score -1482922 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -1483077.625000 Penalty: 3333.442627
	Iteration 54Q: 3 clusters Score -1483078 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -1483221.125000 Penalty: 3333.442627
	Iteration 55Q: 3 clusters Score -1483221 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -1483353.625000 Penalty: 3333.442627
	Iteration 56Q: 3 clusters Score -1483354 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -1483487.625000 Penalty: 3333.442627
	Iteration 57Q: 3 clusters Score -1483488 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -1483593.500000 Penalty: 3333.442627
	Iteration 58Q: 3 clusters Score -1483594 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -1483662.875000 Penalty: 3333.442627
	Iteration 59Q: 3 clusters Score -1483663 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -1483732.625000 Penalty: 3333.442627
	Iteration 60F: 3 clusters Score -1483733 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -1483780.750000 Penalty: 3333.442627
	Iteration 61Q: 3 clusters Score -1483781 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -1483816.875000 Penalty: 3333.442627
	Iteration 62Q: 3 clusters Score -1483817 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -1483851.750000 Penalty: 3333.442627
	Iteration 63Q: 3 clusters Score -1483852 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -1483883.250000 Penalty: 3333.442627
	Iteration 64Q: 3 clusters Score -1483883 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -1483911.500000 Penalty: 3333.442627
	Iteration 65Q: 3 clusters Score -1483912 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -1483939.875000 Penalty: 3333.442627
	Iteration 66Q: 3 clusters Score -1483940 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -1483957.875000 Penalty: 3333.442627
	Iteration 67Q: 3 clusters Score -1483958 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -1483980.375000 Penalty: 3333.442627
	Iteration 68Q: 3 clusters Score -1483980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -1483998.625000 Penalty: 3333.442627
	Iteration 69Q: 3 clusters Score -1483999 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -1484020.250000 Penalty: 3333.442627
	Iteration 70Q: 3 clusters Score -1484020 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -1484036.125000 Penalty: 3333.442627
	Iteration 71Q: 3 clusters Score -1484036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -1484046.875000 Penalty: 3333.442627
	Iteration 72Q: 3 clusters Score -1484047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -1484052.375000 Penalty: 3333.442627
	Iteration 73Q: 3 clusters Score -1484052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -1484058.875000 Penalty: 3333.442627
	Iteration 74Q: 3 clusters Score -1484059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -1484061.000000 Penalty: 3333.442627
	Iteration 75Q: 3 clusters Score -1484061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -1484062.250000 Penalty: 3333.442627
	Iteration 76Q: 3 clusters Score -1484062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -1484064.375000 Penalty: 3333.442627
	Iteration 77Q: 3 clusters Score -1484064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -1484065.875000 Penalty: 3333.442627
	Iteration 78Q: 3 clusters Score -1484066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -1484066.750000 Penalty: 3333.442627
	Iteration 79Q: 3 clusters Score -1484067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -1484068.000000 Penalty: 3333.442627
	Iteration 80F: 3 clusters Score -1484068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -1484068.125000 Penalty: 3333.442627
	Iteration 81Q: 3 clusters Score -1484068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -1484068.375000 Penalty: 3333.442627
	Iteration 82Q: 3 clusters Score -1484068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -1484068.375000 Penalty: 3333.442627
	Iteration 83Q: 3 clusters Score -1484068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -1484068.375000 Penalty: 3333.442627
	Iteration 84F: 3 clusters Score -1484068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (91998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91998 members 
Entering Unmasked Estep 
Score: -4885857.500000 Penalty: 1857.297363
	Iteration 0F: 2 clusters Score -4885858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -4824154.000000 Penalty: 3714.594727
	Iteration 0F: 3 clusters Score -4824154 nChanged 43735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48469 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -4849599.500000 Penalty: 3714.594727
	Iteration 1F: 3 clusters Score -4849600 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -4850712.500000 Penalty: 3714.594727
	Iteration 2Q: 3 clusters Score -4850712 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51773 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -4852271.000000 Penalty: 3714.594727
	Iteration 3Q: 3 clusters Score -4852271 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -4854569.500000 Penalty: 3714.594727
	Iteration 4F: 3 clusters Score -4854570 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -4857955.000000 Penalty: 3714.594727
	Iteration 5F: 3 clusters Score -4857955 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63945 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -4862750.000000 Penalty: 3714.594727
	Iteration 6F: 3 clusters Score -4862750 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69760 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -4868705.500000 Penalty: 3714.594727
	Iteration 7F: 3 clusters Score -4868706 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75355 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -4874669.500000 Penalty: 3714.594727
	Iteration 8F: 3 clusters Score -4874670 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79575 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -4878993.000000 Penalty: 3714.594727
	Iteration 9F: 3 clusters Score -4878993 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82309 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -4881492.500000 Penalty: 3714.594727
	Iteration 10Q: 3 clusters Score -4881492 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83991 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -4882817.500000 Penalty: 3714.594727
	Iteration 11Q: 3 clusters Score -4882818 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85083 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -4883536.000000 Penalty: 3714.594727
	Iteration 12Q: 3 clusters Score -4883536 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85803 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -4883900.500000 Penalty: 3714.594727
	Iteration 13Q: 3 clusters Score -4883900 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86341 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -4884133.000000 Penalty: 3714.594727
	Iteration 14Q: 3 clusters Score -4884133 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86752 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -4884315.500000 Penalty: 3714.594727
	Iteration 15Q: 3 clusters Score -4884316 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87081 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -4884410.000000 Penalty: 3714.594727
	Iteration 16Q: 3 clusters Score -4884410 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87368 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -4884488.000000 Penalty: 3714.594727
	Iteration 17Q: 3 clusters Score -4884488 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87603 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -4884557.500000 Penalty: 3714.594727
	Iteration 18Q: 3 clusters Score -4884558 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87817 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -4884654.500000 Penalty: 3714.594727
	Iteration 19Q: 3 clusters Score -4884654 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88014 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -4884709.000000 Penalty: 3714.594727
	Iteration 20F: 3 clusters Score -4884709 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88178 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -4884775.500000 Penalty: 3714.594727
	Iteration 21Q: 3 clusters Score -4884776 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88321 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -4884808.500000 Penalty: 3714.594727
	Iteration 22Q: 3 clusters Score -4884808 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88448 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -4884842.000000 Penalty: 3714.594727
	Iteration 23Q: 3 clusters Score -4884842 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88556 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -4884855.500000 Penalty: 3714.594727
	Iteration 24Q: 3 clusters Score -4884856 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88652 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -4884850.000000 Penalty: 3714.594727
	Iteration 25Q: 3 clusters Score -4884850 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88716 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -4884871.000000 Penalty: 3714.594727
	Iteration 26Q: 3 clusters Score -4884871 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88785 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -4884881.500000 Penalty: 3714.594727
	Iteration 27Q: 3 clusters Score -4884882 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88836 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -4884890.500000 Penalty: 3714.594727
	Iteration 28Q: 3 clusters Score -4884890 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88881 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -4884896.000000 Penalty: 3714.594727
	Iteration 29Q: 3 clusters Score -4884896 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88935 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -4884915.500000 Penalty: 3714.594727
	Iteration 30Q: 3 clusters Score -4884916 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88978 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -4884926.500000 Penalty: 3714.594727
	Iteration 31Q: 3 clusters Score -4884926 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89011 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -4884925.000000 Penalty: 3714.594727
	Iteration 32Q: 3 clusters Score -4884925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89030 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -4884936.500000 Penalty: 3714.594727
	Iteration 33Q: 3 clusters Score -4884936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89054 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -4884941.000000 Penalty: 3714.594727
	Iteration 34Q: 3 clusters Score -4884941 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89084 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -4884943.500000 Penalty: 3714.594727
	Iteration 35Q: 3 clusters Score -4884944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89112 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -4884948.000000 Penalty: 3714.594727
	Iteration 36Q: 3 clusters Score -4884948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89151 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -4884956.000000 Penalty: 3714.594727
	Iteration 37Q: 3 clusters Score -4884956 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89189 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -4884971.000000 Penalty: 3714.594727
	Iteration 38Q: 3 clusters Score -4884971 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89230 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4884979.500000 Penalty: 3714.594727
	Iteration 39Q: 3 clusters Score -4884980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89260 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -4884982.500000 Penalty: 3714.594727
	Iteration 40F: 3 clusters Score -4884982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89281 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -4884981.500000 Penalty: 3714.594727
	Iteration 41Q: 3 clusters Score -4884982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89303 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4884997.000000 Penalty: 3714.594727
	Iteration 42Q: 3 clusters Score -4884997 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89331 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -4885017.500000 Penalty: 3714.594727
	Iteration 43Q: 3 clusters Score -4885018 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89366 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -4885024.000000 Penalty: 3714.594727
	Iteration 44Q: 3 clusters Score -4885024 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89390 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -4885029.000000 Penalty: 3714.594727
	Iteration 45Q: 3 clusters Score -4885029 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89416 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -4885049.500000 Penalty: 3714.594727
	Iteration 46Q: 3 clusters Score -4885050 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89448 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4885072.000000 Penalty: 3714.594727
	Iteration 47Q: 3 clusters Score -4885072 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89485 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -4885099.500000 Penalty: 3714.594727
	Iteration 48Q: 3 clusters Score -4885100 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89526 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -4885126.500000 Penalty: 3714.594727
	Iteration 49Q: 3 clusters Score -4885126 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89559 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4885160.500000 Penalty: 3714.594727
	Iteration 50Q: 3 clusters Score -4885160 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89579 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4885191.500000 Penalty: 3714.594727
	Iteration 51Q: 3 clusters Score -4885192 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89607 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4885216.000000 Penalty: 3714.594727
	Iteration 52Q: 3 clusters Score -4885216 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89623 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4885247.000000 Penalty: 3714.594727
	Iteration 53Q: 3 clusters Score -4885247 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89625 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4885295.000000 Penalty: 3714.594727
	Iteration 54Q: 3 clusters Score -4885295 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89633 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -4885339.000000 Penalty: 3714.594727
	Iteration 55Q: 3 clusters Score -4885339 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89627 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4885378.500000 Penalty: 3714.594727
	Iteration 56Q: 3 clusters Score -4885378 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89585 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -4885432.000000 Penalty: 3714.594727
	Iteration 57Q: 3 clusters Score -4885432 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89546 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -4885503.000000 Penalty: 3714.594727
	Iteration 58Q: 3 clusters Score -4885503 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89518 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -4885553.000000 Penalty: 3714.594727
	Iteration 59Q: 3 clusters Score -4885553 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89488 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -4885565.500000 Penalty: 3714.594727
	Iteration 60F: 3 clusters Score -4885566 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89455 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -4885590.000000 Penalty: 3714.594727
	Iteration 61Q: 3 clusters Score -4885590 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89408 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4885618.000000 Penalty: 3714.594727
	Iteration 62Q: 3 clusters Score -4885618 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89374 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -4885643.500000 Penalty: 3714.594727
	Iteration 63Q: 3 clusters Score -4885644 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89353 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -4885666.000000 Penalty: 3714.594727
	Iteration 64Q: 3 clusters Score -4885666 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89339 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -4885679.000000 Penalty: 3714.594727
	Iteration 65Q: 3 clusters Score -4885679 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89320 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4885676.000000 Penalty: 3714.594727
	Iteration 66Q: 3 clusters Score -4885676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89307 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4885684.000000 Penalty: 3714.594727
	Iteration 67Q: 3 clusters Score -4885684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89297 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4885691.000000 Penalty: 3714.594727
	Iteration 68Q: 3 clusters Score -4885691 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89298 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -4885697.500000 Penalty: 3714.594727
	Iteration 69Q: 3 clusters Score -4885698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89303 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4885696.000000 Penalty: 3714.594727
	Iteration 70Q: 3 clusters Score -4885696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89303 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4885701.000000 Penalty: 3714.594727
	Iteration 71Q: 3 clusters Score -4885701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89303 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4885705.000000 Penalty: 3714.594727
	Iteration 72Q: 3 clusters Score -4885705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89301 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -4885707.000000 Penalty: 3714.594727
	Iteration 73Q: 3 clusters Score -4885707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89297 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4885705.500000 Penalty: 3714.594727
	Iteration 74Q: 3 clusters Score -4885706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89294 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4885707.500000 Penalty: 3714.594727
	Iteration 75Q: 3 clusters Score -4885708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89291 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4885699.000000 Penalty: 3714.594727
	Iteration 76Q: 3 clusters Score -4885699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89286 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -4885698.500000 Penalty: 3714.594727
	Iteration 77Q: 3 clusters Score -4885698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89283 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4885704.000000 Penalty: 3714.594727
	Iteration 78Q: 3 clusters Score -4885704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89280 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -4885713.500000 Penalty: 3714.594727
	Iteration 79Q: 3 clusters Score -4885714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89283 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4885718.500000 Penalty: 3714.594727
	Iteration 80F: 3 clusters Score -4885718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89286 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -4885713.500000 Penalty: 3714.594727
	Iteration 81Q: 3 clusters Score -4885714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89287 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -4885711.500000 Penalty: 3714.594727
	Iteration 82Q: 3 clusters Score -4885712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89286 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -4885710.500000 Penalty: 3714.594727
	Iteration 83Q: 3 clusters Score -4885710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89285 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4885713.000000 Penalty: 3714.594727
	Iteration 84Q: 3 clusters Score -4885713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89285 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4885713.000000 Penalty: 3714.594727
	Iteration 85F: 3 clusters Score -4885713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Entering Unmasked Estep 
Score: -447448.875000 Penalty: 1467.397095
	Iteration 0F: 2 clusters Score -447448.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -441306.937500 Penalty: 2934.794189
	Iteration 0F: 3 clusters Score -441306.9 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -443263.718750 Penalty: 2934.794189
	Iteration 1F: 3 clusters Score -443263.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -443453.343750 Penalty: 2934.794189
	Iteration 2F: 3 clusters Score -443453.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -443588.468750 Penalty: 2934.794189
	Iteration 3Q: 3 clusters Score -443588.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -443688.312500 Penalty: 2934.794189
	Iteration 4Q: 3 clusters Score -443688.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -443768.250000 Penalty: 2934.794189
	Iteration 5Q: 3 clusters Score -443768.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -443828.031250 Penalty: 2934.794189
	Iteration 6Q: 3 clusters Score -443828 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -443867.500000 Penalty: 2934.794189
	Iteration 7Q: 3 clusters Score -443867.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -443906.000000 Penalty: 2934.794189
	Iteration 8Q: 3 clusters Score -443906 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -443937.406250 Penalty: 2934.794189
	Iteration 9Q: 3 clusters Score -443937.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -443968.187500 Penalty: 2934.794189
	Iteration 10Q: 3 clusters Score -443968.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -444003.062500 Penalty: 2934.794189
	Iteration 11Q: 3 clusters Score -444003.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -444031.968750 Penalty: 2934.794189
	Iteration 12Q: 3 clusters Score -444032 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -444057.593750 Penalty: 2934.794189
	Iteration 13Q: 3 clusters Score -444057.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -444091.875000 Penalty: 2934.794189
	Iteration 14Q: 3 clusters Score -444091.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -444136.343750 Penalty: 2934.794189
	Iteration 15Q: 3 clusters Score -444136.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -444193.312500 Penalty: 2934.794189
	Iteration 16Q: 3 clusters Score -444193.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -444247.562500 Penalty: 2934.794189
	Iteration 17Q: 3 clusters Score -444247.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -444295.656250 Penalty: 2934.794189
	Iteration 18Q: 3 clusters Score -444295.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -444345.718750 Penalty: 2934.794189
	Iteration 19Q: 3 clusters Score -444345.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -444435.000000 Penalty: 2934.794189
	Iteration 20F: 3 clusters Score -444435 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -444562.437500 Penalty: 2934.794189
	Iteration 21Q: 3 clusters Score -444562.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -444736.125000 Penalty: 2934.794189
	Iteration 22Q: 3 clusters Score -444736.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -444933.531250 Penalty: 2934.794189
	Iteration 23Q: 3 clusters Score -444933.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -445150.875000 Penalty: 2934.794189
	Iteration 24Q: 3 clusters Score -445150.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -445391.843750 Penalty: 2934.794189
	Iteration 25Q: 3 clusters Score -445391.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -445595.625000 Penalty: 2934.794189
	Iteration 26Q: 3 clusters Score -445595.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -445766.125000 Penalty: 2934.794189
	Iteration 27Q: 3 clusters Score -445766.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -445890.281250 Penalty: 2934.794189
	Iteration 28Q: 3 clusters Score -445890.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -445988.187500 Penalty: 2934.794189
	Iteration 29Q: 3 clusters Score -445988.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -446041.250000 Penalty: 2934.794189
	Iteration 30Q: 3 clusters Score -446041.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -446068.968750 Penalty: 2934.794189
	Iteration 31Q: 3 clusters Score -446069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -446092.500000 Penalty: 2934.794189
	Iteration 32Q: 3 clusters Score -446092.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -446110.937500 Penalty: 2934.794189
	Iteration 33Q: 3 clusters Score -446110.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -446124.812500 Penalty: 2934.794189
	Iteration 34Q: 3 clusters Score -446124.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -446131.406250 Penalty: 2934.794189
	Iteration 35Q: 3 clusters Score -446131.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -446134.562500 Penalty: 2934.794189
	Iteration 36Q: 3 clusters Score -446134.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -446139.781250 Penalty: 2934.794189
	Iteration 37Q: 3 clusters Score -446139.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -446144.375000 Penalty: 2934.794189
	Iteration 38Q: 3 clusters Score -446144.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -446148.312500 Penalty: 2934.794189
	Iteration 39Q: 3 clusters Score -446148.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -446150.656250 Penalty: 2934.794189
	Iteration 40F: 3 clusters Score -446150.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -446155.531250 Penalty: 2934.794189
	Iteration 41Q: 3 clusters Score -446155.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -446163.937500 Penalty: 2934.794189
	Iteration 42Q: 3 clusters Score -446163.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -446168.187500 Penalty: 2934.794189
	Iteration 43Q: 3 clusters Score -446168.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -446170.562500 Penalty: 2934.794189
	Iteration 44Q: 3 clusters Score -446170.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -446173.687500 Penalty: 2934.794189
	Iteration 45Q: 3 clusters Score -446173.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -446177.062500 Penalty: 2934.794189
	Iteration 46Q: 3 clusters Score -446177.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -446178.468750 Penalty: 2934.794189
	Iteration 47Q: 3 clusters Score -446178.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -446178.468750 Penalty: 2934.794189
	Iteration 48F: 3 clusters Score -446178.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -170443.609375 Penalty: 1318.041992
	Iteration 0F: 2 clusters Score -170443.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -167472.781250 Penalty: 2636.083984
	Iteration 0F: 3 clusters Score -167472.8 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -168313.390625 Penalty: 2636.083984
	Iteration 1F: 3 clusters Score -168313.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -168551.859375 Penalty: 2636.083984
	Iteration 2F: 3 clusters Score -168551.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -168759.296875 Penalty: 2636.083984
	Iteration 3F: 3 clusters Score -168759.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -168939.359375 Penalty: 2636.083984
	Iteration 4F: 3 clusters Score -168939.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -169084.125000 Penalty: 2636.083984
	Iteration 5F: 3 clusters Score -169084.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -169210.734375 Penalty: 2636.083984
	Iteration 6Q: 3 clusters Score -169210.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -169311.765625 Penalty: 2636.083984
	Iteration 7Q: 3 clusters Score -169311.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -169375.562500 Penalty: 2636.083984
	Iteration 8Q: 3 clusters Score -169375.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -169411.125000 Penalty: 2636.083984
	Iteration 9Q: 3 clusters Score -169411.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -169437.125000 Penalty: 2636.083984
	Iteration 10Q: 3 clusters Score -169437.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -169455.406250 Penalty: 2636.083984
	Iteration 11Q: 3 clusters Score -169455.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -169474.593750 Penalty: 2636.083984
	Iteration 12Q: 3 clusters Score -169474.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -169494.078125 Penalty: 2636.083984
	Iteration 13Q: 3 clusters Score -169494.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -169511.593750 Penalty: 2636.083984
	Iteration 14Q: 3 clusters Score -169511.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -169522.640625 Penalty: 2636.083984
	Iteration 15Q: 3 clusters Score -169522.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -169528.109375 Penalty: 2636.083984
	Iteration 16Q: 3 clusters Score -169528.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -169535.828125 Penalty: 2636.083984
	Iteration 17Q: 3 clusters Score -169535.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -169540.640625 Penalty: 2636.083984
	Iteration 18Q: 3 clusters Score -169540.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -169543.687500 Penalty: 2636.083984
	Iteration 19Q: 3 clusters Score -169543.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -169545.640625 Penalty: 2636.083984
	Iteration 20F: 3 clusters Score -169545.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -169546.578125 Penalty: 2636.083984
	Iteration 21Q: 3 clusters Score -169546.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -169548.437500 Penalty: 2636.083984
	Iteration 22Q: 3 clusters Score -169548.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -169548.953125 Penalty: 2636.083984
	Iteration 23Q: 3 clusters Score -169549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -169549.828125 Penalty: 2636.083984
	Iteration 24Q: 3 clusters Score -169549.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -169549.734375 Penalty: 2636.083984
	Iteration 25Q: 3 clusters Score -169549.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -169549.734375 Penalty: 2636.083984
	Iteration 26F: 3 clusters Score -169549.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Entering Unmasked Estep 
Score: -807230.437500 Penalty: 1560.847656
	Iteration 0F: 2 clusters Score -807230.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -796981.625000 Penalty: 3121.695312
	Iteration 0F: 3 clusters Score -796981.6 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -800578.562500 Penalty: 3121.695312
	Iteration 1F: 3 clusters Score -800578.6 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -800788.125000 Penalty: 3121.695312
	Iteration 2Q: 3 clusters Score -800788.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -800947.312500 Penalty: 3121.695312
	Iteration 3Q: 3 clusters Score -800947.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -801104.125000 Penalty: 3121.695312
	Iteration 4Q: 3 clusters Score -801104.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -801252.812500 Penalty: 3121.695312
	Iteration 5Q: 3 clusters Score -801252.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -801408.375000 Penalty: 3121.695312
	Iteration 6Q: 3 clusters Score -801408.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -801586.562500 Penalty: 3121.695312
	Iteration 7Q: 3 clusters Score -801586.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -801801.562500 Penalty: 3121.695312
	Iteration 8Q: 3 clusters Score -801801.6 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -802063.000000 Penalty: 3121.695312
	Iteration 9Q: 3 clusters Score -802063 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -802418.062500 Penalty: 3121.695312
	Iteration 10Q: 3 clusters Score -802418.1 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -802881.625000 Penalty: 3121.695312
	Iteration 11F: 3 clusters Score -802881.6 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -803423.625000 Penalty: 3121.695312
	Iteration 12F: 3 clusters Score -803423.6 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -804037.250000 Penalty: 3121.695312
	Iteration 13F: 3 clusters Score -804037.2 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -804624.000000 Penalty: 3121.695312
	Iteration 14Q: 3 clusters Score -804624 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -805093.937500 Penalty: 3121.695312
	Iteration 15Q: 3 clusters Score -805093.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -805411.875000 Penalty: 3121.695312
	Iteration 16Q: 3 clusters Score -805411.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -805612.937500 Penalty: 3121.695312
	Iteration 17Q: 3 clusters Score -805612.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -805731.875000 Penalty: 3121.695312
	Iteration 18Q: 3 clusters Score -805731.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -805784.687500 Penalty: 3121.695312
	Iteration 19Q: 3 clusters Score -805784.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -805814.687500 Penalty: 3121.695312
	Iteration 20F: 3 clusters Score -805814.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -805836.062500 Penalty: 3121.695312
	Iteration 21Q: 3 clusters Score -805836.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -805848.187500 Penalty: 3121.695312
	Iteration 22Q: 3 clusters Score -805848.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -805862.937500 Penalty: 3121.695312
	Iteration 23Q: 3 clusters Score -805862.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -805876.375000 Penalty: 3121.695312
	Iteration 24Q: 3 clusters Score -805876.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -805887.375000 Penalty: 3121.695312
	Iteration 25Q: 3 clusters Score -805887.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -805897.937500 Penalty: 3121.695312
	Iteration 26Q: 3 clusters Score -805897.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -805903.875000 Penalty: 3121.695312
	Iteration 27Q: 3 clusters Score -805903.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -805910.312500 Penalty: 3121.695312
	Iteration 28Q: 3 clusters Score -805910.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -805914.312500 Penalty: 3121.695312
	Iteration 29Q: 3 clusters Score -805914.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -805914.312500 Penalty: 3121.695312
	Iteration 30F: 3 clusters Score -805914.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59078 members 
Entering Unmasked Estep 
Score: -3172068.000000 Penalty: 1785.324829
	Iteration 0F: 2 clusters Score -3172068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -3132604.750000 Penalty: 3570.649658
	Iteration 0F: 3 clusters Score -3132605 nChanged 27800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -3148688.750000 Penalty: 3570.649658
	Iteration 1F: 3 clusters Score -3148689 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -3149511.250000 Penalty: 3570.649658
	Iteration 2Q: 3 clusters Score -3149511 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -3150867.750000 Penalty: 3570.649658
	Iteration 3Q: 3 clusters Score -3150868 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -3153162.500000 Penalty: 3570.649658
	Iteration 4F: 3 clusters Score -3153162 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -3156846.000000 Penalty: 3570.649658
	Iteration 5F: 3 clusters Score -3156846 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 50028 members 
Entering Unmasked Estep 
Score: -3161643.500000 Penalty: 3570.649658
	Iteration 6F: 3 clusters Score -3161644 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -3166073.000000 Penalty: 3570.649658
	Iteration 7F: 3 clusters Score -3166073 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 57238 members 
Entering Unmasked Estep 
Score: -3168844.750000 Penalty: 3570.649658
	Iteration 8Q: 3 clusters Score -3168845 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 58352 members 
Entering Unmasked Estep 
Score: -3169874.750000 Penalty: 3570.649658
	Iteration 9Q: 3 clusters Score -3169875 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 58710 members 
Entering Unmasked Estep 
Score: -3170221.500000 Penalty: 3570.649658
	Iteration 10Q: 3 clusters Score -3170222 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 58813 members 
Entering Unmasked Estep 
Score: -3170355.000000 Penalty: 3570.649658
	Iteration 11Q: 3 clusters Score -3170355 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 58851 members 
Entering Unmasked Estep 
Score: -3170445.250000 Penalty: 3570.649658
	Iteration 12Q: 3 clusters Score -3170445 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 58874 members 
Entering Unmasked Estep 
Score: -3170499.000000 Penalty: 3570.649658
	Iteration 13Q: 3 clusters Score -3170499 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 58877 members 
Entering Unmasked Estep 
Score: -3170523.750000 Penalty: 3570.649658
	Iteration 14Q: 3 clusters Score -3170524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 58881 members 
Entering Unmasked Estep 
Score: -3170533.250000 Penalty: 3570.649658
	Iteration 15Q: 3 clusters Score -3170533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 58881 members 
Entering Unmasked Estep 
Score: -3170538.750000 Penalty: 3570.649658
	Iteration 16Q: 3 clusters Score -3170539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 58883 members 
Entering Unmasked Estep 
Score: -3170541.250000 Penalty: 3570.649658
	Iteration 17Q: 3 clusters Score -3170541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 58884 members 
Entering Unmasked Estep 
Score: -3170544.250000 Penalty: 3570.649658
	Iteration 18Q: 3 clusters Score -3170544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 58885 members 
Entering Unmasked Estep 
Score: -3170547.250000 Penalty: 3570.649658
	Iteration 19Q: 3 clusters Score -3170547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 58887 members 
Entering Unmasked Estep 
Score: -3170548.250000 Penalty: 3570.649658
	Iteration 20F: 3 clusters Score -3170548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Entering Unmasked Estep 
Score: -737605.562500 Penalty: 1556.857544
	Iteration 0F: 2 clusters Score -737605.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -727525.625000 Penalty: 3113.715088
	Iteration 0F: 3 clusters Score -727525.6 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -731285.562500 Penalty: 3113.715088
	Iteration 1F: 3 clusters Score -731285.6 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -732070.062500 Penalty: 3113.715088
	Iteration 2F: 3 clusters Score -732070.1 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -733005.562500 Penalty: 3113.715088
	Iteration 3F: 3 clusters Score -733005.6 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -734040.375000 Penalty: 3113.715088
	Iteration 4F: 3 clusters Score -734040.4 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -735039.437500 Penalty: 3113.715088
	Iteration 5F: 3 clusters Score -735039.4 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -735714.750000 Penalty: 3113.715088
	Iteration 6F: 3 clusters Score -735714.8 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -736164.437500 Penalty: 3113.715088
	Iteration 7Q: 3 clusters Score -736164.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -736445.937500 Penalty: 3113.715088
	Iteration 8Q: 3 clusters Score -736445.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -736600.000000 Penalty: 3113.715088
	Iteration 9Q: 3 clusters Score -736600 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -736675.937500 Penalty: 3113.715088
	Iteration 10Q: 3 clusters Score -736675.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -736722.750000 Penalty: 3113.715088
	Iteration 11Q: 3 clusters Score -736722.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -736753.375000 Penalty: 3113.715088
	Iteration 12Q: 3 clusters Score -736753.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -736775.562500 Penalty: 3113.715088
	Iteration 13Q: 3 clusters Score -736775.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -736788.500000 Penalty: 3113.715088
	Iteration 14Q: 3 clusters Score -736788.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -736797.562500 Penalty: 3113.715088
	Iteration 15Q: 3 clusters Score -736797.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -736805.625000 Penalty: 3113.715088
	Iteration 16Q: 3 clusters Score -736805.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -736807.000000 Penalty: 3113.715088
	Iteration 17Q: 3 clusters Score -736807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -736811.812500 Penalty: 3113.715088
	Iteration 18Q: 3 clusters Score -736811.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -736815.500000 Penalty: 3113.715088
	Iteration 19Q: 3 clusters Score -736815.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -736820.437500 Penalty: 3113.715088
	Iteration 20F: 3 clusters Score -736820.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -736824.062500 Penalty: 3113.715088
	Iteration 21Q: 3 clusters Score -736824.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -736821.062500 Penalty: 3113.715088
	Iteration 22Q: 3 clusters Score -736821.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -736825.937500 Penalty: 3113.715088
	Iteration 23Q: 3 clusters Score -736825.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -736828.437500 Penalty: 3113.715088
	Iteration 24Q: 3 clusters Score -736828.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -736829.937500 Penalty: 3113.715088
	Iteration 25Q: 3 clusters Score -736829.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -736831.187500 Penalty: 3113.715088
	Iteration 26Q: 3 clusters Score -736831.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -736830.750000 Penalty: 3113.715088
	Iteration 27Q: 3 clusters Score -736830.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -736829.562500 Penalty: 3113.715088
	Iteration 28Q: 3 clusters Score -736829.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -736830.937500 Penalty: 3113.715088
	Iteration 29Q: 3 clusters Score -736830.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -736832.562500 Penalty: 3113.715088
	Iteration 30Q: 3 clusters Score -736832.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -736832.562500 Penalty: 3113.715088
	Iteration 31F: 3 clusters Score -736832.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Entering Unmasked Estep 
Score: -1746001.625000 Penalty: 1695.448120
	Iteration 0F: 2 clusters Score -1746002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -1723312.125000 Penalty: 3390.896240
	Iteration 0F: 3 clusters Score -1723312 nChanged 15586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -1732191.375000 Penalty: 3390.896240
	Iteration 1F: 3 clusters Score -1732191 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -1732568.375000 Penalty: 3390.896240
	Iteration 2Q: 3 clusters Score -1732568 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -1732931.625000 Penalty: 3390.896240
	Iteration 3Q: 3 clusters Score -1732932 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -1733332.000000 Penalty: 3390.896240
	Iteration 4Q: 3 clusters Score -1733332 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -1733824.375000 Penalty: 3390.896240
	Iteration 5Q: 3 clusters Score -1733824 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -1734500.000000 Penalty: 3390.896240
	Iteration 6Q: 3 clusters Score -1734500 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -1735503.125000 Penalty: 3390.896240
	Iteration 7F: 3 clusters Score -1735503 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -1736897.750000 Penalty: 3390.896240
	Iteration 8F: 3 clusters Score -1736898 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -1738481.750000 Penalty: 3390.896240
	Iteration 9F: 3 clusters Score -1738482 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -1739892.000000 Penalty: 3390.896240
	Iteration 10F: 3 clusters Score -1739892 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -1740948.250000 Penalty: 3390.896240
	Iteration 11Q: 3 clusters Score -1740948 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -1741773.875000 Penalty: 3390.896240
	Iteration 12Q: 3 clusters Score -1741774 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -1742423.250000 Penalty: 3390.896240
	Iteration 13Q: 3 clusters Score -1742423 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -1742977.250000 Penalty: 3390.896240
	Iteration 14Q: 3 clusters Score -1742977 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -1743373.875000 Penalty: 3390.896240
	Iteration 15Q: 3 clusters Score -1743374 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -1743696.500000 Penalty: 3390.896240
	Iteration 16Q: 3 clusters Score -1743696 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -1743972.625000 Penalty: 3390.896240
	Iteration 17Q: 3 clusters Score -1743973 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -1744170.500000 Penalty: 3390.896240
	Iteration 18Q: 3 clusters Score -1744170 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -1744300.625000 Penalty: 3390.896240
	Iteration 19Q: 3 clusters Score -1744301 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -1744380.750000 Penalty: 3390.896240
	Iteration 20F: 3 clusters Score -1744381 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -1744438.750000 Penalty: 3390.896240
	Iteration 21Q: 3 clusters Score -1744439 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -1744476.250000 Penalty: 3390.896240
	Iteration 22Q: 3 clusters Score -1744476 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 32759 members 
Entering Unmasked Estep 
Score: -1744504.625000 Penalty: 3390.896240
	Iteration 23Q: 3 clusters Score -1744505 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -1744531.625000 Penalty: 3390.896240
	Iteration 24Q: 3 clusters Score -1744532 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -1744546.375000 Penalty: 3390.896240
	Iteration 25Q: 3 clusters Score -1744546 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -1744559.125000 Penalty: 3390.896240
	Iteration 26Q: 3 clusters Score -1744559 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -1744568.875000 Penalty: 3390.896240
	Iteration 27Q: 3 clusters Score -1744569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -1744573.750000 Penalty: 3390.896240
	Iteration 28Q: 3 clusters Score -1744574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -1744577.375000 Penalty: 3390.896240
	Iteration 29Q: 3 clusters Score -1744577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -1744588.250000 Penalty: 3390.896240
	Iteration 30Q: 3 clusters Score -1744588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -1744594.125000 Penalty: 3390.896240
	Iteration 31Q: 3 clusters Score -1744594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -1744600.625000 Penalty: 3390.896240
	Iteration 32Q: 3 clusters Score -1744601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -1744614.000000 Penalty: 3390.896240
	Iteration 33Q: 3 clusters Score -1744614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -1744619.750000 Penalty: 3390.896240
	Iteration 34Q: 3 clusters Score -1744620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -1744627.750000 Penalty: 3390.896240
	Iteration 35Q: 3 clusters Score -1744628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -1744633.125000 Penalty: 3390.896240
	Iteration 36Q: 3 clusters Score -1744633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -1744637.750000 Penalty: 3390.896240
	Iteration 37Q: 3 clusters Score -1744638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -1744641.375000 Penalty: 3390.896240
	Iteration 38Q: 3 clusters Score -1744641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -1744645.250000 Penalty: 3390.896240
	Iteration 39Q: 3 clusters Score -1744645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -1744646.000000 Penalty: 3390.896240
	Iteration 40F: 3 clusters Score -1744646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -1744647.750000 Penalty: 3390.896240
	Iteration 41Q: 3 clusters Score -1744648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -1744650.875000 Penalty: 3390.896240
	Iteration 42Q: 3 clusters Score -1744651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -1744654.250000 Penalty: 3390.896240
	Iteration 43Q: 3 clusters Score -1744654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -1744658.875000 Penalty: 3390.896240
	Iteration 44Q: 3 clusters Score -1744659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -1744661.000000 Penalty: 3390.896240
	Iteration 45Q: 3 clusters Score -1744661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -1744663.250000 Penalty: 3390.896240
	Iteration 46Q: 3 clusters Score -1744663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -1744670.250000 Penalty: 3390.896240
	Iteration 47Q: 3 clusters Score -1744670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -1744673.125000 Penalty: 3390.896240
	Iteration 48Q: 3 clusters Score -1744673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -1744677.250000 Penalty: 3390.896240
	Iteration 49Q: 3 clusters Score -1744677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -1744676.125000 Penalty: 3390.896240
	Iteration 50Q: 3 clusters Score -1744676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -1744678.125000 Penalty: 3390.896240
	Iteration 51Q: 3 clusters Score -1744678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -1744679.375000 Penalty: 3390.896240
	Iteration 52Q: 3 clusters Score -1744679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -1744682.125000 Penalty: 3390.896240
	Iteration 53Q: 3 clusters Score -1744682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -1744682.875000 Penalty: 3390.896240
	Iteration 54Q: 3 clusters Score -1744683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -1744686.000000 Penalty: 3390.896240
	Iteration 55Q: 3 clusters Score -1744686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -1744686.750000 Penalty: 3390.896240
	Iteration 56Q: 3 clusters Score -1744687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -1744686.750000 Penalty: 3390.896240
	Iteration 57F: 3 clusters Score -1744687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Entering Unmasked Estep 
Score: -429444.656250 Penalty: 1471.679565
	Iteration 0F: 2 clusters Score -429444.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -423267.718750 Penalty: 2943.359131
	Iteration 0F: 3 clusters Score -423267.7 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -425239.781250 Penalty: 2943.359131
	Iteration 1F: 3 clusters Score -425239.8 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -425586.562500 Penalty: 2943.359131
	Iteration 2F: 3 clusters Score -425586.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -425952.156250 Penalty: 2943.359131
	Iteration 3F: 3 clusters Score -425952.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -426407.718750 Penalty: 2943.359131
	Iteration 4F: 3 clusters Score -426407.7 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -426921.437500 Penalty: 2943.359131
	Iteration 5F: 3 clusters Score -426921.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -427429.375000 Penalty: 2943.359131
	Iteration 6F: 3 clusters Score -427429.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -427869.468750 Penalty: 2943.359131
	Iteration 7F: 3 clusters Score -427869.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -428215.906250 Penalty: 2943.359131
	Iteration 8Q: 3 clusters Score -428215.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -428487.750000 Penalty: 2943.359131
	Iteration 9Q: 3 clusters Score -428487.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -428652.156250 Penalty: 2943.359131
	Iteration 10Q: 3 clusters Score -428652.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -428734.750000 Penalty: 2943.359131
	Iteration 11Q: 3 clusters Score -428734.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -428777.750000 Penalty: 2943.359131
	Iteration 12Q: 3 clusters Score -428777.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -428799.125000 Penalty: 2943.359131
	Iteration 13Q: 3 clusters Score -428799.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -428808.781250 Penalty: 2943.359131
	Iteration 14Q: 3 clusters Score -428808.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -428818.375000 Penalty: 2943.359131
	Iteration 15Q: 3 clusters Score -428818.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -428821.000000 Penalty: 2943.359131
	Iteration 16Q: 3 clusters Score -428821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -428821.781250 Penalty: 2943.359131
	Iteration 17Q: 3 clusters Score -428821.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -428824.156250 Penalty: 2943.359131
	Iteration 18Q: 3 clusters Score -428824.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -428823.843750 Penalty: 2943.359131
	Iteration 19Q: 3 clusters Score -428823.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -428824.625000 Penalty: 2943.359131
	Iteration 20F: 3 clusters Score -428824.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -428824.468750 Penalty: 2943.359131
	Iteration 21Q: 3 clusters Score -428824.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -428825.843750 Penalty: 2943.359131
	Iteration 22Q: 3 clusters Score -428825.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -428826.343750 Penalty: 2943.359131
	Iteration 23Q: 3 clusters Score -428826.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -428827.000000 Penalty: 2943.359131
	Iteration 24Q: 3 clusters Score -428827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -428826.375000 Penalty: 2943.359131
	Iteration 25Q: 3 clusters Score -428826.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -428826.375000 Penalty: 2943.359131
	Iteration 26F: 3 clusters Score -428826.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Entering Unmasked Estep 
Score: -358511.406250 Penalty: 1434.939453
	Iteration 0F: 2 clusters Score -358511.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -353404.187500 Penalty: 2869.878906
	Iteration 0F: 3 clusters Score -353404.2 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -354924.125000 Penalty: 2869.878906
	Iteration 1F: 3 clusters Score -354924.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -355142.312500 Penalty: 2869.878906
	Iteration 2F: 3 clusters Score -355142.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -355315.468750 Penalty: 2869.878906
	Iteration 3F: 3 clusters Score -355315.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -355462.937500 Penalty: 2869.878906
	Iteration 4Q: 3 clusters Score -355462.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -355612.156250 Penalty: 2869.878906
	Iteration 5Q: 3 clusters Score -355612.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -355801.031250 Penalty: 2869.878906
	Iteration 6Q: 3 clusters Score -355801 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -356012.843750 Penalty: 2869.878906
	Iteration 7Q: 3 clusters Score -356012.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -356242.468750 Penalty: 2869.878906
	Iteration 8F: 3 clusters Score -356242.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -356426.718750 Penalty: 2869.878906
	Iteration 9Q: 3 clusters Score -356426.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -356580.343750 Penalty: 2869.878906
	Iteration 10Q: 3 clusters Score -356580.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -356711.468750 Penalty: 2869.878906
	Iteration 11Q: 3 clusters Score -356711.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -356822.718750 Penalty: 2869.878906
	Iteration 12Q: 3 clusters Score -356822.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -356912.437500 Penalty: 2869.878906
	Iteration 13Q: 3 clusters Score -356912.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -356995.281250 Penalty: 2869.878906
	Iteration 14Q: 3 clusters Score -356995.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -357067.093750 Penalty: 2869.878906
	Iteration 15Q: 3 clusters Score -357067.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -357121.375000 Penalty: 2869.878906
	Iteration 16Q: 3 clusters Score -357121.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -357173.187500 Penalty: 2869.878906
	Iteration 17Q: 3 clusters Score -357173.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -357210.250000 Penalty: 2869.878906
	Iteration 18Q: 3 clusters Score -357210.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -357237.093750 Penalty: 2869.878906
	Iteration 19Q: 3 clusters Score -357237.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -357258.750000 Penalty: 2869.878906
	Iteration 20F: 3 clusters Score -357258.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -357273.250000 Penalty: 2869.878906
	Iteration 21Q: 3 clusters Score -357273.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -357286.875000 Penalty: 2869.878906
	Iteration 22Q: 3 clusters Score -357286.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -357291.812500 Penalty: 2869.878906
	Iteration 23Q: 3 clusters Score -357291.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -357294.312500 Penalty: 2869.878906
	Iteration 24Q: 3 clusters Score -357294.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -357298.093750 Penalty: 2869.878906
	Iteration 25Q: 3 clusters Score -357298.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -357304.062500 Penalty: 2869.878906
	Iteration 26Q: 3 clusters Score -357304.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -357311.875000 Penalty: 2869.878906
	Iteration 27Q: 3 clusters Score -357311.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -357316.375000 Penalty: 2869.878906
	Iteration 28Q: 3 clusters Score -357316.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -357318.843750 Penalty: 2869.878906
	Iteration 29Q: 3 clusters Score -357318.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -357319.031250 Penalty: 2869.878906
	Iteration 30Q: 3 clusters Score -357319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -357319.531250 Penalty: 2869.878906
	Iteration 31Q: 3 clusters Score -357319.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -357319.656250 Penalty: 2869.878906
	Iteration 32Q: 3 clusters Score -357319.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -357319.656250 Penalty: 2869.878906
	Iteration 33F: 3 clusters Score -357319.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Entering Unmasked Estep 
Score: -43846.656250 Penalty: 1119.061401
	Iteration 0F: 2 clusters Score -43846.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -42435.066406 Penalty: 2238.122803
	Iteration 0F: 3 clusters Score -42435.07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -42656.187500 Penalty: 2238.122803
	Iteration 1F: 3 clusters Score -42656.19 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -42726.156250 Penalty: 2238.122803
	Iteration 2F: 3 clusters Score -42726.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -42761.316406 Penalty: 2238.122803
	Iteration 3Q: 3 clusters Score -42761.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -42778.492188 Penalty: 2238.122803
	Iteration 4Q: 3 clusters Score -42778.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -42791.746094 Penalty: 2238.122803
	Iteration 5Q: 3 clusters Score -42791.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -42806.421875 Penalty: 2238.122803
	Iteration 6Q: 3 clusters Score -42806.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -42813.468750 Penalty: 2238.122803
	Iteration 7Q: 3 clusters Score -42813.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -42818.058594 Penalty: 2238.122803
	Iteration 8Q: 3 clusters Score -42818.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -42822.109375 Penalty: 2238.122803
	Iteration 9Q: 3 clusters Score -42822.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -42823.902344 Penalty: 2238.122803
	Iteration 10Q: 3 clusters Score -42823.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -42826.449219 Penalty: 2238.122803
	Iteration 11Q: 3 clusters Score -42826.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -42831.863281 Penalty: 2238.122803
	Iteration 12Q: 3 clusters Score -42831.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -42833.816406 Penalty: 2238.122803
	Iteration 13Q: 3 clusters Score -42833.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -42833.816406 Penalty: 2238.122803
	Iteration 14F: 3 clusters Score -42833.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Entering Unmasked Estep 
Score: -213539.468750 Penalty: 1363.418579
	Iteration 0F: 2 clusters Score -213539.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -209930.984375 Penalty: 2726.837158
	Iteration 0F: 3 clusters Score -209931 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -210888.484375 Penalty: 2726.837158
	Iteration 1F: 3 clusters Score -210888.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -211126.953125 Penalty: 2726.837158
	Iteration 2F: 3 clusters Score -211127 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -211397.703125 Penalty: 2726.837158
	Iteration 3F: 3 clusters Score -211397.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -211696.937500 Penalty: 2726.837158
	Iteration 4F: 3 clusters Score -211696.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -211941.796875 Penalty: 2726.837158
	Iteration 5F: 3 clusters Score -211941.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -212151.531250 Penalty: 2726.837158
	Iteration 6F: 3 clusters Score -212151.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -212338.828125 Penalty: 2726.837158
	Iteration 7F: 3 clusters Score -212338.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -212481.046875 Penalty: 2726.837158
	Iteration 8Q: 3 clusters Score -212481 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -212581.546875 Penalty: 2726.837158
	Iteration 9Q: 3 clusters Score -212581.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -212671.296875 Penalty: 2726.837158
	Iteration 10Q: 3 clusters Score -212671.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -212726.015625 Penalty: 2726.837158
	Iteration 11Q: 3 clusters Score -212726 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -212756.312500 Penalty: 2726.837158
	Iteration 12Q: 3 clusters Score -212756.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -212776.500000 Penalty: 2726.837158
	Iteration 13Q: 3 clusters Score -212776.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -212791.406250 Penalty: 2726.837158
	Iteration 14Q: 3 clusters Score -212791.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -212807.125000 Penalty: 2726.837158
	Iteration 15Q: 3 clusters Score -212807.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -212813.906250 Penalty: 2726.837158
	Iteration 16Q: 3 clusters Score -212813.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -212821.031250 Penalty: 2726.837158
	Iteration 17Q: 3 clusters Score -212821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -212825.562500 Penalty: 2726.837158
	Iteration 18Q: 3 clusters Score -212825.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -212827.296875 Penalty: 2726.837158
	Iteration 19Q: 3 clusters Score -212827.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -212829.734375 Penalty: 2726.837158
	Iteration 20F: 3 clusters Score -212829.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -212831.468750 Penalty: 2726.837158
	Iteration 21Q: 3 clusters Score -212831.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -212834.515625 Penalty: 2726.837158
	Iteration 22Q: 3 clusters Score -212834.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -212837.687500 Penalty: 2726.837158
	Iteration 23Q: 3 clusters Score -212837.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -212839.718750 Penalty: 2726.837158
	Iteration 24Q: 3 clusters Score -212839.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -212841.093750 Penalty: 2726.837158
	Iteration 25Q: 3 clusters Score -212841.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -212843.609375 Penalty: 2726.837158
	Iteration 26Q: 3 clusters Score -212843.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -212844.968750 Penalty: 2726.837158
	Iteration 27Q: 3 clusters Score -212845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -212847.015625 Penalty: 2726.837158
	Iteration 28Q: 3 clusters Score -212847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -212847.859375 Penalty: 2726.837158
	Iteration 29Q: 3 clusters Score -212847.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -212848.515625 Penalty: 2726.837158
	Iteration 30Q: 3 clusters Score -212848.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -212849.531250 Penalty: 2726.837158
	Iteration 31Q: 3 clusters Score -212849.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -212849.328125 Penalty: 2726.837158
	Iteration 32Q: 3 clusters Score -212849.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -212849.984375 Penalty: 2726.837158
	Iteration 33Q: 3 clusters Score -212850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -212850.500000 Penalty: 2726.837158
	Iteration 34Q: 3 clusters Score -212850.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -212850.500000 Penalty: 2726.837158
	Iteration 35F: 3 clusters Score -212850.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Entering Unmasked Estep 
Score: -499816.718750 Penalty: 1481.800659
	Iteration 0F: 2 clusters Score -499816.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -493133.000000 Penalty: 2963.601318
	Iteration 0F: 3 clusters Score -493133 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -495182.031250 Penalty: 2963.601318
	Iteration 1F: 3 clusters Score -495182 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -495391.625000 Penalty: 2963.601318
	Iteration 2F: 3 clusters Score -495391.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -495538.812500 Penalty: 2963.601318
	Iteration 3Q: 3 clusters Score -495538.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -495672.437500 Penalty: 2963.601318
	Iteration 4Q: 3 clusters Score -495672.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -495799.093750 Penalty: 2963.601318
	Iteration 5Q: 3 clusters Score -495799.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -495946.687500 Penalty: 2963.601318
	Iteration 6Q: 3 clusters Score -495946.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -496101.562500 Penalty: 2963.601318
	Iteration 7Q: 3 clusters Score -496101.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -496277.250000 Penalty: 2963.601318
	Iteration 8Q: 3 clusters Score -496277.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -496516.718750 Penalty: 2963.601318
	Iteration 9Q: 3 clusters Score -496516.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -496819.687500 Penalty: 2963.601318
	Iteration 10F: 3 clusters Score -496819.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -497159.218750 Penalty: 2963.601318
	Iteration 11F: 3 clusters Score -497159.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -497543.031250 Penalty: 2963.601318
	Iteration 12F: 3 clusters Score -497543 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -497897.593750 Penalty: 2963.601318
	Iteration 13Q: 3 clusters Score -497897.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -498147.843750 Penalty: 2963.601318
	Iteration 14Q: 3 clusters Score -498147.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -498283.656250 Penalty: 2963.601318
	Iteration 15Q: 3 clusters Score -498283.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -498358.718750 Penalty: 2963.601318
	Iteration 16Q: 3 clusters Score -498358.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -498412.062500 Penalty: 2963.601318
	Iteration 17Q: 3 clusters Score -498412.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -498450.343750 Penalty: 2963.601318
	Iteration 18Q: 3 clusters Score -498450.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -498474.125000 Penalty: 2963.601318
	Iteration 19Q: 3 clusters Score -498474.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -498494.781250 Penalty: 2963.601318
	Iteration 20F: 3 clusters Score -498494.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -498505.875000 Penalty: 2963.601318
	Iteration 21Q: 3 clusters Score -498505.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -498510.000000 Penalty: 2963.601318
	Iteration 22Q: 3 clusters Score -498510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -498518.125000 Penalty: 2963.601318
	Iteration 23Q: 3 clusters Score -498518.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -498527.218750 Penalty: 2963.601318
	Iteration 24Q: 3 clusters Score -498527.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -498533.062500 Penalty: 2963.601318
	Iteration 25Q: 3 clusters Score -498533.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -498534.906250 Penalty: 2963.601318
	Iteration 26Q: 3 clusters Score -498534.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -498537.593750 Penalty: 2963.601318
	Iteration 27Q: 3 clusters Score -498537.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -498538.687500 Penalty: 2963.601318
	Iteration 28Q: 3 clusters Score -498538.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -498538.687500 Penalty: 2963.601318
	Iteration 29F: 3 clusters Score -498538.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Entering Unmasked Estep 
Score: -2363549.250000 Penalty: 1734.977661
	Iteration 0F: 2 clusters Score -2363549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2334553.000000 Penalty: 3469.955322
	Iteration 0F: 3 clusters Score -2334553 nChanged 20289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -2345827.250000 Penalty: 3469.955322
	Iteration 1F: 3 clusters Score -2345827 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -2346288.750000 Penalty: 3469.955322
	Iteration 2Q: 3 clusters Score -2346289 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -2346879.750000 Penalty: 3469.955322
	Iteration 3Q: 3 clusters Score -2346880 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -2347659.250000 Penalty: 3469.955322
	Iteration 4Q: 3 clusters Score -2347659 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -2348737.250000 Penalty: 3469.955322
	Iteration 5Q: 3 clusters Score -2348737 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -2350466.000000 Penalty: 3469.955322
	Iteration 6F: 3 clusters Score -2350466 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -2353007.000000 Penalty: 3469.955322
	Iteration 7F: 3 clusters Score -2353007 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -2355996.000000 Penalty: 3469.955322
	Iteration 8F: 3 clusters Score -2355996 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -2358697.250000 Penalty: 3469.955322
	Iteration 9F: 3 clusters Score -2358697 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -2360456.500000 Penalty: 3469.955322
	Iteration 10Q: 3 clusters Score -2360456 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -2361321.250000 Penalty: 3469.955322
	Iteration 11Q: 3 clusters Score -2361321 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -2361681.250000 Penalty: 3469.955322
	Iteration 12Q: 3 clusters Score -2361681 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -2361839.250000 Penalty: 3469.955322
	Iteration 13Q: 3 clusters Score -2361839 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -2361911.250000 Penalty: 3469.955322
	Iteration 14Q: 3 clusters Score -2361911 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -2361958.250000 Penalty: 3469.955322
	Iteration 15Q: 3 clusters Score -2361958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -2361999.750000 Penalty: 3469.955322
	Iteration 16Q: 3 clusters Score -2362000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -2362017.750000 Penalty: 3469.955322
	Iteration 17Q: 3 clusters Score -2362018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -2362026.000000 Penalty: 3469.955322
	Iteration 18Q: 3 clusters Score -2362026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -2362033.250000 Penalty: 3469.955322
	Iteration 19Q: 3 clusters Score -2362033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -2362035.250000 Penalty: 3469.955322
	Iteration 20F: 3 clusters Score -2362035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -2362037.750000 Penalty: 3469.955322
	Iteration 21Q: 3 clusters Score -2362038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -2362037.750000 Penalty: 3469.955322
	Iteration 22F: 3 clusters Score -2362038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Entering Unmasked Estep 
Score: -723826.562500 Penalty: 1564.228149
	Iteration 0F: 2 clusters Score -723826.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -713292.250000 Penalty: 3128.456299
	Iteration 0F: 3 clusters Score -713292.2 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -716939.625000 Penalty: 3128.456299
	Iteration 1F: 3 clusters Score -716939.6 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -717306.812500 Penalty: 3128.456299
	Iteration 2F: 3 clusters Score -717306.8 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -717769.250000 Penalty: 3128.456299
	Iteration 3F: 3 clusters Score -717769.2 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -718371.687500 Penalty: 3128.456299
	Iteration 4F: 3 clusters Score -718371.7 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -719113.937500 Penalty: 3128.456299
	Iteration 5F: 3 clusters Score -719113.9 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -719865.812500 Penalty: 3128.456299
	Iteration 6F: 3 clusters Score -719865.8 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -720565.750000 Penalty: 3128.456299
	Iteration 7F: 3 clusters Score -720565.8 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -721152.500000 Penalty: 3128.456299
	Iteration 8F: 3 clusters Score -721152.5 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -721536.750000 Penalty: 3128.456299
	Iteration 9Q: 3 clusters Score -721536.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -721748.500000 Penalty: 3128.456299
	Iteration 10Q: 3 clusters Score -721748.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -721863.812500 Penalty: 3128.456299
	Iteration 11Q: 3 clusters Score -721863.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -721931.500000 Penalty: 3128.456299
	Iteration 12Q: 3 clusters Score -721931.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -721983.250000 Penalty: 3128.456299
	Iteration 13Q: 3 clusters Score -721983.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -722027.312500 Penalty: 3128.456299
	Iteration 14Q: 3 clusters Score -722027.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -722067.437500 Penalty: 3128.456299
	Iteration 15Q: 3 clusters Score -722067.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -722103.812500 Penalty: 3128.456299
	Iteration 16Q: 3 clusters Score -722103.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -722135.250000 Penalty: 3128.456299
	Iteration 17Q: 3 clusters Score -722135.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -722165.437500 Penalty: 3128.456299
	Iteration 18Q: 3 clusters Score -722165.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -722201.500000 Penalty: 3128.456299
	Iteration 19Q: 3 clusters Score -722201.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -722233.500000 Penalty: 3128.456299
	Iteration 20F: 3 clusters Score -722233.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -722267.250000 Penalty: 3128.456299
	Iteration 21Q: 3 clusters Score -722267.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -722299.750000 Penalty: 3128.456299
	Iteration 22Q: 3 clusters Score -722299.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -722330.750000 Penalty: 3128.456299
	Iteration 23Q: 3 clusters Score -722330.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -722358.125000 Penalty: 3128.456299
	Iteration 24Q: 3 clusters Score -722358.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -722376.000000 Penalty: 3128.456299
	Iteration 25Q: 3 clusters Score -722376 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -722393.312500 Penalty: 3128.456299
	Iteration 26Q: 3 clusters Score -722393.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -722413.437500 Penalty: 3128.456299
	Iteration 27Q: 3 clusters Score -722413.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -722424.937500 Penalty: 3128.456299
	Iteration 28Q: 3 clusters Score -722424.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -722441.000000 Penalty: 3128.456299
	Iteration 29Q: 3 clusters Score -722441 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -722452.000000 Penalty: 3128.456299
	Iteration 30Q: 3 clusters Score -722452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -722463.375000 Penalty: 3128.456299
	Iteration 31Q: 3 clusters Score -722463.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -722478.500000 Penalty: 3128.456299
	Iteration 32Q: 3 clusters Score -722478.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -722487.687500 Penalty: 3128.456299
	Iteration 33Q: 3 clusters Score -722487.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -722505.750000 Penalty: 3128.456299
	Iteration 34Q: 3 clusters Score -722505.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -722520.562500 Penalty: 3128.456299
	Iteration 35Q: 3 clusters Score -722520.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -722526.437500 Penalty: 3128.456299
	Iteration 36Q: 3 clusters Score -722526.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -722535.812500 Penalty: 3128.456299
	Iteration 37Q: 3 clusters Score -722535.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -722548.250000 Penalty: 3128.456299
	Iteration 38Q: 3 clusters Score -722548.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -722560.375000 Penalty: 3128.456299
	Iteration 39Q: 3 clusters Score -722560.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -722571.062500 Penalty: 3128.456299
	Iteration 40F: 3 clusters Score -722571.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -722580.500000 Penalty: 3128.456299
	Iteration 41Q: 3 clusters Score -722580.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -722586.562500 Penalty: 3128.456299
	Iteration 42Q: 3 clusters Score -722586.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -722593.625000 Penalty: 3128.456299
	Iteration 43Q: 3 clusters Score -722593.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -722602.312500 Penalty: 3128.456299
	Iteration 44Q: 3 clusters Score -722602.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -722609.000000 Penalty: 3128.456299
	Iteration 45Q: 3 clusters Score -722609 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -722612.250000 Penalty: 3128.456299
	Iteration 46Q: 3 clusters Score -722612.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -722612.625000 Penalty: 3128.456299
	Iteration 47Q: 3 clusters Score -722612.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -722619.812500 Penalty: 3128.456299
	Iteration 48Q: 3 clusters Score -722619.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -722621.812500 Penalty: 3128.456299
	Iteration 49Q: 3 clusters Score -722621.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -722626.750000 Penalty: 3128.456299
	Iteration 50Q: 3 clusters Score -722626.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -722627.125000 Penalty: 3128.456299
	Iteration 51Q: 3 clusters Score -722627.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -722630.125000 Penalty: 3128.456299
	Iteration 52Q: 3 clusters Score -722630.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -722632.500000 Penalty: 3128.456299
	Iteration 53Q: 3 clusters Score -722632.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -722635.562500 Penalty: 3128.456299
	Iteration 54Q: 3 clusters Score -722635.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -722634.937500 Penalty: 3128.456299
	Iteration 55Q: 3 clusters Score -722634.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -722638.687500 Penalty: 3128.456299
	Iteration 56Q: 3 clusters Score -722638.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -722637.062500 Penalty: 3128.456299
	Iteration 57Q: 3 clusters Score -722637.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -722636.250000 Penalty: 3128.456299
	Iteration 58Q: 3 clusters Score -722636.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -722634.625000 Penalty: 3128.456299
	Iteration 59Q: 3 clusters Score -722634.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -722635.187500 Penalty: 3128.456299
	Iteration 60F: 3 clusters Score -722635.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -722636.125000 Penalty: 3128.456299
	Iteration 61Q: 3 clusters Score -722636.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -722637.312500 Penalty: 3128.456299
	Iteration 62Q: 3 clusters Score -722637.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -722640.437500 Penalty: 3128.456299
	Iteration 63Q: 3 clusters Score -722640.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -722641.562500 Penalty: 3128.456299
	Iteration 64Q: 3 clusters Score -722641.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -722640.000000 Penalty: 3128.456299
	Iteration 65Q: 3 clusters Score -722640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -722639.937500 Penalty: 3128.456299
	Iteration 66Q: 3 clusters Score -722639.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -722641.312500 Penalty: 3128.456299
	Iteration 67Q: 3 clusters Score -722641.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -722643.500000 Penalty: 3128.456299
	Iteration 68Q: 3 clusters Score -722643.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -722643.625000 Penalty: 3128.456299
	Iteration 69Q: 3 clusters Score -722643.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -722643.000000 Penalty: 3128.456299
	Iteration 70Q: 3 clusters Score -722643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -722644.312500 Penalty: 3128.456299
	Iteration 71Q: 3 clusters Score -722644.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -722644.312500 Penalty: 3128.456299
	Iteration 72Q: 3 clusters Score -722644.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -722643.000000 Penalty: 3128.456299
	Iteration 73Q: 3 clusters Score -722643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -722644.062500 Penalty: 3128.456299
	Iteration 74Q: 3 clusters Score -722644.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -722643.750000 Penalty: 3128.456299
	Iteration 75Q: 3 clusters Score -722643.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -722645.375000 Penalty: 3128.456299
	Iteration 76Q: 3 clusters Score -722645.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -722643.937500 Penalty: 3128.456299
	Iteration 77Q: 3 clusters Score -722643.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -722645.250000 Penalty: 3128.456299
	Iteration 78Q: 3 clusters Score -722645.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -722645.500000 Penalty: 3128.456299
	Iteration 79Q: 3 clusters Score -722645.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -722644.250000 Penalty: 3128.456299
	Iteration 80F: 3 clusters Score -722644.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -722644.687500 Penalty: 3128.456299
	Iteration 81Q: 3 clusters Score -722644.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -722644.125000 Penalty: 3128.456299
	Iteration 82Q: 3 clusters Score -722644.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -722644.125000 Penalty: 3128.456299
	Iteration 83F: 3 clusters Score -722644.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Entering Unmasked Estep 
Score: -138111.593750 Penalty: 1296.364014
	Iteration 0F: 2 clusters Score -138111.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -135447.984375 Penalty: 2592.728027
	Iteration 0F: 3 clusters Score -135448 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -136180.062500 Penalty: 2592.728027
	Iteration 1F: 3 clusters Score -136180.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -136466.531250 Penalty: 2592.728027
	Iteration 2F: 3 clusters Score -136466.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -136765.343750 Penalty: 2592.728027
	Iteration 3F: 3 clusters Score -136765.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -137011.000000 Penalty: 2592.728027
	Iteration 4F: 3 clusters Score -137011 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -137231.218750 Penalty: 2592.728027
	Iteration 5F: 3 clusters Score -137231.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -137387.625000 Penalty: 2592.728027
	Iteration 6Q: 3 clusters Score -137387.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -137492.359375 Penalty: 2592.728027
	Iteration 7Q: 3 clusters Score -137492.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -137552.953125 Penalty: 2592.728027
	Iteration 8Q: 3 clusters Score -137553 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -137594.500000 Penalty: 2592.728027
	Iteration 9Q: 3 clusters Score -137594.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -137626.781250 Penalty: 2592.728027
	Iteration 10Q: 3 clusters Score -137626.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -137652.031250 Penalty: 2592.728027
	Iteration 11Q: 3 clusters Score -137652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -137674.078125 Penalty: 2592.728027
	Iteration 12Q: 3 clusters Score -137674.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -137685.500000 Penalty: 2592.728027
	Iteration 13Q: 3 clusters Score -137685.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -137707.578125 Penalty: 2592.728027
	Iteration 14Q: 3 clusters Score -137707.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -137729.234375 Penalty: 2592.728027
	Iteration 15Q: 3 clusters Score -137729.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -137742.234375 Penalty: 2592.728027
	Iteration 16Q: 3 clusters Score -137742.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -137753.968750 Penalty: 2592.728027
	Iteration 17Q: 3 clusters Score -137754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -137766.953125 Penalty: 2592.728027
	Iteration 18Q: 3 clusters Score -137767 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -137782.125000 Penalty: 2592.728027
	Iteration 19Q: 3 clusters Score -137782.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -137797.171875 Penalty: 2592.728027
	Iteration 20F: 3 clusters Score -137797.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -137811.359375 Penalty: 2592.728027
	Iteration 21Q: 3 clusters Score -137811.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -137820.937500 Penalty: 2592.728027
	Iteration 22Q: 3 clusters Score -137820.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -137830.937500 Penalty: 2592.728027
	Iteration 23Q: 3 clusters Score -137830.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -137839.265625 Penalty: 2592.728027
	Iteration 24Q: 3 clusters Score -137839.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -137851.234375 Penalty: 2592.728027
	Iteration 25Q: 3 clusters Score -137851.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -137864.937500 Penalty: 2592.728027
	Iteration 26Q: 3 clusters Score -137864.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -137876.187500 Penalty: 2592.728027
	Iteration 27Q: 3 clusters Score -137876.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -137880.031250 Penalty: 2592.728027
	Iteration 28Q: 3 clusters Score -137880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -137882.093750 Penalty: 2592.728027
	Iteration 29Q: 3 clusters Score -137882.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -137882.093750 Penalty: 2592.728027
	Iteration 30F: 3 clusters Score -137882.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Entering Unmasked Estep 
Score: -55511.324219 Penalty: 1158.640991
	Iteration 0F: 2 clusters Score -55511.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -53977.250000 Penalty: 2317.281982
	Iteration 0F: 3 clusters Score -53977.25 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -54322.179688 Penalty: 2317.281982
	Iteration 1F: 3 clusters Score -54322.18 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -54460.925781 Penalty: 2317.281982
	Iteration 2F: 3 clusters Score -54460.93 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -54612.695312 Penalty: 2317.281982
	Iteration 3F: 3 clusters Score -54612.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -54792.992188 Penalty: 2317.281982
	Iteration 4F: 3 clusters Score -54792.99 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -54958.968750 Penalty: 2317.281982
	Iteration 5F: 3 clusters Score -54958.97 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -55143.703125 Penalty: 2317.281982
	Iteration 6F: 3 clusters Score -55143.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -55293.691406 Penalty: 2317.281982
	Iteration 7F: 3 clusters Score -55293.69 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -55356.558594 Penalty: 2317.281982
	Iteration 8Q: 3 clusters Score -55356.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -55376.328125 Penalty: 2317.281982
	Iteration 9Q: 3 clusters Score -55376.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -55379.796875 Penalty: 2317.281982
	Iteration 10Q: 3 clusters Score -55379.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -55387.699219 Penalty: 2317.281982
	Iteration 11Q: 3 clusters Score -55387.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -55393.421875 Penalty: 2317.281982
	Iteration 12Q: 3 clusters Score -55393.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -55394.527344 Penalty: 2317.281982
	Iteration 13Q: 3 clusters Score -55394.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -55396.710938 Penalty: 2317.281982
	Iteration 14Q: 3 clusters Score -55396.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -55396.710938 Penalty: 2317.281982
	Iteration 15F: 3 clusters Score -55396.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Entering Unmasked Estep 
Score: -464383.125000 Penalty: 1495.963745
	Iteration 0F: 2 clusters Score -464383.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -457229.687500 Penalty: 2991.927490
	Iteration 0F: 3 clusters Score -457229.7 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -459580.125000 Penalty: 2991.927490
	Iteration 1F: 3 clusters Score -459580.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -459862.656250 Penalty: 2991.927490
	Iteration 2F: 3 clusters Score -459862.7 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -460142.093750 Penalty: 2991.927490
	Iteration 3F: 3 clusters Score -460142.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -460416.093750 Penalty: 2991.927490
	Iteration 4F: 3 clusters Score -460416.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -460725.156250 Penalty: 2991.927490
	Iteration 5F: 3 clusters Score -460725.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -461096.843750 Penalty: 2991.927490
	Iteration 6F: 3 clusters Score -461096.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -461495.343750 Penalty: 2991.927490
	Iteration 7F: 3 clusters Score -461495.3 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -461864.625000 Penalty: 2991.927490
	Iteration 8Q: 3 clusters Score -461864.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -462237.718750 Penalty: 2991.927490
	Iteration 9Q: 3 clusters Score -462237.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -462551.218750 Penalty: 2991.927490
	Iteration 10Q: 3 clusters Score -462551.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -462752.843750 Penalty: 2991.927490
	Iteration 11Q: 3 clusters Score -462752.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -462863.343750 Penalty: 2991.927490
	Iteration 12Q: 3 clusters Score -462863.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -462940.750000 Penalty: 2991.927490
	Iteration 13Q: 3 clusters Score -462940.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -463000.125000 Penalty: 2991.927490
	Iteration 14Q: 3 clusters Score -463000.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -463041.250000 Penalty: 2991.927490
	Iteration 15Q: 3 clusters Score -463041.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -463082.656250 Penalty: 2991.927490
	Iteration 16Q: 3 clusters Score -463082.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -463105.343750 Penalty: 2991.927490
	Iteration 17Q: 3 clusters Score -463105.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -463118.187500 Penalty: 2991.927490
	Iteration 18Q: 3 clusters Score -463118.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -463126.750000 Penalty: 2991.927490
	Iteration 19Q: 3 clusters Score -463126.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -463131.437500 Penalty: 2991.927490
	Iteration 20F: 3 clusters Score -463131.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -463138.781250 Penalty: 2991.927490
	Iteration 21Q: 3 clusters Score -463138.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -463141.875000 Penalty: 2991.927490
	Iteration 22Q: 3 clusters Score -463141.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -463141.656250 Penalty: 2991.927490
	Iteration 23Q: 3 clusters Score -463141.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -463144.343750 Penalty: 2991.927490
	Iteration 24Q: 3 clusters Score -463144.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -463144.343750 Penalty: 2991.927490
	Iteration 25F: 3 clusters Score -463144.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Entering Unmasked Estep 
Score: -108124.703125 Penalty: 1295.357544
	Iteration 0F: 2 clusters Score -108124.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -105503.250000 Penalty: 2590.715088
	Iteration 0F: 3 clusters Score -105503.2 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -106285.531250 Penalty: 2590.715088
	Iteration 1F: 3 clusters Score -106285.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -106650.835938 Penalty: 2590.715088
	Iteration 2F: 3 clusters Score -106650.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -106956.625000 Penalty: 2590.715088
	Iteration 3F: 3 clusters Score -106956.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -107172.132812 Penalty: 2590.715088
	Iteration 4F: 3 clusters Score -107172.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -107302.007812 Penalty: 2590.715088
	Iteration 5F: 3 clusters Score -107302 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -107377.125000 Penalty: 2590.715088
	Iteration 6Q: 3 clusters Score -107377.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -107420.507812 Penalty: 2590.715088
	Iteration 7Q: 3 clusters Score -107420.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -107453.289062 Penalty: 2590.715088
	Iteration 8Q: 3 clusters Score -107453.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -107478.179688 Penalty: 2590.715088
	Iteration 9Q: 3 clusters Score -107478.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -107492.007812 Penalty: 2590.715088
	Iteration 10Q: 3 clusters Score -107492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -107502.460938 Penalty: 2590.715088
	Iteration 11Q: 3 clusters Score -107502.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -107509.164062 Penalty: 2590.715088
	Iteration 12Q: 3 clusters Score -107509.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -107514.750000 Penalty: 2590.715088
	Iteration 13Q: 3 clusters Score -107514.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -107518.812500 Penalty: 2590.715088
	Iteration 14Q: 3 clusters Score -107518.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -107521.726562 Penalty: 2590.715088
	Iteration 15Q: 3 clusters Score -107521.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -107523.531250 Penalty: 2590.715088
	Iteration 16Q: 3 clusters Score -107523.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -107524.781250 Penalty: 2590.715088
	Iteration 17Q: 3 clusters Score -107524.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -107526.960938 Penalty: 2590.715088
	Iteration 18Q: 3 clusters Score -107527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -107529.148438 Penalty: 2590.715088
	Iteration 19Q: 3 clusters Score -107529.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -107531.523438 Penalty: 2590.715088
	Iteration 20F: 3 clusters Score -107531.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -107532.078125 Penalty: 2590.715088
	Iteration 21Q: 3 clusters Score -107532.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -107532.492188 Penalty: 2590.715088
	Iteration 22Q: 3 clusters Score -107532.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -107533.312500 Penalty: 2590.715088
	Iteration 23Q: 3 clusters Score -107533.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -107533.312500 Penalty: 2590.715088
	Iteration 24F: 3 clusters Score -107533.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Entering Unmasked Estep 
Score: -393388.687500 Penalty: 1462.738770
	Iteration 0F: 2 clusters Score -393388.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -387448.906250 Penalty: 2925.477539
	Iteration 0F: 3 clusters Score -387448.9 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -389250.031250 Penalty: 2925.477539
	Iteration 1F: 3 clusters Score -389250 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -389595.843750 Penalty: 2925.477539
	Iteration 2F: 3 clusters Score -389595.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -389995.625000 Penalty: 2925.477539
	Iteration 3F: 3 clusters Score -389995.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -390458.718750 Penalty: 2925.477539
	Iteration 4F: 3 clusters Score -390458.7 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -390921.843750 Penalty: 2925.477539
	Iteration 5F: 3 clusters Score -390921.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -391420.875000 Penalty: 2925.477539
	Iteration 6F: 3 clusters Score -391420.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -391899.718750 Penalty: 2925.477539
	Iteration 7F: 3 clusters Score -391899.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -392332.875000 Penalty: 2925.477539
	Iteration 8F: 3 clusters Score -392332.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -392627.656250 Penalty: 2925.477539
	Iteration 9Q: 3 clusters Score -392627.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -392769.375000 Penalty: 2925.477539
	Iteration 10Q: 3 clusters Score -392769.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -392852.218750 Penalty: 2925.477539
	Iteration 11Q: 3 clusters Score -392852.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -392915.156250 Penalty: 2925.477539
	Iteration 12Q: 3 clusters Score -392915.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -392965.093750 Penalty: 2925.477539
	Iteration 13Q: 3 clusters Score -392965.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -393005.312500 Penalty: 2925.477539
	Iteration 14Q: 3 clusters Score -393005.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -393030.406250 Penalty: 2925.477539
	Iteration 15Q: 3 clusters Score -393030.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -393042.312500 Penalty: 2925.477539
	Iteration 16Q: 3 clusters Score -393042.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -393047.062500 Penalty: 2925.477539
	Iteration 17Q: 3 clusters Score -393047.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -393051.062500 Penalty: 2925.477539
	Iteration 18Q: 3 clusters Score -393051.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -393055.375000 Penalty: 2925.477539
	Iteration 19Q: 3 clusters Score -393055.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -393057.000000 Penalty: 2925.477539
	Iteration 20F: 3 clusters Score -393057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -393058.093750 Penalty: 2925.477539
	Iteration 21Q: 3 clusters Score -393058.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -393059.125000 Penalty: 2925.477539
	Iteration 22Q: 3 clusters Score -393059.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -393060.125000 Penalty: 2925.477539
	Iteration 23Q: 3 clusters Score -393060.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -393062.187500 Penalty: 2925.477539
	Iteration 24Q: 3 clusters Score -393062.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -393064.156250 Penalty: 2925.477539
	Iteration 25Q: 3 clusters Score -393064.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -393066.718750 Penalty: 2925.477539
	Iteration 26Q: 3 clusters Score -393066.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -393070.406250 Penalty: 2925.477539
	Iteration 27Q: 3 clusters Score -393070.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -393071.562500 Penalty: 2925.477539
	Iteration 28Q: 3 clusters Score -393071.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -393073.812500 Penalty: 2925.477539
	Iteration 29Q: 3 clusters Score -393073.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -393074.312500 Penalty: 2925.477539
	Iteration 30Q: 3 clusters Score -393074.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -393075.218750 Penalty: 2925.477539
	Iteration 31Q: 3 clusters Score -393075.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -393079.656250 Penalty: 2925.477539
	Iteration 32Q: 3 clusters Score -393079.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -393080.906250 Penalty: 2925.477539
	Iteration 33Q: 3 clusters Score -393080.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -393081.343750 Penalty: 2925.477539
	Iteration 34Q: 3 clusters Score -393081.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -393083.968750 Penalty: 2925.477539
	Iteration 35Q: 3 clusters Score -393084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -393085.343750 Penalty: 2925.477539
	Iteration 36Q: 3 clusters Score -393085.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -393087.937500 Penalty: 2925.477539
	Iteration 37Q: 3 clusters Score -393087.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -393090.187500 Penalty: 2925.477539
	Iteration 38Q: 3 clusters Score -393090.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -393091.906250 Penalty: 2925.477539
	Iteration 39Q: 3 clusters Score -393091.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -393094.406250 Penalty: 2925.477539
	Iteration 40F: 3 clusters Score -393094.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -393095.093750 Penalty: 2925.477539
	Iteration 41Q: 3 clusters Score -393095.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -393095.562500 Penalty: 2925.477539
	Iteration 42Q: 3 clusters Score -393095.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -393095.906250 Penalty: 2925.477539
	Iteration 43Q: 3 clusters Score -393095.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -393095.562500 Penalty: 2925.477539
	Iteration 44Q: 3 clusters Score -393095.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -393095.562500 Penalty: 2925.477539
	Iteration 45F: 3 clusters Score -393095.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Entering Unmasked Estep 
Score: -95062.023438 Penalty: 1234.739868
	Iteration 0F: 2 clusters Score -95062.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -92977.031250 Penalty: 2469.479736
	Iteration 0F: 3 clusters Score -92977.03 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -93436.515625 Penalty: 2469.479736
	Iteration 1F: 3 clusters Score -93436.52 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -93552.476562 Penalty: 2469.479736
	Iteration 2F: 3 clusters Score -93552.48 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -93639.250000 Penalty: 2469.479736
	Iteration 3F: 3 clusters Score -93639.25 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -93716.359375 Penalty: 2469.479736
	Iteration 4Q: 3 clusters Score -93716.36 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -93799.218750 Penalty: 2469.479736
	Iteration 5Q: 3 clusters Score -93799.22 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -93900.398438 Penalty: 2469.479736
	Iteration 6Q: 3 clusters Score -93900.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -94002.218750 Penalty: 2469.479736
	Iteration 7Q: 3 clusters Score -94002.22 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -94091.078125 Penalty: 2469.479736
	Iteration 8Q: 3 clusters Score -94091.08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -94159.460938 Penalty: 2469.479736
	Iteration 9Q: 3 clusters Score -94159.46 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -94209.406250 Penalty: 2469.479736
	Iteration 10Q: 3 clusters Score -94209.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -94233.046875 Penalty: 2469.479736
	Iteration 11Q: 3 clusters Score -94233.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -94248.734375 Penalty: 2469.479736
	Iteration 12Q: 3 clusters Score -94248.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -94262.984375 Penalty: 2469.479736
	Iteration 13Q: 3 clusters Score -94262.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -94270.820312 Penalty: 2469.479736
	Iteration 14Q: 3 clusters Score -94270.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -94278.445312 Penalty: 2469.479736
	Iteration 15Q: 3 clusters Score -94278.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -94286.570312 Penalty: 2469.479736
	Iteration 16Q: 3 clusters Score -94286.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -94294.062500 Penalty: 2469.479736
	Iteration 17Q: 3 clusters Score -94294.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -94304.937500 Penalty: 2469.479736
	Iteration 18Q: 3 clusters Score -94304.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -94311.773438 Penalty: 2469.479736
	Iteration 19Q: 3 clusters Score -94311.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -94315.625000 Penalty: 2469.479736
	Iteration 20F: 3 clusters Score -94315.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -94316.765625 Penalty: 2469.479736
	Iteration 21Q: 3 clusters Score -94316.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -94318.132812 Penalty: 2469.479736
	Iteration 22Q: 3 clusters Score -94318.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -94318.132812 Penalty: 2469.479736
	Iteration 23F: 3 clusters Score -94318.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (42547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Entering Unmasked Estep 
Score: -2340926.750000 Penalty: 1731.984253
	Iteration 0F: 2 clusters Score -2340927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2312361.250000 Penalty: 3463.968506
	Iteration 0F: 3 clusters Score -2312361 nChanged 19857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2323590.000000 Penalty: 3463.968506
	Iteration 1F: 3 clusters Score -2323590 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -2324097.250000 Penalty: 3463.968506
	Iteration 2Q: 3 clusters Score -2324097 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2324675.250000 Penalty: 3463.968506
	Iteration 3Q: 3 clusters Score -2324675 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2325498.000000 Penalty: 3463.968506
	Iteration 4Q: 3 clusters Score -2325498 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2326786.250000 Penalty: 3463.968506
	Iteration 5F: 3 clusters Score -2326786 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2328743.500000 Penalty: 3463.968506
	Iteration 6F: 3 clusters Score -2328744 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2331346.250000 Penalty: 3463.968506
	Iteration 7F: 3 clusters Score -2331346 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2333906.250000 Penalty: 3463.968506
	Iteration 8F: 3 clusters Score -2333906 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2335944.500000 Penalty: 3463.968506
	Iteration 9F: 3 clusters Score -2335944 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -2337301.000000 Penalty: 3463.968506
	Iteration 10Q: 3 clusters Score -2337301 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2338129.000000 Penalty: 3463.968506
	Iteration 11Q: 3 clusters Score -2338129 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2338608.750000 Penalty: 3463.968506
	Iteration 12Q: 3 clusters Score -2338609 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2338905.750000 Penalty: 3463.968506
	Iteration 13Q: 3 clusters Score -2338906 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2339084.250000 Penalty: 3463.968506
	Iteration 14Q: 3 clusters Score -2339084 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2339192.000000 Penalty: 3463.968506
	Iteration 15Q: 3 clusters Score -2339192 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2339278.750000 Penalty: 3463.968506
	Iteration 16Q: 3 clusters Score -2339279 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2339339.250000 Penalty: 3463.968506
	Iteration 17Q: 3 clusters Score -2339339 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2339383.250000 Penalty: 3463.968506
	Iteration 18Q: 3 clusters Score -2339383 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2339414.500000 Penalty: 3463.968506
	Iteration 19Q: 3 clusters Score -2339414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2339435.250000 Penalty: 3463.968506
	Iteration 20F: 3 clusters Score -2339435 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2339440.500000 Penalty: 3463.968506
	Iteration 21Q: 3 clusters Score -2339440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2339453.500000 Penalty: 3463.968506
	Iteration 22Q: 3 clusters Score -2339454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2339456.750000 Penalty: 3463.968506
	Iteration 23Q: 3 clusters Score -2339457 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2339464.750000 Penalty: 3463.968506
	Iteration 24Q: 3 clusters Score -2339465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2339479.500000 Penalty: 3463.968506
	Iteration 25Q: 3 clusters Score -2339480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2339480.750000 Penalty: 3463.968506
	Iteration 26Q: 3 clusters Score -2339481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2339483.000000 Penalty: 3463.968506
	Iteration 27Q: 3 clusters Score -2339483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2339486.750000 Penalty: 3463.968506
	Iteration 28Q: 3 clusters Score -2339487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2339491.500000 Penalty: 3463.968506
	Iteration 29Q: 3 clusters Score -2339492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2339498.500000 Penalty: 3463.968506
	Iteration 30Q: 3 clusters Score -2339498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2339498.250000 Penalty: 3463.968506
	Iteration 31Q: 3 clusters Score -2339498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2339502.750000 Penalty: 3463.968506
	Iteration 32Q: 3 clusters Score -2339503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2339505.500000 Penalty: 3463.968506
	Iteration 33Q: 3 clusters Score -2339506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2339504.500000 Penalty: 3463.968506
	Iteration 34Q: 3 clusters Score -2339504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2339513.000000 Penalty: 3463.968506
	Iteration 35Q: 3 clusters Score -2339513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2339518.500000 Penalty: 3463.968506
	Iteration 36Q: 3 clusters Score -2339518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2339519.250000 Penalty: 3463.968506
	Iteration 37Q: 3 clusters Score -2339519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2339518.750000 Penalty: 3463.968506
	Iteration 38Q: 3 clusters Score -2339519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2339519.750000 Penalty: 3463.968506
	Iteration 39Q: 3 clusters Score -2339520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2339519.750000 Penalty: 3463.968506
	Iteration 40F: 3 clusters Score -2339520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -43022.203125 Penalty: 1119.723999
	Iteration 0F: 2 clusters Score -43022.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -41619.078125 Penalty: 2239.447998
	Iteration 0F: 3 clusters Score -41619.08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -41878.796875 Penalty: 2239.447998
	Iteration 1F: 3 clusters Score -41878.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -41961.605469 Penalty: 2239.447998
	Iteration 2F: 3 clusters Score -41961.61 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -42022.718750 Penalty: 2239.447998
	Iteration 3Q: 3 clusters Score -42022.72 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -42096.484375 Penalty: 2239.447998
	Iteration 4Q: 3 clusters Score -42096.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -42171.957031 Penalty: 2239.447998
	Iteration 5Q: 3 clusters Score -42171.96 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -42242.753906 Penalty: 2239.447998
	Iteration 6Q: 3 clusters Score -42242.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -42321.011719 Penalty: 2239.447998
	Iteration 7Q: 3 clusters Score -42321.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -42367.316406 Penalty: 2239.447998
	Iteration 8Q: 3 clusters Score -42367.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -42398.632812 Penalty: 2239.447998
	Iteration 9Q: 3 clusters Score -42398.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -42419.691406 Penalty: 2239.447998
	Iteration 10Q: 3 clusters Score -42419.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -42450.085938 Penalty: 2239.447998
	Iteration 11Q: 3 clusters Score -42450.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -42473.527344 Penalty: 2239.447998
	Iteration 12Q: 3 clusters Score -42473.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -42518.464844 Penalty: 2239.447998
	Iteration 13Q: 3 clusters Score -42518.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -42572.890625 Penalty: 2239.447998
	Iteration 14Q: 3 clusters Score -42572.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -42623.687500 Penalty: 2239.447998
	Iteration 15Q: 3 clusters Score -42623.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -42660.820312 Penalty: 2239.447998
	Iteration 16Q: 3 clusters Score -42660.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -42707.097656 Penalty: 2239.447998
	Iteration 17Q: 3 clusters Score -42707.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -42734.421875 Penalty: 2239.447998
	Iteration 18Q: 3 clusters Score -42734.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -42754.273438 Penalty: 2239.447998
	Iteration 19Q: 3 clusters Score -42754.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -42781.488281 Penalty: 2239.447998
	Iteration 20F: 3 clusters Score -42781.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -42806.117188 Penalty: 2239.447998
	Iteration 21Q: 3 clusters Score -42806.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -42817.679688 Penalty: 2239.447998
	Iteration 22Q: 3 clusters Score -42817.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -42830.195312 Penalty: 2239.447998
	Iteration 23Q: 3 clusters Score -42830.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -42844.035156 Penalty: 2239.447998
	Iteration 24Q: 3 clusters Score -42844.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -42852.136719 Penalty: 2239.447998
	Iteration 25Q: 3 clusters Score -42852.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -42859.250000 Penalty: 2239.447998
	Iteration 26Q: 3 clusters Score -42859.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -42860.921875 Penalty: 2239.447998
	Iteration 27Q: 3 clusters Score -42860.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -42861.500000 Penalty: 2239.447998
	Iteration 28Q: 3 clusters Score -42861.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -42861.757812 Penalty: 2239.447998
	Iteration 29Q: 3 clusters Score -42861.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -42861.757812 Penalty: 2239.447998
	Iteration 30F: 3 clusters Score -42861.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206174 members 
Mstep: Class 2 contains 8123 members 
Mstep: Class 3 contains 82902 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91998 members 
Mstep: Class 6 contains 8351 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14842 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14482 members 
Mstep: Class 11 contains 33980 members 
Mstep: Class 12 contains 8574 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43338 members 
Mstep: Class 18 contains 15154 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8115 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42547 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933556.000000 Penalty: 56928.328125
Iteration 399Q: 27 clusters Score -3.593356e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206124 members 
Mstep: Class 2 contains 8124 members 
Mstep: Class 3 contains 82903 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 91997 members 
Mstep: Class 6 contains 8351 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14843 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14482 members 
Mstep: Class 11 contains 33978 members 
Mstep: Class 12 contains 8572 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43382 members 
Mstep: Class 18 contains 15160 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8115 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42549 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933552.000000 Penalty: 56928.328125
Iteration 400F: 27 clusters Score -3.593355e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206076 members 
Mstep: Class 2 contains 8124 members 
Mstep: Class 3 contains 82900 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92003 members 
Mstep: Class 6 contains 8352 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14844 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14482 members 
Mstep: Class 11 contains 33975 members 
Mstep: Class 12 contains 8571 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43419 members 
Mstep: Class 18 contains 15166 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8115 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42553 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933540.000000 Penalty: 56928.328125
Iteration 401Q: 27 clusters Score -3.593354e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206041 members 
Mstep: Class 2 contains 8124 members 
Mstep: Class 3 contains 82902 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92002 members 
Mstep: Class 6 contains 8352 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14843 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14482 members 
Mstep: Class 11 contains 33974 members 
Mstep: Class 12 contains 8569 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43447 members 
Mstep: Class 18 contains 15171 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8115 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42558 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933508.000000 Penalty: 56928.328125
Iteration 402Q: 27 clusters Score -3.593351e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206014 members 
Mstep: Class 2 contains 8124 members 
Mstep: Class 3 contains 82896 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92004 members 
Mstep: Class 6 contains 8352 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14843 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14482 members 
Mstep: Class 11 contains 33971 members 
Mstep: Class 12 contains 8567 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43472 members 
Mstep: Class 18 contains 15175 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8115 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42565 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933488.000000 Penalty: 56928.328125
Iteration 403Q: 27 clusters Score -3.593349e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 205987 members 
Mstep: Class 2 contains 8123 members 
Mstep: Class 3 contains 82893 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92006 members 
Mstep: Class 6 contains 8352 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14843 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14482 members 
Mstep: Class 11 contains 33971 members 
Mstep: Class 12 contains 8565 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43500 members 
Mstep: Class 18 contains 15174 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8116 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42567 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933560.000000 Penalty: 56928.328125
Iteration 404Q: 27 clusters Score -3.593356e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 205970 members 
Mstep: Class 2 contains 8123 members 
Mstep: Class 3 contains 82887 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92010 members 
Mstep: Class 6 contains 8352 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14843 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14482 members 
Mstep: Class 11 contains 33967 members 
Mstep: Class 12 contains 8566 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43520 members 
Mstep: Class 18 contains 15176 members 
Mstep: Class 19 contains 2915 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8119 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42564 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933524.000000 Penalty: 56928.328125
Iteration 405Q: 27 clusters Score -3.593352e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 205953 members 
Mstep: Class 2 contains 8123 members 
Mstep: Class 3 contains 82884 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92012 members 
Mstep: Class 6 contains 8353 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14842 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14482 members 
Mstep: Class 11 contains 33965 members 
Mstep: Class 12 contains 8565 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43528 members 
Mstep: Class 18 contains 15182 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8123 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42568 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933564.000000 Penalty: 56928.328125
Iteration 406Q: 27 clusters Score -3.593356e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 205938 members 
Mstep: Class 2 contains 8123 members 
Mstep: Class 3 contains 82884 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92015 members 
Mstep: Class 6 contains 8353 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14842 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 33964 members 
Mstep: Class 12 contains 8563 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43542 members 
Mstep: Class 18 contains 15182 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8125 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42569 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933536.000000 Penalty: 56928.328125
Iteration 407Q: 27 clusters Score -3.593354e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 205925 members 
Mstep: Class 2 contains 8123 members 
Mstep: Class 3 contains 82882 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92016 members 
Mstep: Class 6 contains 8353 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14843 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 33963 members 
Mstep: Class 12 contains 8562 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43556 members 
Mstep: Class 18 contains 15183 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8126 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42569 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933536.000000 Penalty: 56928.328125
Iteration 408Q: 27 clusters Score -3.593354e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 205908 members 
Mstep: Class 2 contains 8123 members 
Mstep: Class 3 contains 82877 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92017 members 
Mstep: Class 6 contains 8353 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14845 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 33965 members 
Mstep: Class 12 contains 8561 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43578 members 
Mstep: Class 18 contains 15184 members 
Mstep: Class 19 contains 2911 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8126 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42565 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933572.000000 Penalty: 56928.328125
Iteration 409Q: 27 clusters Score -3.593357e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 205890 members 
Mstep: Class 2 contains 8123 members 
Mstep: Class 3 contains 82874 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92016 members 
Mstep: Class 6 contains 8353 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14848 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 33963 members 
Mstep: Class 12 contains 8561 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43600 members 
Mstep: Class 18 contains 15185 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8125 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42563 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933556.000000 Penalty: 56928.328125
Iteration 410Q: 27 clusters Score -3.593356e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 205871 members 
Mstep: Class 2 contains 8123 members 
Mstep: Class 3 contains 82875 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92017 members 
Mstep: Class 6 contains 8353 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14848 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 33964 members 
Mstep: Class 12 contains 8561 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43616 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8125 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42561 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933572.000000 Penalty: 56928.328125
Iteration 411Q: 27 clusters Score -3.593357e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 205862 members 
Mstep: Class 2 contains 8123 members 
Mstep: Class 3 contains 82876 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92018 members 
Mstep: Class 6 contains 8353 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14847 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 33962 members 
Mstep: Class 12 contains 8561 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43626 members 
Mstep: Class 18 contains 15188 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8125 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42560 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933596.000000 Penalty: 56928.328125
Iteration 412Q: 27 clusters Score -3.59336e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 205849 members 
Mstep: Class 2 contains 8123 members 
Mstep: Class 3 contains 82876 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92021 members 
Mstep: Class 6 contains 8353 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14847 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 33962 members 
Mstep: Class 12 contains 8561 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43634 members 
Mstep: Class 18 contains 15187 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 2897 members 
Mstep: Class 23 contains 8125 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42563 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933588.000000 Penalty: 56928.328125
Iteration 413Q: 27 clusters Score -3.593359e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 205837 members 
Mstep: Class 2 contains 8123 members 
Mstep: Class 3 contains 82876 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92022 members 
Mstep: Class 6 contains 8353 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14847 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 33962 members 
Mstep: Class 12 contains 8561 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43642 members 
Mstep: Class 18 contains 15188 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8125 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42566 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933576.000000 Penalty: 56928.328125
Iteration 414Q: 27 clusters Score -3.593358e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 205819 members 
Mstep: Class 2 contains 8123 members 
Mstep: Class 3 contains 82876 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92024 members 
Mstep: Class 6 contains 8354 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14847 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 33960 members 
Mstep: Class 12 contains 8561 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43652 members 
Mstep: Class 18 contains 15193 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8125 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42568 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933584.000000 Penalty: 56928.328125
Iteration 415Q: 27 clusters Score -3.593358e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 205810 members 
Mstep: Class 2 contains 8123 members 
Mstep: Class 3 contains 82873 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92026 members 
Mstep: Class 6 contains 8355 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14847 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 33958 members 
Mstep: Class 12 contains 8561 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43660 members 
Mstep: Class 18 contains 15193 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9956 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8125 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42571 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933588.000000 Penalty: 56928.328125
Iteration 416Q: 27 clusters Score -3.593359e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 205801 members 
Mstep: Class 2 contains 8122 members 
Mstep: Class 3 contains 82874 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92027 members 
Mstep: Class 6 contains 8355 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14847 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 33957 members 
Mstep: Class 12 contains 8561 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43667 members 
Mstep: Class 18 contains 15192 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8125 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42573 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933584.000000 Penalty: 56928.328125
Iteration 417Q: 27 clusters Score -3.593358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 205796 members 
Mstep: Class 2 contains 8122 members 
Mstep: Class 3 contains 82876 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92028 members 
Mstep: Class 6 contains 8355 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14847 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 33957 members 
Mstep: Class 12 contains 8560 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43672 members 
Mstep: Class 18 contains 15192 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8125 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42571 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933588.000000 Penalty: 56928.328125
Iteration 418Q: 27 clusters Score -3.593359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 205792 members 
Mstep: Class 2 contains 8122 members 
Mstep: Class 3 contains 82878 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92027 members 
Mstep: Class 6 contains 8355 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14847 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 33957 members 
Mstep: Class 12 contains 8560 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43675 members 
Mstep: Class 18 contains 15191 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8125 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42572 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933552.000000 Penalty: 56928.328125
Iteration 419Q: 27 clusters Score -3.593355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 205791 members 
Mstep: Class 2 contains 8122 members 
Mstep: Class 3 contains 82880 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92027 members 
Mstep: Class 6 contains 8355 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14847 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 33957 members 
Mstep: Class 12 contains 8559 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 4403 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43678 members 
Mstep: Class 18 contains 15189 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8125 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42572 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933544.000000 Penalty: 56928.328125
Iteration 420F: 27 clusters Score -3.593354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 205790 members 
Mstep: Class 2 contains 8122 members 
Mstep: Class 3 contains 82881 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92028 members 
Mstep: Class 6 contains 8355 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14848 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 33957 members 
Mstep: Class 12 contains 8559 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 4403 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43679 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8125 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42572 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933560.000000 Penalty: 56928.328125
Iteration 421Q: 27 clusters Score -3.593356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 205790 members 
Mstep: Class 2 contains 8122 members 
Mstep: Class 3 contains 82882 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92028 members 
Mstep: Class 6 contains 8355 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14848 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 33957 members 
Mstep: Class 12 contains 8559 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 4403 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43678 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8125 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42572 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933560.000000 Penalty: 56928.328125
Iteration 422Q: 27 clusters Score -3.593356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 205790 members 
Mstep: Class 2 contains 8122 members 
Mstep: Class 3 contains 82883 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92027 members 
Mstep: Class 6 contains 8355 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14848 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 33957 members 
Mstep: Class 12 contains 8559 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 4403 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43679 members 
Mstep: Class 18 contains 15186 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8125 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42571 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933552.000000 Penalty: 56928.328125
Iteration 423Q: 27 clusters Score -3.593355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 205790 members 
Mstep: Class 2 contains 8122 members 
Mstep: Class 3 contains 82885 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92025 members 
Mstep: Class 6 contains 8355 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14848 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 33957 members 
Mstep: Class 12 contains 8559 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 4403 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43681 members 
Mstep: Class 18 contains 15185 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8125 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42570 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933548.000000 Penalty: 56928.328125
Iteration 424Q: 27 clusters Score -3.593355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 205790 members 
Mstep: Class 2 contains 8122 members 
Mstep: Class 3 contains 82887 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92023 members 
Mstep: Class 6 contains 8355 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14847 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 33958 members 
Mstep: Class 12 contains 8559 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 4403 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43680 members 
Mstep: Class 18 contains 15184 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8125 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42572 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933548.000000 Penalty: 56928.328125
Iteration 425Q: 27 clusters Score -3.593355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 205791 members 
Mstep: Class 2 contains 8122 members 
Mstep: Class 3 contains 82887 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92024 members 
Mstep: Class 6 contains 8355 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14847 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 33958 members 
Mstep: Class 12 contains 8559 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 4403 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43679 members 
Mstep: Class 18 contains 15183 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8125 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42572 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933540.000000 Penalty: 56928.328125
Iteration 426Q: 27 clusters Score -3.593354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 205792 members 
Mstep: Class 2 contains 8122 members 
Mstep: Class 3 contains 82887 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92024 members 
Mstep: Class 6 contains 8355 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14847 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 33958 members 
Mstep: Class 12 contains 8559 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 4403 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43679 members 
Mstep: Class 18 contains 15182 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8125 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42572 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933544.000000 Penalty: 56928.328125
Iteration 427Q: 27 clusters Score -3.593354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 205792 members 
Mstep: Class 2 contains 8122 members 
Mstep: Class 3 contains 82887 members 
Mstep: Class 4 contains 28474 members 
Mstep: Class 5 contains 92024 members 
Mstep: Class 6 contains 8355 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 14847 members 
Mstep: Class 9 contains 59078 members 
Mstep: Class 10 contains 14481 members 
Mstep: Class 11 contains 33958 members 
Mstep: Class 12 contains 8559 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 980 members 
Mstep: Class 15 contains 4403 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 43679 members 
Mstep: Class 18 contains 15182 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 1249 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 8125 members 
Mstep: Class 24 contains 1995 members 
Mstep: Class 25 contains 42572 members 
Mstep: Class 26 contains 983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933544.000000 Penalty: 56928.328125
Iteration 428F: 27 clusters Score -3.593354e+07 nChanged 0
Entering ConstructFrom: 
Score: -35933544.000000 Penalty: 56928.328125
Entering ConstructFrom: 
Trying to split cluster 1 (205792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205792 members 
Entering Unmasked Estep 
Score: -11117249.000000 Penalty: 1988.125977
	Iteration 0F: 2 clusters Score -1.111725e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103305 members 
Mstep: Class 2 contains 102487 members 
Entering Unmasked Estep 
Score: -10978806.000000 Penalty: 3976.251953
	Iteration 0F: 3 clusters Score -1.097881e+07 nChanged 99855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113556 members 
Mstep: Class 2 contains 92236 members 
Entering Unmasked Estep 
Score: -11038530.000000 Penalty: 3976.251953
	Iteration 1F: 3 clusters Score -1.103853e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119854 members 
Mstep: Class 2 contains 85938 members 
Entering Unmasked Estep 
Score: -11041292.000000 Penalty: 3976.251953
	Iteration 2Q: 3 clusters Score -1.104129e+07 nChanged 10436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129580 members 
Mstep: Class 2 contains 76212 members 
Entering Unmasked Estep 
Score: -11046472.000000 Penalty: 3976.251953
	Iteration 3F: 3 clusters Score -1.104647e+07 nChanged 14527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143565 members 
Mstep: Class 2 contains 62227 members 
Entering Unmasked Estep 
Score: -11056373.000000 Penalty: 3976.251953
	Iteration 4F: 3 clusters Score -1.105637e+07 nChanged 18309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161410 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -11072398.000000 Penalty: 3976.251953
	Iteration 5F: 3 clusters Score -1.10724e+07 nChanged 18485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179543 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -11090889.000000 Penalty: 3976.251953
	Iteration 6F: 3 clusters Score -1.109089e+07 nChanged 13322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192703 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -11104424.000000 Penalty: 3976.251953
	Iteration 7F: 3 clusters Score -1.110442e+07 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199466 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -11111105.000000 Penalty: 3976.251953
	Iteration 8Q: 3 clusters Score -1.11111e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202140 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -11113883.000000 Penalty: 3976.251953
	Iteration 9Q: 3 clusters Score -1.111388e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203049 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -11115067.000000 Penalty: 3976.251953
	Iteration 10Q: 3 clusters Score -1.111507e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203318 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -11115576.000000 Penalty: 3976.251953
	Iteration 11Q: 3 clusters Score -1.111558e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203442 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -11115834.000000 Penalty: 3976.251953
	Iteration 12Q: 3 clusters Score -1.111583e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203518 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -11115969.000000 Penalty: 3976.251953
	Iteration 13Q: 3 clusters Score -1.111597e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203574 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -11116040.000000 Penalty: 3976.251953
	Iteration 14Q: 3 clusters Score -1.111604e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203617 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -11116119.000000 Penalty: 3976.251953
	Iteration 15Q: 3 clusters Score -1.111612e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203649 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -11116157.000000 Penalty: 3976.251953
	Iteration 16Q: 3 clusters Score -1.111616e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203676 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -11116167.000000 Penalty: 3976.251953
	Iteration 17Q: 3 clusters Score -1.111617e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203702 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -11116173.000000 Penalty: 3976.251953
	Iteration 18Q: 3 clusters Score -1.111617e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203722 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -11116184.000000 Penalty: 3976.251953
	Iteration 19Q: 3 clusters Score -1.111618e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203730 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -11116203.000000 Penalty: 3976.251953
	Iteration 20F: 3 clusters Score -1.11162e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203734 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -11116225.000000 Penalty: 3976.251953
	Iteration 21Q: 3 clusters Score -1.111622e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203752 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -11116251.000000 Penalty: 3976.251953
	Iteration 22Q: 3 clusters Score -1.111625e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203756 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -11116271.000000 Penalty: 3976.251953
	Iteration 23Q: 3 clusters Score -1.111627e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203757 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -11116266.000000 Penalty: 3976.251953
	Iteration 24Q: 3 clusters Score -1.111627e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203757 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -11116259.000000 Penalty: 3976.251953
	Iteration 25Q: 3 clusters Score -1.111626e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203755 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -11116258.000000 Penalty: 3976.251953
	Iteration 26Q: 3 clusters Score -1.111626e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203758 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -11116262.000000 Penalty: 3976.251953
	Iteration 27Q: 3 clusters Score -1.111626e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203756 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -11116279.000000 Penalty: 3976.251953
	Iteration 28Q: 3 clusters Score -1.111628e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203765 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -11116281.000000 Penalty: 3976.251953
	Iteration 29Q: 3 clusters Score -1.111628e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203773 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -11116291.000000 Penalty: 3976.251953
	Iteration 30Q: 3 clusters Score -1.111629e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203775 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -11116287.000000 Penalty: 3976.251953
	Iteration 31Q: 3 clusters Score -1.111629e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203779 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -11116283.000000 Penalty: 3976.251953
	Iteration 32Q: 3 clusters Score -1.111628e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203782 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -11116287.000000 Penalty: 3976.251953
	Iteration 33Q: 3 clusters Score -1.111629e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203782 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -11116289.000000 Penalty: 3976.251953
	Iteration 34Q: 3 clusters Score -1.111629e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203786 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -11116295.000000 Penalty: 3976.251953
	Iteration 35Q: 3 clusters Score -1.11163e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203788 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -11116286.000000 Penalty: 3976.251953
	Iteration 36Q: 3 clusters Score -1.111629e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203786 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -11116289.000000 Penalty: 3976.251953
	Iteration 37Q: 3 clusters Score -1.111629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203783 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -11116296.000000 Penalty: 3976.251953
	Iteration 38Q: 3 clusters Score -1.11163e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203786 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -11116297.000000 Penalty: 3976.251953
	Iteration 39Q: 3 clusters Score -1.11163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203789 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -11116306.000000 Penalty: 3976.251953
	Iteration 40F: 3 clusters Score -1.111631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203789 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -11116309.000000 Penalty: 3976.251953
	Iteration 41Q: 3 clusters Score -1.111631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203788 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -11116302.000000 Penalty: 3976.251953
	Iteration 42Q: 3 clusters Score -1.11163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203789 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -11116320.000000 Penalty: 3976.251953
	Iteration 43Q: 3 clusters Score -1.111632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203788 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -11116321.000000 Penalty: 3976.251953
	Iteration 44Q: 3 clusters Score -1.111632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203788 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -11116321.000000 Penalty: 3976.251953
	Iteration 45F: 3 clusters Score -1.111632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Entering Unmasked Estep 
Score: -407694.343750 Penalty: 1462.878906
	Iteration 0F: 2 clusters Score -407694.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -401757.406250 Penalty: 2925.757812
	Iteration 0F: 3 clusters Score -401757.4 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -403691.906250 Penalty: 2925.757812
	Iteration 1F: 3 clusters Score -403691.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -403985.218750 Penalty: 2925.757812
	Iteration 2F: 3 clusters Score -403985.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -404262.187500 Penalty: 2925.757812
	Iteration 3F: 3 clusters Score -404262.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -404545.375000 Penalty: 2925.757812
	Iteration 4F: 3 clusters Score -404545.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -404810.125000 Penalty: 2925.757812
	Iteration 5F: 3 clusters Score -404810.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -405062.875000 Penalty: 2925.757812
	Iteration 6F: 3 clusters Score -405062.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -405289.625000 Penalty: 2925.757812
	Iteration 7Q: 3 clusters Score -405289.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -405479.468750 Penalty: 2925.757812
	Iteration 8Q: 3 clusters Score -405479.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -405646.093750 Penalty: 2925.757812
	Iteration 9Q: 3 clusters Score -405646.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -405805.125000 Penalty: 2925.757812
	Iteration 10Q: 3 clusters Score -405805.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -405951.218750 Penalty: 2925.757812
	Iteration 11Q: 3 clusters Score -405951.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -406074.125000 Penalty: 2925.757812
	Iteration 12Q: 3 clusters Score -406074.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -406178.000000 Penalty: 2925.757812
	Iteration 13Q: 3 clusters Score -406178 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -406266.375000 Penalty: 2925.757812
	Iteration 14Q: 3 clusters Score -406266.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -406328.468750 Penalty: 2925.757812
	Iteration 15Q: 3 clusters Score -406328.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -406374.718750 Penalty: 2925.757812
	Iteration 16Q: 3 clusters Score -406374.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -406406.656250 Penalty: 2925.757812
	Iteration 17Q: 3 clusters Score -406406.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -406431.875000 Penalty: 2925.757812
	Iteration 18Q: 3 clusters Score -406431.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -406458.593750 Penalty: 2925.757812
	Iteration 19Q: 3 clusters Score -406458.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -406484.000000 Penalty: 2925.757812
	Iteration 20F: 3 clusters Score -406484 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -406505.343750 Penalty: 2925.757812
	Iteration 21Q: 3 clusters Score -406505.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -406523.468750 Penalty: 2925.757812
	Iteration 22Q: 3 clusters Score -406523.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -406538.343750 Penalty: 2925.757812
	Iteration 23Q: 3 clusters Score -406538.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -406553.031250 Penalty: 2925.757812
	Iteration 24Q: 3 clusters Score -406553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -406568.218750 Penalty: 2925.757812
	Iteration 25Q: 3 clusters Score -406568.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -406584.000000 Penalty: 2925.757812
	Iteration 26Q: 3 clusters Score -406584 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -406597.250000 Penalty: 2925.757812
	Iteration 27Q: 3 clusters Score -406597.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -406613.156250 Penalty: 2925.757812
	Iteration 28Q: 3 clusters Score -406613.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -406628.343750 Penalty: 2925.757812
	Iteration 29Q: 3 clusters Score -406628.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -406637.375000 Penalty: 2925.757812
	Iteration 30Q: 3 clusters Score -406637.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -406641.875000 Penalty: 2925.757812
	Iteration 31Q: 3 clusters Score -406641.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -406645.375000 Penalty: 2925.757812
	Iteration 32Q: 3 clusters Score -406645.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -406647.437500 Penalty: 2925.757812
	Iteration 33Q: 3 clusters Score -406647.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -406649.687500 Penalty: 2925.757812
	Iteration 34Q: 3 clusters Score -406649.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -406649.437500 Penalty: 2925.757812
	Iteration 35Q: 3 clusters Score -406649.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -406650.218750 Penalty: 2925.757812
	Iteration 36Q: 3 clusters Score -406650.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -406650.375000 Penalty: 2925.757812
	Iteration 37Q: 3 clusters Score -406650.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -406650.343750 Penalty: 2925.757812
	Iteration 38Q: 3 clusters Score -406650.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -406650.937500 Penalty: 2925.757812
	Iteration 39Q: 3 clusters Score -406650.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -406651.781250 Penalty: 2925.757812
	Iteration 40F: 3 clusters Score -406651.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -406652.125000 Penalty: 2925.757812
	Iteration 41Q: 3 clusters Score -406652.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -406653.312500 Penalty: 2925.757812
	Iteration 42Q: 3 clusters Score -406653.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -406653.656250 Penalty: 2925.757812
	Iteration 43Q: 3 clusters Score -406653.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -406654.781250 Penalty: 2925.757812
	Iteration 44Q: 3 clusters Score -406654.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -406655.781250 Penalty: 2925.757812
	Iteration 45Q: 3 clusters Score -406655.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -406655.343750 Penalty: 2925.757812
	Iteration 46Q: 3 clusters Score -406655.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -406655.250000 Penalty: 2925.757812
	Iteration 47Q: 3 clusters Score -406655.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -406656.093750 Penalty: 2925.757812
	Iteration 48Q: 3 clusters Score -406656.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -406656.656250 Penalty: 2925.757812
	Iteration 49Q: 3 clusters Score -406656.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -406657.281250 Penalty: 2925.757812
	Iteration 50Q: 3 clusters Score -406657.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -406656.906250 Penalty: 2925.757812
	Iteration 51Q: 3 clusters Score -406656.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -406658.687500 Penalty: 2925.757812
	Iteration 52Q: 3 clusters Score -406658.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -406658.718750 Penalty: 2925.757812
	Iteration 53Q: 3 clusters Score -406658.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -406658.000000 Penalty: 2925.757812
	Iteration 54Q: 3 clusters Score -406658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -406659.031250 Penalty: 2925.757812
	Iteration 55Q: 3 clusters Score -406659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -406659.031250 Penalty: 2925.757812
	Iteration 56F: 3 clusters Score -406659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (82887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82887 members 
Entering Unmasked Estep 
Score: -4425476.000000 Penalty: 1840.350464
	Iteration 0F: 2 clusters Score -4425476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -4370162.000000 Penalty: 3680.700928
	Iteration 0F: 3 clusters Score -4370162 nChanged 39559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -4393700.000000 Penalty: 3680.700928
	Iteration 1F: 3 clusters Score -4393700 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -4395432.000000 Penalty: 3680.700928
	Iteration 2Q: 3 clusters Score -4395432 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -4398327.500000 Penalty: 3680.700928
	Iteration 3F: 3 clusters Score -4398328 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52370 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -4402613.500000 Penalty: 3680.700928
	Iteration 4F: 3 clusters Score -4402614 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57198 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -4407849.000000 Penalty: 3680.700928
	Iteration 5F: 3 clusters Score -4407849 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62013 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -4413236.500000 Penalty: 3680.700928
	Iteration 6F: 3 clusters Score -4413236 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66002 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -4417466.500000 Penalty: 3680.700928
	Iteration 7F: 3 clusters Score -4417466 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68871 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -4420180.500000 Penalty: 3680.700928
	Iteration 8Q: 3 clusters Score -4420180 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70934 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -4421777.000000 Penalty: 3680.700928
	Iteration 9Q: 3 clusters Score -4421777 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72506 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -4422732.500000 Penalty: 3680.700928
	Iteration 10Q: 3 clusters Score -4422732 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73757 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -4423412.500000 Penalty: 3680.700928
	Iteration 11Q: 3 clusters Score -4423412 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74776 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -4423874.500000 Penalty: 3680.700928
	Iteration 12Q: 3 clusters Score -4423874 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75619 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -4424277.500000 Penalty: 3680.700928
	Iteration 13Q: 3 clusters Score -4424278 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76321 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -4424596.000000 Penalty: 3680.700928
	Iteration 14Q: 3 clusters Score -4424596 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76878 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -4424775.000000 Penalty: 3680.700928
	Iteration 15Q: 3 clusters Score -4424775 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77367 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -4424922.500000 Penalty: 3680.700928
	Iteration 16Q: 3 clusters Score -4424922 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77745 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -4425048.500000 Penalty: 3680.700928
	Iteration 17Q: 3 clusters Score -4425048 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78056 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -4425118.500000 Penalty: 3680.700928
	Iteration 18Q: 3 clusters Score -4425118 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78327 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -4425176.500000 Penalty: 3680.700928
	Iteration 19Q: 3 clusters Score -4425176 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78558 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -4425232.500000 Penalty: 3680.700928
	Iteration 20F: 3 clusters Score -4425232 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78736 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -4425272.500000 Penalty: 3680.700928
	Iteration 21Q: 3 clusters Score -4425272 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78879 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -4425297.500000 Penalty: 3680.700928
	Iteration 22Q: 3 clusters Score -4425298 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79006 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -4425352.000000 Penalty: 3680.700928
	Iteration 23Q: 3 clusters Score -4425352 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79117 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -4425368.000000 Penalty: 3680.700928
	Iteration 24Q: 3 clusters Score -4425368 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79204 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -4425393.000000 Penalty: 3680.700928
	Iteration 25Q: 3 clusters Score -4425393 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79279 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -4425389.000000 Penalty: 3680.700928
	Iteration 26Q: 3 clusters Score -4425389 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79344 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -4425400.000000 Penalty: 3680.700928
	Iteration 27Q: 3 clusters Score -4425400 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79396 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -4425408.000000 Penalty: 3680.700928
	Iteration 28Q: 3 clusters Score -4425408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79432 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -4425410.000000 Penalty: 3680.700928
	Iteration 29Q: 3 clusters Score -4425410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79454 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -4425408.500000 Penalty: 3680.700928
	Iteration 30Q: 3 clusters Score -4425408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79475 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -4425408.000000 Penalty: 3680.700928
	Iteration 31Q: 3 clusters Score -4425408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79489 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -4425406.500000 Penalty: 3680.700928
	Iteration 32Q: 3 clusters Score -4425406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79503 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4425411.000000 Penalty: 3680.700928
	Iteration 33Q: 3 clusters Score -4425411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79519 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -4425413.500000 Penalty: 3680.700928
	Iteration 34Q: 3 clusters Score -4425414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79534 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -4425405.000000 Penalty: 3680.700928
	Iteration 35Q: 3 clusters Score -4425405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79548 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -4425405.000000 Penalty: 3680.700928
	Iteration 36Q: 3 clusters Score -4425405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79560 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -4425412.000000 Penalty: 3680.700928
	Iteration 37Q: 3 clusters Score -4425412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79566 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -4425408.500000 Penalty: 3680.700928
	Iteration 38Q: 3 clusters Score -4425408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79572 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -4425411.500000 Penalty: 3680.700928
	Iteration 39Q: 3 clusters Score -4425412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79582 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -4425417.000000 Penalty: 3680.700928
	Iteration 40F: 3 clusters Score -4425417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79587 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -4425420.500000 Penalty: 3680.700928
	Iteration 41Q: 3 clusters Score -4425420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79588 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -4425417.500000 Penalty: 3680.700928
	Iteration 42Q: 3 clusters Score -4425418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79588 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -4425417.500000 Penalty: 3680.700928
	Iteration 43F: 3 clusters Score -4425418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Entering Unmasked Estep 
Score: -1485401.000000 Penalty: 1666.721313
	Iteration 0F: 2 clusters Score -1485401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1466188.000000 Penalty: 3333.442627
	Iteration 0F: 3 clusters Score -1466188 nChanged 13144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1473568.500000 Penalty: 3333.442627
	Iteration 1F: 3 clusters Score -1473568 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -1474306.000000 Penalty: 3333.442627
	Iteration 2F: 3 clusters Score -1474306 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -1475489.000000 Penalty: 3333.442627
	Iteration 3F: 3 clusters Score -1475489 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -1477530.500000 Penalty: 3333.442627
	Iteration 4F: 3 clusters Score -1477530 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -1480260.500000 Penalty: 3333.442627
	Iteration 5F: 3 clusters Score -1480260 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -1482292.875000 Penalty: 3333.442627
	Iteration 6F: 3 clusters Score -1482293 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -1483323.500000 Penalty: 3333.442627
	Iteration 7Q: 3 clusters Score -1483324 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -1483738.875000 Penalty: 3333.442627
	Iteration 8Q: 3 clusters Score -1483739 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -1483930.250000 Penalty: 3333.442627
	Iteration 9Q: 3 clusters Score -1483930 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -1484017.625000 Penalty: 3333.442627
	Iteration 10Q: 3 clusters Score -1484018 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -1484063.500000 Penalty: 3333.442627
	Iteration 11Q: 3 clusters Score -1484064 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -1484093.625000 Penalty: 3333.442627
	Iteration 12Q: 3 clusters Score -1484094 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -1484107.000000 Penalty: 3333.442627
	Iteration 13Q: 3 clusters Score -1484107 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -1484126.000000 Penalty: 3333.442627
	Iteration 14Q: 3 clusters Score -1484126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -1484136.375000 Penalty: 3333.442627
	Iteration 15Q: 3 clusters Score -1484136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -1484146.750000 Penalty: 3333.442627
	Iteration 16Q: 3 clusters Score -1484147 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -1484160.125000 Penalty: 3333.442627
	Iteration 17Q: 3 clusters Score -1484160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -1484163.500000 Penalty: 3333.442627
	Iteration 18Q: 3 clusters Score -1484164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -1484172.750000 Penalty: 3333.442627
	Iteration 19Q: 3 clusters Score -1484173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -1484176.625000 Penalty: 3333.442627
	Iteration 20F: 3 clusters Score -1484177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -1484176.875000 Penalty: 3333.442627
	Iteration 21Q: 3 clusters Score -1484177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -1484178.000000 Penalty: 3333.442627
	Iteration 22Q: 3 clusters Score -1484178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -1484179.000000 Penalty: 3333.442627
	Iteration 23Q: 3 clusters Score -1484179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -1484183.375000 Penalty: 3333.442627
	Iteration 24Q: 3 clusters Score -1484183 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -1484189.500000 Penalty: 3333.442627
	Iteration 25Q: 3 clusters Score -1484190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -1484193.125000 Penalty: 3333.442627
	Iteration 26Q: 3 clusters Score -1484193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -1484194.125000 Penalty: 3333.442627
	Iteration 27Q: 3 clusters Score -1484194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -1484197.250000 Penalty: 3333.442627
	Iteration 28Q: 3 clusters Score -1484197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -1484198.000000 Penalty: 3333.442627
	Iteration 29Q: 3 clusters Score -1484198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -1484198.500000 Penalty: 3333.442627
	Iteration 30Q: 3 clusters Score -1484198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -1484197.125000 Penalty: 3333.442627
	Iteration 31Q: 3 clusters Score -1484197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -1484196.625000 Penalty: 3333.442627
	Iteration 32Q: 3 clusters Score -1484197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -1484197.125000 Penalty: 3333.442627
	Iteration 33Q: 3 clusters Score -1484197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -1484197.125000 Penalty: 3333.442627
	Iteration 34F: 3 clusters Score -1484197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (92024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92024 members 
Entering Unmasked Estep 
Score: -4887166.500000 Penalty: 1857.343262
	Iteration 0F: 2 clusters Score -4887166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -4825585.500000 Penalty: 3714.686523
	Iteration 0F: 3 clusters Score -4825586 nChanged 43769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -4851097.000000 Penalty: 3714.686523
	Iteration 1F: 3 clusters Score -4851097 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -4852140.500000 Penalty: 3714.686523
	Iteration 2Q: 3 clusters Score -4852140 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -4853566.000000 Penalty: 3714.686523
	Iteration 3Q: 3 clusters Score -4853566 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53619 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -4855730.000000 Penalty: 3714.686523
	Iteration 4Q: 3 clusters Score -4855730 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -4859110.000000 Penalty: 3714.686523
	Iteration 5F: 3 clusters Score -4859110 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62215 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -4863938.500000 Penalty: 3714.686523
	Iteration 6F: 3 clusters Score -4863938 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67668 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -4870063.000000 Penalty: 3714.686523
	Iteration 7F: 3 clusters Score -4870063 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72637 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -4876115.500000 Penalty: 3714.686523
	Iteration 8F: 3 clusters Score -4876116 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76240 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -4880350.000000 Penalty: 3714.686523
	Iteration 9F: 3 clusters Score -4880350 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78578 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -4882715.000000 Penalty: 3714.686523
	Iteration 10Q: 3 clusters Score -4882715 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80142 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -4883734.000000 Penalty: 3714.686523
	Iteration 11Q: 3 clusters Score -4883734 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81240 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -4884287.500000 Penalty: 3714.686523
	Iteration 12Q: 3 clusters Score -4884288 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82156 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -4884658.000000 Penalty: 3714.686523
	Iteration 13Q: 3 clusters Score -4884658 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82922 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -4884937.000000 Penalty: 3714.686523
	Iteration 14Q: 3 clusters Score -4884937 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83595 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -4885114.500000 Penalty: 3714.686523
	Iteration 15Q: 3 clusters Score -4885114 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84199 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -4885271.500000 Penalty: 3714.686523
	Iteration 16Q: 3 clusters Score -4885272 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84728 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -4885408.000000 Penalty: 3714.686523
	Iteration 17Q: 3 clusters Score -4885408 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85208 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -4885516.000000 Penalty: 3714.686523
	Iteration 18Q: 3 clusters Score -4885516 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85641 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -4885585.000000 Penalty: 3714.686523
	Iteration 19Q: 3 clusters Score -4885585 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86047 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -4885684.000000 Penalty: 3714.686523
	Iteration 20F: 3 clusters Score -4885684 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86409 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -4885764.500000 Penalty: 3714.686523
	Iteration 21Q: 3 clusters Score -4885764 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86715 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -4885841.000000 Penalty: 3714.686523
	Iteration 22Q: 3 clusters Score -4885841 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86979 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -4885900.500000 Penalty: 3714.686523
	Iteration 23Q: 3 clusters Score -4885900 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87220 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -4885972.500000 Penalty: 3714.686523
	Iteration 24Q: 3 clusters Score -4885972 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87454 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -4885994.500000 Penalty: 3714.686523
	Iteration 25Q: 3 clusters Score -4885994 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87641 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -4886023.000000 Penalty: 3714.686523
	Iteration 26Q: 3 clusters Score -4886023 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87803 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -4886050.500000 Penalty: 3714.686523
	Iteration 27Q: 3 clusters Score -4886050 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87939 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -4886066.000000 Penalty: 3714.686523
	Iteration 28Q: 3 clusters Score -4886066 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88062 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -4886096.000000 Penalty: 3714.686523
	Iteration 29Q: 3 clusters Score -4886096 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88164 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -4886141.000000 Penalty: 3714.686523
	Iteration 30Q: 3 clusters Score -4886141 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88250 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -4886138.500000 Penalty: 3714.686523
	Iteration 31Q: 3 clusters Score -4886138 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88343 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -4886163.000000 Penalty: 3714.686523
	Iteration 32Q: 3 clusters Score -4886163 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88436 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -4886172.000000 Penalty: 3714.686523
	Iteration 33Q: 3 clusters Score -4886172 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88527 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -4886172.000000 Penalty: 3714.686523
	Iteration 34Q: 3 clusters Score -4886172 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88599 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -4886188.500000 Penalty: 3714.686523
	Iteration 35Q: 3 clusters Score -4886188 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88666 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -4886200.500000 Penalty: 3714.686523
	Iteration 36Q: 3 clusters Score -4886200 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88718 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -4886217.500000 Penalty: 3714.686523
	Iteration 37Q: 3 clusters Score -4886218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88751 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -4886214.000000 Penalty: 3714.686523
	Iteration 38Q: 3 clusters Score -4886214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88776 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -4886217.500000 Penalty: 3714.686523
	Iteration 39Q: 3 clusters Score -4886218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88803 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -4886221.500000 Penalty: 3714.686523
	Iteration 40F: 3 clusters Score -4886222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88833 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -4886227.500000 Penalty: 3714.686523
	Iteration 41Q: 3 clusters Score -4886228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88861 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -4886234.500000 Penalty: 3714.686523
	Iteration 42Q: 3 clusters Score -4886234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88894 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -4886236.000000 Penalty: 3714.686523
	Iteration 43Q: 3 clusters Score -4886236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88915 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -4886237.000000 Penalty: 3714.686523
	Iteration 44Q: 3 clusters Score -4886237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88937 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -4886233.000000 Penalty: 3714.686523
	Iteration 45Q: 3 clusters Score -4886233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88965 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -4886246.500000 Penalty: 3714.686523
	Iteration 46Q: 3 clusters Score -4886246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88986 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -4886241.000000 Penalty: 3714.686523
	Iteration 47Q: 3 clusters Score -4886241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89001 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -4886251.500000 Penalty: 3714.686523
	Iteration 48Q: 3 clusters Score -4886252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89014 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -4886243.000000 Penalty: 3714.686523
	Iteration 49Q: 3 clusters Score -4886243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89030 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -4886247.000000 Penalty: 3714.686523
	Iteration 50Q: 3 clusters Score -4886247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89040 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -4886256.000000 Penalty: 3714.686523
	Iteration 51Q: 3 clusters Score -4886256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89047 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4886255.000000 Penalty: 3714.686523
	Iteration 52Q: 3 clusters Score -4886255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89056 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -4886252.000000 Penalty: 3714.686523
	Iteration 53Q: 3 clusters Score -4886252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89064 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -4886249.500000 Penalty: 3714.686523
	Iteration 54Q: 3 clusters Score -4886250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89071 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -4886250.500000 Penalty: 3714.686523
	Iteration 55Q: 3 clusters Score -4886250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89079 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -4886257.000000 Penalty: 3714.686523
	Iteration 56Q: 3 clusters Score -4886257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89085 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -4886261.000000 Penalty: 3714.686523
	Iteration 57Q: 3 clusters Score -4886261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89095 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -4886253.500000 Penalty: 3714.686523
	Iteration 58Q: 3 clusters Score -4886254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89099 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -4886255.000000 Penalty: 3714.686523
	Iteration 59Q: 3 clusters Score -4886255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89102 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -4886254.000000 Penalty: 3714.686523
	Iteration 60F: 3 clusters Score -4886254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Entering Unmasked Estep 
Score: -447667.312500 Penalty: 1467.475098
	Iteration 0F: 2 clusters Score -447667.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -441481.437500 Penalty: 2934.950195
	Iteration 0F: 3 clusters Score -441481.4 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -443411.437500 Penalty: 2934.950195
	Iteration 1F: 3 clusters Score -443411.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -443578.562500 Penalty: 2934.950195
	Iteration 2F: 3 clusters Score -443578.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -443717.750000 Penalty: 2934.950195
	Iteration 3Q: 3 clusters Score -443717.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -443821.937500 Penalty: 2934.950195
	Iteration 4Q: 3 clusters Score -443821.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -443909.468750 Penalty: 2934.950195
	Iteration 5Q: 3 clusters Score -443909.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -444010.343750 Penalty: 2934.950195
	Iteration 6Q: 3 clusters Score -444010.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -444128.687500 Penalty: 2934.950195
	Iteration 7Q: 3 clusters Score -444128.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -444274.000000 Penalty: 2934.950195
	Iteration 8Q: 3 clusters Score -444274 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -444435.937500 Penalty: 2934.950195
	Iteration 9Q: 3 clusters Score -444435.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -444645.656250 Penalty: 2934.950195
	Iteration 10Q: 3 clusters Score -444645.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -444934.093750 Penalty: 2934.950195
	Iteration 11Q: 3 clusters Score -444934.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -445289.593750 Penalty: 2934.950195
	Iteration 12F: 3 clusters Score -445289.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -445609.343750 Penalty: 2934.950195
	Iteration 13Q: 3 clusters Score -445609.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -445844.593750 Penalty: 2934.950195
	Iteration 14Q: 3 clusters Score -445844.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -446025.906250 Penalty: 2934.950195
	Iteration 15Q: 3 clusters Score -446025.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -446145.500000 Penalty: 2934.950195
	Iteration 16Q: 3 clusters Score -446145.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -446210.468750 Penalty: 2934.950195
	Iteration 17Q: 3 clusters Score -446210.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -446265.343750 Penalty: 2934.950195
	Iteration 18Q: 3 clusters Score -446265.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -446308.968750 Penalty: 2934.950195
	Iteration 19Q: 3 clusters Score -446309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -446330.468750 Penalty: 2934.950195
	Iteration 20F: 3 clusters Score -446330.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -446342.406250 Penalty: 2934.950195
	Iteration 21Q: 3 clusters Score -446342.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -446347.875000 Penalty: 2934.950195
	Iteration 22Q: 3 clusters Score -446347.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -446359.781250 Penalty: 2934.950195
	Iteration 23Q: 3 clusters Score -446359.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -446363.031250 Penalty: 2934.950195
	Iteration 24Q: 3 clusters Score -446363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -446363.031250 Penalty: 2934.950195
	Iteration 25F: 3 clusters Score -446363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Entering Unmasked Estep 
Score: -170443.609375 Penalty: 1318.041992
	Iteration 0F: 2 clusters Score -170443.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -167579.718750 Penalty: 2636.083984
	Iteration 0F: 3 clusters Score -167579.7 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -168306.781250 Penalty: 2636.083984
	Iteration 1F: 3 clusters Score -168306.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -168475.625000 Penalty: 2636.083984
	Iteration 2F: 3 clusters Score -168475.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -168600.656250 Penalty: 2636.083984
	Iteration 3F: 3 clusters Score -168600.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -168717.656250 Penalty: 2636.083984
	Iteration 4F: 3 clusters Score -168717.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -168846.828125 Penalty: 2636.083984
	Iteration 5F: 3 clusters Score -168846.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -168979.437500 Penalty: 2636.083984
	Iteration 6Q: 3 clusters Score -168979.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -169109.671875 Penalty: 2636.083984
	Iteration 7Q: 3 clusters Score -169109.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -169216.312500 Penalty: 2636.083984
	Iteration 8Q: 3 clusters Score -169216.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -169315.765625 Penalty: 2636.083984
	Iteration 9Q: 3 clusters Score -169315.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -169399.531250 Penalty: 2636.083984
	Iteration 10Q: 3 clusters Score -169399.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -169454.843750 Penalty: 2636.083984
	Iteration 11Q: 3 clusters Score -169454.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -169486.125000 Penalty: 2636.083984
	Iteration 12Q: 3 clusters Score -169486.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -169507.062500 Penalty: 2636.083984
	Iteration 13Q: 3 clusters Score -169507.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -169521.390625 Penalty: 2636.083984
	Iteration 14Q: 3 clusters Score -169521.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -169533.218750 Penalty: 2636.083984
	Iteration 15Q: 3 clusters Score -169533.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -169541.484375 Penalty: 2636.083984
	Iteration 16Q: 3 clusters Score -169541.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -169548.468750 Penalty: 2636.083984
	Iteration 17Q: 3 clusters Score -169548.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -169556.218750 Penalty: 2636.083984
	Iteration 18Q: 3 clusters Score -169556.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -169559.109375 Penalty: 2636.083984
	Iteration 19Q: 3 clusters Score -169559.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -169562.812500 Penalty: 2636.083984
	Iteration 20F: 3 clusters Score -169562.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -169569.046875 Penalty: 2636.083984
	Iteration 21Q: 3 clusters Score -169569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -169572.796875 Penalty: 2636.083984
	Iteration 22Q: 3 clusters Score -169572.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -169574.062500 Penalty: 2636.083984
	Iteration 23Q: 3 clusters Score -169574.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -169575.359375 Penalty: 2636.083984
	Iteration 24Q: 3 clusters Score -169575.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -169575.843750 Penalty: 2636.083984
	Iteration 25Q: 3 clusters Score -169575.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -169575.843750 Penalty: 2636.083984
	Iteration 26F: 3 clusters Score -169575.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Entering Unmasked Estep 
Score: -807483.125000 Penalty: 1560.902344
	Iteration 0F: 2 clusters Score -807483.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -797128.812500 Penalty: 3121.804688
	Iteration 0F: 3 clusters Score -797128.8 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -800807.375000 Penalty: 3121.804688
	Iteration 1F: 3 clusters Score -800807.4 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -801169.375000 Penalty: 3121.804688
	Iteration 2F: 3 clusters Score -801169.4 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -801508.000000 Penalty: 3121.804688
	Iteration 3F: 3 clusters Score -801508 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -801853.000000 Penalty: 3121.804688
	Iteration 4Q: 3 clusters Score -801853 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -802207.312500 Penalty: 3121.804688
	Iteration 5Q: 3 clusters Score -802207.3 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -802571.625000 Penalty: 3121.804688
	Iteration 6Q: 3 clusters Score -802571.6 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -802998.625000 Penalty: 3121.804688
	Iteration 7Q: 3 clusters Score -802998.6 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -803445.812500 Penalty: 3121.804688
	Iteration 8Q: 3 clusters Score -803445.8 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -803875.125000 Penalty: 3121.804688
	Iteration 9Q: 3 clusters Score -803875.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -804148.312500 Penalty: 3121.804688
	Iteration 10Q: 3 clusters Score -804148.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -804290.562500 Penalty: 3121.804688
	Iteration 11Q: 3 clusters Score -804290.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -804368.562500 Penalty: 3121.804688
	Iteration 12Q: 3 clusters Score -804368.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -804423.312500 Penalty: 3121.804688
	Iteration 13Q: 3 clusters Score -804423.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -804454.750000 Penalty: 3121.804688
	Iteration 14Q: 3 clusters Score -804454.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -804476.687500 Penalty: 3121.804688
	Iteration 15Q: 3 clusters Score -804476.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -804493.875000 Penalty: 3121.804688
	Iteration 16Q: 3 clusters Score -804493.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -804510.000000 Penalty: 3121.804688
	Iteration 17Q: 3 clusters Score -804510 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -804521.250000 Penalty: 3121.804688
	Iteration 18Q: 3 clusters Score -804521.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -804535.625000 Penalty: 3121.804688
	Iteration 19Q: 3 clusters Score -804535.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -804555.000000 Penalty: 3121.804688
	Iteration 20F: 3 clusters Score -804555 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -804567.375000 Penalty: 3121.804688
	Iteration 21Q: 3 clusters Score -804567.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -804576.625000 Penalty: 3121.804688
	Iteration 22Q: 3 clusters Score -804576.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -804589.375000 Penalty: 3121.804688
	Iteration 23Q: 3 clusters Score -804589.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -804597.687500 Penalty: 3121.804688
	Iteration 24Q: 3 clusters Score -804597.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -804611.062500 Penalty: 3121.804688
	Iteration 25Q: 3 clusters Score -804611.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -804623.437500 Penalty: 3121.804688
	Iteration 26Q: 3 clusters Score -804623.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -804632.375000 Penalty: 3121.804688
	Iteration 27Q: 3 clusters Score -804632.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -804641.062500 Penalty: 3121.804688
	Iteration 28Q: 3 clusters Score -804641.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -804644.687500 Penalty: 3121.804688
	Iteration 29Q: 3 clusters Score -804644.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -804650.937500 Penalty: 3121.804688
	Iteration 30Q: 3 clusters Score -804650.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -804653.750000 Penalty: 3121.804688
	Iteration 31Q: 3 clusters Score -804653.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -804655.437500 Penalty: 3121.804688
	Iteration 32Q: 3 clusters Score -804655.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -804658.000000 Penalty: 3121.804688
	Iteration 33Q: 3 clusters Score -804658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -804662.125000 Penalty: 3121.804688
	Iteration 34Q: 3 clusters Score -804662.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -804662.250000 Penalty: 3121.804688
	Iteration 35Q: 3 clusters Score -804662.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -804662.000000 Penalty: 3121.804688
	Iteration 36Q: 3 clusters Score -804662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -804664.375000 Penalty: 3121.804688
	Iteration 37Q: 3 clusters Score -804664.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -804663.437500 Penalty: 3121.804688
	Iteration 38Q: 3 clusters Score -804663.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -804663.062500 Penalty: 3121.804688
	Iteration 39Q: 3 clusters Score -804663.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -804664.312500 Penalty: 3121.804688
	Iteration 40F: 3 clusters Score -804664.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -804663.375000 Penalty: 3121.804688
	Iteration 41Q: 3 clusters Score -804663.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -804663.125000 Penalty: 3121.804688
	Iteration 42Q: 3 clusters Score -804663.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -804664.875000 Penalty: 3121.804688
	Iteration 43Q: 3 clusters Score -804664.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -804667.062500 Penalty: 3121.804688
	Iteration 44Q: 3 clusters Score -804667.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -804667.375000 Penalty: 3121.804688
	Iteration 45Q: 3 clusters Score -804667.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -804665.937500 Penalty: 3121.804688
	Iteration 46Q: 3 clusters Score -804665.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -804666.937500 Penalty: 3121.804688
	Iteration 47Q: 3 clusters Score -804666.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -804665.875000 Penalty: 3121.804688
	Iteration 48Q: 3 clusters Score -804665.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -804669.250000 Penalty: 3121.804688
	Iteration 49Q: 3 clusters Score -804669.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -804668.562500 Penalty: 3121.804688
	Iteration 50Q: 3 clusters Score -804668.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -804668.500000 Penalty: 3121.804688
	Iteration 51Q: 3 clusters Score -804668.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -804671.875000 Penalty: 3121.804688
	Iteration 52Q: 3 clusters Score -804671.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -804674.187500 Penalty: 3121.804688
	Iteration 53Q: 3 clusters Score -804674.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -804672.750000 Penalty: 3121.804688
	Iteration 54Q: 3 clusters Score -804672.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -804676.500000 Penalty: 3121.804688
	Iteration 55Q: 3 clusters Score -804676.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -804679.875000 Penalty: 3121.804688
	Iteration 56Q: 3 clusters Score -804679.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -804680.062500 Penalty: 3121.804688
	Iteration 57Q: 3 clusters Score -804680.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -804685.437500 Penalty: 3121.804688
	Iteration 58Q: 3 clusters Score -804685.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -804687.937500 Penalty: 3121.804688
	Iteration 59Q: 3 clusters Score -804687.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -804690.375000 Penalty: 3121.804688
	Iteration 60F: 3 clusters Score -804690.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -804688.312500 Penalty: 3121.804688
	Iteration 61Q: 3 clusters Score -804688.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -804694.125000 Penalty: 3121.804688
	Iteration 62Q: 3 clusters Score -804694.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -804697.562500 Penalty: 3121.804688
	Iteration 63Q: 3 clusters Score -804697.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -804701.812500 Penalty: 3121.804688
	Iteration 64Q: 3 clusters Score -804701.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -804701.937500 Penalty: 3121.804688
	Iteration 65Q: 3 clusters Score -804701.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -804701.812500 Penalty: 3121.804688
	Iteration 66Q: 3 clusters Score -804701.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -804703.937500 Penalty: 3121.804688
	Iteration 67Q: 3 clusters Score -804703.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -804704.187500 Penalty: 3121.804688
	Iteration 68Q: 3 clusters Score -804704.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -804704.500000 Penalty: 3121.804688
	Iteration 69Q: 3 clusters Score -804704.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -804703.500000 Penalty: 3121.804688
	Iteration 70Q: 3 clusters Score -804703.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -804703.687500 Penalty: 3121.804688
	Iteration 71Q: 3 clusters Score -804703.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -804707.062500 Penalty: 3121.804688
	Iteration 72Q: 3 clusters Score -804707.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -804706.062500 Penalty: 3121.804688
	Iteration 73Q: 3 clusters Score -804706.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -804709.562500 Penalty: 3121.804688
	Iteration 74Q: 3 clusters Score -804709.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -804711.250000 Penalty: 3121.804688
	Iteration 75Q: 3 clusters Score -804711.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -804712.875000 Penalty: 3121.804688
	Iteration 76Q: 3 clusters Score -804712.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -804712.437500 Penalty: 3121.804688
	Iteration 77Q: 3 clusters Score -804712.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -804710.437500 Penalty: 3121.804688
	Iteration 78Q: 3 clusters Score -804710.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -804711.937500 Penalty: 3121.804688
	Iteration 79Q: 3 clusters Score -804711.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -804714.250000 Penalty: 3121.804688
	Iteration 80F: 3 clusters Score -804714.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -804712.625000 Penalty: 3121.804688
	Iteration 81Q: 3 clusters Score -804712.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -804716.812500 Penalty: 3121.804688
	Iteration 82Q: 3 clusters Score -804716.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -804717.250000 Penalty: 3121.804688
	Iteration 83Q: 3 clusters Score -804717.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -804716.500000 Penalty: 3121.804688
	Iteration 84Q: 3 clusters Score -804716.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -804715.562500 Penalty: 3121.804688
	Iteration 85Q: 3 clusters Score -804715.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -804714.125000 Penalty: 3121.804688
	Iteration 86Q: 3 clusters Score -804714.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -804715.687500 Penalty: 3121.804688
	Iteration 87Q: 3 clusters Score -804715.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -804716.750000 Penalty: 3121.804688
	Iteration 88Q: 3 clusters Score -804716.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -804716.312500 Penalty: 3121.804688
	Iteration 89Q: 3 clusters Score -804716.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -804716.312500 Penalty: 3121.804688
	Iteration 90F: 3 clusters Score -804716.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59078 members 
Entering Unmasked Estep 
Score: -3172068.000000 Penalty: 1785.324829
	Iteration 0F: 2 clusters Score -3172068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -3132717.250000 Penalty: 3570.649658
	Iteration 0F: 3 clusters Score -3132717 nChanged 27810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -3148588.750000 Penalty: 3570.649658
	Iteration 1F: 3 clusters Score -3148589 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -3149671.500000 Penalty: 3570.649658
	Iteration 2Q: 3 clusters Score -3149672 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -3151298.250000 Penalty: 3570.649658
	Iteration 3F: 3 clusters Score -3151298 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -3153913.000000 Penalty: 3570.649658
	Iteration 4F: 3 clusters Score -3153913 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -3157667.750000 Penalty: 3570.649658
	Iteration 5F: 3 clusters Score -3157668 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -3161847.000000 Penalty: 3570.649658
	Iteration 6F: 3 clusters Score -3161847 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -3165428.000000 Penalty: 3570.649658
	Iteration 7F: 3 clusters Score -3165428 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 56551 members 
Entering Unmasked Estep 
Score: -3168047.750000 Penalty: 3570.649658
	Iteration 8Q: 3 clusters Score -3168048 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -3169476.500000 Penalty: 3570.649658
	Iteration 9Q: 3 clusters Score -3169476 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 58649 members 
Entering Unmasked Estep 
Score: -3170097.750000 Penalty: 3570.649658
	Iteration 10Q: 3 clusters Score -3170098 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 58839 members 
Entering Unmasked Estep 
Score: -3170346.250000 Penalty: 3570.649658
	Iteration 11Q: 3 clusters Score -3170346 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 58880 members 
Entering Unmasked Estep 
Score: -3170413.500000 Penalty: 3570.649658
	Iteration 12Q: 3 clusters Score -3170414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 58896 members 
Entering Unmasked Estep 
Score: -3170440.750000 Penalty: 3570.649658
	Iteration 13Q: 3 clusters Score -3170441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 58904 members 
Entering Unmasked Estep 
Score: -3170448.000000 Penalty: 3570.649658
	Iteration 14Q: 3 clusters Score -3170448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 58908 members 
Entering Unmasked Estep 
Score: -3170458.750000 Penalty: 3570.649658
	Iteration 15Q: 3 clusters Score -3170459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 58912 members 
Entering Unmasked Estep 
Score: -3170471.500000 Penalty: 3570.649658
	Iteration 16Q: 3 clusters Score -3170472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 58913 members 
Entering Unmasked Estep 
Score: -3170488.500000 Penalty: 3570.649658
	Iteration 17Q: 3 clusters Score -3170488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 58915 members 
Entering Unmasked Estep 
Score: -3170488.250000 Penalty: 3570.649658
	Iteration 18Q: 3 clusters Score -3170488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 58915 members 
Entering Unmasked Estep 
Score: -3170492.500000 Penalty: 3570.649658
	Iteration 19Q: 3 clusters Score -3170492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 58917 members 
Entering Unmasked Estep 
Score: -3170498.500000 Penalty: 3570.649658
	Iteration 20F: 3 clusters Score -3170498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 58918 members 
Entering Unmasked Estep 
Score: -3170499.000000 Penalty: 3570.649658
	Iteration 21Q: 3 clusters Score -3170499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 58919 members 
Entering Unmasked Estep 
Score: -3170501.000000 Penalty: 3570.649658
	Iteration 22Q: 3 clusters Score -3170501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 58919 members 
Entering Unmasked Estep 
Score: -3170505.500000 Penalty: 3570.649658
	Iteration 23Q: 3 clusters Score -3170506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 58920 members 
Entering Unmasked Estep 
Score: -3170508.750000 Penalty: 3570.649658
	Iteration 24Q: 3 clusters Score -3170509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 58920 members 
Entering Unmasked Estep 
Score: -3170508.750000 Penalty: 3570.649658
	Iteration 25F: 3 clusters Score -3170509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Entering Unmasked Estep 
Score: -737552.000000 Penalty: 1556.846436
	Iteration 0F: 2 clusters Score -737552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -727371.250000 Penalty: 3113.692871
	Iteration 0F: 3 clusters Score -727371.2 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -730865.750000 Penalty: 3113.692871
	Iteration 1F: 3 clusters Score -730865.8 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -731118.562500 Penalty: 3113.692871
	Iteration 2F: 3 clusters Score -731118.6 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -731331.000000 Penalty: 3113.692871
	Iteration 3Q: 3 clusters Score -731331 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -731521.687500 Penalty: 3113.692871
	Iteration 4Q: 3 clusters Score -731521.7 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -731696.687500 Penalty: 3113.692871
	Iteration 5Q: 3 clusters Score -731696.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -731864.437500 Penalty: 3113.692871
	Iteration 6Q: 3 clusters Score -731864.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -732069.312500 Penalty: 3113.692871
	Iteration 7Q: 3 clusters Score -732069.3 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -732332.312500 Penalty: 3113.692871
	Iteration 8Q: 3 clusters Score -732332.3 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -732718.187500 Penalty: 3113.692871
	Iteration 9Q: 3 clusters Score -732718.2 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -733261.187500 Penalty: 3113.692871
	Iteration 10F: 3 clusters Score -733261.2 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -733950.812500 Penalty: 3113.692871
	Iteration 11F: 3 clusters Score -733950.8 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -734720.250000 Penalty: 3113.692871
	Iteration 12F: 3 clusters Score -734720.2 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -735428.875000 Penalty: 3113.692871
	Iteration 13F: 3 clusters Score -735428.9 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -735968.562500 Penalty: 3113.692871
	Iteration 14Q: 3 clusters Score -735968.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -736349.312500 Penalty: 3113.692871
	Iteration 15Q: 3 clusters Score -736349.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -736551.312500 Penalty: 3113.692871
	Iteration 16Q: 3 clusters Score -736551.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -736632.062500 Penalty: 3113.692871
	Iteration 17Q: 3 clusters Score -736632.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -736681.375000 Penalty: 3113.692871
	Iteration 18Q: 3 clusters Score -736681.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -736711.125000 Penalty: 3113.692871
	Iteration 19Q: 3 clusters Score -736711.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -736738.000000 Penalty: 3113.692871
	Iteration 20F: 3 clusters Score -736738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -736749.687500 Penalty: 3113.692871
	Iteration 21Q: 3 clusters Score -736749.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -736757.750000 Penalty: 3113.692871
	Iteration 22Q: 3 clusters Score -736757.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -736761.875000 Penalty: 3113.692871
	Iteration 23Q: 3 clusters Score -736761.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -736764.500000 Penalty: 3113.692871
	Iteration 24Q: 3 clusters Score -736764.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -736768.250000 Penalty: 3113.692871
	Iteration 25Q: 3 clusters Score -736768.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -736769.437500 Penalty: 3113.692871
	Iteration 26Q: 3 clusters Score -736769.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -736768.812500 Penalty: 3113.692871
	Iteration 27Q: 3 clusters Score -736768.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -736771.312500 Penalty: 3113.692871
	Iteration 28Q: 3 clusters Score -736771.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -736772.625000 Penalty: 3113.692871
	Iteration 29Q: 3 clusters Score -736772.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -736773.500000 Penalty: 3113.692871
	Iteration 30Q: 3 clusters Score -736773.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -736774.562500 Penalty: 3113.692871
	Iteration 31Q: 3 clusters Score -736774.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -736776.937500 Penalty: 3113.692871
	Iteration 32Q: 3 clusters Score -736776.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -736776.875000 Penalty: 3113.692871
	Iteration 33Q: 3 clusters Score -736776.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -736778.000000 Penalty: 3113.692871
	Iteration 34Q: 3 clusters Score -736778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -736777.187500 Penalty: 3113.692871
	Iteration 35Q: 3 clusters Score -736777.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -736779.437500 Penalty: 3113.692871
	Iteration 36Q: 3 clusters Score -736779.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -736780.312500 Penalty: 3113.692871
	Iteration 37Q: 3 clusters Score -736780.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -736782.812500 Penalty: 3113.692871
	Iteration 38Q: 3 clusters Score -736782.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -736781.937500 Penalty: 3113.692871
	Iteration 39Q: 3 clusters Score -736781.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -736781.375000 Penalty: 3113.692871
	Iteration 40F: 3 clusters Score -736781.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -736782.437500 Penalty: 3113.692871
	Iteration 41Q: 3 clusters Score -736782.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -736782.687500 Penalty: 3113.692871
	Iteration 42Q: 3 clusters Score -736782.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -736782.562500 Penalty: 3113.692871
	Iteration 43Q: 3 clusters Score -736782.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -736782.562500 Penalty: 3113.692871
	Iteration 44F: 3 clusters Score -736782.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Entering Unmasked Estep 
Score: -1744878.375000 Penalty: 1695.342896
	Iteration 0F: 2 clusters Score -1744878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -1722176.000000 Penalty: 3390.685791
	Iteration 0F: 3 clusters Score -1722176 nChanged 15695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -1730822.625000 Penalty: 3390.685791
	Iteration 1F: 3 clusters Score -1730823 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -1731283.000000 Penalty: 3390.685791
	Iteration 2Q: 3 clusters Score -1731283 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -1731814.000000 Penalty: 3390.685791
	Iteration 3Q: 3 clusters Score -1731814 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -1732446.875000 Penalty: 3390.685791
	Iteration 4Q: 3 clusters Score -1732447 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -1733273.750000 Penalty: 3390.685791
	Iteration 5F: 3 clusters Score -1733274 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -1734399.500000 Penalty: 3390.685791
	Iteration 6F: 3 clusters Score -1734400 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -1735833.625000 Penalty: 3390.685791
	Iteration 7F: 3 clusters Score -1735834 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -1737382.875000 Penalty: 3390.685791
	Iteration 8F: 3 clusters Score -1737383 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -1738876.625000 Penalty: 3390.685791
	Iteration 9F: 3 clusters Score -1738877 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -1740052.625000 Penalty: 3390.685791
	Iteration 10Q: 3 clusters Score -1740053 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -1740902.625000 Penalty: 3390.685791
	Iteration 11Q: 3 clusters Score -1740903 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -1741546.250000 Penalty: 3390.685791
	Iteration 12Q: 3 clusters Score -1741546 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -1742071.375000 Penalty: 3390.685791
	Iteration 13Q: 3 clusters Score -1742071 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -1742491.375000 Penalty: 3390.685791
	Iteration 14Q: 3 clusters Score -1742491 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -1742766.000000 Penalty: 3390.685791
	Iteration 15Q: 3 clusters Score -1742766 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -1742995.625000 Penalty: 3390.685791
	Iteration 16Q: 3 clusters Score -1742996 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -1743154.750000 Penalty: 3390.685791
	Iteration 17Q: 3 clusters Score -1743155 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -1743267.375000 Penalty: 3390.685791
	Iteration 18Q: 3 clusters Score -1743267 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -1743336.500000 Penalty: 3390.685791
	Iteration 19Q: 3 clusters Score -1743336 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -1743379.750000 Penalty: 3390.685791
	Iteration 20F: 3 clusters Score -1743380 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -1743429.750000 Penalty: 3390.685791
	Iteration 21Q: 3 clusters Score -1743430 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -1743466.375000 Penalty: 3390.685791
	Iteration 22Q: 3 clusters Score -1743466 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -1743486.750000 Penalty: 3390.685791
	Iteration 23Q: 3 clusters Score -1743487 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -1743502.500000 Penalty: 3390.685791
	Iteration 24Q: 3 clusters Score -1743502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -1743517.375000 Penalty: 3390.685791
	Iteration 25Q: 3 clusters Score -1743517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -1743532.375000 Penalty: 3390.685791
	Iteration 26Q: 3 clusters Score -1743532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -1743546.375000 Penalty: 3390.685791
	Iteration 27Q: 3 clusters Score -1743546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -1743560.375000 Penalty: 3390.685791
	Iteration 28Q: 3 clusters Score -1743560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -1743574.000000 Penalty: 3390.685791
	Iteration 29Q: 3 clusters Score -1743574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -1743579.750000 Penalty: 3390.685791
	Iteration 30Q: 3 clusters Score -1743580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -1743584.250000 Penalty: 3390.685791
	Iteration 31Q: 3 clusters Score -1743584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -1743587.250000 Penalty: 3390.685791
	Iteration 32Q: 3 clusters Score -1743587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -1743588.375000 Penalty: 3390.685791
	Iteration 33Q: 3 clusters Score -1743588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -1743591.750000 Penalty: 3390.685791
	Iteration 34Q: 3 clusters Score -1743592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -1743591.000000 Penalty: 3390.685791
	Iteration 35Q: 3 clusters Score -1743591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -1743592.500000 Penalty: 3390.685791
	Iteration 36Q: 3 clusters Score -1743592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -1743594.625000 Penalty: 3390.685791
	Iteration 37Q: 3 clusters Score -1743595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -1743593.375000 Penalty: 3390.685791
	Iteration 38Q: 3 clusters Score -1743593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -1743593.250000 Penalty: 3390.685791
	Iteration 39Q: 3 clusters Score -1743593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -1743596.250000 Penalty: 3390.685791
	Iteration 40F: 3 clusters Score -1743596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Entering Unmasked Estep 
Score: -428701.437500 Penalty: 1471.395142
	Iteration 0F: 2 clusters Score -428701.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -422448.093750 Penalty: 2942.790283
	Iteration 0F: 3 clusters Score -422448.1 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -424377.156250 Penalty: 2942.790283
	Iteration 1F: 3 clusters Score -424377.2 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -424718.968750 Penalty: 2942.790283
	Iteration 2F: 3 clusters Score -424719 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -425156.875000 Penalty: 2942.790283
	Iteration 3F: 3 clusters Score -425156.9 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -425604.812500 Penalty: 2942.790283
	Iteration 4F: 3 clusters Score -425604.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -426083.625000 Penalty: 2942.790283
	Iteration 5F: 3 clusters Score -426083.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -426470.125000 Penalty: 2942.790283
	Iteration 6F: 3 clusters Score -426470.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -426791.968750 Penalty: 2942.790283
	Iteration 7F: 3 clusters Score -426792 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -427079.281250 Penalty: 2942.790283
	Iteration 8Q: 3 clusters Score -427079.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -427346.843750 Penalty: 2942.790283
	Iteration 9Q: 3 clusters Score -427346.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -427568.281250 Penalty: 2942.790283
	Iteration 10Q: 3 clusters Score -427568.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -427746.968750 Penalty: 2942.790283
	Iteration 11Q: 3 clusters Score -427747 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -427867.000000 Penalty: 2942.790283
	Iteration 12Q: 3 clusters Score -427867 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -427945.656250 Penalty: 2942.790283
	Iteration 13Q: 3 clusters Score -427945.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -427998.031250 Penalty: 2942.790283
	Iteration 14Q: 3 clusters Score -427998 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -428025.937500 Penalty: 2942.790283
	Iteration 15Q: 3 clusters Score -428025.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -428042.906250 Penalty: 2942.790283
	Iteration 16Q: 3 clusters Score -428042.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -428056.312500 Penalty: 2942.790283
	Iteration 17Q: 3 clusters Score -428056.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -428063.531250 Penalty: 2942.790283
	Iteration 18Q: 3 clusters Score -428063.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -428073.937500 Penalty: 2942.790283
	Iteration 19Q: 3 clusters Score -428073.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -428082.000000 Penalty: 2942.790283
	Iteration 20F: 3 clusters Score -428082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -428086.250000 Penalty: 2942.790283
	Iteration 21Q: 3 clusters Score -428086.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -428088.000000 Penalty: 2942.790283
	Iteration 22Q: 3 clusters Score -428088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -428090.718750 Penalty: 2942.790283
	Iteration 23Q: 3 clusters Score -428090.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -428090.656250 Penalty: 2942.790283
	Iteration 24Q: 3 clusters Score -428090.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -428093.437500 Penalty: 2942.790283
	Iteration 25Q: 3 clusters Score -428093.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -428095.343750 Penalty: 2942.790283
	Iteration 26Q: 3 clusters Score -428095.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -428095.562500 Penalty: 2942.790283
	Iteration 27Q: 3 clusters Score -428095.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -428095.843750 Penalty: 2942.790283
	Iteration 28Q: 3 clusters Score -428095.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -428096.375000 Penalty: 2942.790283
	Iteration 29Q: 3 clusters Score -428096.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -428096.593750 Penalty: 2942.790283
	Iteration 30Q: 3 clusters Score -428096.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -428096.593750 Penalty: 2942.790283
	Iteration 31F: 3 clusters Score -428096.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Entering Unmasked Estep 
Score: -358511.406250 Penalty: 1434.939453
	Iteration 0F: 2 clusters Score -358511.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -353295.781250 Penalty: 2869.878906
	Iteration 0F: 3 clusters Score -353295.8 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -354859.312500 Penalty: 2869.878906
	Iteration 1F: 3 clusters Score -354859.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -355073.125000 Penalty: 2869.878906
	Iteration 2F: 3 clusters Score -355073.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -355244.343750 Penalty: 2869.878906
	Iteration 3F: 3 clusters Score -355244.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -355374.687500 Penalty: 2869.878906
	Iteration 4Q: 3 clusters Score -355374.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -355514.625000 Penalty: 2869.878906
	Iteration 5Q: 3 clusters Score -355514.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -355657.843750 Penalty: 2869.878906
	Iteration 6Q: 3 clusters Score -355657.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -355792.062500 Penalty: 2869.878906
	Iteration 7Q: 3 clusters Score -355792.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -355919.218750 Penalty: 2869.878906
	Iteration 8Q: 3 clusters Score -355919.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -356024.187500 Penalty: 2869.878906
	Iteration 9Q: 3 clusters Score -356024.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -356095.062500 Penalty: 2869.878906
	Iteration 10Q: 3 clusters Score -356095.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -356142.843750 Penalty: 2869.878906
	Iteration 11Q: 3 clusters Score -356142.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -356182.406250 Penalty: 2869.878906
	Iteration 12Q: 3 clusters Score -356182.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -356222.531250 Penalty: 2869.878906
	Iteration 13Q: 3 clusters Score -356222.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -356251.093750 Penalty: 2869.878906
	Iteration 14Q: 3 clusters Score -356251.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -356274.312500 Penalty: 2869.878906
	Iteration 15Q: 3 clusters Score -356274.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -356298.187500 Penalty: 2869.878906
	Iteration 16Q: 3 clusters Score -356298.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -356316.812500 Penalty: 2869.878906
	Iteration 17Q: 3 clusters Score -356316.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -356331.562500 Penalty: 2869.878906
	Iteration 18Q: 3 clusters Score -356331.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -356346.593750 Penalty: 2869.878906
	Iteration 19Q: 3 clusters Score -356346.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -356361.750000 Penalty: 2869.878906
	Iteration 20F: 3 clusters Score -356361.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -356375.531250 Penalty: 2869.878906
	Iteration 21Q: 3 clusters Score -356375.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -356392.781250 Penalty: 2869.878906
	Iteration 22Q: 3 clusters Score -356392.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -356409.906250 Penalty: 2869.878906
	Iteration 23Q: 3 clusters Score -356409.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -356429.937500 Penalty: 2869.878906
	Iteration 24Q: 3 clusters Score -356429.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -356452.593750 Penalty: 2869.878906
	Iteration 25Q: 3 clusters Score -356452.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -356478.187500 Penalty: 2869.878906
	Iteration 26Q: 3 clusters Score -356478.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -356511.718750 Penalty: 2869.878906
	Iteration 27Q: 3 clusters Score -356511.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -356552.750000 Penalty: 2869.878906
	Iteration 28Q: 3 clusters Score -356552.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -356591.406250 Penalty: 2869.878906
	Iteration 29Q: 3 clusters Score -356591.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -356631.593750 Penalty: 2869.878906
	Iteration 30Q: 3 clusters Score -356631.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -356679.812500 Penalty: 2869.878906
	Iteration 31Q: 3 clusters Score -356679.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -356738.375000 Penalty: 2869.878906
	Iteration 32Q: 3 clusters Score -356738.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -356794.562500 Penalty: 2869.878906
	Iteration 33Q: 3 clusters Score -356794.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -356850.062500 Penalty: 2869.878906
	Iteration 34Q: 3 clusters Score -356850.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -356896.687500 Penalty: 2869.878906
	Iteration 35Q: 3 clusters Score -356896.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -356943.593750 Penalty: 2869.878906
	Iteration 36Q: 3 clusters Score -356943.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -356998.062500 Penalty: 2869.878906
	Iteration 37Q: 3 clusters Score -356998.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -357050.406250 Penalty: 2869.878906
	Iteration 38Q: 3 clusters Score -357050.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -357096.375000 Penalty: 2869.878906
	Iteration 39Q: 3 clusters Score -357096.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -357133.500000 Penalty: 2869.878906
	Iteration 40F: 3 clusters Score -357133.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -357159.406250 Penalty: 2869.878906
	Iteration 41Q: 3 clusters Score -357159.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -357186.125000 Penalty: 2869.878906
	Iteration 42Q: 3 clusters Score -357186.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -357211.375000 Penalty: 2869.878906
	Iteration 43Q: 3 clusters Score -357211.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -357235.718750 Penalty: 2869.878906
	Iteration 44Q: 3 clusters Score -357235.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -357256.906250 Penalty: 2869.878906
	Iteration 45Q: 3 clusters Score -357256.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -357269.312500 Penalty: 2869.878906
	Iteration 46Q: 3 clusters Score -357269.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -357278.000000 Penalty: 2869.878906
	Iteration 47Q: 3 clusters Score -357278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -357286.656250 Penalty: 2869.878906
	Iteration 48Q: 3 clusters Score -357286.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -357291.531250 Penalty: 2869.878906
	Iteration 49Q: 3 clusters Score -357291.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -357293.593750 Penalty: 2869.878906
	Iteration 50Q: 3 clusters Score -357293.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -357297.875000 Penalty: 2869.878906
	Iteration 51Q: 3 clusters Score -357297.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -357303.718750 Penalty: 2869.878906
	Iteration 52Q: 3 clusters Score -357303.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -357304.718750 Penalty: 2869.878906
	Iteration 53Q: 3 clusters Score -357304.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -357307.656250 Penalty: 2869.878906
	Iteration 54Q: 3 clusters Score -357307.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -357310.781250 Penalty: 2869.878906
	Iteration 55Q: 3 clusters Score -357310.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -357313.750000 Penalty: 2869.878906
	Iteration 56Q: 3 clusters Score -357313.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -357317.687500 Penalty: 2869.878906
	Iteration 57Q: 3 clusters Score -357317.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -357322.875000 Penalty: 2869.878906
	Iteration 58Q: 3 clusters Score -357322.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -357333.062500 Penalty: 2869.878906
	Iteration 59Q: 3 clusters Score -357333.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -357335.500000 Penalty: 2869.878906
	Iteration 60F: 3 clusters Score -357335.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -357336.781250 Penalty: 2869.878906
	Iteration 61Q: 3 clusters Score -357336.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -357336.781250 Penalty: 2869.878906
	Iteration 62F: 3 clusters Score -357336.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Entering Unmasked Estep 
Score: -43891.656250 Penalty: 1119.227295
	Iteration 0F: 2 clusters Score -43891.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -42441.281250 Penalty: 2238.454590
	Iteration 0F: 3 clusters Score -42441.28 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -42674.902344 Penalty: 2238.454590
	Iteration 1F: 3 clusters Score -42674.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -42742.464844 Penalty: 2238.454590
	Iteration 2F: 3 clusters Score -42742.46 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -42782.136719 Penalty: 2238.454590
	Iteration 3Q: 3 clusters Score -42782.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -42806.003906 Penalty: 2238.454590
	Iteration 4Q: 3 clusters Score -42806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -42832.269531 Penalty: 2238.454590
	Iteration 5Q: 3 clusters Score -42832.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -42859.527344 Penalty: 2238.454590
	Iteration 6Q: 3 clusters Score -42859.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -42882.351562 Penalty: 2238.454590
	Iteration 7Q: 3 clusters Score -42882.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -42914.414062 Penalty: 2238.454590
	Iteration 8Q: 3 clusters Score -42914.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -42942.640625 Penalty: 2238.454590
	Iteration 9Q: 3 clusters Score -42942.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -42966.097656 Penalty: 2238.454590
	Iteration 10Q: 3 clusters Score -42966.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -42984.050781 Penalty: 2238.454590
	Iteration 11Q: 3 clusters Score -42984.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -43002.179688 Penalty: 2238.454590
	Iteration 12Q: 3 clusters Score -43002.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -43030.984375 Penalty: 2238.454590
	Iteration 13Q: 3 clusters Score -43030.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -43049.285156 Penalty: 2238.454590
	Iteration 14Q: 3 clusters Score -43049.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -43059.179688 Penalty: 2238.454590
	Iteration 15Q: 3 clusters Score -43059.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -43068.234375 Penalty: 2238.454590
	Iteration 16Q: 3 clusters Score -43068.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -43077.730469 Penalty: 2238.454590
	Iteration 17Q: 3 clusters Score -43077.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -43084.050781 Penalty: 2238.454590
	Iteration 18Q: 3 clusters Score -43084.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -43086.988281 Penalty: 2238.454590
	Iteration 19Q: 3 clusters Score -43086.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -43089.156250 Penalty: 2238.454590
	Iteration 20F: 3 clusters Score -43089.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -43090.894531 Penalty: 2238.454590
	Iteration 21Q: 3 clusters Score -43090.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -43094.617188 Penalty: 2238.454590
	Iteration 22Q: 3 clusters Score -43094.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -43098.687500 Penalty: 2238.454590
	Iteration 23Q: 3 clusters Score -43098.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -43100.468750 Penalty: 2238.454590
	Iteration 24Q: 3 clusters Score -43100.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -43104.929688 Penalty: 2238.454590
	Iteration 25Q: 3 clusters Score -43104.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -43107.988281 Penalty: 2238.454590
	Iteration 26Q: 3 clusters Score -43107.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -43112.253906 Penalty: 2238.454590
	Iteration 27Q: 3 clusters Score -43112.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -43115.597656 Penalty: 2238.454590
	Iteration 28Q: 3 clusters Score -43115.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -43118.484375 Penalty: 2238.454590
	Iteration 29Q: 3 clusters Score -43118.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -43118.953125 Penalty: 2238.454590
	Iteration 30Q: 3 clusters Score -43118.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -43118.953125 Penalty: 2238.454590
	Iteration 31F: 3 clusters Score -43118.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Entering Unmasked Estep 
Score: -213486.015625 Penalty: 1363.381714
	Iteration 0F: 2 clusters Score -213486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -209850.953125 Penalty: 2726.763428
	Iteration 0F: 3 clusters Score -209851 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -210796.703125 Penalty: 2726.763428
	Iteration 1F: 3 clusters Score -210796.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -210997.140625 Penalty: 2726.763428
	Iteration 2F: 3 clusters Score -210997.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -211102.562500 Penalty: 2726.763428
	Iteration 3F: 3 clusters Score -211102.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -211188.406250 Penalty: 2726.763428
	Iteration 4Q: 3 clusters Score -211188.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -211261.421875 Penalty: 2726.763428
	Iteration 5Q: 3 clusters Score -211261.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -211324.562500 Penalty: 2726.763428
	Iteration 6Q: 3 clusters Score -211324.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -211390.750000 Penalty: 2726.763428
	Iteration 7Q: 3 clusters Score -211390.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -211476.343750 Penalty: 2726.763428
	Iteration 8Q: 3 clusters Score -211476.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -211581.921875 Penalty: 2726.763428
	Iteration 9Q: 3 clusters Score -211581.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -211734.796875 Penalty: 2726.763428
	Iteration 10Q: 3 clusters Score -211734.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -211955.265625 Penalty: 2726.763428
	Iteration 11Q: 3 clusters Score -211955.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -212159.406250 Penalty: 2726.763428
	Iteration 12Q: 3 clusters Score -212159.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -212354.953125 Penalty: 2726.763428
	Iteration 13Q: 3 clusters Score -212355 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -212475.875000 Penalty: 2726.763428
	Iteration 14Q: 3 clusters Score -212475.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -212598.265625 Penalty: 2726.763428
	Iteration 15Q: 3 clusters Score -212598.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -212699.078125 Penalty: 2726.763428
	Iteration 16Q: 3 clusters Score -212699.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -212782.218750 Penalty: 2726.763428
	Iteration 17Q: 3 clusters Score -212782.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -212835.171875 Penalty: 2726.763428
	Iteration 18Q: 3 clusters Score -212835.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -212870.437500 Penalty: 2726.763428
	Iteration 19Q: 3 clusters Score -212870.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -212901.781250 Penalty: 2726.763428
	Iteration 20F: 3 clusters Score -212901.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -212931.015625 Penalty: 2726.763428
	Iteration 21Q: 3 clusters Score -212931 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -212946.968750 Penalty: 2726.763428
	Iteration 22Q: 3 clusters Score -212947 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -212958.703125 Penalty: 2726.763428
	Iteration 23Q: 3 clusters Score -212958.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -212972.046875 Penalty: 2726.763428
	Iteration 24Q: 3 clusters Score -212972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -212986.234375 Penalty: 2726.763428
	Iteration 25Q: 3 clusters Score -212986.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -212999.453125 Penalty: 2726.763428
	Iteration 26Q: 3 clusters Score -212999.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -213010.437500 Penalty: 2726.763428
	Iteration 27Q: 3 clusters Score -213010.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -213017.312500 Penalty: 2726.763428
	Iteration 28Q: 3 clusters Score -213017.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -213023.656250 Penalty: 2726.763428
	Iteration 29Q: 3 clusters Score -213023.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -213028.625000 Penalty: 2726.763428
	Iteration 30Q: 3 clusters Score -213028.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -213032.343750 Penalty: 2726.763428
	Iteration 31Q: 3 clusters Score -213032.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -213035.937500 Penalty: 2726.763428
	Iteration 32Q: 3 clusters Score -213035.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -213037.171875 Penalty: 2726.763428
	Iteration 33Q: 3 clusters Score -213037.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -213037.906250 Penalty: 2726.763428
	Iteration 34Q: 3 clusters Score -213037.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -213039.906250 Penalty: 2726.763428
	Iteration 35Q: 3 clusters Score -213039.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -213042.218750 Penalty: 2726.763428
	Iteration 36Q: 3 clusters Score -213042.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -213043.156250 Penalty: 2726.763428
	Iteration 37Q: 3 clusters Score -213043.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -213044.156250 Penalty: 2726.763428
	Iteration 38Q: 3 clusters Score -213044.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -213046.187500 Penalty: 2726.763428
	Iteration 39Q: 3 clusters Score -213046.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -213047.812500 Penalty: 2726.763428
	Iteration 40F: 3 clusters Score -213047.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -213048.703125 Penalty: 2726.763428
	Iteration 41Q: 3 clusters Score -213048.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -213049.578125 Penalty: 2726.763428
	Iteration 42Q: 3 clusters Score -213049.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -213049.578125 Penalty: 2726.763428
	Iteration 43F: 3 clusters Score -213049.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Entering Unmasked Estep 
Score: -499816.718750 Penalty: 1481.800659
	Iteration 0F: 2 clusters Score -499816.7 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 4508 members 
Entering Unmasked Estep 
Score: -493121.437500 Penalty: 2963.601318
	Iteration 0F: 3 clusters Score -493121.4 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -495166.843750 Penalty: 2963.601318
	Iteration 1F: 3 clusters Score -495166.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -495433.218750 Penalty: 2963.601318
	Iteration 2F: 3 clusters Score -495433.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -495634.781250 Penalty: 2963.601318
	Iteration 3F: 3 clusters Score -495634.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -495830.843750 Penalty: 2963.601318
	Iteration 4Q: 3 clusters Score -495830.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -496037.312500 Penalty: 2963.601318
	Iteration 5Q: 3 clusters Score -496037.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -496302.781250 Penalty: 2963.601318
	Iteration 6F: 3 clusters Score -496302.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -496605.906250 Penalty: 2963.601318
	Iteration 7F: 3 clusters Score -496605.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -496947.031250 Penalty: 2963.601318
	Iteration 8F: 3 clusters Score -496947 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -497263.968750 Penalty: 2963.601318
	Iteration 9Q: 3 clusters Score -497264 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -497559.843750 Penalty: 2963.601318
	Iteration 10Q: 3 clusters Score -497559.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -497833.968750 Penalty: 2963.601318
	Iteration 11Q: 3 clusters Score -497834 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -498046.687500 Penalty: 2963.601318
	Iteration 12Q: 3 clusters Score -498046.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -498196.031250 Penalty: 2963.601318
	Iteration 13Q: 3 clusters Score -498196 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -498298.875000 Penalty: 2963.601318
	Iteration 14Q: 3 clusters Score -498298.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -498355.562500 Penalty: 2963.601318
	Iteration 15Q: 3 clusters Score -498355.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -498394.875000 Penalty: 2963.601318
	Iteration 16Q: 3 clusters Score -498394.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -498425.375000 Penalty: 2963.601318
	Iteration 17Q: 3 clusters Score -498425.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -498448.250000 Penalty: 2963.601318
	Iteration 18Q: 3 clusters Score -498448.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -498457.468750 Penalty: 2963.601318
	Iteration 19Q: 3 clusters Score -498457.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -498467.218750 Penalty: 2963.601318
	Iteration 20F: 3 clusters Score -498467.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -498471.250000 Penalty: 2963.601318
	Iteration 21Q: 3 clusters Score -498471.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -498479.218750 Penalty: 2963.601318
	Iteration 22Q: 3 clusters Score -498479.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -498482.968750 Penalty: 2963.601318
	Iteration 23Q: 3 clusters Score -498483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -498487.187500 Penalty: 2963.601318
	Iteration 24Q: 3 clusters Score -498487.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -498489.750000 Penalty: 2963.601318
	Iteration 25Q: 3 clusters Score -498489.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -498494.718750 Penalty: 2963.601318
	Iteration 26Q: 3 clusters Score -498494.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -498496.281250 Penalty: 2963.601318
	Iteration 27Q: 3 clusters Score -498496.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -498499.281250 Penalty: 2963.601318
	Iteration 28Q: 3 clusters Score -498499.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -498499.218750 Penalty: 2963.601318
	Iteration 29Q: 3 clusters Score -498499.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -498501.062500 Penalty: 2963.601318
	Iteration 30Q: 3 clusters Score -498501.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -498501.062500 Penalty: 2963.601318
	Iteration 31F: 3 clusters Score -498501.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Entering Unmasked Estep 
Score: -2382029.250000 Penalty: 1736.251221
	Iteration 0F: 2 clusters Score -2382029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -2352657.000000 Penalty: 3472.502441
	Iteration 0F: 3 clusters Score -2352657 nChanged 20357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -2364300.500000 Penalty: 3472.502441
	Iteration 1F: 3 clusters Score -2364300 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -2364747.000000 Penalty: 3472.502441
	Iteration 2Q: 3 clusters Score -2364747 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -2365189.000000 Penalty: 3472.502441
	Iteration 3Q: 3 clusters Score -2365189 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -2365792.500000 Penalty: 3472.502441
	Iteration 4Q: 3 clusters Score -2365792 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -2366772.250000 Penalty: 3472.502441
	Iteration 5Q: 3 clusters Score -2366772 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -2368342.750000 Penalty: 3472.502441
	Iteration 6F: 3 clusters Score -2368343 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -2370723.250000 Penalty: 3472.502441
	Iteration 7F: 3 clusters Score -2370723 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -2373687.500000 Penalty: 3472.502441
	Iteration 8F: 3 clusters Score -2373688 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -2376538.500000 Penalty: 3472.502441
	Iteration 9F: 3 clusters Score -2376538 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -2378536.250000 Penalty: 3472.502441
	Iteration 10Q: 3 clusters Score -2378536 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -2379561.750000 Penalty: 3472.502441
	Iteration 11Q: 3 clusters Score -2379562 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -2380043.000000 Penalty: 3472.502441
	Iteration 12Q: 3 clusters Score -2380043 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -2380274.250000 Penalty: 3472.502441
	Iteration 13Q: 3 clusters Score -2380274 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -2380405.250000 Penalty: 3472.502441
	Iteration 14Q: 3 clusters Score -2380405 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -2380474.000000 Penalty: 3472.502441
	Iteration 15Q: 3 clusters Score -2380474 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -2380520.500000 Penalty: 3472.502441
	Iteration 16Q: 3 clusters Score -2380520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -2380540.250000 Penalty: 3472.502441
	Iteration 17Q: 3 clusters Score -2380540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -2380552.000000 Penalty: 3472.502441
	Iteration 18Q: 3 clusters Score -2380552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -2380558.500000 Penalty: 3472.502441
	Iteration 19Q: 3 clusters Score -2380558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -2380559.250000 Penalty: 3472.502441
	Iteration 20F: 3 clusters Score -2380559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -2380560.500000 Penalty: 3472.502441
	Iteration 21Q: 3 clusters Score -2380560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -2380561.500000 Penalty: 3472.502441
	Iteration 22Q: 3 clusters Score -2380562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -2380562.500000 Penalty: 3472.502441
	Iteration 23Q: 3 clusters Score -2380562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -2380563.500000 Penalty: 3472.502441
	Iteration 24Q: 3 clusters Score -2380564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -2380565.250000 Penalty: 3472.502441
	Iteration 25Q: 3 clusters Score -2380565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -2380566.000000 Penalty: 3472.502441
	Iteration 26Q: 3 clusters Score -2380566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -2380566.750000 Penalty: 3472.502441
	Iteration 27Q: 3 clusters Score -2380567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -2380567.250000 Penalty: 3472.502441
	Iteration 28Q: 3 clusters Score -2380567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -2380567.250000 Penalty: 3472.502441
	Iteration 29Q: 3 clusters Score -2380567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -2380567.750000 Penalty: 3472.502441
	Iteration 30Q: 3 clusters Score -2380568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -2380568.500000 Penalty: 3472.502441
	Iteration 31Q: 3 clusters Score -2380568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -2380568.500000 Penalty: 3472.502441
	Iteration 32F: 3 clusters Score -2380568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (15182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Entering Unmasked Estep 
Score: -725228.437500 Penalty: 1564.528198
	Iteration 0F: 2 clusters Score -725228.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -714764.562500 Penalty: 3129.056396
	Iteration 0F: 3 clusters Score -714764.6 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -718523.750000 Penalty: 3129.056396
	Iteration 1F: 3 clusters Score -718523.8 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -719073.250000 Penalty: 3129.056396
	Iteration 2F: 3 clusters Score -719073.2 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -719767.750000 Penalty: 3129.056396
	Iteration 3F: 3 clusters Score -719767.8 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -720790.812500 Penalty: 3129.056396
	Iteration 4F: 3 clusters Score -720790.8 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -721952.375000 Penalty: 3129.056396
	Iteration 5F: 3 clusters Score -721952.4 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -722899.375000 Penalty: 3129.056396
	Iteration 6F: 3 clusters Score -722899.4 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -723412.562500 Penalty: 3129.056396
	Iteration 7Q: 3 clusters Score -723412.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -723670.750000 Penalty: 3129.056396
	Iteration 8Q: 3 clusters Score -723670.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -723822.625000 Penalty: 3129.056396
	Iteration 9Q: 3 clusters Score -723822.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -723919.500000 Penalty: 3129.056396
	Iteration 10Q: 3 clusters Score -723919.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -723993.187500 Penalty: 3129.056396
	Iteration 11Q: 3 clusters Score -723993.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -724052.750000 Penalty: 3129.056396
	Iteration 12Q: 3 clusters Score -724052.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -724092.375000 Penalty: 3129.056396
	Iteration 13Q: 3 clusters Score -724092.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -724130.875000 Penalty: 3129.056396
	Iteration 14Q: 3 clusters Score -724130.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -724158.125000 Penalty: 3129.056396
	Iteration 15Q: 3 clusters Score -724158.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -724178.125000 Penalty: 3129.056396
	Iteration 16Q: 3 clusters Score -724178.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -724189.375000 Penalty: 3129.056396
	Iteration 17Q: 3 clusters Score -724189.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -724199.437500 Penalty: 3129.056396
	Iteration 18Q: 3 clusters Score -724199.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -724203.875000 Penalty: 3129.056396
	Iteration 19Q: 3 clusters Score -724203.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -724209.625000 Penalty: 3129.056396
	Iteration 20F: 3 clusters Score -724209.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -724212.625000 Penalty: 3129.056396
	Iteration 21Q: 3 clusters Score -724212.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -724215.687500 Penalty: 3129.056396
	Iteration 22Q: 3 clusters Score -724215.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -724217.500000 Penalty: 3129.056396
	Iteration 23Q: 3 clusters Score -724217.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -724218.062500 Penalty: 3129.056396
	Iteration 24Q: 3 clusters Score -724218.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -724217.375000 Penalty: 3129.056396
	Iteration 25Q: 3 clusters Score -724217.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -724217.375000 Penalty: 3129.056396
	Iteration 26F: 3 clusters Score -724217.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Entering Unmasked Estep 
Score: -137974.625000 Penalty: 1296.196777
	Iteration 0F: 2 clusters Score -137974.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -135340.250000 Penalty: 2592.393555
	Iteration 0F: 3 clusters Score -135340.2 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -136132.218750 Penalty: 2592.393555
	Iteration 1F: 3 clusters Score -136132.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -136363.281250 Penalty: 2592.393555
	Iteration 2F: 3 clusters Score -136363.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -136509.046875 Penalty: 2592.393555
	Iteration 3F: 3 clusters Score -136509 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -136679.375000 Penalty: 2592.393555
	Iteration 4F: 3 clusters Score -136679.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -136896.046875 Penalty: 2592.393555
	Iteration 5F: 3 clusters Score -136896 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -137114.890625 Penalty: 2592.393555
	Iteration 6F: 3 clusters Score -137114.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -137314.593750 Penalty: 2592.393555
	Iteration 7F: 3 clusters Score -137314.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -137481.390625 Penalty: 2592.393555
	Iteration 8Q: 3 clusters Score -137481.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -137579.171875 Penalty: 2592.393555
	Iteration 9Q: 3 clusters Score -137579.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -137637.296875 Penalty: 2592.393555
	Iteration 10Q: 3 clusters Score -137637.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -137676.078125 Penalty: 2592.393555
	Iteration 11Q: 3 clusters Score -137676.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -137694.656250 Penalty: 2592.393555
	Iteration 12Q: 3 clusters Score -137694.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -137706.578125 Penalty: 2592.393555
	Iteration 13Q: 3 clusters Score -137706.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -137722.171875 Penalty: 2592.393555
	Iteration 14Q: 3 clusters Score -137722.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -137738.375000 Penalty: 2592.393555
	Iteration 15Q: 3 clusters Score -137738.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -137747.828125 Penalty: 2592.393555
	Iteration 16Q: 3 clusters Score -137747.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -137751.140625 Penalty: 2592.393555
	Iteration 17Q: 3 clusters Score -137751.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -137752.140625 Penalty: 2592.393555
	Iteration 18Q: 3 clusters Score -137752.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -137752.531250 Penalty: 2592.393555
	Iteration 19Q: 3 clusters Score -137752.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -137752.687500 Penalty: 2592.393555
	Iteration 20F: 3 clusters Score -137752.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Entering Unmasked Estep 
Score: -55511.324219 Penalty: 1158.640991
	Iteration 0F: 2 clusters Score -55511.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -53959.730469 Penalty: 2317.281982
	Iteration 0F: 3 clusters Score -53959.73 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -54283.703125 Penalty: 2317.281982
	Iteration 1F: 3 clusters Score -54283.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -54419.667969 Penalty: 2317.281982
	Iteration 2F: 3 clusters Score -54419.67 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -54578.226562 Penalty: 2317.281982
	Iteration 3F: 3 clusters Score -54578.23 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -54765.492188 Penalty: 2317.281982
	Iteration 4F: 3 clusters Score -54765.49 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -54932.347656 Penalty: 2317.281982
	Iteration 5F: 3 clusters Score -54932.35 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -55060.464844 Penalty: 2317.281982
	Iteration 6F: 3 clusters Score -55060.46 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -55149.851562 Penalty: 2317.281982
	Iteration 7Q: 3 clusters Score -55149.85 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -55250.199219 Penalty: 2317.281982
	Iteration 8Q: 3 clusters Score -55250.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -55313.121094 Penalty: 2317.281982
	Iteration 9Q: 3 clusters Score -55313.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -55364.195312 Penalty: 2317.281982
	Iteration 10Q: 3 clusters Score -55364.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -55393.847656 Penalty: 2317.281982
	Iteration 11Q: 3 clusters Score -55393.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -55408.171875 Penalty: 2317.281982
	Iteration 12Q: 3 clusters Score -55408.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -55430.457031 Penalty: 2317.281982
	Iteration 13Q: 3 clusters Score -55430.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -55448.113281 Penalty: 2317.281982
	Iteration 14Q: 3 clusters Score -55448.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -55461.285156 Penalty: 2317.281982
	Iteration 15Q: 3 clusters Score -55461.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -55470.820312 Penalty: 2317.281982
	Iteration 16Q: 3 clusters Score -55470.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -55471.613281 Penalty: 2317.281982
	Iteration 17Q: 3 clusters Score -55471.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -55471.613281 Penalty: 2317.281982
	Iteration 18F: 3 clusters Score -55471.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Entering Unmasked Estep 
Score: -464424.406250 Penalty: 1495.979980
	Iteration 0F: 2 clusters Score -464424.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -457321.312500 Penalty: 2991.959961
	Iteration 0F: 3 clusters Score -457321.3 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -459579.968750 Penalty: 2991.959961
	Iteration 1F: 3 clusters Score -459580 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -459828.250000 Penalty: 2991.959961
	Iteration 2F: 3 clusters Score -459828.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -460100.875000 Penalty: 2991.959961
	Iteration 3F: 3 clusters Score -460100.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -460330.312500 Penalty: 2991.959961
	Iteration 4Q: 3 clusters Score -460330.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -460550.812500 Penalty: 2991.959961
	Iteration 5Q: 3 clusters Score -460550.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -460787.656250 Penalty: 2991.959961
	Iteration 6Q: 3 clusters Score -460787.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -461067.500000 Penalty: 2991.959961
	Iteration 7Q: 3 clusters Score -461067.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -461373.281250 Penalty: 2991.959961
	Iteration 8Q: 3 clusters Score -461373.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -461674.781250 Penalty: 2991.959961
	Iteration 9Q: 3 clusters Score -461674.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -462000.593750 Penalty: 2991.959961
	Iteration 10Q: 3 clusters Score -462000.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -462317.718750 Penalty: 2991.959961
	Iteration 11Q: 3 clusters Score -462317.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -462587.968750 Penalty: 2991.959961
	Iteration 12Q: 3 clusters Score -462588 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -462802.625000 Penalty: 2991.959961
	Iteration 13Q: 3 clusters Score -462802.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -462928.000000 Penalty: 2991.959961
	Iteration 14Q: 3 clusters Score -462928 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -463013.125000 Penalty: 2991.959961
	Iteration 15Q: 3 clusters Score -463013.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -463060.343750 Penalty: 2991.959961
	Iteration 16Q: 3 clusters Score -463060.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -463095.156250 Penalty: 2991.959961
	Iteration 17Q: 3 clusters Score -463095.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -463123.187500 Penalty: 2991.959961
	Iteration 18Q: 3 clusters Score -463123.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -463142.125000 Penalty: 2991.959961
	Iteration 19Q: 3 clusters Score -463142.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -463158.968750 Penalty: 2991.959961
	Iteration 20F: 3 clusters Score -463159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -463172.843750 Penalty: 2991.959961
	Iteration 21Q: 3 clusters Score -463172.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -463181.843750 Penalty: 2991.959961
	Iteration 22Q: 3 clusters Score -463181.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -463189.125000 Penalty: 2991.959961
	Iteration 23Q: 3 clusters Score -463189.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -463195.500000 Penalty: 2991.959961
	Iteration 24Q: 3 clusters Score -463195.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -463196.625000 Penalty: 2991.959961
	Iteration 25Q: 3 clusters Score -463196.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -463197.343750 Penalty: 2991.959961
	Iteration 26Q: 3 clusters Score -463197.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -463198.531250 Penalty: 2991.959961
	Iteration 27Q: 3 clusters Score -463198.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -463201.906250 Penalty: 2991.959961
	Iteration 28Q: 3 clusters Score -463201.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -463201.906250 Penalty: 2991.959961
	Iteration 29F: 3 clusters Score -463201.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Entering Unmasked Estep 
Score: -108082.859375 Penalty: 1295.301392
	Iteration 0F: 2 clusters Score -108082.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -105523.570312 Penalty: 2590.602783
	Iteration 0F: 3 clusters Score -105523.6 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -106398.007812 Penalty: 2590.602783
	Iteration 1F: 3 clusters Score -106398 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -106662.531250 Penalty: 2590.602783
	Iteration 2F: 3 clusters Score -106662.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -106806.179688 Penalty: 2590.602783
	Iteration 3F: 3 clusters Score -106806.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -106963.187500 Penalty: 2590.602783
	Iteration 4F: 3 clusters Score -106963.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -107117.882812 Penalty: 2590.602783
	Iteration 5F: 3 clusters Score -107117.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -107240.078125 Penalty: 2590.602783
	Iteration 6Q: 3 clusters Score -107240.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -107317.664062 Penalty: 2590.602783
	Iteration 7Q: 3 clusters Score -107317.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -107382.664062 Penalty: 2590.602783
	Iteration 8Q: 3 clusters Score -107382.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -107430.914062 Penalty: 2590.602783
	Iteration 9Q: 3 clusters Score -107430.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -107453.562500 Penalty: 2590.602783
	Iteration 10Q: 3 clusters Score -107453.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -107467.601562 Penalty: 2590.602783
	Iteration 11Q: 3 clusters Score -107467.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -107486.078125 Penalty: 2590.602783
	Iteration 12Q: 3 clusters Score -107486.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -107495.406250 Penalty: 2590.602783
	Iteration 13Q: 3 clusters Score -107495.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -107505.742188 Penalty: 2590.602783
	Iteration 14Q: 3 clusters Score -107505.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -107510.179688 Penalty: 2590.602783
	Iteration 15Q: 3 clusters Score -107510.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -107513.890625 Penalty: 2590.602783
	Iteration 16Q: 3 clusters Score -107513.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -107518.234375 Penalty: 2590.602783
	Iteration 17Q: 3 clusters Score -107518.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -107525.523438 Penalty: 2590.602783
	Iteration 18Q: 3 clusters Score -107525.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -107527.507812 Penalty: 2590.602783
	Iteration 19Q: 3 clusters Score -107527.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -107528.890625 Penalty: 2590.602783
	Iteration 20F: 3 clusters Score -107528.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -107530.117188 Penalty: 2590.602783
	Iteration 21Q: 3 clusters Score -107530.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -107530.562500 Penalty: 2590.602783
	Iteration 22Q: 3 clusters Score -107530.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -107530.562500 Penalty: 2590.602783
	Iteration 23F: 3 clusters Score -107530.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Entering Unmasked Estep 
Score: -393861.593750 Penalty: 1462.938843
	Iteration 0F: 2 clusters Score -393861.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -387884.187500 Penalty: 2925.877686
	Iteration 0F: 3 clusters Score -387884.2 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -390005.937500 Penalty: 2925.877686
	Iteration 1F: 3 clusters Score -390005.9 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -390428.250000 Penalty: 2925.877686
	Iteration 2F: 3 clusters Score -390428.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -390784.750000 Penalty: 2925.877686
	Iteration 3F: 3 clusters Score -390784.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -391148.375000 Penalty: 2925.877686
	Iteration 4F: 3 clusters Score -391148.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -391505.187500 Penalty: 2925.877686
	Iteration 5F: 3 clusters Score -391505.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -391893.718750 Penalty: 2925.877686
	Iteration 6F: 3 clusters Score -391893.7 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -392312.593750 Penalty: 2925.877686
	Iteration 7F: 3 clusters Score -392312.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -392725.156250 Penalty: 2925.877686
	Iteration 8F: 3 clusters Score -392725.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -393132.000000 Penalty: 2925.877686
	Iteration 9Q: 3 clusters Score -393132 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -393411.500000 Penalty: 2925.877686
	Iteration 10Q: 3 clusters Score -393411.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -393521.781250 Penalty: 2925.877686
	Iteration 11Q: 3 clusters Score -393521.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -393570.781250 Penalty: 2925.877686
	Iteration 12Q: 3 clusters Score -393570.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -393594.562500 Penalty: 2925.877686
	Iteration 13Q: 3 clusters Score -393594.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -393616.718750 Penalty: 2925.877686
	Iteration 14Q: 3 clusters Score -393616.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -393633.656250 Penalty: 2925.877686
	Iteration 15Q: 3 clusters Score -393633.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -393644.312500 Penalty: 2925.877686
	Iteration 16Q: 3 clusters Score -393644.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -393647.562500 Penalty: 2925.877686
	Iteration 17Q: 3 clusters Score -393647.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -393649.312500 Penalty: 2925.877686
	Iteration 18Q: 3 clusters Score -393649.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -393650.187500 Penalty: 2925.877686
	Iteration 19Q: 3 clusters Score -393650.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -393651.437500 Penalty: 2925.877686
	Iteration 20F: 3 clusters Score -393651.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -393652.843750 Penalty: 2925.877686
	Iteration 21Q: 3 clusters Score -393652.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -393652.843750 Penalty: 2925.877686
	Iteration 22Q: 3 clusters Score -393652.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -393653.687500 Penalty: 2925.877686
	Iteration 23Q: 3 clusters Score -393653.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -393656.343750 Penalty: 2925.877686
	Iteration 24Q: 3 clusters Score -393656.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -393655.687500 Penalty: 2925.877686
	Iteration 25Q: 3 clusters Score -393655.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -393655.750000 Penalty: 2925.877686
	Iteration 26Q: 3 clusters Score -393655.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -393655.750000 Penalty: 2925.877686
	Iteration 27F: 3 clusters Score -393655.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Entering Unmasked Estep 
Score: -95062.023438 Penalty: 1234.739868
	Iteration 0F: 2 clusters Score -95062.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -92998.945312 Penalty: 2469.479736
	Iteration 0F: 3 clusters Score -92998.95 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -93504.367188 Penalty: 2469.479736
	Iteration 1F: 3 clusters Score -93504.37 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -93729.250000 Penalty: 2469.479736
	Iteration 2F: 3 clusters Score -93729.25 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -93903.007812 Penalty: 2469.479736
	Iteration 3F: 3 clusters Score -93903.01 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -94080.609375 Penalty: 2469.479736
	Iteration 4F: 3 clusters Score -94080.61 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -94202.242188 Penalty: 2469.479736
	Iteration 5Q: 3 clusters Score -94202.24 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -94302.164062 Penalty: 2469.479736
	Iteration 6Q: 3 clusters Score -94302.16 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -94354.398438 Penalty: 2469.479736
	Iteration 7Q: 3 clusters Score -94354.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -94383.148438 Penalty: 2469.479736
	Iteration 8Q: 3 clusters Score -94383.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -94403.953125 Penalty: 2469.479736
	Iteration 9Q: 3 clusters Score -94403.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -94414.359375 Penalty: 2469.479736
	Iteration 10Q: 3 clusters Score -94414.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -94418.085938 Penalty: 2469.479736
	Iteration 11Q: 3 clusters Score -94418.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -94420.046875 Penalty: 2469.479736
	Iteration 12Q: 3 clusters Score -94420.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -94422.453125 Penalty: 2469.479736
	Iteration 13Q: 3 clusters Score -94422.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -94423.312500 Penalty: 2469.479736
	Iteration 14Q: 3 clusters Score -94423.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -94423.312500 Penalty: 2469.479736
	Iteration 15F: 3 clusters Score -94423.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (42572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Entering Unmasked Estep 
Score: -2342165.000000 Penalty: 1732.079712
	Iteration 0F: 2 clusters Score -2342165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -2313614.500000 Penalty: 3464.159424
	Iteration 0F: 3 clusters Score -2313614 nChanged 19851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -2324946.750000 Penalty: 3464.159424
	Iteration 1F: 3 clusters Score -2324947 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -2325567.750000 Penalty: 3464.159424
	Iteration 2Q: 3 clusters Score -2325568 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -2326386.250000 Penalty: 3464.159424
	Iteration 3Q: 3 clusters Score -2326386 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -2327512.000000 Penalty: 3464.159424
	Iteration 4F: 3 clusters Score -2327512 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -2329064.000000 Penalty: 3464.159424
	Iteration 5F: 3 clusters Score -2329064 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -2331201.250000 Penalty: 3464.159424
	Iteration 6F: 3 clusters Score -2331201 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -2333722.000000 Penalty: 3464.159424
	Iteration 7F: 3 clusters Score -2333722 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -2336000.250000 Penalty: 3464.159424
	Iteration 8F: 3 clusters Score -2336000 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -2337627.250000 Penalty: 3464.159424
	Iteration 9Q: 3 clusters Score -2337627 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -2338659.500000 Penalty: 3464.159424
	Iteration 10Q: 3 clusters Score -2338660 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -2339318.250000 Penalty: 3464.159424
	Iteration 11Q: 3 clusters Score -2339318 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -2339720.250000 Penalty: 3464.159424
	Iteration 12Q: 3 clusters Score -2339720 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -2339988.250000 Penalty: 3464.159424
	Iteration 13Q: 3 clusters Score -2339988 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -2340199.250000 Penalty: 3464.159424
	Iteration 14Q: 3 clusters Score -2340199 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -2340353.750000 Penalty: 3464.159424
	Iteration 15Q: 3 clusters Score -2340354 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -2340482.500000 Penalty: 3464.159424
	Iteration 16Q: 3 clusters Score -2340482 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -2340576.750000 Penalty: 3464.159424
	Iteration 17Q: 3 clusters Score -2340577 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -2340635.500000 Penalty: 3464.159424
	Iteration 18Q: 3 clusters Score -2340636 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -2340670.500000 Penalty: 3464.159424
	Iteration 19Q: 3 clusters Score -2340670 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -2340707.000000 Penalty: 3464.159424
	Iteration 20F: 3 clusters Score -2340707 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -2340748.000000 Penalty: 3464.159424
	Iteration 21Q: 3 clusters Score -2340748 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -2340769.000000 Penalty: 3464.159424
	Iteration 22Q: 3 clusters Score -2340769 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -2340792.750000 Penalty: 3464.159424
	Iteration 23Q: 3 clusters Score -2340793 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -2340808.500000 Penalty: 3464.159424
	Iteration 24Q: 3 clusters Score -2340808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -2340809.250000 Penalty: 3464.159424
	Iteration 25Q: 3 clusters Score -2340809 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -2340821.000000 Penalty: 3464.159424
	Iteration 26Q: 3 clusters Score -2340821 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -2340831.500000 Penalty: 3464.159424
	Iteration 27Q: 3 clusters Score -2340832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -2340835.250000 Penalty: 3464.159424
	Iteration 28Q: 3 clusters Score -2340835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -2340840.000000 Penalty: 3464.159424
	Iteration 29Q: 3 clusters Score -2340840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -2340839.500000 Penalty: 3464.159424
	Iteration 30Q: 3 clusters Score -2340840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -2340845.000000 Penalty: 3464.159424
	Iteration 31Q: 3 clusters Score -2340845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -2340845.750000 Penalty: 3464.159424
	Iteration 32Q: 3 clusters Score -2340846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -2340847.500000 Penalty: 3464.159424
	Iteration 33Q: 3 clusters Score -2340848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -2340847.250000 Penalty: 3464.159424
	Iteration 34Q: 3 clusters Score -2340847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -2340846.500000 Penalty: 3464.159424
	Iteration 35Q: 3 clusters Score -2340846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -2340852.250000 Penalty: 3464.159424
	Iteration 36Q: 3 clusters Score -2340852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -2340853.250000 Penalty: 3464.159424
	Iteration 37Q: 3 clusters Score -2340853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -2340858.500000 Penalty: 3464.159424
	Iteration 38Q: 3 clusters Score -2340858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -2340857.750000 Penalty: 3464.159424
	Iteration 39Q: 3 clusters Score -2340858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -2340860.000000 Penalty: 3464.159424
	Iteration 40F: 3 clusters Score -2340860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -2340862.000000 Penalty: 3464.159424
	Iteration 41Q: 3 clusters Score -2340862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -2340860.750000 Penalty: 3464.159424
	Iteration 42Q: 3 clusters Score -2340861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -2340862.500000 Penalty: 3464.159424
	Iteration 43Q: 3 clusters Score -2340862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -2340863.250000 Penalty: 3464.159424
	Iteration 44Q: 3 clusters Score -2340863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -2340864.750000 Penalty: 3464.159424
	Iteration 45Q: 3 clusters Score -2340865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -2340864.750000 Penalty: 3464.159424
	Iteration 46F: 3 clusters Score -2340865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -43022.203125 Penalty: 1119.723999
	Iteration 0F: 2 clusters Score -43022.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -41606.246094 Penalty: 2239.447998
	Iteration 0F: 3 clusters Score -41606.25 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -41857.210938 Penalty: 2239.447998
	Iteration 1F: 3 clusters Score -41857.21 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -41940.332031 Penalty: 2239.447998
	Iteration 2F: 3 clusters Score -41940.33 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -41991.066406 Penalty: 2239.447998
	Iteration 3Q: 3 clusters Score -41991.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -42032.832031 Penalty: 2239.447998
	Iteration 4Q: 3 clusters Score -42032.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -42084.859375 Penalty: 2239.447998
	Iteration 5Q: 3 clusters Score -42084.86 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -42155.890625 Penalty: 2239.447998
	Iteration 6Q: 3 clusters Score -42155.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -42223.875000 Penalty: 2239.447998
	Iteration 7Q: 3 clusters Score -42223.88 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -42310.234375 Penalty: 2239.447998
	Iteration 8Q: 3 clusters Score -42310.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -42401.757812 Penalty: 2239.447998
	Iteration 9Q: 3 clusters Score -42401.76 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -42476.289062 Penalty: 2239.447998
	Iteration 10Q: 3 clusters Score -42476.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -42529.273438 Penalty: 2239.447998
	Iteration 11Q: 3 clusters Score -42529.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -42578.753906 Penalty: 2239.447998
	Iteration 12Q: 3 clusters Score -42578.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -42629.671875 Penalty: 2239.447998
	Iteration 13Q: 3 clusters Score -42629.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -42651.945312 Penalty: 2239.447998
	Iteration 14Q: 3 clusters Score -42651.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -42679.128906 Penalty: 2239.447998
	Iteration 15Q: 3 clusters Score -42679.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -42712.566406 Penalty: 2239.447998
	Iteration 16Q: 3 clusters Score -42712.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -42746.140625 Penalty: 2239.447998
	Iteration 17Q: 3 clusters Score -42746.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -42760.824219 Penalty: 2239.447998
	Iteration 18Q: 3 clusters Score -42760.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -42774.683594 Penalty: 2239.447998
	Iteration 19Q: 3 clusters Score -42774.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -42782.753906 Penalty: 2239.447998
	Iteration 20F: 3 clusters Score -42782.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -42790.246094 Penalty: 2239.447998
	Iteration 21Q: 3 clusters Score -42790.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -42793.027344 Penalty: 2239.447998
	Iteration 22Q: 3 clusters Score -42793.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -42794.203125 Penalty: 2239.447998
	Iteration 23Q: 3 clusters Score -42794.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -42794.203125 Penalty: 2239.447998
	Iteration 24F: 3 clusters Score -42794.2 nChanged 0
--- Evaluating fit on full set of 2132432 points ---
Entering Unmasked Estep 
Score: -107939824.000000 Penalty: 61569.968750
21->27 Clusters: Score -107939824.000000, best is -107966464.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 710810 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 33853 members 
Mstep: Class 3 contains 34077 members 
Mstep: Class 4 contains 33837 members 
Mstep: Class 5 contains 33931 members 
Mstep: Class 6 contains 33919 members 
Mstep: Class 7 contains 33847 members 
Mstep: Class 8 contains 34002 members 
Mstep: Class 9 contains 33912 members 
Mstep: Class 10 contains 34076 members 
Mstep: Class 11 contains 33638 members 
Mstep: Class 12 contains 33780 members 
Mstep: Class 13 contains 33750 members 
Mstep: Class 14 contains 34060 members 
Mstep: Class 15 contains 33523 members 
Mstep: Class 16 contains 33823 members 
Mstep: Class 17 contains 33787 members 
Mstep: Class 18 contains 33851 members 
Mstep: Class 19 contains 33712 members 
Mstep: Class 20 contains 33768 members 
Mstep: Class 21 contains 33917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 803.604614 but Gain 2189.550781
Score: -32211452.000000 Penalty: 43791.019531
Iteration 0F: 21 clusters Score -3.221145e+07 nChanged 671963
Entering Unmasked Mstep 
Mstep: Class 0 contains 1188 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 30807 members 
Mstep: Class 3 contains 23667 members 
Mstep: Class 4 contains 29649 members 
Mstep: Class 5 contains 80001 members 
Mstep: Class 6 contains 39143 members 
Mstep: Class 7 contains 24678 members 
Mstep: Class 8 contains 53116 members 
Mstep: Class 9 contains 41951 members 
Mstep: Class 10 contains 79013 members 
Mstep: Class 11 contains 28233 members 
Mstep: Class 12 contains 27976 members 
Mstep: Class 13 contains 37157 members 
Mstep: Class 14 contains 27560 members 
Mstep: Class 15 contains 28941 members 
Mstep: Class 16 contains 21300 members 
Mstep: Class 17 contains 29765 members 
Mstep: Class 19 contains 24960 members 
Mstep: Class 20 contains 26037 members 
Mstep: Class 21 contains 30852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34472956.000000 Penalty: 43791.019531
Iteration 1F: 21 clusters Score -3.447296e+07 nChanged 251078
Entering Unmasked Mstep 
Mstep: Class 0 contains 286 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 25989 members 
Mstep: Class 3 contains 15735 members 
Mstep: Class 4 contains 21744 members 
Mstep: Class 5 contains 87307 members 
Mstep: Class 6 contains 32690 members 
Mstep: Class 7 contains 17822 members 
Mstep: Class 8 contains 62256 members 
Mstep: Class 9 contains 30811 members 
Mstep: Class 10 contains 142973 members 
Mstep: Class 11 contains 26763 members 
Mstep: Class 12 contains 21643 members 
Mstep: Class 13 contains 49058 members 
Mstep: Class 14 contains 18823 members 
Mstep: Class 15 contains 18951 members 
Mstep: Class 16 contains 17641 members 
Mstep: Class 17 contains 26607 members 
Mstep: Class 19 contains 18303 members 
Mstep: Class 20 contains 19934 members 
Mstep: Class 21 contains 28473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35004796.000000 Penalty: 43791.019531
Iteration 2F: 21 clusters Score -3.50048e+07 nChanged 184809
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 21467 members 
Mstep: Class 3 contains 10891 members 
Mstep: Class 4 contains 18163 members 
Mstep: Class 5 contains 69807 members 
Mstep: Class 6 contains 33712 members 
Mstep: Class 7 contains 13669 members 
Mstep: Class 8 contains 64828 members 
Mstep: Class 9 contains 21275 members 
Mstep: Class 10 contains 209776 members 
Mstep: Class 11 contains 24722 members 
Mstep: Class 12 contains 15849 members 
Mstep: Class 13 contains 60844 members 
Mstep: Class 14 contains 12478 members 
Mstep: Class 15 contains 8413 members 
Mstep: Class 16 contains 17848 members 
Mstep: Class 17 contains 24590 members 
Mstep: Class 19 contains 10963 members 
Mstep: Class 20 contains 18185 members 
Mstep: Class 21 contains 26679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35264432.000000 Penalty: 43791.019531
Iteration 3F: 21 clusters Score -3.526443e+07 nChanged 135972
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 18459 members 
Mstep: Class 3 contains 8900 members 
Mstep: Class 4 contains 18129 members 
Mstep: Class 5 contains 47735 members 
Mstep: Class 6 contains 31423 members 
Mstep: Class 7 contains 11659 members 
Mstep: Class 8 contains 67020 members 
Mstep: Class 9 contains 15263 members 
Mstep: Class 10 contains 271717 members 
Mstep: Class 11 contains 21317 members 
Mstep: Class 12 contains 11175 members 
Mstep: Class 13 contains 66505 members 
Mstep: Class 14 contains 10124 members 
Mstep: Class 15 contains 3801 members 
Mstep: Class 16 contains 19629 members 
Mstep: Class 17 contains 19749 members 
Mstep: Class 19 contains 7387 members 
Mstep: Class 20 contains 16449 members 
Mstep: Class 21 contains 19692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35453796.000000 Penalty: 43791.019531
Iteration 4F: 21 clusters Score -3.54538e+07 nChanged 107742
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 17370 members 
Mstep: Class 3 contains 8393 members 
Mstep: Class 4 contains 20265 members 
Mstep: Class 5 contains 27380 members 
Mstep: Class 6 contains 25406 members 
Mstep: Class 7 contains 10698 members 
Mstep: Class 8 contains 68922 members 
Mstep: Class 9 contains 9758 members 
Mstep: Class 10 contains 326726 members 
Mstep: Class 11 contains 17307 members 
Mstep: Class 12 contains 8187 members 
Mstep: Class 13 contains 67562 members 
Mstep: Class 14 contains 9226 members 
Mstep: Class 15 contains 2227 members 
Mstep: Class 16 contains 21451 members 
Mstep: Class 17 contains 14982 members 
Mstep: Class 19 contains 5445 members 
Mstep: Class 20 contains 15729 members 
Mstep: Class 21 contains 11293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35592948.000000 Penalty: 43791.019531
Iteration 5F: 21 clusters Score -3.559295e+07 nChanged 77619
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 19184 members 
Mstep: Class 3 contains 8584 members 
Mstep: Class 4 contains 21407 members 
Mstep: Class 5 contains 13744 members 
Mstep: Class 6 contains 18501 members 
Mstep: Class 7 contains 10063 members 
Mstep: Class 8 contains 70871 members 
Mstep: Class 9 contains 5821 members 
Mstep: Class 10 contains 363833 members 
Mstep: Class 11 contains 14936 members 
Mstep: Class 12 contains 7029 members 
Mstep: Class 13 contains 65489 members 
Mstep: Class 14 contains 8667 members 
Mstep: Class 15 contains 1700 members 
Mstep: Class 16 contains 21760 members 
Mstep: Class 17 contains 12842 members 
Mstep: Class 19 contains 4534 members 
Mstep: Class 20 contains 16089 members 
Mstep: Class 21 contains 5265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35677268.000000 Penalty: 43791.019531
Iteration 6F: 21 clusters Score -3.567727e+07 nChanged 53239
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 22797 members 
Mstep: Class 3 contains 8832 members 
Mstep: Class 4 contains 20764 members 
Mstep: Class 5 contains 6652 members 
Mstep: Class 6 contains 13034 members 
Mstep: Class 7 contains 9752 members 
Mstep: Class 8 contains 72104 members 
Mstep: Class 9 contains 3555 members 
Mstep: Class 10 contains 382580 members 
Mstep: Class 11 contains 14134 members 
Mstep: Class 12 contains 6540 members 
Mstep: Class 13 contains 61855 members 
Mstep: Class 14 contains 8321 members 
Mstep: Class 15 contains 1537 members 
Mstep: Class 16 contains 20983 members 
Mstep: Class 17 contains 13851 members 
Mstep: Class 19 contains 4708 members 
Mstep: Class 20 contains 17392 members 
Mstep: Class 21 contains 2389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1603.406494 but Gain 2189.550781
Score: -35729120.000000 Penalty: 41601.468750
Iteration 7F: 20 clusters Score -3.572912e+07 nChanged 39816
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 26711 members 
Mstep: Class 3 contains 8992 members 
Mstep: Class 4 contains 18879 members 
Mstep: Class 5 contains 3441 members 
Mstep: Class 6 contains 9676 members 
Mstep: Class 7 contains 9456 members 
Mstep: Class 8 contains 73034 members 
Mstep: Class 9 contains 2541 members 
Mstep: Class 10 contains 389512 members 
Mstep: Class 11 contains 14634 members 
Mstep: Class 12 contains 6442 members 
Mstep: Class 13 contains 58682 members 
Mstep: Class 14 contains 8164 members 
Mstep: Class 15 contains 1538 members 
Mstep: Class 16 contains 19778 members 
Mstep: Class 17 contains 16598 members 
Mstep: Class 19 contains 5312 members 
Mstep: Class 20 contains 19311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35761188.000000 Penalty: 41601.468750
Iteration 8F: 20 clusters Score -3.576119e+07 nChanged 29856
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 30617 members 
Mstep: Class 3 contains 9081 members 
Mstep: Class 4 contains 16446 members 
Mstep: Class 5 contains 2090 members 
Mstep: Class 6 contains 7710 members 
Mstep: Class 7 contains 9257 members 
Mstep: Class 8 contains 73736 members 
Mstep: Class 9 contains 2109 members 
Mstep: Class 10 contains 389266 members 
Mstep: Class 11 contains 15616 members 
Mstep: Class 12 contains 6412 members 
Mstep: Class 13 contains 55011 members 
Mstep: Class 14 contains 8134 members 
Mstep: Class 15 contains 1691 members 
Mstep: Class 16 contains 18662 members 
Mstep: Class 17 contains 19975 members 
Mstep: Class 19 contains 6180 members 
Mstep: Class 20 contains 21546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1768.924927 but Gain 2189.550781
Score: -35781576.000000 Penalty: 39411.917969
Iteration 9Q: 19 clusters Score -3.578158e+07 nChanged 26393
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 34281 members 
Mstep: Class 3 contains 9198 members 
Mstep: Class 4 contains 14022 members 
Mstep: Class 6 contains 6613 members 
Mstep: Class 7 contains 9129 members 
Mstep: Class 8 contains 74710 members 
Mstep: Class 9 contains 1922 members 
Mstep: Class 10 contains 386778 members 
Mstep: Class 11 contains 16693 members 
Mstep: Class 12 contains 6369 members 
Mstep: Class 13 contains 51838 members 
Mstep: Class 14 contains 8298 members 
Mstep: Class 15 contains 2001 members 
Mstep: Class 16 contains 17712 members 
Mstep: Class 17 contains 23844 members 
Mstep: Class 19 contains 6985 members 
Mstep: Class 20 contains 23833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35799332.000000 Penalty: 39411.917969
Iteration 10Q: 19 clusters Score -3.579933e+07 nChanged 21503
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 37633 members 
Mstep: Class 3 contains 9240 members 
Mstep: Class 4 contains 11744 members 
Mstep: Class 6 contains 6069 members 
Mstep: Class 7 contains 9009 members 
Mstep: Class 8 contains 75392 members 
Mstep: Class 9 contains 1772 members 
Mstep: Class 10 contains 381021 members 
Mstep: Class 11 contains 17726 members 
Mstep: Class 12 contains 6304 members 
Mstep: Class 13 contains 49217 members 
Mstep: Class 14 contains 8539 members 
Mstep: Class 15 contains 2328 members 
Mstep: Class 16 contains 16951 members 
Mstep: Class 17 contains 28050 members 
Mstep: Class 19 contains 7704 members 
Mstep: Class 20 contains 26116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35812800.000000 Penalty: 39411.917969
Iteration 11Q: 19 clusters Score -3.58128e+07 nChanged 19507
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 40889 members 
Mstep: Class 3 contains 9291 members 
Mstep: Class 4 contains 9826 members 
Mstep: Class 6 contains 5787 members 
Mstep: Class 7 contains 8863 members 
Mstep: Class 8 contains 76020 members 
Mstep: Class 9 contains 1655 members 
Mstep: Class 10 contains 374538 members 
Mstep: Class 11 contains 18609 members 
Mstep: Class 12 contains 6242 members 
Mstep: Class 13 contains 46875 members 
Mstep: Class 14 contains 8815 members 
Mstep: Class 15 contains 2681 members 
Mstep: Class 16 contains 16370 members 
Mstep: Class 17 contains 32341 members 
Mstep: Class 19 contains 8301 members 
Mstep: Class 20 contains 28230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2185.756836 but Gain 2189.550781
Score: -35824220.000000 Penalty: 37222.367188
Iteration 12Q: 18 clusters Score -3.582422e+07 nChanged 18838
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 44543 members 
Mstep: Class 3 contains 9444 members 
Mstep: Class 4 contains 8570 members 
Mstep: Class 6 contains 5700 members 
Mstep: Class 7 contains 8615 members 
Mstep: Class 8 contains 76570 members 
Mstep: Class 10 contains 368524 members 
Mstep: Class 11 contains 19230 members 
Mstep: Class 12 contains 6202 members 
Mstep: Class 13 contains 45028 members 
Mstep: Class 14 contains 9086 members 
Mstep: Class 15 contains 3008 members 
Mstep: Class 16 contains 15909 members 
Mstep: Class 17 contains 36594 members 
Mstep: Class 19 contains 8702 members 
Mstep: Class 20 contains 30093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35836232.000000 Penalty: 37222.367188
Iteration 13Q: 18 clusters Score -3.583623e+07 nChanged 15425
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 47422 members 
Mstep: Class 3 contains 9638 members 
Mstep: Class 4 contains 7936 members 
Mstep: Class 6 contains 5756 members 
Mstep: Class 7 contains 8227 members 
Mstep: Class 8 contains 76996 members 
Mstep: Class 10 contains 361400 members 
Mstep: Class 11 contains 19674 members 
Mstep: Class 12 contains 6165 members 
Mstep: Class 13 contains 43318 members 
Mstep: Class 14 contains 9282 members 
Mstep: Class 15 contains 3307 members 
Mstep: Class 16 contains 15580 members 
Mstep: Class 17 contains 40874 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 31746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35844768.000000 Penalty: 37222.367188
Iteration 14Q: 18 clusters Score -3.584477e+07 nChanged 13569
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 49846 members 
Mstep: Class 3 contains 9832 members 
Mstep: Class 4 contains 7735 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 7724 members 
Mstep: Class 8 contains 77334 members 
Mstep: Class 10 contains 354813 members 
Mstep: Class 11 contains 19946 members 
Mstep: Class 12 contains 6153 members 
Mstep: Class 13 contains 41859 members 
Mstep: Class 14 contains 9459 members 
Mstep: Class 15 contains 3563 members 
Mstep: Class 16 contains 15335 members 
Mstep: Class 17 contains 44940 members 
Mstep: Class 19 contains 9079 members 
Mstep: Class 20 contains 33155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35850320.000000 Penalty: 37222.367188
Iteration 15Q: 18 clusters Score -3.585032e+07 nChanged 12033
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 51948 members 
Mstep: Class 3 contains 10045 members 
Mstep: Class 4 contains 7662 members 
Mstep: Class 6 contains 6267 members 
Mstep: Class 7 contains 7152 members 
Mstep: Class 8 contains 77714 members 
Mstep: Class 10 contains 348829 members 
Mstep: Class 11 contains 20144 members 
Mstep: Class 12 contains 6139 members 
Mstep: Class 13 contains 40606 members 
Mstep: Class 14 contains 9586 members 
Mstep: Class 15 contains 3789 members 
Mstep: Class 16 contains 15170 members 
Mstep: Class 17 contains 48650 members 
Mstep: Class 19 contains 9193 members 
Mstep: Class 20 contains 34203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35854844.000000 Penalty: 37222.367188
Iteration 16Q: 18 clusters Score -3.585484e+07 nChanged 10405
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 53648 members 
Mstep: Class 3 contains 10227 members 
Mstep: Class 4 contains 7631 members 
Mstep: Class 6 contains 6694 members 
Mstep: Class 7 contains 6569 members 
Mstep: Class 8 contains 78111 members 
Mstep: Class 10 contains 343716 members 
Mstep: Class 11 contains 20312 members 
Mstep: Class 12 contains 6099 members 
Mstep: Class 13 contains 39557 members 
Mstep: Class 14 contains 9664 members 
Mstep: Class 15 contains 3978 members 
Mstep: Class 16 contains 15048 members 
Mstep: Class 17 contains 51921 members 
Mstep: Class 19 contains 9303 members 
Mstep: Class 20 contains 34962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35857568.000000 Penalty: 37222.367188
Iteration 17Q: 18 clusters Score -3.585757e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 54985 members 
Mstep: Class 3 contains 10405 members 
Mstep: Class 4 contains 7626 members 
Mstep: Class 6 contains 7134 members 
Mstep: Class 7 contains 6045 members 
Mstep: Class 8 contains 78480 members 
Mstep: Class 10 contains 339498 members 
Mstep: Class 11 contains 20485 members 
Mstep: Class 12 contains 6053 members 
Mstep: Class 13 contains 38637 members 
Mstep: Class 14 contains 9730 members 
Mstep: Class 15 contains 4158 members 
Mstep: Class 16 contains 14946 members 
Mstep: Class 17 contains 54663 members 
Mstep: Class 19 contains 9357 members 
Mstep: Class 20 contains 35527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35860168.000000 Penalty: 37222.367188
Iteration 18Q: 18 clusters Score -3.586017e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 55966 members 
Mstep: Class 3 contains 10520 members 
Mstep: Class 4 contains 7647 members 
Mstep: Class 6 contains 7570 members 
Mstep: Class 7 contains 5531 members 
Mstep: Class 8 contains 78871 members 
Mstep: Class 10 contains 336122 members 
Mstep: Class 11 contains 20703 members 
Mstep: Class 12 contains 5961 members 
Mstep: Class 13 contains 37901 members 
Mstep: Class 14 contains 9797 members 
Mstep: Class 15 contains 4346 members 
Mstep: Class 16 contains 14870 members 
Mstep: Class 17 contains 56927 members 
Mstep: Class 19 contains 9338 members 
Mstep: Class 20 contains 35883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35861820.000000 Penalty: 37222.367188
Iteration 19Q: 18 clusters Score -3.586182e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 56660 members 
Mstep: Class 3 contains 10604 members 
Mstep: Class 4 contains 7668 members 
Mstep: Class 6 contains 8013 members 
Mstep: Class 7 contains 5073 members 
Mstep: Class 8 contains 79237 members 
Mstep: Class 10 contains 333466 members 
Mstep: Class 11 contains 20889 members 
Mstep: Class 12 contains 5877 members 
Mstep: Class 13 contains 37261 members 
Mstep: Class 14 contains 9826 members 
Mstep: Class 15 contains 4496 members 
Mstep: Class 16 contains 14815 members 
Mstep: Class 17 contains 58775 members 
Mstep: Class 19 contains 9322 members 
Mstep: Class 20 contains 36147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35864532.000000 Penalty: 37222.367188
Iteration 20F: 18 clusters Score -3.586453e+07 nChanged 6869
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 57266 members 
Mstep: Class 3 contains 10840 members 
Mstep: Class 4 contains 7712 members 
Mstep: Class 6 contains 8547 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 79479 members 
Mstep: Class 10 contains 330690 members 
Mstep: Class 11 contains 21078 members 
Mstep: Class 12 contains 5721 members 
Mstep: Class 13 contains 36606 members 
Mstep: Class 14 contains 9852 members 
Mstep: Class 15 contains 4796 members 
Mstep: Class 16 contains 14716 members 
Mstep: Class 17 contains 60903 members 
Mstep: Class 19 contains 9391 members 
Mstep: Class 20 contains 36262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867140.000000 Penalty: 37222.367188
Iteration 21Q: 18 clusters Score -3.586714e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 57771 members 
Mstep: Class 3 contains 11043 members 
Mstep: Class 4 contains 7765 members 
Mstep: Class 6 contains 9094 members 
Mstep: Class 7 contains 4379 members 
Mstep: Class 8 contains 79708 members 
Mstep: Class 10 contains 328390 members 
Mstep: Class 11 contains 21278 members 
Mstep: Class 12 contains 5518 members 
Mstep: Class 13 contains 35949 members 
Mstep: Class 14 contains 9871 members 
Mstep: Class 15 contains 5085 members 
Mstep: Class 16 contains 14614 members 
Mstep: Class 17 contains 62711 members 
Mstep: Class 19 contains 9379 members 
Mstep: Class 20 contains 36337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35869924.000000 Penalty: 37222.367188
Iteration 22Q: 18 clusters Score -3.586992e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 58079 members 
Mstep: Class 3 contains 11138 members 
Mstep: Class 4 contains 7832 members 
Mstep: Class 6 contains 9680 members 
Mstep: Class 7 contains 4332 members 
Mstep: Class 8 contains 79809 members 
Mstep: Class 10 contains 326588 members 
Mstep: Class 11 contains 21496 members 
Mstep: Class 12 contains 5251 members 
Mstep: Class 13 contains 35293 members 
Mstep: Class 14 contains 9897 members 
Mstep: Class 15 contains 5353 members 
Mstep: Class 16 contains 14534 members 
Mstep: Class 17 contains 64213 members 
Mstep: Class 19 contains 9298 members 
Mstep: Class 20 contains 36410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872108.000000 Penalty: 37222.367188
Iteration 23Q: 18 clusters Score -3.587211e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 58230 members 
Mstep: Class 3 contains 11162 members 
Mstep: Class 4 contains 7897 members 
Mstep: Class 6 contains 10242 members 
Mstep: Class 7 contains 4466 members 
Mstep: Class 8 contains 79748 members 
Mstep: Class 10 contains 325126 members 
Mstep: Class 11 contains 21718 members 
Mstep: Class 12 contains 4996 members 
Mstep: Class 13 contains 34685 members 
Mstep: Class 14 contains 9913 members 
Mstep: Class 15 contains 5625 members 
Mstep: Class 16 contains 14450 members 
Mstep: Class 17 contains 65478 members 
Mstep: Class 19 contains 9136 members 
Mstep: Class 20 contains 36534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873504.000000 Penalty: 37222.367188
Iteration 24Q: 18 clusters Score -3.58735e+07 nChanged 4851
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 58302 members 
Mstep: Class 3 contains 11173 members 
Mstep: Class 4 contains 7944 members 
Mstep: Class 6 contains 10803 members 
Mstep: Class 7 contains 4647 members 
Mstep: Class 8 contains 79673 members 
Mstep: Class 10 contains 323944 members 
Mstep: Class 11 contains 21981 members 
Mstep: Class 12 contains 4809 members 
Mstep: Class 13 contains 34085 members 
Mstep: Class 14 contains 9918 members 
Mstep: Class 15 contains 5845 members 
Mstep: Class 16 contains 14377 members 
Mstep: Class 17 contains 66546 members 
Mstep: Class 19 contains 8893 members 
Mstep: Class 20 contains 36625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874640.000000 Penalty: 37222.367188
Iteration 25Q: 18 clusters Score -3.587464e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 58386 members 
Mstep: Class 3 contains 11177 members 
Mstep: Class 4 contains 7975 members 
Mstep: Class 6 contains 11361 members 
Mstep: Class 7 contains 4798 members 
Mstep: Class 8 contains 79604 members 
Mstep: Class 10 contains 322957 members 
Mstep: Class 11 contains 22247 members 
Mstep: Class 12 contains 4670 members 
Mstep: Class 13 contains 33483 members 
Mstep: Class 14 contains 9915 members 
Mstep: Class 15 contains 6023 members 
Mstep: Class 16 contains 14306 members 
Mstep: Class 17 contains 67474 members 
Mstep: Class 19 contains 8627 members 
Mstep: Class 20 contains 36682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875160.000000 Penalty: 37222.367188
Iteration 26Q: 18 clusters Score -3.587516e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 58445 members 
Mstep: Class 3 contains 11133 members 
Mstep: Class 4 contains 7984 members 
Mstep: Class 6 contains 11915 members 
Mstep: Class 7 contains 4916 members 
Mstep: Class 8 contains 79557 members 
Mstep: Class 10 contains 322105 members 
Mstep: Class 11 contains 22503 members 
Mstep: Class 12 contains 4579 members 
Mstep: Class 13 contains 32928 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 6208 members 
Mstep: Class 16 contains 14241 members 
Mstep: Class 17 contains 68267 members 
Mstep: Class 19 contains 8362 members 
Mstep: Class 20 contains 36741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875872.000000 Penalty: 37222.367188
Iteration 27Q: 18 clusters Score -3.587587e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 58512 members 
Mstep: Class 3 contains 11105 members 
Mstep: Class 4 contains 7996 members 
Mstep: Class 6 contains 12490 members 
Mstep: Class 7 contains 5009 members 
Mstep: Class 8 contains 79521 members 
Mstep: Class 10 contains 321416 members 
Mstep: Class 11 contains 22756 members 
Mstep: Class 12 contains 4512 members 
Mstep: Class 13 contains 32347 members 
Mstep: Class 14 contains 9904 members 
Mstep: Class 15 contains 6368 members 
Mstep: Class 16 contains 14189 members 
Mstep: Class 17 contains 68877 members 
Mstep: Class 19 contains 8094 members 
Mstep: Class 20 contains 36796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35876544.000000 Penalty: 37222.367188
Iteration 28Q: 18 clusters Score -3.587654e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 58502 members 
Mstep: Class 3 contains 11109 members 
Mstep: Class 4 contains 7996 members 
Mstep: Class 6 contains 13070 members 
Mstep: Class 7 contains 5077 members 
Mstep: Class 8 contains 79516 members 
Mstep: Class 10 contains 320815 members 
Mstep: Class 11 contains 23014 members 
Mstep: Class 12 contains 4468 members 
Mstep: Class 13 contains 31785 members 
Mstep: Class 14 contains 9903 members 
Mstep: Class 15 contains 6521 members 
Mstep: Class 16 contains 14147 members 
Mstep: Class 17 contains 69349 members 
Mstep: Class 19 contains 7812 members 
Mstep: Class 20 contains 36917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35877264.000000 Penalty: 37222.367188
Iteration 29Q: 18 clusters Score -3.587726e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 58437 members 
Mstep: Class 3 contains 11099 members 
Mstep: Class 4 contains 8002 members 
Mstep: Class 6 contains 13662 members 
Mstep: Class 7 contains 5121 members 
Mstep: Class 8 contains 79512 members 
Mstep: Class 10 contains 320333 members 
Mstep: Class 11 contains 23285 members 
Mstep: Class 12 contains 4419 members 
Mstep: Class 13 contains 31248 members 
Mstep: Class 14 contains 9899 members 
Mstep: Class 15 contains 6635 members 
Mstep: Class 16 contains 14109 members 
Mstep: Class 17 contains 69745 members 
Mstep: Class 19 contains 7524 members 
Mstep: Class 20 contains 37062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35877540.000000 Penalty: 37222.367188
Iteration 30Q: 18 clusters Score -3.587754e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 58404 members 
Mstep: Class 3 contains 11109 members 
Mstep: Class 4 contains 8007 members 
Mstep: Class 6 contains 14173 members 
Mstep: Class 7 contains 5151 members 
Mstep: Class 8 contains 79533 members 
Mstep: Class 10 contains 319946 members 
Mstep: Class 11 contains 23561 members 
Mstep: Class 12 contains 4375 members 
Mstep: Class 13 contains 30762 members 
Mstep: Class 14 contains 9896 members 
Mstep: Class 15 contains 6736 members 
Mstep: Class 16 contains 14072 members 
Mstep: Class 17 contains 70036 members 
Mstep: Class 19 contains 7206 members 
Mstep: Class 20 contains 37200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35877976.000000 Penalty: 37222.367188
Iteration 31Q: 18 clusters Score -3.587798e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 58332 members 
Mstep: Class 3 contains 11127 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 6 contains 14630 members 
Mstep: Class 7 contains 5176 members 
Mstep: Class 8 contains 79548 members 
Mstep: Class 10 contains 319622 members 
Mstep: Class 11 contains 23844 members 
Mstep: Class 12 contains 4334 members 
Mstep: Class 13 contains 30309 members 
Mstep: Class 14 contains 9881 members 
Mstep: Class 15 contains 6827 members 
Mstep: Class 16 contains 14047 members 
Mstep: Class 17 contains 70277 members 
Mstep: Class 19 contains 6892 members 
Mstep: Class 20 contains 37359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35878544.000000 Penalty: 37222.367188
Iteration 32Q: 18 clusters Score -3.587854e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 58269 members 
Mstep: Class 3 contains 11161 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 6 contains 15088 members 
Mstep: Class 7 contains 5201 members 
Mstep: Class 8 contains 79554 members 
Mstep: Class 10 contains 319321 members 
Mstep: Class 11 contains 24120 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 29859 members 
Mstep: Class 14 contains 9864 members 
Mstep: Class 15 contains 6901 members 
Mstep: Class 16 contains 14014 members 
Mstep: Class 17 contains 70488 members 
Mstep: Class 19 contains 6585 members 
Mstep: Class 20 contains 37523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35878884.000000 Penalty: 37222.367188
Iteration 33Q: 18 clusters Score -3.587888e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 58207 members 
Mstep: Class 3 contains 11204 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 6 contains 15492 members 
Mstep: Class 7 contains 5217 members 
Mstep: Class 8 contains 79565 members 
Mstep: Class 10 contains 319046 members 
Mstep: Class 11 contains 24401 members 
Mstep: Class 12 contains 4280 members 
Mstep: Class 13 contains 29471 members 
Mstep: Class 14 contains 9852 members 
Mstep: Class 15 contains 6967 members 
Mstep: Class 16 contains 13988 members 
Mstep: Class 17 contains 70665 members 
Mstep: Class 19 contains 6280 members 
Mstep: Class 20 contains 37667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35879308.000000 Penalty: 37222.367188
Iteration 34Q: 18 clusters Score -3.587931e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 58092 members 
Mstep: Class 3 contains 11252 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 6 contains 15832 members 
Mstep: Class 7 contains 5230 members 
Mstep: Class 8 contains 79576 members 
Mstep: Class 10 contains 318828 members 
Mstep: Class 11 contains 24671 members 
Mstep: Class 12 contains 4255 members 
Mstep: Class 13 contains 29157 members 
Mstep: Class 14 contains 9849 members 
Mstep: Class 15 contains 7017 members 
Mstep: Class 16 contains 13969 members 
Mstep: Class 17 contains 70830 members 
Mstep: Class 19 contains 5988 members 
Mstep: Class 20 contains 37801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35879664.000000 Penalty: 37222.367188
Iteration 35Q: 18 clusters Score -3.587966e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 57970 members 
Mstep: Class 3 contains 11305 members 
Mstep: Class 4 contains 8026 members 
Mstep: Class 6 contains 16138 members 
Mstep: Class 7 contains 5240 members 
Mstep: Class 8 contains 79583 members 
Mstep: Class 10 contains 318624 members 
Mstep: Class 11 contains 24932 members 
Mstep: Class 12 contains 4238 members 
Mstep: Class 13 contains 28860 members 
Mstep: Class 14 contains 9843 members 
Mstep: Class 15 contains 7078 members 
Mstep: Class 16 contains 13949 members 
Mstep: Class 17 contains 70984 members 
Mstep: Class 19 contains 5707 members 
Mstep: Class 20 contains 37946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35879880.000000 Penalty: 37222.367188
Iteration 36Q: 18 clusters Score -3.587988e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 57830 members 
Mstep: Class 3 contains 11345 members 
Mstep: Class 4 contains 8027 members 
Mstep: Class 6 contains 16405 members 
Mstep: Class 7 contains 5261 members 
Mstep: Class 8 contains 79595 members 
Mstep: Class 10 contains 318450 members 
Mstep: Class 11 contains 25149 members 
Mstep: Class 12 contains 4223 members 
Mstep: Class 13 contains 28596 members 
Mstep: Class 14 contains 9832 members 
Mstep: Class 15 contains 7124 members 
Mstep: Class 16 contains 13945 members 
Mstep: Class 17 contains 71120 members 
Mstep: Class 19 contains 5462 members 
Mstep: Class 20 contains 38110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35880228.000000 Penalty: 37222.367188
Iteration 37Q: 18 clusters Score -3.588023e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 57670 members 
Mstep: Class 3 contains 11397 members 
Mstep: Class 4 contains 8030 members 
Mstep: Class 6 contains 16633 members 
Mstep: Class 7 contains 5279 members 
Mstep: Class 8 contains 79600 members 
Mstep: Class 10 contains 318323 members 
Mstep: Class 11 contains 25372 members 
Mstep: Class 12 contains 4202 members 
Mstep: Class 13 contains 28384 members 
Mstep: Class 14 contains 9822 members 
Mstep: Class 15 contains 7156 members 
Mstep: Class 16 contains 13936 members 
Mstep: Class 17 contains 71228 members 
Mstep: Class 19 contains 5214 members 
Mstep: Class 20 contains 38276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35880300.000000 Penalty: 37222.367188
Iteration 38Q: 18 clusters Score -3.58803e+07 nChanged 1868
Entering ConstructFrom: 
Score: -35880300.000000 Penalty: 37222.367188
Entering ConstructFrom: 
Trying to split cluster 1 (10242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Entering Unmasked Estep 
Score: -465526.343750 Penalty: 1500.565918
	Iteration 0F: 2 clusters Score -465526.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -458331.000000 Penalty: 3001.131836
	Iteration 0F: 3 clusters Score -458331 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -462247.406250 Penalty: 3001.131836
	Iteration 1F: 3 clusters Score -462247.4 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -464025.437500 Penalty: 3001.131836
	Iteration 2F: 3 clusters Score -464025.4 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -465628.531250 Penalty: 3001.131836
	Iteration 3F: 3 clusters Score -465628.5 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -466799.531250 Penalty: 3001.131836
	Iteration 4F: 3 clusters Score -466799.5 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -467579.281250 Penalty: 3001.131836
	Iteration 5F: 3 clusters Score -467579.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -468067.593750 Penalty: 3001.131836
	Iteration 6Q: 3 clusters Score -468067.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -468278.750000 Penalty: 3001.131836
	Iteration 7Q: 3 clusters Score -468278.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -468379.406250 Penalty: 3001.131836
	Iteration 8Q: 3 clusters Score -468379.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -468459.531250 Penalty: 3001.131836
	Iteration 9Q: 3 clusters Score -468459.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -468551.625000 Penalty: 3001.131836
	Iteration 10Q: 3 clusters Score -468551.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -468645.781250 Penalty: 3001.131836
	Iteration 11Q: 3 clusters Score -468645.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -468769.843750 Penalty: 3001.131836
	Iteration 12Q: 3 clusters Score -468769.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -468876.593750 Penalty: 3001.131836
	Iteration 13Q: 3 clusters Score -468876.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -468995.468750 Penalty: 3001.131836
	Iteration 14Q: 3 clusters Score -468995.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -469139.968750 Penalty: 3001.131836
	Iteration 15Q: 3 clusters Score -469140 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -469271.250000 Penalty: 3001.131836
	Iteration 16Q: 3 clusters Score -469271.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -469344.906250 Penalty: 3001.131836
	Iteration 17Q: 3 clusters Score -469344.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -469378.625000 Penalty: 3001.131836
	Iteration 18Q: 3 clusters Score -469378.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -469392.968750 Penalty: 3001.131836
	Iteration 19Q: 3 clusters Score -469393 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -469402.343750 Penalty: 3001.131836
	Iteration 20F: 3 clusters Score -469402.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -469408.812500 Penalty: 3001.131836
	Iteration 21Q: 3 clusters Score -469408.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -469409.531250 Penalty: 3001.131836
	Iteration 22Q: 3 clusters Score -469409.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -469412.250000 Penalty: 3001.131836
	Iteration 23Q: 3 clusters Score -469412.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -469411.500000 Penalty: 3001.131836
	Iteration 24Q: 3 clusters Score -469411.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -469412.781250 Penalty: 3001.131836
	Iteration 25Q: 3 clusters Score -469412.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -469412.125000 Penalty: 3001.131836
	Iteration 26Q: 3 clusters Score -469412.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -469412.125000 Penalty: 3001.131836
	Iteration 27F: 3 clusters Score -469412.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 57507 members 
Mstep: Class 3 contains 11467 members 
Mstep: Class 4 contains 8032 members 
Mstep: Class 5 contains 4072 members 
Mstep: Class 6 contains 16824 members 
Mstep: Class 7 contains 5289 members 
Mstep: Class 8 contains 79603 members 
Mstep: Class 10 contains 318232 members 
Mstep: Class 11 contains 25599 members 
Mstep: Class 12 contains 4197 members 
Mstep: Class 13 contains 28157 members 
Mstep: Class 14 contains 9817 members 
Mstep: Class 15 contains 7183 members 
Mstep: Class 16 contains 13931 members 
Mstep: Class 17 contains 71293 members 
Mstep: Class 19 contains 4971 members 
Mstep: Class 20 contains 38460 members 
Entering Unmasked Estep 
Score: -35883608.000000 Penalty: 39411.917969
Splitting cluster 1 changes total score from -35880300.000000 to -35883608.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (57507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Entering Unmasked Estep 
Score: -3086674.000000 Penalty: 1780.944946
	Iteration 0F: 2 clusters Score -3086674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -3048150.000000 Penalty: 3561.889893
	Iteration 0F: 3 clusters Score -3048150 nChanged 27179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -3063617.000000 Penalty: 3561.889893
	Iteration 1F: 3 clusters Score -3063617 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -3064259.750000 Penalty: 3561.889893
	Iteration 2Q: 3 clusters Score -3064260 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -3065049.750000 Penalty: 3561.889893
	Iteration 3Q: 3 clusters Score -3065050 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -3066078.000000 Penalty: 3561.889893
	Iteration 4Q: 3 clusters Score -3066078 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -3067422.750000 Penalty: 3561.889893
	Iteration 5Q: 3 clusters Score -3067423 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -3069235.750000 Penalty: 3561.889893
	Iteration 6F: 3 clusters Score -3069236 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -3071647.750000 Penalty: 3561.889893
	Iteration 7F: 3 clusters Score -3071648 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -3074552.250000 Penalty: 3561.889893
	Iteration 8F: 3 clusters Score -3074552 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -3077328.500000 Penalty: 3561.889893
	Iteration 9F: 3 clusters Score -3077328 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -3079340.250000 Penalty: 3561.889893
	Iteration 10F: 3 clusters Score -3079340 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -3080610.500000 Penalty: 3561.889893
	Iteration 11Q: 3 clusters Score -3080610 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -3081620.000000 Penalty: 3561.889893
	Iteration 12Q: 3 clusters Score -3081620 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -3082548.250000 Penalty: 3561.889893
	Iteration 13Q: 3 clusters Score -3082548 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -3083231.250000 Penalty: 3561.889893
	Iteration 14Q: 3 clusters Score -3083231 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -3083803.250000 Penalty: 3561.889893
	Iteration 15Q: 3 clusters Score -3083803 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -3084183.000000 Penalty: 3561.889893
	Iteration 16Q: 3 clusters Score -3084183 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -3084414.500000 Penalty: 3561.889893
	Iteration 17Q: 3 clusters Score -3084414 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -3084561.500000 Penalty: 3561.889893
	Iteration 18Q: 3 clusters Score -3084562 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -3084673.500000 Penalty: 3561.889893
	Iteration 19Q: 3 clusters Score -3084674 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -3084742.250000 Penalty: 3561.889893
	Iteration 20F: 3 clusters Score -3084742 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -3084781.750000 Penalty: 3561.889893
	Iteration 21Q: 3 clusters Score -3084782 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -3084816.000000 Penalty: 3561.889893
	Iteration 22Q: 3 clusters Score -3084816 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -3084827.750000 Penalty: 3561.889893
	Iteration 23Q: 3 clusters Score -3084828 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -3084835.250000 Penalty: 3561.889893
	Iteration 24Q: 3 clusters Score -3084835 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -3084842.750000 Penalty: 3561.889893
	Iteration 25Q: 3 clusters Score -3084843 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -3084853.250000 Penalty: 3561.889893
	Iteration 26Q: 3 clusters Score -3084853 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -3084860.000000 Penalty: 3561.889893
	Iteration 27Q: 3 clusters Score -3084860 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -3084861.000000 Penalty: 3561.889893
	Iteration 28Q: 3 clusters Score -3084861 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -3084866.750000 Penalty: 3561.889893
	Iteration 29Q: 3 clusters Score -3084867 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -3084866.000000 Penalty: 3561.889893
	Iteration 30Q: 3 clusters Score -3084866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -3084860.250000 Penalty: 3561.889893
	Iteration 31Q: 3 clusters Score -3084860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -3084861.000000 Penalty: 3561.889893
	Iteration 32Q: 3 clusters Score -3084861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -3084858.750000 Penalty: 3561.889893
	Iteration 33Q: 3 clusters Score -3084859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -3084855.750000 Penalty: 3561.889893
	Iteration 34Q: 3 clusters Score -3084856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -3084853.750000 Penalty: 3561.889893
	Iteration 35Q: 3 clusters Score -3084854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -3084851.500000 Penalty: 3561.889893
	Iteration 36Q: 3 clusters Score -3084852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -3084857.750000 Penalty: 3561.889893
	Iteration 37Q: 3 clusters Score -3084858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -3084861.000000 Penalty: 3561.889893
	Iteration 38Q: 3 clusters Score -3084861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -3084860.250000 Penalty: 3561.889893
	Iteration 39Q: 3 clusters Score -3084860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -3084861.750000 Penalty: 3561.889893
	Iteration 40F: 3 clusters Score -3084862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -3084860.250000 Penalty: 3561.889893
	Iteration 41Q: 3 clusters Score -3084860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -3084855.750000 Penalty: 3561.889893
	Iteration 42Q: 3 clusters Score -3084856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -3084860.250000 Penalty: 3561.889893
	Iteration 43Q: 3 clusters Score -3084860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -3084861.750000 Penalty: 3561.889893
	Iteration 44Q: 3 clusters Score -3084862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -3084868.750000 Penalty: 3561.889893
	Iteration 45Q: 3 clusters Score -3084869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -3084869.750000 Penalty: 3561.889893
	Iteration 46Q: 3 clusters Score -3084870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -3084865.250000 Penalty: 3561.889893
	Iteration 47Q: 3 clusters Score -3084865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -3084865.000000 Penalty: 3561.889893
	Iteration 48Q: 3 clusters Score -3084865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -3084864.000000 Penalty: 3561.889893
	Iteration 49Q: 3 clusters Score -3084864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -3084866.000000 Penalty: 3561.889893
	Iteration 50Q: 3 clusters Score -3084866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -3084867.500000 Penalty: 3561.889893
	Iteration 51Q: 3 clusters Score -3084868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -3084867.500000 Penalty: 3561.889893
	Iteration 52F: 3 clusters Score -3084868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Entering Unmasked Estep 
Score: -544192.062500 Penalty: 1518.924683
	Iteration 0F: 2 clusters Score -544192.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -536069.125000 Penalty: 3037.849365
	Iteration 0F: 3 clusters Score -536069.1 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -538854.562500 Penalty: 3037.849365
	Iteration 1F: 3 clusters Score -538854.6 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -539724.812500 Penalty: 3037.849365
	Iteration 2F: 3 clusters Score -539724.8 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -540953.250000 Penalty: 3037.849365
	Iteration 3F: 3 clusters Score -540953.2 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -542077.750000 Penalty: 3037.849365
	Iteration 4F: 3 clusters Score -542077.8 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -542860.937500 Penalty: 3037.849365
	Iteration 5F: 3 clusters Score -542860.9 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -543364.125000 Penalty: 3037.849365
	Iteration 6F: 3 clusters Score -543364.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -543663.750000 Penalty: 3037.849365
	Iteration 7Q: 3 clusters Score -543663.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -543861.562500 Penalty: 3037.849365
	Iteration 8Q: 3 clusters Score -543861.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -543977.437500 Penalty: 3037.849365
	Iteration 9Q: 3 clusters Score -543977.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -544042.062500 Penalty: 3037.849365
	Iteration 10Q: 3 clusters Score -544042.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -544084.750000 Penalty: 3037.849365
	Iteration 11Q: 3 clusters Score -544084.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -544110.062500 Penalty: 3037.849365
	Iteration 12Q: 3 clusters Score -544110.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -544123.312500 Penalty: 3037.849365
	Iteration 13Q: 3 clusters Score -544123.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -544136.500000 Penalty: 3037.849365
	Iteration 14Q: 3 clusters Score -544136.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -544147.437500 Penalty: 3037.849365
	Iteration 15Q: 3 clusters Score -544147.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -544155.375000 Penalty: 3037.849365
	Iteration 16Q: 3 clusters Score -544155.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -544165.125000 Penalty: 3037.849365
	Iteration 17Q: 3 clusters Score -544165.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -544178.875000 Penalty: 3037.849365
	Iteration 18Q: 3 clusters Score -544178.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -544187.750000 Penalty: 3037.849365
	Iteration 19Q: 3 clusters Score -544187.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -544194.562500 Penalty: 3037.849365
	Iteration 20F: 3 clusters Score -544194.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -544204.062500 Penalty: 3037.849365
	Iteration 21Q: 3 clusters Score -544204.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -544212.250000 Penalty: 3037.849365
	Iteration 22Q: 3 clusters Score -544212.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -544221.687500 Penalty: 3037.849365
	Iteration 23Q: 3 clusters Score -544221.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -544231.500000 Penalty: 3037.849365
	Iteration 24Q: 3 clusters Score -544231.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -544238.125000 Penalty: 3037.849365
	Iteration 25Q: 3 clusters Score -544238.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -544248.937500 Penalty: 3037.849365
	Iteration 26Q: 3 clusters Score -544248.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -544257.937500 Penalty: 3037.849365
	Iteration 27Q: 3 clusters Score -544257.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -544266.437500 Penalty: 3037.849365
	Iteration 28Q: 3 clusters Score -544266.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -544278.937500 Penalty: 3037.849365
	Iteration 29Q: 3 clusters Score -544278.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -544288.750000 Penalty: 3037.849365
	Iteration 30Q: 3 clusters Score -544288.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -544301.875000 Penalty: 3037.849365
	Iteration 31Q: 3 clusters Score -544301.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -544315.125000 Penalty: 3037.849365
	Iteration 32Q: 3 clusters Score -544315.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -544331.687500 Penalty: 3037.849365
	Iteration 33Q: 3 clusters Score -544331.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -544352.750000 Penalty: 3037.849365
	Iteration 34Q: 3 clusters Score -544352.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -544373.750000 Penalty: 3037.849365
	Iteration 35Q: 3 clusters Score -544373.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -544400.625000 Penalty: 3037.849365
	Iteration 36Q: 3 clusters Score -544400.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -544431.125000 Penalty: 3037.849365
	Iteration 37Q: 3 clusters Score -544431.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -544460.750000 Penalty: 3037.849365
	Iteration 38Q: 3 clusters Score -544460.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -544483.062500 Penalty: 3037.849365
	Iteration 39Q: 3 clusters Score -544483.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -544503.250000 Penalty: 3037.849365
	Iteration 40F: 3 clusters Score -544503.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -544523.500000 Penalty: 3037.849365
	Iteration 41Q: 3 clusters Score -544523.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -544532.937500 Penalty: 3037.849365
	Iteration 42Q: 3 clusters Score -544532.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -544539.250000 Penalty: 3037.849365
	Iteration 43Q: 3 clusters Score -544539.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -544543.250000 Penalty: 3037.849365
	Iteration 44Q: 3 clusters Score -544543.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -544545.687500 Penalty: 3037.849365
	Iteration 45Q: 3 clusters Score -544545.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -544547.312500 Penalty: 3037.849365
	Iteration 46Q: 3 clusters Score -544547.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -544548.187500 Penalty: 3037.849365
	Iteration 47Q: 3 clusters Score -544548.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -544547.500000 Penalty: 3037.849365
	Iteration 48Q: 3 clusters Score -544547.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -544549.312500 Penalty: 3037.849365
	Iteration 49Q: 3 clusters Score -544549.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -544551.062500 Penalty: 3037.849365
	Iteration 50Q: 3 clusters Score -544551.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -544554.375000 Penalty: 3037.849365
	Iteration 51Q: 3 clusters Score -544554.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -544554.375000 Penalty: 3037.849365
	Iteration 52Q: 3 clusters Score -544554.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -544555.812500 Penalty: 3037.849365
	Iteration 53Q: 3 clusters Score -544555.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -544555.437500 Penalty: 3037.849365
	Iteration 54Q: 3 clusters Score -544555.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -544555.250000 Penalty: 3037.849365
	Iteration 55Q: 3 clusters Score -544555.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -544555.187500 Penalty: 3037.849365
	Iteration 56Q: 3 clusters Score -544555.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -544555.375000 Penalty: 3037.849365
	Iteration 57Q: 3 clusters Score -544555.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -544556.062500 Penalty: 3037.849365
	Iteration 58Q: 3 clusters Score -544556.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -544557.062500 Penalty: 3037.849365
	Iteration 59Q: 3 clusters Score -544557.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -544557.875000 Penalty: 3037.849365
	Iteration 60F: 3 clusters Score -544557.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -544559.000000 Penalty: 3037.849365
	Iteration 61Q: 3 clusters Score -544559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -544560.312500 Penalty: 3037.849365
	Iteration 62Q: 3 clusters Score -544560.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -544559.812500 Penalty: 3037.849365
	Iteration 63Q: 3 clusters Score -544559.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -544560.000000 Penalty: 3037.849365
	Iteration 64Q: 3 clusters Score -544560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -544559.875000 Penalty: 3037.849365
	Iteration 65Q: 3 clusters Score -544559.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -544560.312500 Penalty: 3037.849365
	Iteration 66Q: 3 clusters Score -544560.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -544560.875000 Penalty: 3037.849365
	Iteration 67Q: 3 clusters Score -544560.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -544561.687500 Penalty: 3037.849365
	Iteration 68Q: 3 clusters Score -544561.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -544561.187500 Penalty: 3037.849365
	Iteration 69Q: 3 clusters Score -544561.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -544560.312500 Penalty: 3037.849365
	Iteration 70Q: 3 clusters Score -544560.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -544559.750000 Penalty: 3037.849365
	Iteration 71Q: 3 clusters Score -544559.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -544559.750000 Penalty: 3037.849365
	Iteration 72F: 3 clusters Score -544559.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 57507 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 4 contains 8032 members 
Mstep: Class 5 contains 4072 members 
Mstep: Class 6 contains 16824 members 
Mstep: Class 7 contains 5289 members 
Mstep: Class 8 contains 79603 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 318232 members 
Mstep: Class 11 contains 25599 members 
Mstep: Class 12 contains 4197 members 
Mstep: Class 13 contains 28157 members 
Mstep: Class 14 contains 9817 members 
Mstep: Class 15 contains 7183 members 
Mstep: Class 16 contains 13931 members 
Mstep: Class 17 contains 71293 members 
Mstep: Class 19 contains 4971 members 
Mstep: Class 20 contains 38460 members 
Entering Unmasked Estep 
Score: -35883360.000000 Penalty: 41601.468750
Splitting cluster 3 changes total score from -35880300.000000 to -35883360.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 4 (8032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Entering Unmasked Estep 
Score: -408429.531250 Penalty: 1461.068237
	Iteration 0F: 2 clusters Score -408429.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -402549.187500 Penalty: 2922.136475
	Iteration 0F: 3 clusters Score -402549.2 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -404603.656250 Penalty: 2922.136475
	Iteration 1F: 3 clusters Score -404603.7 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -405192.937500 Penalty: 2922.136475
	Iteration 2F: 3 clusters Score -405192.9 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -406064.656250 Penalty: 2922.136475
	Iteration 3F: 3 clusters Score -406064.7 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -407334.531250 Penalty: 2922.136475
	Iteration 4F: 3 clusters Score -407334.5 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -408891.687500 Penalty: 2922.136475
	Iteration 5F: 3 clusters Score -408891.7 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -410462.906250 Penalty: 2922.136475
	Iteration 6F: 3 clusters Score -410462.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -411422.531250 Penalty: 2922.136475
	Iteration 7Q: 3 clusters Score -411422.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -411780.906250 Penalty: 2922.136475
	Iteration 8Q: 3 clusters Score -411780.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -412123.187500 Penalty: 2922.136475
	Iteration 9Q: 3 clusters Score -412123.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -412314.125000 Penalty: 2922.136475
	Iteration 10Q: 3 clusters Score -412314.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -412358.968750 Penalty: 2922.136475
	Iteration 11Q: 3 clusters Score -412359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -412364.687500 Penalty: 2922.136475
	Iteration 12Q: 3 clusters Score -412364.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -412367.781250 Penalty: 2922.136475
	Iteration 13Q: 3 clusters Score -412367.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -412368.375000 Penalty: 2922.136475
	Iteration 14Q: 3 clusters Score -412368.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -412367.875000 Penalty: 2922.136475
	Iteration 15Q: 3 clusters Score -412367.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -412367.875000 Penalty: 2922.136475
	Iteration 16F: 3 clusters Score -412367.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 57507 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 4 contains 4778 members 
Mstep: Class 5 contains 4072 members 
Mstep: Class 6 contains 16824 members 
Mstep: Class 7 contains 5289 members 
Mstep: Class 8 contains 79603 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 318232 members 
Mstep: Class 11 contains 25599 members 
Mstep: Class 12 contains 4197 members 
Mstep: Class 13 contains 28157 members 
Mstep: Class 14 contains 9817 members 
Mstep: Class 15 contains 7183 members 
Mstep: Class 16 contains 13931 members 
Mstep: Class 17 contains 71293 members 
Mstep: Class 18 contains 3254 members 
Mstep: Class 19 contains 4971 members 
Mstep: Class 20 contains 38460 members 
Entering Unmasked Estep 
Score: -35886576.000000 Penalty: 43791.019531
Splitting cluster 4 changes total score from -35880300.000000 to -35886576.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 6 (16824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Entering Unmasked Estep 
Score: -890610.500000 Penalty: 1581.216187
	Iteration 0F: 2 clusters Score -890610.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -879164.000000 Penalty: 3162.432373
	Iteration 0F: 3 clusters Score -879164 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -883206.312500 Penalty: 3162.432373
	Iteration 1F: 3 clusters Score -883206.3 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -883654.687500 Penalty: 3162.432373
	Iteration 2F: 3 clusters Score -883654.7 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -884122.875000 Penalty: 3162.432373
	Iteration 3F: 3 clusters Score -884122.9 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -884672.312500 Penalty: 3162.432373
	Iteration 4F: 3 clusters Score -884672.3 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -885360.562500 Penalty: 3162.432373
	Iteration 5F: 3 clusters Score -885360.6 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -886181.250000 Penalty: 3162.432373
	Iteration 6F: 3 clusters Score -886181.2 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -887001.000000 Penalty: 3162.432373
	Iteration 7F: 3 clusters Score -887001 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -887594.437500 Penalty: 3162.432373
	Iteration 8F: 3 clusters Score -887594.4 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -887885.250000 Penalty: 3162.432373
	Iteration 9Q: 3 clusters Score -887885.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -888053.312500 Penalty: 3162.432373
	Iteration 10Q: 3 clusters Score -888053.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -888148.375000 Penalty: 3162.432373
	Iteration 11Q: 3 clusters Score -888148.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -888221.750000 Penalty: 3162.432373
	Iteration 12Q: 3 clusters Score -888221.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -888275.625000 Penalty: 3162.432373
	Iteration 13Q: 3 clusters Score -888275.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -888323.437500 Penalty: 3162.432373
	Iteration 14Q: 3 clusters Score -888323.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -888382.562500 Penalty: 3162.432373
	Iteration 15Q: 3 clusters Score -888382.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -888437.562500 Penalty: 3162.432373
	Iteration 16Q: 3 clusters Score -888437.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -888494.562500 Penalty: 3162.432373
	Iteration 17Q: 3 clusters Score -888494.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -888545.625000 Penalty: 3162.432373
	Iteration 18Q: 3 clusters Score -888545.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -888604.375000 Penalty: 3162.432373
	Iteration 19Q: 3 clusters Score -888604.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -888657.937500 Penalty: 3162.432373
	Iteration 20F: 3 clusters Score -888657.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -888703.000000 Penalty: 3162.432373
	Iteration 21Q: 3 clusters Score -888703 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -888736.812500 Penalty: 3162.432373
	Iteration 22Q: 3 clusters Score -888736.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -888782.062500 Penalty: 3162.432373
	Iteration 23Q: 3 clusters Score -888782.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -888819.375000 Penalty: 3162.432373
	Iteration 24Q: 3 clusters Score -888819.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -888865.687500 Penalty: 3162.432373
	Iteration 25Q: 3 clusters Score -888865.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -888911.562500 Penalty: 3162.432373
	Iteration 26Q: 3 clusters Score -888911.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -888938.875000 Penalty: 3162.432373
	Iteration 27Q: 3 clusters Score -888938.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -888956.562500 Penalty: 3162.432373
	Iteration 28Q: 3 clusters Score -888956.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -888978.562500 Penalty: 3162.432373
	Iteration 29Q: 3 clusters Score -888978.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -888997.875000 Penalty: 3162.432373
	Iteration 30Q: 3 clusters Score -888997.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -889008.437500 Penalty: 3162.432373
	Iteration 31Q: 3 clusters Score -889008.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -889030.375000 Penalty: 3162.432373
	Iteration 32Q: 3 clusters Score -889030.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -889045.625000 Penalty: 3162.432373
	Iteration 33Q: 3 clusters Score -889045.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -889051.875000 Penalty: 3162.432373
	Iteration 34Q: 3 clusters Score -889051.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -889054.687500 Penalty: 3162.432373
	Iteration 35Q: 3 clusters Score -889054.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -889057.250000 Penalty: 3162.432373
	Iteration 36Q: 3 clusters Score -889057.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -889062.562500 Penalty: 3162.432373
	Iteration 37Q: 3 clusters Score -889062.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -889066.375000 Penalty: 3162.432373
	Iteration 38Q: 3 clusters Score -889066.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -889070.875000 Penalty: 3162.432373
	Iteration 39Q: 3 clusters Score -889070.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -889077.125000 Penalty: 3162.432373
	Iteration 40F: 3 clusters Score -889077.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -889079.750000 Penalty: 3162.432373
	Iteration 41Q: 3 clusters Score -889079.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -889080.875000 Penalty: 3162.432373
	Iteration 42Q: 3 clusters Score -889080.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -889083.687500 Penalty: 3162.432373
	Iteration 43Q: 3 clusters Score -889083.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -889083.500000 Penalty: 3162.432373
	Iteration 44Q: 3 clusters Score -889083.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -889085.875000 Penalty: 3162.432373
	Iteration 45Q: 3 clusters Score -889085.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -889090.812500 Penalty: 3162.432373
	Iteration 46Q: 3 clusters Score -889090.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -889093.000000 Penalty: 3162.432373
	Iteration 47Q: 3 clusters Score -889093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -889090.875000 Penalty: 3162.432373
	Iteration 48Q: 3 clusters Score -889090.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -889093.375000 Penalty: 3162.432373
	Iteration 49Q: 3 clusters Score -889093.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -889096.812500 Penalty: 3162.432373
	Iteration 50Q: 3 clusters Score -889096.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -889098.687500 Penalty: 3162.432373
	Iteration 51Q: 3 clusters Score -889098.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -889097.875000 Penalty: 3162.432373
	Iteration 52Q: 3 clusters Score -889097.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -889100.250000 Penalty: 3162.432373
	Iteration 53Q: 3 clusters Score -889100.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -889098.875000 Penalty: 3162.432373
	Iteration 54Q: 3 clusters Score -889098.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -889099.562500 Penalty: 3162.432373
	Iteration 55Q: 3 clusters Score -889099.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -889101.625000 Penalty: 3162.432373
	Iteration 56Q: 3 clusters Score -889101.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -889102.625000 Penalty: 3162.432373
	Iteration 57Q: 3 clusters Score -889102.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -889104.250000 Penalty: 3162.432373
	Iteration 58Q: 3 clusters Score -889104.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -889107.437500 Penalty: 3162.432373
	Iteration 59Q: 3 clusters Score -889107.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -889105.812500 Penalty: 3162.432373
	Iteration 60F: 3 clusters Score -889105.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -889107.937500 Penalty: 3162.432373
	Iteration 61Q: 3 clusters Score -889107.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -889106.937500 Penalty: 3162.432373
	Iteration 62Q: 3 clusters Score -889106.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -889109.375000 Penalty: 3162.432373
	Iteration 63Q: 3 clusters Score -889109.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -889108.125000 Penalty: 3162.432373
	Iteration 64Q: 3 clusters Score -889108.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -889114.437500 Penalty: 3162.432373
	Iteration 65Q: 3 clusters Score -889114.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -889119.562500 Penalty: 3162.432373
	Iteration 66Q: 3 clusters Score -889119.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -889121.875000 Penalty: 3162.432373
	Iteration 67Q: 3 clusters Score -889121.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -889122.937500 Penalty: 3162.432373
	Iteration 68Q: 3 clusters Score -889122.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -889126.500000 Penalty: 3162.432373
	Iteration 69Q: 3 clusters Score -889126.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -889132.937500 Penalty: 3162.432373
	Iteration 70Q: 3 clusters Score -889132.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -889138.812500 Penalty: 3162.432373
	Iteration 71Q: 3 clusters Score -889138.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -889139.437500 Penalty: 3162.432373
	Iteration 72Q: 3 clusters Score -889139.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -889140.375000 Penalty: 3162.432373
	Iteration 73Q: 3 clusters Score -889140.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -889144.750000 Penalty: 3162.432373
	Iteration 74Q: 3 clusters Score -889144.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -889145.187500 Penalty: 3162.432373
	Iteration 75Q: 3 clusters Score -889145.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -889146.500000 Penalty: 3162.432373
	Iteration 76Q: 3 clusters Score -889146.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -889148.187500 Penalty: 3162.432373
	Iteration 77Q: 3 clusters Score -889148.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -889149.937500 Penalty: 3162.432373
	Iteration 78Q: 3 clusters Score -889149.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -889151.437500 Penalty: 3162.432373
	Iteration 79Q: 3 clusters Score -889151.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -889152.312500 Penalty: 3162.432373
	Iteration 80F: 3 clusters Score -889152.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -889152.000000 Penalty: 3162.432373
	Iteration 81Q: 3 clusters Score -889152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -889152.875000 Penalty: 3162.432373
	Iteration 82Q: 3 clusters Score -889152.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -889151.062500 Penalty: 3162.432373
	Iteration 83Q: 3 clusters Score -889151.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -889151.500000 Penalty: 3162.432373
	Iteration 84Q: 3 clusters Score -889151.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -889152.375000 Penalty: 3162.432373
	Iteration 85Q: 3 clusters Score -889152.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -889153.562500 Penalty: 3162.432373
	Iteration 86Q: 3 clusters Score -889153.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -889155.375000 Penalty: 3162.432373
	Iteration 87Q: 3 clusters Score -889155.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -889156.312500 Penalty: 3162.432373
	Iteration 88Q: 3 clusters Score -889156.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -889153.687500 Penalty: 3162.432373
	Iteration 89Q: 3 clusters Score -889153.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -889157.250000 Penalty: 3162.432373
	Iteration 90Q: 3 clusters Score -889157.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -889158.187500 Penalty: 3162.432373
	Iteration 91Q: 3 clusters Score -889158.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -889157.500000 Penalty: 3162.432373
	Iteration 92Q: 3 clusters Score -889157.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -889158.375000 Penalty: 3162.432373
	Iteration 93Q: 3 clusters Score -889158.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -889157.687500 Penalty: 3162.432373
	Iteration 94Q: 3 clusters Score -889157.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -889158.375000 Penalty: 3162.432373
	Iteration 95Q: 3 clusters Score -889158.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -889158.750000 Penalty: 3162.432373
	Iteration 96Q: 3 clusters Score -889158.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -889159.812500 Penalty: 3162.432373
	Iteration 97Q: 3 clusters Score -889159.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -889162.250000 Penalty: 3162.432373
	Iteration 98Q: 3 clusters Score -889162.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -889163.625000 Penalty: 3162.432373
	Iteration 99Q: 3 clusters Score -889163.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -889166.562500 Penalty: 3162.432373
	Iteration 100F: 3 clusters Score -889166.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -889168.187500 Penalty: 3162.432373
	Iteration 101Q: 3 clusters Score -889168.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -889168.437500 Penalty: 3162.432373
	Iteration 102Q: 3 clusters Score -889168.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -889173.562500 Penalty: 3162.432373
	Iteration 103Q: 3 clusters Score -889173.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -889173.875000 Penalty: 3162.432373
	Iteration 104Q: 3 clusters Score -889173.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -889177.562500 Penalty: 3162.432373
	Iteration 105Q: 3 clusters Score -889177.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -889177.437500 Penalty: 3162.432373
	Iteration 106Q: 3 clusters Score -889177.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -889179.375000 Penalty: 3162.432373
	Iteration 107Q: 3 clusters Score -889179.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -889182.000000 Penalty: 3162.432373
	Iteration 108Q: 3 clusters Score -889182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -889181.750000 Penalty: 3162.432373
	Iteration 109Q: 3 clusters Score -889181.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -889182.500000 Penalty: 3162.432373
	Iteration 110Q: 3 clusters Score -889182.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -889183.125000 Penalty: 3162.432373
	Iteration 111Q: 3 clusters Score -889183.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -889185.437500 Penalty: 3162.432373
	Iteration 112Q: 3 clusters Score -889185.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -889185.937500 Penalty: 3162.432373
	Iteration 113Q: 3 clusters Score -889185.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -889185.437500 Penalty: 3162.432373
	Iteration 114Q: 3 clusters Score -889185.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -889185.437500 Penalty: 3162.432373
	Iteration 115F: 3 clusters Score -889185.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Entering Unmasked Estep 
Score: -239266.250000 Penalty: 1393.174927
	Iteration 0F: 2 clusters Score -239266.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -235111.281250 Penalty: 2786.349854
	Iteration 0F: 3 clusters Score -235111.3 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -236423.593750 Penalty: 2786.349854
	Iteration 1F: 3 clusters Score -236423.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -236776.281250 Penalty: 2786.349854
	Iteration 2F: 3 clusters Score -236776.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -237065.078125 Penalty: 2786.349854
	Iteration 3F: 3 clusters Score -237065.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -237296.406250 Penalty: 2786.349854
	Iteration 4F: 3 clusters Score -237296.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -237470.250000 Penalty: 2786.349854
	Iteration 5F: 3 clusters Score -237470.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -237634.640625 Penalty: 2786.349854
	Iteration 6Q: 3 clusters Score -237634.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -237767.687500 Penalty: 2786.349854
	Iteration 7Q: 3 clusters Score -237767.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -237896.171875 Penalty: 2786.349854
	Iteration 8Q: 3 clusters Score -237896.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -238001.843750 Penalty: 2786.349854
	Iteration 9Q: 3 clusters Score -238001.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -238099.078125 Penalty: 2786.349854
	Iteration 10Q: 3 clusters Score -238099.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -238178.468750 Penalty: 2786.349854
	Iteration 11Q: 3 clusters Score -238178.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -238247.656250 Penalty: 2786.349854
	Iteration 12Q: 3 clusters Score -238247.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -238310.218750 Penalty: 2786.349854
	Iteration 13Q: 3 clusters Score -238310.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -238361.484375 Penalty: 2786.349854
	Iteration 14Q: 3 clusters Score -238361.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -238397.953125 Penalty: 2786.349854
	Iteration 15Q: 3 clusters Score -238398 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -238429.687500 Penalty: 2786.349854
	Iteration 16Q: 3 clusters Score -238429.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -238458.421875 Penalty: 2786.349854
	Iteration 17Q: 3 clusters Score -238458.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -238490.812500 Penalty: 2786.349854
	Iteration 18Q: 3 clusters Score -238490.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -238517.234375 Penalty: 2786.349854
	Iteration 19Q: 3 clusters Score -238517.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -238538.937500 Penalty: 2786.349854
	Iteration 20F: 3 clusters Score -238538.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -238560.890625 Penalty: 2786.349854
	Iteration 21Q: 3 clusters Score -238560.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -238578.531250 Penalty: 2786.349854
	Iteration 22Q: 3 clusters Score -238578.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -238598.062500 Penalty: 2786.349854
	Iteration 23Q: 3 clusters Score -238598.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -238619.609375 Penalty: 2786.349854
	Iteration 24Q: 3 clusters Score -238619.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -238642.406250 Penalty: 2786.349854
	Iteration 25Q: 3 clusters Score -238642.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -238656.500000 Penalty: 2786.349854
	Iteration 26Q: 3 clusters Score -238656.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -238670.953125 Penalty: 2786.349854
	Iteration 27Q: 3 clusters Score -238671 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -238682.843750 Penalty: 2786.349854
	Iteration 28Q: 3 clusters Score -238682.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -238692.656250 Penalty: 2786.349854
	Iteration 29Q: 3 clusters Score -238692.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -238702.484375 Penalty: 2786.349854
	Iteration 30Q: 3 clusters Score -238702.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -238712.093750 Penalty: 2786.349854
	Iteration 31Q: 3 clusters Score -238712.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -238725.109375 Penalty: 2786.349854
	Iteration 32Q: 3 clusters Score -238725.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -238735.468750 Penalty: 2786.349854
	Iteration 33Q: 3 clusters Score -238735.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -238745.625000 Penalty: 2786.349854
	Iteration 34Q: 3 clusters Score -238745.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -238752.109375 Penalty: 2786.349854
	Iteration 35Q: 3 clusters Score -238752.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -238759.625000 Penalty: 2786.349854
	Iteration 36Q: 3 clusters Score -238759.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -238768.859375 Penalty: 2786.349854
	Iteration 37Q: 3 clusters Score -238768.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -238782.890625 Penalty: 2786.349854
	Iteration 38Q: 3 clusters Score -238782.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -238791.671875 Penalty: 2786.349854
	Iteration 39Q: 3 clusters Score -238791.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -238798.453125 Penalty: 2786.349854
	Iteration 40F: 3 clusters Score -238798.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -238802.484375 Penalty: 2786.349854
	Iteration 41Q: 3 clusters Score -238802.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -238805.984375 Penalty: 2786.349854
	Iteration 42Q: 3 clusters Score -238806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -238809.109375 Penalty: 2786.349854
	Iteration 43Q: 3 clusters Score -238809.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -238811.921875 Penalty: 2786.349854
	Iteration 44Q: 3 clusters Score -238811.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -238816.390625 Penalty: 2786.349854
	Iteration 45Q: 3 clusters Score -238816.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -238820.875000 Penalty: 2786.349854
	Iteration 46Q: 3 clusters Score -238820.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -238824.921875 Penalty: 2786.349854
	Iteration 47Q: 3 clusters Score -238824.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -238829.921875 Penalty: 2786.349854
	Iteration 48Q: 3 clusters Score -238829.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -238836.453125 Penalty: 2786.349854
	Iteration 49Q: 3 clusters Score -238836.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -238842.593750 Penalty: 2786.349854
	Iteration 50Q: 3 clusters Score -238842.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -238844.890625 Penalty: 2786.349854
	Iteration 51Q: 3 clusters Score -238844.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -238846.171875 Penalty: 2786.349854
	Iteration 52Q: 3 clusters Score -238846.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -238846.750000 Penalty: 2786.349854
	Iteration 53Q: 3 clusters Score -238846.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -238846.750000 Penalty: 2786.349854
	Iteration 54F: 3 clusters Score -238846.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (79603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79603 members 
Entering Unmasked Estep 
Score: -4183961.750000 Penalty: 1833.781128
	Iteration 0F: 2 clusters Score -4183962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -4130517.000000 Penalty: 3667.562256
	Iteration 0F: 3 clusters Score -4130517 nChanged 38088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -4152487.000000 Penalty: 3667.562256
	Iteration 1F: 3 clusters Score -4152487 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -4153267.000000 Penalty: 3667.562256
	Iteration 2Q: 3 clusters Score -4153267 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -4154405.750000 Penalty: 3667.562256
	Iteration 3Q: 3 clusters Score -4154406 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
Score: -4156175.750000 Penalty: 3667.562256
	Iteration 4Q: 3 clusters Score -4156176 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -4159182.500000 Penalty: 3667.562256
	Iteration 5F: 3 clusters Score -4159182 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 59470 members 
Entering Unmasked Estep 
Score: -4163843.500000 Penalty: 3667.562256
	Iteration 6F: 3 clusters Score -4163844 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 66111 members 
Entering Unmasked Estep 
Score: -4169960.250000 Penalty: 3667.562256
	Iteration 7F: 3 clusters Score -4169960 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 72007 members 
Entering Unmasked Estep 
Score: -4175626.500000 Penalty: 3667.562256
	Iteration 8F: 3 clusters Score -4175626 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 75981 members 
Entering Unmasked Estep 
Score: -4179359.250000 Penalty: 3667.562256
	Iteration 9Q: 3 clusters Score -4179359 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 77927 members 
Entering Unmasked Estep 
Score: -4181055.750000 Penalty: 3667.562256
	Iteration 10Q: 3 clusters Score -4181056 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 78760 members 
Entering Unmasked Estep 
Score: -4181762.500000 Penalty: 3667.562256
	Iteration 11Q: 3 clusters Score -4181762 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 79115 members 
Entering Unmasked Estep 
Score: -4182082.000000 Penalty: 3667.562256
	Iteration 12Q: 3 clusters Score -4182082 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 79245 members 
Entering Unmasked Estep 
Score: -4182222.250000 Penalty: 3667.562256
	Iteration 13Q: 3 clusters Score -4182222 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 79298 members 
Entering Unmasked Estep 
Score: -4182290.250000 Penalty: 3667.562256
	Iteration 14Q: 3 clusters Score -4182290 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 79321 members 
Entering Unmasked Estep 
Score: -4182329.250000 Penalty: 3667.562256
	Iteration 15Q: 3 clusters Score -4182329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 79348 members 
Entering Unmasked Estep 
Score: -4182366.250000 Penalty: 3667.562256
	Iteration 16Q: 3 clusters Score -4182366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 79357 members 
Entering Unmasked Estep 
Score: -4182383.000000 Penalty: 3667.562256
	Iteration 17Q: 3 clusters Score -4182383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 79366 members 
Entering Unmasked Estep 
Score: -4182398.500000 Penalty: 3667.562256
	Iteration 18Q: 3 clusters Score -4182398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 79371 members 
Entering Unmasked Estep 
Score: -4182403.000000 Penalty: 3667.562256
	Iteration 19Q: 3 clusters Score -4182403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 79369 members 
Entering Unmasked Estep 
Score: -4182406.750000 Penalty: 3667.562256
	Iteration 20F: 3 clusters Score -4182407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 79370 members 
Entering Unmasked Estep 
Score: -4182413.250000 Penalty: 3667.562256
	Iteration 21Q: 3 clusters Score -4182413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -4182414.500000 Penalty: 3667.562256
	Iteration 22Q: 3 clusters Score -4182414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 79365 members 
Entering Unmasked Estep 
Score: -4182414.000000 Penalty: 3667.562256
	Iteration 23Q: 3 clusters Score -4182414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 79365 members 
Entering Unmasked Estep 
Score: -4182414.000000 Penalty: 3667.562256
	Iteration 24F: 3 clusters Score -4182414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (318232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318232 members 
Entering Unmasked Estep 
Score: -16899622.000000 Penalty: 2058.962158
	Iteration 0F: 2 clusters Score -1.689962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159114 members 
Mstep: Class 2 contains 159118 members 
Entering Unmasked Estep 
Score: -16684622.000000 Penalty: 4117.924316
	Iteration 0F: 3 clusters Score -1.668462e+07 nChanged 155162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156450 members 
Mstep: Class 2 contains 161782 members 
Entering Unmasked Estep 
Score: -16778570.000000 Penalty: 4117.924316
	Iteration 1F: 3 clusters Score -1.677857e+07 nChanged 11769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153711 members 
Mstep: Class 2 contains 164521 members 
Entering Unmasked Estep 
Score: -16782652.000000 Penalty: 4117.924316
	Iteration 2Q: 3 clusters Score -1.678265e+07 nChanged 14971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149424 members 
Mstep: Class 2 contains 168808 members 
Entering Unmasked Estep 
Score: -16789314.000000 Penalty: 4117.924316
	Iteration 3Q: 3 clusters Score -1.678931e+07 nChanged 18903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143451 members 
Mstep: Class 2 contains 174781 members 
Entering Unmasked Estep 
Score: -16801024.000000 Penalty: 4117.924316
	Iteration 4F: 3 clusters Score -1.680102e+07 nChanged 22479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137006 members 
Mstep: Class 2 contains 181226 members 
Entering Unmasked Estep 
Score: -16816668.000000 Penalty: 4117.924316
	Iteration 5F: 3 clusters Score -1.681667e+07 nChanged 23365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132905 members 
Mstep: Class 2 contains 185327 members 
Entering Unmasked Estep 
Score: -16834808.000000 Penalty: 4117.924316
	Iteration 6F: 3 clusters Score -1.683481e+07 nChanged 22054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133723 members 
Mstep: Class 2 contains 184509 members 
Entering Unmasked Estep 
Score: -16852558.000000 Penalty: 4117.924316
	Iteration 7F: 3 clusters Score -1.685256e+07 nChanged 19666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139109 members 
Mstep: Class 2 contains 179123 members 
Entering Unmasked Estep 
Score: -16868604.000000 Penalty: 4117.924316
	Iteration 8F: 3 clusters Score -1.68686e+07 nChanged 16398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145673 members 
Mstep: Class 2 contains 172559 members 
Entering Unmasked Estep 
Score: -16880274.000000 Penalty: 4117.924316
	Iteration 9F: 3 clusters Score -1.688027e+07 nChanged 11885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150630 members 
Mstep: Class 2 contains 167602 members 
Entering Unmasked Estep 
Score: -16886844.000000 Penalty: 4117.924316
	Iteration 10Q: 3 clusters Score -1.688684e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153447 members 
Mstep: Class 2 contains 164785 members 
Entering Unmasked Estep 
Score: -16889728.000000 Penalty: 4117.924316
	Iteration 11Q: 3 clusters Score -1.688973e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154968 members 
Mstep: Class 2 contains 163264 members 
Entering Unmasked Estep 
Score: -16891176.000000 Penalty: 4117.924316
	Iteration 12Q: 3 clusters Score -1.689118e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155849 members 
Mstep: Class 2 contains 162383 members 
Entering Unmasked Estep 
Score: -16892166.000000 Penalty: 4117.924316
	Iteration 13Q: 3 clusters Score -1.689217e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156306 members 
Mstep: Class 2 contains 161926 members 
Entering Unmasked Estep 
Score: -16892648.000000 Penalty: 4117.924316
	Iteration 14Q: 3 clusters Score -1.689265e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156531 members 
Mstep: Class 2 contains 161701 members 
Entering Unmasked Estep 
Score: -16893050.000000 Penalty: 4117.924316
	Iteration 15Q: 3 clusters Score -1.689305e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156573 members 
Mstep: Class 2 contains 161659 members 
Entering Unmasked Estep 
Score: -16893190.000000 Penalty: 4117.924316
	Iteration 16Q: 3 clusters Score -1.689319e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156451 members 
Mstep: Class 2 contains 161781 members 
Entering Unmasked Estep 
Score: -16893310.000000 Penalty: 4117.924316
	Iteration 17Q: 3 clusters Score -1.689331e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156243 members 
Mstep: Class 2 contains 161989 members 
Entering Unmasked Estep 
Score: -16893380.000000 Penalty: 4117.924316
	Iteration 18Q: 3 clusters Score -1.689338e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156004 members 
Mstep: Class 2 contains 162228 members 
Entering Unmasked Estep 
Score: -16893508.000000 Penalty: 4117.924316
	Iteration 19Q: 3 clusters Score -1.689351e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155750 members 
Mstep: Class 2 contains 162482 members 
Entering Unmasked Estep 
Score: -16893584.000000 Penalty: 4117.924316
	Iteration 20F: 3 clusters Score -1.689358e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155455 members 
Mstep: Class 2 contains 162777 members 
Entering Unmasked Estep 
Score: -16893560.000000 Penalty: 4117.924316
	Iteration 21Q: 3 clusters Score -1.689356e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155100 members 
Mstep: Class 2 contains 163132 members 
Entering Unmasked Estep 
Score: -16893646.000000 Penalty: 4117.924316
	Iteration 22Q: 3 clusters Score -1.689365e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154687 members 
Mstep: Class 2 contains 163545 members 
Entering Unmasked Estep 
Score: -16893768.000000 Penalty: 4117.924316
	Iteration 23Q: 3 clusters Score -1.689377e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154267 members 
Mstep: Class 2 contains 163965 members 
Entering Unmasked Estep 
Score: -16893814.000000 Penalty: 4117.924316
	Iteration 24Q: 3 clusters Score -1.689381e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153876 members 
Mstep: Class 2 contains 164356 members 
Entering Unmasked Estep 
Score: -16893838.000000 Penalty: 4117.924316
	Iteration 25Q: 3 clusters Score -1.689384e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153455 members 
Mstep: Class 2 contains 164777 members 
Entering Unmasked Estep 
Score: -16893820.000000 Penalty: 4117.924316
	Iteration 26Q: 3 clusters Score -1.689382e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152984 members 
Mstep: Class 2 contains 165248 members 
Entering Unmasked Estep 
Score: -16893938.000000 Penalty: 4117.924316
	Iteration 27Q: 3 clusters Score -1.689394e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152489 members 
Mstep: Class 2 contains 165743 members 
Entering Unmasked Estep 
Score: -16893940.000000 Penalty: 4117.924316
	Iteration 28Q: 3 clusters Score -1.689394e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151959 members 
Mstep: Class 2 contains 166273 members 
Entering Unmasked Estep 
Score: -16893942.000000 Penalty: 4117.924316
	Iteration 29Q: 3 clusters Score -1.689394e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151358 members 
Mstep: Class 2 contains 166874 members 
Entering Unmasked Estep 
Score: -16893986.000000 Penalty: 4117.924316
	Iteration 30Q: 3 clusters Score -1.689399e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150763 members 
Mstep: Class 2 contains 167469 members 
Entering Unmasked Estep 
Score: -16894094.000000 Penalty: 4117.924316
	Iteration 31Q: 3 clusters Score -1.689409e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150098 members 
Mstep: Class 2 contains 168134 members 
Entering Unmasked Estep 
Score: -16894146.000000 Penalty: 4117.924316
	Iteration 32Q: 3 clusters Score -1.689415e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149417 members 
Mstep: Class 2 contains 168815 members 
Entering Unmasked Estep 
Score: -16894172.000000 Penalty: 4117.924316
	Iteration 33Q: 3 clusters Score -1.689417e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148672 members 
Mstep: Class 2 contains 169560 members 
Entering Unmasked Estep 
Score: -16894226.000000 Penalty: 4117.924316
	Iteration 34Q: 3 clusters Score -1.689423e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147816 members 
Mstep: Class 2 contains 170416 members 
Entering Unmasked Estep 
Score: -16894268.000000 Penalty: 4117.924316
	Iteration 35Q: 3 clusters Score -1.689427e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146847 members 
Mstep: Class 2 contains 171385 members 
Entering Unmasked Estep 
Score: -16894364.000000 Penalty: 4117.924316
	Iteration 36Q: 3 clusters Score -1.689436e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145758 members 
Mstep: Class 2 contains 172474 members 
Entering Unmasked Estep 
Score: -16894530.000000 Penalty: 4117.924316
	Iteration 37Q: 3 clusters Score -1.689453e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144570 members 
Mstep: Class 2 contains 173662 members 
Entering Unmasked Estep 
Score: -16894764.000000 Penalty: 4117.924316
	Iteration 38Q: 3 clusters Score -1.689476e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143280 members 
Mstep: Class 2 contains 174952 members 
Entering Unmasked Estep 
Score: -16894970.000000 Penalty: 4117.924316
	Iteration 39Q: 3 clusters Score -1.689497e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141900 members 
Mstep: Class 2 contains 176332 members 
Entering Unmasked Estep 
Score: -16895304.000000 Penalty: 4117.924316
	Iteration 40F: 3 clusters Score -1.68953e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140422 members 
Mstep: Class 2 contains 177810 members 
Entering Unmasked Estep 
Score: -16895570.000000 Penalty: 4117.924316
	Iteration 41Q: 3 clusters Score -1.689557e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138839 members 
Mstep: Class 2 contains 179393 members 
Entering Unmasked Estep 
Score: -16895984.000000 Penalty: 4117.924316
	Iteration 42Q: 3 clusters Score -1.689598e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137147 members 
Mstep: Class 2 contains 181085 members 
Entering Unmasked Estep 
Score: -16896490.000000 Penalty: 4117.924316
	Iteration 43Q: 3 clusters Score -1.689649e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135391 members 
Mstep: Class 2 contains 182841 members 
Entering Unmasked Estep 
Score: -16896918.000000 Penalty: 4117.924316
	Iteration 44Q: 3 clusters Score -1.689692e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133600 members 
Mstep: Class 2 contains 184632 members 
Entering Unmasked Estep 
Score: -16897404.000000 Penalty: 4117.924316
	Iteration 45Q: 3 clusters Score -1.68974e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131745 members 
Mstep: Class 2 contains 186487 members 
Entering Unmasked Estep 
Score: -16897854.000000 Penalty: 4117.924316
	Iteration 46Q: 3 clusters Score -1.689785e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129926 members 
Mstep: Class 2 contains 188306 members 
Entering Unmasked Estep 
Score: -16898288.000000 Penalty: 4117.924316
	Iteration 47Q: 3 clusters Score -1.689829e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128156 members 
Mstep: Class 2 contains 190076 members 
Entering Unmasked Estep 
Score: -16898660.000000 Penalty: 4117.924316
	Iteration 48Q: 3 clusters Score -1.689866e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126559 members 
Mstep: Class 2 contains 191673 members 
Entering Unmasked Estep 
Score: -16898872.000000 Penalty: 4117.924316
	Iteration 49Q: 3 clusters Score -1.689887e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125006 members 
Mstep: Class 2 contains 193226 members 
Entering Unmasked Estep 
Score: -16899096.000000 Penalty: 4117.924316
	Iteration 50Q: 3 clusters Score -1.68991e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123596 members 
Mstep: Class 2 contains 194636 members 
Entering Unmasked Estep 
Score: -16899306.000000 Penalty: 4117.924316
	Iteration 51Q: 3 clusters Score -1.689931e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122239 members 
Mstep: Class 2 contains 195993 members 
Entering Unmasked Estep 
Score: -16899414.000000 Penalty: 4117.924316
	Iteration 52Q: 3 clusters Score -1.689941e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120974 members 
Mstep: Class 2 contains 197258 members 
Entering Unmasked Estep 
Score: -16899524.000000 Penalty: 4117.924316
	Iteration 53Q: 3 clusters Score -1.689952e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119795 members 
Mstep: Class 2 contains 198437 members 
Entering Unmasked Estep 
Score: -16899582.000000 Penalty: 4117.924316
	Iteration 54Q: 3 clusters Score -1.689958e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118698 members 
Mstep: Class 2 contains 199534 members 
Entering Unmasked Estep 
Score: -16899628.000000 Penalty: 4117.924316
	Iteration 55Q: 3 clusters Score -1.689963e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117673 members 
Mstep: Class 2 contains 200559 members 
Entering Unmasked Estep 
Score: -16899722.000000 Penalty: 4117.924316
	Iteration 56Q: 3 clusters Score -1.689972e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116747 members 
Mstep: Class 2 contains 201485 members 
Entering Unmasked Estep 
Score: -16899758.000000 Penalty: 4117.924316
	Iteration 57Q: 3 clusters Score -1.689976e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115818 members 
Mstep: Class 2 contains 202414 members 
Entering Unmasked Estep 
Score: -16899844.000000 Penalty: 4117.924316
	Iteration 58Q: 3 clusters Score -1.689984e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114961 members 
Mstep: Class 2 contains 203271 members 
Entering Unmasked Estep 
Score: -16899930.000000 Penalty: 4117.924316
	Iteration 59Q: 3 clusters Score -1.689993e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114130 members 
Mstep: Class 2 contains 204102 members 
Entering Unmasked Estep 
Score: -16900000.000000 Penalty: 4117.924316
	Iteration 60F: 3 clusters Score -1.69e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113332 members 
Mstep: Class 2 contains 204900 members 
Entering Unmasked Estep 
Score: -16900022.000000 Penalty: 4117.924316
	Iteration 61Q: 3 clusters Score -1.690002e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112566 members 
Mstep: Class 2 contains 205666 members 
Entering Unmasked Estep 
Score: -16900062.000000 Penalty: 4117.924316
	Iteration 62Q: 3 clusters Score -1.690006e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111828 members 
Mstep: Class 2 contains 206404 members 
Entering Unmasked Estep 
Score: -16900118.000000 Penalty: 4117.924316
	Iteration 63Q: 3 clusters Score -1.690012e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111163 members 
Mstep: Class 2 contains 207069 members 
Entering Unmasked Estep 
Score: -16900168.000000 Penalty: 4117.924316
	Iteration 64Q: 3 clusters Score -1.690017e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110540 members 
Mstep: Class 2 contains 207692 members 
Entering Unmasked Estep 
Score: -16900158.000000 Penalty: 4117.924316
	Iteration 65Q: 3 clusters Score -1.690016e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109958 members 
Mstep: Class 2 contains 208274 members 
Entering Unmasked Estep 
Score: -16900244.000000 Penalty: 4117.924316
	Iteration 66Q: 3 clusters Score -1.690024e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109420 members 
Mstep: Class 2 contains 208812 members 
Entering Unmasked Estep 
Score: -16900234.000000 Penalty: 4117.924316
	Iteration 67Q: 3 clusters Score -1.690023e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108940 members 
Mstep: Class 2 contains 209292 members 
Entering Unmasked Estep 
Score: -16900262.000000 Penalty: 4117.924316
	Iteration 68Q: 3 clusters Score -1.690026e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108504 members 
Mstep: Class 2 contains 209728 members 
Entering Unmasked Estep 
Score: -16900268.000000 Penalty: 4117.924316
	Iteration 69Q: 3 clusters Score -1.690027e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108046 members 
Mstep: Class 2 contains 210186 members 
Entering Unmasked Estep 
Score: -16900336.000000 Penalty: 4117.924316
	Iteration 70Q: 3 clusters Score -1.690034e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107631 members 
Mstep: Class 2 contains 210601 members 
Entering Unmasked Estep 
Score: -16900350.000000 Penalty: 4117.924316
	Iteration 71Q: 3 clusters Score -1.690035e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107234 members 
Mstep: Class 2 contains 210998 members 
Entering Unmasked Estep 
Score: -16900416.000000 Penalty: 4117.924316
	Iteration 72Q: 3 clusters Score -1.690042e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106871 members 
Mstep: Class 2 contains 211361 members 
Entering Unmasked Estep 
Score: -16900404.000000 Penalty: 4117.924316
	Iteration 73Q: 3 clusters Score -1.69004e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106509 members 
Mstep: Class 2 contains 211723 members 
Entering Unmasked Estep 
Score: -16900394.000000 Penalty: 4117.924316
	Iteration 74Q: 3 clusters Score -1.690039e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106188 members 
Mstep: Class 2 contains 212044 members 
Entering Unmasked Estep 
Score: -16900400.000000 Penalty: 4117.924316
	Iteration 75Q: 3 clusters Score -1.69004e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105868 members 
Mstep: Class 2 contains 212364 members 
Entering Unmasked Estep 
Score: -16900428.000000 Penalty: 4117.924316
	Iteration 76Q: 3 clusters Score -1.690043e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105526 members 
Mstep: Class 2 contains 212706 members 
Entering Unmasked Estep 
Score: -16900456.000000 Penalty: 4117.924316
	Iteration 77Q: 3 clusters Score -1.690046e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105227 members 
Mstep: Class 2 contains 213005 members 
Entering Unmasked Estep 
Score: -16900458.000000 Penalty: 4117.924316
	Iteration 78Q: 3 clusters Score -1.690046e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104958 members 
Mstep: Class 2 contains 213274 members 
Entering Unmasked Estep 
Score: -16900472.000000 Penalty: 4117.924316
	Iteration 79Q: 3 clusters Score -1.690047e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104700 members 
Mstep: Class 2 contains 213532 members 
Entering Unmasked Estep 
Score: -16900494.000000 Penalty: 4117.924316
	Iteration 80F: 3 clusters Score -1.690049e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104455 members 
Mstep: Class 2 contains 213777 members 
Entering Unmasked Estep 
Score: -16900504.000000 Penalty: 4117.924316
	Iteration 81Q: 3 clusters Score -1.69005e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104206 members 
Mstep: Class 2 contains 214026 members 
Entering Unmasked Estep 
Score: -16900548.000000 Penalty: 4117.924316
	Iteration 82Q: 3 clusters Score -1.690055e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103991 members 
Mstep: Class 2 contains 214241 members 
Entering Unmasked Estep 
Score: -16900564.000000 Penalty: 4117.924316
	Iteration 83Q: 3 clusters Score -1.690056e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103768 members 
Mstep: Class 2 contains 214464 members 
Entering Unmasked Estep 
Score: -16900562.000000 Penalty: 4117.924316
	Iteration 84Q: 3 clusters Score -1.690056e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103533 members 
Mstep: Class 2 contains 214699 members 
Entering Unmasked Estep 
Score: -16900576.000000 Penalty: 4117.924316
	Iteration 85Q: 3 clusters Score -1.690058e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103300 members 
Mstep: Class 2 contains 214932 members 
Entering Unmasked Estep 
Score: -16900566.000000 Penalty: 4117.924316
	Iteration 86Q: 3 clusters Score -1.690057e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103057 members 
Mstep: Class 2 contains 215175 members 
Entering Unmasked Estep 
Score: -16900590.000000 Penalty: 4117.924316
	Iteration 87Q: 3 clusters Score -1.690059e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102836 members 
Mstep: Class 2 contains 215396 members 
Entering Unmasked Estep 
Score: -16900620.000000 Penalty: 4117.924316
	Iteration 88Q: 3 clusters Score -1.690062e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102628 members 
Mstep: Class 2 contains 215604 members 
Entering Unmasked Estep 
Score: -16900592.000000 Penalty: 4117.924316
	Iteration 89Q: 3 clusters Score -1.690059e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102444 members 
Mstep: Class 2 contains 215788 members 
Entering Unmasked Estep 
Score: -16900586.000000 Penalty: 4117.924316
	Iteration 90Q: 3 clusters Score -1.690059e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102262 members 
Mstep: Class 2 contains 215970 members 
Entering Unmasked Estep 
Score: -16900568.000000 Penalty: 4117.924316
	Iteration 91Q: 3 clusters Score -1.690057e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102089 members 
Mstep: Class 2 contains 216143 members 
Entering Unmasked Estep 
Score: -16900554.000000 Penalty: 4117.924316
	Iteration 92Q: 3 clusters Score -1.690055e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101922 members 
Mstep: Class 2 contains 216310 members 
Entering Unmasked Estep 
Score: -16900566.000000 Penalty: 4117.924316
	Iteration 93Q: 3 clusters Score -1.690057e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101763 members 
Mstep: Class 2 contains 216469 members 
Entering Unmasked Estep 
Score: -16900566.000000 Penalty: 4117.924316
	Iteration 94Q: 3 clusters Score -1.690057e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101617 members 
Mstep: Class 2 contains 216615 members 
Entering Unmasked Estep 
Score: -16900564.000000 Penalty: 4117.924316
	Iteration 95Q: 3 clusters Score -1.690056e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101456 members 
Mstep: Class 2 contains 216776 members 
Entering Unmasked Estep 
Score: -16900546.000000 Penalty: 4117.924316
	Iteration 96Q: 3 clusters Score -1.690055e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101284 members 
Mstep: Class 2 contains 216948 members 
Entering Unmasked Estep 
Score: -16900544.000000 Penalty: 4117.924316
	Iteration 97Q: 3 clusters Score -1.690054e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101121 members 
Mstep: Class 2 contains 217111 members 
Entering Unmasked Estep 
Score: -16900522.000000 Penalty: 4117.924316
	Iteration 98Q: 3 clusters Score -1.690052e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100962 members 
Mstep: Class 2 contains 217270 members 
Entering Unmasked Estep 
Score: -16900516.000000 Penalty: 4117.924316
	Iteration 99Q: 3 clusters Score -1.690052e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100806 members 
Mstep: Class 2 contains 217426 members 
Entering Unmasked Estep 
Score: -16900530.000000 Penalty: 4117.924316
	Iteration 100F: 3 clusters Score -1.690053e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100651 members 
Mstep: Class 2 contains 217581 members 
Entering Unmasked Estep 
Score: -16900522.000000 Penalty: 4117.924316
	Iteration 101Q: 3 clusters Score -1.690052e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100496 members 
Mstep: Class 2 contains 217736 members 
Entering Unmasked Estep 
Score: -16900510.000000 Penalty: 4117.924316
	Iteration 102Q: 3 clusters Score -1.690051e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100354 members 
Mstep: Class 2 contains 217878 members 
Entering Unmasked Estep 
Score: -16900506.000000 Penalty: 4117.924316
	Iteration 103Q: 3 clusters Score -1.690051e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100234 members 
Mstep: Class 2 contains 217998 members 
Entering Unmasked Estep 
Score: -16900480.000000 Penalty: 4117.924316
	Iteration 104Q: 3 clusters Score -1.690048e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100125 members 
Mstep: Class 2 contains 218107 members 
Entering Unmasked Estep 
Score: -16900476.000000 Penalty: 4117.924316
	Iteration 105Q: 3 clusters Score -1.690048e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100003 members 
Mstep: Class 2 contains 218229 members 
Entering Unmasked Estep 
Score: -16900488.000000 Penalty: 4117.924316
	Iteration 106Q: 3 clusters Score -1.690049e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99875 members 
Mstep: Class 2 contains 218357 members 
Entering Unmasked Estep 
Score: -16900514.000000 Penalty: 4117.924316
	Iteration 107Q: 3 clusters Score -1.690051e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99765 members 
Mstep: Class 2 contains 218467 members 
Entering Unmasked Estep 
Score: -16900490.000000 Penalty: 4117.924316
	Iteration 108Q: 3 clusters Score -1.690049e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99643 members 
Mstep: Class 2 contains 218589 members 
Entering Unmasked Estep 
Score: -16900506.000000 Penalty: 4117.924316
	Iteration 109Q: 3 clusters Score -1.690051e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99536 members 
Mstep: Class 2 contains 218696 members 
Entering Unmasked Estep 
Score: -16900490.000000 Penalty: 4117.924316
	Iteration 110Q: 3 clusters Score -1.690049e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99440 members 
Mstep: Class 2 contains 218792 members 
Entering Unmasked Estep 
Score: -16900488.000000 Penalty: 4117.924316
	Iteration 111Q: 3 clusters Score -1.690049e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99346 members 
Mstep: Class 2 contains 218886 members 
Entering Unmasked Estep 
Score: -16900488.000000 Penalty: 4117.924316
	Iteration 112Q: 3 clusters Score -1.690049e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99280 members 
Mstep: Class 2 contains 218952 members 
Entering Unmasked Estep 
Score: -16900502.000000 Penalty: 4117.924316
	Iteration 113Q: 3 clusters Score -1.69005e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99222 members 
Mstep: Class 2 contains 219010 members 
Entering Unmasked Estep 
Score: -16900474.000000 Penalty: 4117.924316
	Iteration 114Q: 3 clusters Score -1.690047e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99173 members 
Mstep: Class 2 contains 219059 members 
Entering Unmasked Estep 
Score: -16900494.000000 Penalty: 4117.924316
	Iteration 115Q: 3 clusters Score -1.690049e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99135 members 
Mstep: Class 2 contains 219097 members 
Entering Unmasked Estep 
Score: -16900498.000000 Penalty: 4117.924316
	Iteration 116Q: 3 clusters Score -1.69005e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99092 members 
Mstep: Class 2 contains 219140 members 
Entering Unmasked Estep 
Score: -16900468.000000 Penalty: 4117.924316
	Iteration 117Q: 3 clusters Score -1.690047e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99054 members 
Mstep: Class 2 contains 219178 members 
Entering Unmasked Estep 
Score: -16900482.000000 Penalty: 4117.924316
	Iteration 118Q: 3 clusters Score -1.690048e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99016 members 
Mstep: Class 2 contains 219216 members 
Entering Unmasked Estep 
Score: -16900476.000000 Penalty: 4117.924316
	Iteration 119Q: 3 clusters Score -1.690048e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98974 members 
Mstep: Class 2 contains 219258 members 
Entering Unmasked Estep 
Score: -16900514.000000 Penalty: 4117.924316
	Iteration 120F: 3 clusters Score -1.690051e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98934 members 
Mstep: Class 2 contains 219298 members 
Entering Unmasked Estep 
Score: -16900490.000000 Penalty: 4117.924316
	Iteration 121Q: 3 clusters Score -1.690049e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98886 members 
Mstep: Class 2 contains 219346 members 
Entering Unmasked Estep 
Score: -16900502.000000 Penalty: 4117.924316
	Iteration 122Q: 3 clusters Score -1.69005e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98832 members 
Mstep: Class 2 contains 219400 members 
Entering Unmasked Estep 
Score: -16900520.000000 Penalty: 4117.924316
	Iteration 123Q: 3 clusters Score -1.690052e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98770 members 
Mstep: Class 2 contains 219462 members 
Entering Unmasked Estep 
Score: -16900494.000000 Penalty: 4117.924316
	Iteration 124Q: 3 clusters Score -1.690049e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98705 members 
Mstep: Class 2 contains 219527 members 
Entering Unmasked Estep 
Score: -16900504.000000 Penalty: 4117.924316
	Iteration 125Q: 3 clusters Score -1.69005e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98631 members 
Mstep: Class 2 contains 219601 members 
Entering Unmasked Estep 
Score: -16900532.000000 Penalty: 4117.924316
	Iteration 126Q: 3 clusters Score -1.690053e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98547 members 
Mstep: Class 2 contains 219685 members 
Entering Unmasked Estep 
Score: -16900536.000000 Penalty: 4117.924316
	Iteration 127Q: 3 clusters Score -1.690054e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98455 members 
Mstep: Class 2 contains 219777 members 
Entering Unmasked Estep 
Score: -16900556.000000 Penalty: 4117.924316
	Iteration 128Q: 3 clusters Score -1.690056e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98353 members 
Mstep: Class 2 contains 219879 members 
Entering Unmasked Estep 
Score: -16900564.000000 Penalty: 4117.924316
	Iteration 129Q: 3 clusters Score -1.690056e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98255 members 
Mstep: Class 2 contains 219977 members 
Entering Unmasked Estep 
Score: -16900566.000000 Penalty: 4117.924316
	Iteration 130Q: 3 clusters Score -1.690057e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98165 members 
Mstep: Class 2 contains 220067 members 
Entering Unmasked Estep 
Score: -16900554.000000 Penalty: 4117.924316
	Iteration 131Q: 3 clusters Score -1.690055e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98066 members 
Mstep: Class 2 contains 220166 members 
Entering Unmasked Estep 
Score: -16900554.000000 Penalty: 4117.924316
	Iteration 132Q: 3 clusters Score -1.690055e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97963 members 
Mstep: Class 2 contains 220269 members 
Entering Unmasked Estep 
Score: -16900558.000000 Penalty: 4117.924316
	Iteration 133Q: 3 clusters Score -1.690056e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97869 members 
Mstep: Class 2 contains 220363 members 
Entering Unmasked Estep 
Score: -16900534.000000 Penalty: 4117.924316
	Iteration 134Q: 3 clusters Score -1.690053e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97776 members 
Mstep: Class 2 contains 220456 members 
Entering Unmasked Estep 
Score: -16900546.000000 Penalty: 4117.924316
	Iteration 135Q: 3 clusters Score -1.690055e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97689 members 
Mstep: Class 2 contains 220543 members 
Entering Unmasked Estep 
Score: -16900552.000000 Penalty: 4117.924316
	Iteration 136Q: 3 clusters Score -1.690055e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97600 members 
Mstep: Class 2 contains 220632 members 
Entering Unmasked Estep 
Score: -16900560.000000 Penalty: 4117.924316
	Iteration 137Q: 3 clusters Score -1.690056e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97506 members 
Mstep: Class 2 contains 220726 members 
Entering Unmasked Estep 
Score: -16900540.000000 Penalty: 4117.924316
	Iteration 138Q: 3 clusters Score -1.690054e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97418 members 
Mstep: Class 2 contains 220814 members 
Entering Unmasked Estep 
Score: -16900518.000000 Penalty: 4117.924316
	Iteration 139Q: 3 clusters Score -1.690052e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97336 members 
Mstep: Class 2 contains 220896 members 
Entering Unmasked Estep 
Score: -16900520.000000 Penalty: 4117.924316
	Iteration 140F: 3 clusters Score -1.690052e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97248 members 
Mstep: Class 2 contains 220984 members 
Entering Unmasked Estep 
Score: -16900564.000000 Penalty: 4117.924316
	Iteration 141Q: 3 clusters Score -1.690056e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97173 members 
Mstep: Class 2 contains 221059 members 
Entering Unmasked Estep 
Score: -16900554.000000 Penalty: 4117.924316
	Iteration 142Q: 3 clusters Score -1.690055e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97109 members 
Mstep: Class 2 contains 221123 members 
Entering Unmasked Estep 
Score: -16900562.000000 Penalty: 4117.924316
	Iteration 143Q: 3 clusters Score -1.690056e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97056 members 
Mstep: Class 2 contains 221176 members 
Entering Unmasked Estep 
Score: -16900542.000000 Penalty: 4117.924316
	Iteration 144Q: 3 clusters Score -1.690054e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97008 members 
Mstep: Class 2 contains 221224 members 
Entering Unmasked Estep 
Score: -16900522.000000 Penalty: 4117.924316
	Iteration 145Q: 3 clusters Score -1.690052e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96955 members 
Mstep: Class 2 contains 221277 members 
Entering Unmasked Estep 
Score: -16900528.000000 Penalty: 4117.924316
	Iteration 146Q: 3 clusters Score -1.690053e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96913 members 
Mstep: Class 2 contains 221319 members 
Entering Unmasked Estep 
Score: -16900518.000000 Penalty: 4117.924316
	Iteration 147Q: 3 clusters Score -1.690052e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96873 members 
Mstep: Class 2 contains 221359 members 
Entering Unmasked Estep 
Score: -16900516.000000 Penalty: 4117.924316
	Iteration 148Q: 3 clusters Score -1.690052e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96836 members 
Mstep: Class 2 contains 221396 members 
Entering Unmasked Estep 
Score: -16900512.000000 Penalty: 4117.924316
	Iteration 149Q: 3 clusters Score -1.690051e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96812 members 
Mstep: Class 2 contains 221420 members 
Entering Unmasked Estep 
Score: -16900510.000000 Penalty: 4117.924316
	Iteration 150Q: 3 clusters Score -1.690051e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96772 members 
Mstep: Class 2 contains 221460 members 
Entering Unmasked Estep 
Score: -16900512.000000 Penalty: 4117.924316
	Iteration 151Q: 3 clusters Score -1.690051e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96736 members 
Mstep: Class 2 contains 221496 members 
Entering Unmasked Estep 
Score: -16900506.000000 Penalty: 4117.924316
	Iteration 152Q: 3 clusters Score -1.690051e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96703 members 
Mstep: Class 2 contains 221529 members 
Entering Unmasked Estep 
Score: -16900520.000000 Penalty: 4117.924316
	Iteration 153Q: 3 clusters Score -1.690052e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96673 members 
Mstep: Class 2 contains 221559 members 
Entering Unmasked Estep 
Score: -16900538.000000 Penalty: 4117.924316
	Iteration 154Q: 3 clusters Score -1.690054e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96643 members 
Mstep: Class 2 contains 221589 members 
Entering Unmasked Estep 
Score: -16900544.000000 Penalty: 4117.924316
	Iteration 155Q: 3 clusters Score -1.690054e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96613 members 
Mstep: Class 2 contains 221619 members 
Entering Unmasked Estep 
Score: -16900538.000000 Penalty: 4117.924316
	Iteration 156Q: 3 clusters Score -1.690054e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96579 members 
Mstep: Class 2 contains 221653 members 
Entering Unmasked Estep 
Score: -16900546.000000 Penalty: 4117.924316
	Iteration 157Q: 3 clusters Score -1.690055e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96541 members 
Mstep: Class 2 contains 221691 members 
Entering Unmasked Estep 
Score: -16900536.000000 Penalty: 4117.924316
	Iteration 158Q: 3 clusters Score -1.690054e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96507 members 
Mstep: Class 2 contains 221725 members 
Entering Unmasked Estep 
Score: -16900550.000000 Penalty: 4117.924316
	Iteration 159Q: 3 clusters Score -1.690055e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96476 members 
Mstep: Class 2 contains 221756 members 
Entering Unmasked Estep 
Score: -16900548.000000 Penalty: 4117.924316
	Iteration 160F: 3 clusters Score -1.690055e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96449 members 
Mstep: Class 2 contains 221783 members 
Entering Unmasked Estep 
Score: -16900542.000000 Penalty: 4117.924316
	Iteration 161Q: 3 clusters Score -1.690054e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96426 members 
Mstep: Class 2 contains 221806 members 
Entering Unmasked Estep 
Score: -16900570.000000 Penalty: 4117.924316
	Iteration 162Q: 3 clusters Score -1.690057e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96394 members 
Mstep: Class 2 contains 221838 members 
Entering Unmasked Estep 
Score: -16900570.000000 Penalty: 4117.924316
	Iteration 163Q: 3 clusters Score -1.690057e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96370 members 
Mstep: Class 2 contains 221862 members 
Entering Unmasked Estep 
Score: -16900560.000000 Penalty: 4117.924316
	Iteration 164Q: 3 clusters Score -1.690056e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96341 members 
Mstep: Class 2 contains 221891 members 
Entering Unmasked Estep 
Score: -16900544.000000 Penalty: 4117.924316
	Iteration 165Q: 3 clusters Score -1.690054e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96320 members 
Mstep: Class 2 contains 221912 members 
Entering Unmasked Estep 
Score: -16900536.000000 Penalty: 4117.924316
	Iteration 166Q: 3 clusters Score -1.690054e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96300 members 
Mstep: Class 2 contains 221932 members 
Entering Unmasked Estep 
Score: -16900534.000000 Penalty: 4117.924316
	Iteration 167Q: 3 clusters Score -1.690053e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96287 members 
Mstep: Class 2 contains 221945 members 
Entering Unmasked Estep 
Score: -16900556.000000 Penalty: 4117.924316
	Iteration 168Q: 3 clusters Score -1.690056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96276 members 
Mstep: Class 2 contains 221956 members 
Entering Unmasked Estep 
Score: -16900548.000000 Penalty: 4117.924316
	Iteration 169Q: 3 clusters Score -1.690055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96266 members 
Mstep: Class 2 contains 221966 members 
Entering Unmasked Estep 
Score: -16900544.000000 Penalty: 4117.924316
	Iteration 170Q: 3 clusters Score -1.690054e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96255 members 
Mstep: Class 2 contains 221977 members 
Entering Unmasked Estep 
Score: -16900550.000000 Penalty: 4117.924316
	Iteration 171Q: 3 clusters Score -1.690055e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96238 members 
Mstep: Class 2 contains 221994 members 
Entering Unmasked Estep 
Score: -16900562.000000 Penalty: 4117.924316
	Iteration 172Q: 3 clusters Score -1.690056e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96220 members 
Mstep: Class 2 contains 222012 members 
Entering Unmasked Estep 
Score: -16900570.000000 Penalty: 4117.924316
	Iteration 173Q: 3 clusters Score -1.690057e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96207 members 
Mstep: Class 2 contains 222025 members 
Entering Unmasked Estep 
Score: -16900578.000000 Penalty: 4117.924316
	Iteration 174Q: 3 clusters Score -1.690058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96197 members 
Mstep: Class 2 contains 222035 members 
Entering Unmasked Estep 
Score: -16900580.000000 Penalty: 4117.924316
	Iteration 175Q: 3 clusters Score -1.690058e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96182 members 
Mstep: Class 2 contains 222050 members 
Entering Unmasked Estep 
Score: -16900576.000000 Penalty: 4117.924316
	Iteration 176Q: 3 clusters Score -1.690058e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96165 members 
Mstep: Class 2 contains 222067 members 
Entering Unmasked Estep 
Score: -16900570.000000 Penalty: 4117.924316
	Iteration 177Q: 3 clusters Score -1.690057e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96155 members 
Mstep: Class 2 contains 222077 members 
Entering Unmasked Estep 
Score: -16900562.000000 Penalty: 4117.924316
	Iteration 178Q: 3 clusters Score -1.690056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96143 members 
Mstep: Class 2 contains 222089 members 
Entering Unmasked Estep 
Score: -16900576.000000 Penalty: 4117.924316
	Iteration 179Q: 3 clusters Score -1.690058e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96128 members 
Mstep: Class 2 contains 222104 members 
Entering Unmasked Estep 
Score: -16900568.000000 Penalty: 4117.924316
	Iteration 180F: 3 clusters Score -1.690057e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96112 members 
Mstep: Class 2 contains 222120 members 
Entering Unmasked Estep 
Score: -16900554.000000 Penalty: 4117.924316
	Iteration 181Q: 3 clusters Score -1.690055e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96095 members 
Mstep: Class 2 contains 222137 members 
Entering Unmasked Estep 
Score: -16900578.000000 Penalty: 4117.924316
	Iteration 182Q: 3 clusters Score -1.690058e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96076 members 
Mstep: Class 2 contains 222156 members 
Entering Unmasked Estep 
Score: -16900570.000000 Penalty: 4117.924316
	Iteration 183Q: 3 clusters Score -1.690057e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96057 members 
Mstep: Class 2 contains 222175 members 
Entering Unmasked Estep 
Score: -16900596.000000 Penalty: 4117.924316
	Iteration 184Q: 3 clusters Score -1.69006e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96039 members 
Mstep: Class 2 contains 222193 members 
Entering Unmasked Estep 
Score: -16900586.000000 Penalty: 4117.924316
	Iteration 185Q: 3 clusters Score -1.690059e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96019 members 
Mstep: Class 2 contains 222213 members 
Entering Unmasked Estep 
Score: -16900592.000000 Penalty: 4117.924316
	Iteration 186Q: 3 clusters Score -1.690059e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96001 members 
Mstep: Class 2 contains 222231 members 
Entering Unmasked Estep 
Score: -16900590.000000 Penalty: 4117.924316
	Iteration 187Q: 3 clusters Score -1.690059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95988 members 
Mstep: Class 2 contains 222244 members 
Entering Unmasked Estep 
Score: -16900586.000000 Penalty: 4117.924316
	Iteration 188Q: 3 clusters Score -1.690059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95979 members 
Mstep: Class 2 contains 222253 members 
Entering Unmasked Estep 
Score: -16900580.000000 Penalty: 4117.924316
	Iteration 189Q: 3 clusters Score -1.690058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95970 members 
Mstep: Class 2 contains 222262 members 
Entering Unmasked Estep 
Score: -16900582.000000 Penalty: 4117.924316
	Iteration 190Q: 3 clusters Score -1.690058e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95957 members 
Mstep: Class 2 contains 222275 members 
Entering Unmasked Estep 
Score: -16900592.000000 Penalty: 4117.924316
	Iteration 191Q: 3 clusters Score -1.690059e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95937 members 
Mstep: Class 2 contains 222295 members 
Entering Unmasked Estep 
Score: -16900590.000000 Penalty: 4117.924316
	Iteration 192Q: 3 clusters Score -1.690059e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95918 members 
Mstep: Class 2 contains 222314 members 
Entering Unmasked Estep 
Score: -16900578.000000 Penalty: 4117.924316
	Iteration 193Q: 3 clusters Score -1.690058e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95903 members 
Mstep: Class 2 contains 222329 members 
Entering Unmasked Estep 
Score: -16900582.000000 Penalty: 4117.924316
	Iteration 194Q: 3 clusters Score -1.690058e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95887 members 
Mstep: Class 2 contains 222345 members 
Entering Unmasked Estep 
Score: -16900586.000000 Penalty: 4117.924316
	Iteration 195Q: 3 clusters Score -1.690059e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95872 members 
Mstep: Class 2 contains 222360 members 
Entering Unmasked Estep 
Score: -16900580.000000 Penalty: 4117.924316
	Iteration 196Q: 3 clusters Score -1.690058e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95856 members 
Mstep: Class 2 contains 222376 members 
Entering Unmasked Estep 
Score: -16900590.000000 Penalty: 4117.924316
	Iteration 197Q: 3 clusters Score -1.690059e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95839 members 
Mstep: Class 2 contains 222393 members 
Entering Unmasked Estep 
Score: -16900596.000000 Penalty: 4117.924316
	Iteration 198Q: 3 clusters Score -1.69006e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95819 members 
Mstep: Class 2 contains 222413 members 
Entering Unmasked Estep 
Score: -16900596.000000 Penalty: 4117.924316
	Iteration 199Q: 3 clusters Score -1.69006e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95802 members 
Mstep: Class 2 contains 222430 members 
Entering Unmasked Estep 
Score: -16900606.000000 Penalty: 4117.924316
	Iteration 200F: 3 clusters Score -1.690061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95792 members 
Mstep: Class 2 contains 222440 members 
Entering Unmasked Estep 
Score: -16900604.000000 Penalty: 4117.924316
	Iteration 201Q: 3 clusters Score -1.69006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95784 members 
Mstep: Class 2 contains 222448 members 
Entering Unmasked Estep 
Score: -16900604.000000 Penalty: 4117.924316
	Iteration 202Q: 3 clusters Score -1.69006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95779 members 
Mstep: Class 2 contains 222453 members 
Entering Unmasked Estep 
Score: -16900600.000000 Penalty: 4117.924316
	Iteration 203Q: 3 clusters Score -1.69006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95777 members 
Mstep: Class 2 contains 222455 members 
Entering Unmasked Estep 
Score: -16900608.000000 Penalty: 4117.924316
	Iteration 204Q: 3 clusters Score -1.690061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95772 members 
Mstep: Class 2 contains 222460 members 
Entering Unmasked Estep 
Score: -16900610.000000 Penalty: 4117.924316
	Iteration 205Q: 3 clusters Score -1.690061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95761 members 
Mstep: Class 2 contains 222471 members 
Entering Unmasked Estep 
Score: -16900610.000000 Penalty: 4117.924316
	Iteration 206Q: 3 clusters Score -1.690061e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95749 members 
Mstep: Class 2 contains 222483 members 
Entering Unmasked Estep 
Score: -16900620.000000 Penalty: 4117.924316
	Iteration 207Q: 3 clusters Score -1.690062e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95735 members 
Mstep: Class 2 contains 222497 members 
Entering Unmasked Estep 
Score: -16900616.000000 Penalty: 4117.924316
	Iteration 208Q: 3 clusters Score -1.690062e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95719 members 
Mstep: Class 2 contains 222513 members 
Entering Unmasked Estep 
Score: -16900608.000000 Penalty: 4117.924316
	Iteration 209Q: 3 clusters Score -1.690061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95705 members 
Mstep: Class 2 contains 222527 members 
Entering Unmasked Estep 
Score: -16900612.000000 Penalty: 4117.924316
	Iteration 210Q: 3 clusters Score -1.690061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95694 members 
Mstep: Class 2 contains 222538 members 
Entering Unmasked Estep 
Score: -16900604.000000 Penalty: 4117.924316
	Iteration 211Q: 3 clusters Score -1.69006e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95683 members 
Mstep: Class 2 contains 222549 members 
Entering Unmasked Estep 
Score: -16900606.000000 Penalty: 4117.924316
	Iteration 212Q: 3 clusters Score -1.690061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95669 members 
Mstep: Class 2 contains 222563 members 
Entering Unmasked Estep 
Score: -16900590.000000 Penalty: 4117.924316
	Iteration 213Q: 3 clusters Score -1.690059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95658 members 
Mstep: Class 2 contains 222574 members 
Entering Unmasked Estep 
Score: -16900592.000000 Penalty: 4117.924316
	Iteration 214Q: 3 clusters Score -1.690059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95651 members 
Mstep: Class 2 contains 222581 members 
Entering Unmasked Estep 
Score: -16900600.000000 Penalty: 4117.924316
	Iteration 215Q: 3 clusters Score -1.69006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95644 members 
Mstep: Class 2 contains 222588 members 
Entering Unmasked Estep 
Score: -16900602.000000 Penalty: 4117.924316
	Iteration 216Q: 3 clusters Score -1.69006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95638 members 
Mstep: Class 2 contains 222594 members 
Entering Unmasked Estep 
Score: -16900602.000000 Penalty: 4117.924316
	Iteration 217Q: 3 clusters Score -1.69006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95632 members 
Mstep: Class 2 contains 222600 members 
Entering Unmasked Estep 
Score: -16900604.000000 Penalty: 4117.924316
	Iteration 218Q: 3 clusters Score -1.69006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95625 members 
Mstep: Class 2 contains 222607 members 
Entering Unmasked Estep 
Score: -16900596.000000 Penalty: 4117.924316
	Iteration 219Q: 3 clusters Score -1.69006e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95612 members 
Mstep: Class 2 contains 222620 members 
Entering Unmasked Estep 
Score: -16900600.000000 Penalty: 4117.924316
	Iteration 220F: 3 clusters Score -1.69006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95603 members 
Mstep: Class 2 contains 222629 members 
Entering Unmasked Estep 
Score: -16900600.000000 Penalty: 4117.924316
	Iteration 221Q: 3 clusters Score -1.69006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95595 members 
Mstep: Class 2 contains 222637 members 
Entering Unmasked Estep 
Score: -16900602.000000 Penalty: 4117.924316
	Iteration 222Q: 3 clusters Score -1.69006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95588 members 
Mstep: Class 2 contains 222644 members 
Entering Unmasked Estep 
Score: -16900604.000000 Penalty: 4117.924316
	Iteration 223Q: 3 clusters Score -1.69006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95579 members 
Mstep: Class 2 contains 222653 members 
Entering Unmasked Estep 
Score: -16900606.000000 Penalty: 4117.924316
	Iteration 224Q: 3 clusters Score -1.690061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95571 members 
Mstep: Class 2 contains 222661 members 
Entering Unmasked Estep 
Score: -16900602.000000 Penalty: 4117.924316
	Iteration 225Q: 3 clusters Score -1.69006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95565 members 
Mstep: Class 2 contains 222667 members 
Entering Unmasked Estep 
Score: -16900604.000000 Penalty: 4117.924316
	Iteration 226Q: 3 clusters Score -1.69006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95559 members 
Mstep: Class 2 contains 222673 members 
Entering Unmasked Estep 
Score: -16900604.000000 Penalty: 4117.924316
	Iteration 227Q: 3 clusters Score -1.69006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95554 members 
Mstep: Class 2 contains 222678 members 
Entering Unmasked Estep 
Score: -16900606.000000 Penalty: 4117.924316
	Iteration 228Q: 3 clusters Score -1.690061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95544 members 
Mstep: Class 2 contains 222688 members 
Entering Unmasked Estep 
Score: -16900602.000000 Penalty: 4117.924316
	Iteration 229Q: 3 clusters Score -1.69006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95535 members 
Mstep: Class 2 contains 222697 members 
Entering Unmasked Estep 
Score: -16900598.000000 Penalty: 4117.924316
	Iteration 230Q: 3 clusters Score -1.69006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95527 members 
Mstep: Class 2 contains 222705 members 
Entering Unmasked Estep 
Score: -16900608.000000 Penalty: 4117.924316
	Iteration 231Q: 3 clusters Score -1.690061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95518 members 
Mstep: Class 2 contains 222714 members 
Entering Unmasked Estep 
Score: -16900600.000000 Penalty: 4117.924316
	Iteration 232Q: 3 clusters Score -1.69006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95514 members 
Mstep: Class 2 contains 222718 members 
Entering Unmasked Estep 
Score: -16900602.000000 Penalty: 4117.924316
	Iteration 233Q: 3 clusters Score -1.69006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95512 members 
Mstep: Class 2 contains 222720 members 
Entering Unmasked Estep 
Score: -16900604.000000 Penalty: 4117.924316
	Iteration 234Q: 3 clusters Score -1.69006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95510 members 
Mstep: Class 2 contains 222722 members 
Entering Unmasked Estep 
Score: -16900594.000000 Penalty: 4117.924316
	Iteration 235Q: 3 clusters Score -1.690059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95507 members 
Mstep: Class 2 contains 222725 members 
Entering Unmasked Estep 
Score: -16900602.000000 Penalty: 4117.924316
	Iteration 236Q: 3 clusters Score -1.69006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95505 members 
Mstep: Class 2 contains 222727 members 
Entering Unmasked Estep 
Score: -16900592.000000 Penalty: 4117.924316
	Iteration 237Q: 3 clusters Score -1.690059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95504 members 
Mstep: Class 2 contains 222728 members 
Entering Unmasked Estep 
Score: -16900598.000000 Penalty: 4117.924316
	Iteration 238Q: 3 clusters Score -1.69006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95503 members 
Mstep: Class 2 contains 222729 members 
Entering Unmasked Estep 
Score: -16900600.000000 Penalty: 4117.924316
	Iteration 239Q: 3 clusters Score -1.69006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95503 members 
Mstep: Class 2 contains 222729 members 
Entering Unmasked Estep 
Score: -16900600.000000 Penalty: 4117.924316
	Iteration 240F: 3 clusters Score -1.69006e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 57507 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 4 contains 4778 members 
Mstep: Class 5 contains 4072 members 
Mstep: Class 6 contains 16824 members 
Mstep: Class 7 contains 5289 members 
Mstep: Class 8 contains 79603 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 95503 members 
Mstep: Class 11 contains 25599 members 
Mstep: Class 12 contains 4197 members 
Mstep: Class 13 contains 28157 members 
Mstep: Class 14 contains 9817 members 
Mstep: Class 15 contains 7183 members 
Mstep: Class 16 contains 13931 members 
Mstep: Class 17 contains 71293 members 
Mstep: Class 18 contains 3254 members 
Mstep: Class 19 contains 4971 members 
Mstep: Class 20 contains 38460 members 
Mstep: Class 21 contains 222729 members 
Entering Unmasked Estep 
Score: -35887932.000000 Penalty: 45980.570312
Splitting cluster 10 changes total score from -35880300.000000 to -35887932.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 11 (25599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Entering Unmasked Estep 
Score: -1320424.375000 Penalty: 1649.425171
	Iteration 0F: 2 clusters Score -1320424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1302987.125000 Penalty: 3298.850342
	Iteration 0F: 3 clusters Score -1302987 nChanged 11769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1309519.875000 Penalty: 3298.850342
	Iteration 1F: 3 clusters Score -1309520 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1310023.875000 Penalty: 3298.850342
	Iteration 2Q: 3 clusters Score -1310024 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1310732.125000 Penalty: 3298.850342
	Iteration 3F: 3 clusters Score -1310732 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -1311923.750000 Penalty: 3298.850342
	Iteration 4F: 3 clusters Score -1311924 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -1313794.125000 Penalty: 3298.850342
	Iteration 5F: 3 clusters Score -1313794 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -1316084.250000 Penalty: 3298.850342
	Iteration 6F: 3 clusters Score -1316084 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -1317957.875000 Penalty: 3298.850342
	Iteration 7F: 3 clusters Score -1317958 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -1318873.250000 Penalty: 3298.850342
	Iteration 8Q: 3 clusters Score -1318873 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -1319197.125000 Penalty: 3298.850342
	Iteration 9Q: 3 clusters Score -1319197 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -1319348.625000 Penalty: 3298.850342
	Iteration 10Q: 3 clusters Score -1319349 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -1319418.000000 Penalty: 3298.850342
	Iteration 11Q: 3 clusters Score -1319418 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -1319459.000000 Penalty: 3298.850342
	Iteration 12Q: 3 clusters Score -1319459 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -1319471.000000 Penalty: 3298.850342
	Iteration 13Q: 3 clusters Score -1319471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -1319486.250000 Penalty: 3298.850342
	Iteration 14Q: 3 clusters Score -1319486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -1319489.625000 Penalty: 3298.850342
	Iteration 15Q: 3 clusters Score -1319490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -1319493.375000 Penalty: 3298.850342
	Iteration 16Q: 3 clusters Score -1319493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -1319495.500000 Penalty: 3298.850342
	Iteration 17Q: 3 clusters Score -1319496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -1319496.375000 Penalty: 3298.850342
	Iteration 18Q: 3 clusters Score -1319496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -1319499.250000 Penalty: 3298.850342
	Iteration 19Q: 3 clusters Score -1319499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -1319504.750000 Penalty: 3298.850342
	Iteration 20F: 3 clusters Score -1319505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -1319507.625000 Penalty: 3298.850342
	Iteration 21Q: 3 clusters Score -1319508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -1319507.000000 Penalty: 3298.850342
	Iteration 22Q: 3 clusters Score -1319507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -1319505.750000 Penalty: 3298.850342
	Iteration 23Q: 3 clusters Score -1319506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -1319508.250000 Penalty: 3298.850342
	Iteration 24Q: 3 clusters Score -1319508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -1319508.375000 Penalty: 3298.850342
	Iteration 25Q: 3 clusters Score -1319508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -1319508.375000 Penalty: 3298.850342
	Iteration 26F: 3 clusters Score -1319508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Entering Unmasked Estep 
Score: -155333.328125 Penalty: 1355.595337
	Iteration 0F: 2 clusters Score -155333.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -151981.218750 Penalty: 2711.190674
	Iteration 0F: 3 clusters Score -151981.2 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -154237.109375 Penalty: 2711.190674
	Iteration 1F: 3 clusters Score -154237.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -155342.281250 Penalty: 2711.190674
	Iteration 2F: 3 clusters Score -155342.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -155944.812500 Penalty: 2711.190674
	Iteration 3F: 3 clusters Score -155944.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -156381.312500 Penalty: 2711.190674
	Iteration 4F: 3 clusters Score -156381.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -156913.968750 Penalty: 2711.190674
	Iteration 5F: 3 clusters Score -156914 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -157453.312500 Penalty: 2711.190674
	Iteration 6F: 3 clusters Score -157453.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -157871.875000 Penalty: 2711.190674
	Iteration 7Q: 3 clusters Score -157871.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -158088.812500 Penalty: 2711.190674
	Iteration 8Q: 3 clusters Score -158088.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -158257.203125 Penalty: 2711.190674
	Iteration 9Q: 3 clusters Score -158257.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -158514.468750 Penalty: 2711.190674
	Iteration 10Q: 3 clusters Score -158514.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -158735.734375 Penalty: 2711.190674
	Iteration 11Q: 3 clusters Score -158735.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -158968.531250 Penalty: 2711.190674
	Iteration 12Q: 3 clusters Score -158968.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -159302.421875 Penalty: 2711.190674
	Iteration 13Q: 3 clusters Score -159302.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -159480.703125 Penalty: 2711.190674
	Iteration 14Q: 3 clusters Score -159480.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -159571.500000 Penalty: 2711.190674
	Iteration 15Q: 3 clusters Score -159571.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -159615.187500 Penalty: 2711.190674
	Iteration 16Q: 3 clusters Score -159615.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -159630.937500 Penalty: 2711.190674
	Iteration 17Q: 3 clusters Score -159630.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -159639.796875 Penalty: 2711.190674
	Iteration 18Q: 3 clusters Score -159639.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -159642.921875 Penalty: 2711.190674
	Iteration 19Q: 3 clusters Score -159642.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -159657.218750 Penalty: 2711.190674
	Iteration 20F: 3 clusters Score -159657.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -159670.312500 Penalty: 2711.190674
	Iteration 21Q: 3 clusters Score -159670.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -159674.781250 Penalty: 2711.190674
	Iteration 22Q: 3 clusters Score -159674.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -159676.750000 Penalty: 2711.190674
	Iteration 23Q: 3 clusters Score -159676.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -159677.093750 Penalty: 2711.190674
	Iteration 24Q: 3 clusters Score -159677.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -159677.093750 Penalty: 2711.190674
	Iteration 25F: 3 clusters Score -159677.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 57507 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 4 contains 4778 members 
Mstep: Class 5 contains 4072 members 
Mstep: Class 6 contains 16824 members 
Mstep: Class 7 contains 5289 members 
Mstep: Class 8 contains 79603 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 95503 members 
Mstep: Class 11 contains 25599 members 
Mstep: Class 12 contains 2660 members 
Mstep: Class 13 contains 28157 members 
Mstep: Class 14 contains 9817 members 
Mstep: Class 15 contains 7183 members 
Mstep: Class 16 contains 13931 members 
Mstep: Class 17 contains 71293 members 
Mstep: Class 18 contains 3254 members 
Mstep: Class 19 contains 4971 members 
Mstep: Class 20 contains 38460 members 
Mstep: Class 21 contains 222729 members 
Mstep: Class 22 contains 1537 members 
Entering Unmasked Estep 
Score: -35891368.000000 Penalty: 48170.121094
Splitting cluster 12 changes total score from -35880300.000000 to -35891368.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 13 (28157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Entering Unmasked Estep 
Score: -1403929.250000 Penalty: 1664.902100
	Iteration 0F: 2 clusters Score -1403929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1385035.750000 Penalty: 3329.804199
	Iteration 0F: 3 clusters Score -1385036 nChanged 12901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1392784.250000 Penalty: 3329.804199
	Iteration 1F: 3 clusters Score -1392784 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1394183.250000 Penalty: 3329.804199
	Iteration 2F: 3 clusters Score -1394183 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -1396059.375000 Penalty: 3329.804199
	Iteration 3F: 3 clusters Score -1396059 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -1398112.750000 Penalty: 3329.804199
	Iteration 4F: 3 clusters Score -1398113 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -1399732.500000 Penalty: 3329.804199
	Iteration 5F: 3 clusters Score -1399732 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -1400965.500000 Penalty: 3329.804199
	Iteration 6F: 3 clusters Score -1400966 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -1401911.875000 Penalty: 3329.804199
	Iteration 7Q: 3 clusters Score -1401912 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -1402519.375000 Penalty: 3329.804199
	Iteration 8Q: 3 clusters Score -1402519 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -1402882.625000 Penalty: 3329.804199
	Iteration 9Q: 3 clusters Score -1402883 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -1403112.000000 Penalty: 3329.804199
	Iteration 10Q: 3 clusters Score -1403112 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -1403255.000000 Penalty: 3329.804199
	Iteration 11Q: 3 clusters Score -1403255 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -1403352.000000 Penalty: 3329.804199
	Iteration 12Q: 3 clusters Score -1403352 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -1403416.375000 Penalty: 3329.804199
	Iteration 13Q: 3 clusters Score -1403416 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -1403464.250000 Penalty: 3329.804199
	Iteration 14Q: 3 clusters Score -1403464 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -1403505.125000 Penalty: 3329.804199
	Iteration 15Q: 3 clusters Score -1403505 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -1403547.375000 Penalty: 3329.804199
	Iteration 16Q: 3 clusters Score -1403547 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -1403582.375000 Penalty: 3329.804199
	Iteration 17Q: 3 clusters Score -1403582 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -1403621.500000 Penalty: 3329.804199
	Iteration 18Q: 3 clusters Score -1403622 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -1403649.125000 Penalty: 3329.804199
	Iteration 19Q: 3 clusters Score -1403649 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -1403670.250000 Penalty: 3329.804199
	Iteration 20F: 3 clusters Score -1403670 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -1403698.500000 Penalty: 3329.804199
	Iteration 21Q: 3 clusters Score -1403698 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -1403711.500000 Penalty: 3329.804199
	Iteration 22Q: 3 clusters Score -1403712 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -1403723.875000 Penalty: 3329.804199
	Iteration 23Q: 3 clusters Score -1403724 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -1403743.875000 Penalty: 3329.804199
	Iteration 24Q: 3 clusters Score -1403744 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -1403762.875000 Penalty: 3329.804199
	Iteration 25Q: 3 clusters Score -1403763 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -1403784.500000 Penalty: 3329.804199
	Iteration 26Q: 3 clusters Score -1403784 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -1403808.625000 Penalty: 3329.804199
	Iteration 27Q: 3 clusters Score -1403809 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -1403824.500000 Penalty: 3329.804199
	Iteration 28Q: 3 clusters Score -1403824 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -1403840.500000 Penalty: 3329.804199
	Iteration 29Q: 3 clusters Score -1403840 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -1403853.375000 Penalty: 3329.804199
	Iteration 30Q: 3 clusters Score -1403853 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -1403863.250000 Penalty: 3329.804199
	Iteration 31Q: 3 clusters Score -1403863 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -1403870.375000 Penalty: 3329.804199
	Iteration 32Q: 3 clusters Score -1403870 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -1403875.625000 Penalty: 3329.804199
	Iteration 33Q: 3 clusters Score -1403876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -1403878.750000 Penalty: 3329.804199
	Iteration 34Q: 3 clusters Score -1403879 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -1403881.875000 Penalty: 3329.804199
	Iteration 35Q: 3 clusters Score -1403882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -1403888.875000 Penalty: 3329.804199
	Iteration 36Q: 3 clusters Score -1403889 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -1403893.750000 Penalty: 3329.804199
	Iteration 37Q: 3 clusters Score -1403894 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -1403892.625000 Penalty: 3329.804199
	Iteration 38Q: 3 clusters Score -1403893 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -1403898.250000 Penalty: 3329.804199
	Iteration 39Q: 3 clusters Score -1403898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -1403898.750000 Penalty: 3329.804199
	Iteration 40F: 3 clusters Score -1403899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -1403897.375000 Penalty: 3329.804199
	Iteration 41Q: 3 clusters Score -1403897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -1403903.875000 Penalty: 3329.804199
	Iteration 42Q: 3 clusters Score -1403904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -1403903.500000 Penalty: 3329.804199
	Iteration 43Q: 3 clusters Score -1403904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -1403902.375000 Penalty: 3329.804199
	Iteration 44Q: 3 clusters Score -1403902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -1403905.625000 Penalty: 3329.804199
	Iteration 45Q: 3 clusters Score -1403906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -1403906.625000 Penalty: 3329.804199
	Iteration 46Q: 3 clusters Score -1403907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -1403906.125000 Penalty: 3329.804199
	Iteration 47Q: 3 clusters Score -1403906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -1403906.000000 Penalty: 3329.804199
	Iteration 48Q: 3 clusters Score -1403906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -1403908.375000 Penalty: 3329.804199
	Iteration 49Q: 3 clusters Score -1403908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -1403907.375000 Penalty: 3329.804199
	Iteration 50Q: 3 clusters Score -1403907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -1403909.000000 Penalty: 3329.804199
	Iteration 51Q: 3 clusters Score -1403909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -1403909.875000 Penalty: 3329.804199
	Iteration 52Q: 3 clusters Score -1403910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -1403911.500000 Penalty: 3329.804199
	Iteration 53Q: 3 clusters Score -1403912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -1403909.625000 Penalty: 3329.804199
	Iteration 54Q: 3 clusters Score -1403910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -1403908.875000 Penalty: 3329.804199
	Iteration 55Q: 3 clusters Score -1403909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -1403910.750000 Penalty: 3329.804199
	Iteration 56Q: 3 clusters Score -1403911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -1403911.375000 Penalty: 3329.804199
	Iteration 57Q: 3 clusters Score -1403911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -1403912.625000 Penalty: 3329.804199
	Iteration 58Q: 3 clusters Score -1403913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -1403912.625000 Penalty: 3329.804199
	Iteration 59Q: 3 clusters Score -1403913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -1403911.250000 Penalty: 3329.804199
	Iteration 60F: 3 clusters Score -1403911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -1403914.250000 Penalty: 3329.804199
	Iteration 61Q: 3 clusters Score -1403914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -1403914.125000 Penalty: 3329.804199
	Iteration 62Q: 3 clusters Score -1403914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -1403914.750000 Penalty: 3329.804199
	Iteration 63Q: 3 clusters Score -1403915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -1403915.500000 Penalty: 3329.804199
	Iteration 64Q: 3 clusters Score -1403916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -1403913.000000 Penalty: 3329.804199
	Iteration 65Q: 3 clusters Score -1403913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -1403915.125000 Penalty: 3329.804199
	Iteration 66Q: 3 clusters Score -1403915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -1403915.625000 Penalty: 3329.804199
	Iteration 67Q: 3 clusters Score -1403916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -1403915.250000 Penalty: 3329.804199
	Iteration 68Q: 3 clusters Score -1403915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -1403915.750000 Penalty: 3329.804199
	Iteration 69Q: 3 clusters Score -1403916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -1403916.750000 Penalty: 3329.804199
	Iteration 70Q: 3 clusters Score -1403917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -1403915.750000 Penalty: 3329.804199
	Iteration 71Q: 3 clusters Score -1403916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -1403914.625000 Penalty: 3329.804199
	Iteration 72Q: 3 clusters Score -1403915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -1403915.625000 Penalty: 3329.804199
	Iteration 73Q: 3 clusters Score -1403916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -1403915.875000 Penalty: 3329.804199
	Iteration 74Q: 3 clusters Score -1403916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -1403915.250000 Penalty: 3329.804199
	Iteration 75Q: 3 clusters Score -1403915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -1403914.875000 Penalty: 3329.804199
	Iteration 76Q: 3 clusters Score -1403915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -1403916.500000 Penalty: 3329.804199
	Iteration 77Q: 3 clusters Score -1403916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -1403917.000000 Penalty: 3329.804199
	Iteration 78Q: 3 clusters Score -1403917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -1403915.125000 Penalty: 3329.804199
	Iteration 79Q: 3 clusters Score -1403915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -1403915.125000 Penalty: 3329.804199
	Iteration 80F: 3 clusters Score -1403915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -1403917.875000 Penalty: 3329.804199
	Iteration 81Q: 3 clusters Score -1403918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -1403917.125000 Penalty: 3329.804199
	Iteration 82Q: 3 clusters Score -1403917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -1403924.625000 Penalty: 3329.804199
	Iteration 83Q: 3 clusters Score -1403925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -1403922.000000 Penalty: 3329.804199
	Iteration 84Q: 3 clusters Score -1403922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -1403920.250000 Penalty: 3329.804199
	Iteration 85Q: 3 clusters Score -1403920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -1403920.000000 Penalty: 3329.804199
	Iteration 86Q: 3 clusters Score -1403920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -1403922.500000 Penalty: 3329.804199
	Iteration 87Q: 3 clusters Score -1403922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -1403921.375000 Penalty: 3329.804199
	Iteration 88Q: 3 clusters Score -1403921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -1403923.875000 Penalty: 3329.804199
	Iteration 89Q: 3 clusters Score -1403924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -1403933.125000 Penalty: 3329.804199
	Iteration 90Q: 3 clusters Score -1403933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -1403927.750000 Penalty: 3329.804199
	Iteration 91Q: 3 clusters Score -1403928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -1403930.000000 Penalty: 3329.804199
	Iteration 92Q: 3 clusters Score -1403930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -1403934.625000 Penalty: 3329.804199
	Iteration 93Q: 3 clusters Score -1403935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -1403935.125000 Penalty: 3329.804199
	Iteration 94Q: 3 clusters Score -1403935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -1403937.625000 Penalty: 3329.804199
	Iteration 95Q: 3 clusters Score -1403938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -1403939.000000 Penalty: 3329.804199
	Iteration 96Q: 3 clusters Score -1403939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -1403943.000000 Penalty: 3329.804199
	Iteration 97Q: 3 clusters Score -1403943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -1403943.625000 Penalty: 3329.804199
	Iteration 98Q: 3 clusters Score -1403944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -1403946.000000 Penalty: 3329.804199
	Iteration 99Q: 3 clusters Score -1403946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -1403944.500000 Penalty: 3329.804199
	Iteration 100F: 3 clusters Score -1403944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -1403945.000000 Penalty: 3329.804199
	Iteration 101Q: 3 clusters Score -1403945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -1403944.000000 Penalty: 3329.804199
	Iteration 102Q: 3 clusters Score -1403944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -1403946.375000 Penalty: 3329.804199
	Iteration 103Q: 3 clusters Score -1403946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -1403946.375000 Penalty: 3329.804199
	Iteration 104F: 3 clusters Score -1403946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 57507 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 4 contains 4778 members 
Mstep: Class 5 contains 4072 members 
Mstep: Class 6 contains 16824 members 
Mstep: Class 7 contains 5289 members 
Mstep: Class 8 contains 79603 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 95503 members 
Mstep: Class 11 contains 25599 members 
Mstep: Class 12 contains 2660 members 
Mstep: Class 13 contains 4067 members 
Mstep: Class 14 contains 9817 members 
Mstep: Class 15 contains 7183 members 
Mstep: Class 16 contains 13931 members 
Mstep: Class 17 contains 71293 members 
Mstep: Class 18 contains 3254 members 
Mstep: Class 19 contains 4971 members 
Mstep: Class 20 contains 38460 members 
Mstep: Class 21 contains 222729 members 
Mstep: Class 22 contains 1537 members 
Mstep: Class 23 contains 24090 members 
Entering Unmasked Estep 
Score: -35890880.000000 Penalty: 50359.671875
Splitting cluster 13 changes total score from -35880300.000000 to -35890880.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 14 (9817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Entering Unmasked Estep 
Score: -492787.812500 Penalty: 1493.678955
	Iteration 0F: 2 clusters Score -492787.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -485678.687500 Penalty: 2987.357910
	Iteration 0F: 3 clusters Score -485678.7 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -488093.656250 Penalty: 2987.357910
	Iteration 1F: 3 clusters Score -488093.7 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -488579.437500 Penalty: 2987.357910
	Iteration 2F: 3 clusters Score -488579.4 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -489134.531250 Penalty: 2987.357910
	Iteration 3F: 3 clusters Score -489134.5 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -489840.968750 Penalty: 2987.357910
	Iteration 4F: 3 clusters Score -489841 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -490550.687500 Penalty: 2987.357910
	Iteration 5F: 3 clusters Score -490550.7 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -491144.562500 Penalty: 2987.357910
	Iteration 6F: 3 clusters Score -491144.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -491560.875000 Penalty: 2987.357910
	Iteration 7F: 3 clusters Score -491560.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -491823.500000 Penalty: 2987.357910
	Iteration 8Q: 3 clusters Score -491823.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -491982.031250 Penalty: 2987.357910
	Iteration 9Q: 3 clusters Score -491982 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -492098.687500 Penalty: 2987.357910
	Iteration 10Q: 3 clusters Score -492098.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -492182.281250 Penalty: 2987.357910
	Iteration 11Q: 3 clusters Score -492182.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -492241.500000 Penalty: 2987.357910
	Iteration 12Q: 3 clusters Score -492241.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -492294.625000 Penalty: 2987.357910
	Iteration 13Q: 3 clusters Score -492294.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -492330.093750 Penalty: 2987.357910
	Iteration 14Q: 3 clusters Score -492330.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -492356.375000 Penalty: 2987.357910
	Iteration 15Q: 3 clusters Score -492356.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -492379.187500 Penalty: 2987.357910
	Iteration 16Q: 3 clusters Score -492379.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -492403.468750 Penalty: 2987.357910
	Iteration 17Q: 3 clusters Score -492403.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -492422.187500 Penalty: 2987.357910
	Iteration 18Q: 3 clusters Score -492422.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -492432.531250 Penalty: 2987.357910
	Iteration 19Q: 3 clusters Score -492432.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -492443.593750 Penalty: 2987.357910
	Iteration 20F: 3 clusters Score -492443.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -492455.093750 Penalty: 2987.357910
	Iteration 21Q: 3 clusters Score -492455.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -492469.375000 Penalty: 2987.357910
	Iteration 22Q: 3 clusters Score -492469.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -492477.781250 Penalty: 2987.357910
	Iteration 23Q: 3 clusters Score -492477.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -492481.156250 Penalty: 2987.357910
	Iteration 24Q: 3 clusters Score -492481.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -492489.843750 Penalty: 2987.357910
	Iteration 25Q: 3 clusters Score -492489.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -492493.156250 Penalty: 2987.357910
	Iteration 26Q: 3 clusters Score -492493.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -492500.093750 Penalty: 2987.357910
	Iteration 27Q: 3 clusters Score -492500.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -492500.968750 Penalty: 2987.357910
	Iteration 28Q: 3 clusters Score -492501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -492501.281250 Penalty: 2987.357910
	Iteration 29Q: 3 clusters Score -492501.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -492502.937500 Penalty: 2987.357910
	Iteration 30Q: 3 clusters Score -492502.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -492502.937500 Penalty: 2987.357910
	Iteration 31F: 3 clusters Score -492502.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Entering Unmasked Estep 
Score: -338641.187500 Penalty: 1442.914307
	Iteration 0F: 2 clusters Score -338641.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -333199.687500 Penalty: 2885.828613
	Iteration 0F: 3 clusters Score -333199.7 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -334850.843750 Penalty: 2885.828613
	Iteration 1F: 3 clusters Score -334850.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -335083.218750 Penalty: 2885.828613
	Iteration 2F: 3 clusters Score -335083.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -335268.781250 Penalty: 2885.828613
	Iteration 3F: 3 clusters Score -335268.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -335457.156250 Penalty: 2885.828613
	Iteration 4Q: 3 clusters Score -335457.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -335661.281250 Penalty: 2885.828613
	Iteration 5Q: 3 clusters Score -335661.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -335878.687500 Penalty: 2885.828613
	Iteration 6Q: 3 clusters Score -335878.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -336097.812500 Penalty: 2885.828613
	Iteration 7Q: 3 clusters Score -336097.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -336335.718750 Penalty: 2885.828613
	Iteration 8Q: 3 clusters Score -336335.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -336571.562500 Penalty: 2885.828613
	Iteration 9Q: 3 clusters Score -336571.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -336792.125000 Penalty: 2885.828613
	Iteration 10Q: 3 clusters Score -336792.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -336987.562500 Penalty: 2885.828613
	Iteration 11Q: 3 clusters Score -336987.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -337155.843750 Penalty: 2885.828613
	Iteration 12Q: 3 clusters Score -337155.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -337289.218750 Penalty: 2885.828613
	Iteration 13Q: 3 clusters Score -337289.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -337384.156250 Penalty: 2885.828613
	Iteration 14Q: 3 clusters Score -337384.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -337463.031250 Penalty: 2885.828613
	Iteration 15Q: 3 clusters Score -337463 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -337539.937500 Penalty: 2885.828613
	Iteration 16Q: 3 clusters Score -337539.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -337623.281250 Penalty: 2885.828613
	Iteration 17Q: 3 clusters Score -337623.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -337686.906250 Penalty: 2885.828613
	Iteration 18Q: 3 clusters Score -337686.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -337744.843750 Penalty: 2885.828613
	Iteration 19Q: 3 clusters Score -337744.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -337806.843750 Penalty: 2885.828613
	Iteration 20F: 3 clusters Score -337806.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -337879.750000 Penalty: 2885.828613
	Iteration 21Q: 3 clusters Score -337879.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -337955.250000 Penalty: 2885.828613
	Iteration 22Q: 3 clusters Score -337955.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -338026.250000 Penalty: 2885.828613
	Iteration 23Q: 3 clusters Score -338026.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -338065.218750 Penalty: 2885.828613
	Iteration 24Q: 3 clusters Score -338065.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -338092.218750 Penalty: 2885.828613
	Iteration 25Q: 3 clusters Score -338092.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -338109.687500 Penalty: 2885.828613
	Iteration 26Q: 3 clusters Score -338109.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -338121.687500 Penalty: 2885.828613
	Iteration 27Q: 3 clusters Score -338121.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -338127.625000 Penalty: 2885.828613
	Iteration 28Q: 3 clusters Score -338127.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -338131.718750 Penalty: 2885.828613
	Iteration 29Q: 3 clusters Score -338131.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -338135.875000 Penalty: 2885.828613
	Iteration 30Q: 3 clusters Score -338135.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -338139.625000 Penalty: 2885.828613
	Iteration 31Q: 3 clusters Score -338139.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -338141.750000 Penalty: 2885.828613
	Iteration 32Q: 3 clusters Score -338141.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -338143.312500 Penalty: 2885.828613
	Iteration 33Q: 3 clusters Score -338143.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -338143.812500 Penalty: 2885.828613
	Iteration 34Q: 3 clusters Score -338143.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -338144.031250 Penalty: 2885.828613
	Iteration 35Q: 3 clusters Score -338144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -338144.218750 Penalty: 2885.828613
	Iteration 36Q: 3 clusters Score -338144.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -338144.218750 Penalty: 2885.828613
	Iteration 37F: 3 clusters Score -338144.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (13931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Entering Unmasked Estep 
Score: -711354.500000 Penalty: 1550.554199
	Iteration 0F: 2 clusters Score -711354.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -701655.250000 Penalty: 3101.108398
	Iteration 0F: 3 clusters Score -701655.2 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -705172.625000 Penalty: 3101.108398
	Iteration 1F: 3 clusters Score -705172.6 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -705827.375000 Penalty: 3101.108398
	Iteration 2F: 3 clusters Score -705827.4 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -706737.625000 Penalty: 3101.108398
	Iteration 3F: 3 clusters Score -706737.6 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -707710.687500 Penalty: 3101.108398
	Iteration 4F: 3 clusters Score -707710.7 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -708593.625000 Penalty: 3101.108398
	Iteration 5F: 3 clusters Score -708593.6 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -709158.625000 Penalty: 3101.108398
	Iteration 6F: 3 clusters Score -709158.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -709527.875000 Penalty: 3101.108398
	Iteration 7Q: 3 clusters Score -709527.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -709834.500000 Penalty: 3101.108398
	Iteration 8Q: 3 clusters Score -709834.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -710151.750000 Penalty: 3101.108398
	Iteration 9Q: 3 clusters Score -710151.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -710505.125000 Penalty: 3101.108398
	Iteration 10Q: 3 clusters Score -710505.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -710849.750000 Penalty: 3101.108398
	Iteration 11Q: 3 clusters Score -710849.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -711076.875000 Penalty: 3101.108398
	Iteration 12Q: 3 clusters Score -711076.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -711197.625000 Penalty: 3101.108398
	Iteration 13Q: 3 clusters Score -711197.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -711291.812500 Penalty: 3101.108398
	Iteration 14Q: 3 clusters Score -711291.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -711356.250000 Penalty: 3101.108398
	Iteration 15Q: 3 clusters Score -711356.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -711428.562500 Penalty: 3101.108398
	Iteration 16Q: 3 clusters Score -711428.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -711503.000000 Penalty: 3101.108398
	Iteration 17Q: 3 clusters Score -711503 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -711583.125000 Penalty: 3101.108398
	Iteration 18Q: 3 clusters Score -711583.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -711672.437500 Penalty: 3101.108398
	Iteration 19Q: 3 clusters Score -711672.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -711803.625000 Penalty: 3101.108398
	Iteration 20F: 3 clusters Score -711803.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -711944.750000 Penalty: 3101.108398
	Iteration 21Q: 3 clusters Score -711944.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -712086.000000 Penalty: 3101.108398
	Iteration 22Q: 3 clusters Score -712086 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -712231.062500 Penalty: 3101.108398
	Iteration 23Q: 3 clusters Score -712231.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -712331.625000 Penalty: 3101.108398
	Iteration 24Q: 3 clusters Score -712331.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -712390.312500 Penalty: 3101.108398
	Iteration 25Q: 3 clusters Score -712390.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -712416.312500 Penalty: 3101.108398
	Iteration 26Q: 3 clusters Score -712416.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -712426.187500 Penalty: 3101.108398
	Iteration 27Q: 3 clusters Score -712426.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -712428.875000 Penalty: 3101.108398
	Iteration 28Q: 3 clusters Score -712428.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -712430.000000 Penalty: 3101.108398
	Iteration 29Q: 3 clusters Score -712430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -712434.687500 Penalty: 3101.108398
	Iteration 30Q: 3 clusters Score -712434.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -712436.562500 Penalty: 3101.108398
	Iteration 31Q: 3 clusters Score -712436.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -712436.500000 Penalty: 3101.108398
	Iteration 32Q: 3 clusters Score -712436.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -712439.125000 Penalty: 3101.108398
	Iteration 33Q: 3 clusters Score -712439.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -712439.000000 Penalty: 3101.108398
	Iteration 34Q: 3 clusters Score -712439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -712439.875000 Penalty: 3101.108398
	Iteration 35Q: 3 clusters Score -712439.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -712439.875000 Penalty: 3101.108398
	Iteration 36F: 3 clusters Score -712439.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 57507 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 4 contains 4778 members 
Mstep: Class 5 contains 4072 members 
Mstep: Class 6 contains 16824 members 
Mstep: Class 7 contains 5289 members 
Mstep: Class 8 contains 79603 members 
Mstep: Class 9 contains 8337 members 
Mstep: Class 10 contains 95503 members 
Mstep: Class 11 contains 25599 members 
Mstep: Class 12 contains 2660 members 
Mstep: Class 13 contains 4067 members 
Mstep: Class 14 contains 9817 members 
Mstep: Class 15 contains 7183 members 
Mstep: Class 16 contains 6209 members 
Mstep: Class 17 contains 71293 members 
Mstep: Class 18 contains 3254 members 
Mstep: Class 19 contains 4971 members 
Mstep: Class 20 contains 38460 members 
Mstep: Class 21 contains 222729 members 
Mstep: Class 22 contains 1537 members 
Mstep: Class 23 contains 24090 members 
Mstep: Class 24 contains 7722 members 
Entering Unmasked Estep 
Score: -35891476.000000 Penalty: 52549.226562
Splitting cluster 16 changes total score from -35880300.000000 to -35891476.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (71293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71293 members 
Entering Unmasked Estep 
Score: -3827154.500000 Penalty: 1815.864990
	Iteration 0F: 2 clusters Score -3827154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -3779349.000000 Penalty: 3631.729980
	Iteration 0F: 3 clusters Score -3779349 nChanged 33783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -3798789.000000 Penalty: 3631.729980
	Iteration 1F: 3 clusters Score -3798789 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -3799396.750000 Penalty: 3631.729980
	Iteration 2Q: 3 clusters Score -3799397 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -3800131.000000 Penalty: 3631.729980
	Iteration 3Q: 3 clusters Score -3800131 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -3801091.250000 Penalty: 3631.729980
	Iteration 4Q: 3 clusters Score -3801091 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -3802388.000000 Penalty: 3631.729980
	Iteration 5Q: 3 clusters Score -3802388 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -3804160.250000 Penalty: 3631.729980
	Iteration 6F: 3 clusters Score -3804160 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -3806784.750000 Penalty: 3631.729980
	Iteration 7F: 3 clusters Score -3806785 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -3810475.250000 Penalty: 3631.729980
	Iteration 8F: 3 clusters Score -3810475 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 52879 members 
Entering Unmasked Estep 
Score: -3814686.750000 Penalty: 3631.729980
	Iteration 9F: 3 clusters Score -3814687 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 56291 members 
Entering Unmasked Estep 
Score: -3818333.250000 Penalty: 3631.729980
	Iteration 10F: 3 clusters Score -3818333 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 58700 members 
Entering Unmasked Estep 
Score: -3821006.500000 Penalty: 3631.729980
	Iteration 11Q: 3 clusters Score -3821006 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 60327 members 
Entering Unmasked Estep 
Score: -3822517.000000 Penalty: 3631.729980
	Iteration 12Q: 3 clusters Score -3822517 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 61517 members 
Entering Unmasked Estep 
Score: -3823390.500000 Penalty: 3631.729980
	Iteration 13Q: 3 clusters Score -3823390 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 62518 members 
Entering Unmasked Estep 
Score: -3824045.500000 Penalty: 3631.729980
	Iteration 14Q: 3 clusters Score -3824046 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 63399 members 
Entering Unmasked Estep 
Score: -3824588.000000 Penalty: 3631.729980
	Iteration 15Q: 3 clusters Score -3824588 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 64156 members 
Entering Unmasked Estep 
Score: -3825007.000000 Penalty: 3631.729980
	Iteration 16Q: 3 clusters Score -3825007 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 64782 members 
Entering Unmasked Estep 
Score: -3825334.500000 Penalty: 3631.729980
	Iteration 17Q: 3 clusters Score -3825334 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 65315 members 
Entering Unmasked Estep 
Score: -3825556.250000 Penalty: 3631.729980
	Iteration 18Q: 3 clusters Score -3825556 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 65749 members 
Entering Unmasked Estep 
Score: -3825709.750000 Penalty: 3631.729980
	Iteration 19Q: 3 clusters Score -3825710 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 66129 members 
Entering Unmasked Estep 
Score: -3825842.750000 Penalty: 3631.729980
	Iteration 20F: 3 clusters Score -3825843 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 66447 members 
Entering Unmasked Estep 
Score: -3825973.250000 Penalty: 3631.729980
	Iteration 21Q: 3 clusters Score -3825973 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 66713 members 
Entering Unmasked Estep 
Score: -3826086.000000 Penalty: 3631.729980
	Iteration 22Q: 3 clusters Score -3826086 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 66940 members 
Entering Unmasked Estep 
Score: -3826150.000000 Penalty: 3631.729980
	Iteration 23Q: 3 clusters Score -3826150 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 67135 members 
Entering Unmasked Estep 
Score: -3826201.250000 Penalty: 3631.729980
	Iteration 24Q: 3 clusters Score -3826201 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 67276 members 
Entering Unmasked Estep 
Score: -3826212.500000 Penalty: 3631.729980
	Iteration 25Q: 3 clusters Score -3826212 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 67407 members 
Entering Unmasked Estep 
Score: -3826228.000000 Penalty: 3631.729980
	Iteration 26Q: 3 clusters Score -3826228 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 67531 members 
Entering Unmasked Estep 
Score: -3826271.250000 Penalty: 3631.729980
	Iteration 27Q: 3 clusters Score -3826271 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 67663 members 
Entering Unmasked Estep 
Score: -3826288.250000 Penalty: 3631.729980
	Iteration 28Q: 3 clusters Score -3826288 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 67779 members 
Entering Unmasked Estep 
Score: -3826306.750000 Penalty: 3631.729980
	Iteration 29Q: 3 clusters Score -3826307 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 67887 members 
Entering Unmasked Estep 
Score: -3826327.000000 Penalty: 3631.729980
	Iteration 30Q: 3 clusters Score -3826327 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 67997 members 
Entering Unmasked Estep 
Score: -3826369.500000 Penalty: 3631.729980
	Iteration 31Q: 3 clusters Score -3826370 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 68097 members 
Entering Unmasked Estep 
Score: -3826389.000000 Penalty: 3631.729980
	Iteration 32Q: 3 clusters Score -3826389 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 68188 members 
Entering Unmasked Estep 
Score: -3826419.000000 Penalty: 3631.729980
	Iteration 33Q: 3 clusters Score -3826419 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 68260 members 
Entering Unmasked Estep 
Score: -3826438.000000 Penalty: 3631.729980
	Iteration 34Q: 3 clusters Score -3826438 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 68317 members 
Entering Unmasked Estep 
Score: -3826449.000000 Penalty: 3631.729980
	Iteration 35Q: 3 clusters Score -3826449 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
Score: -3826455.750000 Penalty: 3631.729980
	Iteration 36Q: 3 clusters Score -3826456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 68393 members 
Entering Unmasked Estep 
Score: -3826464.250000 Penalty: 3631.729980
	Iteration 37Q: 3 clusters Score -3826464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 68422 members 
Entering Unmasked Estep 
Score: -3826477.750000 Penalty: 3631.729980
	Iteration 38Q: 3 clusters Score -3826478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 68446 members 
Entering Unmasked Estep 
Score: -3826486.000000 Penalty: 3631.729980
	Iteration 39Q: 3 clusters Score -3826486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 68472 members 
Entering Unmasked Estep 
Score: -3826494.750000 Penalty: 3631.729980
	Iteration 40F: 3 clusters Score -3826495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 68497 members 
Entering Unmasked Estep 
Score: -3826499.000000 Penalty: 3631.729980
	Iteration 41Q: 3 clusters Score -3826499 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 68520 members 
Entering Unmasked Estep 
Score: -3826501.000000 Penalty: 3631.729980
	Iteration 42Q: 3 clusters Score -3826501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 68536 members 
Entering Unmasked Estep 
Score: -3826495.750000 Penalty: 3631.729980
	Iteration 43Q: 3 clusters Score -3826496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 68559 members 
Entering Unmasked Estep 
Score: -3826487.250000 Penalty: 3631.729980
	Iteration 44Q: 3 clusters Score -3826487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 68585 members 
Entering Unmasked Estep 
Score: -3826489.250000 Penalty: 3631.729980
	Iteration 45Q: 3 clusters Score -3826489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 68601 members 
Entering Unmasked Estep 
Score: -3826494.250000 Penalty: 3631.729980
	Iteration 46Q: 3 clusters Score -3826494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 68612 members 
Entering Unmasked Estep 
Score: -3826501.250000 Penalty: 3631.729980
	Iteration 47Q: 3 clusters Score -3826501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 68624 members 
Entering Unmasked Estep 
Score: -3826504.750000 Penalty: 3631.729980
	Iteration 48Q: 3 clusters Score -3826505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 68638 members 
Entering Unmasked Estep 
Score: -3826508.750000 Penalty: 3631.729980
	Iteration 49Q: 3 clusters Score -3826509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 68654 members 
Entering Unmasked Estep 
Score: -3826519.750000 Penalty: 3631.729980
	Iteration 50Q: 3 clusters Score -3826520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 68672 members 
Entering Unmasked Estep 
Score: -3826526.750000 Penalty: 3631.729980
	Iteration 51Q: 3 clusters Score -3826527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 68685 members 
Entering Unmasked Estep 
Score: -3826528.000000 Penalty: 3631.729980
	Iteration 52Q: 3 clusters Score -3826528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 68698 members 
Entering Unmasked Estep 
Score: -3826521.000000 Penalty: 3631.729980
	Iteration 53Q: 3 clusters Score -3826521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 68706 members 
Entering Unmasked Estep 
Score: -3826518.250000 Penalty: 3631.729980
	Iteration 54Q: 3 clusters Score -3826518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 68716 members 
Entering Unmasked Estep 
Score: -3826514.750000 Penalty: 3631.729980
	Iteration 55Q: 3 clusters Score -3826515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 68722 members 
Entering Unmasked Estep 
Score: -3826516.250000 Penalty: 3631.729980
	Iteration 56Q: 3 clusters Score -3826516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 68728 members 
Entering Unmasked Estep 
Score: -3826521.500000 Penalty: 3631.729980
	Iteration 57Q: 3 clusters Score -3826522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 68733 members 
Entering Unmasked Estep 
Score: -3826519.500000 Penalty: 3631.729980
	Iteration 58Q: 3 clusters Score -3826520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 68738 members 
Entering Unmasked Estep 
Score: -3826522.750000 Penalty: 3631.729980
	Iteration 59Q: 3 clusters Score -3826523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 68743 members 
Entering Unmasked Estep 
Score: -3826521.750000 Penalty: 3631.729980
	Iteration 60F: 3 clusters Score -3826522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 68750 members 
Entering Unmasked Estep 
Score: -3826527.250000 Penalty: 3631.729980
	Iteration 61Q: 3 clusters Score -3826527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 68755 members 
Entering Unmasked Estep 
Score: -3826526.250000 Penalty: 3631.729980
	Iteration 62Q: 3 clusters Score -3826526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 68757 members 
Entering Unmasked Estep 
Score: -3826527.750000 Penalty: 3631.729980
	Iteration 63Q: 3 clusters Score -3826528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 68757 members 
Entering Unmasked Estep 
Score: -3826527.750000 Penalty: 3631.729980
	Iteration 64F: 3 clusters Score -3826528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Entering Unmasked Estep 
Score: -286689.250000 Penalty: 1383.098633
	Iteration 0F: 2 clusters Score -286689.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -282714.781250 Penalty: 2766.197266
	Iteration 0F: 3 clusters Score -282714.8 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -283833.562500 Penalty: 2766.197266
	Iteration 1F: 3 clusters Score -283833.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -283985.687500 Penalty: 2766.197266
	Iteration 2F: 3 clusters Score -283985.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -284089.750000 Penalty: 2766.197266
	Iteration 3Q: 3 clusters Score -284089.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -284160.625000 Penalty: 2766.197266
	Iteration 4Q: 3 clusters Score -284160.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -284217.125000 Penalty: 2766.197266
	Iteration 5Q: 3 clusters Score -284217.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -284262.375000 Penalty: 2766.197266
	Iteration 6Q: 3 clusters Score -284262.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -284301.312500 Penalty: 2766.197266
	Iteration 7Q: 3 clusters Score -284301.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -284326.031250 Penalty: 2766.197266
	Iteration 8Q: 3 clusters Score -284326 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -284338.187500 Penalty: 2766.197266
	Iteration 9Q: 3 clusters Score -284338.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -284347.125000 Penalty: 2766.197266
	Iteration 10Q: 3 clusters Score -284347.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -284353.437500 Penalty: 2766.197266
	Iteration 11Q: 3 clusters Score -284353.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -284358.843750 Penalty: 2766.197266
	Iteration 12Q: 3 clusters Score -284358.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -284365.468750 Penalty: 2766.197266
	Iteration 13Q: 3 clusters Score -284365.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -284371.500000 Penalty: 2766.197266
	Iteration 14Q: 3 clusters Score -284371.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -284375.718750 Penalty: 2766.197266
	Iteration 15Q: 3 clusters Score -284375.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -284379.468750 Penalty: 2766.197266
	Iteration 16Q: 3 clusters Score -284379.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -284385.625000 Penalty: 2766.197266
	Iteration 17Q: 3 clusters Score -284385.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -284391.843750 Penalty: 2766.197266
	Iteration 18Q: 3 clusters Score -284391.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -284396.625000 Penalty: 2766.197266
	Iteration 19Q: 3 clusters Score -284396.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -284401.187500 Penalty: 2766.197266
	Iteration 20F: 3 clusters Score -284401.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -284407.093750 Penalty: 2766.197266
	Iteration 21Q: 3 clusters Score -284407.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -284416.343750 Penalty: 2766.197266
	Iteration 22Q: 3 clusters Score -284416.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -284423.625000 Penalty: 2766.197266
	Iteration 23Q: 3 clusters Score -284423.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -284428.968750 Penalty: 2766.197266
	Iteration 24Q: 3 clusters Score -284429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -284433.531250 Penalty: 2766.197266
	Iteration 25Q: 3 clusters Score -284433.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -284437.250000 Penalty: 2766.197266
	Iteration 26Q: 3 clusters Score -284437.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -284439.218750 Penalty: 2766.197266
	Iteration 27Q: 3 clusters Score -284439.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -284442.406250 Penalty: 2766.197266
	Iteration 28Q: 3 clusters Score -284442.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -284446.968750 Penalty: 2766.197266
	Iteration 29Q: 3 clusters Score -284447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -284452.093750 Penalty: 2766.197266
	Iteration 30Q: 3 clusters Score -284452.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -284458.562500 Penalty: 2766.197266
	Iteration 31Q: 3 clusters Score -284458.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -284465.406250 Penalty: 2766.197266
	Iteration 32Q: 3 clusters Score -284465.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -284474.000000 Penalty: 2766.197266
	Iteration 33Q: 3 clusters Score -284474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -284485.062500 Penalty: 2766.197266
	Iteration 34Q: 3 clusters Score -284485.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -284495.281250 Penalty: 2766.197266
	Iteration 35Q: 3 clusters Score -284495.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -284503.031250 Penalty: 2766.197266
	Iteration 36Q: 3 clusters Score -284503 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -284515.906250 Penalty: 2766.197266
	Iteration 37Q: 3 clusters Score -284515.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -284534.062500 Penalty: 2766.197266
	Iteration 38Q: 3 clusters Score -284534.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -284555.593750 Penalty: 2766.197266
	Iteration 39Q: 3 clusters Score -284555.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -284577.843750 Penalty: 2766.197266
	Iteration 40F: 3 clusters Score -284577.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -284603.625000 Penalty: 2766.197266
	Iteration 41Q: 3 clusters Score -284603.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -284624.625000 Penalty: 2766.197266
	Iteration 42Q: 3 clusters Score -284624.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -284642.281250 Penalty: 2766.197266
	Iteration 43Q: 3 clusters Score -284642.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -284670.281250 Penalty: 2766.197266
	Iteration 44Q: 3 clusters Score -284670.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -284708.343750 Penalty: 2766.197266
	Iteration 45Q: 3 clusters Score -284708.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -284762.906250 Penalty: 2766.197266
	Iteration 46Q: 3 clusters Score -284762.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -284828.875000 Penalty: 2766.197266
	Iteration 47Q: 3 clusters Score -284828.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -284915.218750 Penalty: 2766.197266
	Iteration 48Q: 3 clusters Score -284915.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -284984.218750 Penalty: 2766.197266
	Iteration 49Q: 3 clusters Score -284984.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -285060.343750 Penalty: 2766.197266
	Iteration 50Q: 3 clusters Score -285060.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -285130.125000 Penalty: 2766.197266
	Iteration 51Q: 3 clusters Score -285130.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -285191.437500 Penalty: 2766.197266
	Iteration 52Q: 3 clusters Score -285191.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -285252.000000 Penalty: 2766.197266
	Iteration 53Q: 3 clusters Score -285252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -285291.156250 Penalty: 2766.197266
	Iteration 54Q: 3 clusters Score -285291.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -285316.718750 Penalty: 2766.197266
	Iteration 55Q: 3 clusters Score -285316.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -285340.281250 Penalty: 2766.197266
	Iteration 56Q: 3 clusters Score -285340.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -285359.625000 Penalty: 2766.197266
	Iteration 57Q: 3 clusters Score -285359.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -285369.312500 Penalty: 2766.197266
	Iteration 58Q: 3 clusters Score -285369.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -285381.656250 Penalty: 2766.197266
	Iteration 59Q: 3 clusters Score -285381.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -285393.875000 Penalty: 2766.197266
	Iteration 60F: 3 clusters Score -285393.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -285398.968750 Penalty: 2766.197266
	Iteration 61Q: 3 clusters Score -285399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -285402.937500 Penalty: 2766.197266
	Iteration 62Q: 3 clusters Score -285402.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -285404.187500 Penalty: 2766.197266
	Iteration 63Q: 3 clusters Score -285404.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -285407.156250 Penalty: 2766.197266
	Iteration 64Q: 3 clusters Score -285407.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -285407.656250 Penalty: 2766.197266
	Iteration 65Q: 3 clusters Score -285407.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -285407.718750 Penalty: 2766.197266
	Iteration 66Q: 3 clusters Score -285407.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -285409.875000 Penalty: 2766.197266
	Iteration 67Q: 3 clusters Score -285409.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -285410.593750 Penalty: 2766.197266
	Iteration 68Q: 3 clusters Score -285410.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -285412.593750 Penalty: 2766.197266
	Iteration 69Q: 3 clusters Score -285412.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -285412.843750 Penalty: 2766.197266
	Iteration 70Q: 3 clusters Score -285412.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -285413.500000 Penalty: 2766.197266
	Iteration 71Q: 3 clusters Score -285413.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -285413.500000 Penalty: 2766.197266
	Iteration 72F: 3 clusters Score -285413.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Entering Unmasked Estep 
Score: -2054132.750000 Penalty: 1715.573242
	Iteration 0F: 2 clusters Score -2054133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2028530.750000 Penalty: 3431.146484
	Iteration 0F: 3 clusters Score -2028531 nChanged 17803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2038914.000000 Penalty: 3431.146484
	Iteration 1F: 3 clusters Score -2038914 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2039864.500000 Penalty: 3431.146484
	Iteration 2F: 3 clusters Score -2039864 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2041272.125000 Penalty: 3431.146484
	Iteration 3F: 3 clusters Score -2041272 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2043188.500000 Penalty: 3431.146484
	Iteration 4F: 3 clusters Score -2043188 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2045306.375000 Penalty: 3431.146484
	Iteration 5F: 3 clusters Score -2045306 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2047115.750000 Penalty: 3431.146484
	Iteration 6F: 3 clusters Score -2047116 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2048370.875000 Penalty: 3431.146484
	Iteration 7Q: 3 clusters Score -2048371 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2049245.625000 Penalty: 3431.146484
	Iteration 8Q: 3 clusters Score -2049246 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2049905.375000 Penalty: 3431.146484
	Iteration 9Q: 3 clusters Score -2049905 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2050416.500000 Penalty: 3431.146484
	Iteration 10Q: 3 clusters Score -2050416 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2050839.625000 Penalty: 3431.146484
	Iteration 11Q: 3 clusters Score -2050840 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2051199.625000 Penalty: 3431.146484
	Iteration 12Q: 3 clusters Score -2051200 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2051443.000000 Penalty: 3431.146484
	Iteration 13Q: 3 clusters Score -2051443 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2051609.375000 Penalty: 3431.146484
	Iteration 14Q: 3 clusters Score -2051609 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2051730.000000 Penalty: 3431.146484
	Iteration 15Q: 3 clusters Score -2051730 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -2051799.125000 Penalty: 3431.146484
	Iteration 16Q: 3 clusters Score -2051799 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2051851.750000 Penalty: 3431.146484
	Iteration 17Q: 3 clusters Score -2051852 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2051896.250000 Penalty: 3431.146484
	Iteration 18Q: 3 clusters Score -2051896 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -2051936.000000 Penalty: 3431.146484
	Iteration 19Q: 3 clusters Score -2051936 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2051976.750000 Penalty: 3431.146484
	Iteration 20F: 3 clusters Score -2051977 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2052013.750000 Penalty: 3431.146484
	Iteration 21Q: 3 clusters Score -2052014 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2052042.125000 Penalty: 3431.146484
	Iteration 22Q: 3 clusters Score -2052042 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2052057.250000 Penalty: 3431.146484
	Iteration 23Q: 3 clusters Score -2052057 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2052076.250000 Penalty: 3431.146484
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Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 6641 members 
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Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 6376 members 
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	Iteration 28Q: 3 clusters Score -2052146 nChanged 82
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Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2052159 nChanged 65
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Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 6251 members 
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Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 6201 members 
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Mstep: Class 1 contains 32300 members 
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Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 6109 members 
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Mstep: Class 1 contains 32401 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 32452 members 
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Mstep: Class 1 contains 32515 members 
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Mstep: Class 1 contains 32563 members 
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Mstep: Class 1 contains 32622 members 
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Mstep: Class 1 contains 32682 members 
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Mstep: Class 1 contains 32746 members 
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Mstep: Class 1 contains 32914 members 
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Mstep: Class 1 contains 32971 members 
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Mstep: Class 1 contains 33032 members 
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Mstep: Class 1 contains 33095 members 
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Mstep: Class 1 contains 33162 members 
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Mstep: Class 1 contains 33378 members 
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Mstep: Class 1 contains 33836 members 
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Mstep: Class 1 contains 34016 members 
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Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2052712.875000 Penalty: 3431.146484
	Iteration 117Q: 3 clusters Score -2052713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2052715.875000 Penalty: 3431.146484
	Iteration 118Q: 3 clusters Score -2052716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2052723.125000 Penalty: 3431.146484
	Iteration 119Q: 3 clusters Score -2052723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2052726.750000 Penalty: 3431.146484
	Iteration 120F: 3 clusters Score -2052727 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2052737.375000 Penalty: 3431.146484
	Iteration 121Q: 3 clusters Score -2052737 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2052743.125000 Penalty: 3431.146484
	Iteration 122Q: 3 clusters Score -2052743 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2052754.250000 Penalty: 3431.146484
	Iteration 123Q: 3 clusters Score -2052754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2052759.625000 Penalty: 3431.146484
	Iteration 124Q: 3 clusters Score -2052760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2052771.000000 Penalty: 3431.146484
	Iteration 125Q: 3 clusters Score -2052771 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2052778.375000 Penalty: 3431.146484
	Iteration 126Q: 3 clusters Score -2052778 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2052784.375000 Penalty: 3431.146484
	Iteration 127Q: 3 clusters Score -2052784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2052794.625000 Penalty: 3431.146484
	Iteration 128Q: 3 clusters Score -2052795 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2052804.750000 Penalty: 3431.146484
	Iteration 129Q: 3 clusters Score -2052805 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2052823.500000 Penalty: 3431.146484
	Iteration 130Q: 3 clusters Score -2052824 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2052842.125000 Penalty: 3431.146484
	Iteration 131Q: 3 clusters Score -2052842 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2052868 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2052898 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2052921.625000 Penalty: 3431.146484
	Iteration 134Q: 3 clusters Score -2052922 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2052929.375000 Penalty: 3431.146484
	Iteration 135Q: 3 clusters Score -2052929 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2052935.375000 Penalty: 3431.146484
	Iteration 136Q: 3 clusters Score -2052935 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2052935.625000 Penalty: 3431.146484
	Iteration 137Q: 3 clusters Score -2052936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2052949.625000 Penalty: 3431.146484
	Iteration 138Q: 3 clusters Score -2052950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2052958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2052968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2052976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2052986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2052990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2052991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2053000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2053008.500000 Penalty: 3431.146484
	Iteration 146Q: 3 clusters Score -2053008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2053018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2053028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2053037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2053044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2053050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2053052.000000 Penalty: 3431.146484
	Iteration 152Q: 3 clusters Score -2053052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2053056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2053059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2053062.250000 Penalty: 3431.146484
	Iteration 155Q: 3 clusters Score -2053062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2053063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2053069.000000 Penalty: 3431.146484
	Iteration 157Q: 3 clusters Score -2053069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2053072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2053074.000000 Penalty: 3431.146484
	Iteration 159Q: 3 clusters Score -2053074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2053077.250000 Penalty: 3431.146484
	Iteration 160F: 3 clusters Score -2053077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2053079.000000 Penalty: 3431.146484
	Iteration 161Q: 3 clusters Score -2053079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2053078.625000 Penalty: 3431.146484
	Iteration 162Q: 3 clusters Score -2053079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2053082.625000 Penalty: 3431.146484
	Iteration 163Q: 3 clusters Score -2053083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2053083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2053083.375000 Penalty: 3431.146484
	Iteration 165Q: 3 clusters Score -2053083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2053083.375000 Penalty: 3431.146484
	Iteration 166F: 3 clusters Score -2053083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 57507 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 4 contains 4778 members 
Mstep: Class 6 contains 16824 members 
Mstep: Class 7 contains 5289 members 
Mstep: Class 8 contains 79603 members 
Mstep: Class 10 contains 95503 members 
Mstep: Class 11 contains 25599 members 
Mstep: Class 12 contains 2660 members 
Mstep: Class 13 contains 4067 members 
Mstep: Class 14 contains 9817 members 
Mstep: Class 15 contains 7183 members 
Mstep: Class 16 contains 6209 members 
Mstep: Class 17 contains 71293 members 
Mstep: Class 19 contains 4971 members 
Mstep: Class 20 contains 38460 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 25 clusters Score -3.590168e+07 nChanged 16862
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 58041 members 
Mstep: Class 3 contains 3260 members 
Mstep: Class 4 contains 5123 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 17070 members 
Mstep: Class 7 contains 5266 members 
Mstep: Class 8 contains 79655 members 
Mstep: Class 9 contains 8304 members 
Mstep: Class 10 contains 96109 members 
Mstep: Class 11 contains 25764 members 
Mstep: Class 12 contains 2962 members 
Mstep: Class 13 contains 4341 members 
Mstep: Class 14 contains 9849 members 
Mstep: Class 15 contains 7534 members 
Mstep: Class 16 contains 6182 members 
Mstep: Class 17 contains 73172 members 
Mstep: Class 18 contains 3264 members 
Mstep: Class 19 contains 4734 members 
Mstep: Class 20 contains 39360 members 
Mstep: Class 21 contains 218327 members 
Mstep: Class 22 contains 1541 members 
Mstep: Class 23 contains 22859 members 
Mstep: Class 24 contains 7707 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 25 clusters Score -3.590901e+07 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 58127 members 
Mstep: Class 3 contains 3369 members 
Mstep: Class 4 contains 5298 members 
Mstep: Class 5 contains 4412 members 
Mstep: Class 6 contains 16822 members 
Mstep: Class 7 contains 5762 members 
Mstep: Class 8 contains 79237 members 
Mstep: Class 9 contains 8761 members 
Mstep: Class 10 contains 96300 members 
Mstep: Class 11 contains 26010 members 
Mstep: Class 12 contains 2700 members 
Mstep: Class 13 contains 4552 members 
Mstep: Class 14 contains 9808 members 
Mstep: Class 15 contains 7670 members 
Mstep: Class 16 contains 6079 members 
Mstep: Class 17 contains 74373 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 4485 members 
Mstep: Class 20 contains 39792 members 
Mstep: Class 21 contains 216013 members 
Mstep: Class 22 contains 1593 members 
Mstep: Class 23 contains 22626 members 
Mstep: Class 24 contains 7749 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 25 clusters Score -3.591158e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 58175 members 
Mstep: Class 3 contains 3472 members 
Mstep: Class 4 contains 5429 members 
Mstep: Class 5 contains 4558 members 
Mstep: Class 6 contains 16728 members 
Mstep: Class 7 contains 6206 members 
Mstep: Class 8 contains 78782 members 
Mstep: Class 9 contains 9093 members 
Mstep: Class 10 contains 96473 members 
Mstep: Class 11 contains 26280 members 
Mstep: Class 12 contains 2573 members 
Mstep: Class 13 contains 4732 members 
Mstep: Class 14 contains 9771 members 
Mstep: Class 15 contains 7818 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 75400 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 4239 members 
Mstep: Class 20 contains 40115 members 
Mstep: Class 21 contains 214083 members 
Mstep: Class 22 contains 1615 members 
Mstep: Class 23 contains 22305 members 
Mstep: Class 24 contains 7780 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 25 clusters Score -3.591354e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 58199 members 
Mstep: Class 3 contains 3585 members 
Mstep: Class 4 contains 5546 members 
Mstep: Class 5 contains 4669 members 
Mstep: Class 6 contains 16660 members 
Mstep: Class 7 contains 6560 members 
Mstep: Class 8 contains 78347 members 
Mstep: Class 9 contains 9363 members 
Mstep: Class 10 contains 96682 members 
Mstep: Class 11 contains 26529 members 
Mstep: Class 12 contains 2513 members 
Mstep: Class 13 contains 4914 members 
Mstep: Class 14 contains 9736 members 
Mstep: Class 15 contains 7946 members 
Mstep: Class 16 contains 5947 members 
Mstep: Class 17 contains 76206 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 3994 members 
Mstep: Class 20 contains 40344 members 
Mstep: Class 21 contains 212513 members 
Mstep: Class 22 contains 1629 members 
Mstep: Class 23 contains 21998 members 
Mstep: Class 24 contains 7803 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 25 clusters Score -3.59145e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 58203 members 
Mstep: Class 3 contains 3700 members 
Mstep: Class 4 contains 5644 members 
Mstep: Class 5 contains 4747 members 
Mstep: Class 6 contains 16620 members 
Mstep: Class 7 contains 6822 members 
Mstep: Class 8 contains 77966 members 
Mstep: Class 9 contains 9565 members 
Mstep: Class 10 contains 96869 members 
Mstep: Class 11 contains 26748 members 
Mstep: Class 12 contains 2482 members 
Mstep: Class 13 contains 5056 members 
Mstep: Class 14 contains 9708 members 
Mstep: Class 15 contains 8053 members 
Mstep: Class 16 contains 5895 members 
Mstep: Class 17 contains 76912 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 3767 members 
Mstep: Class 20 contains 40488 members 
Mstep: Class 21 contains 211260 members 
Mstep: Class 22 contains 1634 members 
Mstep: Class 23 contains 21749 members 
Mstep: Class 24 contains 7819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35915080.000000 Penalty: 52549.226562
Iteration 44Q: 25 clusters Score -3.591508e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 58187 members 
Mstep: Class 3 contains 3806 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 4815 members 
Mstep: Class 6 contains 16591 members 
Mstep: Class 7 contains 7014 members 
Mstep: Class 8 contains 77652 members 
Mstep: Class 9 contains 9765 members 
Mstep: Class 10 contains 97076 members 
Mstep: Class 11 contains 26970 members 
Mstep: Class 12 contains 2471 members 
Mstep: Class 13 contains 5179 members 
Mstep: Class 14 contains 9673 members 
Mstep: Class 15 contains 8159 members 
Mstep: Class 16 contains 5855 members 
Mstep: Class 17 contains 77501 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 3533 members 
Mstep: Class 20 contains 40586 members 
Mstep: Class 21 contains 210166 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 21513 members 
Mstep: Class 24 contains 7828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35915596.000000 Penalty: 52549.226562
Iteration 45Q: 25 clusters Score -3.59156e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 58187 members 
Mstep: Class 3 contains 3916 members 
Mstep: Class 4 contains 5813 members 
Mstep: Class 5 contains 4847 members 
Mstep: Class 6 contains 16580 members 
Mstep: Class 7 contains 7150 members 
Mstep: Class 8 contains 77385 members 
Mstep: Class 9 contains 9938 members 
Mstep: Class 10 contains 97291 members 
Mstep: Class 11 contains 27174 members 
Mstep: Class 12 contains 2462 members 
Mstep: Class 13 contains 5296 members 
Mstep: Class 14 contains 9642 members 
Mstep: Class 15 contains 8247 members 
Mstep: Class 16 contains 5831 members 
Mstep: Class 17 contains 77960 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 3331 members 
Mstep: Class 20 contains 40639 members 
Mstep: Class 21 contains 209220 members 
Mstep: Class 22 contains 1644 members 
Mstep: Class 23 contains 21316 members 
Mstep: Class 24 contains 7835 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 25 clusters Score -3.591604e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 58141 members 
Mstep: Class 3 contains 4022 members 
Mstep: Class 4 contains 5882 members 
Mstep: Class 5 contains 4879 members 
Mstep: Class 6 contains 16577 members 
Mstep: Class 7 contains 7279 members 
Mstep: Class 8 contains 77133 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 97458 members 
Mstep: Class 11 contains 27334 members 
Mstep: Class 12 contains 2463 members 
Mstep: Class 13 contains 5403 members 
Mstep: Class 14 contains 9622 members 
Mstep: Class 15 contains 8338 members 
Mstep: Class 16 contains 5803 members 
Mstep: Class 17 contains 78347 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 3167 members 
Mstep: Class 20 contains 40699 members 
Mstep: Class 21 contains 208434 members 
Mstep: Class 22 contains 1646 members 
Mstep: Class 23 contains 21137 members 
Mstep: Class 24 contains 7840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35916476.000000 Penalty: 52549.226562
Iteration 47Q: 25 clusters Score -3.591648e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 58072 members 
Mstep: Class 3 contains 4117 members 
Mstep: Class 4 contains 5931 members 
Mstep: Class 5 contains 4911 members 
Mstep: Class 6 contains 16577 members 
Mstep: Class 7 contains 7375 members 
Mstep: Class 8 contains 76926 members 
Mstep: Class 9 contains 10237 members 
Mstep: Class 10 contains 97660 members 
Mstep: Class 11 contains 27494 members 
Mstep: Class 12 contains 2475 members 
Mstep: Class 13 contains 5508 members 
Mstep: Class 14 contains 9593 members 
Mstep: Class 15 contains 8417 members 
Mstep: Class 16 contains 5775 members 
Mstep: Class 17 contains 78672 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 2996 members 
Mstep: Class 20 contains 40733 members 
Mstep: Class 21 contains 207732 members 
Mstep: Class 22 contains 1649 members 
Mstep: Class 23 contains 20976 members 
Mstep: Class 24 contains 7845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35916984.000000 Penalty: 52549.226562
Iteration 48Q: 25 clusters Score -3.591698e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 58058 members 
Mstep: Class 3 contains 4192 members 
Mstep: Class 4 contains 5970 members 
Mstep: Class 5 contains 4928 members 
Mstep: Class 6 contains 16578 members 
Mstep: Class 7 contains 7446 members 
Mstep: Class 8 contains 76754 members 
Mstep: Class 9 contains 10403 members 
Mstep: Class 10 contains 97872 members 
Mstep: Class 11 contains 27639 members 
Mstep: Class 12 contains 2495 members 
Mstep: Class 13 contains 5609 members 
Mstep: Class 14 contains 9567 members 
Mstep: Class 15 contains 8465 members 
Mstep: Class 16 contains 5754 members 
Mstep: Class 17 contains 78914 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 2837 members 
Mstep: Class 20 contains 40720 members 
Mstep: Class 21 contains 207102 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 20854 members 
Mstep: Class 24 contains 7847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35917280.000000 Penalty: 52549.226562
Iteration 49Q: 25 clusters Score -3.591728e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 58114 members 
Mstep: Class 3 contains 4258 members 
Mstep: Class 4 contains 6003 members 
Mstep: Class 5 contains 4934 members 
Mstep: Class 6 contains 16593 members 
Mstep: Class 7 contains 7510 members 
Mstep: Class 8 contains 76573 members 
Mstep: Class 9 contains 10560 members 
Mstep: Class 10 contains 98088 members 
Mstep: Class 11 contains 27786 members 
Mstep: Class 12 contains 2510 members 
Mstep: Class 13 contains 5675 members 
Mstep: Class 14 contains 9541 members 
Mstep: Class 15 contains 8493 members 
Mstep: Class 16 contains 5736 members 
Mstep: Class 17 contains 79137 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 2685 members 
Mstep: Class 20 contains 40649 members 
Mstep: Class 21 contains 206519 members 
Mstep: Class 22 contains 1656 members 
Mstep: Class 23 contains 20759 members 
Mstep: Class 24 contains 7850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35917572.000000 Penalty: 52549.226562
Iteration 50Q: 25 clusters Score -3.591757e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 58174 members 
Mstep: Class 3 contains 4317 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 4931 members 
Mstep: Class 6 contains 16604 members 
Mstep: Class 7 contains 7539 members 
Mstep: Class 8 contains 76436 members 
Mstep: Class 9 contains 10720 members 
Mstep: Class 10 contains 98283 members 
Mstep: Class 11 contains 27916 members 
Mstep: Class 12 contains 2543 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 9513 members 
Mstep: Class 15 contains 8499 members 
Mstep: Class 16 contains 5711 members 
Mstep: Class 17 contains 79348 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 2548 members 
Mstep: Class 20 contains 40565 members 
Mstep: Class 21 contains 205990 members 
Mstep: Class 22 contains 1660 members 
Mstep: Class 23 contains 20683 members 
Mstep: Class 24 contains 7853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35917852.000000 Penalty: 52549.226562
Iteration 51Q: 25 clusters Score -3.591785e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 58271 members 
Mstep: Class 3 contains 4381 members 
Mstep: Class 4 contains 6054 members 
Mstep: Class 5 contains 4931 members 
Mstep: Class 6 contains 16621 members 
Mstep: Class 7 contains 7567 members 
Mstep: Class 8 contains 76303 members 
Mstep: Class 9 contains 10828 members 
Mstep: Class 10 contains 98459 members 
Mstep: Class 11 contains 28029 members 
Mstep: Class 12 contains 2569 members 
Mstep: Class 13 contains 5807 members 
Mstep: Class 14 contains 9499 members 
Mstep: Class 15 contains 8510 members 
Mstep: Class 16 contains 5695 members 
Mstep: Class 17 contains 79526 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 2425 members 
Mstep: Class 20 contains 40456 members 
Mstep: Class 21 contains 205502 members 
Mstep: Class 22 contains 1661 members 
Mstep: Class 23 contains 20613 members 
Mstep: Class 24 contains 7856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35918000.000000 Penalty: 52549.226562
Iteration 52Q: 25 clusters Score -3.5918e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 58375 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 6077 members 
Mstep: Class 5 contains 4944 members 
Mstep: Class 6 contains 16641 members 
Mstep: Class 7 contains 7608 members 
Mstep: Class 8 contains 76172 members 
Mstep: Class 9 contains 10938 members 
Mstep: Class 10 contains 98666 members 
Mstep: Class 11 contains 28127 members 
Mstep: Class 12 contains 2598 members 
Mstep: Class 13 contains 5879 members 
Mstep: Class 14 contains 9463 members 
Mstep: Class 15 contains 8530 members 
Mstep: Class 16 contains 5676 members 
Mstep: Class 17 contains 79665 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 2316 members 
Mstep: Class 20 contains 40345 members 
Mstep: Class 21 contains 205039 members 
Mstep: Class 22 contains 1661 members 
Mstep: Class 23 contains 20518 members 
Mstep: Class 24 contains 7859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35918152.000000 Penalty: 52549.226562
Iteration 53Q: 25 clusters Score -3.591815e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 58488 members 
Mstep: Class 3 contains 4484 members 
Mstep: Class 4 contains 6108 members 
Mstep: Class 5 contains 4963 members 
Mstep: Class 6 contains 16661 members 
Mstep: Class 7 contains 7640 members 
Mstep: Class 8 contains 76047 members 
Mstep: Class 9 contains 11007 members 
Mstep: Class 10 contains 98873 members 
Mstep: Class 11 contains 28256 members 
Mstep: Class 12 contains 2619 members 
Mstep: Class 13 contains 5940 members 
Mstep: Class 14 contains 9424 members 
Mstep: Class 15 contains 8545 members 
Mstep: Class 16 contains 5660 members 
Mstep: Class 17 contains 79791 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 2192 members 
Mstep: Class 20 contains 40231 members 
Mstep: Class 21 contains 204606 members 
Mstep: Class 22 contains 1662 members 
Mstep: Class 23 contains 20442 members 
Mstep: Class 24 contains 7862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35918224.000000 Penalty: 52549.226562
Iteration 54Q: 25 clusters Score -3.591822e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 58631 members 
Mstep: Class 3 contains 4522 members 
Mstep: Class 4 contains 6129 members 
Mstep: Class 5 contains 4976 members 
Mstep: Class 6 contains 16690 members 
Mstep: Class 7 contains 7668 members 
Mstep: Class 8 contains 75909 members 
Mstep: Class 9 contains 11070 members 
Mstep: Class 10 contains 99073 members 
Mstep: Class 11 contains 28382 members 
Mstep: Class 12 contains 2638 members 
Mstep: Class 13 contains 5989 members 
Mstep: Class 14 contains 9394 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 5646 members 
Mstep: Class 17 contains 79893 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 2083 members 
Mstep: Class 20 contains 40087 members 
Mstep: Class 21 contains 204203 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 20375 members 
Mstep: Class 24 contains 7864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35918400.000000 Penalty: 52549.226562
Iteration 55Q: 25 clusters Score -3.59184e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 58837 members 
Mstep: Class 3 contains 4565 members 
Mstep: Class 4 contains 6140 members 
Mstep: Class 5 contains 4992 members 
Mstep: Class 6 contains 16717 members 
Mstep: Class 7 contains 7693 members 
Mstep: Class 8 contains 75772 members 
Mstep: Class 9 contains 11138 members 
Mstep: Class 10 contains 99294 members 
Mstep: Class 11 contains 28489 members 
Mstep: Class 12 contains 2659 members 
Mstep: Class 13 contains 6041 members 
Mstep: Class 14 contains 9362 members 
Mstep: Class 15 contains 8601 members 
Mstep: Class 16 contains 5634 members 
Mstep: Class 17 contains 80005 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 2003 members 
Mstep: Class 20 contains 39878 members 
Mstep: Class 21 contains 203777 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 20312 members 
Mstep: Class 24 contains 7866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35918656.000000 Penalty: 52549.226562
Iteration 56Q: 25 clusters Score -3.591866e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 59041 members 
Mstep: Class 3 contains 4616 members 
Mstep: Class 4 contains 6152 members 
Mstep: Class 5 contains 5005 members 
Mstep: Class 6 contains 16756 members 
Mstep: Class 7 contains 7712 members 
Mstep: Class 8 contains 75609 members 
Mstep: Class 9 contains 11227 members 
Mstep: Class 10 contains 99487 members 
Mstep: Class 11 contains 28597 members 
Mstep: Class 12 contains 2677 members 
Mstep: Class 13 contains 6092 members 
Mstep: Class 14 contains 9342 members 
Mstep: Class 15 contains 8611 members 
Mstep: Class 16 contains 5621 members 
Mstep: Class 17 contains 80101 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 39668 members 
Mstep: Class 21 contains 203376 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 20262 members 
Mstep: Class 24 contains 7869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35918864.000000 Penalty: 52549.226562
Iteration 57Q: 25 clusters Score -3.591886e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 59274 members 
Mstep: Class 3 contains 4661 members 
Mstep: Class 4 contains 6167 members 
Mstep: Class 5 contains 5020 members 
Mstep: Class 6 contains 16798 members 
Mstep: Class 7 contains 7740 members 
Mstep: Class 8 contains 75453 members 
Mstep: Class 9 contains 11297 members 
Mstep: Class 10 contains 99669 members 
Mstep: Class 11 contains 28683 members 
Mstep: Class 12 contains 2689 members 
Mstep: Class 13 contains 6145 members 
Mstep: Class 14 contains 9307 members 
Mstep: Class 15 contains 8619 members 
Mstep: Class 16 contains 5611 members 
Mstep: Class 17 contains 80185 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 20 contains 39446 members 
Mstep: Class 21 contains 202996 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 20210 members 
Mstep: Class 24 contains 7871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35919052.000000 Penalty: 52549.226562
Iteration 58Q: 25 clusters Score -3.591905e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 59510 members 
Mstep: Class 3 contains 4706 members 
Mstep: Class 4 contains 6174 members 
Mstep: Class 5 contains 5026 members 
Mstep: Class 6 contains 16849 members 
Mstep: Class 7 contains 7750 members 
Mstep: Class 8 contains 75300 members 
Mstep: Class 9 contains 11347 members 
Mstep: Class 10 contains 99836 members 
Mstep: Class 11 contains 28749 members 
Mstep: Class 12 contains 2705 members 
Mstep: Class 13 contains 6187 members 
Mstep: Class 14 contains 9276 members 
Mstep: Class 15 contains 8618 members 
Mstep: Class 16 contains 5601 members 
Mstep: Class 17 contains 80276 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 1892 members 
Mstep: Class 20 contains 39207 members 
Mstep: Class 21 contains 202668 members 
Mstep: Class 22 contains 1668 members 
Mstep: Class 23 contains 20161 members 
Mstep: Class 24 contains 7873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35919304.000000 Penalty: 52549.226562
Iteration 59Q: 25 clusters Score -3.59193e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 59779 members 
Mstep: Class 3 contains 4745 members 
Mstep: Class 4 contains 6185 members 
Mstep: Class 5 contains 5030 members 
Mstep: Class 6 contains 16919 members 
Mstep: Class 7 contains 7765 members 
Mstep: Class 8 contains 75135 members 
Mstep: Class 9 contains 11378 members 
Mstep: Class 10 contains 100001 members 
Mstep: Class 11 contains 28800 members 
Mstep: Class 12 contains 2716 members 
Mstep: Class 13 contains 6223 members 
Mstep: Class 14 contains 9237 members 
Mstep: Class 15 contains 8622 members 
Mstep: Class 16 contains 5591 members 
Mstep: Class 17 contains 80351 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 38954 members 
Mstep: Class 21 contains 202355 members 
Mstep: Class 22 contains 1670 members 
Mstep: Class 23 contains 20111 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35919580.000000 Penalty: 52549.226562
Iteration 60F: 25 clusters Score -3.591958e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 60094 members 
Mstep: Class 3 contains 4778 members 
Mstep: Class 4 contains 6195 members 
Mstep: Class 5 contains 5036 members 
Mstep: Class 6 contains 17004 members 
Mstep: Class 7 contains 7770 members 
Mstep: Class 8 contains 74970 members 
Mstep: Class 9 contains 11392 members 
Mstep: Class 10 contains 100158 members 
Mstep: Class 11 contains 28824 members 
Mstep: Class 12 contains 2740 members 
Mstep: Class 13 contains 6249 members 
Mstep: Class 14 contains 9187 members 
Mstep: Class 15 contains 8614 members 
Mstep: Class 16 contains 5583 members 
Mstep: Class 17 contains 80415 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 38672 members 
Mstep: Class 21 contains 202070 members 
Mstep: Class 22 contains 1672 members 
Mstep: Class 23 contains 20058 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35919752.000000 Penalty: 52549.226562
Iteration 61Q: 25 clusters Score -3.591975e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 60464 members 
Mstep: Class 3 contains 4828 members 
Mstep: Class 4 contains 6203 members 
Mstep: Class 5 contains 5045 members 
Mstep: Class 6 contains 17101 members 
Mstep: Class 7 contains 7786 members 
Mstep: Class 8 contains 74783 members 
Mstep: Class 9 contains 11359 members 
Mstep: Class 10 contains 100307 members 
Mstep: Class 11 contains 28854 members 
Mstep: Class 12 contains 2764 members 
Mstep: Class 13 contains 6277 members 
Mstep: Class 14 contains 9136 members 
Mstep: Class 15 contains 8604 members 
Mstep: Class 16 contains 5575 members 
Mstep: Class 17 contains 80478 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 2013 members 
Mstep: Class 20 contains 38331 members 
Mstep: Class 21 contains 201822 members 
Mstep: Class 22 contains 1672 members 
Mstep: Class 23 contains 19994 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35919976.000000 Penalty: 52549.226562
Iteration 62Q: 25 clusters Score -3.591998e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 60826 members 
Mstep: Class 3 contains 4880 members 
Mstep: Class 4 contains 6208 members 
Mstep: Class 5 contains 5052 members 
Mstep: Class 6 contains 17222 members 
Mstep: Class 7 contains 7794 members 
Mstep: Class 8 contains 74612 members 
Mstep: Class 9 contains 11340 members 
Mstep: Class 10 contains 100431 members 
Mstep: Class 11 contains 28878 members 
Mstep: Class 12 contains 2795 members 
Mstep: Class 13 contains 6301 members 
Mstep: Class 14 contains 9096 members 
Mstep: Class 15 contains 8596 members 
Mstep: Class 16 contains 5570 members 
Mstep: Class 17 contains 80528 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 2071 members 
Mstep: Class 20 contains 37995 members 
Mstep: Class 21 contains 201554 members 
Mstep: Class 22 contains 1671 members 
Mstep: Class 23 contains 19950 members 
Mstep: Class 24 contains 7875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35920176.000000 Penalty: 52549.226562
Iteration 63Q: 25 clusters Score -3.592018e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 61222 members 
Mstep: Class 3 contains 4916 members 
Mstep: Class 4 contains 6215 members 
Mstep: Class 5 contains 5064 members 
Mstep: Class 6 contains 17356 members 
Mstep: Class 7 contains 7810 members 
Mstep: Class 8 contains 74417 members 
Mstep: Class 9 contains 11337 members 
Mstep: Class 10 contains 100543 members 
Mstep: Class 11 contains 28890 members 
Mstep: Class 12 contains 2829 members 
Mstep: Class 13 contains 6324 members 
Mstep: Class 14 contains 9054 members 
Mstep: Class 15 contains 8589 members 
Mstep: Class 16 contains 5566 members 
Mstep: Class 17 contains 80567 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 20 contains 37639 members 
Mstep: Class 21 contains 201303 members 
Mstep: Class 22 contains 1670 members 
Mstep: Class 23 contains 19908 members 
Mstep: Class 24 contains 7873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35920404.000000 Penalty: 52549.226562
Iteration 64Q: 25 clusters Score -3.59204e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 61614 members 
Mstep: Class 3 contains 4952 members 
Mstep: Class 4 contains 6226 members 
Mstep: Class 5 contains 5067 members 
Mstep: Class 6 contains 17468 members 
Mstep: Class 7 contains 7835 members 
Mstep: Class 8 contains 74229 members 
Mstep: Class 9 contains 11364 members 
Mstep: Class 10 contains 100631 members 
Mstep: Class 11 contains 28894 members 
Mstep: Class 12 contains 2850 members 
Mstep: Class 13 contains 6354 members 
Mstep: Class 14 contains 9019 members 
Mstep: Class 15 contains 8585 members 
Mstep: Class 16 contains 5558 members 
Mstep: Class 17 contains 80597 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 2190 members 
Mstep: Class 20 contains 37279 members 
Mstep: Class 21 contains 201082 members 
Mstep: Class 22 contains 1671 members 
Mstep: Class 23 contains 19874 members 
Mstep: Class 24 contains 7873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35920716.000000 Penalty: 52549.226562
Iteration 65Q: 25 clusters Score -3.592072e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 62011 members 
Mstep: Class 3 contains 4981 members 
Mstep: Class 4 contains 6243 members 
Mstep: Class 5 contains 5079 members 
Mstep: Class 6 contains 17540 members 
Mstep: Class 7 contains 7862 members 
Mstep: Class 8 contains 74043 members 
Mstep: Class 9 contains 11401 members 
Mstep: Class 10 contains 100733 members 
Mstep: Class 11 contains 28904 members 
Mstep: Class 12 contains 2875 members 
Mstep: Class 13 contains 6379 members 
Mstep: Class 14 contains 8991 members 
Mstep: Class 15 contains 8573 members 
Mstep: Class 16 contains 5557 members 
Mstep: Class 17 contains 80631 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 2252 members 
Mstep: Class 20 contains 36891 members 
Mstep: Class 21 contains 200874 members 
Mstep: Class 22 contains 1672 members 
Mstep: Class 23 contains 19845 members 
Mstep: Class 24 contains 7873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35920864.000000 Penalty: 52549.226562
Iteration 66Q: 25 clusters Score -3.592086e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 62476 members 
Mstep: Class 3 contains 5009 members 
Mstep: Class 4 contains 6254 members 
Mstep: Class 5 contains 5089 members 
Mstep: Class 6 contains 17618 members 
Mstep: Class 7 contains 7893 members 
Mstep: Class 8 contains 73860 members 
Mstep: Class 9 contains 11440 members 
Mstep: Class 10 contains 100807 members 
Mstep: Class 11 contains 28907 members 
Mstep: Class 12 contains 2893 members 
Mstep: Class 13 contains 6401 members 
Mstep: Class 14 contains 8970 members 
Mstep: Class 15 contains 8554 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 80665 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 2317 members 
Mstep: Class 20 contains 36466 members 
Mstep: Class 21 contains 200665 members 
Mstep: Class 22 contains 1674 members 
Mstep: Class 23 contains 19824 members 
Mstep: Class 24 contains 7873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35920980.000000 Penalty: 52549.226562
Iteration 67Q: 25 clusters Score -3.592098e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 62913 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 6267 members 
Mstep: Class 5 contains 5102 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 7908 members 
Mstep: Class 8 contains 73691 members 
Mstep: Class 9 contains 11494 members 
Mstep: Class 10 contains 100890 members 
Mstep: Class 11 contains 28913 members 
Mstep: Class 12 contains 2905 members 
Mstep: Class 13 contains 6413 members 
Mstep: Class 14 contains 8947 members 
Mstep: Class 15 contains 8536 members 
Mstep: Class 16 contains 5548 members 
Mstep: Class 17 contains 80690 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 2383 members 
Mstep: Class 20 contains 36040 members 
Mstep: Class 21 contains 200498 members 
Mstep: Class 22 contains 1674 members 
Mstep: Class 23 contains 19806 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35921256.000000 Penalty: 52549.226562
Iteration 68Q: 25 clusters Score -3.592126e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 63375 members 
Mstep: Class 3 contains 5041 members 
Mstep: Class 4 contains 6277 members 
Mstep: Class 5 contains 5115 members 
Mstep: Class 6 contains 17781 members 
Mstep: Class 7 contains 7917 members 
Mstep: Class 8 contains 73523 members 
Mstep: Class 9 contains 11541 members 
Mstep: Class 10 contains 100976 members 
Mstep: Class 11 contains 28914 members 
Mstep: Class 12 contains 2919 members 
Mstep: Class 13 contains 6428 members 
Mstep: Class 14 contains 8930 members 
Mstep: Class 15 contains 8511 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 80732 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 2456 members 
Mstep: Class 20 contains 35583 members 
Mstep: Class 21 contains 200341 members 
Mstep: Class 22 contains 1673 members 
Mstep: Class 23 contains 19789 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35921392.000000 Penalty: 52549.226562
Iteration 69Q: 25 clusters Score -3.592139e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 63888 members 
Mstep: Class 3 contains 5044 members 
Mstep: Class 4 contains 6288 members 
Mstep: Class 5 contains 5131 members 
Mstep: Class 6 contains 17854 members 
Mstep: Class 7 contains 7923 members 
Mstep: Class 8 contains 73360 members 
Mstep: Class 9 contains 11567 members 
Mstep: Class 10 contains 101035 members 
Mstep: Class 11 contains 28914 members 
Mstep: Class 12 contains 2943 members 
Mstep: Class 13 contains 6449 members 
Mstep: Class 14 contains 8895 members 
Mstep: Class 15 contains 8491 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 80760 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 2523 members 
Mstep: Class 20 contains 35122 members 
Mstep: Class 21 contains 200219 members 
Mstep: Class 22 contains 1673 members 
Mstep: Class 23 contains 19766 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
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Score: -35921660.000000 Penalty: 52549.226562
Iteration 70Q: 25 clusters Score -3.592166e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 64455 members 
Mstep: Class 3 contains 5056 members 
Mstep: Class 4 contains 6304 members 
Mstep: Class 5 contains 5144 members 
Mstep: Class 6 contains 17919 members 
Mstep: Class 7 contains 7939 members 
Mstep: Class 8 contains 73182 members 
Mstep: Class 9 contains 11579 members 
Mstep: Class 10 contains 101082 members 
Mstep: Class 11 contains 28912 members 
Mstep: Class 12 contains 2970 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 8848 members 
Mstep: Class 15 contains 8474 members 
Mstep: Class 16 contains 5532 members 
Mstep: Class 17 contains 80761 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 2601 members 
Mstep: Class 20 contains 34647 members 
Mstep: Class 21 contains 200095 members 
Mstep: Class 22 contains 1674 members 
Mstep: Class 23 contains 19758 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
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Iteration 71Q: 25 clusters Score -3.592191e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 65031 members 
Mstep: Class 3 contains 5071 members 
Mstep: Class 4 contains 6314 members 
Mstep: Class 5 contains 5154 members 
Mstep: Class 6 contains 17967 members 
Mstep: Class 7 contains 7959 members 
Mstep: Class 8 contains 72992 members 
Mstep: Class 9 contains 11604 members 
Mstep: Class 10 contains 101124 members 
Mstep: Class 11 contains 28904 members 
Mstep: Class 12 contains 2998 members 
Mstep: Class 13 contains 6485 members 
Mstep: Class 14 contains 8804 members 
Mstep: Class 15 contains 8455 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 80776 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 34125 members 
Mstep: Class 21 contains 200001 members 
Mstep: Class 22 contains 1676 members 
Mstep: Class 23 contains 19753 members 
Mstep: Class 24 contains 7875 members 
Entering Unmasked Estep 
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Iteration 72Q: 25 clusters Score -3.592204e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 65659 members 
Mstep: Class 3 contains 5079 members 
Mstep: Class 4 contains 6319 members 
Mstep: Class 5 contains 5164 members 
Mstep: Class 6 contains 18011 members 
Mstep: Class 7 contains 7979 members 
Mstep: Class 8 contains 72817 members 
Mstep: Class 9 contains 11621 members 
Mstep: Class 10 contains 101162 members 
Mstep: Class 11 contains 28895 members 
Mstep: Class 12 contains 3020 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 8761 members 
Mstep: Class 15 contains 8437 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 80785 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 2780 members 
Mstep: Class 20 contains 33561 members 
Mstep: Class 21 contains 199914 members 
Mstep: Class 22 contains 1679 members 
Mstep: Class 23 contains 19765 members 
Mstep: Class 24 contains 7876 members 
Entering Unmasked Estep 
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Iteration 73Q: 25 clusters Score -3.592198e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 66241 members 
Mstep: Class 3 contains 5080 members 
Mstep: Class 4 contains 6328 members 
Mstep: Class 5 contains 5171 members 
Mstep: Class 6 contains 18053 members 
Mstep: Class 7 contains 7996 members 
Mstep: Class 8 contains 72643 members 
Mstep: Class 9 contains 11634 members 
Mstep: Class 10 contains 101187 members 
Mstep: Class 11 contains 28893 members 
Mstep: Class 12 contains 3040 members 
Mstep: Class 13 contains 6515 members 
Mstep: Class 14 contains 8738 members 
Mstep: Class 15 contains 8410 members 
Mstep: Class 16 contains 5529 members 
Mstep: Class 17 contains 80788 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 2862 members 
Mstep: Class 20 contains 33034 members 
Mstep: Class 21 contains 199855 members 
Mstep: Class 22 contains 1682 members 
Mstep: Class 23 contains 19764 members 
Mstep: Class 24 contains 7875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35922200.000000 Penalty: 52549.226562
Iteration 74Q: 25 clusters Score -3.59222e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 66837 members 
Mstep: Class 3 contains 5086 members 
Mstep: Class 4 contains 6333 members 
Mstep: Class 5 contains 5183 members 
Mstep: Class 6 contains 18109 members 
Mstep: Class 7 contains 8021 members 
Mstep: Class 8 contains 72461 members 
Mstep: Class 9 contains 11604 members 
Mstep: Class 10 contains 101209 members 
Mstep: Class 11 contains 28898 members 
Mstep: Class 12 contains 3068 members 
Mstep: Class 13 contains 6530 members 
Mstep: Class 14 contains 8714 members 
Mstep: Class 15 contains 8380 members 
Mstep: Class 16 contains 5528 members 
Mstep: Class 17 contains 80794 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 2950 members 
Mstep: Class 20 contains 32493 members 
Mstep: Class 21 contains 199800 members 
Mstep: Class 22 contains 1683 members 
Mstep: Class 23 contains 19778 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35922192.000000 Penalty: 52549.226562
Iteration 75Q: 25 clusters Score -3.592219e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 67446 members 
Mstep: Class 3 contains 5097 members 
Mstep: Class 4 contains 6338 members 
Mstep: Class 5 contains 5192 members 
Mstep: Class 6 contains 18133 members 
Mstep: Class 7 contains 8047 members 
Mstep: Class 8 contains 72244 members 
Mstep: Class 9 contains 11617 members 
Mstep: Class 10 contains 101218 members 
Mstep: Class 11 contains 28906 members 
Mstep: Class 12 contains 3099 members 
Mstep: Class 13 contains 6555 members 
Mstep: Class 14 contains 8682 members 
Mstep: Class 15 contains 8366 members 
Mstep: Class 16 contains 5526 members 
Mstep: Class 17 contains 80791 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 3040 members 
Mstep: Class 20 contains 31930 members 
Mstep: Class 21 contains 199760 members 
Mstep: Class 22 contains 1684 members 
Mstep: Class 23 contains 19806 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35922392.000000 Penalty: 52549.226562
Iteration 76Q: 25 clusters Score -3.592239e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 68022 members 
Mstep: Class 3 contains 5102 members 
Mstep: Class 4 contains 6341 members 
Mstep: Class 5 contains 5200 members 
Mstep: Class 6 contains 18157 members 
Mstep: Class 7 contains 8073 members 
Mstep: Class 8 contains 72020 members 
Mstep: Class 9 contains 11640 members 
Mstep: Class 10 contains 101228 members 
Mstep: Class 11 contains 28912 members 
Mstep: Class 12 contains 3123 members 
Mstep: Class 13 contains 6582 members 
Mstep: Class 14 contains 8658 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 80797 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 3150 members 
Mstep: Class 20 contains 31367 members 
Mstep: Class 21 contains 199723 members 
Mstep: Class 22 contains 1686 members 
Mstep: Class 23 contains 19839 members 
Mstep: Class 24 contains 7875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35922552.000000 Penalty: 52549.226562
Iteration 77Q: 25 clusters Score -3.592255e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 68586 members 
Mstep: Class 3 contains 5099 members 
Mstep: Class 4 contains 6346 members 
Mstep: Class 5 contains 5212 members 
Mstep: Class 6 contains 18182 members 
Mstep: Class 7 contains 8100 members 
Mstep: Class 8 contains 71769 members 
Mstep: Class 9 contains 11654 members 
Mstep: Class 10 contains 101229 members 
Mstep: Class 11 contains 28931 members 
Mstep: Class 12 contains 3139 members 
Mstep: Class 13 contains 6620 members 
Mstep: Class 14 contains 8641 members 
Mstep: Class 15 contains 8344 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80799 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 3271 members 
Mstep: Class 20 contains 30820 members 
Mstep: Class 21 contains 199677 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 19874 members 
Mstep: Class 24 contains 7875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35922764.000000 Penalty: 52549.226562
Iteration 78Q: 25 clusters Score -3.592276e+07 nChanged 1561
Entering ConstructFrom: 
Score: -35922764.000000 Penalty: 52549.226562
Entering ConstructFrom: 
Trying to split cluster 1 (6127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Entering Unmasked Estep 
Score: -289506.625000 Penalty: 1417.074951
	Iteration 0F: 2 clusters Score -289506.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -284836.500000 Penalty: 2834.149902
	Iteration 0F: 3 clusters Score -284836.5 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -286327.218750 Penalty: 2834.149902
	Iteration 1F: 3 clusters Score -286327.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -286604.375000 Penalty: 2834.149902
	Iteration 2F: 3 clusters Score -286604.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -286863.437500 Penalty: 2834.149902
	Iteration 3F: 3 clusters Score -286863.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -287083.750000 Penalty: 2834.149902
	Iteration 4F: 3 clusters Score -287083.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -287279.062500 Penalty: 2834.149902
	Iteration 5F: 3 clusters Score -287279.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -287446.812500 Penalty: 2834.149902
	Iteration 6Q: 3 clusters Score -287446.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -287595.562500 Penalty: 2834.149902
	Iteration 7Q: 3 clusters Score -287595.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -287725.875000 Penalty: 2834.149902
	Iteration 8Q: 3 clusters Score -287725.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -287833.312500 Penalty: 2834.149902
	Iteration 9Q: 3 clusters Score -287833.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -287982.968750 Penalty: 2834.149902
	Iteration 10Q: 3 clusters Score -287983 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -288163.875000 Penalty: 2834.149902
	Iteration 11Q: 3 clusters Score -288163.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -288338.375000 Penalty: 2834.149902
	Iteration 12Q: 3 clusters Score -288338.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -288486.281250 Penalty: 2834.149902
	Iteration 13Q: 3 clusters Score -288486.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -288611.125000 Penalty: 2834.149902
	Iteration 14Q: 3 clusters Score -288611.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -288688.906250 Penalty: 2834.149902
	Iteration 15Q: 3 clusters Score -288688.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -288745.125000 Penalty: 2834.149902
	Iteration 16Q: 3 clusters Score -288745.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -288785.125000 Penalty: 2834.149902
	Iteration 17Q: 3 clusters Score -288785.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -288813.125000 Penalty: 2834.149902
	Iteration 18Q: 3 clusters Score -288813.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -288828.406250 Penalty: 2834.149902
	Iteration 19Q: 3 clusters Score -288828.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -288839.031250 Penalty: 2834.149902
	Iteration 20F: 3 clusters Score -288839 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -288846.843750 Penalty: 2834.149902
	Iteration 21Q: 3 clusters Score -288846.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -288852.625000 Penalty: 2834.149902
	Iteration 22Q: 3 clusters Score -288852.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -288857.093750 Penalty: 2834.149902
	Iteration 23Q: 3 clusters Score -288857.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -288861.593750 Penalty: 2834.149902
	Iteration 24Q: 3 clusters Score -288861.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -288866.250000 Penalty: 2834.149902
	Iteration 25Q: 3 clusters Score -288866.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -288870.968750 Penalty: 2834.149902
	Iteration 26Q: 3 clusters Score -288871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -288875.250000 Penalty: 2834.149902
	Iteration 27Q: 3 clusters Score -288875.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -288878.687500 Penalty: 2834.149902
	Iteration 28Q: 3 clusters Score -288878.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -288882.906250 Penalty: 2834.149902
	Iteration 29Q: 3 clusters Score -288882.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -288891.406250 Penalty: 2834.149902
	Iteration 30Q: 3 clusters Score -288891.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -288896.187500 Penalty: 2834.149902
	Iteration 31Q: 3 clusters Score -288896.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -288900.125000 Penalty: 2834.149902
	Iteration 32Q: 3 clusters Score -288900.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -288902.343750 Penalty: 2834.149902
	Iteration 33Q: 3 clusters Score -288902.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -288902.625000 Penalty: 2834.149902
	Iteration 34Q: 3 clusters Score -288902.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -288904.562500 Penalty: 2834.149902
	Iteration 35Q: 3 clusters Score -288904.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -288904.562500 Penalty: 2834.149902
	Iteration 36Q: 3 clusters Score -288904.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -288905.843750 Penalty: 2834.149902
	Iteration 37Q: 3 clusters Score -288905.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -288906.468750 Penalty: 2834.149902
	Iteration 38Q: 3 clusters Score -288906.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -288907.312500 Penalty: 2834.149902
	Iteration 39Q: 3 clusters Score -288907.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -288907.875000 Penalty: 2834.149902
	Iteration 40F: 3 clusters Score -288907.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -288908.750000 Penalty: 2834.149902
	Iteration 41Q: 3 clusters Score -288908.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -288909.437500 Penalty: 2834.149902
	Iteration 42Q: 3 clusters Score -288909.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -288909.812500 Penalty: 2834.149902
	Iteration 43Q: 3 clusters Score -288909.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -288909.843750 Penalty: 2834.149902
	Iteration 44Q: 3 clusters Score -288909.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -288909.687500 Penalty: 2834.149902
	Iteration 45Q: 3 clusters Score -288909.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -288910.937500 Penalty: 2834.149902
	Iteration 46Q: 3 clusters Score -288910.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -288912.375000 Penalty: 2834.149902
	Iteration 47Q: 3 clusters Score -288912.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -288912.625000 Penalty: 2834.149902
	Iteration 48Q: 3 clusters Score -288912.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -288913.343750 Penalty: 2834.149902
	Iteration 49Q: 3 clusters Score -288913.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -288914.343750 Penalty: 2834.149902
	Iteration 50Q: 3 clusters Score -288914.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -288915.562500 Penalty: 2834.149902
	Iteration 51Q: 3 clusters Score -288915.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -288914.625000 Penalty: 2834.149902
	Iteration 52Q: 3 clusters Score -288914.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -288915.750000 Penalty: 2834.149902
	Iteration 53Q: 3 clusters Score -288915.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -288916.343750 Penalty: 2834.149902
	Iteration 54Q: 3 clusters Score -288916.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -288916.750000 Penalty: 2834.149902
	Iteration 55Q: 3 clusters Score -288916.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -288916.812500 Penalty: 2834.149902
	Iteration 56Q: 3 clusters Score -288916.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -288916.843750 Penalty: 2834.149902
	Iteration 57Q: 3 clusters Score -288916.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -288916.843750 Penalty: 2834.149902
	Iteration 58F: 3 clusters Score -288916.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (69166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69166 members 
Entering Unmasked Estep 
Score: -3709278.500000 Penalty: 1810.942993
	Iteration 0F: 2 clusters Score -3709278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -3663233.000000 Penalty: 3621.885986
	Iteration 0F: 3 clusters Score -3663233 nChanged 32486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -3681829.750000 Penalty: 3621.885986
	Iteration 1F: 3 clusters Score -3681830 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -3682425.250000 Penalty: 3621.885986
	Iteration 2Q: 3 clusters Score -3682425 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -3683224.750000 Penalty: 3621.885986
	Iteration 3Q: 3 clusters Score -3683225 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -3684302.750000 Penalty: 3621.885986
	Iteration 4Q: 3 clusters Score -3684303 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -3685761.500000 Penalty: 3621.885986
	Iteration 5Q: 3 clusters Score -3685762 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -3687871.250000 Penalty: 3621.885986
	Iteration 6F: 3 clusters Score -3687871 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -3690617.500000 Penalty: 3621.885986
	Iteration 7F: 3 clusters Score -3690618 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -3693721.000000 Penalty: 3621.885986
	Iteration 8F: 3 clusters Score -3693721 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -3696764.750000 Penalty: 3621.885986
	Iteration 9F: 3 clusters Score -3696765 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -3699369.250000 Penalty: 3621.885986
	Iteration 10Q: 3 clusters Score -3699369 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -3701337.250000 Penalty: 3621.885986
	Iteration 11Q: 3 clusters Score -3701337 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -3702999.000000 Penalty: 3621.885986
	Iteration 12Q: 3 clusters Score -3702999 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54852 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3704503.000000 Penalty: 3621.885986
	Iteration 13Q: 3 clusters Score -3704503 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55601 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -3705771.000000 Penalty: 3621.885986
	Iteration 14Q: 3 clusters Score -3705771 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56054 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -3706676.500000 Penalty: 3621.885986
	Iteration 15Q: 3 clusters Score -3706676 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56349 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -3707315.750000 Penalty: 3621.885986
	Iteration 16Q: 3 clusters Score -3707316 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3707741.000000 Penalty: 3621.885986
	Iteration 17Q: 3 clusters Score -3707741 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56724 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -3707929.750000 Penalty: 3621.885986
	Iteration 18Q: 3 clusters Score -3707930 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56860 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -3708080.250000 Penalty: 3621.885986
	Iteration 19Q: 3 clusters Score -3708080 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57009 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -3708156.000000 Penalty: 3621.885986
	Iteration 20F: 3 clusters Score -3708156 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57167 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -3708213.000000 Penalty: 3621.885986
	Iteration 21Q: 3 clusters Score -3708213 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57323 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3708269.750000 Penalty: 3621.885986
	Iteration 22Q: 3 clusters Score -3708270 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57477 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -3708291.000000 Penalty: 3621.885986
	Iteration 23Q: 3 clusters Score -3708291 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -3708296.000000 Penalty: 3621.885986
	Iteration 24Q: 3 clusters Score -3708296 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57723 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -3708322.000000 Penalty: 3621.885986
	Iteration 25Q: 3 clusters Score -3708322 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57834 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -3708332.500000 Penalty: 3621.885986
	Iteration 26Q: 3 clusters Score -3708332 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57932 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -3708341.250000 Penalty: 3621.885986
	Iteration 27Q: 3 clusters Score -3708341 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58039 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -3708363.750000 Penalty: 3621.885986
	Iteration 28Q: 3 clusters Score -3708364 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58139 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -3708370.000000 Penalty: 3621.885986
	Iteration 29Q: 3 clusters Score -3708370 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58235 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -3708386.250000 Penalty: 3621.885986
	Iteration 30Q: 3 clusters Score -3708386 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58310 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -3708386.750000 Penalty: 3621.885986
	Iteration 31Q: 3 clusters Score -3708387 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58387 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -3708402.000000 Penalty: 3621.885986
	Iteration 32Q: 3 clusters Score -3708402 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58459 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -3708408.000000 Penalty: 3621.885986
	Iteration 33Q: 3 clusters Score -3708408 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -3708418.500000 Penalty: 3621.885986
	Iteration 34Q: 3 clusters Score -3708418 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58575 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -3708438.750000 Penalty: 3621.885986
	Iteration 35Q: 3 clusters Score -3708439 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -3708442.750000 Penalty: 3621.885986
	Iteration 36Q: 3 clusters Score -3708443 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -3708438.000000 Penalty: 3621.885986
	Iteration 37Q: 3 clusters Score -3708438 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -3708434.750000 Penalty: 3621.885986
	Iteration 38Q: 3 clusters Score -3708435 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -3708440.750000 Penalty: 3621.885986
	Iteration 39Q: 3 clusters Score -3708441 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58778 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -3708439.250000 Penalty: 3621.885986
	Iteration 40F: 3 clusters Score -3708439 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58812 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -3708432.250000 Penalty: 3621.885986
	Iteration 41Q: 3 clusters Score -3708432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58841 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -3708434.750000 Penalty: 3621.885986
	Iteration 42Q: 3 clusters Score -3708435 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58865 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -3708436.000000 Penalty: 3621.885986
	Iteration 43Q: 3 clusters Score -3708436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58879 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -3708434.250000 Penalty: 3621.885986
	Iteration 44Q: 3 clusters Score -3708434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58888 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -3708435.250000 Penalty: 3621.885986
	Iteration 45Q: 3 clusters Score -3708435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58901 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -3708435.750000 Penalty: 3621.885986
	Iteration 46Q: 3 clusters Score -3708436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -3708439.000000 Penalty: 3621.885986
	Iteration 47Q: 3 clusters Score -3708439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58934 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -3708440.750000 Penalty: 3621.885986
	Iteration 48Q: 3 clusters Score -3708441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58948 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -3708437.000000 Penalty: 3621.885986
	Iteration 49Q: 3 clusters Score -3708437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58962 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -3708438.750000 Penalty: 3621.885986
	Iteration 50Q: 3 clusters Score -3708439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -3708437.750000 Penalty: 3621.885986
	Iteration 51Q: 3 clusters Score -3708438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58995 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -3708435.750000 Penalty: 3621.885986
	Iteration 52Q: 3 clusters Score -3708436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59011 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -3708431.250000 Penalty: 3621.885986
	Iteration 53Q: 3 clusters Score -3708431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59023 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -3708435.000000 Penalty: 3621.885986
	Iteration 54Q: 3 clusters Score -3708435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59039 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -3708440.750000 Penalty: 3621.885986
	Iteration 55Q: 3 clusters Score -3708441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59050 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -3708439.500000 Penalty: 3621.885986
	Iteration 56Q: 3 clusters Score -3708440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59055 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -3708438.500000 Penalty: 3621.885986
	Iteration 57Q: 3 clusters Score -3708438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59062 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -3708439.750000 Penalty: 3621.885986
	Iteration 58Q: 3 clusters Score -3708440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59069 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -3708443.750000 Penalty: 3621.885986
	Iteration 59Q: 3 clusters Score -3708444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59075 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -3708444.750000 Penalty: 3621.885986
	Iteration 60F: 3 clusters Score -3708445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59078 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -3708445.000000 Penalty: 3621.885986
	Iteration 61Q: 3 clusters Score -3708445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59079 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -3708445.000000 Penalty: 3621.885986
	Iteration 62Q: 3 clusters Score -3708445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59080 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -3708443.250000 Penalty: 3621.885986
	Iteration 63Q: 3 clusters Score -3708443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59083 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -3708445.500000 Penalty: 3621.885986
	Iteration 64Q: 3 clusters Score -3708446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -3708448.250000 Penalty: 3621.885986
	Iteration 65Q: 3 clusters Score -3708448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59090 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -3708450.500000 Penalty: 3621.885986
	Iteration 66Q: 3 clusters Score -3708450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59093 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -3708447.000000 Penalty: 3621.885986
	Iteration 67Q: 3 clusters Score -3708447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59096 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -3708444.000000 Penalty: 3621.885986
	Iteration 68Q: 3 clusters Score -3708444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59099 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -3708441.500000 Penalty: 3621.885986
	Iteration 69Q: 3 clusters Score -3708442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59102 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -3708442.000000 Penalty: 3621.885986
	Iteration 70Q: 3 clusters Score -3708442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -3708440.250000 Penalty: 3621.885986
	Iteration 71Q: 3 clusters Score -3708440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -3708443.000000 Penalty: 3621.885986
	Iteration 72Q: 3 clusters Score -3708443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59109 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -3708442.500000 Penalty: 3621.885986
	Iteration 73Q: 3 clusters Score -3708442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59112 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -3708443.750000 Penalty: 3621.885986
	Iteration 74Q: 3 clusters Score -3708444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59114 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -3708441.000000 Penalty: 3621.885986
	Iteration 75Q: 3 clusters Score -3708441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59114 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -3708441.000000 Penalty: 3621.885986
	Iteration 76F: 3 clusters Score -3708441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Entering Unmasked Estep 
Score: -252166.015625 Penalty: 1387.261841
	Iteration 0F: 2 clusters Score -252166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -248189.906250 Penalty: 2774.523682
	Iteration 0F: 3 clusters Score -248189.9 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -249448.421875 Penalty: 2774.523682
	Iteration 1F: 3 clusters Score -249448.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -249638.171875 Penalty: 2774.523682
	Iteration 2F: 3 clusters Score -249638.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -249771.890625 Penalty: 2774.523682
	Iteration 3F: 3 clusters Score -249771.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -249909.156250 Penalty: 2774.523682
	Iteration 4Q: 3 clusters Score -249909.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -250067.203125 Penalty: 2774.523682
	Iteration 5Q: 3 clusters Score -250067.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -250221.453125 Penalty: 2774.523682
	Iteration 6Q: 3 clusters Score -250221.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -250397.078125 Penalty: 2774.523682
	Iteration 7Q: 3 clusters Score -250397.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -250569.187500 Penalty: 2774.523682
	Iteration 8Q: 3 clusters Score -250569.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -250728.750000 Penalty: 2774.523682
	Iteration 9Q: 3 clusters Score -250728.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -250887.828125 Penalty: 2774.523682
	Iteration 10Q: 3 clusters Score -250887.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -251042.562500 Penalty: 2774.523682
	Iteration 11Q: 3 clusters Score -251042.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -251167.375000 Penalty: 2774.523682
	Iteration 12Q: 3 clusters Score -251167.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -251253.812500 Penalty: 2774.523682
	Iteration 13Q: 3 clusters Score -251253.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -251319.953125 Penalty: 2774.523682
	Iteration 14Q: 3 clusters Score -251320 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -251365.296875 Penalty: 2774.523682
	Iteration 15Q: 3 clusters Score -251365.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -251395.015625 Penalty: 2774.523682
	Iteration 16Q: 3 clusters Score -251395 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -251419.390625 Penalty: 2774.523682
	Iteration 17Q: 3 clusters Score -251419.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -251443.171875 Penalty: 2774.523682
	Iteration 18Q: 3 clusters Score -251443.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -251471.890625 Penalty: 2774.523682
	Iteration 19Q: 3 clusters Score -251471.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -251508.484375 Penalty: 2774.523682
	Iteration 20F: 3 clusters Score -251508.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -251548.625000 Penalty: 2774.523682
	Iteration 21Q: 3 clusters Score -251548.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -251588.015625 Penalty: 2774.523682
	Iteration 22Q: 3 clusters Score -251588 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -251644.921875 Penalty: 2774.523682
	Iteration 23Q: 3 clusters Score -251644.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -251698.078125 Penalty: 2774.523682
	Iteration 24Q: 3 clusters Score -251698.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -251734.125000 Penalty: 2774.523682
	Iteration 25Q: 3 clusters Score -251734.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -251764.484375 Penalty: 2774.523682
	Iteration 26Q: 3 clusters Score -251764.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -251789.375000 Penalty: 2774.523682
	Iteration 27Q: 3 clusters Score -251789.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -251814.875000 Penalty: 2774.523682
	Iteration 28Q: 3 clusters Score -251814.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -251839.937500 Penalty: 2774.523682
	Iteration 29Q: 3 clusters Score -251839.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -251860.843750 Penalty: 2774.523682
	Iteration 30Q: 3 clusters Score -251860.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -251882.328125 Penalty: 2774.523682
	Iteration 31Q: 3 clusters Score -251882.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -251900.781250 Penalty: 2774.523682
	Iteration 32Q: 3 clusters Score -251900.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -251912.781250 Penalty: 2774.523682
	Iteration 33Q: 3 clusters Score -251912.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -251918.640625 Penalty: 2774.523682
	Iteration 34Q: 3 clusters Score -251918.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -251923.437500 Penalty: 2774.523682
	Iteration 35Q: 3 clusters Score -251923.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -251927.109375 Penalty: 2774.523682
	Iteration 36Q: 3 clusters Score -251927.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -251932.203125 Penalty: 2774.523682
	Iteration 37Q: 3 clusters Score -251932.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -251936.015625 Penalty: 2774.523682
	Iteration 38Q: 3 clusters Score -251936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -251938.796875 Penalty: 2774.523682
	Iteration 39Q: 3 clusters Score -251938.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -251942.656250 Penalty: 2774.523682
	Iteration 40F: 3 clusters Score -251942.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -251951.171875 Penalty: 2774.523682
	Iteration 41Q: 3 clusters Score -251951.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -251958.765625 Penalty: 2774.523682
	Iteration 42Q: 3 clusters Score -251958.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -251968.359375 Penalty: 2774.523682
	Iteration 43Q: 3 clusters Score -251968.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -251974.296875 Penalty: 2774.523682
	Iteration 44Q: 3 clusters Score -251974.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -251978.015625 Penalty: 2774.523682
	Iteration 45Q: 3 clusters Score -251978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -251981.687500 Penalty: 2774.523682
	Iteration 46Q: 3 clusters Score -251981.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -251984.625000 Penalty: 2774.523682
	Iteration 47Q: 3 clusters Score -251984.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -251988.171875 Penalty: 2774.523682
	Iteration 48Q: 3 clusters Score -251988.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -251991.562500 Penalty: 2774.523682
	Iteration 49Q: 3 clusters Score -251991.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -251993.234375 Penalty: 2774.523682
	Iteration 50Q: 3 clusters Score -251993.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -251994.421875 Penalty: 2774.523682
	Iteration 51Q: 3 clusters Score -251994.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -251994.093750 Penalty: 2774.523682
	Iteration 52Q: 3 clusters Score -251994.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -251995.046875 Penalty: 2774.523682
	Iteration 53Q: 3 clusters Score -251995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -251994.718750 Penalty: 2774.523682
	Iteration 54Q: 3 clusters Score -251994.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -251994.718750 Penalty: 2774.523682
	Iteration 55F: 3 clusters Score -251994.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Entering Unmasked Estep 
Score: -333085.156250 Penalty: 1422.832886
	Iteration 0F: 2 clusters Score -333085.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -328276.906250 Penalty: 2845.665771
	Iteration 0F: 3 clusters Score -328276.9 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -329628.500000 Penalty: 2845.665771
	Iteration 1F: 3 clusters Score -329628.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -329802.125000 Penalty: 2845.665771
	Iteration 2F: 3 clusters Score -329802.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -329908.281250 Penalty: 2845.665771
	Iteration 3Q: 3 clusters Score -329908.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -329993.718750 Penalty: 2845.665771
	Iteration 4Q: 3 clusters Score -329993.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -330076.125000 Penalty: 2845.665771
	Iteration 5Q: 3 clusters Score -330076.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -330165.031250 Penalty: 2845.665771
	Iteration 6Q: 3 clusters Score -330165 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -330262.656250 Penalty: 2845.665771
	Iteration 7Q: 3 clusters Score -330262.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -330367.531250 Penalty: 2845.665771
	Iteration 8Q: 3 clusters Score -330367.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -330480.250000 Penalty: 2845.665771
	Iteration 9Q: 3 clusters Score -330480.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -330623.375000 Penalty: 2845.665771
	Iteration 10Q: 3 clusters Score -330623.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -330793.375000 Penalty: 2845.665771
	Iteration 11Q: 3 clusters Score -330793.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -331000.250000 Penalty: 2845.665771
	Iteration 12Q: 3 clusters Score -331000.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -331176.781250 Penalty: 2845.665771
	Iteration 13Q: 3 clusters Score -331176.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -331348.781250 Penalty: 2845.665771
	Iteration 14Q: 3 clusters Score -331348.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -331485.812500 Penalty: 2845.665771
	Iteration 15Q: 3 clusters Score -331485.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -331581.593750 Penalty: 2845.665771
	Iteration 16Q: 3 clusters Score -331581.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -331669.343750 Penalty: 2845.665771
	Iteration 17Q: 3 clusters Score -331669.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -331714.468750 Penalty: 2845.665771
	Iteration 18Q: 3 clusters Score -331714.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -331744.593750 Penalty: 2845.665771
	Iteration 19Q: 3 clusters Score -331744.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -331772.281250 Penalty: 2845.665771
	Iteration 20F: 3 clusters Score -331772.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -331797.468750 Penalty: 2845.665771
	Iteration 21Q: 3 clusters Score -331797.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -331815.437500 Penalty: 2845.665771
	Iteration 22Q: 3 clusters Score -331815.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -331832.687500 Penalty: 2845.665771
	Iteration 23Q: 3 clusters Score -331832.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -331849.343750 Penalty: 2845.665771
	Iteration 24Q: 3 clusters Score -331849.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -331857.843750 Penalty: 2845.665771
	Iteration 25Q: 3 clusters Score -331857.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -331865.156250 Penalty: 2845.665771
	Iteration 26Q: 3 clusters Score -331865.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -331869.843750 Penalty: 2845.665771
	Iteration 27Q: 3 clusters Score -331869.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -331874.593750 Penalty: 2845.665771
	Iteration 28Q: 3 clusters Score -331874.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -331878.281250 Penalty: 2845.665771
	Iteration 29Q: 3 clusters Score -331878.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -331878.281250 Penalty: 2845.665771
	Iteration 30F: 3 clusters Score -331878.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Entering Unmasked Estep 
Score: -240559.859375 Penalty: 1391.165527
	Iteration 0F: 2 clusters Score -240559.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -236453.968750 Penalty: 2782.331055
	Iteration 0F: 3 clusters Score -236454 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -238177.609375 Penalty: 2782.331055
	Iteration 1F: 3 clusters Score -238177.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -238799.968750 Penalty: 2782.331055
	Iteration 2F: 3 clusters Score -238800 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -239232.265625 Penalty: 2782.331055
	Iteration 3F: 3 clusters Score -239232.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -239483.703125 Penalty: 2782.331055
	Iteration 4F: 3 clusters Score -239483.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -239660.890625 Penalty: 2782.331055
	Iteration 5Q: 3 clusters Score -239660.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -239767.234375 Penalty: 2782.331055
	Iteration 6Q: 3 clusters Score -239767.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -239864.375000 Penalty: 2782.331055
	Iteration 7Q: 3 clusters Score -239864.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -239928.531250 Penalty: 2782.331055
	Iteration 8Q: 3 clusters Score -239928.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -239972.828125 Penalty: 2782.331055
	Iteration 9Q: 3 clusters Score -239972.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -240006.062500 Penalty: 2782.331055
	Iteration 10Q: 3 clusters Score -240006.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -240027.640625 Penalty: 2782.331055
	Iteration 11Q: 3 clusters Score -240027.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -240041.390625 Penalty: 2782.331055
	Iteration 12Q: 3 clusters Score -240041.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -240049.296875 Penalty: 2782.331055
	Iteration 13Q: 3 clusters Score -240049.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -240059.484375 Penalty: 2782.331055
	Iteration 14Q: 3 clusters Score -240059.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -240067.484375 Penalty: 2782.331055
	Iteration 15Q: 3 clusters Score -240067.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -240072.156250 Penalty: 2782.331055
	Iteration 16Q: 3 clusters Score -240072.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -240076.359375 Penalty: 2782.331055
	Iteration 17Q: 3 clusters Score -240076.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -240079.062500 Penalty: 2782.331055
	Iteration 18Q: 3 clusters Score -240079.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -240082.453125 Penalty: 2782.331055
	Iteration 19Q: 3 clusters Score -240082.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -240085.468750 Penalty: 2782.331055
	Iteration 20F: 3 clusters Score -240085.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -240086.609375 Penalty: 2782.331055
	Iteration 21Q: 3 clusters Score -240086.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -240087.015625 Penalty: 2782.331055
	Iteration 22Q: 3 clusters Score -240087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -240087.546875 Penalty: 2782.331055
	Iteration 23Q: 3 clusters Score -240087.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -240087.890625 Penalty: 2782.331055
	Iteration 24Q: 3 clusters Score -240087.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -240088.343750 Penalty: 2782.331055
	Iteration 25Q: 3 clusters Score -240088.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -240088.796875 Penalty: 2782.331055
	Iteration 26Q: 3 clusters Score -240088.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -240089.359375 Penalty: 2782.331055
	Iteration 27Q: 3 clusters Score -240089.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -240089.765625 Penalty: 2782.331055
	Iteration 28Q: 3 clusters Score -240089.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -240089.765625 Penalty: 2782.331055
	Iteration 29Q: 3 clusters Score -240089.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -240089.765625 Penalty: 2782.331055
	Iteration 30F: 3 clusters Score -240089.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Entering Unmasked Estep 
Score: -948558.687500 Penalty: 1593.991211
	Iteration 0F: 2 clusters Score -948558.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -935949.875000 Penalty: 3187.982422
	Iteration 0F: 3 clusters Score -935949.9 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -940404.812500 Penalty: 3187.982422
	Iteration 1F: 3 clusters Score -940404.8 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -940682.312500 Penalty: 3187.982422
	Iteration 2Q: 3 clusters Score -940682.3 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -940949.375000 Penalty: 3187.982422
	Iteration 3Q: 3 clusters Score -940949.4 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -941232.812500 Penalty: 3187.982422
	Iteration 4Q: 3 clusters Score -941232.8 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -941556.375000 Penalty: 3187.982422
	Iteration 5Q: 3 clusters Score -941556.4 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -941953.750000 Penalty: 3187.982422
	Iteration 6Q: 3 clusters Score -941953.8 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -942530.625000 Penalty: 3187.982422
	Iteration 7F: 3 clusters Score -942530.6 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -943297.812500 Penalty: 3187.982422
	Iteration 8F: 3 clusters Score -943297.8 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -944270.687500 Penalty: 3187.982422
	Iteration 9F: 3 clusters Score -944270.7 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -945171.062500 Penalty: 3187.982422
	Iteration 10F: 3 clusters Score -945171.1 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -945870.000000 Penalty: 3187.982422
	Iteration 11Q: 3 clusters Score -945870 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -946358.312500 Penalty: 3187.982422
	Iteration 12Q: 3 clusters Score -946358.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -946661.875000 Penalty: 3187.982422
	Iteration 13Q: 3 clusters Score -946661.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -946861.125000 Penalty: 3187.982422
	Iteration 14Q: 3 clusters Score -946861.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -947014.312500 Penalty: 3187.982422
	Iteration 15Q: 3 clusters Score -947014.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -947154.000000 Penalty: 3187.982422
	Iteration 16Q: 3 clusters Score -947154 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -947252.500000 Penalty: 3187.982422
	Iteration 17Q: 3 clusters Score -947252.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -947334.125000 Penalty: 3187.982422
	Iteration 18Q: 3 clusters Score -947334.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -947389.562500 Penalty: 3187.982422
	Iteration 19Q: 3 clusters Score -947389.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -947422.437500 Penalty: 3187.982422
	Iteration 20F: 3 clusters Score -947422.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -947459.312500 Penalty: 3187.982422
	Iteration 21Q: 3 clusters Score -947459.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -947494.750000 Penalty: 3187.982422
	Iteration 22Q: 3 clusters Score -947494.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -947512.562500 Penalty: 3187.982422
	Iteration 23Q: 3 clusters Score -947512.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -947529.937500 Penalty: 3187.982422
	Iteration 24Q: 3 clusters Score -947529.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -947544.750000 Penalty: 3187.982422
	Iteration 25Q: 3 clusters Score -947544.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -947553.000000 Penalty: 3187.982422
	Iteration 26Q: 3 clusters Score -947553 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -947563.312500 Penalty: 3187.982422
	Iteration 27Q: 3 clusters Score -947563.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -947581.125000 Penalty: 3187.982422
	Iteration 28Q: 3 clusters Score -947581.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -947588.312500 Penalty: 3187.982422
	Iteration 29Q: 3 clusters Score -947588.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -947591.687500 Penalty: 3187.982422
	Iteration 30Q: 3 clusters Score -947591.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -947596.187500 Penalty: 3187.982422
	Iteration 31Q: 3 clusters Score -947596.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -947599.125000 Penalty: 3187.982422
	Iteration 32Q: 3 clusters Score -947599.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -947601.000000 Penalty: 3187.982422
	Iteration 33Q: 3 clusters Score -947601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -947604.937500 Penalty: 3187.982422
	Iteration 34Q: 3 clusters Score -947604.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -947606.187500 Penalty: 3187.982422
	Iteration 35Q: 3 clusters Score -947606.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -947609.687500 Penalty: 3187.982422
	Iteration 36Q: 3 clusters Score -947609.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -947614.250000 Penalty: 3187.982422
	Iteration 37Q: 3 clusters Score -947614.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -947618.500000 Penalty: 3187.982422
	Iteration 38Q: 3 clusters Score -947618.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -947620.875000 Penalty: 3187.982422
	Iteration 39Q: 3 clusters Score -947620.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -947623.875000 Penalty: 3187.982422
	Iteration 40F: 3 clusters Score -947623.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -947626.937500 Penalty: 3187.982422
	Iteration 41Q: 3 clusters Score -947626.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -947629.625000 Penalty: 3187.982422
	Iteration 42Q: 3 clusters Score -947629.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -947630.000000 Penalty: 3187.982422
	Iteration 43Q: 3 clusters Score -947630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -947634.125000 Penalty: 3187.982422
	Iteration 44Q: 3 clusters Score -947634.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -947634.187500 Penalty: 3187.982422
	Iteration 45Q: 3 clusters Score -947634.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -947634.375000 Penalty: 3187.982422
	Iteration 46Q: 3 clusters Score -947634.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -947636.375000 Penalty: 3187.982422
	Iteration 47Q: 3 clusters Score -947636.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -947635.000000 Penalty: 3187.982422
	Iteration 48Q: 3 clusters Score -947635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -947635.937500 Penalty: 3187.982422
	Iteration 49Q: 3 clusters Score -947635.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -947635.937500 Penalty: 3187.982422
	Iteration 50Q: 3 clusters Score -947635.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -947635.937500 Penalty: 3187.982422
	Iteration 51F: 3 clusters Score -947635.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Entering Unmasked Estep 
Score: -368703.625000 Penalty: 1463.158813
	Iteration 0F: 2 clusters Score -368703.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -362668.843750 Penalty: 2926.317627
	Iteration 0F: 3 clusters Score -362668.8 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -364701.187500 Penalty: 2926.317627
	Iteration 1F: 3 clusters Score -364701.2 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -365032.718750 Penalty: 2926.317627
	Iteration 2F: 3 clusters Score -365032.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -365441.562500 Penalty: 2926.317627
	Iteration 3F: 3 clusters Score -365441.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -365970.968750 Penalty: 2926.317627
	Iteration 4F: 3 clusters Score -365971 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -366470.812500 Penalty: 2926.317627
	Iteration 5F: 3 clusters Score -366470.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -366817.781250 Penalty: 2926.317627
	Iteration 6F: 3 clusters Score -366817.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -367103.562500 Penalty: 2926.317627
	Iteration 7F: 3 clusters Score -367103.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -367344.343750 Penalty: 2926.317627
	Iteration 8Q: 3 clusters Score -367344.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -367526.687500 Penalty: 2926.317627
	Iteration 9Q: 3 clusters Score -367526.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -367720.125000 Penalty: 2926.317627
	Iteration 10Q: 3 clusters Score -367720.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -367913.125000 Penalty: 2926.317627
	Iteration 11Q: 3 clusters Score -367913.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -368093.250000 Penalty: 2926.317627
	Iteration 12Q: 3 clusters Score -368093.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -368266.343750 Penalty: 2926.317627
	Iteration 13Q: 3 clusters Score -368266.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -368407.375000 Penalty: 2926.317627
	Iteration 14Q: 3 clusters Score -368407.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -368540.281250 Penalty: 2926.317627
	Iteration 15Q: 3 clusters Score -368540.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -368656.843750 Penalty: 2926.317627
	Iteration 16Q: 3 clusters Score -368656.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -368764.500000 Penalty: 2926.317627
	Iteration 17Q: 3 clusters Score -368764.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -368829.843750 Penalty: 2926.317627
	Iteration 18Q: 3 clusters Score -368829.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -368873.656250 Penalty: 2926.317627
	Iteration 19Q: 3 clusters Score -368873.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -368902.906250 Penalty: 2926.317627
	Iteration 20F: 3 clusters Score -368902.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -368918.843750 Penalty: 2926.317627
	Iteration 21Q: 3 clusters Score -368918.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -368932.031250 Penalty: 2926.317627
	Iteration 22Q: 3 clusters Score -368932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -368939.718750 Penalty: 2926.317627
	Iteration 23Q: 3 clusters Score -368939.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -368945.843750 Penalty: 2926.317627
	Iteration 24Q: 3 clusters Score -368945.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -368949.250000 Penalty: 2926.317627
	Iteration 25Q: 3 clusters Score -368949.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -368951.937500 Penalty: 2926.317627
	Iteration 26Q: 3 clusters Score -368951.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -368953.593750 Penalty: 2926.317627
	Iteration 27Q: 3 clusters Score -368953.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -368953.562500 Penalty: 2926.317627
	Iteration 28Q: 3 clusters Score -368953.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -368954.531250 Penalty: 2926.317627
	Iteration 29Q: 3 clusters Score -368954.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -368954.531250 Penalty: 2926.317627
	Iteration 30F: 3 clusters Score -368954.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 69166 members 
Mstep: Class 3 contains 5100 members 
Mstep: Class 4 contains 6348 members 
Mstep: Class 5 contains 5224 members 
Mstep: Class 6 contains 18200 members 
Mstep: Class 7 contains 7267 members 
Mstep: Class 8 contains 71520 members 
Mstep: Class 9 contains 11677 members 
Mstep: Class 10 contains 101212 members 
Mstep: Class 11 contains 28940 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 6654 members 
Mstep: Class 14 contains 8625 members 
Mstep: Class 15 contains 8341 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80788 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 30272 members 
Mstep: Class 21 contains 199628 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 19922 members 
Mstep: Class 24 contains 7875 members 
Mstep: Class 25 contains 869 members 
Entering Unmasked Estep 
Score: -35922304.000000 Penalty: 54738.777344
Splitting cluster 7 changes total score from -35922764.000000 to -35922304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (71520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71520 members 
Entering Unmasked Estep 
Score: -3795005.250000 Penalty: 1816.381470
	Iteration 0F: 2 clusters Score -3795005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -3747101.750000 Penalty: 3632.762939
	Iteration 0F: 3 clusters Score -3747102 nChanged 34055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -3767093.250000 Penalty: 3632.762939
	Iteration 1F: 3 clusters Score -3767093 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -3768108.250000 Penalty: 3632.762939
	Iteration 2Q: 3 clusters Score -3768108 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -3769728.000000 Penalty: 3632.762939
	Iteration 3Q: 3 clusters Score -3769728 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -3772112.250000 Penalty: 3632.762939
	Iteration 4F: 3 clusters Score -3772112 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -3775108.500000 Penalty: 3632.762939
	Iteration 5F: 3 clusters Score -3775108 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -3777962.000000 Penalty: 3632.762939
	Iteration 6F: 3 clusters Score -3777962 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -3780063.750000 Penalty: 3632.762939
	Iteration 7F: 3 clusters Score -3780064 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -3781377.000000 Penalty: 3632.762939
	Iteration 8Q: 3 clusters Score -3781377 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -3782245.000000 Penalty: 3632.762939
	Iteration 9Q: 3 clusters Score -3782245 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -3783065.250000 Penalty: 3632.762939
	Iteration 10Q: 3 clusters Score -3783065 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -3783991.750000 Penalty: 3632.762939
	Iteration 11Q: 3 clusters Score -3783992 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -3785201.750000 Penalty: 3632.762939
	Iteration 12Q: 3 clusters Score -3785202 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -3786604.500000 Penalty: 3632.762939
	Iteration 13Q: 3 clusters Score -3786604 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -3787851.000000 Penalty: 3632.762939
	Iteration 14Q: 3 clusters Score -3787851 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -3788702.250000 Penalty: 3632.762939
	Iteration 15Q: 3 clusters Score -3788702 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -3789230.250000 Penalty: 3632.762939
	Iteration 16Q: 3 clusters Score -3789230 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -3789553.250000 Penalty: 3632.762939
	Iteration 17Q: 3 clusters Score -3789553 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -3789797.500000 Penalty: 3632.762939
	Iteration 18Q: 3 clusters Score -3789798 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -3789945.500000 Penalty: 3632.762939
	Iteration 19Q: 3 clusters Score -3789946 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -3790056.750000 Penalty: 3632.762939
	Iteration 20F: 3 clusters Score -3790057 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -3790150.500000 Penalty: 3632.762939
	Iteration 21Q: 3 clusters Score -3790150 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -3790218.250000 Penalty: 3632.762939
	Iteration 22Q: 3 clusters Score -3790218 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -3790262.000000 Penalty: 3632.762939
	Iteration 23Q: 3 clusters Score -3790262 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -3790292.750000 Penalty: 3632.762939
	Iteration 24Q: 3 clusters Score -3790293 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -3790327.750000 Penalty: 3632.762939
	Iteration 25Q: 3 clusters Score -3790328 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -3790356.750000 Penalty: 3632.762939
	Iteration 26Q: 3 clusters Score -3790357 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -3790375.750000 Penalty: 3632.762939
	Iteration 27Q: 3 clusters Score -3790376 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -3790389.750000 Penalty: 3632.762939
	Iteration 28Q: 3 clusters Score -3790390 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -3790404.000000 Penalty: 3632.762939
	Iteration 29Q: 3 clusters Score -3790404 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -3790419.750000 Penalty: 3632.762939
	Iteration 30Q: 3 clusters Score -3790420 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -3790420.000000 Penalty: 3632.762939
	Iteration 31Q: 3 clusters Score -3790420 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -3790427.750000 Penalty: 3632.762939
	Iteration 32Q: 3 clusters Score -3790428 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -3790451.750000 Penalty: 3632.762939
	Iteration 33Q: 3 clusters Score -3790452 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -3790457.750000 Penalty: 3632.762939
	Iteration 34Q: 3 clusters Score -3790458 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -3790463.500000 Penalty: 3632.762939
	Iteration 35Q: 3 clusters Score -3790464 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -3790463.500000 Penalty: 3632.762939
	Iteration 36Q: 3 clusters Score -3790464 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -3790486.000000 Penalty: 3632.762939
	Iteration 37Q: 3 clusters Score -3790486 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -3790488.000000 Penalty: 3632.762939
	Iteration 38Q: 3 clusters Score -3790488 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -3790494.000000 Penalty: 3632.762939
	Iteration 39Q: 3 clusters Score -3790494 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -3790495.000000 Penalty: 3632.762939
	Iteration 40F: 3 clusters Score -3790495 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -3790503.250000 Penalty: 3632.762939
	Iteration 41Q: 3 clusters Score -3790503 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -3790501.250000 Penalty: 3632.762939
	Iteration 42Q: 3 clusters Score -3790501 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -3790511.000000 Penalty: 3632.762939
	Iteration 43Q: 3 clusters Score -3790511 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -3790520.250000 Penalty: 3632.762939
	Iteration 44Q: 3 clusters Score -3790520 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -3790520.000000 Penalty: 3632.762939
	Iteration 45Q: 3 clusters Score -3790520 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -3790536.500000 Penalty: 3632.762939
	Iteration 46Q: 3 clusters Score -3790536 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -3790530.500000 Penalty: 3632.762939
	Iteration 47Q: 3 clusters Score -3790530 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -3790541.250000 Penalty: 3632.762939
	Iteration 48Q: 3 clusters Score -3790541 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -3790558.000000 Penalty: 3632.762939
	Iteration 49Q: 3 clusters Score -3790558 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -3790548.750000 Penalty: 3632.762939
	Iteration 50Q: 3 clusters Score -3790549 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -3790550.250000 Penalty: 3632.762939
	Iteration 51Q: 3 clusters Score -3790550 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -3790553.750000 Penalty: 3632.762939
	Iteration 52Q: 3 clusters Score -3790554 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -3790545.250000 Penalty: 3632.762939
	Iteration 53Q: 3 clusters Score -3790545 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -3790558.000000 Penalty: 3632.762939
	Iteration 54Q: 3 clusters Score -3790558 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -3790569.500000 Penalty: 3632.762939
	Iteration 55Q: 3 clusters Score -3790570 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -3790565.250000 Penalty: 3632.762939
	Iteration 56Q: 3 clusters Score -3790565 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -3790568.750000 Penalty: 3632.762939
	Iteration 57Q: 3 clusters Score -3790569 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -3790567.250000 Penalty: 3632.762939
	Iteration 58Q: 3 clusters Score -3790567 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -3790568.250000 Penalty: 3632.762939
	Iteration 59Q: 3 clusters Score -3790568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -3790568.000000 Penalty: 3632.762939
	Iteration 60F: 3 clusters Score -3790568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -3790567.000000 Penalty: 3632.762939
	Iteration 61Q: 3 clusters Score -3790567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -3790565.500000 Penalty: 3632.762939
	Iteration 62Q: 3 clusters Score -3790566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -3790572.000000 Penalty: 3632.762939
	Iteration 63Q: 3 clusters Score -3790572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -3790575.250000 Penalty: 3632.762939
	Iteration 64Q: 3 clusters Score -3790575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -3790578.500000 Penalty: 3632.762939
	Iteration 65Q: 3 clusters Score -3790578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -3790572.250000 Penalty: 3632.762939
	Iteration 66Q: 3 clusters Score -3790572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -3790569.250000 Penalty: 3632.762939
	Iteration 67Q: 3 clusters Score -3790569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -3790572.000000 Penalty: 3632.762939
	Iteration 68Q: 3 clusters Score -3790572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -3790575.500000 Penalty: 3632.762939
	Iteration 69Q: 3 clusters Score -3790576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -3790567.750000 Penalty: 3632.762939
	Iteration 70Q: 3 clusters Score -3790568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -3790568.750000 Penalty: 3632.762939
	Iteration 71Q: 3 clusters Score -3790569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -3790567.000000 Penalty: 3632.762939
	Iteration 72Q: 3 clusters Score -3790567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -3790561.500000 Penalty: 3632.762939
	Iteration 73Q: 3 clusters Score -3790562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -3790574.750000 Penalty: 3632.762939
	Iteration 74Q: 3 clusters Score -3790575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -3790571.250000 Penalty: 3632.762939
	Iteration 75Q: 3 clusters Score -3790571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -3790571.000000 Penalty: 3632.762939
	Iteration 76Q: 3 clusters Score -3790571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -3790573.000000 Penalty: 3632.762939
	Iteration 77Q: 3 clusters Score -3790573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -3790572.000000 Penalty: 3632.762939
	Iteration 78Q: 3 clusters Score -3790572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -3790571.250000 Penalty: 3632.762939
	Iteration 79Q: 3 clusters Score -3790571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -3790572.500000 Penalty: 3632.762939
	Iteration 80F: 3 clusters Score -3790572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -3790574.500000 Penalty: 3632.762939
	Iteration 81Q: 3 clusters Score -3790574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -3790575.250000 Penalty: 3632.762939
	Iteration 82Q: 3 clusters Score -3790575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -3790582.750000 Penalty: 3632.762939
	Iteration 83Q: 3 clusters Score -3790583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -3790579.750000 Penalty: 3632.762939
	Iteration 84Q: 3 clusters Score -3790580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -3790580.500000 Penalty: 3632.762939
	Iteration 85Q: 3 clusters Score -3790580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -3790581.250000 Penalty: 3632.762939
	Iteration 86Q: 3 clusters Score -3790581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -3790581.500000 Penalty: 3632.762939
	Iteration 87Q: 3 clusters Score -3790582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -3790585.250000 Penalty: 3632.762939
	Iteration 88Q: 3 clusters Score -3790585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -3790581.500000 Penalty: 3632.762939
	Iteration 89Q: 3 clusters Score -3790582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -3790579.750000 Penalty: 3632.762939
	Iteration 90Q: 3 clusters Score -3790580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -3790587.500000 Penalty: 3632.762939
	Iteration 91Q: 3 clusters Score -3790588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -3790588.250000 Penalty: 3632.762939
	Iteration 92Q: 3 clusters Score -3790588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -3790593.500000 Penalty: 3632.762939
	Iteration 93Q: 3 clusters Score -3790594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -3790591.250000 Penalty: 3632.762939
	Iteration 94Q: 3 clusters Score -3790591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -3790591.750000 Penalty: 3632.762939
	Iteration 95Q: 3 clusters Score -3790592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -3790594.750000 Penalty: 3632.762939
	Iteration 96Q: 3 clusters Score -3790595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -3790590.250000 Penalty: 3632.762939
	Iteration 97Q: 3 clusters Score -3790590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -3790589.250000 Penalty: 3632.762939
	Iteration 98Q: 3 clusters Score -3790589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -3790590.750000 Penalty: 3632.762939
	Iteration 99Q: 3 clusters Score -3790591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -3790595.000000 Penalty: 3632.762939
	Iteration 100F: 3 clusters Score -3790595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -3790597.000000 Penalty: 3632.762939
	Iteration 101Q: 3 clusters Score -3790597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -3790599.000000 Penalty: 3632.762939
	Iteration 102Q: 3 clusters Score -3790599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -3790596.000000 Penalty: 3632.762939
	Iteration 103Q: 3 clusters Score -3790596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -3790597.000000 Penalty: 3632.762939
	Iteration 104Q: 3 clusters Score -3790597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -3790596.250000 Penalty: 3632.762939
	Iteration 105Q: 3 clusters Score -3790596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -3790592.000000 Penalty: 3632.762939
	Iteration 106Q: 3 clusters Score -3790592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -3790592.750000 Penalty: 3632.762939
	Iteration 107Q: 3 clusters Score -3790593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -3790595.750000 Penalty: 3632.762939
	Iteration 108Q: 3 clusters Score -3790596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -3790595.250000 Penalty: 3632.762939
	Iteration 109Q: 3 clusters Score -3790595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -3790596.000000 Penalty: 3632.762939
	Iteration 110Q: 3 clusters Score -3790596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -3790595.500000 Penalty: 3632.762939
	Iteration 111Q: 3 clusters Score -3790596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -3790598.250000 Penalty: 3632.762939
	Iteration 112Q: 3 clusters Score -3790598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -3790598.250000 Penalty: 3632.762939
	Iteration 113F: 3 clusters Score -3790598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Entering Unmasked Estep 
Score: -588857.062500 Penalty: 1521.873657
	Iteration 0F: 2 clusters Score -588857.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -580668.750000 Penalty: 3043.747314
	Iteration 0F: 3 clusters Score -580668.8 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -583604.875000 Penalty: 3043.747314
	Iteration 1F: 3 clusters Score -583604.9 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -584129.312500 Penalty: 3043.747314
	Iteration 2F: 3 clusters Score -584129.3 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -584726.437500 Penalty: 3043.747314
	Iteration 3F: 3 clusters Score -584726.4 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -585493.562500 Penalty: 3043.747314
	Iteration 4F: 3 clusters Score -585493.6 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -586373.750000 Penalty: 3043.747314
	Iteration 5F: 3 clusters Score -586373.8 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -587167.937500 Penalty: 3043.747314
	Iteration 6F: 3 clusters Score -587167.9 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -587716.812500 Penalty: 3043.747314
	Iteration 7F: 3 clusters Score -587716.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -588139.125000 Penalty: 3043.747314
	Iteration 8Q: 3 clusters Score -588139.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -588485.875000 Penalty: 3043.747314
	Iteration 9Q: 3 clusters Score -588485.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -588778.937500 Penalty: 3043.747314
	Iteration 10Q: 3 clusters Score -588778.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -588981.187500 Penalty: 3043.747314
	Iteration 11Q: 3 clusters Score -588981.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -589087.500000 Penalty: 3043.747314
	Iteration 12Q: 3 clusters Score -589087.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -589164.625000 Penalty: 3043.747314
	Iteration 13Q: 3 clusters Score -589164.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -589197.187500 Penalty: 3043.747314
	Iteration 14Q: 3 clusters Score -589197.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -589213.750000 Penalty: 3043.747314
	Iteration 15Q: 3 clusters Score -589213.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -589223.562500 Penalty: 3043.747314
	Iteration 16Q: 3 clusters Score -589223.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -589226.375000 Penalty: 3043.747314
	Iteration 17Q: 3 clusters Score -589226.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -589230.312500 Penalty: 3043.747314
	Iteration 18Q: 3 clusters Score -589230.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -589236.375000 Penalty: 3043.747314
	Iteration 19Q: 3 clusters Score -589236.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -589239.937500 Penalty: 3043.747314
	Iteration 20F: 3 clusters Score -589239.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -589241.687500 Penalty: 3043.747314
	Iteration 21Q: 3 clusters Score -589241.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -589243.312500 Penalty: 3043.747314
	Iteration 22Q: 3 clusters Score -589243.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -589245.500000 Penalty: 3043.747314
	Iteration 23Q: 3 clusters Score -589245.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -589248.625000 Penalty: 3043.747314
	Iteration 24Q: 3 clusters Score -589248.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -589250.875000 Penalty: 3043.747314
	Iteration 25Q: 3 clusters Score -589250.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -589249.750000 Penalty: 3043.747314
	Iteration 26Q: 3 clusters Score -589249.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -589250.375000 Penalty: 3043.747314
	Iteration 27Q: 3 clusters Score -589250.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -589250.625000 Penalty: 3043.747314
	Iteration 28Q: 3 clusters Score -589250.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -589250.937500 Penalty: 3043.747314
	Iteration 29Q: 3 clusters Score -589250.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -589250.937500 Penalty: 3043.747314
	Iteration 30F: 3 clusters Score -589250.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 69166 members 
Mstep: Class 3 contains 5100 members 
Mstep: Class 4 contains 6348 members 
Mstep: Class 5 contains 5224 members 
Mstep: Class 6 contains 18200 members 
Mstep: Class 7 contains 8136 members 
Mstep: Class 8 contains 71520 members 
Mstep: Class 9 contains 7682 members 
Mstep: Class 10 contains 101212 members 
Mstep: Class 11 contains 28940 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 6654 members 
Mstep: Class 14 contains 8625 members 
Mstep: Class 15 contains 8341 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80788 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 30272 members 
Mstep: Class 21 contains 199628 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 19922 members 
Mstep: Class 24 contains 7875 members 
Mstep: Class 25 contains 3995 members 
Entering Unmasked Estep 
Score: -35922712.000000 Penalty: 54738.777344
Splitting cluster 9 changes total score from -35922764.000000 to -35922712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (101212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101212 members 
Entering Unmasked Estep 
Score: -5450300.500000 Penalty: 1872.808105
	Iteration 0F: 2 clusters Score -5450300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 50536 members 
Entering Unmasked Estep 
Score: -5382494.000000 Penalty: 3745.616211
	Iteration 0F: 3 clusters Score -5382494 nChanged 48624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -5410242.500000 Penalty: 3745.616211
	Iteration 1F: 3 clusters Score -5410242 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51520 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
Score: -5411030.500000 Penalty: 3745.616211
	Iteration 2Q: 3 clusters Score -5411030 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52138 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -5411854.000000 Penalty: 3745.616211
	Iteration 3Q: 3 clusters Score -5411854 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53043 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -5412878.000000 Penalty: 3745.616211
	Iteration 4Q: 3 clusters Score -5412878 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -5414384.000000 Penalty: 3745.616211
	Iteration 5Q: 3 clusters Score -5414384 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -5416482.500000 Penalty: 3745.616211
	Iteration 6Q: 3 clusters Score -5416482 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58995 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -5419256.000000 Penalty: 3745.616211
	Iteration 7F: 3 clusters Score -5419256 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62257 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -5422788.500000 Penalty: 3745.616211
	Iteration 8F: 3 clusters Score -5422788 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66018 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -5426986.000000 Penalty: 3745.616211
	Iteration 9F: 3 clusters Score -5426986 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69715 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -5431002.000000 Penalty: 3745.616211
	Iteration 10F: 3 clusters Score -5431002 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72898 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -5434083.000000 Penalty: 3745.616211
	Iteration 11Q: 3 clusters Score -5434083 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75550 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -5436318.000000 Penalty: 3745.616211
	Iteration 12Q: 3 clusters Score -5436318 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77852 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -5437823.500000 Penalty: 3745.616211
	Iteration 13Q: 3 clusters Score -5437824 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79935 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -5438936.000000 Penalty: 3745.616211
	Iteration 14Q: 3 clusters Score -5438936 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -5439938.000000 Penalty: 3745.616211
	Iteration 15Q: 3 clusters Score -5439938 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83845 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -5440840.000000 Penalty: 3745.616211
	Iteration 16Q: 3 clusters Score -5440840 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85696 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -5441667.500000 Penalty: 3745.616211
	Iteration 17Q: 3 clusters Score -5441668 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87477 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -5442522.000000 Penalty: 3745.616211
	Iteration 18Q: 3 clusters Score -5442522 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89186 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -5443407.500000 Penalty: 3745.616211
	Iteration 19Q: 3 clusters Score -5443408 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90745 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -5444269.500000 Penalty: 3745.616211
	Iteration 20F: 3 clusters Score -5444270 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92135 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -5445100.000000 Penalty: 3745.616211
	Iteration 21Q: 3 clusters Score -5445100 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93302 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -5445792.000000 Penalty: 3745.616211
	Iteration 22Q: 3 clusters Score -5445792 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94381 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -5446482.500000 Penalty: 3745.616211
	Iteration 23Q: 3 clusters Score -5446482 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95261 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -5446969.000000 Penalty: 3745.616211
	Iteration 24Q: 3 clusters Score -5446969 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95958 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -5447349.000000 Penalty: 3745.616211
	Iteration 25Q: 3 clusters Score -5447349 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96541 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -5447600.500000 Penalty: 3745.616211
	Iteration 26Q: 3 clusters Score -5447600 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96994 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -5447796.000000 Penalty: 3745.616211
	Iteration 27Q: 3 clusters Score -5447796 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97371 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -5447908.000000 Penalty: 3745.616211
	Iteration 28Q: 3 clusters Score -5447908 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97693 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -5448023.000000 Penalty: 3745.616211
	Iteration 29Q: 3 clusters Score -5448023 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97973 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -5448117.500000 Penalty: 3745.616211
	Iteration 30Q: 3 clusters Score -5448118 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98208 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -5448181.500000 Penalty: 3745.616211
	Iteration 31Q: 3 clusters Score -5448182 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98414 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -5448256.000000 Penalty: 3745.616211
	Iteration 32Q: 3 clusters Score -5448256 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98606 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -5448311.500000 Penalty: 3745.616211
	Iteration 33Q: 3 clusters Score -5448312 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98779 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5448339.500000 Penalty: 3745.616211
	Iteration 34Q: 3 clusters Score -5448340 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98924 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -5448379.000000 Penalty: 3745.616211
	Iteration 35Q: 3 clusters Score -5448379 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99046 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -5448425.500000 Penalty: 3745.616211
	Iteration 36Q: 3 clusters Score -5448426 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99149 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -5448473.000000 Penalty: 3745.616211
	Iteration 37Q: 3 clusters Score -5448473 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99250 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5448522.000000 Penalty: 3745.616211
	Iteration 38Q: 3 clusters Score -5448522 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99341 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5448565.500000 Penalty: 3745.616211
	Iteration 39Q: 3 clusters Score -5448566 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99411 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5448578.000000 Penalty: 3745.616211
	Iteration 40F: 3 clusters Score -5448578 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99472 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5448598.500000 Penalty: 3745.616211
	Iteration 41Q: 3 clusters Score -5448598 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99519 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5448615.000000 Penalty: 3745.616211
	Iteration 42Q: 3 clusters Score -5448615 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99559 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5448620.000000 Penalty: 3745.616211
	Iteration 43Q: 3 clusters Score -5448620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99599 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5448630.500000 Penalty: 3745.616211
	Iteration 44Q: 3 clusters Score -5448630 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99651 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5448635.500000 Penalty: 3745.616211
	Iteration 45Q: 3 clusters Score -5448636 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99696 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5448636.000000 Penalty: 3745.616211
	Iteration 46Q: 3 clusters Score -5448636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99737 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5448656.000000 Penalty: 3745.616211
	Iteration 47Q: 3 clusters Score -5448656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99762 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5448662.500000 Penalty: 3745.616211
	Iteration 48Q: 3 clusters Score -5448662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99788 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5448675.000000 Penalty: 3745.616211
	Iteration 49Q: 3 clusters Score -5448675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99807 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5448679.000000 Penalty: 3745.616211
	Iteration 50Q: 3 clusters Score -5448679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99820 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5448681.000000 Penalty: 3745.616211
	Iteration 51Q: 3 clusters Score -5448681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99830 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5448686.500000 Penalty: 3745.616211
	Iteration 52Q: 3 clusters Score -5448686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99842 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5448681.000000 Penalty: 3745.616211
	Iteration 53Q: 3 clusters Score -5448681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99853 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5448683.000000 Penalty: 3745.616211
	Iteration 54Q: 3 clusters Score -5448683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99864 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5448681.000000 Penalty: 3745.616211
	Iteration 55Q: 3 clusters Score -5448681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99876 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5448684.000000 Penalty: 3745.616211
	Iteration 56Q: 3 clusters Score -5448684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99894 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5448686.500000 Penalty: 3745.616211
	Iteration 57Q: 3 clusters Score -5448686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99909 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5448695.500000 Penalty: 3745.616211
	Iteration 58Q: 3 clusters Score -5448696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99924 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5448694.500000 Penalty: 3745.616211
	Iteration 59Q: 3 clusters Score -5448694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99933 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5448698.500000 Penalty: 3745.616211
	Iteration 60F: 3 clusters Score -5448698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99942 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5448692.500000 Penalty: 3745.616211
	Iteration 61Q: 3 clusters Score -5448692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99951 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5448693.500000 Penalty: 3745.616211
	Iteration 62Q: 3 clusters Score -5448694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99960 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5448694.500000 Penalty: 3745.616211
	Iteration 63Q: 3 clusters Score -5448694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99971 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5448705.000000 Penalty: 3745.616211
	Iteration 64Q: 3 clusters Score -5448705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99985 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5448704.500000 Penalty: 3745.616211
	Iteration 65Q: 3 clusters Score -5448704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99999 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5448710.500000 Penalty: 3745.616211
	Iteration 66Q: 3 clusters Score -5448710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100008 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5448706.500000 Penalty: 3745.616211
	Iteration 67Q: 3 clusters Score -5448706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100016 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5448705.500000 Penalty: 3745.616211
	Iteration 68Q: 3 clusters Score -5448706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100023 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5448708.000000 Penalty: 3745.616211
	Iteration 69Q: 3 clusters Score -5448708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100030 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5448713.000000 Penalty: 3745.616211
	Iteration 70Q: 3 clusters Score -5448713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100040 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5448713.000000 Penalty: 3745.616211
	Iteration 71Q: 3 clusters Score -5448713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100048 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5448716.000000 Penalty: 3745.616211
	Iteration 72Q: 3 clusters Score -5448716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100058 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5448715.000000 Penalty: 3745.616211
	Iteration 73Q: 3 clusters Score -5448715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100067 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5448731.000000 Penalty: 3745.616211
	Iteration 74Q: 3 clusters Score -5448731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100076 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5448732.500000 Penalty: 3745.616211
	Iteration 75Q: 3 clusters Score -5448732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100084 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5448735.500000 Penalty: 3745.616211
	Iteration 76Q: 3 clusters Score -5448736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100090 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5448737.500000 Penalty: 3745.616211
	Iteration 77Q: 3 clusters Score -5448738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100094 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5448741.000000 Penalty: 3745.616211
	Iteration 78Q: 3 clusters Score -5448741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100096 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5448737.500000 Penalty: 3745.616211
	Iteration 79Q: 3 clusters Score -5448738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100096 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5448737.500000 Penalty: 3745.616211
	Iteration 80F: 3 clusters Score -5448738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Entering Unmasked Estep 
Score: -1508718.375000 Penalty: 1669.359253
	Iteration 0F: 2 clusters Score -1508718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1489209.500000 Penalty: 3338.718506
	Iteration 0F: 3 clusters Score -1489210 nChanged 13294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1496498.875000 Penalty: 3338.718506
	Iteration 1F: 3 clusters Score -1496499 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -1496949.875000 Penalty: 3338.718506
	Iteration 2Q: 3 clusters Score -1496950 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -1497526.625000 Penalty: 3338.718506
	Iteration 3Q: 3 clusters Score -1497527 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -1498282.750000 Penalty: 3338.718506
	Iteration 4Q: 3 clusters Score -1498283 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -1499327.625000 Penalty: 3338.718506
	Iteration 5F: 3 clusters Score -1499328 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -1500745.125000 Penalty: 3338.718506
	Iteration 6F: 3 clusters Score -1500745 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -1502195.125000 Penalty: 3338.718506
	Iteration 7F: 3 clusters Score -1502195 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -1503369.375000 Penalty: 3338.718506
	Iteration 8F: 3 clusters Score -1503369 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -1504202.250000 Penalty: 3338.718506
	Iteration 9Q: 3 clusters Score -1504202 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -1504780.375000 Penalty: 3338.718506
	Iteration 10Q: 3 clusters Score -1504780 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -1505200.125000 Penalty: 3338.718506
	Iteration 11Q: 3 clusters Score -1505200 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -1505558.625000 Penalty: 3338.718506
	Iteration 12Q: 3 clusters Score -1505559 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -1505863.125000 Penalty: 3338.718506
	Iteration 13Q: 3 clusters Score -1505863 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -1506083.625000 Penalty: 3338.718506
	Iteration 14Q: 3 clusters Score -1506084 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -1506287.750000 Penalty: 3338.718506
	Iteration 15Q: 3 clusters Score -1506288 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -1506423.250000 Penalty: 3338.718506
	Iteration 16Q: 3 clusters Score -1506423 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -1506582.125000 Penalty: 3338.718506
	Iteration 17Q: 3 clusters Score -1506582 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -1506704.125000 Penalty: 3338.718506
	Iteration 18Q: 3 clusters Score -1506704 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -1506819.125000 Penalty: 3338.718506
	Iteration 19Q: 3 clusters Score -1506819 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -1506915.000000 Penalty: 3338.718506
	Iteration 20F: 3 clusters Score -1506915 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -1507009.875000 Penalty: 3338.718506
	Iteration 21Q: 3 clusters Score -1507010 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -1507069.125000 Penalty: 3338.718506
	Iteration 22Q: 3 clusters Score -1507069 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -1507131.000000 Penalty: 3338.718506
	Iteration 23Q: 3 clusters Score -1507131 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -1507178.125000 Penalty: 3338.718506
	Iteration 24Q: 3 clusters Score -1507178 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -1507209.750000 Penalty: 3338.718506
	Iteration 25Q: 3 clusters Score -1507210 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -1507226.750000 Penalty: 3338.718506
	Iteration 26Q: 3 clusters Score -1507227 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -1507241.875000 Penalty: 3338.718506
	Iteration 27Q: 3 clusters Score -1507242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -1507261.875000 Penalty: 3338.718506
	Iteration 28Q: 3 clusters Score -1507262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -1507276.625000 Penalty: 3338.718506
	Iteration 29Q: 3 clusters Score -1507277 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -1507292.000000 Penalty: 3338.718506
	Iteration 30Q: 3 clusters Score -1507292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -1507302.875000 Penalty: 3338.718506
	Iteration 31Q: 3 clusters Score -1507303 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -1507307.750000 Penalty: 3338.718506
	Iteration 32Q: 3 clusters Score -1507308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -1507313.625000 Penalty: 3338.718506
	Iteration 33Q: 3 clusters Score -1507314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -1507324.125000 Penalty: 3338.718506
	Iteration 34Q: 3 clusters Score -1507324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -1507325.375000 Penalty: 3338.718506
	Iteration 35Q: 3 clusters Score -1507325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -1507331.625000 Penalty: 3338.718506
	Iteration 36Q: 3 clusters Score -1507332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -1507340.875000 Penalty: 3338.718506
	Iteration 37Q: 3 clusters Score -1507341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -1507347.750000 Penalty: 3338.718506
	Iteration 38Q: 3 clusters Score -1507348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -1507351.125000 Penalty: 3338.718506
	Iteration 39Q: 3 clusters Score -1507351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -1507352.125000 Penalty: 3338.718506
	Iteration 40F: 3 clusters Score -1507352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -1507354.500000 Penalty: 3338.718506
	Iteration 41Q: 3 clusters Score -1507354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -1507356.875000 Penalty: 3338.718506
	Iteration 42Q: 3 clusters Score -1507357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -1507358.000000 Penalty: 3338.718506
	Iteration 43Q: 3 clusters Score -1507358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -1507357.250000 Penalty: 3338.718506
	Iteration 44Q: 3 clusters Score -1507357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -1507358.875000 Penalty: 3338.718506
	Iteration 45Q: 3 clusters Score -1507359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -1507360.750000 Penalty: 3338.718506
	Iteration 46Q: 3 clusters Score -1507361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -1507361.375000 Penalty: 3338.718506
	Iteration 47Q: 3 clusters Score -1507361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -1507361.500000 Penalty: 3338.718506
	Iteration 48Q: 3 clusters Score -1507362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -1507361.500000 Penalty: 3338.718506
	Iteration 49F: 3 clusters Score -1507362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Entering Unmasked Estep 
Score: -118174.078125 Penalty: 1309.375366
	Iteration 0F: 2 clusters Score -118174.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -115419.000000 Penalty: 2618.750732
	Iteration 0F: 3 clusters Score -115419 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -116253.453125 Penalty: 2618.750732
	Iteration 1F: 3 clusters Score -116253.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -116550.476562 Penalty: 2618.750732
	Iteration 2F: 3 clusters Score -116550.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -116820.992188 Penalty: 2618.750732
	Iteration 3F: 3 clusters Score -116821 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -117108.953125 Penalty: 2618.750732
	Iteration 4F: 3 clusters Score -117109 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -117363.757812 Penalty: 2618.750732
	Iteration 5F: 3 clusters Score -117363.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -117510.406250 Penalty: 2618.750732
	Iteration 6F: 3 clusters Score -117510.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -117598.960938 Penalty: 2618.750732
	Iteration 7Q: 3 clusters Score -117599 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -117639.335938 Penalty: 2618.750732
	Iteration 8Q: 3 clusters Score -117639.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -117667.554688 Penalty: 2618.750732
	Iteration 9Q: 3 clusters Score -117667.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -117695.367188 Penalty: 2618.750732
	Iteration 10Q: 3 clusters Score -117695.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -117707.625000 Penalty: 2618.750732
	Iteration 11Q: 3 clusters Score -117707.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -117712.828125 Penalty: 2618.750732
	Iteration 12Q: 3 clusters Score -117712.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -117716.250000 Penalty: 2618.750732
	Iteration 13Q: 3 clusters Score -117716.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -117717.117188 Penalty: 2618.750732
	Iteration 14Q: 3 clusters Score -117717.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -117718.406250 Penalty: 2618.750732
	Iteration 15Q: 3 clusters Score -117718.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -117720.617188 Penalty: 2618.750732
	Iteration 16Q: 3 clusters Score -117720.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -117721.953125 Penalty: 2618.750732
	Iteration 17Q: 3 clusters Score -117722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -117722.867188 Penalty: 2618.750732
	Iteration 18Q: 3 clusters Score -117722.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -117723.625000 Penalty: 2618.750732
	Iteration 19Q: 3 clusters Score -117723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -117723.765625 Penalty: 2618.750732
	Iteration 20F: 3 clusters Score -117723.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -117724.015625 Penalty: 2618.750732
	Iteration 21Q: 3 clusters Score -117724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -117724.414062 Penalty: 2618.750732
	Iteration 22Q: 3 clusters Score -117724.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -117724.609375 Penalty: 2618.750732
	Iteration 23Q: 3 clusters Score -117724.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -117725.789062 Penalty: 2618.750732
	Iteration 24Q: 3 clusters Score -117725.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -117725.789062 Penalty: 2618.750732
	Iteration 25F: 3 clusters Score -117725.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Entering Unmasked Estep 
Score: -336629.437500 Penalty: 1430.483276
	Iteration 0F: 2 clusters Score -336629.4 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 3340 members 
Entering Unmasked Estep 
Score: -331604.593750 Penalty: 2860.966553
	Iteration 0F: 3 clusters Score -331604.6 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -333123.218750 Penalty: 2860.966553
	Iteration 1F: 3 clusters Score -333123.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -333428.031250 Penalty: 2860.966553
	Iteration 2F: 3 clusters Score -333428 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -333655.406250 Penalty: 2860.966553
	Iteration 3F: 3 clusters Score -333655.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -333850.812500 Penalty: 2860.966553
	Iteration 4Q: 3 clusters Score -333850.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -334050.312500 Penalty: 2860.966553
	Iteration 5Q: 3 clusters Score -334050.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -334288.312500 Penalty: 2860.966553
	Iteration 6Q: 3 clusters Score -334288.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -334512.750000 Penalty: 2860.966553
	Iteration 7F: 3 clusters Score -334512.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -334686.656250 Penalty: 2860.966553
	Iteration 8Q: 3 clusters Score -334686.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -334849.718750 Penalty: 2860.966553
	Iteration 9Q: 3 clusters Score -334849.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -334984.187500 Penalty: 2860.966553
	Iteration 10Q: 3 clusters Score -334984.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -335070.781250 Penalty: 2860.966553
	Iteration 11Q: 3 clusters Score -335070.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -335141.093750 Penalty: 2860.966553
	Iteration 12Q: 3 clusters Score -335141.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -335198.312500 Penalty: 2860.966553
	Iteration 13Q: 3 clusters Score -335198.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -335239.031250 Penalty: 2860.966553
	Iteration 14Q: 3 clusters Score -335239 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -335272.250000 Penalty: 2860.966553
	Iteration 15Q: 3 clusters Score -335272.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -335301.593750 Penalty: 2860.966553
	Iteration 16Q: 3 clusters Score -335301.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -335322.843750 Penalty: 2860.966553
	Iteration 17Q: 3 clusters Score -335322.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -335338.031250 Penalty: 2860.966553
	Iteration 18Q: 3 clusters Score -335338 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -335349.093750 Penalty: 2860.966553
	Iteration 19Q: 3 clusters Score -335349.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -335360.531250 Penalty: 2860.966553
	Iteration 20F: 3 clusters Score -335360.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -335370.656250 Penalty: 2860.966553
	Iteration 21Q: 3 clusters Score -335370.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -335378.750000 Penalty: 2860.966553
	Iteration 22Q: 3 clusters Score -335378.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -335382.187500 Penalty: 2860.966553
	Iteration 23Q: 3 clusters Score -335382.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -335385.406250 Penalty: 2860.966553
	Iteration 24Q: 3 clusters Score -335385.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -335387.656250 Penalty: 2860.966553
	Iteration 25Q: 3 clusters Score -335387.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -335391.875000 Penalty: 2860.966553
	Iteration 26Q: 3 clusters Score -335391.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -335395.156250 Penalty: 2860.966553
	Iteration 27Q: 3 clusters Score -335395.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -335399.031250 Penalty: 2860.966553
	Iteration 28Q: 3 clusters Score -335399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -335401.250000 Penalty: 2860.966553
	Iteration 29Q: 3 clusters Score -335401.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -335403.125000 Penalty: 2860.966553
	Iteration 30Q: 3 clusters Score -335403.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -335404.343750 Penalty: 2860.966553
	Iteration 31Q: 3 clusters Score -335404.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -335403.625000 Penalty: 2860.966553
	Iteration 32Q: 3 clusters Score -335403.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -335404.968750 Penalty: 2860.966553
	Iteration 33Q: 3 clusters Score -335405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -335406.156250 Penalty: 2860.966553
	Iteration 34Q: 3 clusters Score -335406.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -335405.937500 Penalty: 2860.966553
	Iteration 35Q: 3 clusters Score -335405.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -335407.531250 Penalty: 2860.966553
	Iteration 36Q: 3 clusters Score -335407.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -335408.875000 Penalty: 2860.966553
	Iteration 37Q: 3 clusters Score -335408.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -335409.500000 Penalty: 2860.966553
	Iteration 38Q: 3 clusters Score -335409.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -335410.937500 Penalty: 2860.966553
	Iteration 39Q: 3 clusters Score -335410.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -335411.937500 Penalty: 2860.966553
	Iteration 40F: 3 clusters Score -335411.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -335412.375000 Penalty: 2860.966553
	Iteration 41Q: 3 clusters Score -335412.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -335412.656250 Penalty: 2860.966553
	Iteration 42Q: 3 clusters Score -335412.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -335412.937500 Penalty: 2860.966553
	Iteration 43Q: 3 clusters Score -335412.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -335414.250000 Penalty: 2860.966553
	Iteration 44Q: 3 clusters Score -335414.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -335414.718750 Penalty: 2860.966553
	Iteration 45Q: 3 clusters Score -335414.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -335417.031250 Penalty: 2860.966553
	Iteration 46Q: 3 clusters Score -335417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -335418.343750 Penalty: 2860.966553
	Iteration 47Q: 3 clusters Score -335418.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -335418.531250 Penalty: 2860.966553
	Iteration 48Q: 3 clusters Score -335418.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -335421.187500 Penalty: 2860.966553
	Iteration 49Q: 3 clusters Score -335421.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -335422.343750 Penalty: 2860.966553
	Iteration 50Q: 3 clusters Score -335422.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -335424.062500 Penalty: 2860.966553
	Iteration 51Q: 3 clusters Score -335424.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -335425.437500 Penalty: 2860.966553
	Iteration 52Q: 3 clusters Score -335425.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -335425.843750 Penalty: 2860.966553
	Iteration 53Q: 3 clusters Score -335425.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -335426.031250 Penalty: 2860.966553
	Iteration 54Q: 3 clusters Score -335426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -335425.937500 Penalty: 2860.966553
	Iteration 55Q: 3 clusters Score -335425.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -335425.937500 Penalty: 2860.966553
	Iteration 56F: 3 clusters Score -335425.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Entering Unmasked Estep 
Score: -430397.593750 Penalty: 1472.643188
	Iteration 0F: 2 clusters Score -430397.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -424155.375000 Penalty: 2945.286377
	Iteration 0F: 3 clusters Score -424155.4 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -426292.031250 Penalty: 2945.286377
	Iteration 1F: 3 clusters Score -426292 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -426836.250000 Penalty: 2945.286377
	Iteration 2F: 3 clusters Score -426836.2 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -427384.875000 Penalty: 2945.286377
	Iteration 3F: 3 clusters Score -427384.9 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -427929.500000 Penalty: 2945.286377
	Iteration 4F: 3 clusters Score -427929.5 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -428414.812500 Penalty: 2945.286377
	Iteration 5F: 3 clusters Score -428414.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -428835.250000 Penalty: 2945.286377
	Iteration 6F: 3 clusters Score -428835.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -429122.500000 Penalty: 2945.286377
	Iteration 7Q: 3 clusters Score -429122.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -429295.468750 Penalty: 2945.286377
	Iteration 8Q: 3 clusters Score -429295.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -429393.343750 Penalty: 2945.286377
	Iteration 9Q: 3 clusters Score -429393.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -429466.187500 Penalty: 2945.286377
	Iteration 10Q: 3 clusters Score -429466.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -429515.406250 Penalty: 2945.286377
	Iteration 11Q: 3 clusters Score -429515.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -429550.625000 Penalty: 2945.286377
	Iteration 12Q: 3 clusters Score -429550.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -429576.218750 Penalty: 2945.286377
	Iteration 13Q: 3 clusters Score -429576.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -429599.187500 Penalty: 2945.286377
	Iteration 14Q: 3 clusters Score -429599.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -429617.468750 Penalty: 2945.286377
	Iteration 15Q: 3 clusters Score -429617.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -429634.937500 Penalty: 2945.286377
	Iteration 16Q: 3 clusters Score -429634.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -429651.593750 Penalty: 2945.286377
	Iteration 17Q: 3 clusters Score -429651.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -429672.343750 Penalty: 2945.286377
	Iteration 18Q: 3 clusters Score -429672.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -429689.031250 Penalty: 2945.286377
	Iteration 19Q: 3 clusters Score -429689 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -429705.156250 Penalty: 2945.286377
	Iteration 20F: 3 clusters Score -429705.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -429712.781250 Penalty: 2945.286377
	Iteration 21Q: 3 clusters Score -429712.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -429723.656250 Penalty: 2945.286377
	Iteration 22Q: 3 clusters Score -429723.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -429735.906250 Penalty: 2945.286377
	Iteration 23Q: 3 clusters Score -429735.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -429743.781250 Penalty: 2945.286377
	Iteration 24Q: 3 clusters Score -429743.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -429761.156250 Penalty: 2945.286377
	Iteration 25Q: 3 clusters Score -429761.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -429779.968750 Penalty: 2945.286377
	Iteration 26Q: 3 clusters Score -429780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -429791.312500 Penalty: 2945.286377
	Iteration 27Q: 3 clusters Score -429791.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -429805.718750 Penalty: 2945.286377
	Iteration 28Q: 3 clusters Score -429805.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -429813.625000 Penalty: 2945.286377
	Iteration 29Q: 3 clusters Score -429813.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -429819.718750 Penalty: 2945.286377
	Iteration 30Q: 3 clusters Score -429819.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -429823.406250 Penalty: 2945.286377
	Iteration 31Q: 3 clusters Score -429823.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -429825.593750 Penalty: 2945.286377
	Iteration 32Q: 3 clusters Score -429825.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -429831.843750 Penalty: 2945.286377
	Iteration 33Q: 3 clusters Score -429831.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -429834.500000 Penalty: 2945.286377
	Iteration 34Q: 3 clusters Score -429834.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -429841.718750 Penalty: 2945.286377
	Iteration 35Q: 3 clusters Score -429841.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -429849.343750 Penalty: 2945.286377
	Iteration 36Q: 3 clusters Score -429849.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -429857.500000 Penalty: 2945.286377
	Iteration 37Q: 3 clusters Score -429857.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -429865.218750 Penalty: 2945.286377
	Iteration 38Q: 3 clusters Score -429865.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -429872.125000 Penalty: 2945.286377
	Iteration 39Q: 3 clusters Score -429872.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -429875.687500 Penalty: 2945.286377
	Iteration 40F: 3 clusters Score -429875.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -429879.875000 Penalty: 2945.286377
	Iteration 41Q: 3 clusters Score -429879.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -429884.843750 Penalty: 2945.286377
	Iteration 42Q: 3 clusters Score -429884.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -429888.187500 Penalty: 2945.286377
	Iteration 43Q: 3 clusters Score -429888.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -429890.468750 Penalty: 2945.286377
	Iteration 44Q: 3 clusters Score -429890.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -429891.906250 Penalty: 2945.286377
	Iteration 45Q: 3 clusters Score -429891.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -429892.937500 Penalty: 2945.286377
	Iteration 46Q: 3 clusters Score -429892.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -429894.562500 Penalty: 2945.286377
	Iteration 47Q: 3 clusters Score -429894.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -429900.468750 Penalty: 2945.286377
	Iteration 48Q: 3 clusters Score -429900.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -429903.281250 Penalty: 2945.286377
	Iteration 49Q: 3 clusters Score -429903.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -429909.000000 Penalty: 2945.286377
	Iteration 50Q: 3 clusters Score -429909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -429912.062500 Penalty: 2945.286377
	Iteration 51Q: 3 clusters Score -429912.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -429914.781250 Penalty: 2945.286377
	Iteration 52Q: 3 clusters Score -429914.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -429916.468750 Penalty: 2945.286377
	Iteration 53Q: 3 clusters Score -429916.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -429916.656250 Penalty: 2945.286377
	Iteration 54Q: 3 clusters Score -429916.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -429919.843750 Penalty: 2945.286377
	Iteration 55Q: 3 clusters Score -429919.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -429923.281250 Penalty: 2945.286377
	Iteration 56Q: 3 clusters Score -429923.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -429932.062500 Penalty: 2945.286377
	Iteration 57Q: 3 clusters Score -429932.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -429941.531250 Penalty: 2945.286377
	Iteration 58Q: 3 clusters Score -429941.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -429947.375000 Penalty: 2945.286377
	Iteration 59Q: 3 clusters Score -429947.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -429956.031250 Penalty: 2945.286377
	Iteration 60F: 3 clusters Score -429956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -429961.875000 Penalty: 2945.286377
	Iteration 61Q: 3 clusters Score -429961.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -429967.906250 Penalty: 2945.286377
	Iteration 62Q: 3 clusters Score -429967.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -429974.468750 Penalty: 2945.286377
	Iteration 63Q: 3 clusters Score -429974.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -429977.281250 Penalty: 2945.286377
	Iteration 64Q: 3 clusters Score -429977.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -429979.718750 Penalty: 2945.286377
	Iteration 65Q: 3 clusters Score -429979.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -429982.500000 Penalty: 2945.286377
	Iteration 66Q: 3 clusters Score -429982.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -429985.250000 Penalty: 2945.286377
	Iteration 67Q: 3 clusters Score -429985.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -429991.312500 Penalty: 2945.286377
	Iteration 68Q: 3 clusters Score -429991.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -429993.312500 Penalty: 2945.286377
	Iteration 69Q: 3 clusters Score -429993.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -429994.343750 Penalty: 2945.286377
	Iteration 70Q: 3 clusters Score -429994.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -429994.375000 Penalty: 2945.286377
	Iteration 71Q: 3 clusters Score -429994.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -429994.375000 Penalty: 2945.286377
	Iteration 72F: 3 clusters Score -429994.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Entering Unmasked Estep 
Score: -406308.937500 Penalty: 1467.202515
	Iteration 0F: 2 clusters Score -406308.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -400250.906250 Penalty: 2934.405029
	Iteration 0F: 3 clusters Score -400250.9 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -402311.468750 Penalty: 2934.405029
	Iteration 1F: 3 clusters Score -402311.5 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -402664.000000 Penalty: 2934.405029
	Iteration 2F: 3 clusters Score -402664 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -403013.875000 Penalty: 2934.405029
	Iteration 3F: 3 clusters Score -403013.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -403341.000000 Penalty: 2934.405029
	Iteration 4F: 3 clusters Score -403341 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -403631.156250 Penalty: 2934.405029
	Iteration 5F: 3 clusters Score -403631.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -403891.531250 Penalty: 2934.405029
	Iteration 6Q: 3 clusters Score -403891.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -404114.843750 Penalty: 2934.405029
	Iteration 7Q: 3 clusters Score -404114.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -404301.093750 Penalty: 2934.405029
	Iteration 8Q: 3 clusters Score -404301.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -404444.031250 Penalty: 2934.405029
	Iteration 9Q: 3 clusters Score -404444 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -404556.906250 Penalty: 2934.405029
	Iteration 10Q: 3 clusters Score -404556.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -404632.906250 Penalty: 2934.405029
	Iteration 11Q: 3 clusters Score -404632.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -404686.562500 Penalty: 2934.405029
	Iteration 12Q: 3 clusters Score -404686.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -404722.875000 Penalty: 2934.405029
	Iteration 13Q: 3 clusters Score -404722.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -404760.687500 Penalty: 2934.405029
	Iteration 14Q: 3 clusters Score -404760.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -404790.062500 Penalty: 2934.405029
	Iteration 15Q: 3 clusters Score -404790.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -404816.875000 Penalty: 2934.405029
	Iteration 16Q: 3 clusters Score -404816.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -404844.937500 Penalty: 2934.405029
	Iteration 17Q: 3 clusters Score -404844.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -404867.625000 Penalty: 2934.405029
	Iteration 18Q: 3 clusters Score -404867.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -404888.062500 Penalty: 2934.405029
	Iteration 19Q: 3 clusters Score -404888.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -404911.468750 Penalty: 2934.405029
	Iteration 20F: 3 clusters Score -404911.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -404931.656250 Penalty: 2934.405029
	Iteration 21Q: 3 clusters Score -404931.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -404947.250000 Penalty: 2934.405029
	Iteration 22Q: 3 clusters Score -404947.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -404959.812500 Penalty: 2934.405029
	Iteration 23Q: 3 clusters Score -404959.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -404975.343750 Penalty: 2934.405029
	Iteration 24Q: 3 clusters Score -404975.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -404982.281250 Penalty: 2934.405029
	Iteration 25Q: 3 clusters Score -404982.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -404989.375000 Penalty: 2934.405029
	Iteration 26Q: 3 clusters Score -404989.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -404995.218750 Penalty: 2934.405029
	Iteration 27Q: 3 clusters Score -404995.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -404998.062500 Penalty: 2934.405029
	Iteration 28Q: 3 clusters Score -404998.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -405001.000000 Penalty: 2934.405029
	Iteration 29Q: 3 clusters Score -405001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -405008.562500 Penalty: 2934.405029
	Iteration 30Q: 3 clusters Score -405008.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -405012.656250 Penalty: 2934.405029
	Iteration 31Q: 3 clusters Score -405012.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -405016.625000 Penalty: 2934.405029
	Iteration 32Q: 3 clusters Score -405016.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -405019.062500 Penalty: 2934.405029
	Iteration 33Q: 3 clusters Score -405019.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -405021.312500 Penalty: 2934.405029
	Iteration 34Q: 3 clusters Score -405021.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -405024.843750 Penalty: 2934.405029
	Iteration 35Q: 3 clusters Score -405024.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -405026.968750 Penalty: 2934.405029
	Iteration 36Q: 3 clusters Score -405027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -405029.375000 Penalty: 2934.405029
	Iteration 37Q: 3 clusters Score -405029.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -405030.937500 Penalty: 2934.405029
	Iteration 38Q: 3 clusters Score -405030.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -405036.562500 Penalty: 2934.405029
	Iteration 39Q: 3 clusters Score -405036.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -405039.906250 Penalty: 2934.405029
	Iteration 40F: 3 clusters Score -405039.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -405042.062500 Penalty: 2934.405029
	Iteration 41Q: 3 clusters Score -405042.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -405044.375000 Penalty: 2934.405029
	Iteration 42Q: 3 clusters Score -405044.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -405046.062500 Penalty: 2934.405029
	Iteration 43Q: 3 clusters Score -405046.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -405046.406250 Penalty: 2934.405029
	Iteration 44Q: 3 clusters Score -405046.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -405047.593750 Penalty: 2934.405029
	Iteration 45Q: 3 clusters Score -405047.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -405047.593750 Penalty: 2934.405029
	Iteration 46F: 3 clusters Score -405047.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Entering Unmasked Estep 
Score: -294508.656250 Penalty: 1400.209961
	Iteration 0F: 2 clusters Score -294508.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -290213.250000 Penalty: 2800.419922
	Iteration 0F: 3 clusters Score -290213.2 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -291377.562500 Penalty: 2800.419922
	Iteration 1F: 3 clusters Score -291377.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -291528.718750 Penalty: 2800.419922
	Iteration 2F: 3 clusters Score -291528.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -291637.343750 Penalty: 2800.419922
	Iteration 3Q: 3 clusters Score -291637.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -291736.531250 Penalty: 2800.419922
	Iteration 4Q: 3 clusters Score -291736.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -291818.312500 Penalty: 2800.419922
	Iteration 5Q: 3 clusters Score -291818.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -291887.281250 Penalty: 2800.419922
	Iteration 6Q: 3 clusters Score -291887.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -291959.375000 Penalty: 2800.419922
	Iteration 7Q: 3 clusters Score -291959.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -292032.843750 Penalty: 2800.419922
	Iteration 8Q: 3 clusters Score -292032.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -292106.562500 Penalty: 2800.419922
	Iteration 9Q: 3 clusters Score -292106.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -292198.062500 Penalty: 2800.419922
	Iteration 10Q: 3 clusters Score -292198.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -292311.031250 Penalty: 2800.419922
	Iteration 11Q: 3 clusters Score -292311 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -292438.718750 Penalty: 2800.419922
	Iteration 12Q: 3 clusters Score -292438.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -292571.281250 Penalty: 2800.419922
	Iteration 13Q: 3 clusters Score -292571.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -292725.312500 Penalty: 2800.419922
	Iteration 14Q: 3 clusters Score -292725.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -292865.593750 Penalty: 2800.419922
	Iteration 15Q: 3 clusters Score -292865.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -292964.437500 Penalty: 2800.419922
	Iteration 16Q: 3 clusters Score -292964.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -293061.625000 Penalty: 2800.419922
	Iteration 17Q: 3 clusters Score -293061.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -293153.031250 Penalty: 2800.419922
	Iteration 18Q: 3 clusters Score -293153 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -293219.000000 Penalty: 2800.419922
	Iteration 19Q: 3 clusters Score -293219 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -293257.718750 Penalty: 2800.419922
	Iteration 20F: 3 clusters Score -293257.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -293287.281250 Penalty: 2800.419922
	Iteration 21Q: 3 clusters Score -293287.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -293309.281250 Penalty: 2800.419922
	Iteration 22Q: 3 clusters Score -293309.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -293325.562500 Penalty: 2800.419922
	Iteration 23Q: 3 clusters Score -293325.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -293338.625000 Penalty: 2800.419922
	Iteration 24Q: 3 clusters Score -293338.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -293349.375000 Penalty: 2800.419922
	Iteration 25Q: 3 clusters Score -293349.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -293354.281250 Penalty: 2800.419922
	Iteration 26Q: 3 clusters Score -293354.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -293361.531250 Penalty: 2800.419922
	Iteration 27Q: 3 clusters Score -293361.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -293365.625000 Penalty: 2800.419922
	Iteration 28Q: 3 clusters Score -293365.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -293370.031250 Penalty: 2800.419922
	Iteration 29Q: 3 clusters Score -293370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -293374.562500 Penalty: 2800.419922
	Iteration 30Q: 3 clusters Score -293374.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -293375.625000 Penalty: 2800.419922
	Iteration 31Q: 3 clusters Score -293375.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -293377.531250 Penalty: 2800.419922
	Iteration 32Q: 3 clusters Score -293377.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -293378.906250 Penalty: 2800.419922
	Iteration 33Q: 3 clusters Score -293378.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -293378.906250 Penalty: 2800.419922
	Iteration 34F: 3 clusters Score -293378.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (80788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80788 members 
Entering Unmasked Estep 
Score: -4326153.500000 Penalty: 1836.182251
	Iteration 0F: 2 clusters Score -4326154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -4272428.000000 Penalty: 3672.364502
	Iteration 0F: 3 clusters Score -4272428 nChanged 38440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -4294691.000000 Penalty: 3672.364502
	Iteration 1F: 3 clusters Score -4294691 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -4295916.500000 Penalty: 3672.364502
	Iteration 2Q: 3 clusters Score -4295916 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 50447 members 
Entering Unmasked Estep 
Score: -4297810.000000 Penalty: 3672.364502
	Iteration 3Q: 3 clusters Score -4297810 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 55162 members 
Entering Unmasked Estep 
Score: -4300904.500000 Penalty: 3672.364502
	Iteration 4F: 3 clusters Score -4300904 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -4305855.000000 Penalty: 3672.364502
	Iteration 5F: 3 clusters Score -4305855 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 68107 members 
Entering Unmasked Estep 
Score: -4312211.000000 Penalty: 3672.364502
	Iteration 6F: 3 clusters Score -4312211 nChanged 6078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 74175 members 
Entering Unmasked Estep 
Score: -4318287.500000 Penalty: 3672.364502
	Iteration 7F: 3 clusters Score -4318288 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 78023 members 
Entering Unmasked Estep 
Score: -4322114.000000 Penalty: 3672.364502
	Iteration 8Q: 3 clusters Score -4322114 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 79713 members 
Entering Unmasked Estep 
Score: -4323704.000000 Penalty: 3672.364502
	Iteration 9Q: 3 clusters Score -4323704 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 80271 members 
Entering Unmasked Estep 
Score: -4324206.500000 Penalty: 3672.364502
	Iteration 10Q: 3 clusters Score -4324206 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 80439 members 
Entering Unmasked Estep 
Score: -4324415.500000 Penalty: 3672.364502
	Iteration 11Q: 3 clusters Score -4324416 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 80487 members 
Entering Unmasked Estep 
Score: -4324490.000000 Penalty: 3672.364502
	Iteration 12Q: 3 clusters Score -4324490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 80509 members 
Entering Unmasked Estep 
Score: -4324532.000000 Penalty: 3672.364502
	Iteration 13Q: 3 clusters Score -4324532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 80524 members 
Entering Unmasked Estep 
Score: -4324565.500000 Penalty: 3672.364502
	Iteration 14Q: 3 clusters Score -4324566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 80530 members 
Entering Unmasked Estep 
Score: -4324577.500000 Penalty: 3672.364502
	Iteration 15Q: 3 clusters Score -4324578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 80530 members 
Entering Unmasked Estep 
Score: -4324583.000000 Penalty: 3672.364502
	Iteration 16Q: 3 clusters Score -4324583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 80532 members 
Entering Unmasked Estep 
Score: -4324584.000000 Penalty: 3672.364502
	Iteration 17Q: 3 clusters Score -4324584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 80531 members 
Entering Unmasked Estep 
Score: -4324593.000000 Penalty: 3672.364502
	Iteration 18Q: 3 clusters Score -4324593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 80531 members 
Entering Unmasked Estep 
Score: -4324594.500000 Penalty: 3672.364502
	Iteration 19Q: 3 clusters Score -4324594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 80531 members 
Entering Unmasked Estep 
Score: -4324594.500000 Penalty: 3672.364502
	Iteration 20F: 3 clusters Score -4324594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Entering Unmasked Estep 
Score: -168056.093750 Penalty: 1315.732788
	Iteration 0F: 2 clusters Score -168056.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -165159.125000 Penalty: 2631.465576
	Iteration 0F: 3 clusters Score -165159.1 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -165865.593750 Penalty: 2631.465576
	Iteration 1F: 3 clusters Score -165865.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -165983.046875 Penalty: 2631.465576
	Iteration 2F: 3 clusters Score -165983 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -166043.640625 Penalty: 2631.465576
	Iteration 3Q: 3 clusters Score -166043.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -166088.796875 Penalty: 2631.465576
	Iteration 4Q: 3 clusters Score -166088.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -166131.421875 Penalty: 2631.465576
	Iteration 5Q: 3 clusters Score -166131.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -166162.656250 Penalty: 2631.465576
	Iteration 6Q: 3 clusters Score -166162.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -166187.953125 Penalty: 2631.465576
	Iteration 7Q: 3 clusters Score -166188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -166207.203125 Penalty: 2631.465576
	Iteration 8Q: 3 clusters Score -166207.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -166227.765625 Penalty: 2631.465576
	Iteration 9Q: 3 clusters Score -166227.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -166247.781250 Penalty: 2631.465576
	Iteration 10Q: 3 clusters Score -166247.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -166264.359375 Penalty: 2631.465576
	Iteration 11Q: 3 clusters Score -166264.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -166279.375000 Penalty: 2631.465576
	Iteration 12Q: 3 clusters Score -166279.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -166304.875000 Penalty: 2631.465576
	Iteration 13Q: 3 clusters Score -166304.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -166328.484375 Penalty: 2631.465576
	Iteration 14Q: 3 clusters Score -166328.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -166348.781250 Penalty: 2631.465576
	Iteration 15Q: 3 clusters Score -166348.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -166367.953125 Penalty: 2631.465576
	Iteration 16Q: 3 clusters Score -166368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -166378.046875 Penalty: 2631.465576
	Iteration 17Q: 3 clusters Score -166378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -166393.109375 Penalty: 2631.465576
	Iteration 18Q: 3 clusters Score -166393.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -166411.359375 Penalty: 2631.465576
	Iteration 19Q: 3 clusters Score -166411.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -166434.125000 Penalty: 2631.465576
	Iteration 20F: 3 clusters Score -166434.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -166461.890625 Penalty: 2631.465576
	Iteration 21Q: 3 clusters Score -166461.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -166486.093750 Penalty: 2631.465576
	Iteration 22Q: 3 clusters Score -166486.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -166516.515625 Penalty: 2631.465576
	Iteration 23Q: 3 clusters Score -166516.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -166554.843750 Penalty: 2631.465576
	Iteration 24Q: 3 clusters Score -166554.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -166589.156250 Penalty: 2631.465576
	Iteration 25Q: 3 clusters Score -166589.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -166619.781250 Penalty: 2631.465576
	Iteration 26Q: 3 clusters Score -166619.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -166639.234375 Penalty: 2631.465576
	Iteration 27Q: 3 clusters Score -166639.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -166656.765625 Penalty: 2631.465576
	Iteration 28Q: 3 clusters Score -166656.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -166674.000000 Penalty: 2631.465576
	Iteration 29Q: 3 clusters Score -166674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -166689.921875 Penalty: 2631.465576
	Iteration 30Q: 3 clusters Score -166689.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -166698.843750 Penalty: 2631.465576
	Iteration 31Q: 3 clusters Score -166698.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -166710.453125 Penalty: 2631.465576
	Iteration 32Q: 3 clusters Score -166710.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -166723.718750 Penalty: 2631.465576
	Iteration 33Q: 3 clusters Score -166723.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -166735.828125 Penalty: 2631.465576
	Iteration 34Q: 3 clusters Score -166735.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -166748.984375 Penalty: 2631.465576
	Iteration 35Q: 3 clusters Score -166749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -166761.578125 Penalty: 2631.465576
	Iteration 36Q: 3 clusters Score -166761.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -166777.828125 Penalty: 2631.465576
	Iteration 37Q: 3 clusters Score -166777.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -166791.515625 Penalty: 2631.465576
	Iteration 38Q: 3 clusters Score -166791.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -166802.546875 Penalty: 2631.465576
	Iteration 39Q: 3 clusters Score -166802.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -166817.656250 Penalty: 2631.465576
	Iteration 40F: 3 clusters Score -166817.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -166831.328125 Penalty: 2631.465576
	Iteration 41Q: 3 clusters Score -166831.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -166846.796875 Penalty: 2631.465576
	Iteration 42Q: 3 clusters Score -166846.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -166862.156250 Penalty: 2631.465576
	Iteration 43Q: 3 clusters Score -166862.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -166874.437500 Penalty: 2631.465576
	Iteration 44Q: 3 clusters Score -166874.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -166886.250000 Penalty: 2631.465576
	Iteration 45Q: 3 clusters Score -166886.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -166901.359375 Penalty: 2631.465576
	Iteration 46Q: 3 clusters Score -166901.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -166914.109375 Penalty: 2631.465576
	Iteration 47Q: 3 clusters Score -166914.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -166932.375000 Penalty: 2631.465576
	Iteration 48Q: 3 clusters Score -166932.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -166949.296875 Penalty: 2631.465576
	Iteration 49Q: 3 clusters Score -166949.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -166968.781250 Penalty: 2631.465576
	Iteration 50Q: 3 clusters Score -166968.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -166983.734375 Penalty: 2631.465576
	Iteration 51Q: 3 clusters Score -166983.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -166997.734375 Penalty: 2631.465576
	Iteration 52Q: 3 clusters Score -166997.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -167005.765625 Penalty: 2631.465576
	Iteration 53Q: 3 clusters Score -167005.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -167013.203125 Penalty: 2631.465576
	Iteration 54Q: 3 clusters Score -167013.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -167018.812500 Penalty: 2631.465576
	Iteration 55Q: 3 clusters Score -167018.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -167028.671875 Penalty: 2631.465576
	Iteration 56Q: 3 clusters Score -167028.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -167040.390625 Penalty: 2631.465576
	Iteration 57Q: 3 clusters Score -167040.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -167050.187500 Penalty: 2631.465576
	Iteration 58Q: 3 clusters Score -167050.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -167057.281250 Penalty: 2631.465576
	Iteration 59Q: 3 clusters Score -167057.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -167062.109375 Penalty: 2631.465576
	Iteration 60F: 3 clusters Score -167062.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -167067.906250 Penalty: 2631.465576
	Iteration 61Q: 3 clusters Score -167067.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -167071.250000 Penalty: 2631.465576
	Iteration 62Q: 3 clusters Score -167071.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -167072.843750 Penalty: 2631.465576
	Iteration 63Q: 3 clusters Score -167072.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -167073.484375 Penalty: 2631.465576
	Iteration 64Q: 3 clusters Score -167073.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -167074.312500 Penalty: 2631.465576
	Iteration 65Q: 3 clusters Score -167074.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -167074.234375 Penalty: 2631.465576
	Iteration 66Q: 3 clusters Score -167074.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -167074.234375 Penalty: 2631.465576
	Iteration 67F: 3 clusters Score -167074.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Entering Unmasked Estep 
Score: -193066.843750 Penalty: 1321.086792
	Iteration 0F: 2 clusters Score -193066.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -190059.390625 Penalty: 2642.173584
	Iteration 0F: 3 clusters Score -190059.4 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -190734.421875 Penalty: 2642.173584
	Iteration 1F: 3 clusters Score -190734.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -190883.390625 Penalty: 2642.173584
	Iteration 2F: 3 clusters Score -190883.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -190979.140625 Penalty: 2642.173584
	Iteration 3Q: 3 clusters Score -190979.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -191053.875000 Penalty: 2642.173584
	Iteration 4Q: 3 clusters Score -191053.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -191100.812500 Penalty: 2642.173584
	Iteration 5Q: 3 clusters Score -191100.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -191135.953125 Penalty: 2642.173584
	Iteration 6Q: 3 clusters Score -191136 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -191164.984375 Penalty: 2642.173584
	Iteration 7Q: 3 clusters Score -191165 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -191195.546875 Penalty: 2642.173584
	Iteration 8Q: 3 clusters Score -191195.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -191226.625000 Penalty: 2642.173584
	Iteration 9Q: 3 clusters Score -191226.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -191244.796875 Penalty: 2642.173584
	Iteration 10Q: 3 clusters Score -191244.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -191258.140625 Penalty: 2642.173584
	Iteration 11Q: 3 clusters Score -191258.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -191269.984375 Penalty: 2642.173584
	Iteration 12Q: 3 clusters Score -191270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -191281.734375 Penalty: 2642.173584
	Iteration 13Q: 3 clusters Score -191281.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -191293.593750 Penalty: 2642.173584
	Iteration 14Q: 3 clusters Score -191293.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -191304.031250 Penalty: 2642.173584
	Iteration 15Q: 3 clusters Score -191304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -191311.765625 Penalty: 2642.173584
	Iteration 16Q: 3 clusters Score -191311.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -191319.359375 Penalty: 2642.173584
	Iteration 17Q: 3 clusters Score -191319.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -191328.281250 Penalty: 2642.173584
	Iteration 18Q: 3 clusters Score -191328.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -191337.687500 Penalty: 2642.173584
	Iteration 19Q: 3 clusters Score -191337.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -191349.281250 Penalty: 2642.173584
	Iteration 20F: 3 clusters Score -191349.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -191359.484375 Penalty: 2642.173584
	Iteration 21Q: 3 clusters Score -191359.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -191370.359375 Penalty: 2642.173584
	Iteration 22Q: 3 clusters Score -191370.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -191378.046875 Penalty: 2642.173584
	Iteration 23Q: 3 clusters Score -191378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -191383.281250 Penalty: 2642.173584
	Iteration 24Q: 3 clusters Score -191383.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -191390.531250 Penalty: 2642.173584
	Iteration 25Q: 3 clusters Score -191390.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -191396.000000 Penalty: 2642.173584
	Iteration 26Q: 3 clusters Score -191396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -191401.671875 Penalty: 2642.173584
	Iteration 27Q: 3 clusters Score -191401.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -191407.843750 Penalty: 2642.173584
	Iteration 28Q: 3 clusters Score -191407.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -191417.453125 Penalty: 2642.173584
	Iteration 29Q: 3 clusters Score -191417.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -191425.609375 Penalty: 2642.173584
	Iteration 30Q: 3 clusters Score -191425.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -191433.718750 Penalty: 2642.173584
	Iteration 31Q: 3 clusters Score -191433.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -191440.546875 Penalty: 2642.173584
	Iteration 32Q: 3 clusters Score -191440.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -191450.796875 Penalty: 2642.173584
	Iteration 33Q: 3 clusters Score -191450.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -191460.406250 Penalty: 2642.173584
	Iteration 34Q: 3 clusters Score -191460.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -191470.156250 Penalty: 2642.173584
	Iteration 35Q: 3 clusters Score -191470.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -191480.921875 Penalty: 2642.173584
	Iteration 36Q: 3 clusters Score -191480.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -191494.671875 Penalty: 2642.173584
	Iteration 37Q: 3 clusters Score -191494.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -191510.187500 Penalty: 2642.173584
	Iteration 38Q: 3 clusters Score -191510.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -191523.953125 Penalty: 2642.173584
	Iteration 39Q: 3 clusters Score -191524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -191539.406250 Penalty: 2642.173584
	Iteration 40F: 3 clusters Score -191539.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -191554.203125 Penalty: 2642.173584
	Iteration 41Q: 3 clusters Score -191554.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -191573.171875 Penalty: 2642.173584
	Iteration 42Q: 3 clusters Score -191573.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -191589.109375 Penalty: 2642.173584
	Iteration 43Q: 3 clusters Score -191589.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -191606.859375 Penalty: 2642.173584
	Iteration 44Q: 3 clusters Score -191606.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -191622.640625 Penalty: 2642.173584
	Iteration 45Q: 3 clusters Score -191622.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -191636.265625 Penalty: 2642.173584
	Iteration 46Q: 3 clusters Score -191636.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -191646.031250 Penalty: 2642.173584
	Iteration 47Q: 3 clusters Score -191646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -191653.593750 Penalty: 2642.173584
	Iteration 48Q: 3 clusters Score -191653.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -191658.734375 Penalty: 2642.173584
	Iteration 49Q: 3 clusters Score -191658.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -191663.578125 Penalty: 2642.173584
	Iteration 50Q: 3 clusters Score -191663.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -191671.375000 Penalty: 2642.173584
	Iteration 51Q: 3 clusters Score -191671.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -191676.187500 Penalty: 2642.173584
	Iteration 52Q: 3 clusters Score -191676.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -191683.546875 Penalty: 2642.173584
	Iteration 53Q: 3 clusters Score -191683.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -191691.671875 Penalty: 2642.173584
	Iteration 54Q: 3 clusters Score -191691.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -191697.890625 Penalty: 2642.173584
	Iteration 55Q: 3 clusters Score -191697.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -191702.859375 Penalty: 2642.173584
	Iteration 56Q: 3 clusters Score -191702.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -191710.468750 Penalty: 2642.173584
	Iteration 57Q: 3 clusters Score -191710.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -191718.046875 Penalty: 2642.173584
	Iteration 58Q: 3 clusters Score -191718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -191725.593750 Penalty: 2642.173584
	Iteration 59Q: 3 clusters Score -191725.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -191733.218750 Penalty: 2642.173584
	Iteration 60F: 3 clusters Score -191733.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -191738.359375 Penalty: 2642.173584
	Iteration 61Q: 3 clusters Score -191738.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -191741.421875 Penalty: 2642.173584
	Iteration 62Q: 3 clusters Score -191741.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -191742.171875 Penalty: 2642.173584
	Iteration 63Q: 3 clusters Score -191742.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -191743.296875 Penalty: 2642.173584
	Iteration 64Q: 3 clusters Score -191743.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -191744.390625 Penalty: 2642.173584
	Iteration 65Q: 3 clusters Score -191744.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -191745.437500 Penalty: 2642.173584
	Iteration 66Q: 3 clusters Score -191745.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -191745.562500 Penalty: 2642.173584
	Iteration 67Q: 3 clusters Score -191745.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -191745.562500 Penalty: 2642.173584
	Iteration 68F: 3 clusters Score -191745.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Entering Unmasked Estep 
Score: -1619532.000000 Penalty: 1676.671509
	Iteration 0F: 2 clusters Score -1619532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1599204.375000 Penalty: 3353.343018
	Iteration 0F: 3 clusters Score -1599204 nChanged 13994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -1606904.875000 Penalty: 3353.343018
	Iteration 1F: 3 clusters Score -1606905 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -1607338.875000 Penalty: 3353.343018
	Iteration 2Q: 3 clusters Score -1607339 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -1607802.875000 Penalty: 3353.343018
	Iteration 3Q: 3 clusters Score -1607803 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -1608329.750000 Penalty: 3353.343018
	Iteration 4Q: 3 clusters Score -1608330 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -1608954.000000 Penalty: 3353.343018
	Iteration 5Q: 3 clusters Score -1608954 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -1609675.500000 Penalty: 3353.343018
	Iteration 6Q: 3 clusters Score -1609676 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -1610524.000000 Penalty: 3353.343018
	Iteration 7F: 3 clusters Score -1610524 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -1611552.000000 Penalty: 3353.343018
	Iteration 8F: 3 clusters Score -1611552 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -1612642.750000 Penalty: 3353.343018
	Iteration 9F: 3 clusters Score -1612643 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -1613665.375000 Penalty: 3353.343018
	Iteration 10Q: 3 clusters Score -1613665 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -1614515.875000 Penalty: 3353.343018
	Iteration 11Q: 3 clusters Score -1614516 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -1615114.125000 Penalty: 3353.343018
	Iteration 12Q: 3 clusters Score -1615114 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -1615544.750000 Penalty: 3353.343018
	Iteration 13Q: 3 clusters Score -1615545 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -1615823.625000 Penalty: 3353.343018
	Iteration 14Q: 3 clusters Score -1615824 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -1616048.250000 Penalty: 3353.343018
	Iteration 15Q: 3 clusters Score -1616048 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -1616257.375000 Penalty: 3353.343018
	Iteration 16Q: 3 clusters Score -1616257 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -1616444.625000 Penalty: 3353.343018
	Iteration 17Q: 3 clusters Score -1616445 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -1616661.250000 Penalty: 3353.343018
	Iteration 18Q: 3 clusters Score -1616661 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -1616854.625000 Penalty: 3353.343018
	Iteration 19Q: 3 clusters Score -1616855 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -1617056.000000 Penalty: 3353.343018
	Iteration 20F: 3 clusters Score -1617056 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -1617236.250000 Penalty: 3353.343018
	Iteration 21Q: 3 clusters Score -1617236 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -1617389.375000 Penalty: 3353.343018
	Iteration 22Q: 3 clusters Score -1617389 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -1617538.375000 Penalty: 3353.343018
	Iteration 23Q: 3 clusters Score -1617538 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -1617670.750000 Penalty: 3353.343018
	Iteration 24Q: 3 clusters Score -1617671 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -1617812.875000 Penalty: 3353.343018
	Iteration 25Q: 3 clusters Score -1617813 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -1617942.375000 Penalty: 3353.343018
	Iteration 26Q: 3 clusters Score -1617942 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -1618051.750000 Penalty: 3353.343018
	Iteration 27Q: 3 clusters Score -1618052 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -1618111.875000 Penalty: 3353.343018
	Iteration 28Q: 3 clusters Score -1618112 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -1618174.750000 Penalty: 3353.343018
	Iteration 29Q: 3 clusters Score -1618175 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -1618217.750000 Penalty: 3353.343018
	Iteration 30Q: 3 clusters Score -1618218 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -1618247.125000 Penalty: 3353.343018
	Iteration 31Q: 3 clusters Score -1618247 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -1618280.375000 Penalty: 3353.343018
	Iteration 32Q: 3 clusters Score -1618280 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -1618299.750000 Penalty: 3353.343018
	Iteration 33Q: 3 clusters Score -1618300 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -1618323.125000 Penalty: 3353.343018
	Iteration 34Q: 3 clusters Score -1618323 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -1618333.125000 Penalty: 3353.343018
	Iteration 35Q: 3 clusters Score -1618333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -1618338.000000 Penalty: 3353.343018
	Iteration 36Q: 3 clusters Score -1618338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -1618342.250000 Penalty: 3353.343018
	Iteration 37Q: 3 clusters Score -1618342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -1618350.500000 Penalty: 3353.343018
	Iteration 38Q: 3 clusters Score -1618350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -1618351.875000 Penalty: 3353.343018
	Iteration 39Q: 3 clusters Score -1618352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -1618358.000000 Penalty: 3353.343018
	Iteration 40F: 3 clusters Score -1618358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -1618367.625000 Penalty: 3353.343018
	Iteration 41Q: 3 clusters Score -1618368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -1618370.500000 Penalty: 3353.343018
	Iteration 42Q: 3 clusters Score -1618370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -1618381.250000 Penalty: 3353.343018
	Iteration 43Q: 3 clusters Score -1618381 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -1618384.750000 Penalty: 3353.343018
	Iteration 44Q: 3 clusters Score -1618385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -1618387.375000 Penalty: 3353.343018
	Iteration 45Q: 3 clusters Score -1618387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -1618387.625000 Penalty: 3353.343018
	Iteration 46Q: 3 clusters Score -1618388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -1618388.375000 Penalty: 3353.343018
	Iteration 47Q: 3 clusters Score -1618388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -1618393.375000 Penalty: 3353.343018
	Iteration 48Q: 3 clusters Score -1618393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -1618392.625000 Penalty: 3353.343018
	Iteration 49Q: 3 clusters Score -1618393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -1618395.750000 Penalty: 3353.343018
	Iteration 50Q: 3 clusters Score -1618396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -1618396.500000 Penalty: 3353.343018
	Iteration 51Q: 3 clusters Score -1618396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -1618403.750000 Penalty: 3353.343018
	Iteration 52Q: 3 clusters Score -1618404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -1618407.625000 Penalty: 3353.343018
	Iteration 53Q: 3 clusters Score -1618408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -1618406.375000 Penalty: 3353.343018
	Iteration 54Q: 3 clusters Score -1618406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -1618406.375000 Penalty: 3353.343018
	Iteration 55Q: 3 clusters Score -1618406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -1618406.250000 Penalty: 3353.343018
	Iteration 56Q: 3 clusters Score -1618406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -1618407.125000 Penalty: 3353.343018
	Iteration 57Q: 3 clusters Score -1618407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -1618407.125000 Penalty: 3353.343018
	Iteration 58Q: 3 clusters Score -1618407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -1618407.250000 Penalty: 3353.343018
	Iteration 59Q: 3 clusters Score -1618407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -1618407.250000 Penalty: 3353.343018
	Iteration 60F: 3 clusters Score -1618407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (199628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199628 members 
Entering Unmasked Estep 
Score: -10780726.000000 Penalty: 1983.184326
	Iteration 0F: 2 clusters Score -1.078073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99922 members 
Mstep: Class 2 contains 99706 members 
Entering Unmasked Estep 
Score: -10646373.000000 Penalty: 3966.368652
	Iteration 0F: 3 clusters Score -1.064637e+07 nChanged 96860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103470 members 
Mstep: Class 2 contains 96158 members 
Entering Unmasked Estep 
Score: -10703449.000000 Penalty: 3966.368652
	Iteration 1F: 3 clusters Score -1.070345e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105959 members 
Mstep: Class 2 contains 93669 members 
Entering Unmasked Estep 
Score: -10704682.000000 Penalty: 3966.368652
	Iteration 2Q: 3 clusters Score -1.070468e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110006 members 
Mstep: Class 2 contains 89622 members 
Entering Unmasked Estep 
Score: -10706856.000000 Penalty: 3966.368652
	Iteration 3Q: 3 clusters Score -1.070686e+07 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116268 members 
Mstep: Class 2 contains 83360 members 
Entering Unmasked Estep 
Score: -10710644.000000 Penalty: 3966.368652
	Iteration 4Q: 3 clusters Score -1.071064e+07 nChanged 11967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125449 members 
Mstep: Class 2 contains 74179 members 
Entering Unmasked Estep 
Score: -10717163.000000 Penalty: 3966.368652
	Iteration 5F: 3 clusters Score -1.071716e+07 nChanged 14534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137637 members 
Mstep: Class 2 contains 61991 members 
Entering Unmasked Estep 
Score: -10727132.000000 Penalty: 3966.368652
	Iteration 6F: 3 clusters Score -1.072713e+07 nChanged 15821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151824 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -10740292.000000 Penalty: 3966.368652
	Iteration 7F: 3 clusters Score -1.074029e+07 nChanged 14252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165030 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -10753467.000000 Penalty: 3966.368652
	Iteration 8F: 3 clusters Score -1.075347e+07 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174422 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -10763587.000000 Penalty: 3966.368652
	Iteration 9F: 3 clusters Score -1.076359e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179729 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -10769993.000000 Penalty: 3966.368652
	Iteration 10Q: 3 clusters Score -1.076999e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182374 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -10773525.000000 Penalty: 3966.368652
	Iteration 11Q: 3 clusters Score -1.077352e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183939 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -10775088.000000 Penalty: 3966.368652
	Iteration 12Q: 3 clusters Score -1.077509e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185213 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -10775872.000000 Penalty: 3966.368652
	Iteration 13Q: 3 clusters Score -1.077587e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186347 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -10776424.000000 Penalty: 3966.368652
	Iteration 14Q: 3 clusters Score -1.077642e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187342 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -10776889.000000 Penalty: 3966.368652
	Iteration 15Q: 3 clusters Score -1.077689e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188208 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -10777171.000000 Penalty: 3966.368652
	Iteration 16Q: 3 clusters Score -1.077717e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188985 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -10777401.000000 Penalty: 3966.368652
	Iteration 17Q: 3 clusters Score -1.07774e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189665 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -10777573.000000 Penalty: 3966.368652
	Iteration 18Q: 3 clusters Score -1.077757e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190261 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -10777717.000000 Penalty: 3966.368652
	Iteration 19Q: 3 clusters Score -1.077772e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190787 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -10777851.000000 Penalty: 3966.368652
	Iteration 20F: 3 clusters Score -1.077785e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191262 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -10777997.000000 Penalty: 3966.368652
	Iteration 21Q: 3 clusters Score -1.0778e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191681 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -10778089.000000 Penalty: 3966.368652
	Iteration 22Q: 3 clusters Score -1.077809e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192095 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -10778179.000000 Penalty: 3966.368652
	Iteration 23Q: 3 clusters Score -1.077818e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192445 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -10778253.000000 Penalty: 3966.368652
	Iteration 24Q: 3 clusters Score -1.077825e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192778 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -10778335.000000 Penalty: 3966.368652
	Iteration 25Q: 3 clusters Score -1.077834e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193090 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -10778425.000000 Penalty: 3966.368652
	Iteration 26Q: 3 clusters Score -1.077842e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193389 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -10778478.000000 Penalty: 3966.368652
	Iteration 27Q: 3 clusters Score -1.077848e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193677 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -10778556.000000 Penalty: 3966.368652
	Iteration 28Q: 3 clusters Score -1.077856e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193932 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -10778590.000000 Penalty: 3966.368652
	Iteration 29Q: 3 clusters Score -1.077859e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194187 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -10778672.000000 Penalty: 3966.368652
	Iteration 30Q: 3 clusters Score -1.077867e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194445 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -10778736.000000 Penalty: 3966.368652
	Iteration 31Q: 3 clusters Score -1.077874e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194680 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -10778807.000000 Penalty: 3966.368652
	Iteration 32Q: 3 clusters Score -1.077881e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194889 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -10778865.000000 Penalty: 3966.368652
	Iteration 33Q: 3 clusters Score -1.077886e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195066 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -10778883.000000 Penalty: 3966.368652
	Iteration 34Q: 3 clusters Score -1.077888e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195212 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -10778920.000000 Penalty: 3966.368652
	Iteration 35Q: 3 clusters Score -1.077892e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195344 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -10778932.000000 Penalty: 3966.368652
	Iteration 36Q: 3 clusters Score -1.077893e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195463 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -10778920.000000 Penalty: 3966.368652
	Iteration 37Q: 3 clusters Score -1.077892e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195569 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -10778925.000000 Penalty: 3966.368652
	Iteration 38Q: 3 clusters Score -1.077892e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195660 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -10778935.000000 Penalty: 3966.368652
	Iteration 39Q: 3 clusters Score -1.077894e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195749 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -10778934.000000 Penalty: 3966.368652
	Iteration 40F: 3 clusters Score -1.077893e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195831 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -10778961.000000 Penalty: 3966.368652
	Iteration 41Q: 3 clusters Score -1.077896e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195911 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -10778992.000000 Penalty: 3966.368652
	Iteration 42Q: 3 clusters Score -1.077899e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195989 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -10779011.000000 Penalty: 3966.368652
	Iteration 43Q: 3 clusters Score -1.077901e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196053 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -10779045.000000 Penalty: 3966.368652
	Iteration 44Q: 3 clusters Score -1.077904e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196110 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -10779033.000000 Penalty: 3966.368652
	Iteration 45Q: 3 clusters Score -1.077903e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196170 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -10779041.000000 Penalty: 3966.368652
	Iteration 46Q: 3 clusters Score -1.077904e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196226 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -10779029.000000 Penalty: 3966.368652
	Iteration 47Q: 3 clusters Score -1.077903e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196265 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -10779021.000000 Penalty: 3966.368652
	Iteration 48Q: 3 clusters Score -1.077902e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196306 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -10779028.000000 Penalty: 3966.368652
	Iteration 49Q: 3 clusters Score -1.077903e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196352 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -10779037.000000 Penalty: 3966.368652
	Iteration 50Q: 3 clusters Score -1.077904e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196396 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -10779074.000000 Penalty: 3966.368652
	Iteration 51Q: 3 clusters Score -1.077907e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196427 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -10779058.000000 Penalty: 3966.368652
	Iteration 52Q: 3 clusters Score -1.077906e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196459 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -10779057.000000 Penalty: 3966.368652
	Iteration 53Q: 3 clusters Score -1.077906e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196487 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -10779066.000000 Penalty: 3966.368652
	Iteration 54Q: 3 clusters Score -1.077907e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196522 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -10779056.000000 Penalty: 3966.368652
	Iteration 55Q: 3 clusters Score -1.077906e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196545 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -10779061.000000 Penalty: 3966.368652
	Iteration 56Q: 3 clusters Score -1.077906e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196566 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -10779065.000000 Penalty: 3966.368652
	Iteration 57Q: 3 clusters Score -1.077906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196580 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -10779062.000000 Penalty: 3966.368652
	Iteration 58Q: 3 clusters Score -1.077906e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196593 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -10779068.000000 Penalty: 3966.368652
	Iteration 59Q: 3 clusters Score -1.077907e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196611 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -10779078.000000 Penalty: 3966.368652
	Iteration 60F: 3 clusters Score -1.077908e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196629 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -10779078.000000 Penalty: 3966.368652
	Iteration 61Q: 3 clusters Score -1.077908e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196642 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -10779089.000000 Penalty: 3966.368652
	Iteration 62Q: 3 clusters Score -1.077909e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196655 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -10779099.000000 Penalty: 3966.368652
	Iteration 63Q: 3 clusters Score -1.07791e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196673 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -10779105.000000 Penalty: 3966.368652
	Iteration 64Q: 3 clusters Score -1.07791e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196689 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -10779107.000000 Penalty: 3966.368652
	Iteration 65Q: 3 clusters Score -1.077911e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196709 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -10779109.000000 Penalty: 3966.368652
	Iteration 66Q: 3 clusters Score -1.077911e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196730 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -10779127.000000 Penalty: 3966.368652
	Iteration 67Q: 3 clusters Score -1.077913e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196750 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -10779134.000000 Penalty: 3966.368652
	Iteration 68Q: 3 clusters Score -1.077913e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196771 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -10779154.000000 Penalty: 3966.368652
	Iteration 69Q: 3 clusters Score -1.077915e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196800 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -10779134.000000 Penalty: 3966.368652
	Iteration 70Q: 3 clusters Score -1.077913e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196832 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -10779146.000000 Penalty: 3966.368652
	Iteration 71Q: 3 clusters Score -1.077915e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196861 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -10779162.000000 Penalty: 3966.368652
	Iteration 72Q: 3 clusters Score -1.077916e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196882 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -10779172.000000 Penalty: 3966.368652
	Iteration 73Q: 3 clusters Score -1.077917e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196909 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -10779165.000000 Penalty: 3966.368652
	Iteration 74Q: 3 clusters Score -1.077916e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196929 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -10779172.000000 Penalty: 3966.368652
	Iteration 75Q: 3 clusters Score -1.077917e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196949 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -10779199.000000 Penalty: 3966.368652
	Iteration 76Q: 3 clusters Score -1.07792e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196967 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -10779200.000000 Penalty: 3966.368652
	Iteration 77Q: 3 clusters Score -1.07792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196977 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -10779196.000000 Penalty: 3966.368652
	Iteration 78Q: 3 clusters Score -1.07792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196987 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -10779188.000000 Penalty: 3966.368652
	Iteration 79Q: 3 clusters Score -1.077919e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196997 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -10779210.000000 Penalty: 3966.368652
	Iteration 80F: 3 clusters Score -1.077921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197006 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -10779209.000000 Penalty: 3966.368652
	Iteration 81Q: 3 clusters Score -1.077921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197016 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -10779209.000000 Penalty: 3966.368652
	Iteration 82Q: 3 clusters Score -1.077921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197025 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -10779219.000000 Penalty: 3966.368652
	Iteration 83Q: 3 clusters Score -1.077922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197035 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -10779211.000000 Penalty: 3966.368652
	Iteration 84Q: 3 clusters Score -1.077921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197045 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -10779218.000000 Penalty: 3966.368652
	Iteration 85Q: 3 clusters Score -1.077922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197055 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -10779209.000000 Penalty: 3966.368652
	Iteration 86Q: 3 clusters Score -1.077921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197058 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -10779209.000000 Penalty: 3966.368652
	Iteration 87Q: 3 clusters Score -1.077921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197064 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -10779219.000000 Penalty: 3966.368652
	Iteration 88Q: 3 clusters Score -1.077922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197066 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -10779219.000000 Penalty: 3966.368652
	Iteration 89Q: 3 clusters Score -1.077922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197070 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -10779210.000000 Penalty: 3966.368652
	Iteration 90Q: 3 clusters Score -1.077921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197074 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -10779207.000000 Penalty: 3966.368652
	Iteration 91Q: 3 clusters Score -1.077921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197077 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -10779215.000000 Penalty: 3966.368652
	Iteration 92Q: 3 clusters Score -1.077922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197079 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -10779218.000000 Penalty: 3966.368652
	Iteration 93Q: 3 clusters Score -1.077922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197083 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -10779222.000000 Penalty: 3966.368652
	Iteration 94Q: 3 clusters Score -1.077922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197087 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -10779219.000000 Penalty: 3966.368652
	Iteration 95Q: 3 clusters Score -1.077922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197092 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -10779229.000000 Penalty: 3966.368652
	Iteration 96Q: 3 clusters Score -1.077923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197096 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -10779219.000000 Penalty: 3966.368652
	Iteration 97Q: 3 clusters Score -1.077922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197098 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -10779217.000000 Penalty: 3966.368652
	Iteration 98Q: 3 clusters Score -1.077922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197099 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -10779221.000000 Penalty: 3966.368652
	Iteration 99Q: 3 clusters Score -1.077922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197099 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -10779221.000000 Penalty: 3966.368652
	Iteration 100F: 3 clusters Score -1.077922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Entering Unmasked Estep 
Score: -72026.742188 Penalty: 1207.682495
	Iteration 0F: 2 clusters Score -72026.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -70192.859375 Penalty: 2415.364990
	Iteration 0F: 3 clusters Score -70192.86 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -70797.898438 Penalty: 2415.364990
	Iteration 1F: 3 clusters Score -70797.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -71129.390625 Penalty: 2415.364990
	Iteration 2F: 3 clusters Score -71129.39 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -71334.132812 Penalty: 2415.364990
	Iteration 3F: 3 clusters Score -71334.13 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -71489.476562 Penalty: 2415.364990
	Iteration 4F: 3 clusters Score -71489.48 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -71623.375000 Penalty: 2415.364990
	Iteration 5Q: 3 clusters Score -71623.38 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -71763.421875 Penalty: 2415.364990
	Iteration 6Q: 3 clusters Score -71763.42 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -71902.046875 Penalty: 2415.364990
	Iteration 7Q: 3 clusters Score -71902.05 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -72091.015625 Penalty: 2415.364990
	Iteration 8Q: 3 clusters Score -72091.02 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -72231.328125 Penalty: 2415.364990
	Iteration 9Q: 3 clusters Score -72231.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -72272.593750 Penalty: 2415.364990
	Iteration 10Q: 3 clusters Score -72272.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -72289.226562 Penalty: 2415.364990
	Iteration 11Q: 3 clusters Score -72289.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -72306.796875 Penalty: 2415.364990
	Iteration 12Q: 3 clusters Score -72306.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -72328.734375 Penalty: 2415.364990
	Iteration 13Q: 3 clusters Score -72328.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -72375.640625 Penalty: 2415.364990
	Iteration 14Q: 3 clusters Score -72375.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -72458.796875 Penalty: 2415.364990
	Iteration 15Q: 3 clusters Score -72458.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -72558.828125 Penalty: 2415.364990
	Iteration 16Q: 3 clusters Score -72558.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -72593.953125 Penalty: 2415.364990
	Iteration 17Q: 3 clusters Score -72593.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -72596.742188 Penalty: 2415.364990
	Iteration 18Q: 3 clusters Score -72596.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -72597.507812 Penalty: 2415.364990
	Iteration 19Q: 3 clusters Score -72597.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -72597.960938 Penalty: 2415.364990
	Iteration 20F: 3 clusters Score -72597.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 69166 members 
Mstep: Class 3 contains 5100 members 
Mstep: Class 4 contains 6348 members 
Mstep: Class 5 contains 5224 members 
Mstep: Class 6 contains 18200 members 
Mstep: Class 7 contains 8136 members 
Mstep: Class 8 contains 71520 members 
Mstep: Class 9 contains 11677 members 
Mstep: Class 10 contains 101212 members 
Mstep: Class 11 contains 28940 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 6654 members 
Mstep: Class 14 contains 8625 members 
Mstep: Class 15 contains 8341 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80788 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 30272 members 
Mstep: Class 21 contains 199628 members 
Mstep: Class 22 contains 1048 members 
Mstep: Class 23 contains 19922 members 
Mstep: Class 24 contains 7875 members 
Mstep: Class 25 contains 641 members 
Entering Unmasked Estep 
Score: -35922512.000000 Penalty: 54738.777344
Splitting cluster 22 changes total score from -35922764.000000 to -35922512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (19922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Entering Unmasked Estep 
Score: -1009234.875000 Penalty: 1608.681763
	Iteration 0F: 2 clusters Score -1009235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -995633.250000 Penalty: 3217.363525
	Iteration 0F: 3 clusters Score -995633.2 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1000757.312500 Penalty: 3217.363525
	Iteration 1F: 3 clusters Score -1000757 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1001144.500000 Penalty: 3217.363525
	Iteration 2F: 3 clusters Score -1001144 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1001524.812500 Penalty: 3217.363525
	Iteration 3Q: 3 clusters Score -1001525 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1001932.187500 Penalty: 3217.363525
	Iteration 4Q: 3 clusters Score -1001932 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1002422.500000 Penalty: 3217.363525
	Iteration 5Q: 3 clusters Score -1002422 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1003084.687500 Penalty: 3217.363525
	Iteration 6F: 3 clusters Score -1003085 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1004026.000000 Penalty: 3217.363525
	Iteration 7F: 3 clusters Score -1004026 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1005088.812500 Penalty: 3217.363525
	Iteration 8F: 3 clusters Score -1005089 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1006143.062500 Penalty: 3217.363525
	Iteration 9F: 3 clusters Score -1006143 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1006916.187500 Penalty: 3217.363525
	Iteration 10F: 3 clusters Score -1006916 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1007303.187500 Penalty: 3217.363525
	Iteration 11Q: 3 clusters Score -1007303 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1007482.812500 Penalty: 3217.363525
	Iteration 12Q: 3 clusters Score -1007483 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1007579.187500 Penalty: 3217.363525
	Iteration 13Q: 3 clusters Score -1007579 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1007636.062500 Penalty: 3217.363525
	Iteration 14Q: 3 clusters Score -1007636 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1007678.625000 Penalty: 3217.363525
	Iteration 15Q: 3 clusters Score -1007679 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1007712.375000 Penalty: 3217.363525
	Iteration 16Q: 3 clusters Score -1007712 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1007745.000000 Penalty: 3217.363525
	Iteration 17Q: 3 clusters Score -1007745 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1007780.062500 Penalty: 3217.363525
	Iteration 18Q: 3 clusters Score -1007780 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1007810.000000 Penalty: 3217.363525
	Iteration 19Q: 3 clusters Score -1007810 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1007830.875000 Penalty: 3217.363525
	Iteration 20F: 3 clusters Score -1007831 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1007851.875000 Penalty: 3217.363525
	Iteration 21Q: 3 clusters Score -1007852 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1007876.250000 Penalty: 3217.363525
	Iteration 22Q: 3 clusters Score -1007876 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1007898.125000 Penalty: 3217.363525
	Iteration 23Q: 3 clusters Score -1007898 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1007918.687500 Penalty: 3217.363525
	Iteration 24Q: 3 clusters Score -1007919 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1007929.750000 Penalty: 3217.363525
	Iteration 25Q: 3 clusters Score -1007930 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1007949.312500 Penalty: 3217.363525
	Iteration 26Q: 3 clusters Score -1007949 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1007969.187500 Penalty: 3217.363525
	Iteration 27Q: 3 clusters Score -1007969 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1007979.750000 Penalty: 3217.363525
	Iteration 28Q: 3 clusters Score -1007980 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1007991.375000 Penalty: 3217.363525
	Iteration 29Q: 3 clusters Score -1007991 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1008001.437500 Penalty: 3217.363525
	Iteration 30Q: 3 clusters Score -1008001 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1008016.875000 Penalty: 3217.363525
	Iteration 31Q: 3 clusters Score -1008017 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1008025.312500 Penalty: 3217.363525
	Iteration 32Q: 3 clusters Score -1008025 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1008033.000000 Penalty: 3217.363525
	Iteration 33Q: 3 clusters Score -1008033 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1008035.687500 Penalty: 3217.363525
	Iteration 34Q: 3 clusters Score -1008036 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1008044.500000 Penalty: 3217.363525
	Iteration 35Q: 3 clusters Score -1008044 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1008050.812500 Penalty: 3217.363525
	Iteration 36Q: 3 clusters Score -1008051 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1008056.437500 Penalty: 3217.363525
	Iteration 37Q: 3 clusters Score -1008056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1008053.250000 Penalty: 3217.363525
	Iteration 38Q: 3 clusters Score -1008053 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1008057.375000 Penalty: 3217.363525
	Iteration 39Q: 3 clusters Score -1008057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1008057.250000 Penalty: 3217.363525
	Iteration 40F: 3 clusters Score -1008057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1008057.500000 Penalty: 3217.363525
	Iteration 41Q: 3 clusters Score -1008058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1008060.187500 Penalty: 3217.363525
	Iteration 42Q: 3 clusters Score -1008060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1008059.750000 Penalty: 3217.363525
	Iteration 43Q: 3 clusters Score -1008060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1008060.562500 Penalty: 3217.363525
	Iteration 44Q: 3 clusters Score -1008061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1008061.500000 Penalty: 3217.363525
	Iteration 45Q: 3 clusters Score -1008062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1008064.750000 Penalty: 3217.363525
	Iteration 46Q: 3 clusters Score -1008065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1008062.125000 Penalty: 3217.363525
	Iteration 47Q: 3 clusters Score -1008062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1008061.562500 Penalty: 3217.363525
	Iteration 48Q: 3 clusters Score -1008062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1008063.687500 Penalty: 3217.363525
	Iteration 49Q: 3 clusters Score -1008064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1008064.187500 Penalty: 3217.363525
	Iteration 50Q: 3 clusters Score -1008064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1008067.250000 Penalty: 3217.363525
	Iteration 51Q: 3 clusters Score -1008067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1008066.875000 Penalty: 3217.363525
	Iteration 52Q: 3 clusters Score -1008067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1008067.875000 Penalty: 3217.363525
	Iteration 53Q: 3 clusters Score -1008068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1008068.250000 Penalty: 3217.363525
	Iteration 54Q: 3 clusters Score -1008068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1008066.937500 Penalty: 3217.363525
	Iteration 55Q: 3 clusters Score -1008067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1008070.187500 Penalty: 3217.363525
	Iteration 56Q: 3 clusters Score -1008070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1008071.562500 Penalty: 3217.363525
	Iteration 57Q: 3 clusters Score -1008072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1008070.562500 Penalty: 3217.363525
	Iteration 58Q: 3 clusters Score -1008071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1008070.250000 Penalty: 3217.363525
	Iteration 59Q: 3 clusters Score -1008070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1008071.937500 Penalty: 3217.363525
	Iteration 60F: 3 clusters Score -1008072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1008072.187500 Penalty: 3217.363525
	Iteration 61Q: 3 clusters Score -1008072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1008070.437500 Penalty: 3217.363525
	Iteration 62Q: 3 clusters Score -1008070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1008071.125000 Penalty: 3217.363525
	Iteration 63Q: 3 clusters Score -1008071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1008071.500000 Penalty: 3217.363525
	Iteration 64Q: 3 clusters Score -1008072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1008073.625000 Penalty: 3217.363525
	Iteration 65Q: 3 clusters Score -1008074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1008074.812500 Penalty: 3217.363525
	Iteration 66Q: 3 clusters Score -1008075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1008075.625000 Penalty: 3217.363525
	Iteration 67Q: 3 clusters Score -1008076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1008076.125000 Penalty: 3217.363525
	Iteration 68Q: 3 clusters Score -1008076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1008076.937500 Penalty: 3217.363525
	Iteration 69Q: 3 clusters Score -1008077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1008078.937500 Penalty: 3217.363525
	Iteration 70Q: 3 clusters Score -1008079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1008081.875000 Penalty: 3217.363525
	Iteration 71Q: 3 clusters Score -1008082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1008082.687500 Penalty: 3217.363525
	Iteration 72Q: 3 clusters Score -1008083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1008080.562500 Penalty: 3217.363525
	Iteration 73Q: 3 clusters Score -1008081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1008082.750000 Penalty: 3217.363525
	Iteration 74Q: 3 clusters Score -1008083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1008082.500000 Penalty: 3217.363525
	Iteration 75Q: 3 clusters Score -1008082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1008084.125000 Penalty: 3217.363525
	Iteration 76Q: 3 clusters Score -1008084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1008086.687500 Penalty: 3217.363525
	Iteration 77Q: 3 clusters Score -1008087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1008089.437500 Penalty: 3217.363525
	Iteration 78Q: 3 clusters Score -1008089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1008089.375000 Penalty: 3217.363525
	Iteration 79Q: 3 clusters Score -1008089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1008088.375000 Penalty: 3217.363525
	Iteration 80F: 3 clusters Score -1008088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1008089.375000 Penalty: 3217.363525
	Iteration 81Q: 3 clusters Score -1008089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1008092.062500 Penalty: 3217.363525
	Iteration 82Q: 3 clusters Score -1008092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1008091.375000 Penalty: 3217.363525
	Iteration 83Q: 3 clusters Score -1008091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1008091.937500 Penalty: 3217.363525
	Iteration 84Q: 3 clusters Score -1008092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1008092.625000 Penalty: 3217.363525
	Iteration 85Q: 3 clusters Score -1008093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1008093.187500 Penalty: 3217.363525
	Iteration 86Q: 3 clusters Score -1008093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1008094.937500 Penalty: 3217.363525
	Iteration 87Q: 3 clusters Score -1008095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1008092.062500 Penalty: 3217.363525
	Iteration 88Q: 3 clusters Score -1008092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1008092.562500 Penalty: 3217.363525
	Iteration 89Q: 3 clusters Score -1008093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1008093.875000 Penalty: 3217.363525
	Iteration 90Q: 3 clusters Score -1008094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1008094.625000 Penalty: 3217.363525
	Iteration 91Q: 3 clusters Score -1008095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1008094.625000 Penalty: 3217.363525
	Iteration 92F: 3 clusters Score -1008095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Entering Unmasked Estep 
Score: -402483.250000 Penalty: 1457.860474
	Iteration 0F: 2 clusters Score -402483.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -396725.250000 Penalty: 2915.720947
	Iteration 0F: 3 clusters Score -396725.2 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -398680.843750 Penalty: 2915.720947
	Iteration 1F: 3 clusters Score -398680.8 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -399101.031250 Penalty: 2915.720947
	Iteration 2F: 3 clusters Score -399101 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -399549.750000 Penalty: 2915.720947
	Iteration 3F: 3 clusters Score -399549.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -400057.156250 Penalty: 2915.720947
	Iteration 4F: 3 clusters Score -400057.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -400541.593750 Penalty: 2915.720947
	Iteration 5F: 3 clusters Score -400541.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -400956.968750 Penalty: 2915.720947
	Iteration 6F: 3 clusters Score -400957 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -401226.093750 Penalty: 2915.720947
	Iteration 7F: 3 clusters Score -401226.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -401370.875000 Penalty: 2915.720947
	Iteration 8Q: 3 clusters Score -401370.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -401453.593750 Penalty: 2915.720947
	Iteration 9Q: 3 clusters Score -401453.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -401499.500000 Penalty: 2915.720947
	Iteration 10Q: 3 clusters Score -401499.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -401526.593750 Penalty: 2915.720947
	Iteration 11Q: 3 clusters Score -401526.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -401547.281250 Penalty: 2915.720947
	Iteration 12Q: 3 clusters Score -401547.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -401564.406250 Penalty: 2915.720947
	Iteration 13Q: 3 clusters Score -401564.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -401579.468750 Penalty: 2915.720947
	Iteration 14Q: 3 clusters Score -401579.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -401591.187500 Penalty: 2915.720947
	Iteration 15Q: 3 clusters Score -401591.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -401600.031250 Penalty: 2915.720947
	Iteration 16Q: 3 clusters Score -401600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -401606.187500 Penalty: 2915.720947
	Iteration 17Q: 3 clusters Score -401606.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -401611.125000 Penalty: 2915.720947
	Iteration 18Q: 3 clusters Score -401611.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -401616.343750 Penalty: 2915.720947
	Iteration 19Q: 3 clusters Score -401616.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -401617.968750 Penalty: 2915.720947
	Iteration 20F: 3 clusters Score -401618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -401619.875000 Penalty: 2915.720947
	Iteration 21Q: 3 clusters Score -401619.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -401623.281250 Penalty: 2915.720947
	Iteration 22Q: 3 clusters Score -401623.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -401625.000000 Penalty: 2915.720947
	Iteration 23Q: 3 clusters Score -401625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -401624.531250 Penalty: 2915.720947
	Iteration 24Q: 3 clusters Score -401624.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -401624.531250 Penalty: 2915.720947
	Iteration 25F: 3 clusters Score -401624.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 69166 members 
Mstep: Class 3 contains 5100 members 
Mstep: Class 4 contains 6348 members 
Mstep: Class 5 contains 5224 members 
Mstep: Class 6 contains 18200 members 
Mstep: Class 7 contains 8136 members 
Mstep: Class 8 contains 71520 members 
Mstep: Class 9 contains 11677 members 
Mstep: Class 10 contains 101212 members 
Mstep: Class 11 contains 28940 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 6654 members 
Mstep: Class 14 contains 8625 members 
Mstep: Class 15 contains 8341 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80788 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 30272 members 
Mstep: Class 21 contains 199628 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 19922 members 
Mstep: Class 24 contains 7875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35922988.000000 Penalty: 52549.226562
Iteration 79Q: 25 clusters Score -3.592299e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 69733 members 
Mstep: Class 3 contains 5102 members 
Mstep: Class 4 contains 6352 members 
Mstep: Class 5 contains 5233 members 
Mstep: Class 6 contains 18203 members 
Mstep: Class 7 contains 8176 members 
Mstep: Class 8 contains 71258 members 
Mstep: Class 9 contains 11726 members 
Mstep: Class 10 contains 101218 members 
Mstep: Class 11 contains 28941 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 6684 members 
Mstep: Class 14 contains 8592 members 
Mstep: Class 15 contains 8340 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80788 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 3521 members 
Mstep: Class 20 contains 29738 members 
Mstep: Class 21 contains 199569 members 
Mstep: Class 22 contains 1690 members 
Mstep: Class 23 contains 19967 members 
Mstep: Class 24 contains 7875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923284.000000 Penalty: 52549.226562
Iteration 80F: 25 clusters Score -3.592328e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 70310 members 
Mstep: Class 3 contains 5109 members 
Mstep: Class 4 contains 6356 members 
Mstep: Class 5 contains 5238 members 
Mstep: Class 6 contains 18212 members 
Mstep: Class 7 contains 8220 members 
Mstep: Class 8 contains 70978 members 
Mstep: Class 9 contains 11762 members 
Mstep: Class 10 contains 101213 members 
Mstep: Class 11 contains 28935 members 
Mstep: Class 12 contains 3194 members 
Mstep: Class 13 contains 6704 members 
Mstep: Class 14 contains 8569 members 
Mstep: Class 15 contains 8333 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80767 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 3669 members 
Mstep: Class 20 contains 29203 members 
Mstep: Class 21 contains 199530 members 
Mstep: Class 22 contains 1691 members 
Mstep: Class 23 contains 20026 members 
Mstep: Class 24 contains 7875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923536.000000 Penalty: 52549.226562
Iteration 81Q: 25 clusters Score -3.592354e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 70939 members 
Mstep: Class 3 contains 5107 members 
Mstep: Class 4 contains 6358 members 
Mstep: Class 5 contains 5238 members 
Mstep: Class 6 contains 18219 members 
Mstep: Class 7 contains 8263 members 
Mstep: Class 8 contains 70706 members 
Mstep: Class 9 contains 11792 members 
Mstep: Class 10 contains 101205 members 
Mstep: Class 11 contains 28940 members 
Mstep: Class 12 contains 3206 members 
Mstep: Class 13 contains 6720 members 
Mstep: Class 14 contains 8526 members 
Mstep: Class 15 contains 8336 members 
Mstep: Class 16 contains 5521 members 
Mstep: Class 17 contains 80754 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 3808 members 
Mstep: Class 20 contains 28630 members 
Mstep: Class 21 contains 199506 members 
Mstep: Class 22 contains 1692 members 
Mstep: Class 23 contains 20084 members 
Mstep: Class 24 contains 7875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923652.000000 Penalty: 52549.226562
Iteration 82Q: 25 clusters Score -3.592365e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 71553 members 
Mstep: Class 3 contains 5110 members 
Mstep: Class 4 contains 6366 members 
Mstep: Class 5 contains 5239 members 
Mstep: Class 6 contains 18223 members 
Mstep: Class 7 contains 8315 members 
Mstep: Class 8 contains 70416 members 
Mstep: Class 9 contains 11813 members 
Mstep: Class 10 contains 101191 members 
Mstep: Class 11 contains 28921 members 
Mstep: Class 12 contains 3211 members 
Mstep: Class 13 contains 6731 members 
Mstep: Class 14 contains 8501 members 
Mstep: Class 15 contains 8334 members 
Mstep: Class 16 contains 5521 members 
Mstep: Class 17 contains 80739 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 28065 members 
Mstep: Class 21 contains 199501 members 
Mstep: Class 22 contains 1692 members 
Mstep: Class 23 contains 20140 members 
Mstep: Class 24 contains 7875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923944.000000 Penalty: 52549.226562
Iteration 83Q: 25 clusters Score -3.592394e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 72234 members 
Mstep: Class 3 contains 5113 members 
Mstep: Class 4 contains 6373 members 
Mstep: Class 5 contains 5245 members 
Mstep: Class 6 contains 18237 members 
Mstep: Class 7 contains 8357 members 
Mstep: Class 8 contains 70103 members 
Mstep: Class 9 contains 11847 members 
Mstep: Class 10 contains 101174 members 
Mstep: Class 11 contains 28909 members 
Mstep: Class 12 contains 3226 members 
Mstep: Class 13 contains 6739 members 
Mstep: Class 14 contains 8478 members 
Mstep: Class 15 contains 8330 members 
Mstep: Class 16 contains 5519 members 
Mstep: Class 17 contains 80713 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 4158 members 
Mstep: Class 20 contains 27456 members 
Mstep: Class 21 contains 199482 members 
Mstep: Class 22 contains 1692 members 
Mstep: Class 23 contains 20180 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924300.000000 Penalty: 52549.226562
Iteration 84Q: 25 clusters Score -3.59243e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 72905 members 
Mstep: Class 3 contains 5113 members 
Mstep: Class 4 contains 6384 members 
Mstep: Class 5 contains 5245 members 
Mstep: Class 6 contains 18239 members 
Mstep: Class 7 contains 8398 members 
Mstep: Class 8 contains 69784 members 
Mstep: Class 9 contains 11886 members 
Mstep: Class 10 contains 101168 members 
Mstep: Class 11 contains 28891 members 
Mstep: Class 12 contains 3232 members 
Mstep: Class 13 contains 6758 members 
Mstep: Class 14 contains 8451 members 
Mstep: Class 15 contains 8331 members 
Mstep: Class 16 contains 5517 members 
Mstep: Class 17 contains 80696 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 4351 members 
Mstep: Class 20 contains 26838 members 
Mstep: Class 21 contains 199462 members 
Mstep: Class 22 contains 1694 members 
Mstep: Class 23 contains 20225 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924544.000000 Penalty: 52549.226562
Iteration 85Q: 25 clusters Score -3.592454e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 73609 members 
Mstep: Class 3 contains 5111 members 
Mstep: Class 4 contains 6394 members 
Mstep: Class 5 contains 5249 members 
Mstep: Class 6 contains 18239 members 
Mstep: Class 7 contains 8448 members 
Mstep: Class 8 contains 69451 members 
Mstep: Class 9 contains 11925 members 
Mstep: Class 10 contains 101160 members 
Mstep: Class 11 contains 28876 members 
Mstep: Class 12 contains 3238 members 
Mstep: Class 13 contains 6769 members 
Mstep: Class 14 contains 8419 members 
Mstep: Class 15 contains 8335 members 
Mstep: Class 16 contains 5514 members 
Mstep: Class 17 contains 80677 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 4548 members 
Mstep: Class 20 contains 26203 members 
Mstep: Class 21 contains 199440 members 
Mstep: Class 22 contains 1695 members 
Mstep: Class 23 contains 20271 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924780.000000 Penalty: 52549.226562
Iteration 86Q: 25 clusters Score -3.592478e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 74289 members 
Mstep: Class 3 contains 5113 members 
Mstep: Class 4 contains 6398 members 
Mstep: Class 5 contains 5250 members 
Mstep: Class 6 contains 18217 members 
Mstep: Class 7 contains 8499 members 
Mstep: Class 8 contains 69098 members 
Mstep: Class 9 contains 11955 members 
Mstep: Class 10 contains 101139 members 
Mstep: Class 11 contains 28871 members 
Mstep: Class 12 contains 3251 members 
Mstep: Class 13 contains 6781 members 
Mstep: Class 14 contains 8405 members 
Mstep: Class 15 contains 8345 members 
Mstep: Class 16 contains 5514 members 
Mstep: Class 17 contains 80639 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 4748 members 
Mstep: Class 20 contains 25596 members 
Mstep: Class 21 contains 199439 members 
Mstep: Class 22 contains 1694 members 
Mstep: Class 23 contains 20340 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35925176.000000 Penalty: 52549.226562
Iteration 87Q: 25 clusters Score -3.592518e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 74991 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 6403 members 
Mstep: Class 5 contains 5252 members 
Mstep: Class 6 contains 18191 members 
Mstep: Class 7 contains 8548 members 
Mstep: Class 8 contains 68736 members 
Mstep: Class 9 contains 11976 members 
Mstep: Class 10 contains 101106 members 
Mstep: Class 11 contains 28861 members 
Mstep: Class 12 contains 3274 members 
Mstep: Class 13 contains 6789 members 
Mstep: Class 14 contains 8386 members 
Mstep: Class 15 contains 8351 members 
Mstep: Class 16 contains 5513 members 
Mstep: Class 17 contains 80622 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 4967 members 
Mstep: Class 20 contains 24971 members 
Mstep: Class 21 contains 199448 members 
Mstep: Class 22 contains 1693 members 
Mstep: Class 23 contains 20395 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35925428.000000 Penalty: 52549.226562
Iteration 88Q: 25 clusters Score -3.592543e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 75712 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 6411 members 
Mstep: Class 5 contains 5259 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 8586 members 
Mstep: Class 8 contains 68392 members 
Mstep: Class 9 contains 12005 members 
Mstep: Class 10 contains 101077 members 
Mstep: Class 11 contains 28845 members 
Mstep: Class 12 contains 3294 members 
Mstep: Class 13 contains 6802 members 
Mstep: Class 14 contains 8371 members 
Mstep: Class 15 contains 8357 members 
Mstep: Class 16 contains 5513 members 
Mstep: Class 17 contains 80578 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 5178 members 
Mstep: Class 20 contains 24349 members 
Mstep: Class 21 contains 199436 members 
Mstep: Class 22 contains 1693 members 
Mstep: Class 23 contains 20453 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35925680.000000 Penalty: 52549.226562
Iteration 89Q: 25 clusters Score -3.592568e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 76406 members 
Mstep: Class 3 contains 5115 members 
Mstep: Class 4 contains 6419 members 
Mstep: Class 5 contains 5268 members 
Mstep: Class 6 contains 18137 members 
Mstep: Class 7 contains 8637 members 
Mstep: Class 8 contains 68021 members 
Mstep: Class 9 contains 12026 members 
Mstep: Class 10 contains 101044 members 
Mstep: Class 11 contains 28805 members 
Mstep: Class 12 contains 3308 members 
Mstep: Class 13 contains 6805 members 
Mstep: Class 14 contains 8359 members 
Mstep: Class 15 contains 8369 members 
Mstep: Class 16 contains 5513 members 
Mstep: Class 17 contains 80525 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 5427 members 
Mstep: Class 20 contains 23776 members 
Mstep: Class 21 contains 199435 members 
Mstep: Class 22 contains 1693 members 
Mstep: Class 23 contains 20515 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35926032.000000 Penalty: 52549.226562
Iteration 90Q: 25 clusters Score -3.592603e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 77065 members 
Mstep: Class 3 contains 5116 members 
Mstep: Class 4 contains 6435 members 
Mstep: Class 5 contains 5275 members 
Mstep: Class 6 contains 18094 members 
Mstep: Class 7 contains 8689 members 
Mstep: Class 8 contains 67605 members 
Mstep: Class 9 contains 12073 members 
Mstep: Class 10 contains 101021 members 
Mstep: Class 11 contains 28764 members 
Mstep: Class 12 contains 3320 members 
Mstep: Class 13 contains 6810 members 
Mstep: Class 14 contains 8352 members 
Mstep: Class 15 contains 8379 members 
Mstep: Class 16 contains 5513 members 
Mstep: Class 17 contains 80503 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 5707 members 
Mstep: Class 20 contains 23199 members 
Mstep: Class 21 contains 199434 members 
Mstep: Class 22 contains 1693 members 
Mstep: Class 23 contains 20569 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35926240.000000 Penalty: 52549.226562
Iteration 91Q: 25 clusters Score -3.592624e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 77740 members 
Mstep: Class 3 contains 5115 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 5285 members 
Mstep: Class 6 contains 18064 members 
Mstep: Class 7 contains 8733 members 
Mstep: Class 8 contains 67255 members 
Mstep: Class 9 contains 12094 members 
Mstep: Class 10 contains 100990 members 
Mstep: Class 11 contains 28726 members 
Mstep: Class 12 contains 3337 members 
Mstep: Class 13 contains 6822 members 
Mstep: Class 14 contains 8338 members 
Mstep: Class 15 contains 8394 members 
Mstep: Class 16 contains 5513 members 
Mstep: Class 17 contains 80478 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 5933 members 
Mstep: Class 20 contains 22622 members 
Mstep: Class 21 contains 199428 members 
Mstep: Class 22 contains 1695 members 
Mstep: Class 23 contains 20614 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35926596.000000 Penalty: 52549.226562
Iteration 92Q: 25 clusters Score -3.59266e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 78443 members 
Mstep: Class 3 contains 5109 members 
Mstep: Class 4 contains 6465 members 
Mstep: Class 5 contains 5305 members 
Mstep: Class 6 contains 18028 members 
Mstep: Class 7 contains 8789 members 
Mstep: Class 8 contains 66908 members 
Mstep: Class 9 contains 12127 members 
Mstep: Class 10 contains 100982 members 
Mstep: Class 11 contains 28671 members 
Mstep: Class 12 contains 3351 members 
Mstep: Class 13 contains 6822 members 
Mstep: Class 14 contains 8328 members 
Mstep: Class 15 contains 8409 members 
Mstep: Class 16 contains 5509 members 
Mstep: Class 17 contains 80459 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 6157 members 
Mstep: Class 20 contains 21992 members 
Mstep: Class 21 contains 199430 members 
Mstep: Class 22 contains 1696 members 
Mstep: Class 23 contains 20657 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35926756.000000 Penalty: 52549.226562
Iteration 93Q: 25 clusters Score -3.592676e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 79068 members 
Mstep: Class 3 contains 5109 members 
Mstep: Class 4 contains 6482 members 
Mstep: Class 5 contains 5314 members 
Mstep: Class 6 contains 17974 members 
Mstep: Class 7 contains 8838 members 
Mstep: Class 8 contains 66567 members 
Mstep: Class 9 contains 12137 members 
Mstep: Class 10 contains 100965 members 
Mstep: Class 11 contains 28638 members 
Mstep: Class 12 contains 3367 members 
Mstep: Class 13 contains 6815 members 
Mstep: Class 14 contains 8326 members 
Mstep: Class 15 contains 8422 members 
Mstep: Class 16 contains 5507 members 
Mstep: Class 17 contains 80422 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 6367 members 
Mstep: Class 20 contains 21461 members 
Mstep: Class 21 contains 199459 members 
Mstep: Class 22 contains 1698 members 
Mstep: Class 23 contains 20714 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35926992.000000 Penalty: 52549.226562
Iteration 94Q: 25 clusters Score -3.592699e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 79695 members 
Mstep: Class 3 contains 5113 members 
Mstep: Class 4 contains 6492 members 
Mstep: Class 5 contains 5323 members 
Mstep: Class 6 contains 17930 members 
Mstep: Class 7 contains 8881 members 
Mstep: Class 8 contains 66253 members 
Mstep: Class 9 contains 12136 members 
Mstep: Class 10 contains 100956 members 
Mstep: Class 11 contains 28615 members 
Mstep: Class 12 contains 3378 members 
Mstep: Class 13 contains 6815 members 
Mstep: Class 14 contains 8327 members 
Mstep: Class 15 contains 8441 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 80406 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 6557 members 
Mstep: Class 20 contains 20899 members 
Mstep: Class 21 contains 199504 members 
Mstep: Class 22 contains 1699 members 
Mstep: Class 23 contains 20740 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35927120.000000 Penalty: 52549.226562
Iteration 95Q: 25 clusters Score -3.592712e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 80310 members 
Mstep: Class 3 contains 5116 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 5332 members 
Mstep: Class 6 contains 17900 members 
Mstep: Class 7 contains 8917 members 
Mstep: Class 8 contains 65976 members 
Mstep: Class 9 contains 12114 members 
Mstep: Class 10 contains 100922 members 
Mstep: Class 11 contains 28587 members 
Mstep: Class 12 contains 3390 members 
Mstep: Class 13 contains 6817 members 
Mstep: Class 14 contains 8329 members 
Mstep: Class 15 contains 8457 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 80389 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 6737 members 
Mstep: Class 20 contains 20354 members 
Mstep: Class 21 contains 199545 members 
Mstep: Class 22 contains 1699 members 
Mstep: Class 23 contains 20781 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35927284.000000 Penalty: 52549.226562
Iteration 96Q: 25 clusters Score -3.592728e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 80886 members 
Mstep: Class 3 contains 5114 members 
Mstep: Class 4 contains 6517 members 
Mstep: Class 5 contains 5343 members 
Mstep: Class 6 contains 17862 members 
Mstep: Class 7 contains 8954 members 
Mstep: Class 8 contains 65709 members 
Mstep: Class 9 contains 12090 members 
Mstep: Class 10 contains 100877 members 
Mstep: Class 11 contains 28571 members 
Mstep: Class 12 contains 3398 members 
Mstep: Class 13 contains 6823 members 
Mstep: Class 14 contains 8337 members 
Mstep: Class 15 contains 8471 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 80378 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 6886 members 
Mstep: Class 20 contains 19837 members 
Mstep: Class 21 contains 199604 members 
Mstep: Class 22 contains 1699 members 
Mstep: Class 23 contains 20822 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35927540.000000 Penalty: 52549.226562
Iteration 97Q: 25 clusters Score -3.592754e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 81454 members 
Mstep: Class 3 contains 5111 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 5347 members 
Mstep: Class 6 contains 17852 members 
Mstep: Class 7 contains 8985 members 
Mstep: Class 8 contains 65480 members 
Mstep: Class 9 contains 12061 members 
Mstep: Class 10 contains 100840 members 
Mstep: Class 11 contains 28555 members 
Mstep: Class 12 contains 3410 members 
Mstep: Class 13 contains 6825 members 
Mstep: Class 14 contains 8345 members 
Mstep: Class 15 contains 8488 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 80381 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 7020 members 
Mstep: Class 20 contains 19322 members 
Mstep: Class 21 contains 199640 members 
Mstep: Class 22 contains 1699 members 
Mstep: Class 23 contains 20850 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35927772.000000 Penalty: 52549.226562
Iteration 98Q: 25 clusters Score -3.592777e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 82029 members 
Mstep: Class 3 contains 5111 members 
Mstep: Class 4 contains 6525 members 
Mstep: Class 5 contains 5350 members 
Mstep: Class 6 contains 17848 members 
Mstep: Class 7 contains 9018 members 
Mstep: Class 8 contains 65250 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 100808 members 
Mstep: Class 11 contains 28543 members 
Mstep: Class 12 contains 3419 members 
Mstep: Class 13 contains 6822 members 
Mstep: Class 14 contains 8352 members 
Mstep: Class 15 contains 8504 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 80371 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 7145 members 
Mstep: Class 20 contains 18808 members 
Mstep: Class 21 contains 199667 members 
Mstep: Class 22 contains 1699 members 
Mstep: Class 23 contains 20888 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35927932.000000 Penalty: 52549.226562
Iteration 99Q: 25 clusters Score -3.592793e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 82590 members 
Mstep: Class 3 contains 5107 members 
Mstep: Class 4 contains 6529 members 
Mstep: Class 5 contains 5359 members 
Mstep: Class 6 contains 17847 members 
Mstep: Class 7 contains 9041 members 
Mstep: Class 8 contains 65056 members 
Mstep: Class 9 contains 11992 members 
Mstep: Class 10 contains 100779 members 
Mstep: Class 11 contains 28533 members 
Mstep: Class 12 contains 3426 members 
Mstep: Class 13 contains 6818 members 
Mstep: Class 14 contains 8353 members 
Mstep: Class 15 contains 8526 members 
Mstep: Class 16 contains 5505 members 
Mstep: Class 17 contains 80367 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 7249 members 
Mstep: Class 20 contains 18310 members 
Mstep: Class 21 contains 199702 members 
Mstep: Class 22 contains 1699 members 
Mstep: Class 23 contains 20922 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
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Score: -35928160.000000 Penalty: 52549.226562
Iteration 100F: 25 clusters Score -3.592816e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 83126 members 
Mstep: Class 3 contains 5105 members 
Mstep: Class 4 contains 6532 members 
Mstep: Class 5 contains 5366 members 
Mstep: Class 6 contains 17833 members 
Mstep: Class 7 contains 9070 members 
Mstep: Class 8 contains 64845 members 
Mstep: Class 9 contains 11965 members 
Mstep: Class 10 contains 100753 members 
Mstep: Class 11 contains 28523 members 
Mstep: Class 12 contains 3432 members 
Mstep: Class 13 contains 6828 members 
Mstep: Class 14 contains 8358 members 
Mstep: Class 15 contains 8547 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 80337 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 7366 members 
Mstep: Class 20 contains 17849 members 
Mstep: Class 21 contains 199728 members 
Mstep: Class 22 contains 1698 members 
Mstep: Class 23 contains 20956 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
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Iteration 101Q: 25 clusters Score -3.592842e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 83640 members 
Mstep: Class 3 contains 5096 members 
Mstep: Class 4 contains 6537 members 
Mstep: Class 5 contains 5370 members 
Mstep: Class 6 contains 17806 members 
Mstep: Class 7 contains 9105 members 
Mstep: Class 8 contains 64611 members 
Mstep: Class 9 contains 11935 members 
Mstep: Class 10 contains 100733 members 
Mstep: Class 11 contains 28506 members 
Mstep: Class 12 contains 3442 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 8372 members 
Mstep: Class 15 contains 8561 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 80296 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 7508 members 
Mstep: Class 20 contains 17408 members 
Mstep: Class 21 contains 199757 members 
Mstep: Class 22 contains 1698 members 
Mstep: Class 23 contains 21003 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
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Score: -35928416.000000 Penalty: 52549.226562
Iteration 102Q: 25 clusters Score -3.592842e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 84125 members 
Mstep: Class 3 contains 5092 members 
Mstep: Class 4 contains 6539 members 
Mstep: Class 5 contains 5376 members 
Mstep: Class 6 contains 17780 members 
Mstep: Class 7 contains 9137 members 
Mstep: Class 8 contains 64394 members 
Mstep: Class 9 contains 11920 members 
Mstep: Class 10 contains 100716 members 
Mstep: Class 11 contains 28486 members 
Mstep: Class 12 contains 3446 members 
Mstep: Class 13 contains 6845 members 
Mstep: Class 14 contains 8390 members 
Mstep: Class 15 contains 8573 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 80254 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 7637 members 
Mstep: Class 20 contains 17002 members 
Mstep: Class 21 contains 199762 members 
Mstep: Class 22 contains 1698 members 
Mstep: Class 23 contains 21059 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
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Iteration 103Q: 25 clusters Score -3.592866e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 84584 members 
Mstep: Class 3 contains 5091 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 5379 members 
Mstep: Class 6 contains 17757 members 
Mstep: Class 7 contains 9175 members 
Mstep: Class 8 contains 64185 members 
Mstep: Class 9 contains 11897 members 
Mstep: Class 10 contains 100700 members 
Mstep: Class 11 contains 28472 members 
Mstep: Class 12 contains 3446 members 
Mstep: Class 13 contains 6854 members 
Mstep: Class 14 contains 8402 members 
Mstep: Class 15 contains 8597 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 80229 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 7755 members 
Mstep: Class 20 contains 16594 members 
Mstep: Class 21 contains 199788 members 
Mstep: Class 22 contains 1698 members 
Mstep: Class 23 contains 21093 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35928788.000000 Penalty: 52549.226562
Iteration 104Q: 25 clusters Score -3.592879e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 85053 members 
Mstep: Class 3 contains 5095 members 
Mstep: Class 4 contains 6545 members 
Mstep: Class 5 contains 5385 members 
Mstep: Class 6 contains 17752 members 
Mstep: Class 7 contains 9211 members 
Mstep: Class 8 contains 63995 members 
Mstep: Class 9 contains 11883 members 
Mstep: Class 10 contains 100682 members 
Mstep: Class 11 contains 28460 members 
Mstep: Class 12 contains 3446 members 
Mstep: Class 13 contains 6857 members 
Mstep: Class 14 contains 8414 members 
Mstep: Class 15 contains 8618 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 80215 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 7851 members 
Mstep: Class 20 contains 16172 members 
Mstep: Class 21 contains 199786 members 
Mstep: Class 22 contains 1698 members 
Mstep: Class 23 contains 21129 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35928732.000000 Penalty: 52549.226562
Iteration 105Q: 25 clusters Score -3.592873e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 85468 members 
Mstep: Class 3 contains 5093 members 
Mstep: Class 4 contains 6547 members 
Mstep: Class 5 contains 5395 members 
Mstep: Class 6 contains 17747 members 
Mstep: Class 7 contains 9238 members 
Mstep: Class 8 contains 63823 members 
Mstep: Class 9 contains 11857 members 
Mstep: Class 10 contains 100654 members 
Mstep: Class 11 contains 28446 members 
Mstep: Class 12 contains 3452 members 
Mstep: Class 13 contains 6869 members 
Mstep: Class 14 contains 8443 members 
Mstep: Class 15 contains 8647 members 
Mstep: Class 16 contains 5502 members 
Mstep: Class 17 contains 80203 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 7940 members 
Mstep: Class 20 contains 15777 members 
Mstep: Class 21 contains 199798 members 
Mstep: Class 22 contains 1698 members 
Mstep: Class 23 contains 21162 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35928736.000000 Penalty: 52549.226562
Iteration 106Q: 25 clusters Score -3.592874e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 85879 members 
Mstep: Class 3 contains 5092 members 
Mstep: Class 4 contains 6551 members 
Mstep: Class 5 contains 5402 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 9264 members 
Mstep: Class 8 contains 63660 members 
Mstep: Class 9 contains 11825 members 
Mstep: Class 10 contains 100635 members 
Mstep: Class 11 contains 28434 members 
Mstep: Class 12 contains 3455 members 
Mstep: Class 13 contains 6876 members 
Mstep: Class 14 contains 8463 members 
Mstep: Class 15 contains 8668 members 
Mstep: Class 16 contains 5501 members 
Mstep: Class 17 contains 80184 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8027 members 
Mstep: Class 20 contains 15409 members 
Mstep: Class 21 contains 199823 members 
Mstep: Class 22 contains 1698 members 
Mstep: Class 23 contains 21188 members 
Mstep: Class 24 contains 7875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35928860.000000 Penalty: 52549.226562
Iteration 107Q: 25 clusters Score -3.592886e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 86288 members 
Mstep: Class 3 contains 5096 members 
Mstep: Class 4 contains 6556 members 
Mstep: Class 5 contains 5411 members 
Mstep: Class 6 contains 17729 members 
Mstep: Class 7 contains 9285 members 
Mstep: Class 8 contains 63514 members 
Mstep: Class 9 contains 11772 members 
Mstep: Class 10 contains 100614 members 
Mstep: Class 11 contains 28426 members 
Mstep: Class 12 contains 3462 members 
Mstep: Class 13 contains 6879 members 
Mstep: Class 14 contains 8477 members 
Mstep: Class 15 contains 8702 members 
Mstep: Class 16 contains 5502 members 
Mstep: Class 17 contains 80153 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8092 members 
Mstep: Class 20 contains 15041 members 
Mstep: Class 21 contains 199876 members 
Mstep: Class 22 contains 1698 members 
Mstep: Class 23 contains 21214 members 
Mstep: Class 24 contains 7875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35928956.000000 Penalty: 52549.226562
Iteration 108Q: 25 clusters Score -3.592896e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 86663 members 
Mstep: Class 3 contains 5099 members 
Mstep: Class 4 contains 6556 members 
Mstep: Class 5 contains 5421 members 
Mstep: Class 6 contains 17708 members 
Mstep: Class 7 contains 9309 members 
Mstep: Class 8 contains 63387 members 
Mstep: Class 9 contains 11686 members 
Mstep: Class 10 contains 100598 members 
Mstep: Class 11 contains 28423 members 
Mstep: Class 12 contains 3462 members 
Mstep: Class 13 contains 6886 members 
Mstep: Class 14 contains 8489 members 
Mstep: Class 15 contains 8745 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 80122 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8150 members 
Mstep: Class 20 contains 14717 members 
Mstep: Class 21 contains 199925 members 
Mstep: Class 22 contains 1699 members 
Mstep: Class 23 contains 21247 members 
Mstep: Class 24 contains 7875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35928912.000000 Penalty: 52549.226562
Iteration 109Q: 25 clusters Score -3.592891e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 87001 members 
Mstep: Class 3 contains 5093 members 
Mstep: Class 4 contains 6556 members 
Mstep: Class 5 contains 5437 members 
Mstep: Class 6 contains 17695 members 
Mstep: Class 7 contains 9326 members 
Mstep: Class 8 contains 63254 members 
Mstep: Class 9 contains 11618 members 
Mstep: Class 10 contains 100587 members 
Mstep: Class 11 contains 28418 members 
Mstep: Class 12 contains 3462 members 
Mstep: Class 13 contains 6890 members 
Mstep: Class 14 contains 8507 members 
Mstep: Class 15 contains 8788 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 80099 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8215 members 
Mstep: Class 20 contains 14406 members 
Mstep: Class 21 contains 199974 members 
Mstep: Class 22 contains 1700 members 
Mstep: Class 23 contains 21276 members 
Mstep: Class 24 contains 7875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35929012.000000 Penalty: 52549.226562
Iteration 110Q: 25 clusters Score -3.592901e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 87317 members 
Mstep: Class 3 contains 5084 members 
Mstep: Class 4 contains 6554 members 
Mstep: Class 5 contains 5449 members 
Mstep: Class 6 contains 17686 members 
Mstep: Class 7 contains 9354 members 
Mstep: Class 8 contains 63120 members 
Mstep: Class 9 contains 11539 members 
Mstep: Class 10 contains 100610 members 
Mstep: Class 11 contains 28412 members 
Mstep: Class 12 contains 3460 members 
Mstep: Class 13 contains 6895 members 
Mstep: Class 14 contains 8518 members 
Mstep: Class 15 contains 8819 members 
Mstep: Class 16 contains 5508 members 
Mstep: Class 17 contains 80084 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8280 members 
Mstep: Class 20 contains 14121 members 
Mstep: Class 21 contains 200009 members 
Mstep: Class 22 contains 1700 members 
Mstep: Class 23 contains 21294 members 
Mstep: Class 24 contains 7875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35929196.000000 Penalty: 52549.226562
Iteration 111Q: 25 clusters Score -3.59292e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 87620 members 
Mstep: Class 3 contains 5078 members 
Mstep: Class 4 contains 6553 members 
Mstep: Class 5 contains 5457 members 
Mstep: Class 6 contains 17655 members 
Mstep: Class 7 contains 9381 members 
Mstep: Class 8 contains 63000 members 
Mstep: Class 9 contains 11476 members 
Mstep: Class 10 contains 100624 members 
Mstep: Class 11 contains 28400 members 
Mstep: Class 12 contains 3464 members 
Mstep: Class 13 contains 6906 members 
Mstep: Class 14 contains 8529 members 
Mstep: Class 15 contains 8839 members 
Mstep: Class 16 contains 5510 members 
Mstep: Class 17 contains 80062 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8345 members 
Mstep: Class 20 contains 13832 members 
Mstep: Class 21 contains 200059 members 
Mstep: Class 22 contains 1700 members 
Mstep: Class 23 contains 21331 members 
Mstep: Class 24 contains 7875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35929276.000000 Penalty: 52549.226562
Iteration 112Q: 25 clusters Score -3.592928e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 87920 members 
Mstep: Class 3 contains 5077 members 
Mstep: Class 4 contains 6550 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 17636 members 
Mstep: Class 7 contains 9396 members 
Mstep: Class 8 contains 62896 members 
Mstep: Class 9 contains 11408 members 
Mstep: Class 10 contains 100636 members 
Mstep: Class 11 contains 28384 members 
Mstep: Class 12 contains 3467 members 
Mstep: Class 13 contains 6910 members 
Mstep: Class 14 contains 8540 members 
Mstep: Class 15 contains 8889 members 
Mstep: Class 16 contains 5514 members 
Mstep: Class 17 contains 80042 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 8398 members 
Mstep: Class 20 contains 13548 members 
Mstep: Class 21 contains 200092 members 
Mstep: Class 22 contains 1701 members 
Mstep: Class 23 contains 21362 members 
Mstep: Class 24 contains 7875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35929372.000000 Penalty: 52549.226562
Iteration 113Q: 25 clusters Score -3.592937e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 88201 members 
Mstep: Class 3 contains 5071 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 5477 members 
Mstep: Class 6 contains 17630 members 
Mstep: Class 7 contains 9427 members 
Mstep: Class 8 contains 62793 members 
Mstep: Class 9 contains 11334 members 
Mstep: Class 10 contains 100650 members 
Mstep: Class 11 contains 28371 members 
Mstep: Class 12 contains 3464 members 
Mstep: Class 13 contains 6926 members 
Mstep: Class 14 contains 8550 members 
Mstep: Class 15 contains 8948 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80028 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 8443 members 
Mstep: Class 20 contains 13288 members 
Mstep: Class 21 contains 200108 members 
Mstep: Class 22 contains 1701 members 
Mstep: Class 23 contains 21370 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35929328.000000 Penalty: 52549.226562
Iteration 114Q: 25 clusters Score -3.592933e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 88412 members 
Mstep: Class 3 contains 5072 members 
Mstep: Class 4 contains 6542 members 
Mstep: Class 5 contains 5482 members 
Mstep: Class 6 contains 17626 members 
Mstep: Class 7 contains 9454 members 
Mstep: Class 8 contains 62700 members 
Mstep: Class 9 contains 11235 members 
Mstep: Class 10 contains 100662 members 
Mstep: Class 11 contains 28366 members 
Mstep: Class 12 contains 3463 members 
Mstep: Class 13 contains 6940 members 
Mstep: Class 14 contains 8564 members 
Mstep: Class 15 contains 9009 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80016 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 8477 members 
Mstep: Class 20 contains 13083 members 
Mstep: Class 21 contains 200148 members 
Mstep: Class 22 contains 1701 members 
Mstep: Class 23 contains 21386 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35929332.000000 Penalty: 52549.226562
Iteration 115Q: 25 clusters Score -3.592933e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 88635 members 
Mstep: Class 3 contains 5070 members 
Mstep: Class 4 contains 6536 members 
Mstep: Class 5 contains 5487 members 
Mstep: Class 6 contains 17613 members 
Mstep: Class 7 contains 9488 members 
Mstep: Class 8 contains 62606 members 
Mstep: Class 9 contains 11151 members 
Mstep: Class 10 contains 100682 members 
Mstep: Class 11 contains 28357 members 
Mstep: Class 12 contains 3462 members 
Mstep: Class 13 contains 6953 members 
Mstep: Class 14 contains 8573 members 
Mstep: Class 15 contains 9066 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80011 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 8509 members 
Mstep: Class 20 contains 12875 members 
Mstep: Class 21 contains 200164 members 
Mstep: Class 22 contains 1701 members 
Mstep: Class 23 contains 21406 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35929340.000000 Penalty: 52549.226562
Iteration 116Q: 25 clusters Score -3.592934e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 88840 members 
Mstep: Class 3 contains 5068 members 
Mstep: Class 4 contains 6531 members 
Mstep: Class 5 contains 5494 members 
Mstep: Class 6 contains 17598 members 
Mstep: Class 7 contains 9522 members 
Mstep: Class 8 contains 62530 members 
Mstep: Class 9 contains 11045 members 
Mstep: Class 10 contains 100700 members 
Mstep: Class 11 contains 28350 members 
Mstep: Class 12 contains 3458 members 
Mstep: Class 13 contains 6956 members 
Mstep: Class 14 contains 8580 members 
Mstep: Class 15 contains 9128 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80013 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 8529 members 
Mstep: Class 20 contains 12686 members 
Mstep: Class 21 contains 200190 members 
Mstep: Class 22 contains 1701 members 
Mstep: Class 23 contains 21431 members 
Mstep: Class 24 contains 7873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35929516.000000 Penalty: 52549.226562
Iteration 117Q: 25 clusters Score -3.592952e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 89010 members 
Mstep: Class 3 contains 5063 members 
Mstep: Class 4 contains 6527 members 
Mstep: Class 5 contains 5500 members 
Mstep: Class 6 contains 17601 members 
Mstep: Class 7 contains 9539 members 
Mstep: Class 8 contains 62460 members 
Mstep: Class 9 contains 10968 members 
Mstep: Class 10 contains 100736 members 
Mstep: Class 11 contains 28344 members 
Mstep: Class 12 contains 3448 members 
Mstep: Class 13 contains 6960 members 
Mstep: Class 14 contains 8575 members 
Mstep: Class 15 contains 9188 members 
Mstep: Class 16 contains 5519 members 
Mstep: Class 17 contains 80038 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 8546 members 
Mstep: Class 20 contains 12522 members 
Mstep: Class 21 contains 200186 members 
Mstep: Class 22 contains 1701 members 
Mstep: Class 23 contains 21438 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35929580.000000 Penalty: 52549.226562
Iteration 118Q: 25 clusters Score -3.592958e+07 nChanged 732
Entering ConstructFrom: 
Score: -35929580.000000 Penalty: 52549.226562
Entering ConstructFrom: 
Trying to split cluster 1 (5780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Entering Unmasked Estep 
Score: -273197.812500 Penalty: 1407.600830
	Iteration 0F: 2 clusters Score -273197.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -268792.281250 Penalty: 2815.201660
	Iteration 0F: 3 clusters Score -268792.3 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -270371.656250 Penalty: 2815.201660
	Iteration 1F: 3 clusters Score -270371.7 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -270895.531250 Penalty: 2815.201660
	Iteration 2F: 3 clusters Score -270895.5 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -271308.156250 Penalty: 2815.201660
	Iteration 3F: 3 clusters Score -271308.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -271632.843750 Penalty: 2815.201660
	Iteration 4F: 3 clusters Score -271632.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -271894.750000 Penalty: 2815.201660
	Iteration 5F: 3 clusters Score -271894.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -272065.062500 Penalty: 2815.201660
	Iteration 6Q: 3 clusters Score -272065.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -272171.937500 Penalty: 2815.201660
	Iteration 7Q: 3 clusters Score -272171.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -272262.125000 Penalty: 2815.201660
	Iteration 8Q: 3 clusters Score -272262.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -272342.531250 Penalty: 2815.201660
	Iteration 9Q: 3 clusters Score -272342.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -272409.562500 Penalty: 2815.201660
	Iteration 10Q: 3 clusters Score -272409.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -272467.937500 Penalty: 2815.201660
	Iteration 11Q: 3 clusters Score -272467.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -272522.312500 Penalty: 2815.201660
	Iteration 12Q: 3 clusters Score -272522.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -272572.187500 Penalty: 2815.201660
	Iteration 13Q: 3 clusters Score -272572.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -272619.218750 Penalty: 2815.201660
	Iteration 14Q: 3 clusters Score -272619.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -272669.343750 Penalty: 2815.201660
	Iteration 15Q: 3 clusters Score -272669.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -272750.625000 Penalty: 2815.201660
	Iteration 16Q: 3 clusters Score -272750.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -272801.218750 Penalty: 2815.201660
	Iteration 17Q: 3 clusters Score -272801.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -272820.500000 Penalty: 2815.201660
	Iteration 18Q: 3 clusters Score -272820.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -272825.937500 Penalty: 2815.201660
	Iteration 19Q: 3 clusters Score -272825.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -272828.031250 Penalty: 2815.201660
	Iteration 20F: 3 clusters Score -272828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -272828.656250 Penalty: 2815.201660
	Iteration 21Q: 3 clusters Score -272828.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -272829.750000 Penalty: 2815.201660
	Iteration 22Q: 3 clusters Score -272829.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -272831.187500 Penalty: 2815.201660
	Iteration 23Q: 3 clusters Score -272831.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -272831.843750 Penalty: 2815.201660
	Iteration 24Q: 3 clusters Score -272831.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -272833.218750 Penalty: 2815.201660
	Iteration 25Q: 3 clusters Score -272833.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -272834.625000 Penalty: 2815.201660
	Iteration 26Q: 3 clusters Score -272834.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -272835.406250 Penalty: 2815.201660
	Iteration 27Q: 3 clusters Score -272835.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -272837.781250 Penalty: 2815.201660
	Iteration 28Q: 3 clusters Score -272837.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -272838.937500 Penalty: 2815.201660
	Iteration 29Q: 3 clusters Score -272838.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -272839.156250 Penalty: 2815.201660
	Iteration 30Q: 3 clusters Score -272839.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -272839.812500 Penalty: 2815.201660
	Iteration 31Q: 3 clusters Score -272839.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -272841.062500 Penalty: 2815.201660
	Iteration 32Q: 3 clusters Score -272841.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -272842.437500 Penalty: 2815.201660
	Iteration 33Q: 3 clusters Score -272842.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -272842.437500 Penalty: 2815.201660
	Iteration 34F: 3 clusters Score -272842.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (89174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89174 members 
Entering Unmasked Estep 
Score: -4752697.500000 Penalty: 1852.231079
	Iteration 0F: 2 clusters Score -4752698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -4693035.000000 Penalty: 3704.462158
	Iteration 0F: 3 clusters Score -4693035 nChanged 42488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -4717976.000000 Penalty: 3704.462158
	Iteration 1F: 3 clusters Score -4717976 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
Score: -4718791.500000 Penalty: 3704.462158
	Iteration 2Q: 3 clusters Score -4718792 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -4719807.000000 Penalty: 3704.462158
	Iteration 3Q: 3 clusters Score -4719807 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 51629 members 
Entering Unmasked Estep 
Score: -4721196.500000 Penalty: 3704.462158
	Iteration 4Q: 3 clusters Score -4721196 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 54840 members 
Entering Unmasked Estep 
Score: -4723163.500000 Penalty: 3704.462158
	Iteration 5Q: 3 clusters Score -4723164 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -4725962.500000 Penalty: 3704.462158
	Iteration 6F: 3 clusters Score -4725962 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 64164 members 
Entering Unmasked Estep 
Score: -4729900.500000 Penalty: 3704.462158
	Iteration 7F: 3 clusters Score -4729900 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 69959 members 
Entering Unmasked Estep 
Score: -4734782.500000 Penalty: 3704.462158
	Iteration 8F: 3 clusters Score -4734782 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 75505 members 
Entering Unmasked Estep 
Score: -4739688.000000 Penalty: 3704.462158
	Iteration 9F: 3 clusters Score -4739688 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 80039 members 
Entering Unmasked Estep 
Score: -4743784.500000 Penalty: 3704.462158
	Iteration 10F: 3 clusters Score -4743784 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 83339 members 
Entering Unmasked Estep 
Score: -4746672.000000 Penalty: 3704.462158
	Iteration 11Q: 3 clusters Score -4746672 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 85535 members 
Entering Unmasked Estep 
Score: -4748530.500000 Penalty: 3704.462158
	Iteration 12Q: 3 clusters Score -4748530 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 86878 members 
Entering Unmasked Estep 
Score: -4749584.500000 Penalty: 3704.462158
	Iteration 13Q: 3 clusters Score -4749584 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 87633 members 
Entering Unmasked Estep 
Score: -4750204.500000 Penalty: 3704.462158
	Iteration 14Q: 3 clusters Score -4750204 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 88093 members 
Entering Unmasked Estep 
Score: -4750566.000000 Penalty: 3704.462158
	Iteration 15Q: 3 clusters Score -4750566 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 88343 members 
Entering Unmasked Estep 
Score: -4750782.000000 Penalty: 3704.462158
	Iteration 16Q: 3 clusters Score -4750782 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 88488 members 
Entering Unmasked Estep 
Score: -4750899.500000 Penalty: 3704.462158
	Iteration 17Q: 3 clusters Score -4750900 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 88578 members 
Entering Unmasked Estep 
Score: -4750978.000000 Penalty: 3704.462158
	Iteration 18Q: 3 clusters Score -4750978 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 88628 members 
Entering Unmasked Estep 
Score: -4751008.000000 Penalty: 3704.462158
	Iteration 19Q: 3 clusters Score -4751008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 88655 members 
Entering Unmasked Estep 
Score: -4751028.000000 Penalty: 3704.462158
	Iteration 20F: 3 clusters Score -4751028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 88683 members 
Entering Unmasked Estep 
Score: -4751049.500000 Penalty: 3704.462158
	Iteration 21Q: 3 clusters Score -4751050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 88708 members 
Entering Unmasked Estep 
Score: -4751078.500000 Penalty: 3704.462158
	Iteration 22Q: 3 clusters Score -4751078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 88733 members 
Entering Unmasked Estep 
Score: -4751104.500000 Penalty: 3704.462158
	Iteration 23Q: 3 clusters Score -4751104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 88749 members 
Entering Unmasked Estep 
Score: -4751122.000000 Penalty: 3704.462158
	Iteration 24Q: 3 clusters Score -4751122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 88757 members 
Entering Unmasked Estep 
Score: -4751134.500000 Penalty: 3704.462158
	Iteration 25Q: 3 clusters Score -4751134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 88761 members 
Entering Unmasked Estep 
Score: -4751139.500000 Penalty: 3704.462158
	Iteration 26Q: 3 clusters Score -4751140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 88766 members 
Entering Unmasked Estep 
Score: -4751144.000000 Penalty: 3704.462158
	Iteration 27Q: 3 clusters Score -4751144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 88773 members 
Entering Unmasked Estep 
Score: -4751141.500000 Penalty: 3704.462158
	Iteration 28Q: 3 clusters Score -4751142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 88777 members 
Entering Unmasked Estep 
Score: -4751145.500000 Penalty: 3704.462158
	Iteration 29Q: 3 clusters Score -4751146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 88780 members 
Entering Unmasked Estep 
Score: -4751144.000000 Penalty: 3704.462158
	Iteration 30Q: 3 clusters Score -4751144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 88784 members 
Entering Unmasked Estep 
Score: -4751150.000000 Penalty: 3704.462158
	Iteration 31Q: 3 clusters Score -4751150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 88785 members 
Entering Unmasked Estep 
Score: -4751153.000000 Penalty: 3704.462158
	Iteration 32Q: 3 clusters Score -4751153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 88785 members 
Entering Unmasked Estep 
Score: -4751153.000000 Penalty: 3704.462158
	Iteration 33F: 3 clusters Score -4751153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Entering Unmasked Estep 
Score: -249733.703125 Penalty: 1385.918091
	Iteration 0F: 2 clusters Score -249733.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -245720.218750 Penalty: 2771.836182
	Iteration 0F: 3 clusters Score -245720.2 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -246933.000000 Penalty: 2771.836182
	Iteration 1F: 3 clusters Score -246933 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -247220.859375 Penalty: 2771.836182
	Iteration 2F: 3 clusters Score -247220.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -247486.875000 Penalty: 2771.836182
	Iteration 3F: 3 clusters Score -247486.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -247793.140625 Penalty: 2771.836182
	Iteration 4F: 3 clusters Score -247793.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -248211.234375 Penalty: 2771.836182
	Iteration 5F: 3 clusters Score -248211.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -248554.078125 Penalty: 2771.836182
	Iteration 6F: 3 clusters Score -248554.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -248778.109375 Penalty: 2771.836182
	Iteration 7F: 3 clusters Score -248778.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -248921.515625 Penalty: 2771.836182
	Iteration 8Q: 3 clusters Score -248921.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -249010.156250 Penalty: 2771.836182
	Iteration 9Q: 3 clusters Score -249010.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -249075.328125 Penalty: 2771.836182
	Iteration 10Q: 3 clusters Score -249075.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -249147.718750 Penalty: 2771.836182
	Iteration 11Q: 3 clusters Score -249147.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -249214.859375 Penalty: 2771.836182
	Iteration 12Q: 3 clusters Score -249214.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -249285.281250 Penalty: 2771.836182
	Iteration 13Q: 3 clusters Score -249285.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -249328.109375 Penalty: 2771.836182
	Iteration 14Q: 3 clusters Score -249328.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -249353.515625 Penalty: 2771.836182
	Iteration 15Q: 3 clusters Score -249353.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -249370.140625 Penalty: 2771.836182
	Iteration 16Q: 3 clusters Score -249370.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -249382.000000 Penalty: 2771.836182
	Iteration 17Q: 3 clusters Score -249382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -249390.640625 Penalty: 2771.836182
	Iteration 18Q: 3 clusters Score -249390.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -249402.734375 Penalty: 2771.836182
	Iteration 19Q: 3 clusters Score -249402.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -249412.015625 Penalty: 2771.836182
	Iteration 20F: 3 clusters Score -249412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -249418.015625 Penalty: 2771.836182
	Iteration 21Q: 3 clusters Score -249418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -249425.421875 Penalty: 2771.836182
	Iteration 22Q: 3 clusters Score -249425.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -249433.234375 Penalty: 2771.836182
	Iteration 23Q: 3 clusters Score -249433.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -249443.250000 Penalty: 2771.836182
	Iteration 24Q: 3 clusters Score -249443.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -249453.593750 Penalty: 2771.836182
	Iteration 25Q: 3 clusters Score -249453.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -249462.812500 Penalty: 2771.836182
	Iteration 26Q: 3 clusters Score -249462.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -249469.000000 Penalty: 2771.836182
	Iteration 27Q: 3 clusters Score -249469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -249472.703125 Penalty: 2771.836182
	Iteration 28Q: 3 clusters Score -249472.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -249475.687500 Penalty: 2771.836182
	Iteration 29Q: 3 clusters Score -249475.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -249478.078125 Penalty: 2771.836182
	Iteration 30Q: 3 clusters Score -249478.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -249480.890625 Penalty: 2771.836182
	Iteration 31Q: 3 clusters Score -249480.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -249483.562500 Penalty: 2771.836182
	Iteration 32Q: 3 clusters Score -249483.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -249485.781250 Penalty: 2771.836182
	Iteration 33Q: 3 clusters Score -249485.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -249486.187500 Penalty: 2771.836182
	Iteration 34Q: 3 clusters Score -249486.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -249487.750000 Penalty: 2771.836182
	Iteration 35Q: 3 clusters Score -249487.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -249488.109375 Penalty: 2771.836182
	Iteration 36Q: 3 clusters Score -249488.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -249488.609375 Penalty: 2771.836182
	Iteration 37Q: 3 clusters Score -249488.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -249488.609375 Penalty: 2771.836182
	Iteration 38F: 3 clusters Score -249488.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Entering Unmasked Estep 
Score: -342555.437500 Penalty: 1427.276978
	Iteration 0F: 2 clusters Score -342555.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -337707.843750 Penalty: 2854.553955
	Iteration 0F: 3 clusters Score -337707.8 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -339171.437500 Penalty: 2854.553955
	Iteration 1F: 3 clusters Score -339171.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -339380.906250 Penalty: 2854.553955
	Iteration 2F: 3 clusters Score -339380.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -339524.531250 Penalty: 2854.553955
	Iteration 3F: 3 clusters Score -339524.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -339635.906250 Penalty: 2854.553955
	Iteration 4Q: 3 clusters Score -339635.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -339724.000000 Penalty: 2854.553955
	Iteration 5Q: 3 clusters Score -339724 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -339795.843750 Penalty: 2854.553955
	Iteration 6Q: 3 clusters Score -339795.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -339847.875000 Penalty: 2854.553955
	Iteration 7Q: 3 clusters Score -339847.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -339883.031250 Penalty: 2854.553955
	Iteration 8Q: 3 clusters Score -339883 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -339909.250000 Penalty: 2854.553955
	Iteration 9Q: 3 clusters Score -339909.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -339935.718750 Penalty: 2854.553955
	Iteration 10Q: 3 clusters Score -339935.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -339956.593750 Penalty: 2854.553955
	Iteration 11Q: 3 clusters Score -339956.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -339977.062500 Penalty: 2854.553955
	Iteration 12Q: 3 clusters Score -339977.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -340006.781250 Penalty: 2854.553955
	Iteration 13Q: 3 clusters Score -340006.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -340030.625000 Penalty: 2854.553955
	Iteration 14Q: 3 clusters Score -340030.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -340054.312500 Penalty: 2854.553955
	Iteration 15Q: 3 clusters Score -340054.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -340074.312500 Penalty: 2854.553955
	Iteration 16Q: 3 clusters Score -340074.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -340100.093750 Penalty: 2854.553955
	Iteration 17Q: 3 clusters Score -340100.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -340119.875000 Penalty: 2854.553955
	Iteration 18Q: 3 clusters Score -340119.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -340140.343750 Penalty: 2854.553955
	Iteration 19Q: 3 clusters Score -340140.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -340161.281250 Penalty: 2854.553955
	Iteration 20F: 3 clusters Score -340161.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -340177.125000 Penalty: 2854.553955
	Iteration 21Q: 3 clusters Score -340177.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -340194.187500 Penalty: 2854.553955
	Iteration 22Q: 3 clusters Score -340194.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -340208.812500 Penalty: 2854.553955
	Iteration 23Q: 3 clusters Score -340208.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -340221.812500 Penalty: 2854.553955
	Iteration 24Q: 3 clusters Score -340221.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -340234.406250 Penalty: 2854.553955
	Iteration 25Q: 3 clusters Score -340234.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -340248.468750 Penalty: 2854.553955
	Iteration 26Q: 3 clusters Score -340248.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -340258.750000 Penalty: 2854.553955
	Iteration 27Q: 3 clusters Score -340258.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -340269.312500 Penalty: 2854.553955
	Iteration 28Q: 3 clusters Score -340269.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -340282.937500 Penalty: 2854.553955
	Iteration 29Q: 3 clusters Score -340282.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -340292.812500 Penalty: 2854.553955
	Iteration 30Q: 3 clusters Score -340292.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -340303.343750 Penalty: 2854.553955
	Iteration 31Q: 3 clusters Score -340303.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -340316.031250 Penalty: 2854.553955
	Iteration 32Q: 3 clusters Score -340316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -340325.250000 Penalty: 2854.553955
	Iteration 33Q: 3 clusters Score -340325.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -340333.218750 Penalty: 2854.553955
	Iteration 34Q: 3 clusters Score -340333.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -340341.031250 Penalty: 2854.553955
	Iteration 35Q: 3 clusters Score -340341 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -340349.187500 Penalty: 2854.553955
	Iteration 36Q: 3 clusters Score -340349.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -340360.093750 Penalty: 2854.553955
	Iteration 37Q: 3 clusters Score -340360.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -340371.125000 Penalty: 2854.553955
	Iteration 38Q: 3 clusters Score -340371.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -340383.031250 Penalty: 2854.553955
	Iteration 39Q: 3 clusters Score -340383 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -340394.593750 Penalty: 2854.553955
	Iteration 40F: 3 clusters Score -340394.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -340408.781250 Penalty: 2854.553955
	Iteration 41Q: 3 clusters Score -340408.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -340425.187500 Penalty: 2854.553955
	Iteration 42Q: 3 clusters Score -340425.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -340441.343750 Penalty: 2854.553955
	Iteration 43Q: 3 clusters Score -340441.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -340462.656250 Penalty: 2854.553955
	Iteration 44Q: 3 clusters Score -340462.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -340483.531250 Penalty: 2854.553955
	Iteration 45Q: 3 clusters Score -340483.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -340505.625000 Penalty: 2854.553955
	Iteration 46Q: 3 clusters Score -340505.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -340524.656250 Penalty: 2854.553955
	Iteration 47Q: 3 clusters Score -340524.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -340543.406250 Penalty: 2854.553955
	Iteration 48Q: 3 clusters Score -340543.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -340562.468750 Penalty: 2854.553955
	Iteration 49Q: 3 clusters Score -340562.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -340584.593750 Penalty: 2854.553955
	Iteration 50Q: 3 clusters Score -340584.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -340607.062500 Penalty: 2854.553955
	Iteration 51Q: 3 clusters Score -340607.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -340630.625000 Penalty: 2854.553955
	Iteration 52Q: 3 clusters Score -340630.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -340654.406250 Penalty: 2854.553955
	Iteration 53Q: 3 clusters Score -340654.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -340682.125000 Penalty: 2854.553955
	Iteration 54Q: 3 clusters Score -340682.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -340716.000000 Penalty: 2854.553955
	Iteration 55Q: 3 clusters Score -340716 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -340751.500000 Penalty: 2854.553955
	Iteration 56Q: 3 clusters Score -340751.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -340779.218750 Penalty: 2854.553955
	Iteration 57Q: 3 clusters Score -340779.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -340811.093750 Penalty: 2854.553955
	Iteration 58Q: 3 clusters Score -340811.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -340845.656250 Penalty: 2854.553955
	Iteration 59Q: 3 clusters Score -340845.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -340878.781250 Penalty: 2854.553955
	Iteration 60F: 3 clusters Score -340878.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -340907.781250 Penalty: 2854.553955
	Iteration 61Q: 3 clusters Score -340907.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -340930.843750 Penalty: 2854.553955
	Iteration 62Q: 3 clusters Score -340930.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -340951.937500 Penalty: 2854.553955
	Iteration 63Q: 3 clusters Score -340951.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -340977.625000 Penalty: 2854.553955
	Iteration 64Q: 3 clusters Score -340977.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -341005.000000 Penalty: 2854.553955
	Iteration 65Q: 3 clusters Score -341005 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -341037.218750 Penalty: 2854.553955
	Iteration 66Q: 3 clusters Score -341037.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -341072.250000 Penalty: 2854.553955
	Iteration 67Q: 3 clusters Score -341072.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -341108.750000 Penalty: 2854.553955
	Iteration 68Q: 3 clusters Score -341108.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -341146.500000 Penalty: 2854.553955
	Iteration 69Q: 3 clusters Score -341146.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -341182.531250 Penalty: 2854.553955
	Iteration 70Q: 3 clusters Score -341182.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -341211.593750 Penalty: 2854.553955
	Iteration 71Q: 3 clusters Score -341211.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -341235.125000 Penalty: 2854.553955
	Iteration 72Q: 3 clusters Score -341235.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -341255.625000 Penalty: 2854.553955
	Iteration 73Q: 3 clusters Score -341255.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -341270.500000 Penalty: 2854.553955
	Iteration 74Q: 3 clusters Score -341270.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -341285.187500 Penalty: 2854.553955
	Iteration 75Q: 3 clusters Score -341285.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -341298.375000 Penalty: 2854.553955
	Iteration 76Q: 3 clusters Score -341298.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -341307.093750 Penalty: 2854.553955
	Iteration 77Q: 3 clusters Score -341307.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -341314.500000 Penalty: 2854.553955
	Iteration 78Q: 3 clusters Score -341314.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -341321.343750 Penalty: 2854.553955
	Iteration 79Q: 3 clusters Score -341321.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -341323.875000 Penalty: 2854.553955
	Iteration 80F: 3 clusters Score -341323.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -341326.031250 Penalty: 2854.553955
	Iteration 81Q: 3 clusters Score -341326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -341330.062500 Penalty: 2854.553955
	Iteration 82Q: 3 clusters Score -341330.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -341331.562500 Penalty: 2854.553955
	Iteration 83Q: 3 clusters Score -341331.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -341333.562500 Penalty: 2854.553955
	Iteration 84Q: 3 clusters Score -341333.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -341336.281250 Penalty: 2854.553955
	Iteration 85Q: 3 clusters Score -341336.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -341337.718750 Penalty: 2854.553955
	Iteration 86Q: 3 clusters Score -341337.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -341341.250000 Penalty: 2854.553955
	Iteration 87Q: 3 clusters Score -341341.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -341342.156250 Penalty: 2854.553955
	Iteration 88Q: 3 clusters Score -341342.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -341342.156250 Penalty: 2854.553955
	Iteration 89F: 3 clusters Score -341342.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Entering Unmasked Estep 
Score: -254358.484375 Penalty: 1399.767944
	Iteration 0F: 2 clusters Score -254358.5 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 2788 members 
Entering Unmasked Estep 
Score: -250055.875000 Penalty: 2799.535889
	Iteration 0F: 3 clusters Score -250055.9 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -251540.828125 Penalty: 2799.535889
	Iteration 1F: 3 clusters Score -251540.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -252075.562500 Penalty: 2799.535889
	Iteration 2F: 3 clusters Score -252075.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -252805.234375 Penalty: 2799.535889
	Iteration 3F: 3 clusters Score -252805.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -253651.046875 Penalty: 2799.535889
	Iteration 4F: 3 clusters Score -253651 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -254418.906250 Penalty: 2799.535889
	Iteration 5F: 3 clusters Score -254418.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -254872.312500 Penalty: 2799.535889
	Iteration 6F: 3 clusters Score -254872.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -255061.859375 Penalty: 2799.535889
	Iteration 7Q: 3 clusters Score -255061.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -255134.406250 Penalty: 2799.535889
	Iteration 8Q: 3 clusters Score -255134.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -255164.609375 Penalty: 2799.535889
	Iteration 9Q: 3 clusters Score -255164.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -255182.625000 Penalty: 2799.535889
	Iteration 10Q: 3 clusters Score -255182.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -255191.687500 Penalty: 2799.535889
	Iteration 11Q: 3 clusters Score -255191.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -255198.468750 Penalty: 2799.535889
	Iteration 12Q: 3 clusters Score -255198.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -255205.015625 Penalty: 2799.535889
	Iteration 13Q: 3 clusters Score -255205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -255209.843750 Penalty: 2799.535889
	Iteration 14Q: 3 clusters Score -255209.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -255214.734375 Penalty: 2799.535889
	Iteration 15Q: 3 clusters Score -255214.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -255220.187500 Penalty: 2799.535889
	Iteration 16Q: 3 clusters Score -255220.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -255224.734375 Penalty: 2799.535889
	Iteration 17Q: 3 clusters Score -255224.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -255227.140625 Penalty: 2799.535889
	Iteration 18Q: 3 clusters Score -255227.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -255227.937500 Penalty: 2799.535889
	Iteration 19Q: 3 clusters Score -255227.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -255229.484375 Penalty: 2799.535889
	Iteration 20F: 3 clusters Score -255229.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -255230.656250 Penalty: 2799.535889
	Iteration 21Q: 3 clusters Score -255230.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -255230.656250 Penalty: 2799.535889
	Iteration 22Q: 3 clusters Score -255230.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -255230.953125 Penalty: 2799.535889
	Iteration 23Q: 3 clusters Score -255231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -255231.203125 Penalty: 2799.535889
	Iteration 24Q: 3 clusters Score -255231.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -255232.968750 Penalty: 2799.535889
	Iteration 25Q: 3 clusters Score -255233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -255233.703125 Penalty: 2799.535889
	Iteration 26Q: 3 clusters Score -255233.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -255235.562500 Penalty: 2799.535889
	Iteration 27Q: 3 clusters Score -255235.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -255235.281250 Penalty: 2799.535889
	Iteration 28Q: 3 clusters Score -255235.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -255236.406250 Penalty: 2799.535889
	Iteration 29Q: 3 clusters Score -255236.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -255236.921875 Penalty: 2799.535889
	Iteration 30Q: 3 clusters Score -255236.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -255238.890625 Penalty: 2799.535889
	Iteration 31Q: 3 clusters Score -255238.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -255238.375000 Penalty: 2799.535889
	Iteration 32Q: 3 clusters Score -255238.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -255239.281250 Penalty: 2799.535889
	Iteration 33Q: 3 clusters Score -255239.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -255239.281250 Penalty: 2799.535889
	Iteration 34F: 3 clusters Score -255239.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 89174 members 
Mstep: Class 3 contains 5058 members 
Mstep: Class 4 contains 6524 members 
Mstep: Class 5 contains 3180 members 
Mstep: Class 6 contains 17606 members 
Mstep: Class 7 contains 9560 members 
Mstep: Class 8 contains 62393 members 
Mstep: Class 9 contains 10874 members 
Mstep: Class 10 contains 100778 members 
Mstep: Class 11 contains 28336 members 
Mstep: Class 12 contains 3441 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 8572 members 
Mstep: Class 15 contains 9257 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 80063 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 8566 members 
Mstep: Class 20 contains 12358 members 
Mstep: Class 21 contains 200160 members 
Mstep: Class 22 contains 1701 members 
Mstep: Class 23 contains 21445 members 
Mstep: Class 24 contains 7874 members 
Mstep: Class 25 contains 2328 members 
Entering Unmasked Estep 
Score: -35929536.000000 Penalty: 54738.777344
Splitting cluster 5 changes total score from -35929580.000000 to -35929536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (17606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Entering Unmasked Estep 
Score: -914171.562500 Penalty: 1588.599243
	Iteration 0F: 2 clusters Score -914171.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -902010.187500 Penalty: 3177.198486
	Iteration 0F: 3 clusters Score -902010.2 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -906421.375000 Penalty: 3177.198486
	Iteration 1F: 3 clusters Score -906421.4 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -906767.562500 Penalty: 3177.198486
	Iteration 2F: 3 clusters Score -906767.6 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -907105.750000 Penalty: 3177.198486
	Iteration 3Q: 3 clusters Score -907105.8 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -907486.250000 Penalty: 3177.198486
	Iteration 4Q: 3 clusters Score -907486.2 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -907980.375000 Penalty: 3177.198486
	Iteration 5F: 3 clusters Score -907980.4 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -908582.125000 Penalty: 3177.198486
	Iteration 6F: 3 clusters Score -908582.1 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -909287.750000 Penalty: 3177.198486
	Iteration 7F: 3 clusters Score -909287.8 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -910048.437500 Penalty: 3177.198486
	Iteration 8F: 3 clusters Score -910048.4 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -910814.375000 Penalty: 3177.198486
	Iteration 9F: 3 clusters Score -910814.4 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -911518.937500 Penalty: 3177.198486
	Iteration 10Q: 3 clusters Score -911518.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -912032.250000 Penalty: 3177.198486
	Iteration 11Q: 3 clusters Score -912032.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -912387.875000 Penalty: 3177.198486
	Iteration 12Q: 3 clusters Score -912387.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -912563.000000 Penalty: 3177.198486
	Iteration 13Q: 3 clusters Score -912563 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -912661.625000 Penalty: 3177.198486
	Iteration 14Q: 3 clusters Score -912661.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -912737.500000 Penalty: 3177.198486
	Iteration 15Q: 3 clusters Score -912737.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -912798.625000 Penalty: 3177.198486
	Iteration 16Q: 3 clusters Score -912798.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -912837.375000 Penalty: 3177.198486
	Iteration 17Q: 3 clusters Score -912837.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -912871.562500 Penalty: 3177.198486
	Iteration 18Q: 3 clusters Score -912871.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -912905.375000 Penalty: 3177.198486
	Iteration 19Q: 3 clusters Score -912905.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -912938.687500 Penalty: 3177.198486
	Iteration 20F: 3 clusters Score -912938.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -912971.250000 Penalty: 3177.198486
	Iteration 21Q: 3 clusters Score -912971.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -912998.375000 Penalty: 3177.198486
	Iteration 22Q: 3 clusters Score -912998.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -913023.812500 Penalty: 3177.198486
	Iteration 23Q: 3 clusters Score -913023.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -913046.187500 Penalty: 3177.198486
	Iteration 24Q: 3 clusters Score -913046.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -913066.500000 Penalty: 3177.198486
	Iteration 25Q: 3 clusters Score -913066.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -913083.125000 Penalty: 3177.198486
	Iteration 26Q: 3 clusters Score -913083.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -913101.437500 Penalty: 3177.198486
	Iteration 27Q: 3 clusters Score -913101.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -913109.062500 Penalty: 3177.198486
	Iteration 28Q: 3 clusters Score -913109.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -913117.625000 Penalty: 3177.198486
	Iteration 29Q: 3 clusters Score -913117.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -913126.625000 Penalty: 3177.198486
	Iteration 30Q: 3 clusters Score -913126.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -913135.687500 Penalty: 3177.198486
	Iteration 31Q: 3 clusters Score -913135.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -913145.562500 Penalty: 3177.198486
	Iteration 32Q: 3 clusters Score -913145.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -913154.312500 Penalty: 3177.198486
	Iteration 33Q: 3 clusters Score -913154.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -913156.687500 Penalty: 3177.198486
	Iteration 34Q: 3 clusters Score -913156.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -913160.250000 Penalty: 3177.198486
	Iteration 35Q: 3 clusters Score -913160.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -913161.250000 Penalty: 3177.198486
	Iteration 36Q: 3 clusters Score -913161.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -913160.375000 Penalty: 3177.198486
	Iteration 37Q: 3 clusters Score -913160.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -913162.875000 Penalty: 3177.198486
	Iteration 38Q: 3 clusters Score -913162.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -913167.937500 Penalty: 3177.198486
	Iteration 39Q: 3 clusters Score -913167.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -913168.312500 Penalty: 3177.198486
	Iteration 40F: 3 clusters Score -913168.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -913169.812500 Penalty: 3177.198486
	Iteration 41Q: 3 clusters Score -913169.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -913172.125000 Penalty: 3177.198486
	Iteration 42Q: 3 clusters Score -913172.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -913181.187500 Penalty: 3177.198486
	Iteration 43Q: 3 clusters Score -913181.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -913182.812500 Penalty: 3177.198486
	Iteration 44Q: 3 clusters Score -913182.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -913188.437500 Penalty: 3177.198486
	Iteration 45Q: 3 clusters Score -913188.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -913193.437500 Penalty: 3177.198486
	Iteration 46Q: 3 clusters Score -913193.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -913197.750000 Penalty: 3177.198486
	Iteration 47Q: 3 clusters Score -913197.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -913203.375000 Penalty: 3177.198486
	Iteration 48Q: 3 clusters Score -913203.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -913205.937500 Penalty: 3177.198486
	Iteration 49Q: 3 clusters Score -913205.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -913211.562500 Penalty: 3177.198486
	Iteration 50Q: 3 clusters Score -913211.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -913216.000000 Penalty: 3177.198486
	Iteration 51Q: 3 clusters Score -913216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -913217.062500 Penalty: 3177.198486
	Iteration 52Q: 3 clusters Score -913217.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -913218.875000 Penalty: 3177.198486
	Iteration 53Q: 3 clusters Score -913218.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -913216.187500 Penalty: 3177.198486
	Iteration 54Q: 3 clusters Score -913216.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -913219.312500 Penalty: 3177.198486
	Iteration 55Q: 3 clusters Score -913219.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -913218.812500 Penalty: 3177.198486
	Iteration 56Q: 3 clusters Score -913218.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -913218.812500 Penalty: 3177.198486
	Iteration 57F: 3 clusters Score -913218.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Entering Unmasked Estep 
Score: -436164.718750 Penalty: 1489.368286
	Iteration 0F: 2 clusters Score -436164.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -429258.093750 Penalty: 2978.736572
	Iteration 0F: 3 clusters Score -429258.1 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -431477.562500 Penalty: 2978.736572
	Iteration 1F: 3 clusters Score -431477.6 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -431749.812500 Penalty: 2978.736572
	Iteration 2F: 3 clusters Score -431749.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -431931.468750 Penalty: 2978.736572
	Iteration 3F: 3 clusters Score -431931.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -432085.031250 Penalty: 2978.736572
	Iteration 4Q: 3 clusters Score -432085 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -432212.156250 Penalty: 2978.736572
	Iteration 5Q: 3 clusters Score -432212.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -432343.968750 Penalty: 2978.736572
	Iteration 6Q: 3 clusters Score -432344 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -432537.562500 Penalty: 2978.736572
	Iteration 7Q: 3 clusters Score -432537.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -432794.125000 Penalty: 2978.736572
	Iteration 8Q: 3 clusters Score -432794.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -433072.531250 Penalty: 2978.736572
	Iteration 9Q: 3 clusters Score -433072.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -433355.187500 Penalty: 2978.736572
	Iteration 10Q: 3 clusters Score -433355.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -433668.687500 Penalty: 2978.736572
	Iteration 11Q: 3 clusters Score -433668.7 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -434070.187500 Penalty: 2978.736572
	Iteration 12F: 3 clusters Score -434070.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -434515.093750 Penalty: 2978.736572
	Iteration 13F: 3 clusters Score -434515.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -434947.968750 Penalty: 2978.736572
	Iteration 14F: 3 clusters Score -434948 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -435335.531250 Penalty: 2978.736572
	Iteration 15Q: 3 clusters Score -435335.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -435671.093750 Penalty: 2978.736572
	Iteration 16Q: 3 clusters Score -435671.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -435914.687500 Penalty: 2978.736572
	Iteration 17Q: 3 clusters Score -435914.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -436058.875000 Penalty: 2978.736572
	Iteration 18Q: 3 clusters Score -436058.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -436191.312500 Penalty: 2978.736572
	Iteration 19Q: 3 clusters Score -436191.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -436271.687500 Penalty: 2978.736572
	Iteration 20F: 3 clusters Score -436271.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -436331.656250 Penalty: 2978.736572
	Iteration 21Q: 3 clusters Score -436331.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -436379.250000 Penalty: 2978.736572
	Iteration 22Q: 3 clusters Score -436379.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -436395.468750 Penalty: 2978.736572
	Iteration 23Q: 3 clusters Score -436395.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -436404.250000 Penalty: 2978.736572
	Iteration 24Q: 3 clusters Score -436404.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -436407.593750 Penalty: 2978.736572
	Iteration 25Q: 3 clusters Score -436407.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -436409.718750 Penalty: 2978.736572
	Iteration 26Q: 3 clusters Score -436409.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -436411.968750 Penalty: 2978.736572
	Iteration 27Q: 3 clusters Score -436412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -436415.187500 Penalty: 2978.736572
	Iteration 28Q: 3 clusters Score -436415.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -436415.468750 Penalty: 2978.736572
	Iteration 29Q: 3 clusters Score -436415.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -436416.625000 Penalty: 2978.736572
	Iteration 30Q: 3 clusters Score -436416.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -436418.218750 Penalty: 2978.736572
	Iteration 31Q: 3 clusters Score -436418.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -436419.281250 Penalty: 2978.736572
	Iteration 32Q: 3 clusters Score -436419.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -436420.906250 Penalty: 2978.736572
	Iteration 33Q: 3 clusters Score -436420.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -436422.937500 Penalty: 2978.736572
	Iteration 34Q: 3 clusters Score -436422.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -436423.968750 Penalty: 2978.736572
	Iteration 35Q: 3 clusters Score -436424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -436428.406250 Penalty: 2978.736572
	Iteration 36Q: 3 clusters Score -436428.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -436428.093750 Penalty: 2978.736572
	Iteration 37Q: 3 clusters Score -436428.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -436429.031250 Penalty: 2978.736572
	Iteration 38Q: 3 clusters Score -436429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -436429.562500 Penalty: 2978.736572
	Iteration 39Q: 3 clusters Score -436429.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -436429.562500 Penalty: 2978.736572
	Iteration 40F: 3 clusters Score -436429.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 89174 members 
Mstep: Class 3 contains 5058 members 
Mstep: Class 4 contains 6524 members 
Mstep: Class 5 contains 5508 members 
Mstep: Class 6 contains 17606 members 
Mstep: Class 7 contains 8834 members 
Mstep: Class 8 contains 62393 members 
Mstep: Class 9 contains 10874 members 
Mstep: Class 10 contains 100778 members 
Mstep: Class 11 contains 28336 members 
Mstep: Class 12 contains 3441 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 8572 members 
Mstep: Class 15 contains 9257 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 80063 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 8566 members 
Mstep: Class 20 contains 12358 members 
Mstep: Class 21 contains 200160 members 
Mstep: Class 22 contains 1701 members 
Mstep: Class 23 contains 21445 members 
Mstep: Class 24 contains 7874 members 
Mstep: Class 25 contains 726 members 
Entering Unmasked Estep 
Score: -35929116.000000 Penalty: 54738.777344
Splitting cluster 7 changes total score from -35929580.000000 to -35929116.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (62393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62393 members 
Entering Unmasked Estep 
Score: -3338050.250000 Penalty: 1794.196289
	Iteration 0F: 2 clusters Score -3338050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -3296310.750000 Penalty: 3588.392578
	Iteration 0F: 3 clusters Score -3296311 nChanged 29560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -3313119.000000 Penalty: 3588.392578
	Iteration 1F: 3 clusters Score -3313119 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -3313688.250000 Penalty: 3588.392578
	Iteration 2Q: 3 clusters Score -3313688 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -3314304.500000 Penalty: 3588.392578
	Iteration 3Q: 3 clusters Score -3314304 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -3315079.750000 Penalty: 3588.392578
	Iteration 4Q: 3 clusters Score -3315080 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -3316078.000000 Penalty: 3588.392578
	Iteration 5Q: 3 clusters Score -3316078 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -3317398.250000 Penalty: 3588.392578
	Iteration 6Q: 3 clusters Score -3317398 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -3319221.500000 Penalty: 3588.392578
	Iteration 7F: 3 clusters Score -3319222 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -3321422.000000 Penalty: 3588.392578
	Iteration 8F: 3 clusters Score -3321422 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -3323913.000000 Penalty: 3588.392578
	Iteration 9F: 3 clusters Score -3323913 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -3326233.750000 Penalty: 3588.392578
	Iteration 10Q: 3 clusters Score -3326234 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -3328099.000000 Penalty: 3588.392578
	Iteration 11Q: 3 clusters Score -3328099 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -3329315.000000 Penalty: 3588.392578
	Iteration 12Q: 3 clusters Score -3329315 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -3330169.250000 Penalty: 3588.392578
	Iteration 13Q: 3 clusters Score -3330169 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 54169 members 
Entering Unmasked Estep 
Score: -3330942.750000 Penalty: 3588.392578
	Iteration 14Q: 3 clusters Score -3330943 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 55490 members 
Entering Unmasked Estep 
Score: -3331690.500000 Penalty: 3588.392578
	Iteration 15Q: 3 clusters Score -3331690 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 56763 members 
Entering Unmasked Estep 
Score: -3332479.750000 Penalty: 3588.392578
	Iteration 16Q: 3 clusters Score -3332480 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 57918 members 
Entering Unmasked Estep 
Score: -3333235.250000 Penalty: 3588.392578
	Iteration 17Q: 3 clusters Score -3333235 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 58957 members 
Entering Unmasked Estep 
Score: -3333957.000000 Penalty: 3588.392578
	Iteration 18Q: 3 clusters Score -3333957 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 59835 members 
Entering Unmasked Estep 
Score: -3334596.500000 Penalty: 3588.392578
	Iteration 19Q: 3 clusters Score -3334596 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 60584 members 
Entering Unmasked Estep 
Score: -3335180.000000 Penalty: 3588.392578
	Iteration 20F: 3 clusters Score -3335180 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 61163 members 
Entering Unmasked Estep 
Score: -3335604.250000 Penalty: 3588.392578
	Iteration 21Q: 3 clusters Score -3335604 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 61574 members 
Entering Unmasked Estep 
Score: -3335921.750000 Penalty: 3588.392578
	Iteration 22Q: 3 clusters Score -3335922 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 61820 members 
Entering Unmasked Estep 
Score: -3336107.750000 Penalty: 3588.392578
	Iteration 23Q: 3 clusters Score -3336108 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 61963 members 
Entering Unmasked Estep 
Score: -3336232.000000 Penalty: 3588.392578
	Iteration 24Q: 3 clusters Score -3336232 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 62053 members 
Entering Unmasked Estep 
Score: -3336312.250000 Penalty: 3588.392578
	Iteration 25Q: 3 clusters Score -3336312 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 62107 members 
Entering Unmasked Estep 
Score: -3336372.500000 Penalty: 3588.392578
	Iteration 26Q: 3 clusters Score -3336372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 62131 members 
Entering Unmasked Estep 
Score: -3336413.000000 Penalty: 3588.392578
	Iteration 27Q: 3 clusters Score -3336413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 62146 members 
Entering Unmasked Estep 
Score: -3336441.750000 Penalty: 3588.392578
	Iteration 28Q: 3 clusters Score -3336442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 62150 members 
Entering Unmasked Estep 
Score: -3336457.250000 Penalty: 3588.392578
	Iteration 29Q: 3 clusters Score -3336457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 62152 members 
Entering Unmasked Estep 
Score: -3336458.250000 Penalty: 3588.392578
	Iteration 30Q: 3 clusters Score -3336458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 62154 members 
Entering Unmasked Estep 
Score: -3336458.250000 Penalty: 3588.392578
	Iteration 31Q: 3 clusters Score -3336458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 62155 members 
Entering Unmasked Estep 
Score: -3336459.000000 Penalty: 3588.392578
	Iteration 32Q: 3 clusters Score -3336459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 62156 members 
Entering Unmasked Estep 
Score: -3336458.750000 Penalty: 3588.392578
	Iteration 33Q: 3 clusters Score -3336459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 62156 members 
Entering Unmasked Estep 
Score: -3336458.750000 Penalty: 3588.392578
	Iteration 34F: 3 clusters Score -3336459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Entering Unmasked Estep 
Score: -567618.875000 Penalty: 1510.296143
	Iteration 0F: 2 clusters Score -567618.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -559871.687500 Penalty: 3020.592285
	Iteration 0F: 3 clusters Score -559871.7 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -562340.437500 Penalty: 3020.592285
	Iteration 1F: 3 clusters Score -562340.4 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -562623.437500 Penalty: 3020.592285
	Iteration 2F: 3 clusters Score -562623.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -562859.937500 Penalty: 3020.592285
	Iteration 3F: 3 clusters Score -562859.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -563090.437500 Penalty: 3020.592285
	Iteration 4Q: 3 clusters Score -563090.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -563328.625000 Penalty: 3020.592285
	Iteration 5Q: 3 clusters Score -563328.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -563596.750000 Penalty: 3020.592285
	Iteration 6Q: 3 clusters Score -563596.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -563961.937500 Penalty: 3020.592285
	Iteration 7Q: 3 clusters Score -563961.9 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -564525.062500 Penalty: 3020.592285
	Iteration 8F: 3 clusters Score -564525.1 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -565230.500000 Penalty: 3020.592285
	Iteration 9F: 3 clusters Score -565230.5 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -565893.875000 Penalty: 3020.592285
	Iteration 10F: 3 clusters Score -565893.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -566370.500000 Penalty: 3020.592285
	Iteration 11F: 3 clusters Score -566370.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -566672.812500 Penalty: 3020.592285
	Iteration 12Q: 3 clusters Score -566672.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -566868.875000 Penalty: 3020.592285
	Iteration 13Q: 3 clusters Score -566868.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -567020.562500 Penalty: 3020.592285
	Iteration 14Q: 3 clusters Score -567020.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -567173.625000 Penalty: 3020.592285
	Iteration 15Q: 3 clusters Score -567173.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -567384.875000 Penalty: 3020.592285
	Iteration 16Q: 3 clusters Score -567384.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -567624.375000 Penalty: 3020.592285
	Iteration 17Q: 3 clusters Score -567624.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -567950.375000 Penalty: 3020.592285
	Iteration 18Q: 3 clusters Score -567950.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -568253.000000 Penalty: 3020.592285
	Iteration 19Q: 3 clusters Score -568253 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -568453.875000 Penalty: 3020.592285
	Iteration 20F: 3 clusters Score -568453.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -568524.625000 Penalty: 3020.592285
	Iteration 21Q: 3 clusters Score -568524.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -568563.125000 Penalty: 3020.592285
	Iteration 22Q: 3 clusters Score -568563.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -568577.312500 Penalty: 3020.592285
	Iteration 23Q: 3 clusters Score -568577.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -568581.625000 Penalty: 3020.592285
	Iteration 24Q: 3 clusters Score -568581.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -568582.437500 Penalty: 3020.592285
	Iteration 25Q: 3 clusters Score -568582.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -568583.437500 Penalty: 3020.592285
	Iteration 26Q: 3 clusters Score -568583.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -568584.562500 Penalty: 3020.592285
	Iteration 27Q: 3 clusters Score -568584.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -568585.812500 Penalty: 3020.592285
	Iteration 28Q: 3 clusters Score -568585.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -568585.812500 Penalty: 3020.592285
	Iteration 29F: 3 clusters Score -568585.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 89174 members 
Mstep: Class 3 contains 5058 members 
Mstep: Class 4 contains 6524 members 
Mstep: Class 5 contains 5508 members 
Mstep: Class 6 contains 17606 members 
Mstep: Class 7 contains 9560 members 
Mstep: Class 8 contains 62393 members 
Mstep: Class 9 contains 7115 members 
Mstep: Class 10 contains 100778 members 
Mstep: Class 11 contains 28336 members 
Mstep: Class 12 contains 3441 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 8572 members 
Mstep: Class 15 contains 9257 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 80063 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 8566 members 
Mstep: Class 20 contains 12358 members 
Mstep: Class 21 contains 200160 members 
Mstep: Class 22 contains 1701 members 
Mstep: Class 23 contains 21445 members 
Mstep: Class 24 contains 7874 members 
Mstep: Class 25 contains 3759 members 
Entering Unmasked Estep 
Score: -35929788.000000 Penalty: 54738.777344
Splitting cluster 9 changes total score from -35929580.000000 to -35929788.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (100778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100778 members 
Entering Unmasked Estep 
Score: -5429107.500000 Penalty: 1872.109741
	Iteration 0F: 2 clusters Score -5429108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50308 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -5361558.500000 Penalty: 3744.219482
	Iteration 0F: 3 clusters Score -5361558 nChanged 48166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 51282 members 
Entering Unmasked Estep 
Score: -5389597.000000 Penalty: 3744.219482
	Iteration 1F: 3 clusters Score -5389597 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
Score: -5390557.000000 Penalty: 3744.219482
	Iteration 2Q: 3 clusters Score -5390557 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -5391694.000000 Penalty: 3744.219482
	Iteration 3Q: 3 clusters Score -5391694 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -5393132.500000 Penalty: 3744.219482
	Iteration 4Q: 3 clusters Score -5393132 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 55914 members 
Entering Unmasked Estep 
Score: -5395201.500000 Penalty: 3744.219482
	Iteration 5Q: 3 clusters Score -5395202 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 58446 members 
Entering Unmasked Estep 
Score: -5397996.000000 Penalty: 3744.219482
	Iteration 6Q: 3 clusters Score -5397996 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 61478 members 
Entering Unmasked Estep 
Score: -5401546.500000 Penalty: 3744.219482
	Iteration 7F: 3 clusters Score -5401546 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 64866 members 
Entering Unmasked Estep 
Score: -5406046.000000 Penalty: 3744.219482
	Iteration 8F: 3 clusters Score -5406046 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 68021 members 
Entering Unmasked Estep 
Score: -5410837.500000 Penalty: 3744.219482
	Iteration 9F: 3 clusters Score -5410838 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 70437 members 
Entering Unmasked Estep 
Score: -5414354.000000 Penalty: 3744.219482
	Iteration 10F: 3 clusters Score -5414354 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 72341 members 
Entering Unmasked Estep 
Score: -5416177.500000 Penalty: 3744.219482
	Iteration 11Q: 3 clusters Score -5416178 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 73968 members 
Entering Unmasked Estep 
Score: -5417164.500000 Penalty: 3744.219482
	Iteration 12Q: 3 clusters Score -5417164 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 75565 members 
Entering Unmasked Estep 
Score: -5417850.500000 Penalty: 3744.219482
	Iteration 13Q: 3 clusters Score -5417850 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 77244 members 
Entering Unmasked Estep 
Score: -5418645.500000 Penalty: 3744.219482
	Iteration 14Q: 3 clusters Score -5418646 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 78881 members 
Entering Unmasked Estep 
Score: -5419392.000000 Penalty: 3744.219482
	Iteration 15Q: 3 clusters Score -5419392 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 80479 members 
Entering Unmasked Estep 
Score: -5420073.500000 Penalty: 3744.219482
	Iteration 16Q: 3 clusters Score -5420074 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 82019 members 
Entering Unmasked Estep 
Score: -5420756.000000 Penalty: 3744.219482
	Iteration 17Q: 3 clusters Score -5420756 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 83535 members 
Entering Unmasked Estep 
Score: -5421458.500000 Penalty: 3744.219482
	Iteration 18Q: 3 clusters Score -5421458 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 84940 members 
Entering Unmasked Estep 
Score: -5422101.000000 Penalty: 3744.219482
	Iteration 19Q: 3 clusters Score -5422101 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 86237 members 
Entering Unmasked Estep 
Score: -5422721.000000 Penalty: 3744.219482
	Iteration 20F: 3 clusters Score -5422721 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 87392 members 
Entering Unmasked Estep 
Score: -5423236.500000 Penalty: 3744.219482
	Iteration 21Q: 3 clusters Score -5423236 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 88441 members 
Entering Unmasked Estep 
Score: -5423654.500000 Penalty: 3744.219482
	Iteration 22Q: 3 clusters Score -5423654 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 89403 members 
Entering Unmasked Estep 
Score: -5424073.000000 Penalty: 3744.219482
	Iteration 23Q: 3 clusters Score -5424073 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 90254 members 
Entering Unmasked Estep 
Score: -5424374.500000 Penalty: 3744.219482
	Iteration 24Q: 3 clusters Score -5424374 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 91079 members 
Entering Unmasked Estep 
Score: -5424656.500000 Penalty: 3744.219482
	Iteration 25Q: 3 clusters Score -5424656 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 91876 members 
Entering Unmasked Estep 
Score: -5425009.500000 Penalty: 3744.219482
	Iteration 26Q: 3 clusters Score -5425010 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 92638 members 
Entering Unmasked Estep 
Score: -5425300.500000 Penalty: 3744.219482
	Iteration 27Q: 3 clusters Score -5425300 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 93293 members 
Entering Unmasked Estep 
Score: -5425553.500000 Penalty: 3744.219482
	Iteration 28Q: 3 clusters Score -5425554 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 93878 members 
Entering Unmasked Estep 
Score: -5425738.000000 Penalty: 3744.219482
	Iteration 29Q: 3 clusters Score -5425738 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 94396 members 
Entering Unmasked Estep 
Score: -5425941.500000 Penalty: 3744.219482
	Iteration 30Q: 3 clusters Score -5425942 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 94879 members 
Entering Unmasked Estep 
Score: -5426097.000000 Penalty: 3744.219482
	Iteration 31Q: 3 clusters Score -5426097 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 95321 members 
Entering Unmasked Estep 
Score: -5426242.000000 Penalty: 3744.219482
	Iteration 32Q: 3 clusters Score -5426242 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 95733 members 
Entering Unmasked Estep 
Score: -5426387.500000 Penalty: 3744.219482
	Iteration 33Q: 3 clusters Score -5426388 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 96097 members 
Entering Unmasked Estep 
Score: -5426487.000000 Penalty: 3744.219482
	Iteration 34Q: 3 clusters Score -5426487 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 96433 members 
Entering Unmasked Estep 
Score: -5426596.000000 Penalty: 3744.219482
	Iteration 35Q: 3 clusters Score -5426596 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 96740 members 
Entering Unmasked Estep 
Score: -5426721.500000 Penalty: 3744.219482
	Iteration 36Q: 3 clusters Score -5426722 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 97033 members 
Entering Unmasked Estep 
Score: -5426816.000000 Penalty: 3744.219482
	Iteration 37Q: 3 clusters Score -5426816 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 97290 members 
Entering Unmasked Estep 
Score: -5426904.500000 Penalty: 3744.219482
	Iteration 38Q: 3 clusters Score -5426904 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 97512 members 
Entering Unmasked Estep 
Score: -5426948.000000 Penalty: 3744.219482
	Iteration 39Q: 3 clusters Score -5426948 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 97719 members 
Entering Unmasked Estep 
Score: -5427002.000000 Penalty: 3744.219482
	Iteration 40F: 3 clusters Score -5427002 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 97883 members 
Entering Unmasked Estep 
Score: -5427049.000000 Penalty: 3744.219482
	Iteration 41Q: 3 clusters Score -5427049 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 98042 members 
Entering Unmasked Estep 
Score: -5427083.500000 Penalty: 3744.219482
	Iteration 42Q: 3 clusters Score -5427084 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 98210 members 
Entering Unmasked Estep 
Score: -5427141.500000 Penalty: 3744.219482
	Iteration 43Q: 3 clusters Score -5427142 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 98352 members 
Entering Unmasked Estep 
Score: -5427172.500000 Penalty: 3744.219482
	Iteration 44Q: 3 clusters Score -5427172 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 98478 members 
Entering Unmasked Estep 
Score: -5427215.500000 Penalty: 3744.219482
	Iteration 45Q: 3 clusters Score -5427216 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 98580 members 
Entering Unmasked Estep 
Score: -5427256.500000 Penalty: 3744.219482
	Iteration 46Q: 3 clusters Score -5427256 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 98671 members 
Entering Unmasked Estep 
Score: -5427259.000000 Penalty: 3744.219482
	Iteration 47Q: 3 clusters Score -5427259 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 98762 members 
Entering Unmasked Estep 
Score: -5427286.000000 Penalty: 3744.219482
	Iteration 48Q: 3 clusters Score -5427286 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 98828 members 
Entering Unmasked Estep 
Score: -5427312.500000 Penalty: 3744.219482
	Iteration 49Q: 3 clusters Score -5427312 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 98895 members 
Entering Unmasked Estep 
Score: -5427313.500000 Penalty: 3744.219482
	Iteration 50Q: 3 clusters Score -5427314 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 98950 members 
Entering Unmasked Estep 
Score: -5427334.000000 Penalty: 3744.219482
	Iteration 51Q: 3 clusters Score -5427334 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 98993 members 
Entering Unmasked Estep 
Score: -5427337.500000 Penalty: 3744.219482
	Iteration 52Q: 3 clusters Score -5427338 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 99050 members 
Entering Unmasked Estep 
Score: -5427353.500000 Penalty: 3744.219482
	Iteration 53Q: 3 clusters Score -5427354 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 99097 members 
Entering Unmasked Estep 
Score: -5427366.000000 Penalty: 3744.219482
	Iteration 54Q: 3 clusters Score -5427366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 99127 members 
Entering Unmasked Estep 
Score: -5427374.500000 Penalty: 3744.219482
	Iteration 55Q: 3 clusters Score -5427374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 99162 members 
Entering Unmasked Estep 
Score: -5427368.000000 Penalty: 3744.219482
	Iteration 56Q: 3 clusters Score -5427368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 99192 members 
Entering Unmasked Estep 
Score: -5427388.000000 Penalty: 3744.219482
	Iteration 57Q: 3 clusters Score -5427388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 99222 members 
Entering Unmasked Estep 
Score: -5427410.500000 Penalty: 3744.219482
	Iteration 58Q: 3 clusters Score -5427410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 99247 members 
Entering Unmasked Estep 
Score: -5427413.000000 Penalty: 3744.219482
	Iteration 59Q: 3 clusters Score -5427413 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 99271 members 
Entering Unmasked Estep 
Score: -5427420.000000 Penalty: 3744.219482
	Iteration 60F: 3 clusters Score -5427420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 99294 members 
Entering Unmasked Estep 
Score: -5427438.500000 Penalty: 3744.219482
	Iteration 61Q: 3 clusters Score -5427438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 99316 members 
Entering Unmasked Estep 
Score: -5427442.500000 Penalty: 3744.219482
	Iteration 62Q: 3 clusters Score -5427442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 99338 members 
Entering Unmasked Estep 
Score: -5427452.500000 Penalty: 3744.219482
	Iteration 63Q: 3 clusters Score -5427452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 99360 members 
Entering Unmasked Estep 
Score: -5427448.000000 Penalty: 3744.219482
	Iteration 64Q: 3 clusters Score -5427448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 99388 members 
Entering Unmasked Estep 
Score: -5427453.500000 Penalty: 3744.219482
	Iteration 65Q: 3 clusters Score -5427454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 99412 members 
Entering Unmasked Estep 
Score: -5427460.500000 Penalty: 3744.219482
	Iteration 66Q: 3 clusters Score -5427460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 99447 members 
Entering Unmasked Estep 
Score: -5427468.500000 Penalty: 3744.219482
	Iteration 67Q: 3 clusters Score -5427468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 99470 members 
Entering Unmasked Estep 
Score: -5427470.000000 Penalty: 3744.219482
	Iteration 68Q: 3 clusters Score -5427470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 99492 members 
Entering Unmasked Estep 
Score: -5427466.500000 Penalty: 3744.219482
	Iteration 69Q: 3 clusters Score -5427466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 99502 members 
Entering Unmasked Estep 
Score: -5427478.000000 Penalty: 3744.219482
	Iteration 70Q: 3 clusters Score -5427478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 99512 members 
Entering Unmasked Estep 
Score: -5427467.000000 Penalty: 3744.219482
	Iteration 71Q: 3 clusters Score -5427467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 99528 members 
Entering Unmasked Estep 
Score: -5427472.500000 Penalty: 3744.219482
	Iteration 72Q: 3 clusters Score -5427472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 99535 members 
Entering Unmasked Estep 
Score: -5427475.500000 Penalty: 3744.219482
	Iteration 73Q: 3 clusters Score -5427476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 99544 members 
Entering Unmasked Estep 
Score: -5427465.000000 Penalty: 3744.219482
	Iteration 74Q: 3 clusters Score -5427465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 99553 members 
Entering Unmasked Estep 
Score: -5427463.000000 Penalty: 3744.219482
	Iteration 75Q: 3 clusters Score -5427463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 99560 members 
Entering Unmasked Estep 
Score: -5427465.500000 Penalty: 3744.219482
	Iteration 76Q: 3 clusters Score -5427466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 99568 members 
Entering Unmasked Estep 
Score: -5427478.000000 Penalty: 3744.219482
	Iteration 77Q: 3 clusters Score -5427478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 99581 members 
Entering Unmasked Estep 
Score: -5427477.000000 Penalty: 3744.219482
	Iteration 78Q: 3 clusters Score -5427477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 99591 members 
Entering Unmasked Estep 
Score: -5427479.000000 Penalty: 3744.219482
	Iteration 79Q: 3 clusters Score -5427479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 99605 members 
Entering Unmasked Estep 
Score: -5427485.000000 Penalty: 3744.219482
	Iteration 80F: 3 clusters Score -5427485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 99620 members 
Entering Unmasked Estep 
Score: -5427497.500000 Penalty: 3744.219482
	Iteration 81Q: 3 clusters Score -5427498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 99633 members 
Entering Unmasked Estep 
Score: -5427500.500000 Penalty: 3744.219482
	Iteration 82Q: 3 clusters Score -5427500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 99655 members 
Entering Unmasked Estep 
Score: -5427504.500000 Penalty: 3744.219482
	Iteration 83Q: 3 clusters Score -5427504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 99672 members 
Entering Unmasked Estep 
Score: -5427505.000000 Penalty: 3744.219482
	Iteration 84Q: 3 clusters Score -5427505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 99690 members 
Entering Unmasked Estep 
Score: -5427515.000000 Penalty: 3744.219482
	Iteration 85Q: 3 clusters Score -5427515 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 99707 members 
Entering Unmasked Estep 
Score: -5427526.500000 Penalty: 3744.219482
	Iteration 86Q: 3 clusters Score -5427526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 99716 members 
Entering Unmasked Estep 
Score: -5427529.000000 Penalty: 3744.219482
	Iteration 87Q: 3 clusters Score -5427529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 99727 members 
Entering Unmasked Estep 
Score: -5427531.500000 Penalty: 3744.219482
	Iteration 88Q: 3 clusters Score -5427532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 99740 members 
Entering Unmasked Estep 
Score: -5427538.000000 Penalty: 3744.219482
	Iteration 89Q: 3 clusters Score -5427538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 99742 members 
Entering Unmasked Estep 
Score: -5427538.500000 Penalty: 3744.219482
	Iteration 90Q: 3 clusters Score -5427538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 99748 members 
Entering Unmasked Estep 
Score: -5427540.500000 Penalty: 3744.219482
	Iteration 91Q: 3 clusters Score -5427540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 99752 members 
Entering Unmasked Estep 
Score: -5427540.500000 Penalty: 3744.219482
	Iteration 92Q: 3 clusters Score -5427540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 99754 members 
Entering Unmasked Estep 
Score: -5427538.500000 Penalty: 3744.219482
	Iteration 93Q: 3 clusters Score -5427538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 99755 members 
Entering Unmasked Estep 
Score: -5427534.500000 Penalty: 3744.219482
	Iteration 94Q: 3 clusters Score -5427534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 99757 members 
Entering Unmasked Estep 
Score: -5427535.000000 Penalty: 3744.219482
	Iteration 95Q: 3 clusters Score -5427535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 99757 members 
Entering Unmasked Estep 
Score: -5427537.000000 Penalty: 3744.219482
	Iteration 96Q: 3 clusters Score -5427537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 99758 members 
Entering Unmasked Estep 
Score: -5427537.500000 Penalty: 3744.219482
	Iteration 97Q: 3 clusters Score -5427538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 99760 members 
Entering Unmasked Estep 
Score: -5427540.500000 Penalty: 3744.219482
	Iteration 98Q: 3 clusters Score -5427540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 99762 members 
Entering Unmasked Estep 
Score: -5427544.000000 Penalty: 3744.219482
	Iteration 99Q: 3 clusters Score -5427544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 99766 members 
Entering Unmasked Estep 
Score: -5427546.500000 Penalty: 3744.219482
	Iteration 100F: 3 clusters Score -5427546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 99769 members 
Entering Unmasked Estep 
Score: -5427549.500000 Penalty: 3744.219482
	Iteration 101Q: 3 clusters Score -5427550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 99775 members 
Entering Unmasked Estep 
Score: -5427550.000000 Penalty: 3744.219482
	Iteration 102Q: 3 clusters Score -5427550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 99781 members 
Entering Unmasked Estep 
Score: -5427550.500000 Penalty: 3744.219482
	Iteration 103Q: 3 clusters Score -5427550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 99785 members 
Entering Unmasked Estep 
Score: -5427555.000000 Penalty: 3744.219482
	Iteration 104Q: 3 clusters Score -5427555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 99794 members 
Entering Unmasked Estep 
Score: -5427558.500000 Penalty: 3744.219482
	Iteration 105Q: 3 clusters Score -5427558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 99801 members 
Entering Unmasked Estep 
Score: -5427559.500000 Penalty: 3744.219482
	Iteration 106Q: 3 clusters Score -5427560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 99807 members 
Entering Unmasked Estep 
Score: -5427564.000000 Penalty: 3744.219482
	Iteration 107Q: 3 clusters Score -5427564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 99816 members 
Entering Unmasked Estep 
Score: -5427558.500000 Penalty: 3744.219482
	Iteration 108Q: 3 clusters Score -5427558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 99822 members 
Entering Unmasked Estep 
Score: -5427568.000000 Penalty: 3744.219482
	Iteration 109Q: 3 clusters Score -5427568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 99823 members 
Entering Unmasked Estep 
Score: -5427563.500000 Penalty: 3744.219482
	Iteration 110Q: 3 clusters Score -5427564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 99825 members 
Entering Unmasked Estep 
Score: -5427566.000000 Penalty: 3744.219482
	Iteration 111Q: 3 clusters Score -5427566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 99829 members 
Entering Unmasked Estep 
Score: -5427564.000000 Penalty: 3744.219482
	Iteration 112Q: 3 clusters Score -5427564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 99832 members 
Entering Unmasked Estep 
Score: -5427569.000000 Penalty: 3744.219482
	Iteration 113Q: 3 clusters Score -5427569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 99832 members 
Entering Unmasked Estep 
Score: -5427576.000000 Penalty: 3744.219482
	Iteration 114Q: 3 clusters Score -5427576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 99834 members 
Entering Unmasked Estep 
Score: -5427577.500000 Penalty: 3744.219482
	Iteration 115Q: 3 clusters Score -5427578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 99835 members 
Entering Unmasked Estep 
Score: -5427577.500000 Penalty: 3744.219482
	Iteration 116Q: 3 clusters Score -5427578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 99838 members 
Entering Unmasked Estep 
Score: -5427577.500000 Penalty: 3744.219482
	Iteration 117Q: 3 clusters Score -5427578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 99838 members 
Entering Unmasked Estep 
Score: -5427577.500000 Penalty: 3744.219482
	Iteration 118F: 3 clusters Score -5427578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Entering Unmasked Estep 
Score: -1478576.500000 Penalty: 1665.931885
	Iteration 0F: 2 clusters Score -1478576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1459471.250000 Penalty: 3331.863770
	Iteration 0F: 3 clusters Score -1459471 nChanged 13071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1466602.750000 Penalty: 3331.863770
	Iteration 1F: 3 clusters Score -1466603 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1467037.125000 Penalty: 3331.863770
	Iteration 2Q: 3 clusters Score -1467037 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -1467391.875000 Penalty: 3331.863770
	Iteration 3Q: 3 clusters Score -1467392 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1467716.875000 Penalty: 3331.863770
	Iteration 4Q: 3 clusters Score -1467717 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1468029.750000 Penalty: 3331.863770
	Iteration 5Q: 3 clusters Score -1468030 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -1468342.375000 Penalty: 3331.863770
	Iteration 6Q: 3 clusters Score -1468342 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -1468649.500000 Penalty: 3331.863770
	Iteration 7Q: 3 clusters Score -1468650 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -1469051.250000 Penalty: 3331.863770
	Iteration 8Q: 3 clusters Score -1469051 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -1469681.125000 Penalty: 3331.863770
	Iteration 9Q: 3 clusters Score -1469681 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -1470525.625000 Penalty: 3331.863770
	Iteration 10F: 3 clusters Score -1470526 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -1471674.750000 Penalty: 3331.863770
	Iteration 11F: 3 clusters Score -1471675 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -1473084.500000 Penalty: 3331.863770
	Iteration 12F: 3 clusters Score -1473084 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -1474595.000000 Penalty: 3331.863770
	Iteration 13F: 3 clusters Score -1474595 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -1475787.750000 Penalty: 3331.863770
	Iteration 14Q: 3 clusters Score -1475788 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -1476418.625000 Penalty: 3331.863770
	Iteration 15Q: 3 clusters Score -1476419 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -1476748.375000 Penalty: 3331.863770
	Iteration 16Q: 3 clusters Score -1476748 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -1476917.750000 Penalty: 3331.863770
	Iteration 17Q: 3 clusters Score -1476918 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -1477009.625000 Penalty: 3331.863770
	Iteration 18Q: 3 clusters Score -1477010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -1477069.375000 Penalty: 3331.863770
	Iteration 19Q: 3 clusters Score -1477069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -1477113.500000 Penalty: 3331.863770
	Iteration 20F: 3 clusters Score -1477114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -1477133.750000 Penalty: 3331.863770
	Iteration 21Q: 3 clusters Score -1477134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -1477144.125000 Penalty: 3331.863770
	Iteration 22Q: 3 clusters Score -1477144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -1477152.625000 Penalty: 3331.863770
	Iteration 23Q: 3 clusters Score -1477153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -1477157.000000 Penalty: 3331.863770
	Iteration 24Q: 3 clusters Score -1477157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -1477161.000000 Penalty: 3331.863770
	Iteration 25Q: 3 clusters Score -1477161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -1477160.875000 Penalty: 3331.863770
	Iteration 26Q: 3 clusters Score -1477161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -1477161.250000 Penalty: 3331.863770
	Iteration 27Q: 3 clusters Score -1477161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -1477165.625000 Penalty: 3331.863770
	Iteration 28Q: 3 clusters Score -1477166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -1477165.625000 Penalty: 3331.863770
	Iteration 29F: 3 clusters Score -1477166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Entering Unmasked Estep 
Score: -129449.343750 Penalty: 1323.321533
	Iteration 0F: 2 clusters Score -129449.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -126520.937500 Penalty: 2646.643066
	Iteration 0F: 3 clusters Score -126520.9 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -127436.085938 Penalty: 2646.643066
	Iteration 1F: 3 clusters Score -127436.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -127697.671875 Penalty: 2646.643066
	Iteration 2F: 3 clusters Score -127697.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -127900.195312 Penalty: 2646.643066
	Iteration 3F: 3 clusters Score -127900.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -128077.296875 Penalty: 2646.643066
	Iteration 4F: 3 clusters Score -128077.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -128236.734375 Penalty: 2646.643066
	Iteration 5F: 3 clusters Score -128236.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -128362.304688 Penalty: 2646.643066
	Iteration 6Q: 3 clusters Score -128362.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -128476.015625 Penalty: 2646.643066
	Iteration 7Q: 3 clusters Score -128476 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -128554.492188 Penalty: 2646.643066
	Iteration 8Q: 3 clusters Score -128554.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -128627.273438 Penalty: 2646.643066
	Iteration 9Q: 3 clusters Score -128627.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -128701.390625 Penalty: 2646.643066
	Iteration 10Q: 3 clusters Score -128701.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -128762.414062 Penalty: 2646.643066
	Iteration 11Q: 3 clusters Score -128762.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -128791.828125 Penalty: 2646.643066
	Iteration 12Q: 3 clusters Score -128791.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -128812.132812 Penalty: 2646.643066
	Iteration 13Q: 3 clusters Score -128812.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -128830.968750 Penalty: 2646.643066
	Iteration 14Q: 3 clusters Score -128831 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -128854.500000 Penalty: 2646.643066
	Iteration 15Q: 3 clusters Score -128854.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -128868.070312 Penalty: 2646.643066
	Iteration 16Q: 3 clusters Score -128868.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -128876.218750 Penalty: 2646.643066
	Iteration 17Q: 3 clusters Score -128876.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -128882.328125 Penalty: 2646.643066
	Iteration 18Q: 3 clusters Score -128882.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -128887.164062 Penalty: 2646.643066
	Iteration 19Q: 3 clusters Score -128887.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -128892.820312 Penalty: 2646.643066
	Iteration 20F: 3 clusters Score -128892.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -128899.421875 Penalty: 2646.643066
	Iteration 21Q: 3 clusters Score -128899.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -128903.125000 Penalty: 2646.643066
	Iteration 22Q: 3 clusters Score -128903.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -128904.335938 Penalty: 2646.643066
	Iteration 23Q: 3 clusters Score -128904.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -128908.031250 Penalty: 2646.643066
	Iteration 24Q: 3 clusters Score -128908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -128912.078125 Penalty: 2646.643066
	Iteration 25Q: 3 clusters Score -128912.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -128919.570312 Penalty: 2646.643066
	Iteration 26Q: 3 clusters Score -128919.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -128922.281250 Penalty: 2646.643066
	Iteration 27Q: 3 clusters Score -128922.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -128922.859375 Penalty: 2646.643066
	Iteration 28Q: 3 clusters Score -128922.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -128923.929688 Penalty: 2646.643066
	Iteration 29Q: 3 clusters Score -128923.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -128924.820312 Penalty: 2646.643066
	Iteration 30Q: 3 clusters Score -128924.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -128927.890625 Penalty: 2646.643066
	Iteration 31Q: 3 clusters Score -128927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -128928.562500 Penalty: 2646.643066
	Iteration 32Q: 3 clusters Score -128928.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -128928.562500 Penalty: 2646.643066
	Iteration 33F: 3 clusters Score -128928.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Entering Unmasked Estep 
Score: -353084.562500 Penalty: 1438.069214
	Iteration 0F: 2 clusters Score -353084.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -347848.125000 Penalty: 2876.138428
	Iteration 0F: 3 clusters Score -347848.1 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -349491.156250 Penalty: 2876.138428
	Iteration 1F: 3 clusters Score -349491.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -349760.531250 Penalty: 2876.138428
	Iteration 2F: 3 clusters Score -349760.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -349985.093750 Penalty: 2876.138428
	Iteration 3F: 3 clusters Score -349985.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -350186.281250 Penalty: 2876.138428
	Iteration 4Q: 3 clusters Score -350186.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -350369.281250 Penalty: 2876.138428
	Iteration 5Q: 3 clusters Score -350369.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -350530.250000 Penalty: 2876.138428
	Iteration 6Q: 3 clusters Score -350530.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -350688.125000 Penalty: 2876.138428
	Iteration 7Q: 3 clusters Score -350688.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -350814.906250 Penalty: 2876.138428
	Iteration 8Q: 3 clusters Score -350814.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -350929.562500 Penalty: 2876.138428
	Iteration 9Q: 3 clusters Score -350929.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -351038.343750 Penalty: 2876.138428
	Iteration 10Q: 3 clusters Score -351038.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -351142.625000 Penalty: 2876.138428
	Iteration 11Q: 3 clusters Score -351142.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -351216.343750 Penalty: 2876.138428
	Iteration 12Q: 3 clusters Score -351216.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -351286.625000 Penalty: 2876.138428
	Iteration 13Q: 3 clusters Score -351286.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -351364.968750 Penalty: 2876.138428
	Iteration 14Q: 3 clusters Score -351365 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -351455.906250 Penalty: 2876.138428
	Iteration 15Q: 3 clusters Score -351455.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -351538.656250 Penalty: 2876.138428
	Iteration 16Q: 3 clusters Score -351538.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -351604.031250 Penalty: 2876.138428
	Iteration 17Q: 3 clusters Score -351604 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -351657.343750 Penalty: 2876.138428
	Iteration 18Q: 3 clusters Score -351657.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -351698.093750 Penalty: 2876.138428
	Iteration 19Q: 3 clusters Score -351698.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -351727.343750 Penalty: 2876.138428
	Iteration 20F: 3 clusters Score -351727.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -351749.562500 Penalty: 2876.138428
	Iteration 21Q: 3 clusters Score -351749.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -351765.093750 Penalty: 2876.138428
	Iteration 22Q: 3 clusters Score -351765.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -351777.812500 Penalty: 2876.138428
	Iteration 23Q: 3 clusters Score -351777.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -351789.437500 Penalty: 2876.138428
	Iteration 24Q: 3 clusters Score -351789.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -351795.750000 Penalty: 2876.138428
	Iteration 25Q: 3 clusters Score -351795.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -351801.843750 Penalty: 2876.138428
	Iteration 26Q: 3 clusters Score -351801.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -351809.531250 Penalty: 2876.138428
	Iteration 27Q: 3 clusters Score -351809.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -351818.218750 Penalty: 2876.138428
	Iteration 28Q: 3 clusters Score -351818.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -351824.250000 Penalty: 2876.138428
	Iteration 29Q: 3 clusters Score -351824.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -351827.031250 Penalty: 2876.138428
	Iteration 30Q: 3 clusters Score -351827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -351831.031250 Penalty: 2876.138428
	Iteration 31Q: 3 clusters Score -351831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -351838.093750 Penalty: 2876.138428
	Iteration 32Q: 3 clusters Score -351838.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -351844.125000 Penalty: 2876.138428
	Iteration 33Q: 3 clusters Score -351844.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -351847.031250 Penalty: 2876.138428
	Iteration 34Q: 3 clusters Score -351847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -351850.468750 Penalty: 2876.138428
	Iteration 35Q: 3 clusters Score -351850.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -351854.656250 Penalty: 2876.138428
	Iteration 36Q: 3 clusters Score -351854.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -351858.000000 Penalty: 2876.138428
	Iteration 37Q: 3 clusters Score -351858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -351859.562500 Penalty: 2876.138428
	Iteration 38Q: 3 clusters Score -351859.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -351862.468750 Penalty: 2876.138428
	Iteration 39Q: 3 clusters Score -351862.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -351863.531250 Penalty: 2876.138428
	Iteration 40F: 3 clusters Score -351863.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -351865.562500 Penalty: 2876.138428
	Iteration 41Q: 3 clusters Score -351865.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -351864.937500 Penalty: 2876.138428
	Iteration 42Q: 3 clusters Score -351864.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -351865.906250 Penalty: 2876.138428
	Iteration 43Q: 3 clusters Score -351865.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -351868.593750 Penalty: 2876.138428
	Iteration 44Q: 3 clusters Score -351868.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -351872.468750 Penalty: 2876.138428
	Iteration 45Q: 3 clusters Score -351872.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -351874.781250 Penalty: 2876.138428
	Iteration 46Q: 3 clusters Score -351874.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -351877.000000 Penalty: 2876.138428
	Iteration 47Q: 3 clusters Score -351877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -351879.062500 Penalty: 2876.138428
	Iteration 48Q: 3 clusters Score -351879.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -351882.250000 Penalty: 2876.138428
	Iteration 49Q: 3 clusters Score -351882.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -351883.000000 Penalty: 2876.138428
	Iteration 50Q: 3 clusters Score -351883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -351886.187500 Penalty: 2876.138428
	Iteration 51Q: 3 clusters Score -351886.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -351886.968750 Penalty: 2876.138428
	Iteration 52Q: 3 clusters Score -351887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -351888.625000 Penalty: 2876.138428
	Iteration 53Q: 3 clusters Score -351888.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -351889.468750 Penalty: 2876.138428
	Iteration 54Q: 3 clusters Score -351889.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -351891.031250 Penalty: 2876.138428
	Iteration 55Q: 3 clusters Score -351891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -351893.062500 Penalty: 2876.138428
	Iteration 56Q: 3 clusters Score -351893.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -351893.968750 Penalty: 2876.138428
	Iteration 57Q: 3 clusters Score -351894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -351894.343750 Penalty: 2876.138428
	Iteration 58Q: 3 clusters Score -351894.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -351896.906250 Penalty: 2876.138428
	Iteration 59Q: 3 clusters Score -351896.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -351896.593750 Penalty: 2876.138428
	Iteration 60F: 3 clusters Score -351896.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -351896.968750 Penalty: 2876.138428
	Iteration 61Q: 3 clusters Score -351897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -351897.250000 Penalty: 2876.138428
	Iteration 62Q: 3 clusters Score -351897.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -351897.625000 Penalty: 2876.138428
	Iteration 63Q: 3 clusters Score -351897.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -351897.625000 Penalty: 2876.138428
	Iteration 64F: 3 clusters Score -351897.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Entering Unmasked Estep 
Score: -428461.343750 Penalty: 1471.641602
	Iteration 0F: 2 clusters Score -428461.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -422165.000000 Penalty: 2943.283203
	Iteration 0F: 3 clusters Score -422165 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -424054.000000 Penalty: 2943.283203
	Iteration 1F: 3 clusters Score -424054 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -424319.312500 Penalty: 2943.283203
	Iteration 2F: 3 clusters Score -424319.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -424542.437500 Penalty: 2943.283203
	Iteration 3F: 3 clusters Score -424542.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -424781.125000 Penalty: 2943.283203
	Iteration 4Q: 3 clusters Score -424781.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -425014.062500 Penalty: 2943.283203
	Iteration 5Q: 3 clusters Score -425014.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -425215.437500 Penalty: 2943.283203
	Iteration 6Q: 3 clusters Score -425215.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -425434.968750 Penalty: 2943.283203
	Iteration 7Q: 3 clusters Score -425435 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -425682.968750 Penalty: 2943.283203
	Iteration 8Q: 3 clusters Score -425683 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -425999.875000 Penalty: 2943.283203
	Iteration 9F: 3 clusters Score -425999.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -426395.500000 Penalty: 2943.283203
	Iteration 10F: 3 clusters Score -426395.5 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -426791.281250 Penalty: 2943.283203
	Iteration 11F: 3 clusters Score -426791.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -427111.562500 Penalty: 2943.283203
	Iteration 12Q: 3 clusters Score -427111.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -427388.125000 Penalty: 2943.283203
	Iteration 13Q: 3 clusters Score -427388.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -427572.125000 Penalty: 2943.283203
	Iteration 14Q: 3 clusters Score -427572.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -427674.218750 Penalty: 2943.283203
	Iteration 15Q: 3 clusters Score -427674.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -427723.250000 Penalty: 2943.283203
	Iteration 16Q: 3 clusters Score -427723.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -427758.218750 Penalty: 2943.283203
	Iteration 17Q: 3 clusters Score -427758.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -427784.812500 Penalty: 2943.283203
	Iteration 18Q: 3 clusters Score -427784.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -427801.375000 Penalty: 2943.283203
	Iteration 19Q: 3 clusters Score -427801.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -427810.781250 Penalty: 2943.283203
	Iteration 20F: 3 clusters Score -427810.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -427815.343750 Penalty: 2943.283203
	Iteration 21Q: 3 clusters Score -427815.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -427820.468750 Penalty: 2943.283203
	Iteration 22Q: 3 clusters Score -427820.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -427825.843750 Penalty: 2943.283203
	Iteration 23Q: 3 clusters Score -427825.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -427827.875000 Penalty: 2943.283203
	Iteration 24Q: 3 clusters Score -427827.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -427830.437500 Penalty: 2943.283203
	Iteration 25Q: 3 clusters Score -427830.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -427830.593750 Penalty: 2943.283203
	Iteration 26Q: 3 clusters Score -427830.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -427834.062500 Penalty: 2943.283203
	Iteration 27Q: 3 clusters Score -427834.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -427835.500000 Penalty: 2943.283203
	Iteration 28Q: 3 clusters Score -427835.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -427835.875000 Penalty: 2943.283203
	Iteration 29Q: 3 clusters Score -427835.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -427836.968750 Penalty: 2943.283203
	Iteration 30Q: 3 clusters Score -427837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -427838.093750 Penalty: 2943.283203
	Iteration 31Q: 3 clusters Score -427838.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -427839.500000 Penalty: 2943.283203
	Iteration 32Q: 3 clusters Score -427839.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -427840.312500 Penalty: 2943.283203
	Iteration 33Q: 3 clusters Score -427840.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -427842.968750 Penalty: 2943.283203
	Iteration 34Q: 3 clusters Score -427843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -427845.937500 Penalty: 2943.283203
	Iteration 35Q: 3 clusters Score -427845.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -427850.187500 Penalty: 2943.283203
	Iteration 36Q: 3 clusters Score -427850.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -427855.687500 Penalty: 2943.283203
	Iteration 37Q: 3 clusters Score -427855.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -427860.531250 Penalty: 2943.283203
	Iteration 38Q: 3 clusters Score -427860.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -427860.812500 Penalty: 2943.283203
	Iteration 39Q: 3 clusters Score -427860.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -427862.875000 Penalty: 2943.283203
	Iteration 40F: 3 clusters Score -427862.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -427865.093750 Penalty: 2943.283203
	Iteration 41Q: 3 clusters Score -427865.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -427865.968750 Penalty: 2943.283203
	Iteration 42Q: 3 clusters Score -427866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -427867.750000 Penalty: 2943.283203
	Iteration 43Q: 3 clusters Score -427867.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -427869.281250 Penalty: 2943.283203
	Iteration 44Q: 3 clusters Score -427869.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -427868.562500 Penalty: 2943.283203
	Iteration 45Q: 3 clusters Score -427868.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -427869.593750 Penalty: 2943.283203
	Iteration 46Q: 3 clusters Score -427869.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -427870.031250 Penalty: 2943.283203
	Iteration 47Q: 3 clusters Score -427870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -427870.468750 Penalty: 2943.283203
	Iteration 48Q: 3 clusters Score -427870.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -427870.031250 Penalty: 2943.283203
	Iteration 49Q: 3 clusters Score -427870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -427870.937500 Penalty: 2943.283203
	Iteration 50Q: 3 clusters Score -427870.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -427872.687500 Penalty: 2943.283203
	Iteration 51Q: 3 clusters Score -427872.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -427872.031250 Penalty: 2943.283203
	Iteration 52Q: 3 clusters Score -427872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -427873.406250 Penalty: 2943.283203
	Iteration 53Q: 3 clusters Score -427873.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -427873.250000 Penalty: 2943.283203
	Iteration 54Q: 3 clusters Score -427873.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -427873.375000 Penalty: 2943.283203
	Iteration 55Q: 3 clusters Score -427873.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -427873.281250 Penalty: 2943.283203
	Iteration 56Q: 3 clusters Score -427873.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -427873.281250 Penalty: 2943.283203
	Iteration 57F: 3 clusters Score -427873.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Entering Unmasked Estep 
Score: -451334.156250 Penalty: 1484.134399
	Iteration 0F: 2 clusters Score -451334.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -444627.093750 Penalty: 2968.268799
	Iteration 0F: 3 clusters Score -444627.1 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -446793.312500 Penalty: 2968.268799
	Iteration 1F: 3 clusters Score -446793.3 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -447108.156250 Penalty: 2968.268799
	Iteration 2F: 3 clusters Score -447108.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -447412.093750 Penalty: 2968.268799
	Iteration 3F: 3 clusters Score -447412.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -447740.718750 Penalty: 2968.268799
	Iteration 4F: 3 clusters Score -447740.7 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -448075.875000 Penalty: 2968.268799
	Iteration 5F: 3 clusters Score -448075.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -448398.968750 Penalty: 2968.268799
	Iteration 6F: 3 clusters Score -448399 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -448691.718750 Penalty: 2968.268799
	Iteration 7F: 3 clusters Score -448691.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -448919.437500 Penalty: 2968.268799
	Iteration 8Q: 3 clusters Score -448919.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -449079.875000 Penalty: 2968.268799
	Iteration 9Q: 3 clusters Score -449079.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -449195.968750 Penalty: 2968.268799
	Iteration 10Q: 3 clusters Score -449196 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -449263.406250 Penalty: 2968.268799
	Iteration 11Q: 3 clusters Score -449263.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -449301.781250 Penalty: 2968.268799
	Iteration 12Q: 3 clusters Score -449301.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -449328.406250 Penalty: 2968.268799
	Iteration 13Q: 3 clusters Score -449328.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -449350.593750 Penalty: 2968.268799
	Iteration 14Q: 3 clusters Score -449350.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -449370.156250 Penalty: 2968.268799
	Iteration 15Q: 3 clusters Score -449370.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -449386.687500 Penalty: 2968.268799
	Iteration 16Q: 3 clusters Score -449386.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -449400.000000 Penalty: 2968.268799
	Iteration 17Q: 3 clusters Score -449400 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -449419.187500 Penalty: 2968.268799
	Iteration 18Q: 3 clusters Score -449419.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -449439.500000 Penalty: 2968.268799
	Iteration 19Q: 3 clusters Score -449439.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -449469.281250 Penalty: 2968.268799
	Iteration 20F: 3 clusters Score -449469.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -449495.937500 Penalty: 2968.268799
	Iteration 21Q: 3 clusters Score -449495.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -449524.218750 Penalty: 2968.268799
	Iteration 22Q: 3 clusters Score -449524.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -449558.687500 Penalty: 2968.268799
	Iteration 23Q: 3 clusters Score -449558.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -449588.718750 Penalty: 2968.268799
	Iteration 24Q: 3 clusters Score -449588.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -449621.093750 Penalty: 2968.268799
	Iteration 25Q: 3 clusters Score -449621.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -449667.031250 Penalty: 2968.268799
	Iteration 26Q: 3 clusters Score -449667 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -449715.312500 Penalty: 2968.268799
	Iteration 27Q: 3 clusters Score -449715.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -449775.250000 Penalty: 2968.268799
	Iteration 28Q: 3 clusters Score -449775.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -449849.750000 Penalty: 2968.268799
	Iteration 29Q: 3 clusters Score -449849.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -449920.312500 Penalty: 2968.268799
	Iteration 30Q: 3 clusters Score -449920.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -449979.843750 Penalty: 2968.268799
	Iteration 31Q: 3 clusters Score -449979.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -450031.218750 Penalty: 2968.268799
	Iteration 32Q: 3 clusters Score -450031.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -450082.062500 Penalty: 2968.268799
	Iteration 33Q: 3 clusters Score -450082.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -450111.031250 Penalty: 2968.268799
	Iteration 34Q: 3 clusters Score -450111 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -450139.656250 Penalty: 2968.268799
	Iteration 35Q: 3 clusters Score -450139.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -450160.062500 Penalty: 2968.268799
	Iteration 36Q: 3 clusters Score -450160.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -450176.031250 Penalty: 2968.268799
	Iteration 37Q: 3 clusters Score -450176 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -450189.218750 Penalty: 2968.268799
	Iteration 38Q: 3 clusters Score -450189.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -450198.937500 Penalty: 2968.268799
	Iteration 39Q: 3 clusters Score -450198.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -450204.312500 Penalty: 2968.268799
	Iteration 40F: 3 clusters Score -450204.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -450211.937500 Penalty: 2968.268799
	Iteration 41Q: 3 clusters Score -450211.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -450216.218750 Penalty: 2968.268799
	Iteration 42Q: 3 clusters Score -450216.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -450221.093750 Penalty: 2968.268799
	Iteration 43Q: 3 clusters Score -450221.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -450225.093750 Penalty: 2968.268799
	Iteration 44Q: 3 clusters Score -450225.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -450230.656250 Penalty: 2968.268799
	Iteration 45Q: 3 clusters Score -450230.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -450237.937500 Penalty: 2968.268799
	Iteration 46Q: 3 clusters Score -450237.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -450244.281250 Penalty: 2968.268799
	Iteration 47Q: 3 clusters Score -450244.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -450250.531250 Penalty: 2968.268799
	Iteration 48Q: 3 clusters Score -450250.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -450252.875000 Penalty: 2968.268799
	Iteration 49Q: 3 clusters Score -450252.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -450257.031250 Penalty: 2968.268799
	Iteration 50Q: 3 clusters Score -450257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -450263.156250 Penalty: 2968.268799
	Iteration 51Q: 3 clusters Score -450263.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -450267.500000 Penalty: 2968.268799
	Iteration 52Q: 3 clusters Score -450267.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -450273.750000 Penalty: 2968.268799
	Iteration 53Q: 3 clusters Score -450273.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -450279.375000 Penalty: 2968.268799
	Iteration 54Q: 3 clusters Score -450279.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -450281.531250 Penalty: 2968.268799
	Iteration 55Q: 3 clusters Score -450281.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -450284.406250 Penalty: 2968.268799
	Iteration 56Q: 3 clusters Score -450284.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -450286.125000 Penalty: 2968.268799
	Iteration 57Q: 3 clusters Score -450286.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -450288.437500 Penalty: 2968.268799
	Iteration 58Q: 3 clusters Score -450288.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -450291.531250 Penalty: 2968.268799
	Iteration 59Q: 3 clusters Score -450291.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -450293.906250 Penalty: 2968.268799
	Iteration 60F: 3 clusters Score -450293.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -450296.468750 Penalty: 2968.268799
	Iteration 61Q: 3 clusters Score -450296.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -450300.656250 Penalty: 2968.268799
	Iteration 62Q: 3 clusters Score -450300.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -450303.812500 Penalty: 2968.268799
	Iteration 63Q: 3 clusters Score -450303.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -450307.250000 Penalty: 2968.268799
	Iteration 64Q: 3 clusters Score -450307.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -450312.093750 Penalty: 2968.268799
	Iteration 65Q: 3 clusters Score -450312.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -450315.968750 Penalty: 2968.268799
	Iteration 66Q: 3 clusters Score -450316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -450320.718750 Penalty: 2968.268799
	Iteration 67Q: 3 clusters Score -450320.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -450323.625000 Penalty: 2968.268799
	Iteration 68Q: 3 clusters Score -450323.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -450326.562500 Penalty: 2968.268799
	Iteration 69Q: 3 clusters Score -450326.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -450330.375000 Penalty: 2968.268799
	Iteration 70Q: 3 clusters Score -450330.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -450332.531250 Penalty: 2968.268799
	Iteration 71Q: 3 clusters Score -450332.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -450335.437500 Penalty: 2968.268799
	Iteration 72Q: 3 clusters Score -450335.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -450342.406250 Penalty: 2968.268799
	Iteration 73Q: 3 clusters Score -450342.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -450350.093750 Penalty: 2968.268799
	Iteration 74Q: 3 clusters Score -450350.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -450361.781250 Penalty: 2968.268799
	Iteration 75Q: 3 clusters Score -450361.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -450370.812500 Penalty: 2968.268799
	Iteration 76Q: 3 clusters Score -450370.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -450380.437500 Penalty: 2968.268799
	Iteration 77Q: 3 clusters Score -450380.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -450388.781250 Penalty: 2968.268799
	Iteration 78Q: 3 clusters Score -450388.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -450397.031250 Penalty: 2968.268799
	Iteration 79Q: 3 clusters Score -450397 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -450402.906250 Penalty: 2968.268799
	Iteration 80F: 3 clusters Score -450402.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -450414.031250 Penalty: 2968.268799
	Iteration 81Q: 3 clusters Score -450414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -450423.062500 Penalty: 2968.268799
	Iteration 82Q: 3 clusters Score -450423.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -450430.000000 Penalty: 2968.268799
	Iteration 83Q: 3 clusters Score -450430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -450438.531250 Penalty: 2968.268799
	Iteration 84Q: 3 clusters Score -450438.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -450452.656250 Penalty: 2968.268799
	Iteration 85Q: 3 clusters Score -450452.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -450466.625000 Penalty: 2968.268799
	Iteration 86Q: 3 clusters Score -450466.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -450477.812500 Penalty: 2968.268799
	Iteration 87Q: 3 clusters Score -450477.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -450491.281250 Penalty: 2968.268799
	Iteration 88Q: 3 clusters Score -450491.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -450502.031250 Penalty: 2968.268799
	Iteration 89Q: 3 clusters Score -450502 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -450513.875000 Penalty: 2968.268799
	Iteration 90Q: 3 clusters Score -450513.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -450527.218750 Penalty: 2968.268799
	Iteration 91Q: 3 clusters Score -450527.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -450538.187500 Penalty: 2968.268799
	Iteration 92Q: 3 clusters Score -450538.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -450548.812500 Penalty: 2968.268799
	Iteration 93Q: 3 clusters Score -450548.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -450559.468750 Penalty: 2968.268799
	Iteration 94Q: 3 clusters Score -450559.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -450574.093750 Penalty: 2968.268799
	Iteration 95Q: 3 clusters Score -450574.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -450590.375000 Penalty: 2968.268799
	Iteration 96Q: 3 clusters Score -450590.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -450606.250000 Penalty: 2968.268799
	Iteration 97Q: 3 clusters Score -450606.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -450617.843750 Penalty: 2968.268799
	Iteration 98Q: 3 clusters Score -450617.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -450627.406250 Penalty: 2968.268799
	Iteration 99Q: 3 clusters Score -450627.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -450640.218750 Penalty: 2968.268799
	Iteration 100F: 3 clusters Score -450640.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -450651.375000 Penalty: 2968.268799
	Iteration 101Q: 3 clusters Score -450651.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -450660.250000 Penalty: 2968.268799
	Iteration 102Q: 3 clusters Score -450660.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -450671.031250 Penalty: 2968.268799
	Iteration 103Q: 3 clusters Score -450671 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -450676.843750 Penalty: 2968.268799
	Iteration 104Q: 3 clusters Score -450676.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -450685.343750 Penalty: 2968.268799
	Iteration 105Q: 3 clusters Score -450685.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -450693.437500 Penalty: 2968.268799
	Iteration 106Q: 3 clusters Score -450693.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -450710.718750 Penalty: 2968.268799
	Iteration 107Q: 3 clusters Score -450710.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -450724.531250 Penalty: 2968.268799
	Iteration 108Q: 3 clusters Score -450724.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -450742.843750 Penalty: 2968.268799
	Iteration 109Q: 3 clusters Score -450742.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -450759.906250 Penalty: 2968.268799
	Iteration 110Q: 3 clusters Score -450759.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -450771.531250 Penalty: 2968.268799
	Iteration 111Q: 3 clusters Score -450771.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -450782.093750 Penalty: 2968.268799
	Iteration 112Q: 3 clusters Score -450782.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -450788.187500 Penalty: 2968.268799
	Iteration 113Q: 3 clusters Score -450788.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -450795.437500 Penalty: 2968.268799
	Iteration 114Q: 3 clusters Score -450795.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -450799.312500 Penalty: 2968.268799
	Iteration 115Q: 3 clusters Score -450799.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -450801.812500 Penalty: 2968.268799
	Iteration 116Q: 3 clusters Score -450801.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -450806.093750 Penalty: 2968.268799
	Iteration 117Q: 3 clusters Score -450806.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -450814.031250 Penalty: 2968.268799
	Iteration 118Q: 3 clusters Score -450814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -450820.875000 Penalty: 2968.268799
	Iteration 119Q: 3 clusters Score -450820.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -450829.437500 Penalty: 2968.268799
	Iteration 120F: 3 clusters Score -450829.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -450836.093750 Penalty: 2968.268799
	Iteration 121Q: 3 clusters Score -450836.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -450843.718750 Penalty: 2968.268799
	Iteration 122Q: 3 clusters Score -450843.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -450849.125000 Penalty: 2968.268799
	Iteration 123Q: 3 clusters Score -450849.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -450854.062500 Penalty: 2968.268799
	Iteration 124Q: 3 clusters Score -450854.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -450862.875000 Penalty: 2968.268799
	Iteration 125Q: 3 clusters Score -450862.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -450876.000000 Penalty: 2968.268799
	Iteration 126Q: 3 clusters Score -450876 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -450889.375000 Penalty: 2968.268799
	Iteration 127Q: 3 clusters Score -450889.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -450905.625000 Penalty: 2968.268799
	Iteration 128Q: 3 clusters Score -450905.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -450927.843750 Penalty: 2968.268799
	Iteration 129Q: 3 clusters Score -450927.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -450955.687500 Penalty: 2968.268799
	Iteration 130Q: 3 clusters Score -450955.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -450976.625000 Penalty: 2968.268799
	Iteration 131Q: 3 clusters Score -450976.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -450999.843750 Penalty: 2968.268799
	Iteration 132Q: 3 clusters Score -450999.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -451019.625000 Penalty: 2968.268799
	Iteration 133Q: 3 clusters Score -451019.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -451040.937500 Penalty: 2968.268799
	Iteration 134Q: 3 clusters Score -451040.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -451051.437500 Penalty: 2968.268799
	Iteration 135Q: 3 clusters Score -451051.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -451060.312500 Penalty: 2968.268799
	Iteration 136Q: 3 clusters Score -451060.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -451060.625000 Penalty: 2968.268799
	Iteration 137Q: 3 clusters Score -451060.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -451063.062500 Penalty: 2968.268799
	Iteration 138Q: 3 clusters Score -451063.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -451064.437500 Penalty: 2968.268799
	Iteration 139Q: 3 clusters Score -451064.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -451065.843750 Penalty: 2968.268799
	Iteration 140F: 3 clusters Score -451065.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -451066.468750 Penalty: 2968.268799
	Iteration 141Q: 3 clusters Score -451066.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -451068.187500 Penalty: 2968.268799
	Iteration 142Q: 3 clusters Score -451068.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -451069.406250 Penalty: 2968.268799
	Iteration 143Q: 3 clusters Score -451069.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -451069.593750 Penalty: 2968.268799
	Iteration 144Q: 3 clusters Score -451069.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -451071.625000 Penalty: 2968.268799
	Iteration 145Q: 3 clusters Score -451071.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -451070.875000 Penalty: 2968.268799
	Iteration 146Q: 3 clusters Score -451070.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -451071.468750 Penalty: 2968.268799
	Iteration 147Q: 3 clusters Score -451071.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -451071.031250 Penalty: 2968.268799
	Iteration 148Q: 3 clusters Score -451071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -451072.968750 Penalty: 2968.268799
	Iteration 149Q: 3 clusters Score -451073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -451072.968750 Penalty: 2968.268799
	Iteration 150F: 3 clusters Score -451073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Entering Unmasked Estep 
Score: -294517.968750 Penalty: 1400.239380
	Iteration 0F: 2 clusters Score -294518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -290255.093750 Penalty: 2800.478760
	Iteration 0F: 3 clusters Score -290255.1 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -291434.906250 Penalty: 2800.478760
	Iteration 1F: 3 clusters Score -291434.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -291599.125000 Penalty: 2800.478760
	Iteration 2F: 3 clusters Score -291599.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -291718.062500 Penalty: 2800.478760
	Iteration 3Q: 3 clusters Score -291718.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -291817.250000 Penalty: 2800.478760
	Iteration 4Q: 3 clusters Score -291817.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -291914.968750 Penalty: 2800.478760
	Iteration 5Q: 3 clusters Score -291915 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -291994.531250 Penalty: 2800.478760
	Iteration 6Q: 3 clusters Score -291994.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -292064.593750 Penalty: 2800.478760
	Iteration 7Q: 3 clusters Score -292064.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -292138.718750 Penalty: 2800.478760
	Iteration 8Q: 3 clusters Score -292138.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -292219.468750 Penalty: 2800.478760
	Iteration 9Q: 3 clusters Score -292219.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -292308.593750 Penalty: 2800.478760
	Iteration 10Q: 3 clusters Score -292308.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -292390.031250 Penalty: 2800.478760
	Iteration 11Q: 3 clusters Score -292390 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -292478.156250 Penalty: 2800.478760
	Iteration 12Q: 3 clusters Score -292478.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -292584.093750 Penalty: 2800.478760
	Iteration 13Q: 3 clusters Score -292584.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -292680.375000 Penalty: 2800.478760
	Iteration 14Q: 3 clusters Score -292680.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -292770.781250 Penalty: 2800.478760
	Iteration 15Q: 3 clusters Score -292770.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -292865.406250 Penalty: 2800.478760
	Iteration 16Q: 3 clusters Score -292865.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -292953.125000 Penalty: 2800.478760
	Iteration 17Q: 3 clusters Score -292953.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -293033.718750 Penalty: 2800.478760
	Iteration 18Q: 3 clusters Score -293033.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -293105.750000 Penalty: 2800.478760
	Iteration 19Q: 3 clusters Score -293105.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -293168.718750 Penalty: 2800.478760
	Iteration 20F: 3 clusters Score -293168.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -293220.406250 Penalty: 2800.478760
	Iteration 21Q: 3 clusters Score -293220.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -293260.187500 Penalty: 2800.478760
	Iteration 22Q: 3 clusters Score -293260.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -293291.625000 Penalty: 2800.478760
	Iteration 23Q: 3 clusters Score -293291.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -293309.562500 Penalty: 2800.478760
	Iteration 24Q: 3 clusters Score -293309.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -293326.812500 Penalty: 2800.478760
	Iteration 25Q: 3 clusters Score -293326.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -293335.562500 Penalty: 2800.478760
	Iteration 26Q: 3 clusters Score -293335.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -293341.156250 Penalty: 2800.478760
	Iteration 27Q: 3 clusters Score -293341.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -293345.312500 Penalty: 2800.478760
	Iteration 28Q: 3 clusters Score -293345.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -293349.406250 Penalty: 2800.478760
	Iteration 29Q: 3 clusters Score -293349.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -293353.531250 Penalty: 2800.478760
	Iteration 30Q: 3 clusters Score -293353.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -293361.062500 Penalty: 2800.478760
	Iteration 31Q: 3 clusters Score -293361.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -293367.343750 Penalty: 2800.478760
	Iteration 32Q: 3 clusters Score -293367.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -293372.906250 Penalty: 2800.478760
	Iteration 33Q: 3 clusters Score -293372.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -293374.718750 Penalty: 2800.478760
	Iteration 34Q: 3 clusters Score -293374.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -293376.187500 Penalty: 2800.478760
	Iteration 35Q: 3 clusters Score -293376.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -293378.562500 Penalty: 2800.478760
	Iteration 36Q: 3 clusters Score -293378.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -293379.562500 Penalty: 2800.478760
	Iteration 37Q: 3 clusters Score -293379.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -293379.562500 Penalty: 2800.478760
	Iteration 38F: 3 clusters Score -293379.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (80063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80063 members 
Entering Unmasked Estep 
Score: -4286405.000000 Penalty: 1834.717529
	Iteration 0F: 2 clusters Score -4286405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -4232903.000000 Penalty: 3669.435059
	Iteration 0F: 3 clusters Score -4232903 nChanged 38106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -4255547.500000 Penalty: 3669.435059
	Iteration 1F: 3 clusters Score -4255548 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -4256746.000000 Penalty: 3669.435059
	Iteration 2Q: 3 clusters Score -4256746 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -4258669.500000 Penalty: 3669.435059
	Iteration 3F: 3 clusters Score -4258670 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -4261619.500000 Penalty: 3669.435059
	Iteration 4F: 3 clusters Score -4261620 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -4265593.000000 Penalty: 3669.435059
	Iteration 5F: 3 clusters Score -4265593 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58570 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -4270104.500000 Penalty: 3669.435059
	Iteration 6F: 3 clusters Score -4270104 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63014 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -4274530.000000 Penalty: 3669.435059
	Iteration 7F: 3 clusters Score -4274530 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66610 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -4278239.000000 Penalty: 3669.435059
	Iteration 8F: 3 clusters Score -4278239 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69155 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -4281075.000000 Penalty: 3669.435059
	Iteration 9Q: 3 clusters Score -4281075 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70788 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -4282709.500000 Penalty: 3669.435059
	Iteration 10Q: 3 clusters Score -4282710 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71882 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -4283603.000000 Penalty: 3669.435059
	Iteration 11Q: 3 clusters Score -4283603 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72757 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -4284101.500000 Penalty: 3669.435059
	Iteration 12Q: 3 clusters Score -4284102 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73468 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -4284491.000000 Penalty: 3669.435059
	Iteration 13Q: 3 clusters Score -4284491 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74060 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -4284765.000000 Penalty: 3669.435059
	Iteration 14Q: 3 clusters Score -4284765 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74514 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -4284961.000000 Penalty: 3669.435059
	Iteration 15Q: 3 clusters Score -4284961 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74917 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -4285112.000000 Penalty: 3669.435059
	Iteration 16Q: 3 clusters Score -4285112 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75230 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -4285213.000000 Penalty: 3669.435059
	Iteration 17Q: 3 clusters Score -4285213 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75502 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -4285311.000000 Penalty: 3669.435059
	Iteration 18Q: 3 clusters Score -4285311 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75746 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -4285376.000000 Penalty: 3669.435059
	Iteration 19Q: 3 clusters Score -4285376 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75960 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -4285459.000000 Penalty: 3669.435059
	Iteration 20F: 3 clusters Score -4285459 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76128 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -4285490.000000 Penalty: 3669.435059
	Iteration 21Q: 3 clusters Score -4285490 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76286 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -4285529.000000 Penalty: 3669.435059
	Iteration 22Q: 3 clusters Score -4285529 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76430 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -4285565.500000 Penalty: 3669.435059
	Iteration 23Q: 3 clusters Score -4285566 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76577 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -4285595.000000 Penalty: 3669.435059
	Iteration 24Q: 3 clusters Score -4285595 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76698 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -4285612.000000 Penalty: 3669.435059
	Iteration 25Q: 3 clusters Score -4285612 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76793 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -4285627.500000 Penalty: 3669.435059
	Iteration 26Q: 3 clusters Score -4285628 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76881 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -4285655.000000 Penalty: 3669.435059
	Iteration 27Q: 3 clusters Score -4285655 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76949 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -4285659.000000 Penalty: 3669.435059
	Iteration 28Q: 3 clusters Score -4285659 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77011 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -4285690.500000 Penalty: 3669.435059
	Iteration 29Q: 3 clusters Score -4285690 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77079 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -4285702.000000 Penalty: 3669.435059
	Iteration 30Q: 3 clusters Score -4285702 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77132 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -4285707.500000 Penalty: 3669.435059
	Iteration 31Q: 3 clusters Score -4285708 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77188 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -4285721.500000 Penalty: 3669.435059
	Iteration 32Q: 3 clusters Score -4285722 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77239 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -4285732.000000 Penalty: 3669.435059
	Iteration 33Q: 3 clusters Score -4285732 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77287 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -4285740.500000 Penalty: 3669.435059
	Iteration 34Q: 3 clusters Score -4285740 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77326 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -4285743.500000 Penalty: 3669.435059
	Iteration 35Q: 3 clusters Score -4285744 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77362 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4285765.500000 Penalty: 3669.435059
	Iteration 36Q: 3 clusters Score -4285766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77396 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -4285768.500000 Penalty: 3669.435059
	Iteration 37Q: 3 clusters Score -4285768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77423 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -4285773.000000 Penalty: 3669.435059
	Iteration 38Q: 3 clusters Score -4285773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77449 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4285778.500000 Penalty: 3669.435059
	Iteration 39Q: 3 clusters Score -4285778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77476 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -4285778.000000 Penalty: 3669.435059
	Iteration 40F: 3 clusters Score -4285778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77492 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -4285784.000000 Penalty: 3669.435059
	Iteration 41Q: 3 clusters Score -4285784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77503 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -4285788.500000 Penalty: 3669.435059
	Iteration 42Q: 3 clusters Score -4285788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77514 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -4285786.500000 Penalty: 3669.435059
	Iteration 43Q: 3 clusters Score -4285786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77524 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4285787.000000 Penalty: 3669.435059
	Iteration 44Q: 3 clusters Score -4285787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77535 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4285789.000000 Penalty: 3669.435059
	Iteration 45Q: 3 clusters Score -4285789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77544 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4285791.000000 Penalty: 3669.435059
	Iteration 46Q: 3 clusters Score -4285791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77551 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -4285790.500000 Penalty: 3669.435059
	Iteration 47Q: 3 clusters Score -4285790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77563 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -4285794.500000 Penalty: 3669.435059
	Iteration 48Q: 3 clusters Score -4285794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77578 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -4285795.000000 Penalty: 3669.435059
	Iteration 49Q: 3 clusters Score -4285795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77588 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4285794.500000 Penalty: 3669.435059
	Iteration 50Q: 3 clusters Score -4285794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77599 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4285788.000000 Penalty: 3669.435059
	Iteration 51Q: 3 clusters Score -4285788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77606 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -4285787.500000 Penalty: 3669.435059
	Iteration 52Q: 3 clusters Score -4285788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77616 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4285798.000000 Penalty: 3669.435059
	Iteration 53Q: 3 clusters Score -4285798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77626 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -4285794.500000 Penalty: 3669.435059
	Iteration 54Q: 3 clusters Score -4285794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77634 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -4285797.500000 Penalty: 3669.435059
	Iteration 55Q: 3 clusters Score -4285798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77642 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -4285804.000000 Penalty: 3669.435059
	Iteration 56Q: 3 clusters Score -4285804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77648 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4285804.000000 Penalty: 3669.435059
	Iteration 57Q: 3 clusters Score -4285804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77652 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4285806.000000 Penalty: 3669.435059
	Iteration 58Q: 3 clusters Score -4285806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77659 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -4285808.000000 Penalty: 3669.435059
	Iteration 59Q: 3 clusters Score -4285808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77663 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -4285807.000000 Penalty: 3669.435059
	Iteration 60F: 3 clusters Score -4285807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77669 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -4285804.500000 Penalty: 3669.435059
	Iteration 61Q: 3 clusters Score -4285804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77673 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4285811.500000 Penalty: 3669.435059
	Iteration 62Q: 3 clusters Score -4285812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77677 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4285816.500000 Penalty: 3669.435059
	Iteration 63Q: 3 clusters Score -4285816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77679 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -4285811.000000 Penalty: 3669.435059
	Iteration 64Q: 3 clusters Score -4285811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77680 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4285812.000000 Penalty: 3669.435059
	Iteration 65Q: 3 clusters Score -4285812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77684 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -4285808.500000 Penalty: 3669.435059
	Iteration 66Q: 3 clusters Score -4285808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77687 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4285807.500000 Penalty: 3669.435059
	Iteration 67Q: 3 clusters Score -4285808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77687 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4285807.500000 Penalty: 3669.435059
	Iteration 68F: 3 clusters Score -4285808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Entering Unmasked Estep 
Score: -167829.500000 Penalty: 1315.485229
	Iteration 0F: 2 clusters Score -167829.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -164926.890625 Penalty: 2630.970459
	Iteration 0F: 3 clusters Score -164926.9 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -165642.578125 Penalty: 2630.970459
	Iteration 1F: 3 clusters Score -165642.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -165781.218750 Penalty: 2630.970459
	Iteration 2F: 3 clusters Score -165781.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -165885.203125 Penalty: 2630.970459
	Iteration 3F: 3 clusters Score -165885.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -165969.609375 Penalty: 2630.970459
	Iteration 4Q: 3 clusters Score -165969.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -166050.578125 Penalty: 2630.970459
	Iteration 5Q: 3 clusters Score -166050.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -166111.562500 Penalty: 2630.970459
	Iteration 6Q: 3 clusters Score -166111.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -166159.578125 Penalty: 2630.970459
	Iteration 7Q: 3 clusters Score -166159.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -166206.281250 Penalty: 2630.970459
	Iteration 8Q: 3 clusters Score -166206.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -166248.531250 Penalty: 2630.970459
	Iteration 9Q: 3 clusters Score -166248.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -166286.593750 Penalty: 2630.970459
	Iteration 10Q: 3 clusters Score -166286.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -166313.953125 Penalty: 2630.970459
	Iteration 11Q: 3 clusters Score -166314 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -166343.593750 Penalty: 2630.970459
	Iteration 12Q: 3 clusters Score -166343.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -166365.359375 Penalty: 2630.970459
	Iteration 13Q: 3 clusters Score -166365.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -166386.984375 Penalty: 2630.970459
	Iteration 14Q: 3 clusters Score -166387 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -166409.859375 Penalty: 2630.970459
	Iteration 15Q: 3 clusters Score -166409.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -166435.218750 Penalty: 2630.970459
	Iteration 16Q: 3 clusters Score -166435.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -166460.453125 Penalty: 2630.970459
	Iteration 17Q: 3 clusters Score -166460.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -166477.734375 Penalty: 2630.970459
	Iteration 18Q: 3 clusters Score -166477.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -166491.750000 Penalty: 2630.970459
	Iteration 19Q: 3 clusters Score -166491.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -166501.937500 Penalty: 2630.970459
	Iteration 20F: 3 clusters Score -166501.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -166510.078125 Penalty: 2630.970459
	Iteration 21Q: 3 clusters Score -166510.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -166516.296875 Penalty: 2630.970459
	Iteration 22Q: 3 clusters Score -166516.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -166523.875000 Penalty: 2630.970459
	Iteration 23Q: 3 clusters Score -166523.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -166529.703125 Penalty: 2630.970459
	Iteration 24Q: 3 clusters Score -166529.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -166536.937500 Penalty: 2630.970459
	Iteration 25Q: 3 clusters Score -166536.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -166541.546875 Penalty: 2630.970459
	Iteration 26Q: 3 clusters Score -166541.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -166544.000000 Penalty: 2630.970459
	Iteration 27Q: 3 clusters Score -166544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -166548.250000 Penalty: 2630.970459
	Iteration 28Q: 3 clusters Score -166548.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -166552.828125 Penalty: 2630.970459
	Iteration 29Q: 3 clusters Score -166552.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -166556.375000 Penalty: 2630.970459
	Iteration 30Q: 3 clusters Score -166556.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -166559.125000 Penalty: 2630.970459
	Iteration 31Q: 3 clusters Score -166559.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -166560.437500 Penalty: 2630.970459
	Iteration 32Q: 3 clusters Score -166560.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -166562.343750 Penalty: 2630.970459
	Iteration 33Q: 3 clusters Score -166562.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -166563.656250 Penalty: 2630.970459
	Iteration 34Q: 3 clusters Score -166563.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -166564.281250 Penalty: 2630.970459
	Iteration 35Q: 3 clusters Score -166564.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -166564.812500 Penalty: 2630.970459
	Iteration 36Q: 3 clusters Score -166564.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -166566.171875 Penalty: 2630.970459
	Iteration 37Q: 3 clusters Score -166566.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -166566.859375 Penalty: 2630.970459
	Iteration 38Q: 3 clusters Score -166566.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -166567.640625 Penalty: 2630.970459
	Iteration 39Q: 3 clusters Score -166567.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -166567.937500 Penalty: 2630.970459
	Iteration 40F: 3 clusters Score -166567.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Entering Unmasked Estep 
Score: -469680.906250 Penalty: 1471.527954
	Iteration 0F: 2 clusters Score -469680.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -463456.750000 Penalty: 2943.055908
	Iteration 0F: 3 clusters Score -463456.8 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -465350.437500 Penalty: 2943.055908
	Iteration 1F: 3 clusters Score -465350.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -465519.468750 Penalty: 2943.055908
	Iteration 2F: 3 clusters Score -465519.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -465635.468750 Penalty: 2943.055908
	Iteration 3Q: 3 clusters Score -465635.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -465727.093750 Penalty: 2943.055908
	Iteration 4Q: 3 clusters Score -465727.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -465795.625000 Penalty: 2943.055908
	Iteration 5Q: 3 clusters Score -465795.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -465851.937500 Penalty: 2943.055908
	Iteration 6Q: 3 clusters Score -465851.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -465892.125000 Penalty: 2943.055908
	Iteration 7Q: 3 clusters Score -465892.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -465926.906250 Penalty: 2943.055908
	Iteration 8Q: 3 clusters Score -465926.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -465960.625000 Penalty: 2943.055908
	Iteration 9Q: 3 clusters Score -465960.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -465996.812500 Penalty: 2943.055908
	Iteration 10Q: 3 clusters Score -465996.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -466036.125000 Penalty: 2943.055908
	Iteration 11Q: 3 clusters Score -466036.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -466084.656250 Penalty: 2943.055908
	Iteration 12Q: 3 clusters Score -466084.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -466131.062500 Penalty: 2943.055908
	Iteration 13Q: 3 clusters Score -466131.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -466188.562500 Penalty: 2943.055908
	Iteration 14Q: 3 clusters Score -466188.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -466266.906250 Penalty: 2943.055908
	Iteration 15Q: 3 clusters Score -466266.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -466376.625000 Penalty: 2943.055908
	Iteration 16Q: 3 clusters Score -466376.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -466517.218750 Penalty: 2943.055908
	Iteration 17Q: 3 clusters Score -466517.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -466715.750000 Penalty: 2943.055908
	Iteration 18Q: 3 clusters Score -466715.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -466952.718750 Penalty: 2943.055908
	Iteration 19Q: 3 clusters Score -466952.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -467207.843750 Penalty: 2943.055908
	Iteration 20F: 3 clusters Score -467207.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -467437.312500 Penalty: 2943.055908
	Iteration 21Q: 3 clusters Score -467437.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -467652.031250 Penalty: 2943.055908
	Iteration 22Q: 3 clusters Score -467652 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -467815.843750 Penalty: 2943.055908
	Iteration 23Q: 3 clusters Score -467815.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -467950.687500 Penalty: 2943.055908
	Iteration 24Q: 3 clusters Score -467950.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -468052.187500 Penalty: 2943.055908
	Iteration 25Q: 3 clusters Score -468052.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -468132.468750 Penalty: 2943.055908
	Iteration 26Q: 3 clusters Score -468132.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -468198.781250 Penalty: 2943.055908
	Iteration 27Q: 3 clusters Score -468198.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -468244.000000 Penalty: 2943.055908
	Iteration 28Q: 3 clusters Score -468244 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -468276.125000 Penalty: 2943.055908
	Iteration 29Q: 3 clusters Score -468276.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -468296.093750 Penalty: 2943.055908
	Iteration 30Q: 3 clusters Score -468296.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -468317.375000 Penalty: 2943.055908
	Iteration 31Q: 3 clusters Score -468317.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -468334.843750 Penalty: 2943.055908
	Iteration 32Q: 3 clusters Score -468334.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -468346.750000 Penalty: 2943.055908
	Iteration 33Q: 3 clusters Score -468346.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -468357.156250 Penalty: 2943.055908
	Iteration 34Q: 3 clusters Score -468357.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -468367.218750 Penalty: 2943.055908
	Iteration 35Q: 3 clusters Score -468367.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -468378.437500 Penalty: 2943.055908
	Iteration 36Q: 3 clusters Score -468378.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -468382.843750 Penalty: 2943.055908
	Iteration 37Q: 3 clusters Score -468382.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -468386.937500 Penalty: 2943.055908
	Iteration 38Q: 3 clusters Score -468386.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -468393.312500 Penalty: 2943.055908
	Iteration 39Q: 3 clusters Score -468393.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -468395.906250 Penalty: 2943.055908
	Iteration 40F: 3 clusters Score -468395.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -468400.687500 Penalty: 2943.055908
	Iteration 41Q: 3 clusters Score -468400.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -468405.250000 Penalty: 2943.055908
	Iteration 42Q: 3 clusters Score -468405.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -468410.531250 Penalty: 2943.055908
	Iteration 43Q: 3 clusters Score -468410.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -468416.218750 Penalty: 2943.055908
	Iteration 44Q: 3 clusters Score -468416.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -468421.656250 Penalty: 2943.055908
	Iteration 45Q: 3 clusters Score -468421.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -468425.718750 Penalty: 2943.055908
	Iteration 46Q: 3 clusters Score -468425.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -468429.531250 Penalty: 2943.055908
	Iteration 47Q: 3 clusters Score -468429.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -468430.093750 Penalty: 2943.055908
	Iteration 48Q: 3 clusters Score -468430.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -468430.093750 Penalty: 2943.055908
	Iteration 49F: 3 clusters Score -468430.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Entering Unmasked Estep 
Score: -664840.250000 Penalty: 1531.084595
	Iteration 0F: 2 clusters Score -664840.2 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 6282 members 
Entering Unmasked Estep 
Score: -656136.000000 Penalty: 3062.169189
	Iteration 0F: 3 clusters Score -656136 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -659315.250000 Penalty: 3062.169189
	Iteration 1F: 3 clusters Score -659315.2 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -659730.250000 Penalty: 3062.169189
	Iteration 2F: 3 clusters Score -659730.2 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -660072.562500 Penalty: 3062.169189
	Iteration 3F: 3 clusters Score -660072.6 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -660419.625000 Penalty: 3062.169189
	Iteration 4F: 3 clusters Score -660419.6 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -660748.812500 Penalty: 3062.169189
	Iteration 5F: 3 clusters Score -660748.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -661090.812500 Penalty: 3062.169189
	Iteration 6Q: 3 clusters Score -661090.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -661434.687500 Penalty: 3062.169189
	Iteration 7Q: 3 clusters Score -661434.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -661762.375000 Penalty: 3062.169189
	Iteration 8Q: 3 clusters Score -661762.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -662018.375000 Penalty: 3062.169189
	Iteration 9Q: 3 clusters Score -662018.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -662205.062500 Penalty: 3062.169189
	Iteration 10Q: 3 clusters Score -662205.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -662338.875000 Penalty: 3062.169189
	Iteration 11Q: 3 clusters Score -662338.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -662456.687500 Penalty: 3062.169189
	Iteration 12Q: 3 clusters Score -662456.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -662585.875000 Penalty: 3062.169189
	Iteration 13Q: 3 clusters Score -662585.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -662719.812500 Penalty: 3062.169189
	Iteration 14Q: 3 clusters Score -662719.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -662895.562500 Penalty: 3062.169189
	Iteration 15Q: 3 clusters Score -662895.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -663141.625000 Penalty: 3062.169189
	Iteration 16Q: 3 clusters Score -663141.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -663401.187500 Penalty: 3062.169189
	Iteration 17Q: 3 clusters Score -663401.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -663636.125000 Penalty: 3062.169189
	Iteration 18Q: 3 clusters Score -663636.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -663789.375000 Penalty: 3062.169189
	Iteration 19Q: 3 clusters Score -663789.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -663877.500000 Penalty: 3062.169189
	Iteration 20F: 3 clusters Score -663877.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -663939.000000 Penalty: 3062.169189
	Iteration 21Q: 3 clusters Score -663939 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -663978.500000 Penalty: 3062.169189
	Iteration 22Q: 3 clusters Score -663978.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -664000.500000 Penalty: 3062.169189
	Iteration 23Q: 3 clusters Score -664000.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -664021.250000 Penalty: 3062.169189
	Iteration 24Q: 3 clusters Score -664021.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -664033.250000 Penalty: 3062.169189
	Iteration 25Q: 3 clusters Score -664033.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -664040.625000 Penalty: 3062.169189
	Iteration 26Q: 3 clusters Score -664040.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -664043.875000 Penalty: 3062.169189
	Iteration 27Q: 3 clusters Score -664043.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -664048.687500 Penalty: 3062.169189
	Iteration 28Q: 3 clusters Score -664048.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -664053.625000 Penalty: 3062.169189
	Iteration 29Q: 3 clusters Score -664053.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -664053.375000 Penalty: 3062.169189
	Iteration 30Q: 3 clusters Score -664053.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -664054.000000 Penalty: 3062.169189
	Iteration 31Q: 3 clusters Score -664054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -664052.625000 Penalty: 3062.169189
	Iteration 32Q: 3 clusters Score -664052.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -664052.625000 Penalty: 3062.169189
	Iteration 33F: 3 clusters Score -664052.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (200160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200160 members 
Entering Unmasked Estep 
Score: -10800631.000000 Penalty: 1983.616699
	Iteration 0F: 2 clusters Score -1.080063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100485 members 
Mstep: Class 2 contains 99675 members 
Entering Unmasked Estep 
Score: -10665873.000000 Penalty: 3967.233398
	Iteration 0F: 3 clusters Score -1.066587e+07 nChanged 96695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107852 members 
Mstep: Class 2 contains 92308 members 
Entering Unmasked Estep 
Score: -10723961.000000 Penalty: 3967.233398
	Iteration 1F: 3 clusters Score -1.072396e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112466 members 
Mstep: Class 2 contains 87694 members 
Entering Unmasked Estep 
Score: -10726594.000000 Penalty: 3967.233398
	Iteration 2Q: 3 clusters Score -1.072659e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119358 members 
Mstep: Class 2 contains 80802 members 
Entering Unmasked Estep 
Score: -10731083.000000 Penalty: 3967.233398
	Iteration 3Q: 3 clusters Score -1.073108e+07 nChanged 10908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129004 members 
Mstep: Class 2 contains 71156 members 
Entering Unmasked Estep 
Score: -10738605.000000 Penalty: 3967.233398
	Iteration 4F: 3 clusters Score -1.07386e+07 nChanged 13125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141139 members 
Mstep: Class 2 contains 59021 members 
Entering Unmasked Estep 
Score: -10749378.000000 Penalty: 3967.233398
	Iteration 5F: 3 clusters Score -1.074938e+07 nChanged 13885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154418 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -10761279.000000 Penalty: 3967.233398
	Iteration 6F: 3 clusters Score -1.076128e+07 nChanged 13290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167418 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -10772815.000000 Penalty: 3967.233398
	Iteration 7F: 3 clusters Score -1.077282e+07 nChanged 11283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178633 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -10782337.000000 Penalty: 3967.233398
	Iteration 8F: 3 clusters Score -1.078234e+07 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187037 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -10789228.000000 Penalty: 3967.233398
	Iteration 9Q: 3 clusters Score -1.078923e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192668 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -10793507.000000 Penalty: 3967.233398
	Iteration 10Q: 3 clusters Score -1.079351e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196113 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -10796135.000000 Penalty: 3967.233398
	Iteration 11Q: 3 clusters Score -1.079614e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197973 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -10797485.000000 Penalty: 3967.233398
	Iteration 12Q: 3 clusters Score -1.079748e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198868 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -10798129.000000 Penalty: 3967.233398
	Iteration 13Q: 3 clusters Score -1.079813e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199300 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -10798420.000000 Penalty: 3967.233398
	Iteration 14Q: 3 clusters Score -1.079842e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199531 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -10798601.000000 Penalty: 3967.233398
	Iteration 15Q: 3 clusters Score -1.07986e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199650 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -10798657.000000 Penalty: 3967.233398
	Iteration 16Q: 3 clusters Score -1.079866e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199708 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -10798726.000000 Penalty: 3967.233398
	Iteration 17Q: 3 clusters Score -1.079873e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199754 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -10798776.000000 Penalty: 3967.233398
	Iteration 18Q: 3 clusters Score -1.079878e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199776 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -10798792.000000 Penalty: 3967.233398
	Iteration 19Q: 3 clusters Score -1.079879e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199795 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -10798808.000000 Penalty: 3967.233398
	Iteration 20F: 3 clusters Score -1.079881e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199811 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -10798830.000000 Penalty: 3967.233398
	Iteration 21Q: 3 clusters Score -1.079883e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199825 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10798834.000000 Penalty: 3967.233398
	Iteration 22Q: 3 clusters Score -1.079883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199835 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -10798838.000000 Penalty: 3967.233398
	Iteration 23Q: 3 clusters Score -1.079884e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199845 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -10798853.000000 Penalty: 3967.233398
	Iteration 24Q: 3 clusters Score -1.079885e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199854 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -10798860.000000 Penalty: 3967.233398
	Iteration 25Q: 3 clusters Score -1.079886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199860 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -10798867.000000 Penalty: 3967.233398
	Iteration 26Q: 3 clusters Score -1.079887e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199863 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -10798869.000000 Penalty: 3967.233398
	Iteration 27Q: 3 clusters Score -1.079887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199866 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -10798876.000000 Penalty: 3967.233398
	Iteration 28Q: 3 clusters Score -1.079888e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199871 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10798896.000000 Penalty: 3967.233398
	Iteration 29Q: 3 clusters Score -1.07989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199867 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10798890.000000 Penalty: 3967.233398
	Iteration 30Q: 3 clusters Score -1.079889e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199866 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -10798896.000000 Penalty: 3967.233398
	Iteration 31Q: 3 clusters Score -1.07989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199865 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -10798893.000000 Penalty: 3967.233398
	Iteration 32Q: 3 clusters Score -1.079889e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199865 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -10798893.000000 Penalty: 3967.233398
	Iteration 33F: 3 clusters Score -1.079889e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Entering Unmasked Estep 
Score: -72416.390625 Penalty: 1208.832886
	Iteration 0F: 2 clusters Score -72416.39 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 856 members 
Entering Unmasked Estep 
Score: -70530.039062 Penalty: 2417.665771
	Iteration 0F: 3 clusters Score -70530.04 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -71169.828125 Penalty: 2417.665771
	Iteration 1F: 3 clusters Score -71169.83 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -71528.671875 Penalty: 2417.665771
	Iteration 2F: 3 clusters Score -71528.67 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -71899.062500 Penalty: 2417.665771
	Iteration 3F: 3 clusters Score -71899.06 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -72194.093750 Penalty: 2417.665771
	Iteration 4F: 3 clusters Score -72194.09 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -72324.117188 Penalty: 2417.665771
	Iteration 5Q: 3 clusters Score -72324.12 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -72392.578125 Penalty: 2417.665771
	Iteration 6Q: 3 clusters Score -72392.58 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -72447.039062 Penalty: 2417.665771
	Iteration 7Q: 3 clusters Score -72447.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -72484.960938 Penalty: 2417.665771
	Iteration 8Q: 3 clusters Score -72484.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -72501.320312 Penalty: 2417.665771
	Iteration 9Q: 3 clusters Score -72501.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -72506.828125 Penalty: 2417.665771
	Iteration 10Q: 3 clusters Score -72506.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -72511.296875 Penalty: 2417.665771
	Iteration 11Q: 3 clusters Score -72511.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -72516.257812 Penalty: 2417.665771
	Iteration 12Q: 3 clusters Score -72516.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -72522.687500 Penalty: 2417.665771
	Iteration 13Q: 3 clusters Score -72522.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -72524.820312 Penalty: 2417.665771
	Iteration 14Q: 3 clusters Score -72524.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -72525.125000 Penalty: 2417.665771
	Iteration 15Q: 3 clusters Score -72525.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -72525.125000 Penalty: 2417.665771
	Iteration 16F: 3 clusters Score -72525.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 89174 members 
Mstep: Class 3 contains 5058 members 
Mstep: Class 4 contains 6524 members 
Mstep: Class 5 contains 5508 members 
Mstep: Class 6 contains 17606 members 
Mstep: Class 7 contains 9560 members 
Mstep: Class 8 contains 62393 members 
Mstep: Class 9 contains 7115 members 
Mstep: Class 10 contains 100778 members 
Mstep: Class 11 contains 28336 members 
Mstep: Class 12 contains 3441 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 8572 members 
Mstep: Class 15 contains 9257 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 80063 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 8566 members 
Mstep: Class 20 contains 12358 members 
Mstep: Class 21 contains 200160 members 
Mstep: Class 22 contains 646 members 
Mstep: Class 23 contains 21445 members 
Mstep: Class 24 contains 7874 members 
Mstep: Class 25 contains 3759 members 
Mstep: Class 26 contains 1055 members 
Entering Unmasked Estep 
Score: -35928932.000000 Penalty: 56928.328125
Splitting cluster 22 changes total score from -35929580.000000 to -35928932.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (21445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Entering Unmasked Estep 
Score: -1084453.875000 Penalty: 1620.652588
	Iteration 0F: 2 clusters Score -1084454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1069765.375000 Penalty: 3241.305176
	Iteration 0F: 3 clusters Score -1069765 nChanged 9825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1075113.875000 Penalty: 3241.305176
	Iteration 1F: 3 clusters Score -1075114 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1075561.500000 Penalty: 3241.305176
	Iteration 2F: 3 clusters Score -1075562 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1076061.750000 Penalty: 3241.305176
	Iteration 3Q: 3 clusters Score -1076062 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1076660.250000 Penalty: 3241.305176
	Iteration 4F: 3 clusters Score -1076660 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1077405.000000 Penalty: 3241.305176
	Iteration 5F: 3 clusters Score -1077405 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1078221.750000 Penalty: 3241.305176
	Iteration 6F: 3 clusters Score -1078222 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1078980.250000 Penalty: 3241.305176
	Iteration 7F: 3 clusters Score -1078980 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1079597.625000 Penalty: 3241.305176
	Iteration 8F: 3 clusters Score -1079598 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1080147.000000 Penalty: 3241.305176
	Iteration 9Q: 3 clusters Score -1080147 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1080575.250000 Penalty: 3241.305176
	Iteration 10Q: 3 clusters Score -1080575 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1080977.000000 Penalty: 3241.305176
	Iteration 11Q: 3 clusters Score -1080977 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1081369.875000 Penalty: 3241.305176
	Iteration 12Q: 3 clusters Score -1081370 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1081754.625000 Penalty: 3241.305176
	Iteration 13Q: 3 clusters Score -1081755 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -1082116.500000 Penalty: 3241.305176
	Iteration 14Q: 3 clusters Score -1082116 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -1082446.250000 Penalty: 3241.305176
	Iteration 15Q: 3 clusters Score -1082446 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -1082785.000000 Penalty: 3241.305176
	Iteration 16Q: 3 clusters Score -1082785 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -1083118.000000 Penalty: 3241.305176
	Iteration 17Q: 3 clusters Score -1083118 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -1083326.500000 Penalty: 3241.305176
	Iteration 18Q: 3 clusters Score -1083326 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1083450.250000 Penalty: 3241.305176
	Iteration 19Q: 3 clusters Score -1083450 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -1083511.750000 Penalty: 3241.305176
	Iteration 20F: 3 clusters Score -1083512 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -1083548.500000 Penalty: 3241.305176
	Iteration 21Q: 3 clusters Score -1083548 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1083572.750000 Penalty: 3241.305176
	Iteration 22Q: 3 clusters Score -1083573 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -1083593.500000 Penalty: 3241.305176
	Iteration 23Q: 3 clusters Score -1083594 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -1083609.500000 Penalty: 3241.305176
	Iteration 24Q: 3 clusters Score -1083610 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -1083624.375000 Penalty: 3241.305176
	Iteration 25Q: 3 clusters Score -1083624 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1083632.875000 Penalty: 3241.305176
	Iteration 26Q: 3 clusters Score -1083633 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -1083642.125000 Penalty: 3241.305176
	Iteration 27Q: 3 clusters Score -1083642 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -1083657.625000 Penalty: 3241.305176
	Iteration 28Q: 3 clusters Score -1083658 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1083666.750000 Penalty: 3241.305176
	Iteration 29Q: 3 clusters Score -1083667 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -1083675.000000 Penalty: 3241.305176
	Iteration 30Q: 3 clusters Score -1083675 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1083687.500000 Penalty: 3241.305176
	Iteration 31Q: 3 clusters Score -1083688 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -1083689.375000 Penalty: 3241.305176
	Iteration 32Q: 3 clusters Score -1083689 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1083699.250000 Penalty: 3241.305176
	Iteration 33Q: 3 clusters Score -1083699 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1083706.500000 Penalty: 3241.305176
	Iteration 34Q: 3 clusters Score -1083706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1083706.875000 Penalty: 3241.305176
	Iteration 35Q: 3 clusters Score -1083707 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1083714.375000 Penalty: 3241.305176
	Iteration 36Q: 3 clusters Score -1083714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -1083717.625000 Penalty: 3241.305176
	Iteration 37Q: 3 clusters Score -1083718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -1083714.625000 Penalty: 3241.305176
	Iteration 38Q: 3 clusters Score -1083715 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1083722.625000 Penalty: 3241.305176
	Iteration 39Q: 3 clusters Score -1083723 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1083727.500000 Penalty: 3241.305176
	Iteration 40F: 3 clusters Score -1083728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1083726.625000 Penalty: 3241.305176
	Iteration 41Q: 3 clusters Score -1083727 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1083734.125000 Penalty: 3241.305176
	Iteration 42Q: 3 clusters Score -1083734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -1083741.000000 Penalty: 3241.305176
	Iteration 43Q: 3 clusters Score -1083741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -1083747.000000 Penalty: 3241.305176
	Iteration 44Q: 3 clusters Score -1083747 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1083748.250000 Penalty: 3241.305176
	Iteration 45Q: 3 clusters Score -1083748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -1083749.375000 Penalty: 3241.305176
	Iteration 46Q: 3 clusters Score -1083749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1083757.500000 Penalty: 3241.305176
	Iteration 47Q: 3 clusters Score -1083758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1083758.750000 Penalty: 3241.305176
	Iteration 48Q: 3 clusters Score -1083759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -1083760.250000 Penalty: 3241.305176
	Iteration 49Q: 3 clusters Score -1083760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1083760.750000 Penalty: 3241.305176
	Iteration 50Q: 3 clusters Score -1083761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1083762.250000 Penalty: 3241.305176
	Iteration 51Q: 3 clusters Score -1083762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1083761.875000 Penalty: 3241.305176
	Iteration 52Q: 3 clusters Score -1083762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1083761.500000 Penalty: 3241.305176
	Iteration 53Q: 3 clusters Score -1083762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -1083763.375000 Penalty: 3241.305176
	Iteration 54Q: 3 clusters Score -1083763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1083764.125000 Penalty: 3241.305176
	Iteration 55Q: 3 clusters Score -1083764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1083766.750000 Penalty: 3241.305176
	Iteration 56Q: 3 clusters Score -1083767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1083768.750000 Penalty: 3241.305176
	Iteration 57Q: 3 clusters Score -1083769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1083772.375000 Penalty: 3241.305176
	Iteration 58Q: 3 clusters Score -1083772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1083773.375000 Penalty: 3241.305176
	Iteration 59Q: 3 clusters Score -1083773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1083774.125000 Penalty: 3241.305176
	Iteration 60F: 3 clusters Score -1083774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1083779.875000 Penalty: 3241.305176
	Iteration 61Q: 3 clusters Score -1083780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1083783.375000 Penalty: 3241.305176
	Iteration 62Q: 3 clusters Score -1083783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -1083781.625000 Penalty: 3241.305176
	Iteration 63Q: 3 clusters Score -1083782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -1083779.500000 Penalty: 3241.305176
	Iteration 64Q: 3 clusters Score -1083780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -1083785.000000 Penalty: 3241.305176
	Iteration 65Q: 3 clusters Score -1083785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1083784.250000 Penalty: 3241.305176
	Iteration 66Q: 3 clusters Score -1083784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1083785.500000 Penalty: 3241.305176
	Iteration 67Q: 3 clusters Score -1083786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1083783.250000 Penalty: 3241.305176
	Iteration 68Q: 3 clusters Score -1083783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -1083784.875000 Penalty: 3241.305176
	Iteration 69Q: 3 clusters Score -1083785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1083783.375000 Penalty: 3241.305176
	Iteration 70Q: 3 clusters Score -1083783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -1083785.875000 Penalty: 3241.305176
	Iteration 71Q: 3 clusters Score -1083786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1083782.375000 Penalty: 3241.305176
	Iteration 72Q: 3 clusters Score -1083782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1083787.250000 Penalty: 3241.305176
	Iteration 73Q: 3 clusters Score -1083787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1083789.125000 Penalty: 3241.305176
	Iteration 74Q: 3 clusters Score -1083789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -1083786.750000 Penalty: 3241.305176
	Iteration 75Q: 3 clusters Score -1083787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1083785.375000 Penalty: 3241.305176
	Iteration 76Q: 3 clusters Score -1083785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -1083786.500000 Penalty: 3241.305176
	Iteration 77Q: 3 clusters Score -1083786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -1083787.375000 Penalty: 3241.305176
	Iteration 78Q: 3 clusters Score -1083787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1083787.000000 Penalty: 3241.305176
	Iteration 79Q: 3 clusters Score -1083787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1083787.875000 Penalty: 3241.305176
	Iteration 80F: 3 clusters Score -1083788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1083788.000000 Penalty: 3241.305176
	Iteration 81Q: 3 clusters Score -1083788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1083786.625000 Penalty: 3241.305176
	Iteration 82Q: 3 clusters Score -1083787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1083787.500000 Penalty: 3241.305176
	Iteration 83Q: 3 clusters Score -1083788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -1083787.875000 Penalty: 3241.305176
	Iteration 84Q: 3 clusters Score -1083788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1083783.500000 Penalty: 3241.305176
	Iteration 85Q: 3 clusters Score -1083784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -1083785.750000 Penalty: 3241.305176
	Iteration 86Q: 3 clusters Score -1083786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1083787.500000 Penalty: 3241.305176
	Iteration 87Q: 3 clusters Score -1083788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1083787.875000 Penalty: 3241.305176
	Iteration 88Q: 3 clusters Score -1083788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -1083787.625000 Penalty: 3241.305176
	Iteration 89Q: 3 clusters Score -1083788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -1083791.125000 Penalty: 3241.305176
	Iteration 90Q: 3 clusters Score -1083791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1083793.125000 Penalty: 3241.305176
	Iteration 91Q: 3 clusters Score -1083793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1083792.875000 Penalty: 3241.305176
	Iteration 92Q: 3 clusters Score -1083793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1083792.750000 Penalty: 3241.305176
	Iteration 93Q: 3 clusters Score -1083793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -1083793.250000 Penalty: 3241.305176
	Iteration 94Q: 3 clusters Score -1083793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1083793.875000 Penalty: 3241.305176
	Iteration 95Q: 3 clusters Score -1083794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1083794.250000 Penalty: 3241.305176
	Iteration 96Q: 3 clusters Score -1083794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -1083794.750000 Penalty: 3241.305176
	Iteration 97Q: 3 clusters Score -1083795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1083796.375000 Penalty: 3241.305176
	Iteration 98Q: 3 clusters Score -1083796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -1083796.125000 Penalty: 3241.305176
	Iteration 99Q: 3 clusters Score -1083796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1083797.875000 Penalty: 3241.305176
	Iteration 100F: 3 clusters Score -1083798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1083799.625000 Penalty: 3241.305176
	Iteration 101Q: 3 clusters Score -1083800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1083800.000000 Penalty: 3241.305176
	Iteration 102Q: 3 clusters Score -1083800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1083800.625000 Penalty: 3241.305176
	Iteration 103Q: 3 clusters Score -1083801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -1083800.375000 Penalty: 3241.305176
	Iteration 104Q: 3 clusters Score -1083800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -1083799.875000 Penalty: 3241.305176
	Iteration 105Q: 3 clusters Score -1083800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -1083799.250000 Penalty: 3241.305176
	Iteration 106Q: 3 clusters Score -1083799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1083800.000000 Penalty: 3241.305176
	Iteration 107Q: 3 clusters Score -1083800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1083799.125000 Penalty: 3241.305176
	Iteration 108Q: 3 clusters Score -1083799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1083801.000000 Penalty: 3241.305176
	Iteration 109Q: 3 clusters Score -1083801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -1083801.000000 Penalty: 3241.305176
	Iteration 110F: 3 clusters Score -1083801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -402406.625000 Penalty: 1457.839722
	Iteration 0F: 2 clusters Score -402406.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -396646.093750 Penalty: 2915.679443
	Iteration 0F: 3 clusters Score -396646.1 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -398345.843750 Penalty: 2915.679443
	Iteration 1F: 3 clusters Score -398345.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -398559.531250 Penalty: 2915.679443
	Iteration 2F: 3 clusters Score -398559.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -398743.031250 Penalty: 2915.679443
	Iteration 3F: 3 clusters Score -398743 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -398949.656250 Penalty: 2915.679443
	Iteration 4Q: 3 clusters Score -398949.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -399181.437500 Penalty: 2915.679443
	Iteration 5Q: 3 clusters Score -399181.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -399432.718750 Penalty: 2915.679443
	Iteration 6F: 3 clusters Score -399432.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -399706.343750 Penalty: 2915.679443
	Iteration 7F: 3 clusters Score -399706.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -399976.312500 Penalty: 2915.679443
	Iteration 8F: 3 clusters Score -399976.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -400232.750000 Penalty: 2915.679443
	Iteration 9F: 3 clusters Score -400232.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -400477.062500 Penalty: 2915.679443
	Iteration 10Q: 3 clusters Score -400477.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -400678.781250 Penalty: 2915.679443
	Iteration 11Q: 3 clusters Score -400678.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -400853.562500 Penalty: 2915.679443
	Iteration 12Q: 3 clusters Score -400853.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -400998.250000 Penalty: 2915.679443
	Iteration 13Q: 3 clusters Score -400998.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -401108.781250 Penalty: 2915.679443
	Iteration 14Q: 3 clusters Score -401108.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -401190.156250 Penalty: 2915.679443
	Iteration 15Q: 3 clusters Score -401190.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -401251.156250 Penalty: 2915.679443
	Iteration 16Q: 3 clusters Score -401251.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -401295.031250 Penalty: 2915.679443
	Iteration 17Q: 3 clusters Score -401295 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -401335.156250 Penalty: 2915.679443
	Iteration 18Q: 3 clusters Score -401335.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -401361.718750 Penalty: 2915.679443
	Iteration 19Q: 3 clusters Score -401361.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -401383.781250 Penalty: 2915.679443
	Iteration 20F: 3 clusters Score -401383.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -401404.812500 Penalty: 2915.679443
	Iteration 21Q: 3 clusters Score -401404.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -401418.625000 Penalty: 2915.679443
	Iteration 22Q: 3 clusters Score -401418.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -401430.281250 Penalty: 2915.679443
	Iteration 23Q: 3 clusters Score -401430.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -401449.281250 Penalty: 2915.679443
	Iteration 24Q: 3 clusters Score -401449.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -401466.843750 Penalty: 2915.679443
	Iteration 25Q: 3 clusters Score -401466.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -401486 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -401494.093750 Penalty: 2915.679443
	Iteration 27Q: 3 clusters Score -401494.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -401504.906250 Penalty: 2915.679443
	Iteration 28Q: 3 clusters Score -401504.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -401512.687500 Penalty: 2915.679443
	Iteration 29Q: 3 clusters Score -401512.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -401517.468750 Penalty: 2915.679443
	Iteration 30Q: 3 clusters Score -401517.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -401522.968750 Penalty: 2915.679443
	Iteration 31Q: 3 clusters Score -401523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -401530.437500 Penalty: 2915.679443
	Iteration 32Q: 3 clusters Score -401530.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -401537.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -401543.437500 Penalty: 2915.679443
	Iteration 34Q: 3 clusters Score -401543.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -401547.718750 Penalty: 2915.679443
	Iteration 35Q: 3 clusters Score -401547.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -401552.343750 Penalty: 2915.679443
	Iteration 36Q: 3 clusters Score -401552.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -401553.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -401555.000000 Penalty: 2915.679443
	Iteration 38Q: 3 clusters Score -401555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -401557.343750 Penalty: 2915.679443
	Iteration 39Q: 3 clusters Score -401557.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -401558.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -401559.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -401560.031250 Penalty: 2915.679443
	Iteration 42Q: 3 clusters Score -401560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -401559.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -401559.625000 Penalty: 2915.679443
	Iteration 44F: 3 clusters Score -401559.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 89174 members 
Mstep: Class 3 contains 5058 members 
Mstep: Class 4 contains 6524 members 
Mstep: Class 5 contains 5508 members 
Mstep: Class 6 contains 17606 members 
Mstep: Class 7 contains 9560 members 
Mstep: Class 8 contains 62393 members 
Mstep: Class 9 contains 7115 members 
Mstep: Class 10 contains 100778 members 
Mstep: Class 11 contains 28336 members 
Mstep: Class 12 contains 3441 members 
Mstep: Class 13 contains 6972 members 
Mstep: Class 14 contains 8572 members 
Mstep: Class 15 contains 9257 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 80063 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 8566 members 
Mstep: Class 20 contains 12358 members 
Mstep: Class 21 contains 200160 members 
Mstep: Class 22 contains 1701 members 
Mstep: Class 23 contains 21445 members 
Mstep: Class 24 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 26 clusters Score -3.593062e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 89342 members 
Mstep: Class 3 contains 5058 members 
Mstep: Class 4 contains 6521 members 
Mstep: Class 5 contains 5516 members 
Mstep: Class 6 contains 17608 members 
Mstep: Class 7 contains 9717 members 
Mstep: Class 8 contains 62056 members 
Mstep: Class 9 contains 7310 members 
Mstep: Class 10 contains 100820 members 
Mstep: Class 11 contains 28333 members 
Mstep: Class 12 contains 3436 members 
Mstep: Class 13 contains 6980 members 
Mstep: Class 14 contains 8567 members 
Mstep: Class 15 contains 9258 members 
Mstep: Class 16 contains 5526 members 
Mstep: Class 17 contains 80093 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 8583 members 
Mstep: Class 20 contains 12205 members 
Mstep: Class 21 contains 200145 members 
Mstep: Class 22 contains 1702 members 
Mstep: Class 23 contains 21436 members 
Mstep: Class 24 contains 7875 members 
Mstep: Class 25 contains 3655 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 26 clusters Score -3.593134e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 89512 members 
Mstep: Class 3 contains 5055 members 
Mstep: Class 4 contains 6514 members 
Mstep: Class 5 contains 5526 members 
Mstep: Class 6 contains 17536 members 
Mstep: Class 7 contains 9807 members 
Mstep: Class 8 contains 61782 members 
Mstep: Class 9 contains 7471 members 
Mstep: Class 10 contains 100856 members 
Mstep: Class 11 contains 28333 members 
Mstep: Class 12 contains 3416 members 
Mstep: Class 13 contains 6985 members 
Mstep: Class 14 contains 8568 members 
Mstep: Class 15 contains 9144 members 
Mstep: Class 16 contains 5528 members 
Mstep: Class 17 contains 80108 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8616 members 
Mstep: Class 20 contains 12051 members 
Mstep: Class 21 contains 199751 members 
Mstep: Class 22 contains 1702 members 
Mstep: Class 23 contains 21410 members 
Mstep: Class 24 contains 7875 members 
Mstep: Class 25 contains 4198 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 26 clusters Score -3.593196e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 89681 members 
Mstep: Class 3 contains 5052 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 5539 members 
Mstep: Class 6 contains 17486 members 
Mstep: Class 7 contains 9854 members 
Mstep: Class 8 contains 61574 members 
Mstep: Class 9 contains 7616 members 
Mstep: Class 10 contains 100887 members 
Mstep: Class 11 contains 28331 members 
Mstep: Class 12 contains 3400 members 
Mstep: Class 13 contains 6985 members 
Mstep: Class 14 contains 8565 members 
Mstep: Class 15 contains 9056 members 
Mstep: Class 16 contains 5527 members 
Mstep: Class 17 contains 80113 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8658 members 
Mstep: Class 20 contains 11913 members 
Mstep: Class 21 contains 199365 members 
Mstep: Class 22 contains 1702 members 
Mstep: Class 23 contains 21378 members 
Mstep: Class 24 contains 7876 members 
Mstep: Class 25 contains 4687 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 26 clusters Score -3.593216e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 89854 members 
Mstep: Class 3 contains 5045 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 5555 members 
Mstep: Class 6 contains 17453 members 
Mstep: Class 7 contains 9884 members 
Mstep: Class 8 contains 61399 members 
Mstep: Class 9 contains 7738 members 
Mstep: Class 10 contains 100897 members 
Mstep: Class 11 contains 28328 members 
Mstep: Class 12 contains 3396 members 
Mstep: Class 13 contains 6996 members 
Mstep: Class 14 contains 8564 members 
Mstep: Class 15 contains 8983 members 
Mstep: Class 16 contains 5526 members 
Mstep: Class 17 contains 80121 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8696 members 
Mstep: Class 20 contains 11773 members 
Mstep: Class 21 contains 199011 members 
Mstep: Class 22 contains 1702 members 
Mstep: Class 23 contains 21343 members 
Mstep: Class 24 contains 7877 members 
Mstep: Class 25 contains 5106 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 26 clusters Score -3.593242e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 90022 members 
Mstep: Class 3 contains 5040 members 
Mstep: Class 4 contains 6510 members 
Mstep: Class 5 contains 5575 members 
Mstep: Class 6 contains 17432 members 
Mstep: Class 7 contains 9922 members 
Mstep: Class 8 contains 61270 members 
Mstep: Class 9 contains 7807 members 
Mstep: Class 10 contains 100900 members 
Mstep: Class 11 contains 28321 members 
Mstep: Class 12 contains 3382 members 
Mstep: Class 13 contains 7003 members 
Mstep: Class 14 contains 8565 members 
Mstep: Class 15 contains 8925 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 80116 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8735 members 
Mstep: Class 20 contains 11649 members 
Mstep: Class 21 contains 198723 members 
Mstep: Class 22 contains 1703 members 
Mstep: Class 23 contains 21308 members 
Mstep: Class 24 contains 7878 members 
Mstep: Class 25 contains 5449 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 26 clusters Score -3.593245e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 90193 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 6512 members 
Mstep: Class 5 contains 5592 members 
Mstep: Class 6 contains 17427 members 
Mstep: Class 7 contains 9950 members 
Mstep: Class 8 contains 61185 members 
Mstep: Class 9 contains 7852 members 
Mstep: Class 10 contains 100909 members 
Mstep: Class 11 contains 28315 members 
Mstep: Class 12 contains 3372 members 
Mstep: Class 13 contains 7005 members 
Mstep: Class 14 contains 8567 members 
Mstep: Class 15 contains 8883 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80112 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8761 members 
Mstep: Class 20 contains 11534 members 
Mstep: Class 21 contains 198427 members 
Mstep: Class 22 contains 1703 members 
Mstep: Class 23 contains 21281 members 
Mstep: Class 24 contains 7878 members 
Mstep: Class 25 contains 5751 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 26 clusters Score -3.593251e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 90377 members 
Mstep: Class 3 contains 5033 members 
Mstep: Class 4 contains 6512 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 6 contains 17413 members 
Mstep: Class 7 contains 9969 members 
Mstep: Class 8 contains 61122 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 100905 members 
Mstep: Class 11 contains 28308 members 
Mstep: Class 12 contains 3368 members 
Mstep: Class 13 contains 7015 members 
Mstep: Class 14 contains 8572 members 
Mstep: Class 15 contains 8821 members 
Mstep: Class 16 contains 5523 members 
Mstep: Class 17 contains 80103 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8782 members 
Mstep: Class 20 contains 11414 members 
Mstep: Class 21 contains 198153 members 
Mstep: Class 22 contains 1703 members 
Mstep: Class 23 contains 21272 members 
Mstep: Class 24 contains 7878 members 
Mstep: Class 25 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 26 clusters Score -3.593262e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 90563 members 
Mstep: Class 3 contains 5031 members 
Mstep: Class 4 contains 6512 members 
Mstep: Class 5 contains 5618 members 
Mstep: Class 6 contains 17398 members 
Mstep: Class 7 contains 9992 members 
Mstep: Class 8 contains 61074 members 
Mstep: Class 9 contains 7908 members 
Mstep: Class 10 contains 100909 members 
Mstep: Class 11 contains 28300 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 7018 members 
Mstep: Class 14 contains 8576 members 
Mstep: Class 15 contains 8760 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80099 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8802 members 
Mstep: Class 20 contains 11273 members 
Mstep: Class 21 contains 197937 members 
Mstep: Class 22 contains 1703 members 
Mstep: Class 23 contains 21263 members 
Mstep: Class 24 contains 7878 members 
Mstep: Class 25 contains 6278 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 26 clusters Score -3.593264e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 90724 members 
Mstep: Class 3 contains 5024 members 
Mstep: Class 4 contains 6512 members 
Mstep: Class 5 contains 5637 members 
Mstep: Class 6 contains 17382 members 
Mstep: Class 7 contains 10001 members 
Mstep: Class 8 contains 61040 members 
Mstep: Class 9 contains 7924 members 
Mstep: Class 10 contains 100900 members 
Mstep: Class 11 contains 28294 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 7027 members 
Mstep: Class 14 contains 8580 members 
Mstep: Class 15 contains 8717 members 
Mstep: Class 16 contains 5521 members 
Mstep: Class 17 contains 80106 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8821 members 
Mstep: Class 20 contains 11153 members 
Mstep: Class 21 contains 197751 members 
Mstep: Class 22 contains 1703 members 
Mstep: Class 23 contains 21250 members 
Mstep: Class 24 contains 7878 members 
Mstep: Class 25 contains 6471 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 26 clusters Score -3.593266e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 90870 members 
Mstep: Class 3 contains 5024 members 
Mstep: Class 4 contains 6509 members 
Mstep: Class 5 contains 5665 members 
Mstep: Class 6 contains 17372 members 
Mstep: Class 7 contains 10011 members 
Mstep: Class 8 contains 61007 members 
Mstep: Class 9 contains 7927 members 
Mstep: Class 10 contains 100879 members 
Mstep: Class 11 contains 28292 members 
Mstep: Class 12 contains 3367 members 
Mstep: Class 13 contains 7034 members 
Mstep: Class 14 contains 8580 members 
Mstep: Class 15 contains 8699 members 
Mstep: Class 16 contains 5521 members 
Mstep: Class 17 contains 80102 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8839 members 
Mstep: Class 20 contains 11039 members 
Mstep: Class 21 contains 197619 members 
Mstep: Class 22 contains 1704 members 
Mstep: Class 23 contains 21231 members 
Mstep: Class 24 contains 7879 members 
Mstep: Class 25 contains 6612 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 129Q: 26 clusters Score -3.59326e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 91003 members 
Mstep: Class 3 contains 5023 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 5689 members 
Mstep: Class 6 contains 17369 members 
Mstep: Class 7 contains 10015 members 
Mstep: Class 8 contains 60982 members 
Mstep: Class 9 contains 7929 members 
Mstep: Class 10 contains 100859 members 
Mstep: Class 11 contains 28291 members 
Mstep: Class 12 contains 3368 members 
Mstep: Class 13 contains 7036 members 
Mstep: Class 14 contains 8580 members 
Mstep: Class 15 contains 8678 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80091 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8853 members 
Mstep: Class 20 contains 10933 members 
Mstep: Class 21 contains 197495 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 21214 members 
Mstep: Class 24 contains 7879 members 
Mstep: Class 25 contains 6764 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 26 clusters Score -3.593266e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 91131 members 
Mstep: Class 3 contains 5017 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 5707 members 
Mstep: Class 6 contains 17365 members 
Mstep: Class 7 contains 10015 members 
Mstep: Class 8 contains 60960 members 
Mstep: Class 9 contains 7933 members 
Mstep: Class 10 contains 100818 members 
Mstep: Class 11 contains 28289 members 
Mstep: Class 12 contains 3366 members 
Mstep: Class 13 contains 7041 members 
Mstep: Class 14 contains 8581 members 
Mstep: Class 15 contains 8672 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80088 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8866 members 
Mstep: Class 20 contains 10833 members 
Mstep: Class 21 contains 197396 members 
Mstep: Class 22 contains 1706 members 
Mstep: Class 23 contains 21198 members 
Mstep: Class 24 contains 7879 members 
Mstep: Class 25 contains 6903 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 26 clusters Score -3.593271e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 91261 members 
Mstep: Class 3 contains 5010 members 
Mstep: Class 4 contains 6504 members 
Mstep: Class 5 contains 5727 members 
Mstep: Class 6 contains 17352 members 
Mstep: Class 7 contains 10018 members 
Mstep: Class 8 contains 60946 members 
Mstep: Class 9 contains 7931 members 
Mstep: Class 10 contains 100775 members 
Mstep: Class 11 contains 28284 members 
Mstep: Class 12 contains 3367 members 
Mstep: Class 13 contains 7049 members 
Mstep: Class 14 contains 8584 members 
Mstep: Class 15 contains 8664 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80079 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8878 members 
Mstep: Class 20 contains 10734 members 
Mstep: Class 21 contains 197315 members 
Mstep: Class 22 contains 1706 members 
Mstep: Class 23 contains 21180 members 
Mstep: Class 24 contains 7879 members 
Mstep: Class 25 contains 7028 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 26 clusters Score -3.59328e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 91383 members 
Mstep: Class 3 contains 5004 members 
Mstep: Class 4 contains 6503 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 17347 members 
Mstep: Class 7 contains 10022 members 
Mstep: Class 8 contains 60932 members 
Mstep: Class 9 contains 7929 members 
Mstep: Class 10 contains 100732 members 
Mstep: Class 11 contains 28281 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 7054 members 
Mstep: Class 14 contains 8586 members 
Mstep: Class 15 contains 8654 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 80067 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8890 members 
Mstep: Class 20 contains 10645 members 
Mstep: Class 21 contains 197253 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 21173 members 
Mstep: Class 24 contains 7879 members 
Mstep: Class 25 contains 7123 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 26 clusters Score -3.593282e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 91488 members 
Mstep: Class 3 contains 5006 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 5758 members 
Mstep: Class 6 contains 17333 members 
Mstep: Class 7 contains 10018 members 
Mstep: Class 8 contains 60923 members 
Mstep: Class 9 contains 7928 members 
Mstep: Class 10 contains 100701 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3368 members 
Mstep: Class 13 contains 7057 members 
Mstep: Class 14 contains 8585 members 
Mstep: Class 15 contains 8647 members 
Mstep: Class 16 contains 5521 members 
Mstep: Class 17 contains 80067 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8901 members 
Mstep: Class 20 contains 10554 members 
Mstep: Class 21 contains 197209 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 21163 members 
Mstep: Class 24 contains 7879 members 
Mstep: Class 25 contains 7207 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 26 clusters Score -3.59328e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 91579 members 
Mstep: Class 3 contains 5004 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 5772 members 
Mstep: Class 6 contains 17321 members 
Mstep: Class 7 contains 10023 members 
Mstep: Class 8 contains 60911 members 
Mstep: Class 9 contains 7925 members 
Mstep: Class 10 contains 100678 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3368 members 
Mstep: Class 13 contains 7064 members 
Mstep: Class 14 contains 8585 members 
Mstep: Class 15 contains 8641 members 
Mstep: Class 16 contains 5520 members 
Mstep: Class 17 contains 80073 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8907 members 
Mstep: Class 20 contains 10470 members 
Mstep: Class 21 contains 197164 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 21150 members 
Mstep: Class 24 contains 7879 members 
Mstep: Class 25 contains 7282 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 26 clusters Score -3.593281e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 91662 members 
Mstep: Class 3 contains 5004 members 
Mstep: Class 4 contains 6503 members 
Mstep: Class 5 contains 5778 members 
Mstep: Class 6 contains 17300 members 
Mstep: Class 7 contains 10019 members 
Mstep: Class 8 contains 60903 members 
Mstep: Class 9 contains 7925 members 
Mstep: Class 10 contains 100657 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 7071 members 
Mstep: Class 14 contains 8584 members 
Mstep: Class 15 contains 8643 members 
Mstep: Class 16 contains 5519 members 
Mstep: Class 17 contains 80074 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8915 members 
Mstep: Class 20 contains 10402 members 
Mstep: Class 21 contains 197123 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 21149 members 
Mstep: Class 24 contains 7879 members 
Mstep: Class 25 contains 7348 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 26 clusters Score -3.593282e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 91734 members 
Mstep: Class 3 contains 4999 members 
Mstep: Class 4 contains 6503 members 
Mstep: Class 5 contains 5783 members 
Mstep: Class 6 contains 17302 members 
Mstep: Class 7 contains 10023 members 
Mstep: Class 8 contains 60895 members 
Mstep: Class 9 contains 7920 members 
Mstep: Class 10 contains 100627 members 
Mstep: Class 11 contains 28274 members 
Mstep: Class 12 contains 3363 members 
Mstep: Class 13 contains 7075 members 
Mstep: Class 14 contains 8584 members 
Mstep: Class 15 contains 8638 members 
Mstep: Class 16 contains 5519 members 
Mstep: Class 17 contains 80073 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8922 members 
Mstep: Class 20 contains 10359 members 
Mstep: Class 21 contains 197093 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 21129 members 
Mstep: Class 24 contains 7879 members 
Mstep: Class 25 contains 7405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932816.000000 Penalty: 54738.777344
Iteration 137Q: 26 clusters Score -3.593282e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 91802 members 
Mstep: Class 3 contains 4996 members 
Mstep: Class 4 contains 6504 members 
Mstep: Class 5 contains 5792 members 
Mstep: Class 6 contains 17305 members 
Mstep: Class 7 contains 10027 members 
Mstep: Class 8 contains 60889 members 
Mstep: Class 9 contains 7914 members 
Mstep: Class 10 contains 100603 members 
Mstep: Class 11 contains 28273 members 
Mstep: Class 12 contains 3361 members 
Mstep: Class 13 contains 7074 members 
Mstep: Class 14 contains 8584 members 
Mstep: Class 15 contains 8631 members 
Mstep: Class 16 contains 5519 members 
Mstep: Class 17 contains 80074 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8924 members 
Mstep: Class 20 contains 10314 members 
Mstep: Class 21 contains 197056 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 21110 members 
Mstep: Class 24 contains 7879 members 
Mstep: Class 25 contains 7471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932816.000000 Penalty: 54738.777344
Iteration 138Q: 26 clusters Score -3.593282e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 91858 members 
Mstep: Class 3 contains 4996 members 
Mstep: Class 4 contains 6504 members 
Mstep: Class 5 contains 5799 members 
Mstep: Class 6 contains 17298 members 
Mstep: Class 7 contains 10028 members 
Mstep: Class 8 contains 60884 members 
Mstep: Class 9 contains 7913 members 
Mstep: Class 10 contains 100583 members 
Mstep: Class 11 contains 28273 members 
Mstep: Class 12 contains 3360 members 
Mstep: Class 13 contains 7080 members 
Mstep: Class 14 contains 8582 members 
Mstep: Class 15 contains 8627 members 
Mstep: Class 16 contains 5519 members 
Mstep: Class 17 contains 80080 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8927 members 
Mstep: Class 20 contains 10272 members 
Mstep: Class 21 contains 197022 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 21085 members 
Mstep: Class 24 contains 7880 members 
Mstep: Class 25 contains 7533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932780.000000 Penalty: 54738.777344
Iteration 139Q: 26 clusters Score -3.593278e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 91911 members 
Mstep: Class 3 contains 4996 members 
Mstep: Class 4 contains 6504 members 
Mstep: Class 5 contains 5804 members 
Mstep: Class 6 contains 17297 members 
Mstep: Class 7 contains 10027 members 
Mstep: Class 8 contains 60880 members 
Mstep: Class 9 contains 7906 members 
Mstep: Class 10 contains 100573 members 
Mstep: Class 11 contains 28272 members 
Mstep: Class 12 contains 3360 members 
Mstep: Class 13 contains 7082 members 
Mstep: Class 14 contains 8587 members 
Mstep: Class 15 contains 8621 members 
Mstep: Class 16 contains 5519 members 
Mstep: Class 17 contains 80099 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8931 members 
Mstep: Class 20 contains 10225 members 
Mstep: Class 21 contains 196991 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 21061 members 
Mstep: Class 24 contains 7880 members 
Mstep: Class 25 contains 7577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932804.000000 Penalty: 54738.777344
Iteration 140F: 26 clusters Score -3.59328e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 91969 members 
Mstep: Class 3 contains 4997 members 
Mstep: Class 4 contains 6504 members 
Mstep: Class 5 contains 5811 members 
Mstep: Class 6 contains 17292 members 
Mstep: Class 7 contains 10028 members 
Mstep: Class 8 contains 60874 members 
Mstep: Class 9 contains 7901 members 
Mstep: Class 10 contains 100551 members 
Mstep: Class 11 contains 28271 members 
Mstep: Class 12 contains 3356 members 
Mstep: Class 13 contains 7080 members 
Mstep: Class 14 contains 8586 members 
Mstep: Class 15 contains 8614 members 
Mstep: Class 16 contains 5519 members 
Mstep: Class 17 contains 80109 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8932 members 
Mstep: Class 20 contains 10181 members 
Mstep: Class 21 contains 196968 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 21049 members 
Mstep: Class 24 contains 7879 members 
Mstep: Class 25 contains 7631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932880.000000 Penalty: 54738.777344
Iteration 141Q: 26 clusters Score -3.593288e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 92024 members 
Mstep: Class 3 contains 4996 members 
Mstep: Class 4 contains 6505 members 
Mstep: Class 5 contains 5815 members 
Mstep: Class 6 contains 17284 members 
Mstep: Class 7 contains 10027 members 
Mstep: Class 8 contains 60870 members 
Mstep: Class 9 contains 7901 members 
Mstep: Class 10 contains 100542 members 
Mstep: Class 11 contains 28271 members 
Mstep: Class 12 contains 3356 members 
Mstep: Class 13 contains 7081 members 
Mstep: Class 14 contains 8589 members 
Mstep: Class 15 contains 8608 members 
Mstep: Class 16 contains 5519 members 
Mstep: Class 17 contains 80115 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8932 members 
Mstep: Class 20 contains 10135 members 
Mstep: Class 21 contains 196945 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 21036 members 
Mstep: Class 24 contains 7879 members 
Mstep: Class 25 contains 7672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932860.000000 Penalty: 54738.777344
Iteration 142Q: 26 clusters Score -3.593286e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 92078 members 
Mstep: Class 3 contains 4996 members 
Mstep: Class 4 contains 6505 members 
Mstep: Class 5 contains 5817 members 
Mstep: Class 6 contains 17277 members 
Mstep: Class 7 contains 10024 members 
Mstep: Class 8 contains 60865 members 
Mstep: Class 9 contains 7902 members 
Mstep: Class 10 contains 100521 members 
Mstep: Class 11 contains 28272 members 
Mstep: Class 12 contains 3355 members 
Mstep: Class 13 contains 7081 members 
Mstep: Class 14 contains 8593 members 
Mstep: Class 15 contains 8599 members 
Mstep: Class 16 contains 5519 members 
Mstep: Class 17 contains 80123 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8932 members 
Mstep: Class 20 contains 10094 members 
Mstep: Class 21 contains 196931 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 21027 members 
Mstep: Class 24 contains 7879 members 
Mstep: Class 25 contains 7712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932876.000000 Penalty: 54738.777344
Iteration 143Q: 26 clusters Score -3.593288e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 92137 members 
Mstep: Class 3 contains 4998 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 17268 members 
Mstep: Class 7 contains 10019 members 
Mstep: Class 8 contains 60862 members 
Mstep: Class 9 contains 7902 members 
Mstep: Class 10 contains 100508 members 
Mstep: Class 11 contains 28272 members 
Mstep: Class 12 contains 3357 members 
Mstep: Class 13 contains 7081 members 
Mstep: Class 14 contains 8594 members 
Mstep: Class 15 contains 8589 members 
Mstep: Class 16 contains 5518 members 
Mstep: Class 17 contains 80135 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8932 members 
Mstep: Class 20 contains 10043 members 
Mstep: Class 21 contains 196901 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 21032 members 
Mstep: Class 24 contains 7879 members 
Mstep: Class 25 contains 7751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932812.000000 Penalty: 54738.777344
Iteration 144Q: 26 clusters Score -3.593281e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 92194 members 
Mstep: Class 3 contains 4997 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 5827 members 
Mstep: Class 6 contains 17270 members 
Mstep: Class 7 contains 10020 members 
Mstep: Class 8 contains 60856 members 
Mstep: Class 9 contains 7901 members 
Mstep: Class 10 contains 100493 members 
Mstep: Class 11 contains 28273 members 
Mstep: Class 12 contains 3356 members 
Mstep: Class 13 contains 7081 members 
Mstep: Class 14 contains 8595 members 
Mstep: Class 15 contains 8584 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80139 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 9993 members 
Mstep: Class 21 contains 196889 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 21027 members 
Mstep: Class 24 contains 7880 members 
Mstep: Class 25 contains 7774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932788.000000 Penalty: 54738.777344
Iteration 145Q: 26 clusters Score -3.593279e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 92261 members 
Mstep: Class 3 contains 4997 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 5832 members 
Mstep: Class 6 contains 17268 members 
Mstep: Class 7 contains 10022 members 
Mstep: Class 8 contains 60852 members 
Mstep: Class 9 contains 7898 members 
Mstep: Class 10 contains 100480 members 
Mstep: Class 11 contains 28274 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 7083 members 
Mstep: Class 14 contains 8596 members 
Mstep: Class 15 contains 8577 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80139 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 9939 members 
Mstep: Class 21 contains 196888 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 21017 members 
Mstep: Class 24 contains 7880 members 
Mstep: Class 25 contains 7796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932812.000000 Penalty: 54738.777344
Iteration 146Q: 26 clusters Score -3.593281e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 92323 members 
Mstep: Class 3 contains 4996 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 5838 members 
Mstep: Class 6 contains 17267 members 
Mstep: Class 7 contains 10023 members 
Mstep: Class 8 contains 60849 members 
Mstep: Class 9 contains 7897 members 
Mstep: Class 10 contains 100462 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 7084 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 8577 members 
Mstep: Class 16 contains 5514 members 
Mstep: Class 17 contains 80134 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 9900 members 
Mstep: Class 21 contains 196875 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 21002 members 
Mstep: Class 24 contains 7880 members 
Mstep: Class 25 contains 7818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932840.000000 Penalty: 54738.777344
Iteration 147Q: 26 clusters Score -3.593284e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 92372 members 
Mstep: Class 3 contains 4995 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 5842 members 
Mstep: Class 6 contains 17263 members 
Mstep: Class 7 contains 10025 members 
Mstep: Class 8 contains 60846 members 
Mstep: Class 9 contains 7895 members 
Mstep: Class 10 contains 100447 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 7086 members 
Mstep: Class 14 contains 8604 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 5514 members 
Mstep: Class 17 contains 80131 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 9865 members 
Mstep: Class 21 contains 196866 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 20995 members 
Mstep: Class 24 contains 7880 members 
Mstep: Class 25 contains 7835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932740.000000 Penalty: 54738.777344
Iteration 148Q: 26 clusters Score -3.593274e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 92413 members 
Mstep: Class 3 contains 4996 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 5847 members 
Mstep: Class 6 contains 17258 members 
Mstep: Class 7 contains 10027 members 
Mstep: Class 8 contains 60846 members 
Mstep: Class 9 contains 7894 members 
Mstep: Class 10 contains 100441 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 7083 members 
Mstep: Class 14 contains 8606 members 
Mstep: Class 15 contains 8581 members 
Mstep: Class 16 contains 5514 members 
Mstep: Class 17 contains 80129 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 9832 members 
Mstep: Class 21 contains 196857 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 20989 members 
Mstep: Class 24 contains 7880 members 
Mstep: Class 25 contains 7848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932796.000000 Penalty: 54738.777344
Iteration 149Q: 26 clusters Score -3.59328e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 92449 members 
Mstep: Class 3 contains 4996 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 5852 members 
Mstep: Class 6 contains 17260 members 
Mstep: Class 7 contains 10026 members 
Mstep: Class 8 contains 60846 members 
Mstep: Class 9 contains 7894 members 
Mstep: Class 10 contains 100429 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 7082 members 
Mstep: Class 14 contains 8607 members 
Mstep: Class 15 contains 8581 members 
Mstep: Class 16 contains 5514 members 
Mstep: Class 17 contains 80125 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 9808 members 
Mstep: Class 21 contains 196849 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 20981 members 
Mstep: Class 24 contains 7880 members 
Mstep: Class 25 contains 7863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932808.000000 Penalty: 54738.777344
Iteration 150Q: 26 clusters Score -3.593281e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 92481 members 
Mstep: Class 3 contains 4995 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 5858 members 
Mstep: Class 6 contains 17263 members 
Mstep: Class 7 contains 10025 members 
Mstep: Class 8 contains 60846 members 
Mstep: Class 9 contains 7894 members 
Mstep: Class 10 contains 100418 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3351 members 
Mstep: Class 13 contains 7083 members 
Mstep: Class 14 contains 8604 members 
Mstep: Class 15 contains 8582 members 
Mstep: Class 16 contains 5514 members 
Mstep: Class 17 contains 80124 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 9790 members 
Mstep: Class 21 contains 196848 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 20967 members 
Mstep: Class 24 contains 7880 members 
Mstep: Class 25 contains 7871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932828.000000 Penalty: 54738.777344
Iteration 151Q: 26 clusters Score -3.593283e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 92514 members 
Mstep: Class 3 contains 4998 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 5863 members 
Mstep: Class 6 contains 17262 members 
Mstep: Class 7 contains 10024 members 
Mstep: Class 8 contains 60847 members 
Mstep: Class 9 contains 7895 members 
Mstep: Class 10 contains 100406 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3351 members 
Mstep: Class 13 contains 7086 members 
Mstep: Class 14 contains 8607 members 
Mstep: Class 15 contains 8580 members 
Mstep: Class 16 contains 5514 members 
Mstep: Class 17 contains 80130 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 9763 members 
Mstep: Class 21 contains 196841 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 20948 members 
Mstep: Class 24 contains 7880 members 
Mstep: Class 25 contains 7887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932836.000000 Penalty: 54738.777344
Iteration 152Q: 26 clusters Score -3.593284e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 92545 members 
Mstep: Class 3 contains 4996 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 5871 members 
Mstep: Class 6 contains 17256 members 
Mstep: Class 7 contains 10025 members 
Mstep: Class 8 contains 60847 members 
Mstep: Class 9 contains 7894 members 
Mstep: Class 10 contains 100397 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3350 members 
Mstep: Class 13 contains 7086 members 
Mstep: Class 14 contains 8608 members 
Mstep: Class 15 contains 8580 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80134 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 9741 members 
Mstep: Class 21 contains 196836 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 20934 members 
Mstep: Class 24 contains 7880 members 
Mstep: Class 25 contains 7901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932852.000000 Penalty: 54738.777344
Iteration 153Q: 26 clusters Score -3.593285e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 92572 members 
Mstep: Class 3 contains 4995 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 5876 members 
Mstep: Class 6 contains 17257 members 
Mstep: Class 7 contains 10027 members 
Mstep: Class 8 contains 60847 members 
Mstep: Class 9 contains 7895 members 
Mstep: Class 10 contains 100395 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3350 members 
Mstep: Class 13 contains 7086 members 
Mstep: Class 14 contains 8611 members 
Mstep: Class 15 contains 8576 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80143 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 9716 members 
Mstep: Class 21 contains 196834 members 
Mstep: Class 22 contains 1706 members 
Mstep: Class 23 contains 20915 members 
Mstep: Class 24 contains 7880 members 
Mstep: Class 25 contains 7907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932816.000000 Penalty: 54738.777344
Iteration 154Q: 26 clusters Score -3.593282e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 92601 members 
Mstep: Class 3 contains 4994 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 5874 members 
Mstep: Class 6 contains 17260 members 
Mstep: Class 7 contains 10026 members 
Mstep: Class 8 contains 60847 members 
Mstep: Class 9 contains 7894 members 
Mstep: Class 10 contains 100388 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3350 members 
Mstep: Class 13 contains 7086 members 
Mstep: Class 14 contains 8613 members 
Mstep: Class 15 contains 8580 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80145 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 9698 members 
Mstep: Class 21 contains 196822 members 
Mstep: Class 22 contains 1710 members 
Mstep: Class 23 contains 20900 members 
Mstep: Class 24 contains 7880 members 
Mstep: Class 25 contains 7920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932852.000000 Penalty: 54738.777344
Iteration 155Q: 26 clusters Score -3.593285e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 92638 members 
Mstep: Class 3 contains 4994 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 5878 members 
Mstep: Class 6 contains 17266 members 
Mstep: Class 7 contains 10026 members 
Mstep: Class 8 contains 60847 members 
Mstep: Class 9 contains 7894 members 
Mstep: Class 10 contains 100384 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 7089 members 
Mstep: Class 14 contains 8612 members 
Mstep: Class 15 contains 8581 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80140 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 9666 members 
Mstep: Class 21 contains 196807 members 
Mstep: Class 22 contains 1714 members 
Mstep: Class 23 contains 20896 members 
Mstep: Class 24 contains 7880 members 
Mstep: Class 25 contains 7931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932820.000000 Penalty: 54738.777344
Iteration 156Q: 26 clusters Score -3.593282e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 92683 members 
Mstep: Class 3 contains 4995 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 5889 members 
Mstep: Class 6 contains 17268 members 
Mstep: Class 7 contains 10026 members 
Mstep: Class 8 contains 60848 members 
Mstep: Class 9 contains 7894 members 
Mstep: Class 10 contains 100371 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 7093 members 
Mstep: Class 14 contains 8614 members 
Mstep: Class 15 contains 8583 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80135 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 9629 members 
Mstep: Class 21 contains 196800 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 20880 members 
Mstep: Class 24 contains 7880 members 
Mstep: Class 25 contains 7941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932848.000000 Penalty: 54738.777344
Iteration 157Q: 26 clusters Score -3.593285e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 92721 members 
Mstep: Class 3 contains 4995 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 5900 members 
Mstep: Class 6 contains 17272 members 
Mstep: Class 7 contains 10026 members 
Mstep: Class 8 contains 60848 members 
Mstep: Class 9 contains 7893 members 
Mstep: Class 10 contains 100356 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 7093 members 
Mstep: Class 14 contains 8612 members 
Mstep: Class 15 contains 8582 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80142 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 9607 members 
Mstep: Class 21 contains 196794 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 20861 members 
Mstep: Class 24 contains 7880 members 
Mstep: Class 25 contains 7950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932892.000000 Penalty: 54738.777344
Iteration 158Q: 26 clusters Score -3.593289e+07 nChanged 132
Entering ConstructFrom: 
Score: -35932892.000000 Penalty: 54738.777344
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: -269159.281250 Penalty: 1405.250366
	Iteration 0F: 2 clusters Score -269159.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -264763.093750 Penalty: 2810.500732
	Iteration 0F: 3 clusters Score -264763.1 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -266160.312500 Penalty: 2810.500732
	Iteration 1F: 3 clusters Score -266160.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -266628.281250 Penalty: 2810.500732
	Iteration 2F: 3 clusters Score -266628.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -267189.468750 Penalty: 2810.500732
	Iteration 3F: 3 clusters Score -267189.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -267714.750000 Penalty: 2810.500732
	Iteration 4F: 3 clusters Score -267714.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -268136.343750 Penalty: 2810.500732
	Iteration 5F: 3 clusters Score -268136.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -268427.187500 Penalty: 2810.500732
	Iteration 6F: 3 clusters Score -268427.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -268644.093750 Penalty: 2810.500732
	Iteration 7Q: 3 clusters Score -268644.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -268809.562500 Penalty: 2810.500732
	Iteration 8Q: 3 clusters Score -268809.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -268964.187500 Penalty: 2810.500732
	Iteration 9Q: 3 clusters Score -268964.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -269046.093750 Penalty: 2810.500732
	Iteration 10Q: 3 clusters Score -269046.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -269075.031250 Penalty: 2810.500732
	Iteration 11Q: 3 clusters Score -269075 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -269089.031250 Penalty: 2810.500732
	Iteration 12Q: 3 clusters Score -269089 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -269097.281250 Penalty: 2810.500732
	Iteration 13Q: 3 clusters Score -269097.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -269104.687500 Penalty: 2810.500732
	Iteration 14Q: 3 clusters Score -269104.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -269111.781250 Penalty: 2810.500732
	Iteration 15Q: 3 clusters Score -269111.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -269118.562500 Penalty: 2810.500732
	Iteration 16Q: 3 clusters Score -269118.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -269123.375000 Penalty: 2810.500732
	Iteration 17Q: 3 clusters Score -269123.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -269126.375000 Penalty: 2810.500732
	Iteration 18Q: 3 clusters Score -269126.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -269128.437500 Penalty: 2810.500732
	Iteration 19Q: 3 clusters Score -269128.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -269130.625000 Penalty: 2810.500732
	Iteration 20F: 3 clusters Score -269130.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -269131.875000 Penalty: 2810.500732
	Iteration 21Q: 3 clusters Score -269131.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -269132.781250 Penalty: 2810.500732
	Iteration 22Q: 3 clusters Score -269132.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -269133.250000 Penalty: 2810.500732
	Iteration 23Q: 3 clusters Score -269133.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -269134.687500 Penalty: 2810.500732
	Iteration 24Q: 3 clusters Score -269134.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -269134.750000 Penalty: 2810.500732
	Iteration 25Q: 3 clusters Score -269134.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -269136.093750 Penalty: 2810.500732
	Iteration 26Q: 3 clusters Score -269136.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -269135.500000 Penalty: 2810.500732
	Iteration 27Q: 3 clusters Score -269135.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -269135.500000 Penalty: 2810.500732
	Iteration 28F: 3 clusters Score -269135.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (92766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92766 members 
Entering Unmasked Estep 
Score: -4935527.500000 Penalty: 1858.648315
	Iteration 0F: 2 clusters Score -4935528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -4873478.500000 Penalty: 3717.296631
	Iteration 0F: 3 clusters Score -4873478 nChanged 44326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 46756 members 
Entering Unmasked Estep 
Score: -4899705.500000 Penalty: 3717.296631
	Iteration 1F: 3 clusters Score -4899706 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -4900788.000000 Penalty: 3717.296631
	Iteration 2Q: 3 clusters Score -4900788 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -4902149.000000 Penalty: 3717.296631
	Iteration 3Q: 3 clusters Score -4902149 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -4904011.000000 Penalty: 3717.296631
	Iteration 4Q: 3 clusters Score -4904011 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -4906530.500000 Penalty: 3717.296631
	Iteration 5F: 3 clusters Score -4906530 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -4910019.000000 Penalty: 3717.296631
	Iteration 6F: 3 clusters Score -4910019 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -4914094.500000 Penalty: 3717.296631
	Iteration 7F: 3 clusters Score -4914094 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 53205 members 
Entering Unmasked Estep 
Score: -4917766.000000 Penalty: 3717.296631
	Iteration 8F: 3 clusters Score -4917766 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 54095 members 
Entering Unmasked Estep 
Score: -4919958.000000 Penalty: 3717.296631
	Iteration 9Q: 3 clusters Score -4919958 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 54813 members 
Entering Unmasked Estep 
Score: -4920946.000000 Penalty: 3717.296631
	Iteration 10Q: 3 clusters Score -4920946 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 55414 members 
Entering Unmasked Estep 
Score: -4921363.500000 Penalty: 3717.296631
	Iteration 11Q: 3 clusters Score -4921364 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 56004 members 
Entering Unmasked Estep 
Score: -4921590.500000 Penalty: 3717.296631
	Iteration 12Q: 3 clusters Score -4921590 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 56570 members 
Entering Unmasked Estep 
Score: -4921750.000000 Penalty: 3717.296631
	Iteration 13Q: 3 clusters Score -4921750 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 57107 members 
Entering Unmasked Estep 
Score: -4921871.500000 Penalty: 3717.296631
	Iteration 14Q: 3 clusters Score -4921872 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 57636 members 
Entering Unmasked Estep 
Score: -4921971.500000 Penalty: 3717.296631
	Iteration 15Q: 3 clusters Score -4921972 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 58168 members 
Entering Unmasked Estep 
Score: -4922099.500000 Penalty: 3717.296631
	Iteration 16Q: 3 clusters Score -4922100 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -4922164.500000 Penalty: 3717.296631
	Iteration 17Q: 3 clusters Score -4922164 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -4922234.000000 Penalty: 3717.296631
	Iteration 18Q: 3 clusters Score -4922234 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 59900 members 
Entering Unmasked Estep 
Score: -4922312.500000 Penalty: 3717.296631
	Iteration 19Q: 3 clusters Score -4922312 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 60532 members 
Entering Unmasked Estep 
Score: -4922402.500000 Penalty: 3717.296631
	Iteration 20F: 3 clusters Score -4922402 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 61200 members 
Entering Unmasked Estep 
Score: -4922528.000000 Penalty: 3717.296631
	Iteration 21Q: 3 clusters Score -4922528 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 61921 members 
Entering Unmasked Estep 
Score: -4922629.500000 Penalty: 3717.296631
	Iteration 22Q: 3 clusters Score -4922630 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 62604 members 
Entering Unmasked Estep 
Score: -4922752.000000 Penalty: 3717.296631
	Iteration 23Q: 3 clusters Score -4922752 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 63281 members 
Entering Unmasked Estep 
Score: -4922821.000000 Penalty: 3717.296631
	Iteration 24Q: 3 clusters Score -4922821 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 63957 members 
Entering Unmasked Estep 
Score: -4922933.500000 Penalty: 3717.296631
	Iteration 25Q: 3 clusters Score -4922934 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 64669 members 
Entering Unmasked Estep 
Score: -4923005.500000 Penalty: 3717.296631
	Iteration 26Q: 3 clusters Score -4923006 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 65417 members 
Entering Unmasked Estep 
Score: -4923115.500000 Penalty: 3717.296631
	Iteration 27Q: 3 clusters Score -4923116 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 66228 members 
Entering Unmasked Estep 
Score: -4923230.000000 Penalty: 3717.296631
	Iteration 28Q: 3 clusters Score -4923230 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 67093 members 
Entering Unmasked Estep 
Score: -4923397.500000 Penalty: 3717.296631
	Iteration 29Q: 3 clusters Score -4923398 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 68041 members 
Entering Unmasked Estep 
Score: -4923584.000000 Penalty: 3717.296631
	Iteration 30Q: 3 clusters Score -4923584 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 69050 members 
Entering Unmasked Estep 
Score: -4923754.500000 Penalty: 3717.296631
	Iteration 31Q: 3 clusters Score -4923754 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 70133 members 
Entering Unmasked Estep 
Score: -4924026.000000 Penalty: 3717.296631
	Iteration 32Q: 3 clusters Score -4924026 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 71252 members 
Entering Unmasked Estep 
Score: -4924264.000000 Penalty: 3717.296631
	Iteration 33Q: 3 clusters Score -4924264 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 72385 members 
Entering Unmasked Estep 
Score: -4924545.000000 Penalty: 3717.296631
	Iteration 34Q: 3 clusters Score -4924545 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 73594 members 
Entering Unmasked Estep 
Score: -4924866.500000 Penalty: 3717.296631
	Iteration 35Q: 3 clusters Score -4924866 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 74863 members 
Entering Unmasked Estep 
Score: -4925222.000000 Penalty: 3717.296631
	Iteration 36Q: 3 clusters Score -4925222 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 76257 members 
Entering Unmasked Estep 
Score: -4925737.500000 Penalty: 3717.296631
	Iteration 37Q: 3 clusters Score -4925738 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 77754 members 
Entering Unmasked Estep 
Score: -4926288.500000 Penalty: 3717.296631
	Iteration 38Q: 3 clusters Score -4926288 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 79344 members 
Entering Unmasked Estep 
Score: -4926968.500000 Penalty: 3717.296631
	Iteration 39Q: 3 clusters Score -4926968 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 80968 members 
Entering Unmasked Estep 
Score: -4927695.500000 Penalty: 3717.296631
	Iteration 40F: 3 clusters Score -4927696 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 82577 members 
Entering Unmasked Estep 
Score: -4928489.000000 Penalty: 3717.296631
	Iteration 41Q: 3 clusters Score -4928489 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 84087 members 
Entering Unmasked Estep 
Score: -4929252.500000 Penalty: 3717.296631
	Iteration 42Q: 3 clusters Score -4929252 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 85525 members 
Entering Unmasked Estep 
Score: -4930069.500000 Penalty: 3717.296631
	Iteration 43Q: 3 clusters Score -4930070 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 86861 members 
Entering Unmasked Estep 
Score: -4930892.000000 Penalty: 3717.296631
	Iteration 44Q: 3 clusters Score -4930892 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 88062 members 
Entering Unmasked Estep 
Score: -4931667.000000 Penalty: 3717.296631
	Iteration 45Q: 3 clusters Score -4931667 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 89103 members 
Entering Unmasked Estep 
Score: -4932347.500000 Penalty: 3717.296631
	Iteration 46Q: 3 clusters Score -4932348 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 89872 members 
Entering Unmasked Estep 
Score: -4932766.000000 Penalty: 3717.296631
	Iteration 47Q: 3 clusters Score -4932766 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 90451 members 
Entering Unmasked Estep 
Score: -4933113.000000 Penalty: 3717.296631
	Iteration 48Q: 3 clusters Score -4933113 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 90862 members 
Entering Unmasked Estep 
Score: -4933321.000000 Penalty: 3717.296631
	Iteration 49Q: 3 clusters Score -4933321 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 91157 members 
Entering Unmasked Estep 
Score: -4933488.500000 Penalty: 3717.296631
	Iteration 50Q: 3 clusters Score -4933488 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 91372 members 
Entering Unmasked Estep 
Score: -4933609.000000 Penalty: 3717.296631
	Iteration 51Q: 3 clusters Score -4933609 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 91531 members 
Entering Unmasked Estep 
Score: -4933699.500000 Penalty: 3717.296631
	Iteration 52Q: 3 clusters Score -4933700 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 91632 members 
Entering Unmasked Estep 
Score: -4933738.000000 Penalty: 3717.296631
	Iteration 53Q: 3 clusters Score -4933738 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 91727 members 
Entering Unmasked Estep 
Score: -4933790.500000 Penalty: 3717.296631
	Iteration 54Q: 3 clusters Score -4933790 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 91806 members 
Entering Unmasked Estep 
Score: -4933831.500000 Penalty: 3717.296631
	Iteration 55Q: 3 clusters Score -4933832 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 91869 members 
Entering Unmasked Estep 
Score: -4933862.500000 Penalty: 3717.296631
	Iteration 56Q: 3 clusters Score -4933862 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 91915 members 
Entering Unmasked Estep 
Score: -4933880.500000 Penalty: 3717.296631
	Iteration 57Q: 3 clusters Score -4933880 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 91957 members 
Entering Unmasked Estep 
Score: -4933904.000000 Penalty: 3717.296631
	Iteration 58Q: 3 clusters Score -4933904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 91988 members 
Entering Unmasked Estep 
Score: -4933914.500000 Penalty: 3717.296631
	Iteration 59Q: 3 clusters Score -4933914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 92016 members 
Entering Unmasked Estep 
Score: -4933938.000000 Penalty: 3717.296631
	Iteration 60F: 3 clusters Score -4933938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 92044 members 
Entering Unmasked Estep 
Score: -4933963.000000 Penalty: 3717.296631
	Iteration 61Q: 3 clusters Score -4933963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 92070 members 
Entering Unmasked Estep 
Score: -4933971.500000 Penalty: 3717.296631
	Iteration 62Q: 3 clusters Score -4933972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 92084 members 
Entering Unmasked Estep 
Score: -4933979.500000 Penalty: 3717.296631
	Iteration 63Q: 3 clusters Score -4933980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 92094 members 
Entering Unmasked Estep 
Score: -4933991.500000 Penalty: 3717.296631
	Iteration 64Q: 3 clusters Score -4933992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 92098 members 
Entering Unmasked Estep 
Score: -4933996.000000 Penalty: 3717.296631
	Iteration 65Q: 3 clusters Score -4933996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 92100 members 
Entering Unmasked Estep 
Score: -4933991.500000 Penalty: 3717.296631
	Iteration 66Q: 3 clusters Score -4933992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 92104 members 
Entering Unmasked Estep 
Score: -4933992.000000 Penalty: 3717.296631
	Iteration 67Q: 3 clusters Score -4933992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 92106 members 
Entering Unmasked Estep 
Score: -4933989.500000 Penalty: 3717.296631
	Iteration 68Q: 3 clusters Score -4933990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 92110 members 
Entering Unmasked Estep 
Score: -4933994.500000 Penalty: 3717.296631
	Iteration 69Q: 3 clusters Score -4933994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 92116 members 
Entering Unmasked Estep 
Score: -4933995.000000 Penalty: 3717.296631
	Iteration 70Q: 3 clusters Score -4933995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 92125 members 
Entering Unmasked Estep 
Score: -4934000.500000 Penalty: 3717.296631
	Iteration 71Q: 3 clusters Score -4934000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 92132 members 
Entering Unmasked Estep 
Score: -4933995.500000 Penalty: 3717.296631
	Iteration 72Q: 3 clusters Score -4933996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 92137 members 
Entering Unmasked Estep 
Score: -4934001.500000 Penalty: 3717.296631
	Iteration 73Q: 3 clusters Score -4934002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 92139 members 
Entering Unmasked Estep 
Score: -4934000.500000 Penalty: 3717.296631
	Iteration 74Q: 3 clusters Score -4934000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 92141 members 
Entering Unmasked Estep 
Score: -4934006.500000 Penalty: 3717.296631
	Iteration 75Q: 3 clusters Score -4934006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 92141 members 
Entering Unmasked Estep 
Score: -4934006.500000 Penalty: 3717.296631
	Iteration 76F: 3 clusters Score -4934006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Entering Unmasked Estep 
Score: -246311.859375 Penalty: 1383.848755
	Iteration 0F: 2 clusters Score -246311.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -242313.859375 Penalty: 2767.697510
	Iteration 0F: 3 clusters Score -242313.9 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -243455.921875 Penalty: 2767.697510
	Iteration 1F: 3 clusters Score -243455.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -243705.765625 Penalty: 2767.697510
	Iteration 2F: 3 clusters Score -243705.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -243913.578125 Penalty: 2767.697510
	Iteration 3F: 3 clusters Score -243913.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -244131.937500 Penalty: 2767.697510
	Iteration 4F: 3 clusters Score -244131.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -244337.500000 Penalty: 2767.697510
	Iteration 5F: 3 clusters Score -244337.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -244571.234375 Penalty: 2767.697510
	Iteration 6F: 3 clusters Score -244571.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -244771.671875 Penalty: 2767.697510
	Iteration 7Q: 3 clusters Score -244771.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -244902.640625 Penalty: 2767.697510
	Iteration 8Q: 3 clusters Score -244902.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -245014.093750 Penalty: 2767.697510
	Iteration 9Q: 3 clusters Score -245014.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -245096.218750 Penalty: 2767.697510
	Iteration 10Q: 3 clusters Score -245096.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -245177.500000 Penalty: 2767.697510
	Iteration 11Q: 3 clusters Score -245177.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -245292.859375 Penalty: 2767.697510
	Iteration 12Q: 3 clusters Score -245292.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -245432.343750 Penalty: 2767.697510
	Iteration 13Q: 3 clusters Score -245432.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -245567.406250 Penalty: 2767.697510
	Iteration 14Q: 3 clusters Score -245567.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -245704.609375 Penalty: 2767.697510
	Iteration 15Q: 3 clusters Score -245704.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -245870.328125 Penalty: 2767.697510
	Iteration 16Q: 3 clusters Score -245870.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -246020.312500 Penalty: 2767.697510
	Iteration 17Q: 3 clusters Score -246020.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -246121.265625 Penalty: 2767.697510
	Iteration 18Q: 3 clusters Score -246121.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -246164.734375 Penalty: 2767.697510
	Iteration 19Q: 3 clusters Score -246164.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -246195.781250 Penalty: 2767.697510
	Iteration 20F: 3 clusters Score -246195.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -246212.531250 Penalty: 2767.697510
	Iteration 21Q: 3 clusters Score -246212.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -246219.062500 Penalty: 2767.697510
	Iteration 22Q: 3 clusters Score -246219.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -246224.078125 Penalty: 2767.697510
	Iteration 23Q: 3 clusters Score -246224.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -246229.437500 Penalty: 2767.697510
	Iteration 24Q: 3 clusters Score -246229.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -246233.078125 Penalty: 2767.697510
	Iteration 25Q: 3 clusters Score -246233.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -246237.062500 Penalty: 2767.697510
	Iteration 26Q: 3 clusters Score -246237.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -246239.046875 Penalty: 2767.697510
	Iteration 27Q: 3 clusters Score -246239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -246239.046875 Penalty: 2767.697510
	Iteration 28F: 3 clusters Score -246239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Entering Unmasked Estep 
Score: -341622.156250 Penalty: 1426.853027
	Iteration 0F: 2 clusters Score -341622.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -336649.718750 Penalty: 2853.706055
	Iteration 0F: 3 clusters Score -336649.7 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -337993.437500 Penalty: 2853.706055
	Iteration 1F: 3 clusters Score -337993.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -338175.875000 Penalty: 2853.706055
	Iteration 2F: 3 clusters Score -338175.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -338303.875000 Penalty: 2853.706055
	Iteration 3Q: 3 clusters Score -338303.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -338410.156250 Penalty: 2853.706055
	Iteration 4Q: 3 clusters Score -338410.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -338513.343750 Penalty: 2853.706055
	Iteration 5Q: 3 clusters Score -338513.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -338594.781250 Penalty: 2853.706055
	Iteration 6Q: 3 clusters Score -338594.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -338659.312500 Penalty: 2853.706055
	Iteration 7Q: 3 clusters Score -338659.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -338724.437500 Penalty: 2853.706055
	Iteration 8Q: 3 clusters Score -338724.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -338785.437500 Penalty: 2853.706055
	Iteration 9Q: 3 clusters Score -338785.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -338841.031250 Penalty: 2853.706055
	Iteration 10Q: 3 clusters Score -338841 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -338893.062500 Penalty: 2853.706055
	Iteration 11Q: 3 clusters Score -338893.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -338949.375000 Penalty: 2853.706055
	Iteration 12Q: 3 clusters Score -338949.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -339023.718750 Penalty: 2853.706055
	Iteration 13Q: 3 clusters Score -339023.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -339101.312500 Penalty: 2853.706055
	Iteration 14Q: 3 clusters Score -339101.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -339187.343750 Penalty: 2853.706055
	Iteration 15Q: 3 clusters Score -339187.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -339289.468750 Penalty: 2853.706055
	Iteration 16Q: 3 clusters Score -339289.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -339396.781250 Penalty: 2853.706055
	Iteration 17Q: 3 clusters Score -339396.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -339506.656250 Penalty: 2853.706055
	Iteration 18Q: 3 clusters Score -339506.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -339615.968750 Penalty: 2853.706055
	Iteration 19Q: 3 clusters Score -339616 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -339717.593750 Penalty: 2853.706055
	Iteration 20F: 3 clusters Score -339717.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -339823.500000 Penalty: 2853.706055
	Iteration 21Q: 3 clusters Score -339823.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -339906.875000 Penalty: 2853.706055
	Iteration 22Q: 3 clusters Score -339906.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -339976.000000 Penalty: 2853.706055
	Iteration 23Q: 3 clusters Score -339976 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -340031.156250 Penalty: 2853.706055
	Iteration 24Q: 3 clusters Score -340031.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -340081.625000 Penalty: 2853.706055
	Iteration 25Q: 3 clusters Score -340081.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -340120.781250 Penalty: 2853.706055
	Iteration 26Q: 3 clusters Score -340120.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -340151.406250 Penalty: 2853.706055
	Iteration 27Q: 3 clusters Score -340151.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -340182.687500 Penalty: 2853.706055
	Iteration 28Q: 3 clusters Score -340182.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -340220.625000 Penalty: 2853.706055
	Iteration 29Q: 3 clusters Score -340220.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -340246.531250 Penalty: 2853.706055
	Iteration 30Q: 3 clusters Score -340246.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -340268.468750 Penalty: 2853.706055
	Iteration 31Q: 3 clusters Score -340268.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -340289.437500 Penalty: 2853.706055
	Iteration 32Q: 3 clusters Score -340289.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -340312.000000 Penalty: 2853.706055
	Iteration 33Q: 3 clusters Score -340312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -340330.812500 Penalty: 2853.706055
	Iteration 34Q: 3 clusters Score -340330.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -340349.875000 Penalty: 2853.706055
	Iteration 35Q: 3 clusters Score -340349.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -340363.843750 Penalty: 2853.706055
	Iteration 36Q: 3 clusters Score -340363.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -340380.687500 Penalty: 2853.706055
	Iteration 37Q: 3 clusters Score -340380.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -340391.968750 Penalty: 2853.706055
	Iteration 38Q: 3 clusters Score -340392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -340403.781250 Penalty: 2853.706055
	Iteration 39Q: 3 clusters Score -340403.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -340413.531250 Penalty: 2853.706055
	Iteration 40F: 3 clusters Score -340413.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -340419.343750 Penalty: 2853.706055
	Iteration 41Q: 3 clusters Score -340419.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -340422.625000 Penalty: 2853.706055
	Iteration 42Q: 3 clusters Score -340422.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -340427.500000 Penalty: 2853.706055
	Iteration 43Q: 3 clusters Score -340427.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -340436.531250 Penalty: 2853.706055
	Iteration 44Q: 3 clusters Score -340436.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -340442.187500 Penalty: 2853.706055
	Iteration 45Q: 3 clusters Score -340442.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -340449.156250 Penalty: 2853.706055
	Iteration 46Q: 3 clusters Score -340449.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -340452.343750 Penalty: 2853.706055
	Iteration 47Q: 3 clusters Score -340452.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -340453.968750 Penalty: 2853.706055
	Iteration 48Q: 3 clusters Score -340454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -340457.656250 Penalty: 2853.706055
	Iteration 49Q: 3 clusters Score -340457.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -340460.187500 Penalty: 2853.706055
	Iteration 50Q: 3 clusters Score -340460.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -340460.750000 Penalty: 2853.706055
	Iteration 51Q: 3 clusters Score -340460.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -340460.750000 Penalty: 2853.706055
	Iteration 52F: 3 clusters Score -340460.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Entering Unmasked Estep 
Score: -273989.000000 Penalty: 1411.132690
	Iteration 0F: 2 clusters Score -273989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -269399.500000 Penalty: 2822.265381
	Iteration 0F: 3 clusters Score -269399.5 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -271192.218750 Penalty: 2822.265381
	Iteration 1F: 3 clusters Score -271192.2 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -272102.531250 Penalty: 2822.265381
	Iteration 2F: 3 clusters Score -272102.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -272908.406250 Penalty: 2822.265381
	Iteration 3F: 3 clusters Score -272908.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -273483.843750 Penalty: 2822.265381
	Iteration 4F: 3 clusters Score -273483.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -273829.093750 Penalty: 2822.265381
	Iteration 5F: 3 clusters Score -273829.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -273992.281250 Penalty: 2822.265381
	Iteration 6Q: 3 clusters Score -273992.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -274061.062500 Penalty: 2822.265381
	Iteration 7Q: 3 clusters Score -274061.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -274111.937500 Penalty: 2822.265381
	Iteration 8Q: 3 clusters Score -274111.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -274149.218750 Penalty: 2822.265381
	Iteration 9Q: 3 clusters Score -274149.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -274169.156250 Penalty: 2822.265381
	Iteration 10Q: 3 clusters Score -274169.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -274177.750000 Penalty: 2822.265381
	Iteration 11Q: 3 clusters Score -274177.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -274185.468750 Penalty: 2822.265381
	Iteration 12Q: 3 clusters Score -274185.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -274188.812500 Penalty: 2822.265381
	Iteration 13Q: 3 clusters Score -274188.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -274195.625000 Penalty: 2822.265381
	Iteration 14Q: 3 clusters Score -274195.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -274200.656250 Penalty: 2822.265381
	Iteration 15Q: 3 clusters Score -274200.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -274204.687500 Penalty: 2822.265381
	Iteration 16Q: 3 clusters Score -274204.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -274207.718750 Penalty: 2822.265381
	Iteration 17Q: 3 clusters Score -274207.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -274211.062500 Penalty: 2822.265381
	Iteration 18Q: 3 clusters Score -274211.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -274213.812500 Penalty: 2822.265381
	Iteration 19Q: 3 clusters Score -274213.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -274217.625000 Penalty: 2822.265381
	Iteration 20F: 3 clusters Score -274217.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -274219.125000 Penalty: 2822.265381
	Iteration 21Q: 3 clusters Score -274219.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -274220.718750 Penalty: 2822.265381
	Iteration 22Q: 3 clusters Score -274220.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -274221.468750 Penalty: 2822.265381
	Iteration 23Q: 3 clusters Score -274221.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -274221.593750 Penalty: 2822.265381
	Iteration 24Q: 3 clusters Score -274221.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -274221.968750 Penalty: 2822.265381
	Iteration 25Q: 3 clusters Score -274222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -274223.468750 Penalty: 2822.265381
	Iteration 26Q: 3 clusters Score -274223.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -274224.375000 Penalty: 2822.265381
	Iteration 27Q: 3 clusters Score -274224.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -274224.343750 Penalty: 2822.265381
	Iteration 28Q: 3 clusters Score -274224.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -274225.718750 Penalty: 2822.265381
	Iteration 29Q: 3 clusters Score -274225.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -274225.843750 Penalty: 2822.265381
	Iteration 30Q: 3 clusters Score -274225.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -274225.562500 Penalty: 2822.265381
	Iteration 31Q: 3 clusters Score -274225.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -274226.656250 Penalty: 2822.265381
	Iteration 32Q: 3 clusters Score -274226.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -274227.031250 Penalty: 2822.265381
	Iteration 33Q: 3 clusters Score -274227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -274227.218750 Penalty: 2822.265381
	Iteration 34Q: 3 clusters Score -274227.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -274227.343750 Penalty: 2822.265381
	Iteration 35Q: 3 clusters Score -274227.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -274227.468750 Penalty: 2822.265381
	Iteration 36Q: 3 clusters Score -274227.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -274227.468750 Penalty: 2822.265381
	Iteration 37F: 3 clusters Score -274227.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 92766 members 
Mstep: Class 3 contains 4994 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 3005 members 
Mstep: Class 6 contains 17279 members 
Mstep: Class 7 contains 10023 members 
Mstep: Class 8 contains 60847 members 
Mstep: Class 9 contains 7893 members 
Mstep: Class 10 contains 100346 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 7092 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 8582 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80141 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 9581 members 
Mstep: Class 21 contains 196795 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20837 members 
Mstep: Class 24 contains 7880 members 
Mstep: Class 25 contains 7957 members 
Mstep: Class 26 contains 2902 members 
Entering Unmasked Estep 
Score: -35932316.000000 Penalty: 56928.328125
Splitting cluster 5 changes total score from -35932892.000000 to -35932316.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (17279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Entering Unmasked Estep 
Score: -898774.500000 Penalty: 1585.552612
	Iteration 0F: 2 clusters Score -898774.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -887021.312500 Penalty: 3171.105225
	Iteration 0F: 3 clusters Score -887021.3 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -891238.500000 Penalty: 3171.105225
	Iteration 1F: 3 clusters Score -891238.5 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -891791.125000 Penalty: 3171.105225
	Iteration 2F: 3 clusters Score -891791.1 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -892453.687500 Penalty: 3171.105225
	Iteration 3F: 3 clusters Score -892453.7 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -893360.750000 Penalty: 3171.105225
	Iteration 4F: 3 clusters Score -893360.8 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -894517.312500 Penalty: 3171.105225
	Iteration 5F: 3 clusters Score -894517.3 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -895674.250000 Penalty: 3171.105225
	Iteration 6F: 3 clusters Score -895674.2 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -896547.750000 Penalty: 3171.105225
	Iteration 7F: 3 clusters Score -896547.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -897042.437500 Penalty: 3171.105225
	Iteration 8Q: 3 clusters Score -897042.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -897303.000000 Penalty: 3171.105225
	Iteration 9Q: 3 clusters Score -897303 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -897436.875000 Penalty: 3171.105225
	Iteration 10Q: 3 clusters Score -897436.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -897520.812500 Penalty: 3171.105225
	Iteration 11Q: 3 clusters Score -897520.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -897577.625000 Penalty: 3171.105225
	Iteration 12Q: 3 clusters Score -897577.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -897617.750000 Penalty: 3171.105225
	Iteration 13Q: 3 clusters Score -897617.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -897650.937500 Penalty: 3171.105225
	Iteration 14Q: 3 clusters Score -897650.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -897669.062500 Penalty: 3171.105225
	Iteration 15Q: 3 clusters Score -897669.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -897693.000000 Penalty: 3171.105225
	Iteration 16Q: 3 clusters Score -897693 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -897716.687500 Penalty: 3171.105225
	Iteration 17Q: 3 clusters Score -897716.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -897739.250000 Penalty: 3171.105225
	Iteration 18Q: 3 clusters Score -897739.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -897753.500000 Penalty: 3171.105225
	Iteration 19Q: 3 clusters Score -897753.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -897765.500000 Penalty: 3171.105225
	Iteration 20F: 3 clusters Score -897765.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -897776.375000 Penalty: 3171.105225
	Iteration 21Q: 3 clusters Score -897776.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -897788.062500 Penalty: 3171.105225
	Iteration 22Q: 3 clusters Score -897788.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -897797.625000 Penalty: 3171.105225
	Iteration 23Q: 3 clusters Score -897797.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -897804.250000 Penalty: 3171.105225
	Iteration 24Q: 3 clusters Score -897804.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -897811.875000 Penalty: 3171.105225
	Iteration 25Q: 3 clusters Score -897811.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -897816.750000 Penalty: 3171.105225
	Iteration 26Q: 3 clusters Score -897816.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -897826.000000 Penalty: 3171.105225
	Iteration 27Q: 3 clusters Score -897826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -897833.875000 Penalty: 3171.105225
	Iteration 28Q: 3 clusters Score -897833.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -897841.687500 Penalty: 3171.105225
	Iteration 29Q: 3 clusters Score -897841.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -897854.187500 Penalty: 3171.105225
	Iteration 30Q: 3 clusters Score -897854.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -897861.937500 Penalty: 3171.105225
	Iteration 31Q: 3 clusters Score -897861.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -897866.875000 Penalty: 3171.105225
	Iteration 32Q: 3 clusters Score -897866.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -897870.500000 Penalty: 3171.105225
	Iteration 33Q: 3 clusters Score -897870.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -897871.562500 Penalty: 3171.105225
	Iteration 34Q: 3 clusters Score -897871.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -897871.500000 Penalty: 3171.105225
	Iteration 35Q: 3 clusters Score -897871.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -897872.875000 Penalty: 3171.105225
	Iteration 36Q: 3 clusters Score -897872.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -897872.875000 Penalty: 3171.105225
	Iteration 37F: 3 clusters Score -897872.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Entering Unmasked Estep 
Score: -458526.781250 Penalty: 1497.053711
	Iteration 0F: 2 clusters Score -458526.8 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 5070 members 
Entering Unmasked Estep 
Score: -451313.187500 Penalty: 2994.107422
	Iteration 0F: 3 clusters Score -451313.2 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -453708.125000 Penalty: 2994.107422
	Iteration 1F: 3 clusters Score -453708.1 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -454046.812500 Penalty: 2994.107422
	Iteration 2F: 3 clusters Score -454046.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -454304.875000 Penalty: 2994.107422
	Iteration 3F: 3 clusters Score -454304.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -454529.218750 Penalty: 2994.107422
	Iteration 4Q: 3 clusters Score -454529.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -454743.218750 Penalty: 2994.107422
	Iteration 5Q: 3 clusters Score -454743.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -454932.968750 Penalty: 2994.107422
	Iteration 6Q: 3 clusters Score -454933 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -455107.812500 Penalty: 2994.107422
	Iteration 7Q: 3 clusters Score -455107.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -455272.718750 Penalty: 2994.107422
	Iteration 8Q: 3 clusters Score -455272.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -455465.062500 Penalty: 2994.107422
	Iteration 9Q: 3 clusters Score -455465.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -455672.250000 Penalty: 2994.107422
	Iteration 10Q: 3 clusters Score -455672.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -455845.843750 Penalty: 2994.107422
	Iteration 11Q: 3 clusters Score -455845.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -456013.093750 Penalty: 2994.107422
	Iteration 12Q: 3 clusters Score -456013.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -456182.031250 Penalty: 2994.107422
	Iteration 13Q: 3 clusters Score -456182 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -456370.906250 Penalty: 2994.107422
	Iteration 14Q: 3 clusters Score -456370.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -456553.687500 Penalty: 2994.107422
	Iteration 15Q: 3 clusters Score -456553.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -456700.687500 Penalty: 2994.107422
	Iteration 16Q: 3 clusters Score -456700.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -456803.500000 Penalty: 2994.107422
	Iteration 17Q: 3 clusters Score -456803.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -456879.437500 Penalty: 2994.107422
	Iteration 18Q: 3 clusters Score -456879.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -456946.843750 Penalty: 2994.107422
	Iteration 19Q: 3 clusters Score -456946.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -457017.937500 Penalty: 2994.107422
	Iteration 20F: 3 clusters Score -457017.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -457092.437500 Penalty: 2994.107422
	Iteration 21Q: 3 clusters Score -457092.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -457158.875000 Penalty: 2994.107422
	Iteration 22Q: 3 clusters Score -457158.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -457227.500000 Penalty: 2994.107422
	Iteration 23Q: 3 clusters Score -457227.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -457315.406250 Penalty: 2994.107422
	Iteration 24Q: 3 clusters Score -457315.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -457402.500000 Penalty: 2994.107422
	Iteration 25Q: 3 clusters Score -457402.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -457511.875000 Penalty: 2994.107422
	Iteration 26Q: 3 clusters Score -457511.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -457588.187500 Penalty: 2994.107422
	Iteration 27Q: 3 clusters Score -457588.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -457667.343750 Penalty: 2994.107422
	Iteration 28Q: 3 clusters Score -457667.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -457717.468750 Penalty: 2994.107422
	Iteration 29Q: 3 clusters Score -457717.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -457747.687500 Penalty: 2994.107422
	Iteration 30Q: 3 clusters Score -457747.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -457792.281250 Penalty: 2994.107422
	Iteration 31Q: 3 clusters Score -457792.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -457820.125000 Penalty: 2994.107422
	Iteration 32Q: 3 clusters Score -457820.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -457845.906250 Penalty: 2994.107422
	Iteration 33Q: 3 clusters Score -457845.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -457864.156250 Penalty: 2994.107422
	Iteration 34Q: 3 clusters Score -457864.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -457875.750000 Penalty: 2994.107422
	Iteration 35Q: 3 clusters Score -457875.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -457920.000000 Penalty: 2994.107422
	Iteration 36Q: 3 clusters Score -457920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -457929.062500 Penalty: 2994.107422
	Iteration 37Q: 3 clusters Score -457929.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -457933.625000 Penalty: 2994.107422
	Iteration 38Q: 3 clusters Score -457933.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -457937.656250 Penalty: 2994.107422
	Iteration 39Q: 3 clusters Score -457937.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -458174.593750 Penalty: 2994.107422
	Iteration 40F: 3 clusters Score -458174.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -458381.593750 Penalty: 2994.107422
	Iteration 41Q: 3 clusters Score -458381.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -458475.031250 Penalty: 2994.107422
	Iteration 42Q: 3 clusters Score -458475 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -458554.968750 Penalty: 2994.107422
	Iteration 43Q: 3 clusters Score -458555 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -458601.968750 Penalty: 2994.107422
	Iteration 44Q: 3 clusters Score -458602 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -458641.437500 Penalty: 2994.107422
	Iteration 45Q: 3 clusters Score -458641.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -458661.500000 Penalty: 2994.107422
	Iteration 46Q: 3 clusters Score -458661.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -458666.875000 Penalty: 2994.107422
	Iteration 47Q: 3 clusters Score -458666.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -458670.125000 Penalty: 2994.107422
	Iteration 48Q: 3 clusters Score -458670.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -458673.406250 Penalty: 2994.107422
	Iteration 49Q: 3 clusters Score -458673.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -458674.718750 Penalty: 2994.107422
	Iteration 50Q: 3 clusters Score -458674.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -458675.812500 Penalty: 2994.107422
	Iteration 51Q: 3 clusters Score -458675.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -458684.281250 Penalty: 2994.107422
	Iteration 52F: 3 clusters Score -458684.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -458688.250000 Penalty: 2994.107422
	Iteration 53Q: 3 clusters Score -458688.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -458691.687500 Penalty: 2994.107422
	Iteration 54Q: 3 clusters Score -458691.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -458692.937500 Penalty: 2994.107422
	Iteration 55Q: 3 clusters Score -458692.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -458695.125000 Penalty: 2994.107422
	Iteration 56Q: 3 clusters Score -458695.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -458696.906250 Penalty: 2994.107422
	Iteration 57Q: 3 clusters Score -458696.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -458697.312500 Penalty: 2994.107422
	Iteration 58Q: 3 clusters Score -458697.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -458698.562500 Penalty: 2994.107422
	Iteration 59Q: 3 clusters Score -458698.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -458700.156250 Penalty: 2994.107422
	Iteration 60F: 3 clusters Score -458700.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -458699.843750 Penalty: 2994.107422
	Iteration 61Q: 3 clusters Score -458699.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -458699.843750 Penalty: 2994.107422
	Iteration 62F: 3 clusters Score -458699.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 92766 members 
Mstep: Class 3 contains 4994 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 5907 members 
Mstep: Class 6 contains 17279 members 
Mstep: Class 7 contains 514 members 
Mstep: Class 8 contains 60847 members 
Mstep: Class 9 contains 7893 members 
Mstep: Class 10 contains 100346 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 7092 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 8582 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80141 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 9581 members 
Mstep: Class 21 contains 196795 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20837 members 
Mstep: Class 24 contains 7880 members 
Mstep: Class 25 contains 7957 members 
Mstep: Class 26 contains 9509 members 
Entering Unmasked Estep 
Score: -35932324.000000 Penalty: 56928.328125
Splitting cluster 7 changes total score from -35932892.000000 to -35932324.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (60847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60847 members 
Entering Unmasked Estep 
Score: -3260040.000000 Penalty: 1790.119141
	Iteration 0F: 2 clusters Score -3260040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -3219173.750000 Penalty: 3580.238281
	Iteration 0F: 3 clusters Score -3219174 nChanged 28843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -3235649.500000 Penalty: 3580.238281
	Iteration 1F: 3 clusters Score -3235650 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -3236049.750000 Penalty: 3580.238281
	Iteration 2Q: 3 clusters Score -3236050 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -3236448.000000 Penalty: 3580.238281
	Iteration 3Q: 3 clusters Score -3236448 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -3236854.250000 Penalty: 3580.238281
	Iteration 4Q: 3 clusters Score -3236854 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -3237366.500000 Penalty: 3580.238281
	Iteration 5Q: 3 clusters Score -3237366 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -3237993.250000 Penalty: 3580.238281
	Iteration 6Q: 3 clusters Score -3237993 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -3238706.250000 Penalty: 3580.238281
	Iteration 7Q: 3 clusters Score -3238706 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -3239502.000000 Penalty: 3580.238281
	Iteration 8Q: 3 clusters Score -3239502 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -3240322.000000 Penalty: 3580.238281
	Iteration 9Q: 3 clusters Score -3240322 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -3241213.750000 Penalty: 3580.238281
	Iteration 10Q: 3 clusters Score -3241214 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -3242127.250000 Penalty: 3580.238281
	Iteration 11Q: 3 clusters Score -3242127 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -3243172.750000 Penalty: 3580.238281
	Iteration 12Q: 3 clusters Score -3243173 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -3244303.250000 Penalty: 3580.238281
	Iteration 13Q: 3 clusters Score -3244303 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -3245638.750000 Penalty: 3580.238281
	Iteration 14Q: 3 clusters Score -3245639 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -3247178.750000 Penalty: 3580.238281
	Iteration 15Q: 3 clusters Score -3247179 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -3248934.000000 Penalty: 3580.238281
	Iteration 16Q: 3 clusters Score -3248934 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -3250812.500000 Penalty: 3580.238281
	Iteration 17Q: 3 clusters Score -3250812 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 52348 members 
Entering Unmasked Estep 
Score: -3252652.750000 Penalty: 3580.238281
	Iteration 18Q: 3 clusters Score -3252653 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 54819 members 
Entering Unmasked Estep 
Score: -3254387.750000 Penalty: 3580.238281
	Iteration 19Q: 3 clusters Score -3254388 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 56819 members 
Entering Unmasked Estep 
Score: -3255854.250000 Penalty: 3580.238281
	Iteration 20F: 3 clusters Score -3255854 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 58243 members 
Entering Unmasked Estep 
Score: -3256899.500000 Penalty: 3580.238281
	Iteration 21Q: 3 clusters Score -3256900 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -3257553.500000 Penalty: 3580.238281
	Iteration 22Q: 3 clusters Score -3257554 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 59606 members 
Entering Unmasked Estep 
Score: -3257922.750000 Penalty: 3580.238281
	Iteration 23Q: 3 clusters Score -3257923 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 59881 members 
Entering Unmasked Estep 
Score: -3258127.500000 Penalty: 3580.238281
	Iteration 24Q: 3 clusters Score -3258128 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 60045 members 
Entering Unmasked Estep 
Score: -3258266.000000 Penalty: 3580.238281
	Iteration 25Q: 3 clusters Score -3258266 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 60146 members 
Entering Unmasked Estep 
Score: -3258351.750000 Penalty: 3580.238281
	Iteration 26Q: 3 clusters Score -3258352 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 60215 members 
Entering Unmasked Estep 
Score: -3258417.500000 Penalty: 3580.238281
	Iteration 27Q: 3 clusters Score -3258418 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 60259 members 
Entering Unmasked Estep 
Score: -3258449.250000 Penalty: 3580.238281
	Iteration 28Q: 3 clusters Score -3258449 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 60297 members 
Entering Unmasked Estep 
Score: -3258466.250000 Penalty: 3580.238281
	Iteration 29Q: 3 clusters Score -3258466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 60318 members 
Entering Unmasked Estep 
Score: -3258481.000000 Penalty: 3580.238281
	Iteration 30Q: 3 clusters Score -3258481 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 60333 members 
Entering Unmasked Estep 
Score: -3258488.250000 Penalty: 3580.238281
	Iteration 31Q: 3 clusters Score -3258488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 60342 members 
Entering Unmasked Estep 
Score: -3258499.000000 Penalty: 3580.238281
	Iteration 32Q: 3 clusters Score -3258499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 60353 members 
Entering Unmasked Estep 
Score: -3258504.750000 Penalty: 3580.238281
	Iteration 33Q: 3 clusters Score -3258505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 60356 members 
Entering Unmasked Estep 
Score: -3258509.250000 Penalty: 3580.238281
	Iteration 34Q: 3 clusters Score -3258509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 60363 members 
Entering Unmasked Estep 
Score: -3258514.250000 Penalty: 3580.238281
	Iteration 35Q: 3 clusters Score -3258514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 60365 members 
Entering Unmasked Estep 
Score: -3258519.750000 Penalty: 3580.238281
	Iteration 36Q: 3 clusters Score -3258520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 60364 members 
Entering Unmasked Estep 
Score: -3258521.250000 Penalty: 3580.238281
	Iteration 37Q: 3 clusters Score -3258521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 60364 members 
Entering Unmasked Estep 
Score: -3258529.250000 Penalty: 3580.238281
	Iteration 38Q: 3 clusters Score -3258529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 60367 members 
Entering Unmasked Estep 
Score: -3258531.250000 Penalty: 3580.238281
	Iteration 39Q: 3 clusters Score -3258531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 60371 members 
Entering Unmasked Estep 
Score: -3258534.750000 Penalty: 3580.238281
	Iteration 40F: 3 clusters Score -3258535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 60382 members 
Entering Unmasked Estep 
Score: -3258542.750000 Penalty: 3580.238281
	Iteration 41Q: 3 clusters Score -3258543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 60390 members 
Entering Unmasked Estep 
Score: -3258550.250000 Penalty: 3580.238281
	Iteration 42Q: 3 clusters Score -3258550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 60393 members 
Entering Unmasked Estep 
Score: -3258553.000000 Penalty: 3580.238281
	Iteration 43Q: 3 clusters Score -3258553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 60393 members 
Entering Unmasked Estep 
Score: -3258550.750000 Penalty: 3580.238281
	Iteration 44Q: 3 clusters Score -3258551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 60393 members 
Entering Unmasked Estep 
Score: -3258550.750000 Penalty: 3580.238281
	Iteration 45F: 3 clusters Score -3258551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Entering Unmasked Estep 
Score: -424194.218750 Penalty: 1458.231445
	Iteration 0F: 2 clusters Score -424194.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -418443.937500 Penalty: 2916.462891
	Iteration 0F: 3 clusters Score -418443.9 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -420198.281250 Penalty: 2916.462891
	Iteration 1F: 3 clusters Score -420198.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -420424.312500 Penalty: 2916.462891
	Iteration 2F: 3 clusters Score -420424.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -420579.000000 Penalty: 2916.462891
	Iteration 3F: 3 clusters Score -420579 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -420716.875000 Penalty: 2916.462891
	Iteration 4Q: 3 clusters Score -420716.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -420871.656250 Penalty: 2916.462891
	Iteration 5Q: 3 clusters Score -420871.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -421057.156250 Penalty: 2916.462891
	Iteration 6Q: 3 clusters Score -421057.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -421284.437500 Penalty: 2916.462891
	Iteration 7F: 3 clusters Score -421284.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -421525.218750 Penalty: 2916.462891
	Iteration 8F: 3 clusters Score -421525.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -421760.562500 Penalty: 2916.462891
	Iteration 9Q: 3 clusters Score -421760.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -421975.281250 Penalty: 2916.462891
	Iteration 10Q: 3 clusters Score -421975.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -422161.843750 Penalty: 2916.462891
	Iteration 11Q: 3 clusters Score -422161.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -422311.093750 Penalty: 2916.462891
	Iteration 12Q: 3 clusters Score -422311.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -422442.843750 Penalty: 2916.462891
	Iteration 13Q: 3 clusters Score -422442.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -422536.031250 Penalty: 2916.462891
	Iteration 14Q: 3 clusters Score -422536 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -422623.968750 Penalty: 2916.462891
	Iteration 15Q: 3 clusters Score -422624 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -422697.218750 Penalty: 2916.462891
	Iteration 16Q: 3 clusters Score -422697.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -422756.250000 Penalty: 2916.462891
	Iteration 17Q: 3 clusters Score -422756.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -422800.468750 Penalty: 2916.462891
	Iteration 18Q: 3 clusters Score -422800.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -422834.218750 Penalty: 2916.462891
	Iteration 19Q: 3 clusters Score -422834.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -422854.187500 Penalty: 2916.462891
	Iteration 20F: 3 clusters Score -422854.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -422873.562500 Penalty: 2916.462891
	Iteration 21Q: 3 clusters Score -422873.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -422883.156250 Penalty: 2916.462891
	Iteration 22Q: 3 clusters Score -422883.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -422888.031250 Penalty: 2916.462891
	Iteration 23Q: 3 clusters Score -422888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -422898.781250 Penalty: 2916.462891
	Iteration 24Q: 3 clusters Score -422898.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -422908.531250 Penalty: 2916.462891
	Iteration 25Q: 3 clusters Score -422908.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -422916.156250 Penalty: 2916.462891
	Iteration 26Q: 3 clusters Score -422916.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -422923.031250 Penalty: 2916.462891
	Iteration 27Q: 3 clusters Score -422923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -422927.187500 Penalty: 2916.462891
	Iteration 28Q: 3 clusters Score -422927.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -422933.031250 Penalty: 2916.462891
	Iteration 29Q: 3 clusters Score -422933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -422934.500000 Penalty: 2916.462891
	Iteration 30Q: 3 clusters Score -422934.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -422934.500000 Penalty: 2916.462891
	Iteration 31F: 3 clusters Score -422934.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (100346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100346 members 
Entering Unmasked Estep 
Score: -5407143.500000 Penalty: 1871.411621
	Iteration 0F: 2 clusters Score -5407144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -5340118.000000 Penalty: 3742.823242
	Iteration 0F: 3 clusters Score -5340118 nChanged 48003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -5367787.500000 Penalty: 3742.823242
	Iteration 1F: 3 clusters Score -5367788 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50253 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -5368458.500000 Penalty: 3742.823242
	Iteration 2Q: 3 clusters Score -5368458 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Mstep: Class 2 contains 50007 members 
Entering Unmasked Estep 
Score: -5369217.000000 Penalty: 3742.823242
	Iteration 3Q: 3 clusters Score -5369217 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -5370182.000000 Penalty: 3742.823242
	Iteration 4Q: 3 clusters Score -5370182 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50601 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -5371599.500000 Penalty: 3742.823242
	Iteration 5Q: 3 clusters Score -5371600 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -5373804.500000 Penalty: 3742.823242
	Iteration 6Q: 3 clusters Score -5373804 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50853 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -5376885.500000 Penalty: 3742.823242
	Iteration 7F: 3 clusters Score -5376886 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -5380886.000000 Penalty: 3742.823242
	Iteration 8F: 3 clusters Score -5380886 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 49416 members 
Entering Unmasked Estep 
Score: -5385174.500000 Penalty: 3742.823242
	Iteration 9F: 3 clusters Score -5385174 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 49314 members 
Entering Unmasked Estep 
Score: -5388408.500000 Penalty: 3742.823242
	Iteration 10F: 3 clusters Score -5388408 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -5390145.000000 Penalty: 3742.823242
	Iteration 11Q: 3 clusters Score -5390145 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -5390893.000000 Penalty: 3742.823242
	Iteration 12Q: 3 clusters Score -5390893 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -5391281.000000 Penalty: 3742.823242
	Iteration 13Q: 3 clusters Score -5391281 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52524 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -5391668.000000 Penalty: 3742.823242
	Iteration 14Q: 3 clusters Score -5391668 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -5392043.000000 Penalty: 3742.823242
	Iteration 15Q: 3 clusters Score -5392043 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -5392520.000000 Penalty: 3742.823242
	Iteration 16Q: 3 clusters Score -5392520 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -5393027.500000 Penalty: 3742.823242
	Iteration 17Q: 3 clusters Score -5393028 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55138 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -5393650.000000 Penalty: 3742.823242
	Iteration 18Q: 3 clusters Score -5393650 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55882 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -5394198.500000 Penalty: 3742.823242
	Iteration 19Q: 3 clusters Score -5394198 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56564 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -5394715.500000 Penalty: 3742.823242
	Iteration 20F: 3 clusters Score -5394716 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57280 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -5395155.500000 Penalty: 3742.823242
	Iteration 21Q: 3 clusters Score -5395156 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -5395627.500000 Penalty: 3742.823242
	Iteration 22Q: 3 clusters Score -5395628 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58502 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -5395872.500000 Penalty: 3742.823242
	Iteration 23Q: 3 clusters Score -5395872 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59100 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -5396115.000000 Penalty: 3742.823242
	Iteration 24Q: 3 clusters Score -5396115 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59652 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -5396327.000000 Penalty: 3742.823242
	Iteration 25Q: 3 clusters Score -5396327 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60117 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -5396438.500000 Penalty: 3742.823242
	Iteration 26Q: 3 clusters Score -5396438 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60583 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -5396526.500000 Penalty: 3742.823242
	Iteration 27Q: 3 clusters Score -5396526 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60992 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -5396610.500000 Penalty: 3742.823242
	Iteration 28Q: 3 clusters Score -5396610 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61415 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -5396675.500000 Penalty: 3742.823242
	Iteration 29Q: 3 clusters Score -5396676 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61863 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -5396749.500000 Penalty: 3742.823242
	Iteration 30Q: 3 clusters Score -5396750 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -5396820.000000 Penalty: 3742.823242
	Iteration 31Q: 3 clusters Score -5396820 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62690 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -5396829.500000 Penalty: 3742.823242
	Iteration 32Q: 3 clusters Score -5396830 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -5396868.000000 Penalty: 3742.823242
	Iteration 33Q: 3 clusters Score -5396868 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63545 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -5396916.500000 Penalty: 3742.823242
	Iteration 34Q: 3 clusters Score -5396916 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63970 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -5396954.500000 Penalty: 3742.823242
	Iteration 35Q: 3 clusters Score -5396954 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64400 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -5397010.000000 Penalty: 3742.823242
	Iteration 36Q: 3 clusters Score -5397010 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64837 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -5397063.000000 Penalty: 3742.823242
	Iteration 37Q: 3 clusters Score -5397063 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65276 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -5397081.000000 Penalty: 3742.823242
	Iteration 38Q: 3 clusters Score -5397081 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65713 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -5397107.000000 Penalty: 3742.823242
	Iteration 39Q: 3 clusters Score -5397107 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66165 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -5397140.000000 Penalty: 3742.823242
	Iteration 40F: 3 clusters Score -5397140 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66605 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5397180 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67096 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5397260 nChanged 556
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67652 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5397316 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68217 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5397377 nChanged 582
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68799 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5397438 nChanged 567
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69366 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5397528 nChanged 602
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69968 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5397609 nChanged 612
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Mstep: Class 1 contains 70580 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5397687 nChanged 625
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71205 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5397773 nChanged 620
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71825 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5397819 nChanged 641
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Mstep: Class 1 contains 72466 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5397916 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73138 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5398024 nChanged 719
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Mstep: Class 1 contains 73857 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5398151 nChanged 786
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74643 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5398280 nChanged 824
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75467 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5398416 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76312 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5398582 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77211 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5398760 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78116 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5398942 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79004 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5399101 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79930 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5399303 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80818 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5399482 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81731 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5399700 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82648 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5399889 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83581 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5400076 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84542 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5400328 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85504 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5400626 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86463 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5400848 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87441 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5401161 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88379 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5401455 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89340 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5401738 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90270 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5402044 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91143 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5402321 nChanged 831
Entering Unmasked Mstep 
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Mstep: Class 1 contains 91974 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5402621 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92746 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5402876 nChanged 760
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93506 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5403142 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94220 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5403432 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94913 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5403656 nChanged 645
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95556 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5403916 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96116 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5404176 nChanged 550
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96666 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5404408 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97148 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5404650 nChanged 420
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97566 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5404828 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97930 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5404982 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98215 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5405086 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98429 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5405169.000000 Penalty: 3742.823242
	Iteration 85Q: 3 clusters Score -5405169 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98626 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5405238 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98781 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5405302.500000 Penalty: 3742.823242
	Iteration 87Q: 3 clusters Score -5405302 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98918 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5405338 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99025 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5405383.500000 Penalty: 3742.823242
	Iteration 89Q: 3 clusters Score -5405384 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99112 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -5405419.000000 Penalty: 3742.823242
	Iteration 90Q: 3 clusters Score -5405419 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99180 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5405436.500000 Penalty: 3742.823242
	Iteration 91Q: 3 clusters Score -5405436 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99250 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5405444.000000 Penalty: 3742.823242
	Iteration 92Q: 3 clusters Score -5405444 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99309 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5405474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99356 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5405501 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99397 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5405515.500000 Penalty: 3742.823242
	Iteration 95Q: 3 clusters Score -5405516 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99441 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5405540.500000 Penalty: 3742.823242
	Iteration 96Q: 3 clusters Score -5405540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99475 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5405560 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99504 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5405566.000000 Penalty: 3742.823242
	Iteration 98Q: 3 clusters Score -5405566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99531 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5405570.500000 Penalty: 3742.823242
	Iteration 99Q: 3 clusters Score -5405570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99545 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5405570.000000 Penalty: 3742.823242
	Iteration 100F: 3 clusters Score -5405570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99563 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5405575.000000 Penalty: 3742.823242
	Iteration 101Q: 3 clusters Score -5405575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99578 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5405585.500000 Penalty: 3742.823242
	Iteration 102Q: 3 clusters Score -5405586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99599 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5405593.000000 Penalty: 3742.823242
	Iteration 103Q: 3 clusters Score -5405593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99613 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5405590.000000 Penalty: 3742.823242
	Iteration 104Q: 3 clusters Score -5405590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99626 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5405610.000000 Penalty: 3742.823242
	Iteration 105Q: 3 clusters Score -5405610 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99639 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5405614.500000 Penalty: 3742.823242
	Iteration 106Q: 3 clusters Score -5405614 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99652 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5405609.500000 Penalty: 3742.823242
	Iteration 107Q: 3 clusters Score -5405610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99660 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5405617.500000 Penalty: 3742.823242
	Iteration 108Q: 3 clusters Score -5405618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99668 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5405626.500000 Penalty: 3742.823242
	Iteration 109Q: 3 clusters Score -5405626 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99676 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5405636.000000 Penalty: 3742.823242
	Iteration 110Q: 3 clusters Score -5405636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99683 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5405635.000000 Penalty: 3742.823242
	Iteration 111Q: 3 clusters Score -5405635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99688 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5405641.000000 Penalty: 3742.823242
	Iteration 112Q: 3 clusters Score -5405641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99691 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5405642 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99694 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5405644.500000 Penalty: 3742.823242
	Iteration 114Q: 3 clusters Score -5405644 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99696 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5405642 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99696 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5405644.500000 Penalty: 3742.823242
	Iteration 116Q: 3 clusters Score -5405644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99698 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5405642 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99703 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5405639.500000 Penalty: 3742.823242
	Iteration 118Q: 3 clusters Score -5405640 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99707 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5405642.000000 Penalty: 3742.823242
	Iteration 119Q: 3 clusters Score -5405642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99713 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5405641.000000 Penalty: 3742.823242
	Iteration 120F: 3 clusters Score -5405641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99720 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5405646.500000 Penalty: 3742.823242
	Iteration 121Q: 3 clusters Score -5405646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99728 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5405653.000000 Penalty: 3742.823242
	Iteration 122Q: 3 clusters Score -5405653 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99732 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5405654.000000 Penalty: 3742.823242
	Iteration 123Q: 3 clusters Score -5405654 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99742 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5405659.000000 Penalty: 3742.823242
	Iteration 124Q: 3 clusters Score -5405659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99751 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5405658.000000 Penalty: 3742.823242
	Iteration 125Q: 3 clusters Score -5405658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99756 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5405661.500000 Penalty: 3742.823242
	Iteration 126Q: 3 clusters Score -5405662 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99764 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5405666.500000 Penalty: 3742.823242
	Iteration 127Q: 3 clusters Score -5405666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99768 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5405669.000000 Penalty: 3742.823242
	Iteration 128Q: 3 clusters Score -5405669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99770 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5405674.000000 Penalty: 3742.823242
	Iteration 129Q: 3 clusters Score -5405674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99771 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5405672.500000 Penalty: 3742.823242
	Iteration 130Q: 3 clusters Score -5405672 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99772 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5405671.500000 Penalty: 3742.823242
	Iteration 131Q: 3 clusters Score -5405672 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99772 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5405671.500000 Penalty: 3742.823242
	Iteration 132F: 3 clusters Score -5405672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28276 members 
Entering Unmasked Estep 
Score: -1475481.875000 Penalty: 1665.587402
	Iteration 0F: 2 clusters Score -1475482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1456288.625000 Penalty: 3331.174805
	Iteration 0F: 3 clusters Score -1456289 nChanged 13113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1463875.375000 Penalty: 3331.174805
	Iteration 1F: 3 clusters Score -1463875 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1464947.375000 Penalty: 3331.174805
	Iteration 2F: 3 clusters Score -1464947 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1466759.625000 Penalty: 3331.174805
	Iteration 3F: 3 clusters Score -1466760 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1469125.500000 Penalty: 3331.174805
	Iteration 4F: 3 clusters Score -1469126 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1471070.625000 Penalty: 3331.174805
	Iteration 5F: 3 clusters Score -1471071 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1472288.375000 Penalty: 3331.174805
	Iteration 6F: 3 clusters Score -1472288 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1472937.625000 Penalty: 3331.174805
	Iteration 7Q: 3 clusters Score -1472938 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1473299.125000 Penalty: 3331.174805
	Iteration 8Q: 3 clusters Score -1473299 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1473524.375000 Penalty: 3331.174805
	Iteration 9Q: 3 clusters Score -1473524 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1473685.625000 Penalty: 3331.174805
	Iteration 10Q: 3 clusters Score -1473686 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1473825.500000 Penalty: 3331.174805
	Iteration 11Q: 3 clusters Score -1473826 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1473952.250000 Penalty: 3331.174805
	Iteration 12Q: 3 clusters Score -1473952 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1474069.000000 Penalty: 3331.174805
	Iteration 13Q: 3 clusters Score -1474069 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1474163.000000 Penalty: 3331.174805
	Iteration 14Q: 3 clusters Score -1474163 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1474244.250000 Penalty: 3331.174805
	Iteration 15Q: 3 clusters Score -1474244 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1474307.500000 Penalty: 3331.174805
	Iteration 16Q: 3 clusters Score -1474308 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1474347.875000 Penalty: 3331.174805
	Iteration 17Q: 3 clusters Score -1474348 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1474379.250000 Penalty: 3331.174805
	Iteration 18Q: 3 clusters Score -1474379 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1474406.375000 Penalty: 3331.174805
	Iteration 19Q: 3 clusters Score -1474406 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1474426.750000 Penalty: 3331.174805
	Iteration 20F: 3 clusters Score -1474427 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1474446.875000 Penalty: 3331.174805
	Iteration 21Q: 3 clusters Score -1474447 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1474454.625000 Penalty: 3331.174805
	Iteration 22Q: 3 clusters Score -1474455 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1474469.000000 Penalty: 3331.174805
	Iteration 23Q: 3 clusters Score -1474469 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1474477.125000 Penalty: 3331.174805
	Iteration 24Q: 3 clusters Score -1474477 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1474478.000000 Penalty: 3331.174805
	Iteration 25Q: 3 clusters Score -1474478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1474478.500000 Penalty: 3331.174805
	Iteration 26Q: 3 clusters Score -1474478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1474482.250000 Penalty: 3331.174805
	Iteration 27Q: 3 clusters Score -1474482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1474483.875000 Penalty: 3331.174805
	Iteration 28Q: 3 clusters Score -1474484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1474483.750000 Penalty: 3331.174805
	Iteration 29Q: 3 clusters Score -1474484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1474483.875000 Penalty: 3331.174805
	Iteration 30Q: 3 clusters Score -1474484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1474483.375000 Penalty: 3331.174805
	Iteration 31Q: 3 clusters Score -1474483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1474484.375000 Penalty: 3331.174805
	Iteration 32Q: 3 clusters Score -1474484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1474484.500000 Penalty: 3331.174805
	Iteration 33Q: 3 clusters Score -1474484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1474486.875000 Penalty: 3331.174805
	Iteration 34Q: 3 clusters Score -1474487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1474485.750000 Penalty: 3331.174805
	Iteration 35Q: 3 clusters Score -1474486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1474487.125000 Penalty: 3331.174805
	Iteration 36Q: 3 clusters Score -1474487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1474485.750000 Penalty: 3331.174805
	Iteration 37Q: 3 clusters Score -1474486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1474490.750000 Penalty: 3331.174805
	Iteration 38Q: 3 clusters Score -1474491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1474492.750000 Penalty: 3331.174805
	Iteration 39Q: 3 clusters Score -1474493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1474490.875000 Penalty: 3331.174805
	Iteration 40F: 3 clusters Score -1474491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1474492.375000 Penalty: 3331.174805
	Iteration 41Q: 3 clusters Score -1474492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1474493.875000 Penalty: 3331.174805
	Iteration 42Q: 3 clusters Score -1474494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1474493.750000 Penalty: 3331.174805
	Iteration 43Q: 3 clusters Score -1474494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1474494.375000 Penalty: 3331.174805
	Iteration 44Q: 3 clusters Score -1474494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1474496.375000 Penalty: 3331.174805
	Iteration 45Q: 3 clusters Score -1474496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1474497.125000 Penalty: 3331.174805
	Iteration 46Q: 3 clusters Score -1474497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1474495.625000 Penalty: 3331.174805
	Iteration 47Q: 3 clusters Score -1474496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1474499.125000 Penalty: 3331.174805
	Iteration 48Q: 3 clusters Score -1474499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1474498.125000 Penalty: 3331.174805
	Iteration 49Q: 3 clusters Score -1474498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1474498.875000 Penalty: 3331.174805
	Iteration 50Q: 3 clusters Score -1474499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1474498.125000 Penalty: 3331.174805
	Iteration 51Q: 3 clusters Score -1474498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1474499.250000 Penalty: 3331.174805
	Iteration 52Q: 3 clusters Score -1474499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1474496.500000 Penalty: 3331.174805
	Iteration 53Q: 3 clusters Score -1474496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1474496.500000 Penalty: 3331.174805
	Iteration 54F: 3 clusters Score -1474496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Entering Unmasked Estep 
Score: -125518.164062 Penalty: 1318.869263
	Iteration 0F: 2 clusters Score -125518.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -122676.000000 Penalty: 2637.738525
	Iteration 0F: 3 clusters Score -122676 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -123563.226562 Penalty: 2637.738525
	Iteration 1F: 3 clusters Score -123563.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -123862.078125 Penalty: 2637.738525
	Iteration 2F: 3 clusters Score -123862.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -124071.250000 Penalty: 2637.738525
	Iteration 3F: 3 clusters Score -124071.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -124236.210938 Penalty: 2637.738525
	Iteration 4F: 3 clusters Score -124236.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -124378.281250 Penalty: 2637.738525
	Iteration 5Q: 3 clusters Score -124378.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -124464.679688 Penalty: 2637.738525
	Iteration 6Q: 3 clusters Score -124464.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -124534.648438 Penalty: 2637.738525
	Iteration 7Q: 3 clusters Score -124534.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -124595.460938 Penalty: 2637.738525
	Iteration 8Q: 3 clusters Score -124595.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -124669.296875 Penalty: 2637.738525
	Iteration 9Q: 3 clusters Score -124669.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -124713.867188 Penalty: 2637.738525
	Iteration 10Q: 3 clusters Score -124713.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -124747.031250 Penalty: 2637.738525
	Iteration 11Q: 3 clusters Score -124747 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -124772.445312 Penalty: 2637.738525
	Iteration 12Q: 3 clusters Score -124772.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -124793.250000 Penalty: 2637.738525
	Iteration 13Q: 3 clusters Score -124793.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -124811.046875 Penalty: 2637.738525
	Iteration 14Q: 3 clusters Score -124811 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -124835.109375 Penalty: 2637.738525
	Iteration 15Q: 3 clusters Score -124835.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -124859.617188 Penalty: 2637.738525
	Iteration 16Q: 3 clusters Score -124859.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -124882.250000 Penalty: 2637.738525
	Iteration 17Q: 3 clusters Score -124882.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -124900.171875 Penalty: 2637.738525
	Iteration 18Q: 3 clusters Score -124900.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -124910.000000 Penalty: 2637.738525
	Iteration 19Q: 3 clusters Score -124910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -124920.171875 Penalty: 2637.738525
	Iteration 20F: 3 clusters Score -124920.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -124931.625000 Penalty: 2637.738525
	Iteration 21Q: 3 clusters Score -124931.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -124937.632812 Penalty: 2637.738525
	Iteration 22Q: 3 clusters Score -124937.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -124942.281250 Penalty: 2637.738525
	Iteration 23Q: 3 clusters Score -124942.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -124947.195312 Penalty: 2637.738525
	Iteration 24Q: 3 clusters Score -124947.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -124952.601562 Penalty: 2637.738525
	Iteration 25Q: 3 clusters Score -124952.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -124959.562500 Penalty: 2637.738525
	Iteration 26Q: 3 clusters Score -124959.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -124964.898438 Penalty: 2637.738525
	Iteration 27Q: 3 clusters Score -124964.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -124967.039062 Penalty: 2637.738525
	Iteration 28Q: 3 clusters Score -124967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -124970.359375 Penalty: 2637.738525
	Iteration 29Q: 3 clusters Score -124970.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -124975.445312 Penalty: 2637.738525
	Iteration 30Q: 3 clusters Score -124975.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -124985.437500 Penalty: 2637.738525
	Iteration 31Q: 3 clusters Score -124985.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -124995.906250 Penalty: 2637.738525
	Iteration 32Q: 3 clusters Score -124995.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -125000.523438 Penalty: 2637.738525
	Iteration 33Q: 3 clusters Score -125000.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -125004.976562 Penalty: 2637.738525
	Iteration 34Q: 3 clusters Score -125005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -125007.015625 Penalty: 2637.738525
	Iteration 35Q: 3 clusters Score -125007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -125007.507812 Penalty: 2637.738525
	Iteration 36Q: 3 clusters Score -125007.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -125007.507812 Penalty: 2637.738525
	Iteration 37F: 3 clusters Score -125007.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Entering Unmasked Estep 
Score: -359382.093750 Penalty: 1440.842529
	Iteration 0F: 2 clusters Score -359382.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -354148.812500 Penalty: 2881.685059
	Iteration 0F: 3 clusters Score -354148.8 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -355773.062500 Penalty: 2881.685059
	Iteration 1F: 3 clusters Score -355773.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -356102.937500 Penalty: 2881.685059
	Iteration 2F: 3 clusters Score -356102.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -356487.593750 Penalty: 2881.685059
	Iteration 3F: 3 clusters Score -356487.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -356879.125000 Penalty: 2881.685059
	Iteration 4F: 3 clusters Score -356879.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -357243.468750 Penalty: 2881.685059
	Iteration 5F: 3 clusters Score -357243.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -357539.218750 Penalty: 2881.685059
	Iteration 6F: 3 clusters Score -357539.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -357771.968750 Penalty: 2881.685059
	Iteration 7Q: 3 clusters Score -357772 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -357936.937500 Penalty: 2881.685059
	Iteration 8Q: 3 clusters Score -357936.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -358058.656250 Penalty: 2881.685059
	Iteration 9Q: 3 clusters Score -358058.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -358140.656250 Penalty: 2881.685059
	Iteration 10Q: 3 clusters Score -358140.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -358194.593750 Penalty: 2881.685059
	Iteration 11Q: 3 clusters Score -358194.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -358235.687500 Penalty: 2881.685059
	Iteration 12Q: 3 clusters Score -358235.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -358269.906250 Penalty: 2881.685059
	Iteration 13Q: 3 clusters Score -358269.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -358286.375000 Penalty: 2881.685059
	Iteration 14Q: 3 clusters Score -358286.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -358296.468750 Penalty: 2881.685059
	Iteration 15Q: 3 clusters Score -358296.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -358304.781250 Penalty: 2881.685059
	Iteration 16Q: 3 clusters Score -358304.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -358312.625000 Penalty: 2881.685059
	Iteration 17Q: 3 clusters Score -358312.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -358321.125000 Penalty: 2881.685059
	Iteration 18Q: 3 clusters Score -358321.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -358325.968750 Penalty: 2881.685059
	Iteration 19Q: 3 clusters Score -358326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -358328.531250 Penalty: 2881.685059
	Iteration 20F: 3 clusters Score -358328.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -358329.937500 Penalty: 2881.685059
	Iteration 21Q: 3 clusters Score -358329.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -358329.500000 Penalty: 2881.685059
	Iteration 22Q: 3 clusters Score -358329.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -358332.218750 Penalty: 2881.685059
	Iteration 23Q: 3 clusters Score -358332.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -358336.687500 Penalty: 2881.685059
	Iteration 24Q: 3 clusters Score -358336.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -358343.687500 Penalty: 2881.685059
	Iteration 25Q: 3 clusters Score -358343.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -358354.843750 Penalty: 2881.685059
	Iteration 26Q: 3 clusters Score -358354.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -358363.343750 Penalty: 2881.685059
	Iteration 27Q: 3 clusters Score -358363.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -358371.000000 Penalty: 2881.685059
	Iteration 28Q: 3 clusters Score -358371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -358373.093750 Penalty: 2881.685059
	Iteration 29Q: 3 clusters Score -358373.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -358375.000000 Penalty: 2881.685059
	Iteration 30Q: 3 clusters Score -358375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -358377.593750 Penalty: 2881.685059
	Iteration 31Q: 3 clusters Score -358377.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -358378.843750 Penalty: 2881.685059
	Iteration 32Q: 3 clusters Score -358378.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -358378.875000 Penalty: 2881.685059
	Iteration 33Q: 3 clusters Score -358378.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -358378.875000 Penalty: 2881.685059
	Iteration 34Q: 3 clusters Score -358378.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -358378.875000 Penalty: 2881.685059
	Iteration 35F: 3 clusters Score -358378.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Entering Unmasked Estep 
Score: -430775.718750 Penalty: 1472.360352
	Iteration 0F: 2 clusters Score -430775.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -424436.718750 Penalty: 2944.720703
	Iteration 0F: 3 clusters Score -424436.7 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -426740.000000 Penalty: 2944.720703
	Iteration 1F: 3 clusters Score -426740 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -427575.093750 Penalty: 2944.720703
	Iteration 2F: 3 clusters Score -427575.1 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -428482.062500 Penalty: 2944.720703
	Iteration 3F: 3 clusters Score -428482.1 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -429223.312500 Penalty: 2944.720703
	Iteration 4F: 3 clusters Score -429223.3 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -429688.593750 Penalty: 2944.720703
	Iteration 5F: 3 clusters Score -429688.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -429937.781250 Penalty: 2944.720703
	Iteration 6Q: 3 clusters Score -429937.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -430048.468750 Penalty: 2944.720703
	Iteration 7Q: 3 clusters Score -430048.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -430099.812500 Penalty: 2944.720703
	Iteration 8Q: 3 clusters Score -430099.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -430125.656250 Penalty: 2944.720703
	Iteration 9Q: 3 clusters Score -430125.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -430140.968750 Penalty: 2944.720703
	Iteration 10Q: 3 clusters Score -430141 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -430149.406250 Penalty: 2944.720703
	Iteration 11Q: 3 clusters Score -430149.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -430156.562500 Penalty: 2944.720703
	Iteration 12Q: 3 clusters Score -430156.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -430165.343750 Penalty: 2944.720703
	Iteration 13Q: 3 clusters Score -430165.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -430173.687500 Penalty: 2944.720703
	Iteration 14Q: 3 clusters Score -430173.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -430181.093750 Penalty: 2944.720703
	Iteration 15Q: 3 clusters Score -430181.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -430183.312500 Penalty: 2944.720703
	Iteration 16Q: 3 clusters Score -430183.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -430185.187500 Penalty: 2944.720703
	Iteration 17Q: 3 clusters Score -430185.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -430186.875000 Penalty: 2944.720703
	Iteration 18Q: 3 clusters Score -430186.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -430188.531250 Penalty: 2944.720703
	Iteration 19Q: 3 clusters Score -430188.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -430187.968750 Penalty: 2944.720703
	Iteration 20F: 3 clusters Score -430188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -430188.781250 Penalty: 2944.720703
	Iteration 21Q: 3 clusters Score -430188.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -430189.468750 Penalty: 2944.720703
	Iteration 22Q: 3 clusters Score -430189.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -430189.250000 Penalty: 2944.720703
	Iteration 23Q: 3 clusters Score -430189.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -430188.937500 Penalty: 2944.720703
	Iteration 24Q: 3 clusters Score -430188.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -430189.375000 Penalty: 2944.720703
	Iteration 25Q: 3 clusters Score -430189.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -430189.375000 Penalty: 2944.720703
	Iteration 26F: 3 clusters Score -430189.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Entering Unmasked Estep 
Score: -419363.562500 Penalty: 1471.831177
	Iteration 0F: 2 clusters Score -419363.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -413095.093750 Penalty: 2943.662354
	Iteration 0F: 3 clusters Score -413095.1 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -415046.281250 Penalty: 2943.662354
	Iteration 1F: 3 clusters Score -415046.3 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -415309.812500 Penalty: 2943.662354
	Iteration 2F: 3 clusters Score -415309.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -415503.843750 Penalty: 2943.662354
	Iteration 3Q: 3 clusters Score -415503.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -415679.968750 Penalty: 2943.662354
	Iteration 4Q: 3 clusters Score -415680 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -415877.343750 Penalty: 2943.662354
	Iteration 5Q: 3 clusters Score -415877.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -416112.781250 Penalty: 2943.662354
	Iteration 6Q: 3 clusters Score -416112.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -416355.562500 Penalty: 2943.662354
	Iteration 7Q: 3 clusters Score -416355.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -416591.031250 Penalty: 2943.662354
	Iteration 8Q: 3 clusters Score -416591 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -416826.312500 Penalty: 2943.662354
	Iteration 9Q: 3 clusters Score -416826.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -417028.375000 Penalty: 2943.662354
	Iteration 10Q: 3 clusters Score -417028.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -417177.562500 Penalty: 2943.662354
	Iteration 11Q: 3 clusters Score -417177.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -417300.218750 Penalty: 2943.662354
	Iteration 12Q: 3 clusters Score -417300.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -417393.875000 Penalty: 2943.662354
	Iteration 13Q: 3 clusters Score -417393.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -417464.562500 Penalty: 2943.662354
	Iteration 14Q: 3 clusters Score -417464.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -417540.843750 Penalty: 2943.662354
	Iteration 15Q: 3 clusters Score -417540.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -417603.062500 Penalty: 2943.662354
	Iteration 16Q: 3 clusters Score -417603.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -417661.906250 Penalty: 2943.662354
	Iteration 17Q: 3 clusters Score -417661.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -417706.406250 Penalty: 2943.662354
	Iteration 18Q: 3 clusters Score -417706.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -417738.687500 Penalty: 2943.662354
	Iteration 19Q: 3 clusters Score -417738.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -417761.343750 Penalty: 2943.662354
	Iteration 20F: 3 clusters Score -417761.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -417777.125000 Penalty: 2943.662354
	Iteration 21Q: 3 clusters Score -417777.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -417793.875000 Penalty: 2943.662354
	Iteration 22Q: 3 clusters Score -417793.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -417810.906250 Penalty: 2943.662354
	Iteration 23Q: 3 clusters Score -417810.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -417828.937500 Penalty: 2943.662354
	Iteration 24Q: 3 clusters Score -417828.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -417848.843750 Penalty: 2943.662354
	Iteration 25Q: 3 clusters Score -417848.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -417871.968750 Penalty: 2943.662354
	Iteration 26Q: 3 clusters Score -417872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -417888.531250 Penalty: 2943.662354
	Iteration 27Q: 3 clusters Score -417888.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -417905.281250 Penalty: 2943.662354
	Iteration 28Q: 3 clusters Score -417905.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -417922.343750 Penalty: 2943.662354
	Iteration 29Q: 3 clusters Score -417922.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -417940.156250 Penalty: 2943.662354
	Iteration 30Q: 3 clusters Score -417940.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -417961.531250 Penalty: 2943.662354
	Iteration 31Q: 3 clusters Score -417961.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -417974.062500 Penalty: 2943.662354
	Iteration 32Q: 3 clusters Score -417974.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -417985.437500 Penalty: 2943.662354
	Iteration 33Q: 3 clusters Score -417985.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -417992.437500 Penalty: 2943.662354
	Iteration 34Q: 3 clusters Score -417992.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -417999.000000 Penalty: 2943.662354
	Iteration 35Q: 3 clusters Score -417999 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -418006.906250 Penalty: 2943.662354
	Iteration 36Q: 3 clusters Score -418006.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -418012.500000 Penalty: 2943.662354
	Iteration 37Q: 3 clusters Score -418012.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -418018.906250 Penalty: 2943.662354
	Iteration 38Q: 3 clusters Score -418018.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -418024.718750 Penalty: 2943.662354
	Iteration 39Q: 3 clusters Score -418024.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -418029.812500 Penalty: 2943.662354
	Iteration 40F: 3 clusters Score -418029.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -418033.875000 Penalty: 2943.662354
	Iteration 41Q: 3 clusters Score -418033.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -418040.000000 Penalty: 2943.662354
	Iteration 42Q: 3 clusters Score -418040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -418046.468750 Penalty: 2943.662354
	Iteration 43Q: 3 clusters Score -418046.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -418051.375000 Penalty: 2943.662354
	Iteration 44Q: 3 clusters Score -418051.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -418057.187500 Penalty: 2943.662354
	Iteration 45Q: 3 clusters Score -418057.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -418061.500000 Penalty: 2943.662354
	Iteration 46Q: 3 clusters Score -418061.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -418067.312500 Penalty: 2943.662354
	Iteration 47Q: 3 clusters Score -418067.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -418069.218750 Penalty: 2943.662354
	Iteration 48Q: 3 clusters Score -418069.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -418072.312500 Penalty: 2943.662354
	Iteration 49Q: 3 clusters Score -418072.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -418073.406250 Penalty: 2943.662354
	Iteration 50Q: 3 clusters Score -418073.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -418076.625000 Penalty: 2943.662354
	Iteration 51Q: 3 clusters Score -418076.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -418078.875000 Penalty: 2943.662354
	Iteration 52Q: 3 clusters Score -418078.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -418080.718750 Penalty: 2943.662354
	Iteration 53Q: 3 clusters Score -418080.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -418083.343750 Penalty: 2943.662354
	Iteration 54Q: 3 clusters Score -418083.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -418085.531250 Penalty: 2943.662354
	Iteration 55Q: 3 clusters Score -418085.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -418086.062500 Penalty: 2943.662354
	Iteration 56Q: 3 clusters Score -418086.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -418088.093750 Penalty: 2943.662354
	Iteration 57Q: 3 clusters Score -418088.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -418090.062500 Penalty: 2943.662354
	Iteration 58Q: 3 clusters Score -418090.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -418090.781250 Penalty: 2943.662354
	Iteration 59Q: 3 clusters Score -418090.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -418093.843750 Penalty: 2943.662354
	Iteration 60F: 3 clusters Score -418093.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -418094.687500 Penalty: 2943.662354
	Iteration 61Q: 3 clusters Score -418094.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -418095.468750 Penalty: 2943.662354
	Iteration 62Q: 3 clusters Score -418095.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -418097.125000 Penalty: 2943.662354
	Iteration 63Q: 3 clusters Score -418097.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -418099.562500 Penalty: 2943.662354
	Iteration 64Q: 3 clusters Score -418099.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -418101.062500 Penalty: 2943.662354
	Iteration 65Q: 3 clusters Score -418101.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -418101.843750 Penalty: 2943.662354
	Iteration 66Q: 3 clusters Score -418101.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -418101.843750 Penalty: 2943.662354
	Iteration 67F: 3 clusters Score -418101.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Entering Unmasked Estep 
Score: -294059.718750 Penalty: 1399.974365
	Iteration 0F: 2 clusters Score -294059.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -289718.281250 Penalty: 2799.948730
	Iteration 0F: 3 clusters Score -289718.3 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -290945.875000 Penalty: 2799.948730
	Iteration 1F: 3 clusters Score -290945.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -291101.562500 Penalty: 2799.948730
	Iteration 2F: 3 clusters Score -291101.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -291196.218750 Penalty: 2799.948730
	Iteration 3Q: 3 clusters Score -291196.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -291274.031250 Penalty: 2799.948730
	Iteration 4Q: 3 clusters Score -291274 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -291327.718750 Penalty: 2799.948730
	Iteration 5Q: 3 clusters Score -291327.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -291359.500000 Penalty: 2799.948730
	Iteration 6Q: 3 clusters Score -291359.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -291391.187500 Penalty: 2799.948730
	Iteration 7Q: 3 clusters Score -291391.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -291422.125000 Penalty: 2799.948730
	Iteration 8Q: 3 clusters Score -291422.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -291449.031250 Penalty: 2799.948730
	Iteration 9Q: 3 clusters Score -291449 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -291477.281250 Penalty: 2799.948730
	Iteration 10Q: 3 clusters Score -291477.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -291504.750000 Penalty: 2799.948730
	Iteration 11Q: 3 clusters Score -291504.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -291533.281250 Penalty: 2799.948730
	Iteration 12Q: 3 clusters Score -291533.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -291563.093750 Penalty: 2799.948730
	Iteration 13Q: 3 clusters Score -291563.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -291604.437500 Penalty: 2799.948730
	Iteration 14Q: 3 clusters Score -291604.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -291661.781250 Penalty: 2799.948730
	Iteration 15Q: 3 clusters Score -291661.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -291743.750000 Penalty: 2799.948730
	Iteration 16Q: 3 clusters Score -291743.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -291841.406250 Penalty: 2799.948730
	Iteration 17Q: 3 clusters Score -291841.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -291960.718750 Penalty: 2799.948730
	Iteration 18Q: 3 clusters Score -291960.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -292096.781250 Penalty: 2799.948730
	Iteration 19Q: 3 clusters Score -292096.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -292246.281250 Penalty: 2799.948730
	Iteration 20F: 3 clusters Score -292246.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -292397.968750 Penalty: 2799.948730
	Iteration 21Q: 3 clusters Score -292398 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -292531.937500 Penalty: 2799.948730
	Iteration 22Q: 3 clusters Score -292531.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -292635.093750 Penalty: 2799.948730
	Iteration 23Q: 3 clusters Score -292635.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -292707.468750 Penalty: 2799.948730
	Iteration 24Q: 3 clusters Score -292707.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -292747.968750 Penalty: 2799.948730
	Iteration 25Q: 3 clusters Score -292748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -292778.093750 Penalty: 2799.948730
	Iteration 26Q: 3 clusters Score -292778.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -292799.843750 Penalty: 2799.948730
	Iteration 27Q: 3 clusters Score -292799.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -292814.125000 Penalty: 2799.948730
	Iteration 28Q: 3 clusters Score -292814.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -292824.843750 Penalty: 2799.948730
	Iteration 29Q: 3 clusters Score -292824.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -292835.625000 Penalty: 2799.948730
	Iteration 30Q: 3 clusters Score -292835.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -292842.906250 Penalty: 2799.948730
	Iteration 31Q: 3 clusters Score -292842.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -292849.343750 Penalty: 2799.948730
	Iteration 32Q: 3 clusters Score -292849.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -292852.031250 Penalty: 2799.948730
	Iteration 33Q: 3 clusters Score -292852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -292854.437500 Penalty: 2799.948730
	Iteration 34Q: 3 clusters Score -292854.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -292855.187500 Penalty: 2799.948730
	Iteration 35Q: 3 clusters Score -292855.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -292856.593750 Penalty: 2799.948730
	Iteration 36Q: 3 clusters Score -292856.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -292857.875000 Penalty: 2799.948730
	Iteration 37Q: 3 clusters Score -292857.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -292864.531250 Penalty: 2799.948730
	Iteration 38Q: 3 clusters Score -292864.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -292871.093750 Penalty: 2799.948730
	Iteration 39Q: 3 clusters Score -292871.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -292872.625000 Penalty: 2799.948730
	Iteration 40F: 3 clusters Score -292872.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -292873.531250 Penalty: 2799.948730
	Iteration 41Q: 3 clusters Score -292873.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -292876.062500 Penalty: 2799.948730
	Iteration 42Q: 3 clusters Score -292876.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -292877.187500 Penalty: 2799.948730
	Iteration 43Q: 3 clusters Score -292877.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -292878.687500 Penalty: 2799.948730
	Iteration 44Q: 3 clusters Score -292878.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -292878.687500 Penalty: 2799.948730
	Iteration 45F: 3 clusters Score -292878.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (80141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80141 members 
Entering Unmasked Estep 
Score: -4289712.500000 Penalty: 1834.875732
	Iteration 0F: 2 clusters Score -4289712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -4236248.500000 Penalty: 3669.751465
	Iteration 0F: 3 clusters Score -4236248 nChanged 38077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -4259160.000000 Penalty: 3669.751465
	Iteration 1F: 3 clusters Score -4259160 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -4261257.500000 Penalty: 3669.751465
	Iteration 2F: 3 clusters Score -4261258 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48673 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -4264406.500000 Penalty: 3669.751465
	Iteration 3F: 3 clusters Score -4264406 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -4268481.500000 Penalty: 3669.751465
	Iteration 4F: 3 clusters Score -4268482 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57168 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -4272907.000000 Penalty: 3669.751465
	Iteration 5F: 3 clusters Score -4272907 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61582 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -4277143.500000 Penalty: 3669.751465
	Iteration 6F: 3 clusters Score -4277144 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65468 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -4280801.500000 Penalty: 3669.751465
	Iteration 7F: 3 clusters Score -4280802 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68505 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -4283565.500000 Penalty: 3669.751465
	Iteration 8Q: 3 clusters Score -4283566 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70624 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -4285397.000000 Penalty: 3669.751465
	Iteration 9Q: 3 clusters Score -4285397 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72101 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -4286611.000000 Penalty: 3669.751465
	Iteration 10Q: 3 clusters Score -4286611 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73083 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -4287361.500000 Penalty: 3669.751465
	Iteration 11Q: 3 clusters Score -4287362 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73793 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -4287795.500000 Penalty: 3669.751465
	Iteration 12Q: 3 clusters Score -4287796 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74362 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -4288078.000000 Penalty: 3669.751465
	Iteration 13Q: 3 clusters Score -4288078 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74817 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -4288306.000000 Penalty: 3669.751465
	Iteration 14Q: 3 clusters Score -4288306 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75208 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -4288467.000000 Penalty: 3669.751465
	Iteration 15Q: 3 clusters Score -4288467 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75508 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -4288572.500000 Penalty: 3669.751465
	Iteration 16Q: 3 clusters Score -4288572 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75768 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -4288669.000000 Penalty: 3669.751465
	Iteration 17Q: 3 clusters Score -4288669 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75974 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -4288710.500000 Penalty: 3669.751465
	Iteration 18Q: 3 clusters Score -4288710 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76145 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -4288751.000000 Penalty: 3669.751465
	Iteration 19Q: 3 clusters Score -4288751 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76297 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -4288792.000000 Penalty: 3669.751465
	Iteration 20F: 3 clusters Score -4288792 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76424 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -4288835.500000 Penalty: 3669.751465
	Iteration 21Q: 3 clusters Score -4288836 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76537 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -4288834.500000 Penalty: 3669.751465
	Iteration 22Q: 3 clusters Score -4288834 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76639 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -4288863.500000 Penalty: 3669.751465
	Iteration 23Q: 3 clusters Score -4288864 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76729 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -4288888.500000 Penalty: 3669.751465
	Iteration 24Q: 3 clusters Score -4288888 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76813 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -4288907.500000 Penalty: 3669.751465
	Iteration 25Q: 3 clusters Score -4288908 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76909 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -4288917.500000 Penalty: 3669.751465
	Iteration 26Q: 3 clusters Score -4288918 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76989 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -4288944.500000 Penalty: 3669.751465
	Iteration 27Q: 3 clusters Score -4288944 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77064 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -4288950.000000 Penalty: 3669.751465
	Iteration 28Q: 3 clusters Score -4288950 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77125 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -4288959.000000 Penalty: 3669.751465
	Iteration 29Q: 3 clusters Score -4288959 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77179 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -4288974.000000 Penalty: 3669.751465
	Iteration 30Q: 3 clusters Score -4288974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77226 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -4288974.000000 Penalty: 3669.751465
	Iteration 31Q: 3 clusters Score -4288974 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77283 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -4288999.500000 Penalty: 3669.751465
	Iteration 32Q: 3 clusters Score -4289000 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77342 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -4289020.500000 Penalty: 3669.751465
	Iteration 33Q: 3 clusters Score -4289020 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77404 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -4289048.500000 Penalty: 3669.751465
	Iteration 34Q: 3 clusters Score -4289048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77449 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -4289045.000000 Penalty: 3669.751465
	Iteration 35Q: 3 clusters Score -4289045 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77488 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -4289061.500000 Penalty: 3669.751465
	Iteration 36Q: 3 clusters Score -4289062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77517 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -4289060.000000 Penalty: 3669.751465
	Iteration 37Q: 3 clusters Score -4289060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77540 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4289066.500000 Penalty: 3669.751465
	Iteration 38Q: 3 clusters Score -4289066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77561 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4289068.500000 Penalty: 3669.751465
	Iteration 39Q: 3 clusters Score -4289068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77582 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -4289069.500000 Penalty: 3669.751465
	Iteration 40F: 3 clusters Score -4289070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77599 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -4289062.000000 Penalty: 3669.751465
	Iteration 41Q: 3 clusters Score -4289062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77613 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4289067.000000 Penalty: 3669.751465
	Iteration 42Q: 3 clusters Score -4289067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77635 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4289068.500000 Penalty: 3669.751465
	Iteration 43Q: 3 clusters Score -4289068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77661 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -4289073.000000 Penalty: 3669.751465
	Iteration 44Q: 3 clusters Score -4289073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77680 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -4289076.500000 Penalty: 3669.751465
	Iteration 45Q: 3 clusters Score -4289076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77700 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -4289078.000000 Penalty: 3669.751465
	Iteration 46Q: 3 clusters Score -4289078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77710 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4289085.000000 Penalty: 3669.751465
	Iteration 47Q: 3 clusters Score -4289085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77722 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4289092.500000 Penalty: 3669.751465
	Iteration 48Q: 3 clusters Score -4289092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77734 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -4289094.000000 Penalty: 3669.751465
	Iteration 49Q: 3 clusters Score -4289094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77744 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4289101.000000 Penalty: 3669.751465
	Iteration 50Q: 3 clusters Score -4289101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77747 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -4289101.000000 Penalty: 3669.751465
	Iteration 51Q: 3 clusters Score -4289101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77749 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4289098.500000 Penalty: 3669.751465
	Iteration 52Q: 3 clusters Score -4289098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77751 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4289100.000000 Penalty: 3669.751465
	Iteration 53Q: 3 clusters Score -4289100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77752 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -4289096.500000 Penalty: 3669.751465
	Iteration 54Q: 3 clusters Score -4289096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77754 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4289100.500000 Penalty: 3669.751465
	Iteration 55Q: 3 clusters Score -4289100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77756 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -4289107.000000 Penalty: 3669.751465
	Iteration 56Q: 3 clusters Score -4289107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77761 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -4289106.500000 Penalty: 3669.751465
	Iteration 57Q: 3 clusters Score -4289106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77772 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -4289110.000000 Penalty: 3669.751465
	Iteration 58Q: 3 clusters Score -4289110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77782 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -4289107.000000 Penalty: 3669.751465
	Iteration 59Q: 3 clusters Score -4289107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77786 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -4289106.000000 Penalty: 3669.751465
	Iteration 60F: 3 clusters Score -4289106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77791 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4289104.500000 Penalty: 3669.751465
	Iteration 61Q: 3 clusters Score -4289104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77795 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -4289106.000000 Penalty: 3669.751465
	Iteration 62Q: 3 clusters Score -4289106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77798 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4289104.500000 Penalty: 3669.751465
	Iteration 63Q: 3 clusters Score -4289104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77801 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4289106.500000 Penalty: 3669.751465
	Iteration 64Q: 3 clusters Score -4289106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77803 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -4289107.500000 Penalty: 3669.751465
	Iteration 65Q: 3 clusters Score -4289108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77803 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -4289107.500000 Penalty: 3669.751465
	Iteration 66F: 3 clusters Score -4289108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -167866.765625 Penalty: 1315.534668
	Iteration 0F: 2 clusters Score -167866.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -164966.234375 Penalty: 2631.069336
	Iteration 0F: 3 clusters Score -164966.2 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -165643.609375 Penalty: 2631.069336
	Iteration 1F: 3 clusters Score -165643.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -165775.500000 Penalty: 2631.069336
	Iteration 2F: 3 clusters Score -165775.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -165848.812500 Penalty: 2631.069336
	Iteration 3Q: 3 clusters Score -165848.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -165902.703125 Penalty: 2631.069336
	Iteration 4Q: 3 clusters Score -165902.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -165929.390625 Penalty: 2631.069336
	Iteration 5Q: 3 clusters Score -165929.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -165950.875000 Penalty: 2631.069336
	Iteration 6Q: 3 clusters Score -165950.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -165962.750000 Penalty: 2631.069336
	Iteration 7Q: 3 clusters Score -165962.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -165971.515625 Penalty: 2631.069336
	Iteration 8Q: 3 clusters Score -165971.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -165980.171875 Penalty: 2631.069336
	Iteration 9Q: 3 clusters Score -165980.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -165988.406250 Penalty: 2631.069336
	Iteration 10Q: 3 clusters Score -165988.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -165994.390625 Penalty: 2631.069336
	Iteration 11Q: 3 clusters Score -165994.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -165998.046875 Penalty: 2631.069336
	Iteration 12Q: 3 clusters Score -165998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -166002.187500 Penalty: 2631.069336
	Iteration 13Q: 3 clusters Score -166002.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -166004.718750 Penalty: 2631.069336
	Iteration 14Q: 3 clusters Score -166004.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -166007.125000 Penalty: 2631.069336
	Iteration 15Q: 3 clusters Score -166007.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -166008.640625 Penalty: 2631.069336
	Iteration 16Q: 3 clusters Score -166008.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -166009.843750 Penalty: 2631.069336
	Iteration 17Q: 3 clusters Score -166009.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -166010.859375 Penalty: 2631.069336
	Iteration 18Q: 3 clusters Score -166010.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -166013.093750 Penalty: 2631.069336
	Iteration 19Q: 3 clusters Score -166013.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -166015.109375 Penalty: 2631.069336
	Iteration 20F: 3 clusters Score -166015.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -166017.203125 Penalty: 2631.069336
	Iteration 21Q: 3 clusters Score -166017.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -166020.828125 Penalty: 2631.069336
	Iteration 22Q: 3 clusters Score -166020.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -166024.390625 Penalty: 2631.069336
	Iteration 23Q: 3 clusters Score -166024.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -166027.015625 Penalty: 2631.069336
	Iteration 24Q: 3 clusters Score -166027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -166030.781250 Penalty: 2631.069336
	Iteration 25Q: 3 clusters Score -166030.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -166033.421875 Penalty: 2631.069336
	Iteration 26Q: 3 clusters Score -166033.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -166035.593750 Penalty: 2631.069336
	Iteration 27Q: 3 clusters Score -166035.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -166036.812500 Penalty: 2631.069336
	Iteration 28Q: 3 clusters Score -166036.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -166037.468750 Penalty: 2631.069336
	Iteration 29Q: 3 clusters Score -166037.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -166038.937500 Penalty: 2631.069336
	Iteration 30Q: 3 clusters Score -166038.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -166040.781250 Penalty: 2631.069336
	Iteration 31Q: 3 clusters Score -166040.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -166043.140625 Penalty: 2631.069336
	Iteration 32Q: 3 clusters Score -166043.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -166045.296875 Penalty: 2631.069336
	Iteration 33Q: 3 clusters Score -166045.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -166047.171875 Penalty: 2631.069336
	Iteration 34Q: 3 clusters Score -166047.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -166047.984375 Penalty: 2631.069336
	Iteration 35Q: 3 clusters Score -166048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -166048.890625 Penalty: 2631.069336
	Iteration 36Q: 3 clusters Score -166048.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -166049.828125 Penalty: 2631.069336
	Iteration 37Q: 3 clusters Score -166049.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -166050.453125 Penalty: 2631.069336
	Iteration 38Q: 3 clusters Score -166050.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -166051.125000 Penalty: 2631.069336
	Iteration 39Q: 3 clusters Score -166051.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -166052.656250 Penalty: 2631.069336
	Iteration 40F: 3 clusters Score -166052.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -166053.234375 Penalty: 2631.069336
	Iteration 41Q: 3 clusters Score -166053.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -166053.937500 Penalty: 2631.069336
	Iteration 42Q: 3 clusters Score -166053.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -166055.187500 Penalty: 2631.069336
	Iteration 43Q: 3 clusters Score -166055.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -166055.562500 Penalty: 2631.069336
	Iteration 44Q: 3 clusters Score -166055.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -166056.062500 Penalty: 2631.069336
	Iteration 45Q: 3 clusters Score -166056.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -166056.984375 Penalty: 2631.069336
	Iteration 46Q: 3 clusters Score -166057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -166057.812500 Penalty: 2631.069336
	Iteration 47Q: 3 clusters Score -166057.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -166057.796875 Penalty: 2631.069336
	Iteration 48Q: 3 clusters Score -166057.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -166058.250000 Penalty: 2631.069336
	Iteration 49Q: 3 clusters Score -166058.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -166058.937500 Penalty: 2631.069336
	Iteration 50Q: 3 clusters Score -166058.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -166059.187500 Penalty: 2631.069336
	Iteration 51Q: 3 clusters Score -166059.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -166060.937500 Penalty: 2631.069336
	Iteration 52Q: 3 clusters Score -166060.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -166061.593750 Penalty: 2631.069336
	Iteration 53Q: 3 clusters Score -166061.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -166062.500000 Penalty: 2631.069336
	Iteration 54Q: 3 clusters Score -166062.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -166063.718750 Penalty: 2631.069336
	Iteration 55Q: 3 clusters Score -166063.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -166065.359375 Penalty: 2631.069336
	Iteration 56Q: 3 clusters Score -166065.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -166067.593750 Penalty: 2631.069336
	Iteration 57Q: 3 clusters Score -166067.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -166068.890625 Penalty: 2631.069336
	Iteration 58Q: 3 clusters Score -166068.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -166069.531250 Penalty: 2631.069336
	Iteration 59Q: 3 clusters Score -166069.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -166069.859375 Penalty: 2631.069336
	Iteration 60F: 3 clusters Score -166069.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -166072.156250 Penalty: 2631.069336
	Iteration 61Q: 3 clusters Score -166072.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -166075.140625 Penalty: 2631.069336
	Iteration 62Q: 3 clusters Score -166075.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -166078.765625 Penalty: 2631.069336
	Iteration 63Q: 3 clusters Score -166078.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -166081.703125 Penalty: 2631.069336
	Iteration 64Q: 3 clusters Score -166081.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -166084.359375 Penalty: 2631.069336
	Iteration 65Q: 3 clusters Score -166084.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -166088.546875 Penalty: 2631.069336
	Iteration 66Q: 3 clusters Score -166088.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -166092.015625 Penalty: 2631.069336
	Iteration 67Q: 3 clusters Score -166092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -166095.359375 Penalty: 2631.069336
	Iteration 68Q: 3 clusters Score -166095.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -166099.468750 Penalty: 2631.069336
	Iteration 69Q: 3 clusters Score -166099.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -166102.296875 Penalty: 2631.069336
	Iteration 70Q: 3 clusters Score -166102.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -166105.640625 Penalty: 2631.069336
	Iteration 71Q: 3 clusters Score -166105.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -166112.531250 Penalty: 2631.069336
	Iteration 72Q: 3 clusters Score -166112.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -166120.671875 Penalty: 2631.069336
	Iteration 73Q: 3 clusters Score -166120.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -166129.250000 Penalty: 2631.069336
	Iteration 74Q: 3 clusters Score -166129.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -166144.468750 Penalty: 2631.069336
	Iteration 75Q: 3 clusters Score -166144.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -166166.234375 Penalty: 2631.069336
	Iteration 76Q: 3 clusters Score -166166.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -166191.125000 Penalty: 2631.069336
	Iteration 77Q: 3 clusters Score -166191.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -166221.859375 Penalty: 2631.069336
	Iteration 78Q: 3 clusters Score -166221.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -166262.984375 Penalty: 2631.069336
	Iteration 79Q: 3 clusters Score -166263 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -166319.359375 Penalty: 2631.069336
	Iteration 80F: 3 clusters Score -166319.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -166391.046875 Penalty: 2631.069336
	Iteration 81Q: 3 clusters Score -166391 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -166474.562500 Penalty: 2631.069336
	Iteration 82Q: 3 clusters Score -166474.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -166577.062500 Penalty: 2631.069336
	Iteration 83Q: 3 clusters Score -166577.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -166660.531250 Penalty: 2631.069336
	Iteration 84Q: 3 clusters Score -166660.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -166719.796875 Penalty: 2631.069336
	Iteration 85Q: 3 clusters Score -166719.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -166760.515625 Penalty: 2631.069336
	Iteration 86Q: 3 clusters Score -166760.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -166795.140625 Penalty: 2631.069336
	Iteration 87Q: 3 clusters Score -166795.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -166821.750000 Penalty: 2631.069336
	Iteration 88Q: 3 clusters Score -166821.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -166840.890625 Penalty: 2631.069336
	Iteration 89Q: 3 clusters Score -166840.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -166852.578125 Penalty: 2631.069336
	Iteration 90Q: 3 clusters Score -166852.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -166860.500000 Penalty: 2631.069336
	Iteration 91Q: 3 clusters Score -166860.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -166864.437500 Penalty: 2631.069336
	Iteration 92Q: 3 clusters Score -166864.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -166866.703125 Penalty: 2631.069336
	Iteration 93Q: 3 clusters Score -166866.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -166870.093750 Penalty: 2631.069336
	Iteration 94Q: 3 clusters Score -166870.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -166871.265625 Penalty: 2631.069336
	Iteration 95Q: 3 clusters Score -166871.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -166872.062500 Penalty: 2631.069336
	Iteration 96Q: 3 clusters Score -166872.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -166873.171875 Penalty: 2631.069336
	Iteration 97Q: 3 clusters Score -166873.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -166874.421875 Penalty: 2631.069336
	Iteration 98Q: 3 clusters Score -166874.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -166877.562500 Penalty: 2631.069336
	Iteration 99Q: 3 clusters Score -166877.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -166880.468750 Penalty: 2631.069336
	Iteration 100F: 3 clusters Score -166880.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -166883.281250 Penalty: 2631.069336
	Iteration 101Q: 3 clusters Score -166883.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -166885.593750 Penalty: 2631.069336
	Iteration 102Q: 3 clusters Score -166885.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -166887.109375 Penalty: 2631.069336
	Iteration 103Q: 3 clusters Score -166887.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -166888.796875 Penalty: 2631.069336
	Iteration 104Q: 3 clusters Score -166888.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -166889.343750 Penalty: 2631.069336
	Iteration 105Q: 3 clusters Score -166889.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -166889.343750 Penalty: 2631.069336
	Iteration 106F: 3 clusters Score -166889.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Entering Unmasked Estep 
Score: -489033.187500 Penalty: 1478.344971
	Iteration 0F: 2 clusters Score -489033.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -482519.718750 Penalty: 2956.689941
	Iteration 0F: 3 clusters Score -482519.7 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -484531.187500 Penalty: 2956.689941
	Iteration 1F: 3 clusters Score -484531.2 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -484809.000000 Penalty: 2956.689941
	Iteration 2F: 3 clusters Score -484809 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -485016.062500 Penalty: 2956.689941
	Iteration 3F: 3 clusters Score -485016.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -485167.718750 Penalty: 2956.689941
	Iteration 4Q: 3 clusters Score -485167.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -485287.750000 Penalty: 2956.689941
	Iteration 5Q: 3 clusters Score -485287.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -485393.593750 Penalty: 2956.689941
	Iteration 6Q: 3 clusters Score -485393.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -485493.406250 Penalty: 2956.689941
	Iteration 7Q: 3 clusters Score -485493.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -485600.812500 Penalty: 2956.689941
	Iteration 8Q: 3 clusters Score -485600.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -485718.156250 Penalty: 2956.689941
	Iteration 9Q: 3 clusters Score -485718.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -485849.250000 Penalty: 2956.689941
	Iteration 10Q: 3 clusters Score -485849.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -486050.375000 Penalty: 2956.689941
	Iteration 11Q: 3 clusters Score -486050.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -486294.250000 Penalty: 2956.689941
	Iteration 12Q: 3 clusters Score -486294.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -486541.187500 Penalty: 2956.689941
	Iteration 13Q: 3 clusters Score -486541.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -486773.093750 Penalty: 2956.689941
	Iteration 14Q: 3 clusters Score -486773.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -487008.843750 Penalty: 2956.689941
	Iteration 15Q: 3 clusters Score -487008.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -487182.312500 Penalty: 2956.689941
	Iteration 16Q: 3 clusters Score -487182.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -487320.187500 Penalty: 2956.689941
	Iteration 17Q: 3 clusters Score -487320.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -487425.156250 Penalty: 2956.689941
	Iteration 18Q: 3 clusters Score -487425.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -487505.906250 Penalty: 2956.689941
	Iteration 19Q: 3 clusters Score -487505.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -487567.187500 Penalty: 2956.689941
	Iteration 20F: 3 clusters Score -487567.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -487607.531250 Penalty: 2956.689941
	Iteration 21Q: 3 clusters Score -487607.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -487638.718750 Penalty: 2956.689941
	Iteration 22Q: 3 clusters Score -487638.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -487670.625000 Penalty: 2956.689941
	Iteration 23Q: 3 clusters Score -487670.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -487692.750000 Penalty: 2956.689941
	Iteration 24Q: 3 clusters Score -487692.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -487708.937500 Penalty: 2956.689941
	Iteration 25Q: 3 clusters Score -487708.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -487717.812500 Penalty: 2956.689941
	Iteration 26Q: 3 clusters Score -487717.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -487728.656250 Penalty: 2956.689941
	Iteration 27Q: 3 clusters Score -487728.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -487732.562500 Penalty: 2956.689941
	Iteration 28Q: 3 clusters Score -487732.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -487736.781250 Penalty: 2956.689941
	Iteration 29Q: 3 clusters Score -487736.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -487742.062500 Penalty: 2956.689941
	Iteration 30Q: 3 clusters Score -487742.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -487745.375000 Penalty: 2956.689941
	Iteration 31Q: 3 clusters Score -487745.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -487748.343750 Penalty: 2956.689941
	Iteration 32Q: 3 clusters Score -487748.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -487751.968750 Penalty: 2956.689941
	Iteration 33Q: 3 clusters Score -487752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -487753.906250 Penalty: 2956.689941
	Iteration 34Q: 3 clusters Score -487753.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -487754.375000 Penalty: 2956.689941
	Iteration 35Q: 3 clusters Score -487754.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -487755.187500 Penalty: 2956.689941
	Iteration 36Q: 3 clusters Score -487755.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -487755.187500 Penalty: 2956.689941
	Iteration 37F: 3 clusters Score -487755.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Entering Unmasked Estep 
Score: -519130.312500 Penalty: 1489.724854
	Iteration 0F: 2 clusters Score -519130.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -512180.218750 Penalty: 2979.449707
	Iteration 0F: 3 clusters Score -512180.2 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -514598.750000 Penalty: 2979.449707
	Iteration 1F: 3 clusters Score -514598.8 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -514937.312500 Penalty: 2979.449707
	Iteration 2F: 3 clusters Score -514937.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -515259.031250 Penalty: 2979.449707
	Iteration 3F: 3 clusters Score -515259 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -515518.000000 Penalty: 2979.449707
	Iteration 4F: 3 clusters Score -515518 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -515799.031250 Penalty: 2979.449707
	Iteration 5F: 3 clusters Score -515799 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -516070.250000 Penalty: 2979.449707
	Iteration 6F: 3 clusters Score -516070.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -516305.906250 Penalty: 2979.449707
	Iteration 7Q: 3 clusters Score -516305.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -516503.843750 Penalty: 2979.449707
	Iteration 8Q: 3 clusters Score -516503.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -516665.500000 Penalty: 2979.449707
	Iteration 9Q: 3 clusters Score -516665.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -516826.625000 Penalty: 2979.449707
	Iteration 10Q: 3 clusters Score -516826.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -516988.125000 Penalty: 2979.449707
	Iteration 11Q: 3 clusters Score -516988.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -517164.625000 Penalty: 2979.449707
	Iteration 12Q: 3 clusters Score -517164.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -517325.187500 Penalty: 2979.449707
	Iteration 13Q: 3 clusters Score -517325.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -517460.093750 Penalty: 2979.449707
	Iteration 14Q: 3 clusters Score -517460.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -517584.375000 Penalty: 2979.449707
	Iteration 15Q: 3 clusters Score -517584.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -517684.812500 Penalty: 2979.449707
	Iteration 16Q: 3 clusters Score -517684.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -517755.312500 Penalty: 2979.449707
	Iteration 17Q: 3 clusters Score -517755.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -517800.156250 Penalty: 2979.449707
	Iteration 18Q: 3 clusters Score -517800.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -517825.625000 Penalty: 2979.449707
	Iteration 19Q: 3 clusters Score -517825.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -517858.781250 Penalty: 2979.449707
	Iteration 20F: 3 clusters Score -517858.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -517879.750000 Penalty: 2979.449707
	Iteration 21Q: 3 clusters Score -517879.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -517893.375000 Penalty: 2979.449707
	Iteration 22Q: 3 clusters Score -517893.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -517906.562500 Penalty: 2979.449707
	Iteration 23Q: 3 clusters Score -517906.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -517920.031250 Penalty: 2979.449707
	Iteration 24Q: 3 clusters Score -517920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -517932.156250 Penalty: 2979.449707
	Iteration 25Q: 3 clusters Score -517932.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -517942.968750 Penalty: 2979.449707
	Iteration 26Q: 3 clusters Score -517943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -517951.218750 Penalty: 2979.449707
	Iteration 27Q: 3 clusters Score -517951.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -517959.031250 Penalty: 2979.449707
	Iteration 28Q: 3 clusters Score -517959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -517971.781250 Penalty: 2979.449707
	Iteration 29Q: 3 clusters Score -517971.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -517985.000000 Penalty: 2979.449707
	Iteration 30Q: 3 clusters Score -517985 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -517996.375000 Penalty: 2979.449707
	Iteration 31Q: 3 clusters Score -517996.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -518006.906250 Penalty: 2979.449707
	Iteration 32Q: 3 clusters Score -518006.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -518014.875000 Penalty: 2979.449707
	Iteration 33Q: 3 clusters Score -518014.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -518020.375000 Penalty: 2979.449707
	Iteration 34Q: 3 clusters Score -518020.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -518024.000000 Penalty: 2979.449707
	Iteration 35Q: 3 clusters Score -518024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -518027.500000 Penalty: 2979.449707
	Iteration 36Q: 3 clusters Score -518027.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -518028.937500 Penalty: 2979.449707
	Iteration 37Q: 3 clusters Score -518028.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -518032.875000 Penalty: 2979.449707
	Iteration 38Q: 3 clusters Score -518032.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -518038.718750 Penalty: 2979.449707
	Iteration 39Q: 3 clusters Score -518038.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -518043.968750 Penalty: 2979.449707
	Iteration 40F: 3 clusters Score -518044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -518051.843750 Penalty: 2979.449707
	Iteration 41Q: 3 clusters Score -518051.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -518058.343750 Penalty: 2979.449707
	Iteration 42Q: 3 clusters Score -518058.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -518062.718750 Penalty: 2979.449707
	Iteration 43Q: 3 clusters Score -518062.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -518064.718750 Penalty: 2979.449707
	Iteration 44Q: 3 clusters Score -518064.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -518065.312500 Penalty: 2979.449707
	Iteration 45Q: 3 clusters Score -518065.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -518065.812500 Penalty: 2979.449707
	Iteration 46Q: 3 clusters Score -518065.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -518065.937500 Penalty: 2979.449707
	Iteration 47Q: 3 clusters Score -518065.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -518066.718750 Penalty: 2979.449707
	Iteration 48Q: 3 clusters Score -518066.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -518066.718750 Penalty: 2979.449707
	Iteration 49F: 3 clusters Score -518066.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (196795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196795 members 
Entering Unmasked Estep 
Score: -10637110.000000 Penalty: 1980.861572
	Iteration 0F: 2 clusters Score -1.063711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98527 members 
Mstep: Class 2 contains 98268 members 
Entering Unmasked Estep 
Score: -10504690.000000 Penalty: 3961.723145
	Iteration 0F: 3 clusters Score -1.050469e+07 nChanged 95415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102362 members 
Mstep: Class 2 contains 94433 members 
Entering Unmasked Estep 
Score: -10560933.000000 Penalty: 3961.723145
	Iteration 1F: 3 clusters Score -1.056093e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105103 members 
Mstep: Class 2 contains 91692 members 
Entering Unmasked Estep 
Score: -10562510.000000 Penalty: 3961.723145
	Iteration 2Q: 3 clusters Score -1.056251e+07 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109453 members 
Mstep: Class 2 contains 87342 members 
Entering Unmasked Estep 
Score: -10564856.000000 Penalty: 3961.723145
	Iteration 3Q: 3 clusters Score -1.056486e+07 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116172 members 
Mstep: Class 2 contains 80623 members 
Entering Unmasked Estep 
Score: -10568923.000000 Penalty: 3961.723145
	Iteration 4Q: 3 clusters Score -1.056892e+07 nChanged 12067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125931 members 
Mstep: Class 2 contains 70864 members 
Entering Unmasked Estep 
Score: -10575585.000000 Penalty: 3961.723145
	Iteration 5F: 3 clusters Score -1.057558e+07 nChanged 14354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138497 members 
Mstep: Class 2 contains 58298 members 
Entering Unmasked Estep 
Score: -10585394.000000 Penalty: 3961.723145
	Iteration 6F: 3 clusters Score -1.058539e+07 nChanged 15257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152588 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -10597121.000000 Penalty: 3961.723145
	Iteration 7F: 3 clusters Score -1.059712e+07 nChanged 14378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166470 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -10609319.000000 Penalty: 3961.723145
	Iteration 8F: 3 clusters Score -1.060932e+07 nChanged 12228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178564 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -10620286.000000 Penalty: 3961.723145
	Iteration 9F: 3 clusters Score -1.062029e+07 nChanged 8628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187166 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -10628012.000000 Penalty: 3961.723145
	Iteration 10Q: 3 clusters Score -1.062801e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192234 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -10632346.000000 Penalty: 3961.723145
	Iteration 11Q: 3 clusters Score -1.063235e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194641 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -10634210.000000 Penalty: 3961.723145
	Iteration 12Q: 3 clusters Score -1.063421e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195663 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -10635001.000000 Penalty: 3961.723145
	Iteration 13Q: 3 clusters Score -1.0635e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196078 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -10635249.000000 Penalty: 3961.723145
	Iteration 14Q: 3 clusters Score -1.063525e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196238 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10635336.000000 Penalty: 3961.723145
	Iteration 15Q: 3 clusters Score -1.063534e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196314 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -10635414.000000 Penalty: 3961.723145
	Iteration 16Q: 3 clusters Score -1.063541e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196351 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -10635434.000000 Penalty: 3961.723145
	Iteration 17Q: 3 clusters Score -1.063543e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196380 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -10635443.000000 Penalty: 3961.723145
	Iteration 18Q: 3 clusters Score -1.063544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196395 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -10635467.000000 Penalty: 3961.723145
	Iteration 19Q: 3 clusters Score -1.063547e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196403 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -10635458.000000 Penalty: 3961.723145
	Iteration 20F: 3 clusters Score -1.063546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196408 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -10635464.000000 Penalty: 3961.723145
	Iteration 21Q: 3 clusters Score -1.063546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196411 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -10635468.000000 Penalty: 3961.723145
	Iteration 22Q: 3 clusters Score -1.063547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196415 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -10635469.000000 Penalty: 3961.723145
	Iteration 23Q: 3 clusters Score -1.063547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196418 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -10635472.000000 Penalty: 3961.723145
	Iteration 24Q: 3 clusters Score -1.063547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196422 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -10635477.000000 Penalty: 3961.723145
	Iteration 25Q: 3 clusters Score -1.063548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196424 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -10635474.000000 Penalty: 3961.723145
	Iteration 26Q: 3 clusters Score -1.063547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196428 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -10635478.000000 Penalty: 3961.723145
	Iteration 27Q: 3 clusters Score -1.063548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196432 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -10635471.000000 Penalty: 3961.723145
	Iteration 28Q: 3 clusters Score -1.063547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196431 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -10635471.000000 Penalty: 3961.723145
	Iteration 29Q: 3 clusters Score -1.063547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196430 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -10635469.000000 Penalty: 3961.723145
	Iteration 30Q: 3 clusters Score -1.063547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196432 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -10635471.000000 Penalty: 3961.723145
	Iteration 31Q: 3 clusters Score -1.063547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196433 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -10635477.000000 Penalty: 3961.723145
	Iteration 32Q: 3 clusters Score -1.063548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196433 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -10635478.000000 Penalty: 3961.723145
	Iteration 33Q: 3 clusters Score -1.063548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196432 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -10635475.000000 Penalty: 3961.723145
	Iteration 34Q: 3 clusters Score -1.063548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196432 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -10635475.000000 Penalty: 3961.723145
	Iteration 35F: 3 clusters Score -1.063548e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Entering Unmasked Estep 
Score: -73016.617188 Penalty: 1210.354248
	Iteration 0F: 2 clusters Score -73016.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -71137.007812 Penalty: 2420.708496
	Iteration 0F: 3 clusters Score -71137.01 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -71655.054688 Penalty: 2420.708496
	Iteration 1F: 3 clusters Score -71655.05 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -71969.273438 Penalty: 2420.708496
	Iteration 2F: 3 clusters Score -71969.27 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -72346.820312 Penalty: 2420.708496
	Iteration 3F: 3 clusters Score -72346.82 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -72629.023438 Penalty: 2420.708496
	Iteration 4F: 3 clusters Score -72629.02 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -72820.718750 Penalty: 2420.708496
	Iteration 5F: 3 clusters Score -72820.72 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -72944.382812 Penalty: 2420.708496
	Iteration 6Q: 3 clusters Score -72944.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -72996.765625 Penalty: 2420.708496
	Iteration 7Q: 3 clusters Score -72996.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -73020.109375 Penalty: 2420.708496
	Iteration 8Q: 3 clusters Score -73020.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -73045.859375 Penalty: 2420.708496
	Iteration 9Q: 3 clusters Score -73045.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -73071.265625 Penalty: 2420.708496
	Iteration 10Q: 3 clusters Score -73071.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -73115.210938 Penalty: 2420.708496
	Iteration 11Q: 3 clusters Score -73115.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -73156.617188 Penalty: 2420.708496
	Iteration 12Q: 3 clusters Score -73156.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -73189.406250 Penalty: 2420.708496
	Iteration 13Q: 3 clusters Score -73189.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -73213.187500 Penalty: 2420.708496
	Iteration 14Q: 3 clusters Score -73213.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -73236.546875 Penalty: 2420.708496
	Iteration 15Q: 3 clusters Score -73236.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -73259.125000 Penalty: 2420.708496
	Iteration 16Q: 3 clusters Score -73259.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -73277.539062 Penalty: 2420.708496
	Iteration 17Q: 3 clusters Score -73277.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -73292.992188 Penalty: 2420.708496
	Iteration 18Q: 3 clusters Score -73292.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -73302.984375 Penalty: 2420.708496
	Iteration 19Q: 3 clusters Score -73302.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -73307.781250 Penalty: 2420.708496
	Iteration 20F: 3 clusters Score -73307.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -73309.460938 Penalty: 2420.708496
	Iteration 21Q: 3 clusters Score -73309.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -73309.859375 Penalty: 2420.708496
	Iteration 22Q: 3 clusters Score -73309.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -73310.812500 Penalty: 2420.708496
	Iteration 23Q: 3 clusters Score -73310.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -73311.140625 Penalty: 2420.708496
	Iteration 24Q: 3 clusters Score -73311.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -73311.140625 Penalty: 2420.708496
	Iteration 25F: 3 clusters Score -73311.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 92766 members 
Mstep: Class 3 contains 4994 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 5907 members 
Mstep: Class 6 contains 17279 members 
Mstep: Class 7 contains 10023 members 
Mstep: Class 8 contains 60847 members 
Mstep: Class 9 contains 7893 members 
Mstep: Class 10 contains 100346 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 7092 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 8582 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80141 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 9581 members 
Mstep: Class 21 contains 196795 members 
Mstep: Class 22 contains 957 members 
Mstep: Class 23 contains 20837 members 
Mstep: Class 24 contains 7880 members 
Mstep: Class 25 contains 7957 members 
Mstep: Class 26 contains 760 members 
Entering Unmasked Estep 
Score: -35932200.000000 Penalty: 56928.328125
Splitting cluster 22 changes total score from -35932892.000000 to -35932200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (20837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Entering Unmasked Estep 
Score: -1055124.500000 Penalty: 1615.978882
	Iteration 0F: 2 clusters Score -1055124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1040929.687500 Penalty: 3231.957764
	Iteration 0F: 3 clusters Score -1040930 nChanged 9413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1046208.562500 Penalty: 3231.957764
	Iteration 1F: 3 clusters Score -1046209 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1046629.187500 Penalty: 3231.957764
	Iteration 2F: 3 clusters Score -1046629 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1046999.875000 Penalty: 3231.957764
	Iteration 3Q: 3 clusters Score -1047000 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1047358.687500 Penalty: 3231.957764
	Iteration 4Q: 3 clusters Score -1047359 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1047754.875000 Penalty: 3231.957764
	Iteration 5Q: 3 clusters Score -1047755 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1048195.250000 Penalty: 3231.957764
	Iteration 6Q: 3 clusters Score -1048195 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1048696.625000 Penalty: 3231.957764
	Iteration 7Q: 3 clusters Score -1048697 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1049289.000000 Penalty: 3231.957764
	Iteration 8Q: 3 clusters Score -1049289 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1049958.125000 Penalty: 3231.957764
	Iteration 9Q: 3 clusters Score -1049958 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1050683.375000 Penalty: 3231.957764
	Iteration 10Q: 3 clusters Score -1050683 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1051396.750000 Penalty: 3231.957764
	Iteration 11Q: 3 clusters Score -1051397 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1052007.500000 Penalty: 3231.957764
	Iteration 12Q: 3 clusters Score -1052008 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -1052486.250000 Penalty: 3231.957764
	Iteration 13Q: 3 clusters Score -1052486 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1052857.500000 Penalty: 3231.957764
	Iteration 14Q: 3 clusters Score -1052858 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -1053087.875000 Penalty: 3231.957764
	Iteration 15Q: 3 clusters Score -1053088 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -1053254.125000 Penalty: 3231.957764
	Iteration 16Q: 3 clusters Score -1053254 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -1053354.250000 Penalty: 3231.957764
	Iteration 17Q: 3 clusters Score -1053354 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -1053416.750000 Penalty: 3231.957764
	Iteration 18Q: 3 clusters Score -1053417 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -1053462.375000 Penalty: 3231.957764
	Iteration 19Q: 3 clusters Score -1053462 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -1053501.625000 Penalty: 3231.957764
	Iteration 20F: 3 clusters Score -1053502 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1053533.125000 Penalty: 3231.957764
	Iteration 21Q: 3 clusters Score -1053533 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -1053567.375000 Penalty: 3231.957764
	Iteration 22Q: 3 clusters Score -1053567 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -1053590.875000 Penalty: 3231.957764
	Iteration 23Q: 3 clusters Score -1053591 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -1053626.375000 Penalty: 3231.957764
	Iteration 24Q: 3 clusters Score -1053626 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -1053661.375000 Penalty: 3231.957764
	Iteration 25Q: 3 clusters Score -1053661 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1053701.375000 Penalty: 3231.957764
	Iteration 26Q: 3 clusters Score -1053701 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -1053748.875000 Penalty: 3231.957764
	Iteration 27Q: 3 clusters Score -1053749 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -1053806.750000 Penalty: 3231.957764
	Iteration 28Q: 3 clusters Score -1053807 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -1053866.500000 Penalty: 3231.957764
	Iteration 29Q: 3 clusters Score -1053866 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -1053932.750000 Penalty: 3231.957764
	Iteration 30Q: 3 clusters Score -1053933 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -1053986.625000 Penalty: 3231.957764
	Iteration 31Q: 3 clusters Score -1053987 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -1054024.625000 Penalty: 3231.957764
	Iteration 32Q: 3 clusters Score -1054025 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -1054054.375000 Penalty: 3231.957764
	Iteration 33Q: 3 clusters Score -1054054 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -1054086.750000 Penalty: 3231.957764
	Iteration 34Q: 3 clusters Score -1054087 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -1054102.750000 Penalty: 3231.957764
	Iteration 35Q: 3 clusters Score -1054103 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -1054113.000000 Penalty: 3231.957764
	Iteration 36Q: 3 clusters Score -1054113 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -1054121.250000 Penalty: 3231.957764
	Iteration 37Q: 3 clusters Score -1054121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -1054128.500000 Penalty: 3231.957764
	Iteration 38Q: 3 clusters Score -1054128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -1054134.500000 Penalty: 3231.957764
	Iteration 39Q: 3 clusters Score -1054134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -1054149.000000 Penalty: 3231.957764
	Iteration 40F: 3 clusters Score -1054149 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -1054157.625000 Penalty: 3231.957764
	Iteration 41Q: 3 clusters Score -1054158 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -1054163.875000 Penalty: 3231.957764
	Iteration 42Q: 3 clusters Score -1054164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -1054164.375000 Penalty: 3231.957764
	Iteration 43Q: 3 clusters Score -1054164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -1054170.375000 Penalty: 3231.957764
	Iteration 44Q: 3 clusters Score -1054170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -1054169.250000 Penalty: 3231.957764
	Iteration 45Q: 3 clusters Score -1054169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -1054170.375000 Penalty: 3231.957764
	Iteration 46Q: 3 clusters Score -1054170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -1054167.250000 Penalty: 3231.957764
	Iteration 47Q: 3 clusters Score -1054167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -1054168.875000 Penalty: 3231.957764
	Iteration 48Q: 3 clusters Score -1054169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -1054168.375000 Penalty: 3231.957764
	Iteration 49Q: 3 clusters Score -1054168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -1054168.375000 Penalty: 3231.957764
	Iteration 50F: 3 clusters Score -1054168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Entering Unmasked Estep 
Score: -402722.125000 Penalty: 1457.963501
	Iteration 0F: 2 clusters Score -402722.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -397000.187500 Penalty: 2915.927002
	Iteration 0F: 3 clusters Score -397000.2 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -398800.687500 Penalty: 2915.927002
	Iteration 1F: 3 clusters Score -398800.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -399012.625000 Penalty: 2915.927002
	Iteration 2F: 3 clusters Score -399012.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -399196.843750 Penalty: 2915.927002
	Iteration 3F: 3 clusters Score -399196.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -399381.593750 Penalty: 2915.927002
	Iteration 4Q: 3 clusters Score -399381.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -399559.406250 Penalty: 2915.927002
	Iteration 5Q: 3 clusters Score -399559.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -399749.562500 Penalty: 2915.927002
	Iteration 6Q: 3 clusters Score -399749.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -399965.156250 Penalty: 2915.927002
	Iteration 7Q: 3 clusters Score -399965.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -400222.031250 Penalty: 2915.927002
	Iteration 8Q: 3 clusters Score -400222 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -400480.625000 Penalty: 2915.927002
	Iteration 9F: 3 clusters Score -400480.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -400697.187500 Penalty: 2915.927002
	Iteration 10Q: 3 clusters Score -400697.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -400877.593750 Penalty: 2915.927002
	Iteration 11Q: 3 clusters Score -400877.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -401034.656250 Penalty: 2915.927002
	Iteration 12Q: 3 clusters Score -401034.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -401157.250000 Penalty: 2915.927002
	Iteration 13Q: 3 clusters Score -401157.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -401255.500000 Penalty: 2915.927002
	Iteration 14Q: 3 clusters Score -401255.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -401329.687500 Penalty: 2915.927002
	Iteration 15Q: 3 clusters Score -401329.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -401393.187500 Penalty: 2915.927002
	Iteration 16Q: 3 clusters Score -401393.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -401449.312500 Penalty: 2915.927002
	Iteration 17Q: 3 clusters Score -401449.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -401507.375000 Penalty: 2915.927002
	Iteration 18Q: 3 clusters Score -401507.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -401553.218750 Penalty: 2915.927002
	Iteration 19Q: 3 clusters Score -401553.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -401586.937500 Penalty: 2915.927002
	Iteration 20F: 3 clusters Score -401586.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -401617.687500 Penalty: 2915.927002
	Iteration 21Q: 3 clusters Score -401617.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -401649.656250 Penalty: 2915.927002
	Iteration 22Q: 3 clusters Score -401649.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -401671.843750 Penalty: 2915.927002
	Iteration 23Q: 3 clusters Score -401671.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -401689.937500 Penalty: 2915.927002
	Iteration 24Q: 3 clusters Score -401689.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -401707.500000 Penalty: 2915.927002
	Iteration 25Q: 3 clusters Score -401707.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -401718.312500 Penalty: 2915.927002
	Iteration 26Q: 3 clusters Score -401718.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -401726.906250 Penalty: 2915.927002
	Iteration 27Q: 3 clusters Score -401726.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -401741.125000 Penalty: 2915.927002
	Iteration 28Q: 3 clusters Score -401741.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -401758.406250 Penalty: 2915.927002
	Iteration 29Q: 3 clusters Score -401758.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -401775.718750 Penalty: 2915.927002
	Iteration 30Q: 3 clusters Score -401775.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -401786.937500 Penalty: 2915.927002
	Iteration 31Q: 3 clusters Score -401786.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -401793.343750 Penalty: 2915.927002
	Iteration 32Q: 3 clusters Score -401793.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -401803.250000 Penalty: 2915.927002
	Iteration 33Q: 3 clusters Score -401803.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -401811.562500 Penalty: 2915.927002
	Iteration 34Q: 3 clusters Score -401811.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -401818.312500 Penalty: 2915.927002
	Iteration 35Q: 3 clusters Score -401818.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -401823.937500 Penalty: 2915.927002
	Iteration 36Q: 3 clusters Score -401823.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -401828.906250 Penalty: 2915.927002
	Iteration 37Q: 3 clusters Score -401828.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -401832.937500 Penalty: 2915.927002
	Iteration 38Q: 3 clusters Score -401832.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -401838.093750 Penalty: 2915.927002
	Iteration 39Q: 3 clusters Score -401838.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -401842.781250 Penalty: 2915.927002
	Iteration 40F: 3 clusters Score -401842.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -401849.437500 Penalty: 2915.927002
	Iteration 41Q: 3 clusters Score -401849.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -401854.875000 Penalty: 2915.927002
	Iteration 42Q: 3 clusters Score -401854.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -401857.843750 Penalty: 2915.927002
	Iteration 43Q: 3 clusters Score -401857.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -401859.937500 Penalty: 2915.927002
	Iteration 44Q: 3 clusters Score -401859.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -401860.781250 Penalty: 2915.927002
	Iteration 45Q: 3 clusters Score -401860.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -401862.281250 Penalty: 2915.927002
	Iteration 46Q: 3 clusters Score -401862.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -401863.812500 Penalty: 2915.927002
	Iteration 47Q: 3 clusters Score -401863.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -401863.812500 Penalty: 2915.927002
	Iteration 48F: 3 clusters Score -401863.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Entering Unmasked Estep 
Score: -409257.968750 Penalty: 1459.543701
	Iteration 0F: 2 clusters Score -409258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -403407.031250 Penalty: 2919.087402
	Iteration 0F: 3 clusters Score -403407 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -405176.000000 Penalty: 2919.087402
	Iteration 1F: 3 clusters Score -405176 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -405418.906250 Penalty: 2919.087402
	Iteration 2F: 3 clusters Score -405418.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -405634.250000 Penalty: 2919.087402
	Iteration 3F: 3 clusters Score -405634.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -405870.062500 Penalty: 2919.087402
	Iteration 4F: 3 clusters Score -405870.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -406203.906250 Penalty: 2919.087402
	Iteration 5F: 3 clusters Score -406203.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -406624.250000 Penalty: 2919.087402
	Iteration 6F: 3 clusters Score -406624.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -407046.531250 Penalty: 2919.087402
	Iteration 7F: 3 clusters Score -407046.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -407378.000000 Penalty: 2919.087402
	Iteration 8F: 3 clusters Score -407378 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -407609.687500 Penalty: 2919.087402
	Iteration 9Q: 3 clusters Score -407609.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -407756.187500 Penalty: 2919.087402
	Iteration 10Q: 3 clusters Score -407756.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -407857.312500 Penalty: 2919.087402
	Iteration 11Q: 3 clusters Score -407857.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -407917.812500 Penalty: 2919.087402
	Iteration 12Q: 3 clusters Score -407917.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -407957.218750 Penalty: 2919.087402
	Iteration 13Q: 3 clusters Score -407957.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -407981.500000 Penalty: 2919.087402
	Iteration 14Q: 3 clusters Score -407981.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -408000.343750 Penalty: 2919.087402
	Iteration 15Q: 3 clusters Score -408000.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -408019.843750 Penalty: 2919.087402
	Iteration 16Q: 3 clusters Score -408019.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -408044.906250 Penalty: 2919.087402
	Iteration 17Q: 3 clusters Score -408044.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -408078.875000 Penalty: 2919.087402
	Iteration 18Q: 3 clusters Score -408078.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -408103.156250 Penalty: 2919.087402
	Iteration 19Q: 3 clusters Score -408103.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -408119.562500 Penalty: 2919.087402
	Iteration 20F: 3 clusters Score -408119.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -408138.875000 Penalty: 2919.087402
	Iteration 21Q: 3 clusters Score -408138.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -408154.187500 Penalty: 2919.087402
	Iteration 22Q: 3 clusters Score -408154.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -408163.375000 Penalty: 2919.087402
	Iteration 23Q: 3 clusters Score -408163.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -408168.343750 Penalty: 2919.087402
	Iteration 24Q: 3 clusters Score -408168.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -408173.718750 Penalty: 2919.087402
	Iteration 25Q: 3 clusters Score -408173.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -408181.343750 Penalty: 2919.087402
	Iteration 26Q: 3 clusters Score -408181.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -408188.531250 Penalty: 2919.087402
	Iteration 27Q: 3 clusters Score -408188.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -408195.062500 Penalty: 2919.087402
	Iteration 28Q: 3 clusters Score -408195.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -408202.187500 Penalty: 2919.087402
	Iteration 29Q: 3 clusters Score -408202.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -408209.500000 Penalty: 2919.087402
	Iteration 30Q: 3 clusters Score -408209.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -408214.218750 Penalty: 2919.087402
	Iteration 31Q: 3 clusters Score -408214.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -408217.375000 Penalty: 2919.087402
	Iteration 32Q: 3 clusters Score -408217.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -408220.468750 Penalty: 2919.087402
	Iteration 33Q: 3 clusters Score -408220.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -408222.375000 Penalty: 2919.087402
	Iteration 34Q: 3 clusters Score -408222.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -408224.718750 Penalty: 2919.087402
	Iteration 35Q: 3 clusters Score -408224.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -408226.500000 Penalty: 2919.087402
	Iteration 36Q: 3 clusters Score -408226.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -408227.125000 Penalty: 2919.087402
	Iteration 37Q: 3 clusters Score -408227.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -408226.625000 Penalty: 2919.087402
	Iteration 38Q: 3 clusters Score -408226.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -408226.625000 Penalty: 2919.087402
	Iteration 39F: 3 clusters Score -408226.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 92766 members 
Mstep: Class 3 contains 4994 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 5907 members 
Mstep: Class 6 contains 17279 members 
Mstep: Class 7 contains 10023 members 
Mstep: Class 8 contains 60847 members 
Mstep: Class 9 contains 7893 members 
Mstep: Class 10 contains 100346 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 7092 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 8582 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80141 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 9581 members 
Mstep: Class 21 contains 196795 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20837 members 
Mstep: Class 24 contains 7880 members 
Mstep: Class 25 contains 7957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932872.000000 Penalty: 54738.777344
Iteration 159Q: 26 clusters Score -3.593287e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 92809 members 
Mstep: Class 3 contains 4994 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 5915 members 
Mstep: Class 6 contains 17286 members 
Mstep: Class 7 contains 10022 members 
Mstep: Class 8 contains 60847 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100335 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 7095 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 8581 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80142 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 9553 members 
Mstep: Class 21 contains 196793 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20810 members 
Mstep: Class 24 contains 7880 members 
Mstep: Class 25 contains 7964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932908.000000 Penalty: 54738.777344
Iteration 160F: 26 clusters Score -3.593291e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 92847 members 
Mstep: Class 3 contains 4992 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 5918 members 
Mstep: Class 6 contains 17294 members 
Mstep: Class 7 contains 10023 members 
Mstep: Class 8 contains 60846 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100318 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3350 members 
Mstep: Class 13 contains 7099 members 
Mstep: Class 14 contains 8609 members 
Mstep: Class 15 contains 8578 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80144 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 9530 members 
Mstep: Class 21 contains 196790 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20795 members 
Mstep: Class 24 contains 7880 members 
Mstep: Class 25 contains 7972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932944.000000 Penalty: 54738.777344
Iteration 161Q: 26 clusters Score -3.593294e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 92869 members 
Mstep: Class 3 contains 4992 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 6 contains 17301 members 
Mstep: Class 7 contains 10024 members 
Mstep: Class 8 contains 60845 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100312 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 8611 members 
Mstep: Class 15 contains 8577 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80147 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 9505 members 
Mstep: Class 21 contains 196779 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20776 members 
Mstep: Class 24 contains 7880 members 
Mstep: Class 25 contains 7982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932976.000000 Penalty: 54738.777344
Iteration 162Q: 26 clusters Score -3.593298e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 92906 members 
Mstep: Class 3 contains 4991 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 5928 members 
Mstep: Class 6 contains 17304 members 
Mstep: Class 7 contains 10024 members 
Mstep: Class 8 contains 60843 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100307 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 7114 members 
Mstep: Class 14 contains 8611 members 
Mstep: Class 15 contains 8574 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80144 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 9476 members 
Mstep: Class 21 contains 196767 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20767 members 
Mstep: Class 24 contains 7880 members 
Mstep: Class 25 contains 7998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932944.000000 Penalty: 54738.777344
Iteration 163Q: 26 clusters Score -3.593294e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 92950 members 
Mstep: Class 3 contains 4992 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 5935 members 
Mstep: Class 6 contains 17308 members 
Mstep: Class 7 contains 10022 members 
Mstep: Class 8 contains 60842 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100296 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 7115 members 
Mstep: Class 14 contains 8613 members 
Mstep: Class 15 contains 8570 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80146 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 9439 members 
Mstep: Class 21 contains 196763 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20754 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932932.000000 Penalty: 54738.777344
Iteration 164Q: 26 clusters Score -3.593293e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 92990 members 
Mstep: Class 3 contains 4992 members 
Mstep: Class 4 contains 6507 members 
Mstep: Class 5 contains 5943 members 
Mstep: Class 6 contains 17313 members 
Mstep: Class 7 contains 10021 members 
Mstep: Class 8 contains 60842 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 10 contains 100290 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 7123 members 
Mstep: Class 14 contains 8615 members 
Mstep: Class 15 contains 8566 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80144 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 9401 members 
Mstep: Class 21 contains 196765 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20737 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932956.000000 Penalty: 54738.777344
Iteration 165Q: 26 clusters Score -3.593296e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 93030 members 
Mstep: Class 3 contains 4991 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 5950 members 
Mstep: Class 6 contains 17313 members 
Mstep: Class 7 contains 10022 members 
Mstep: Class 8 contains 60843 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100283 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 7129 members 
Mstep: Class 14 contains 8615 members 
Mstep: Class 15 contains 8565 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80143 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8933 members 
Mstep: Class 20 contains 9369 members 
Mstep: Class 21 contains 196757 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20726 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932884.000000 Penalty: 54738.777344
Iteration 166Q: 26 clusters Score -3.593288e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 93073 members 
Mstep: Class 3 contains 4989 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 5955 members 
Mstep: Class 6 contains 17313 members 
Mstep: Class 7 contains 10023 members 
Mstep: Class 8 contains 60841 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100278 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3351 members 
Mstep: Class 13 contains 7133 members 
Mstep: Class 14 contains 8615 members 
Mstep: Class 15 contains 8563 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80144 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8934 members 
Mstep: Class 20 contains 9333 members 
Mstep: Class 21 contains 196748 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20720 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932896.000000 Penalty: 54738.777344
Iteration 167Q: 26 clusters Score -3.59329e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 93100 members 
Mstep: Class 3 contains 4987 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 5958 members 
Mstep: Class 6 contains 17313 members 
Mstep: Class 7 contains 10024 members 
Mstep: Class 8 contains 60839 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100278 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 7132 members 
Mstep: Class 14 contains 8615 members 
Mstep: Class 15 contains 8559 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80149 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8935 members 
Mstep: Class 20 contains 9307 members 
Mstep: Class 21 contains 196743 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20715 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932900.000000 Penalty: 54738.777344
Iteration 168Q: 26 clusters Score -3.59329e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 93134 members 
Mstep: Class 3 contains 4985 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 5963 members 
Mstep: Class 6 contains 17313 members 
Mstep: Class 7 contains 10027 members 
Mstep: Class 8 contains 60836 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100276 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 7132 members 
Mstep: Class 14 contains 8616 members 
Mstep: Class 15 contains 8557 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80150 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8936 members 
Mstep: Class 20 contains 9273 members 
Mstep: Class 21 contains 196736 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20715 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932900.000000 Penalty: 54738.777344
Iteration 169Q: 26 clusters Score -3.59329e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 93160 members 
Mstep: Class 3 contains 4985 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 5967 members 
Mstep: Class 6 contains 17312 members 
Mstep: Class 7 contains 10026 members 
Mstep: Class 8 contains 60836 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100270 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 7140 members 
Mstep: Class 14 contains 8620 members 
Mstep: Class 15 contains 8554 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80149 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8936 members 
Mstep: Class 20 contains 9239 members 
Mstep: Class 21 contains 196741 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20709 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932904.000000 Penalty: 54738.777344
Iteration 170Q: 26 clusters Score -3.59329e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 93203 members 
Mstep: Class 3 contains 4986 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 17308 members 
Mstep: Class 7 contains 10025 members 
Mstep: Class 8 contains 60836 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 10 contains 100264 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3351 members 
Mstep: Class 13 contains 7143 members 
Mstep: Class 14 contains 8621 members 
Mstep: Class 15 contains 8556 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80152 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8936 members 
Mstep: Class 20 contains 9203 members 
Mstep: Class 21 contains 196730 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20699 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932908.000000 Penalty: 54738.777344
Iteration 171Q: 26 clusters Score -3.593291e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 93235 members 
Mstep: Class 3 contains 4987 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 17308 members 
Mstep: Class 7 contains 10026 members 
Mstep: Class 8 contains 60835 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 10 contains 100251 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 8557 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80159 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8936 members 
Mstep: Class 20 contains 9173 members 
Mstep: Class 21 contains 196736 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20684 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932920.000000 Penalty: 54738.777344
Iteration 172Q: 26 clusters Score -3.593292e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 93266 members 
Mstep: Class 3 contains 4986 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 17305 members 
Mstep: Class 7 contains 10027 members 
Mstep: Class 8 contains 60834 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 10 contains 100241 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 7149 members 
Mstep: Class 14 contains 8625 members 
Mstep: Class 15 contains 8558 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80160 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8936 members 
Mstep: Class 20 contains 9141 members 
Mstep: Class 21 contains 196742 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20676 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932884.000000 Penalty: 54738.777344
Iteration 173Q: 26 clusters Score -3.593288e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 93315 members 
Mstep: Class 3 contains 4984 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 5984 members 
Mstep: Class 6 contains 17306 members 
Mstep: Class 7 contains 10029 members 
Mstep: Class 8 contains 60832 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 10 contains 100233 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 7149 members 
Mstep: Class 14 contains 8626 members 
Mstep: Class 15 contains 8557 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80156 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8937 members 
Mstep: Class 20 contains 9101 members 
Mstep: Class 21 contains 196742 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20665 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932876.000000 Penalty: 54738.777344
Iteration 174Q: 26 clusters Score -3.593288e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 93370 members 
Mstep: Class 3 contains 4983 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 5988 members 
Mstep: Class 6 contains 17308 members 
Mstep: Class 7 contains 10030 members 
Mstep: Class 8 contains 60830 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 10 contains 100228 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 8626 members 
Mstep: Class 15 contains 8557 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80148 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 9058 members 
Mstep: Class 21 contains 196740 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20660 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932864.000000 Penalty: 54738.777344
Iteration 175Q: 26 clusters Score -3.593286e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 93412 members 
Mstep: Class 3 contains 4980 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 5991 members 
Mstep: Class 6 contains 17313 members 
Mstep: Class 7 contains 10033 members 
Mstep: Class 8 contains 60827 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 10 contains 100226 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3350 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 8559 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80148 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 9015 members 
Mstep: Class 21 contains 196743 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20649 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932936.000000 Penalty: 54738.777344
Iteration 176Q: 26 clusters Score -3.593294e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 93462 members 
Mstep: Class 3 contains 4978 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 5998 members 
Mstep: Class 6 contains 17316 members 
Mstep: Class 7 contains 10032 members 
Mstep: Class 8 contains 60827 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 10 contains 100219 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 8632 members 
Mstep: Class 15 contains 8559 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80143 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 8973 members 
Mstep: Class 21 contains 196736 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20645 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932900.000000 Penalty: 54738.777344
Iteration 177Q: 26 clusters Score -3.59329e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 93514 members 
Mstep: Class 3 contains 4976 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6004 members 
Mstep: Class 6 contains 17320 members 
Mstep: Class 7 contains 10033 members 
Mstep: Class 8 contains 60826 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 10 contains 100216 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 7149 members 
Mstep: Class 14 contains 8633 members 
Mstep: Class 15 contains 8560 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80139 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 8934 members 
Mstep: Class 21 contains 196730 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20632 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932980.000000 Penalty: 54738.777344
Iteration 178Q: 26 clusters Score -3.593298e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 93564 members 
Mstep: Class 3 contains 4976 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6007 members 
Mstep: Class 6 contains 17324 members 
Mstep: Class 7 contains 10033 members 
Mstep: Class 8 contains 60826 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 10 contains 100209 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3350 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 8632 members 
Mstep: Class 15 contains 8561 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80134 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 8899 members 
Mstep: Class 21 contains 196728 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20625 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932960.000000 Penalty: 54738.777344
Iteration 179Q: 26 clusters Score -3.593296e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 93609 members 
Mstep: Class 3 contains 4977 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6008 members 
Mstep: Class 6 contains 17329 members 
Mstep: Class 7 contains 10033 members 
Mstep: Class 8 contains 60826 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 10 contains 100204 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 8633 members 
Mstep: Class 15 contains 8560 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80138 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 8860 members 
Mstep: Class 21 contains 196728 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20617 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932884.000000 Penalty: 54738.777344
Iteration 180F: 26 clusters Score -3.593288e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 93668 members 
Mstep: Class 3 contains 4978 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 17331 members 
Mstep: Class 7 contains 10033 members 
Mstep: Class 8 contains 60826 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 10 contains 100199 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 7140 members 
Mstep: Class 14 contains 8633 members 
Mstep: Class 15 contains 8559 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80143 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 8807 members 
Mstep: Class 21 contains 196731 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20602 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932824.000000 Penalty: 54738.777344
Iteration 181Q: 26 clusters Score -3.593282e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 93723 members 
Mstep: Class 3 contains 4977 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6022 members 
Mstep: Class 6 contains 17333 members 
Mstep: Class 7 contains 10033 members 
Mstep: Class 8 contains 60826 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 10 contains 100196 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 7139 members 
Mstep: Class 14 contains 8634 members 
Mstep: Class 15 contains 8559 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80144 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 8761 members 
Mstep: Class 21 contains 196728 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20591 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932880.000000 Penalty: 54738.777344
Iteration 182Q: 26 clusters Score -3.593288e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 93764 members 
Mstep: Class 3 contains 4978 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6030 members 
Mstep: Class 6 contains 17335 members 
Mstep: Class 7 contains 10033 members 
Mstep: Class 8 contains 60826 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 10 contains 100195 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 8634 members 
Mstep: Class 15 contains 8559 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80144 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 8722 members 
Mstep: Class 21 contains 196727 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20575 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932856.000000 Penalty: 54738.777344
Iteration 183Q: 26 clusters Score -3.593286e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 93819 members 
Mstep: Class 3 contains 4979 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6034 members 
Mstep: Class 6 contains 17336 members 
Mstep: Class 7 contains 10033 members 
Mstep: Class 8 contains 60826 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 10 contains 100193 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 7149 members 
Mstep: Class 14 contains 8637 members 
Mstep: Class 15 contains 8557 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80139 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 8680 members 
Mstep: Class 21 contains 196721 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20562 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932860.000000 Penalty: 54738.777344
Iteration 184Q: 26 clusters Score -3.593286e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 93866 members 
Mstep: Class 3 contains 4979 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6036 members 
Mstep: Class 6 contains 17338 members 
Mstep: Class 7 contains 10033 members 
Mstep: Class 8 contains 60826 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100184 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 8637 members 
Mstep: Class 15 contains 8556 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80141 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 8647 members 
Mstep: Class 21 contains 196719 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20557 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932872.000000 Penalty: 54738.777344
Iteration 185Q: 26 clusters Score -3.593287e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 93916 members 
Mstep: Class 3 contains 4979 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6037 members 
Mstep: Class 6 contains 17347 members 
Mstep: Class 7 contains 10033 members 
Mstep: Class 8 contains 60826 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100182 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 8639 members 
Mstep: Class 15 contains 8555 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80131 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 8610 members 
Mstep: Class 21 contains 196714 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20546 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932820.000000 Penalty: 54738.777344
Iteration 186Q: 26 clusters Score -3.593282e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 93964 members 
Mstep: Class 3 contains 4979 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6044 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 10033 members 
Mstep: Class 8 contains 60826 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100173 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 7148 members 
Mstep: Class 14 contains 8642 members 
Mstep: Class 15 contains 8556 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80126 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 8571 members 
Mstep: Class 21 contains 196707 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20541 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932856.000000 Penalty: 54738.777344
Iteration 187Q: 26 clusters Score -3.593286e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 94017 members 
Mstep: Class 3 contains 4979 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6053 members 
Mstep: Class 6 contains 17352 members 
Mstep: Class 7 contains 10033 members 
Mstep: Class 8 contains 60826 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100161 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 8646 members 
Mstep: Class 15 contains 8557 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80123 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 8534 members 
Mstep: Class 21 contains 196703 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20528 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932848.000000 Penalty: 54738.777344
Iteration 188Q: 26 clusters Score -3.593285e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 94073 members 
Mstep: Class 3 contains 4978 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6062 members 
Mstep: Class 6 contains 17361 members 
Mstep: Class 7 contains 10033 members 
Mstep: Class 8 contains 60826 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100148 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 7142 members 
Mstep: Class 14 contains 8646 members 
Mstep: Class 15 contains 8559 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80126 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 8490 members 
Mstep: Class 21 contains 196699 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20513 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932804.000000 Penalty: 54738.777344
Iteration 189Q: 26 clusters Score -3.59328e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 94129 members 
Mstep: Class 3 contains 4976 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6064 members 
Mstep: Class 6 contains 17372 members 
Mstep: Class 7 contains 10033 members 
Mstep: Class 8 contains 60826 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100138 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 7142 members 
Mstep: Class 14 contains 8649 members 
Mstep: Class 15 contains 8557 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80121 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 8447 members 
Mstep: Class 21 contains 196700 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20500 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932828.000000 Penalty: 54738.777344
Iteration 190Q: 26 clusters Score -3.593283e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 94164 members 
Mstep: Class 3 contains 4974 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6068 members 
Mstep: Class 6 contains 17382 members 
Mstep: Class 7 contains 10033 members 
Mstep: Class 8 contains 60826 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100124 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 8656 members 
Mstep: Class 15 contains 8559 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80125 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 8411 members 
Mstep: Class 21 contains 196700 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20486 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932876.000000 Penalty: 54738.777344
Iteration 191Q: 26 clusters Score -3.593288e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 94206 members 
Mstep: Class 3 contains 4973 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6068 members 
Mstep: Class 6 contains 17388 members 
Mstep: Class 7 contains 10033 members 
Mstep: Class 8 contains 60826 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100113 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3350 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 8663 members 
Mstep: Class 15 contains 8557 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80121 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 8378 members 
Mstep: Class 21 contains 196704 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20480 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932932.000000 Penalty: 54738.777344
Iteration 192Q: 26 clusters Score -3.593293e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 94259 members 
Mstep: Class 3 contains 4974 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6072 members 
Mstep: Class 6 contains 17398 members 
Mstep: Class 7 contains 10032 members 
Mstep: Class 8 contains 60826 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100104 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 8672 members 
Mstep: Class 15 contains 8556 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80110 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 8337 members 
Mstep: Class 21 contains 196703 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20467 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932960.000000 Penalty: 54738.777344
Iteration 193Q: 26 clusters Score -3.593296e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 94313 members 
Mstep: Class 3 contains 4971 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6074 members 
Mstep: Class 6 contains 17413 members 
Mstep: Class 7 contains 10034 members 
Mstep: Class 8 contains 60825 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100105 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 8675 members 
Mstep: Class 15 contains 8556 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80101 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 8297 members 
Mstep: Class 21 contains 196704 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20442 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932948.000000 Penalty: 54738.777344
Iteration 194Q: 26 clusters Score -3.593295e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 94372 members 
Mstep: Class 3 contains 4969 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6076 members 
Mstep: Class 6 contains 17417 members 
Mstep: Class 7 contains 10035 members 
Mstep: Class 8 contains 60825 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100105 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 8679 members 
Mstep: Class 15 contains 8555 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80103 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 8248 members 
Mstep: Class 21 contains 196706 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20414 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932952.000000 Penalty: 54738.777344
Iteration 195Q: 26 clusters Score -3.593295e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 94427 members 
Mstep: Class 3 contains 4963 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6080 members 
Mstep: Class 6 contains 17430 members 
Mstep: Class 7 contains 10035 members 
Mstep: Class 8 contains 60825 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100098 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 8682 members 
Mstep: Class 15 contains 8556 members 
Mstep: Class 16 contains 5516 members 
Mstep: Class 17 contains 80102 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 8206 members 
Mstep: Class 21 contains 196700 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20395 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932964.000000 Penalty: 54738.777344
Iteration 196Q: 26 clusters Score -3.593296e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 94498 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6081 members 
Mstep: Class 6 contains 17442 members 
Mstep: Class 7 contains 10035 members 
Mstep: Class 8 contains 60825 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100083 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3351 members 
Mstep: Class 13 contains 7149 members 
Mstep: Class 14 contains 8684 members 
Mstep: Class 15 contains 8556 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80101 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 8156 members 
Mstep: Class 21 contains 196700 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20380 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932992.000000 Penalty: 54738.777344
Iteration 197Q: 26 clusters Score -3.593299e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 94569 members 
Mstep: Class 3 contains 4954 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6081 members 
Mstep: Class 6 contains 17453 members 
Mstep: Class 7 contains 10035 members 
Mstep: Class 8 contains 60825 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100067 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 8557 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80103 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 8098 members 
Mstep: Class 21 contains 196704 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20366 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932976.000000 Penalty: 54738.777344
Iteration 198Q: 26 clusters Score -3.593298e+07 nChanged 173
Entering ConstructFrom: 
Score: -35932976.000000 Penalty: 54738.777344
Entering ConstructFrom: 
Trying to split cluster 1 (5693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Entering Unmasked Estep 
Score: -269006.562500 Penalty: 1405.136353
	Iteration 0F: 2 clusters Score -269006.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -264545.218750 Penalty: 2810.272705
	Iteration 0F: 3 clusters Score -264545.2 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -266094.218750 Penalty: 2810.272705
	Iteration 1F: 3 clusters Score -266094.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -266619.218750 Penalty: 2810.272705
	Iteration 2F: 3 clusters Score -266619.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -267191.218750 Penalty: 2810.272705
	Iteration 3F: 3 clusters Score -267191.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -267718.468750 Penalty: 2810.272705
	Iteration 4F: 3 clusters Score -267718.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -268058.125000 Penalty: 2810.272705
	Iteration 5F: 3 clusters Score -268058.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -268252.218750 Penalty: 2810.272705
	Iteration 6F: 3 clusters Score -268252.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -268352.406250 Penalty: 2810.272705
	Iteration 7Q: 3 clusters Score -268352.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -268414.031250 Penalty: 2810.272705
	Iteration 8Q: 3 clusters Score -268414 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -268446.000000 Penalty: 2810.272705
	Iteration 9Q: 3 clusters Score -268446 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -268466.937500 Penalty: 2810.272705
	Iteration 10Q: 3 clusters Score -268466.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -268477.968750 Penalty: 2810.272705
	Iteration 11Q: 3 clusters Score -268478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -268483.781250 Penalty: 2810.272705
	Iteration 12Q: 3 clusters Score -268483.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -268490.468750 Penalty: 2810.272705
	Iteration 13Q: 3 clusters Score -268490.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -268494.468750 Penalty: 2810.272705
	Iteration 14Q: 3 clusters Score -268494.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -268498.312500 Penalty: 2810.272705
	Iteration 15Q: 3 clusters Score -268498.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -268503.750000 Penalty: 2810.272705
	Iteration 16Q: 3 clusters Score -268503.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -268510.062500 Penalty: 2810.272705
	Iteration 17Q: 3 clusters Score -268510.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -268514.093750 Penalty: 2810.272705
	Iteration 18Q: 3 clusters Score -268514.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -268517.968750 Penalty: 2810.272705
	Iteration 19Q: 3 clusters Score -268518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -268521.531250 Penalty: 2810.272705
	Iteration 20F: 3 clusters Score -268521.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -268524.687500 Penalty: 2810.272705
	Iteration 21Q: 3 clusters Score -268524.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -268528.562500 Penalty: 2810.272705
	Iteration 22Q: 3 clusters Score -268528.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -268531.187500 Penalty: 2810.272705
	Iteration 23Q: 3 clusters Score -268531.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -268533.656250 Penalty: 2810.272705
	Iteration 24Q: 3 clusters Score -268533.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -268536.718750 Penalty: 2810.272705
	Iteration 25Q: 3 clusters Score -268536.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -268539.500000 Penalty: 2810.272705
	Iteration 26Q: 3 clusters Score -268539.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -268542.656250 Penalty: 2810.272705
	Iteration 27Q: 3 clusters Score -268542.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -268547.125000 Penalty: 2810.272705
	Iteration 28Q: 3 clusters Score -268547.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -268551.812500 Penalty: 2810.272705
	Iteration 29Q: 3 clusters Score -268551.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -268555.250000 Penalty: 2810.272705
	Iteration 30Q: 3 clusters Score -268555.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -268558.843750 Penalty: 2810.272705
	Iteration 31Q: 3 clusters Score -268558.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -268560.406250 Penalty: 2810.272705
	Iteration 32Q: 3 clusters Score -268560.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -268562.375000 Penalty: 2810.272705
	Iteration 33Q: 3 clusters Score -268562.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -268563.156250 Penalty: 2810.272705
	Iteration 34Q: 3 clusters Score -268563.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -268565.093750 Penalty: 2810.272705
	Iteration 35Q: 3 clusters Score -268565.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -268565.656250 Penalty: 2810.272705
	Iteration 36Q: 3 clusters Score -268565.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -268566.718750 Penalty: 2810.272705
	Iteration 37Q: 3 clusters Score -268566.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -268567.218750 Penalty: 2810.272705
	Iteration 38Q: 3 clusters Score -268567.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -268567.906250 Penalty: 2810.272705
	Iteration 39Q: 3 clusters Score -268567.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -268568.562500 Penalty: 2810.272705
	Iteration 40F: 3 clusters Score -268568.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -268569.062500 Penalty: 2810.272705
	Iteration 41Q: 3 clusters Score -268569.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -268569.031250 Penalty: 2810.272705
	Iteration 42Q: 3 clusters Score -268569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -268569.968750 Penalty: 2810.272705
	Iteration 43Q: 3 clusters Score -268570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -268570.468750 Penalty: 2810.272705
	Iteration 44Q: 3 clusters Score -268570.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -268570.468750 Penalty: 2810.272705
	Iteration 45F: 3 clusters Score -268570.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (94639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94639 members 
Entering Unmasked Estep 
Score: -5030041.500000 Penalty: 1861.896484
	Iteration 0F: 2 clusters Score -5030042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -4966629.000000 Penalty: 3723.792969
	Iteration 0F: 3 clusters Score -4966629 nChanged 45204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -4993049.000000 Penalty: 3723.792969
	Iteration 1F: 3 clusters Score -4993049 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53026 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -4994300.000000 Penalty: 3723.792969
	Iteration 2Q: 3 clusters Score -4994300 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -4996308.500000 Penalty: 3723.792969
	Iteration 3Q: 3 clusters Score -4996308 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61854 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -4999641.500000 Penalty: 3723.792969
	Iteration 4F: 3 clusters Score -4999642 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68786 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -5005103.500000 Penalty: 3723.792969
	Iteration 5F: 3 clusters Score -5005104 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76742 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -5012531.000000 Penalty: 3723.792969
	Iteration 6F: 3 clusters Score -5012531 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83866 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -5019538.500000 Penalty: 3723.792969
	Iteration 7F: 3 clusters Score -5019538 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88555 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -5024017.000000 Penalty: 3723.792969
	Iteration 8F: 3 clusters Score -5024017 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91130 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -5026408.000000 Penalty: 3723.792969
	Iteration 9Q: 3 clusters Score -5026408 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92457 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -5027557.500000 Penalty: 3723.792969
	Iteration 10Q: 3 clusters Score -5027558 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93086 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5028085.500000 Penalty: 3723.792969
	Iteration 11Q: 3 clusters Score -5028086 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93424 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5028353.000000 Penalty: 3723.792969
	Iteration 12Q: 3 clusters Score -5028353 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93599 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5028488.000000 Penalty: 3723.792969
	Iteration 13Q: 3 clusters Score -5028488 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93718 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5028577.000000 Penalty: 3723.792969
	Iteration 14Q: 3 clusters Score -5028577 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93794 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5028622.000000 Penalty: 3723.792969
	Iteration 15Q: 3 clusters Score -5028622 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93854 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5028665.000000 Penalty: 3723.792969
	Iteration 16Q: 3 clusters Score -5028665 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93891 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5028682.500000 Penalty: 3723.792969
	Iteration 17Q: 3 clusters Score -5028682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93913 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5028689.500000 Penalty: 3723.792969
	Iteration 18Q: 3 clusters Score -5028690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93927 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5028701.000000 Penalty: 3723.792969
	Iteration 19Q: 3 clusters Score -5028701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93935 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5028697.500000 Penalty: 3723.792969
	Iteration 20F: 3 clusters Score -5028698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93942 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5028706.000000 Penalty: 3723.792969
	Iteration 21Q: 3 clusters Score -5028706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93949 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5028715.000000 Penalty: 3723.792969
	Iteration 22Q: 3 clusters Score -5028715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93957 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5028720.500000 Penalty: 3723.792969
	Iteration 23Q: 3 clusters Score -5028720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93962 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5028719.000000 Penalty: 3723.792969
	Iteration 24Q: 3 clusters Score -5028719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93966 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -5028723.500000 Penalty: 3723.792969
	Iteration 25Q: 3 clusters Score -5028724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5028722.000000 Penalty: 3723.792969
	Iteration 26Q: 3 clusters Score -5028722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93972 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5028727.500000 Penalty: 3723.792969
	Iteration 27Q: 3 clusters Score -5028728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93980 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5028731.500000 Penalty: 3723.792969
	Iteration 28Q: 3 clusters Score -5028732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93992 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5028744.500000 Penalty: 3723.792969
	Iteration 29Q: 3 clusters Score -5028744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93998 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5028748.000000 Penalty: 3723.792969
	Iteration 30Q: 3 clusters Score -5028748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94005 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5028754.500000 Penalty: 3723.792969
	Iteration 31Q: 3 clusters Score -5028754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94006 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5028753.500000 Penalty: 3723.792969
	Iteration 32Q: 3 clusters Score -5028754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94011 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5028754.500000 Penalty: 3723.792969
	Iteration 33Q: 3 clusters Score -5028754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94012 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5028754.500000 Penalty: 3723.792969
	Iteration 34Q: 3 clusters Score -5028754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94013 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5028753.000000 Penalty: 3723.792969
	Iteration 35Q: 3 clusters Score -5028753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94014 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5028755.500000 Penalty: 3723.792969
	Iteration 36Q: 3 clusters Score -5028756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94016 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5028755.000000 Penalty: 3723.792969
	Iteration 37Q: 3 clusters Score -5028755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94018 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5028753.000000 Penalty: 3723.792969
	Iteration 38Q: 3 clusters Score -5028753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94019 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5028754.000000 Penalty: 3723.792969
	Iteration 39Q: 3 clusters Score -5028754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94019 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5028754.000000 Penalty: 3723.792969
	Iteration 40F: 3 clusters Score -5028754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Entering Unmasked Estep 
Score: -244086.984375 Penalty: 1382.443604
	Iteration 0F: 2 clusters Score -244087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -240100.609375 Penalty: 2764.887207
	Iteration 0F: 3 clusters Score -240100.6 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -241278.468750 Penalty: 2764.887207
	Iteration 1F: 3 clusters Score -241278.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -241553.765625 Penalty: 2764.887207
	Iteration 2F: 3 clusters Score -241553.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -241835.875000 Penalty: 2764.887207
	Iteration 3F: 3 clusters Score -241835.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -242132.078125 Penalty: 2764.887207
	Iteration 4F: 3 clusters Score -242132.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -242400.312500 Penalty: 2764.887207
	Iteration 5F: 3 clusters Score -242400.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -242610.171875 Penalty: 2764.887207
	Iteration 6F: 3 clusters Score -242610.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -242748.312500 Penalty: 2764.887207
	Iteration 7Q: 3 clusters Score -242748.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -242845.718750 Penalty: 2764.887207
	Iteration 8Q: 3 clusters Score -242845.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -242899.843750 Penalty: 2764.887207
	Iteration 9Q: 3 clusters Score -242899.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -242942.281250 Penalty: 2764.887207
	Iteration 10Q: 3 clusters Score -242942.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -242990.968750 Penalty: 2764.887207
	Iteration 11Q: 3 clusters Score -242991 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -243035.765625 Penalty: 2764.887207
	Iteration 12Q: 3 clusters Score -243035.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -243081.781250 Penalty: 2764.887207
	Iteration 13Q: 3 clusters Score -243081.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -243138.625000 Penalty: 2764.887207
	Iteration 14Q: 3 clusters Score -243138.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -243218.437500 Penalty: 2764.887207
	Iteration 15Q: 3 clusters Score -243218.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -243313.875000 Penalty: 2764.887207
	Iteration 16Q: 3 clusters Score -243313.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -243454.875000 Penalty: 2764.887207
	Iteration 17Q: 3 clusters Score -243454.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -243620.328125 Penalty: 2764.887207
	Iteration 18Q: 3 clusters Score -243620.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -243730.015625 Penalty: 2764.887207
	Iteration 19Q: 3 clusters Score -243730 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -243795.625000 Penalty: 2764.887207
	Iteration 20F: 3 clusters Score -243795.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -243832.968750 Penalty: 2764.887207
	Iteration 21Q: 3 clusters Score -243833 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -243852.671875 Penalty: 2764.887207
	Iteration 22Q: 3 clusters Score -243852.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -243867.843750 Penalty: 2764.887207
	Iteration 23Q: 3 clusters Score -243867.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -243876.265625 Penalty: 2764.887207
	Iteration 24Q: 3 clusters Score -243876.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -243883.343750 Penalty: 2764.887207
	Iteration 25Q: 3 clusters Score -243883.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -243896.375000 Penalty: 2764.887207
	Iteration 26Q: 3 clusters Score -243896.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -243904.812500 Penalty: 2764.887207
	Iteration 27Q: 3 clusters Score -243904.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -243913.531250 Penalty: 2764.887207
	Iteration 28Q: 3 clusters Score -243913.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -243922.359375 Penalty: 2764.887207
	Iteration 29Q: 3 clusters Score -243922.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -243928.750000 Penalty: 2764.887207
	Iteration 30Q: 3 clusters Score -243928.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -243931.437500 Penalty: 2764.887207
	Iteration 31Q: 3 clusters Score -243931.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -243938.703125 Penalty: 2764.887207
	Iteration 32Q: 3 clusters Score -243938.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -243947.765625 Penalty: 2764.887207
	Iteration 33Q: 3 clusters Score -243947.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -243961.187500 Penalty: 2764.887207
	Iteration 34Q: 3 clusters Score -243961.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -243972.515625 Penalty: 2764.887207
	Iteration 35Q: 3 clusters Score -243972.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -243983.312500 Penalty: 2764.887207
	Iteration 36Q: 3 clusters Score -243983.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -243992.750000 Penalty: 2764.887207
	Iteration 37Q: 3 clusters Score -243992.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -243995.390625 Penalty: 2764.887207
	Iteration 38Q: 3 clusters Score -243995.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -243996.437500 Penalty: 2764.887207
	Iteration 39Q: 3 clusters Score -243996.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -243998.140625 Penalty: 2764.887207
	Iteration 40F: 3 clusters Score -243998.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -243998.828125 Penalty: 2764.887207
	Iteration 41Q: 3 clusters Score -243998.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -244000.203125 Penalty: 2764.887207
	Iteration 42Q: 3 clusters Score -244000.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -244000.828125 Penalty: 2764.887207
	Iteration 43Q: 3 clusters Score -244000.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -244001.359375 Penalty: 2764.887207
	Iteration 44Q: 3 clusters Score -244001.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -244001.890625 Penalty: 2764.887207
	Iteration 45Q: 3 clusters Score -244001.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -244002.812500 Penalty: 2764.887207
	Iteration 46Q: 3 clusters Score -244002.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -244005.093750 Penalty: 2764.887207
	Iteration 47Q: 3 clusters Score -244005.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -244005.578125 Penalty: 2764.887207
	Iteration 48Q: 3 clusters Score -244005.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -244006.781250 Penalty: 2764.887207
	Iteration 49Q: 3 clusters Score -244006.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -244006.906250 Penalty: 2764.887207
	Iteration 50Q: 3 clusters Score -244006.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -244006.906250 Penalty: 2764.887207
	Iteration 51F: 3 clusters Score -244006.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Entering Unmasked Estep 
Score: -341579.406250 Penalty: 1426.828003
	Iteration 0F: 2 clusters Score -341579.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -336625.437500 Penalty: 2853.656006
	Iteration 0F: 3 clusters Score -336625.4 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -338059.468750 Penalty: 2853.656006
	Iteration 1F: 3 clusters Score -338059.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -338312.531250 Penalty: 2853.656006
	Iteration 2F: 3 clusters Score -338312.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -338538.375000 Penalty: 2853.656006
	Iteration 3F: 3 clusters Score -338538.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -338782.593750 Penalty: 2853.656006
	Iteration 4F: 3 clusters Score -338782.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -339050.250000 Penalty: 2853.656006
	Iteration 5F: 3 clusters Score -339050.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -339338.750000 Penalty: 2853.656006
	Iteration 6F: 3 clusters Score -339338.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -339579.500000 Penalty: 2853.656006
	Iteration 7F: 3 clusters Score -339579.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -339765.593750 Penalty: 2853.656006
	Iteration 8Q: 3 clusters Score -339765.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -339908.125000 Penalty: 2853.656006
	Iteration 9Q: 3 clusters Score -339908.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -340010.687500 Penalty: 2853.656006
	Iteration 10Q: 3 clusters Score -340010.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -340091.843750 Penalty: 2853.656006
	Iteration 11Q: 3 clusters Score -340091.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -340155.125000 Penalty: 2853.656006
	Iteration 12Q: 3 clusters Score -340155.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -340201.468750 Penalty: 2853.656006
	Iteration 13Q: 3 clusters Score -340201.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -340245.625000 Penalty: 2853.656006
	Iteration 14Q: 3 clusters Score -340245.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -340279.812500 Penalty: 2853.656006
	Iteration 15Q: 3 clusters Score -340279.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -340309.375000 Penalty: 2853.656006
	Iteration 16Q: 3 clusters Score -340309.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -340328.250000 Penalty: 2853.656006
	Iteration 17Q: 3 clusters Score -340328.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -340337.500000 Penalty: 2853.656006
	Iteration 18Q: 3 clusters Score -340337.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -340345.343750 Penalty: 2853.656006
	Iteration 19Q: 3 clusters Score -340345.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -340351.062500 Penalty: 2853.656006
	Iteration 20F: 3 clusters Score -340351.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -340354.468750 Penalty: 2853.656006
	Iteration 21Q: 3 clusters Score -340354.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -340356.687500 Penalty: 2853.656006
	Iteration 22Q: 3 clusters Score -340356.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -340361.718750 Penalty: 2853.656006
	Iteration 23Q: 3 clusters Score -340361.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -340365.156250 Penalty: 2853.656006
	Iteration 24Q: 3 clusters Score -340365.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -340368.343750 Penalty: 2853.656006
	Iteration 25Q: 3 clusters Score -340368.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -340370.656250 Penalty: 2853.656006
	Iteration 26Q: 3 clusters Score -340370.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -340371.812500 Penalty: 2853.656006
	Iteration 27Q: 3 clusters Score -340371.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -340372.937500 Penalty: 2853.656006
	Iteration 28Q: 3 clusters Score -340372.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -340373.593750 Penalty: 2853.656006
	Iteration 29Q: 3 clusters Score -340373.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -340374.531250 Penalty: 2853.656006
	Iteration 30Q: 3 clusters Score -340374.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -340374.906250 Penalty: 2853.656006
	Iteration 31Q: 3 clusters Score -340374.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -340374.906250 Penalty: 2853.656006
	Iteration 32F: 3 clusters Score -340374.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Entering Unmasked Estep 
Score: -282529.031250 Penalty: 1415.850098
	Iteration 0F: 2 clusters Score -282529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -278086.187500 Penalty: 2831.700195
	Iteration 0F: 3 clusters Score -278086.2 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -279956.000000 Penalty: 2831.700195
	Iteration 1F: 3 clusters Score -279956 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -280665.125000 Penalty: 2831.700195
	Iteration 2F: 3 clusters Score -280665.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -281142.375000 Penalty: 2831.700195
	Iteration 3F: 3 clusters Score -281142.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -281486.062500 Penalty: 2831.700195
	Iteration 4F: 3 clusters Score -281486.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -281718.437500 Penalty: 2831.700195
	Iteration 5F: 3 clusters Score -281718.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -281838.156250 Penalty: 2831.700195
	Iteration 6Q: 3 clusters Score -281838.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -281914.906250 Penalty: 2831.700195
	Iteration 7Q: 3 clusters Score -281914.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -281963.000000 Penalty: 2831.700195
	Iteration 8Q: 3 clusters Score -281963 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -282001.093750 Penalty: 2831.700195
	Iteration 9Q: 3 clusters Score -282001.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -282035.781250 Penalty: 2831.700195
	Iteration 10Q: 3 clusters Score -282035.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -282064.625000 Penalty: 2831.700195
	Iteration 11Q: 3 clusters Score -282064.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -282093.187500 Penalty: 2831.700195
	Iteration 12Q: 3 clusters Score -282093.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -282121.843750 Penalty: 2831.700195
	Iteration 13Q: 3 clusters Score -282121.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -282181.875000 Penalty: 2831.700195
	Iteration 14Q: 3 clusters Score -282181.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -282284.437500 Penalty: 2831.700195
	Iteration 15Q: 3 clusters Score -282284.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -282416.093750 Penalty: 2831.700195
	Iteration 16Q: 3 clusters Score -282416.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -282563.281250 Penalty: 2831.700195
	Iteration 17Q: 3 clusters Score -282563.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -282697.593750 Penalty: 2831.700195
	Iteration 18Q: 3 clusters Score -282697.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -282798.781250 Penalty: 2831.700195
	Iteration 19Q: 3 clusters Score -282798.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -282866.437500 Penalty: 2831.700195
	Iteration 20F: 3 clusters Score -282866.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -282908.937500 Penalty: 2831.700195
	Iteration 21Q: 3 clusters Score -282908.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -282934.843750 Penalty: 2831.700195
	Iteration 22Q: 3 clusters Score -282934.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -282950.843750 Penalty: 2831.700195
	Iteration 23Q: 3 clusters Score -282950.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -282960.687500 Penalty: 2831.700195
	Iteration 24Q: 3 clusters Score -282960.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -282966.687500 Penalty: 2831.700195
	Iteration 25Q: 3 clusters Score -282966.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -282972.656250 Penalty: 2831.700195
	Iteration 26Q: 3 clusters Score -282972.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -282976.750000 Penalty: 2831.700195
	Iteration 27Q: 3 clusters Score -282976.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -282980.687500 Penalty: 2831.700195
	Iteration 28Q: 3 clusters Score -282980.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -282986.281250 Penalty: 2831.700195
	Iteration 29Q: 3 clusters Score -282986.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -282990.468750 Penalty: 2831.700195
	Iteration 30Q: 3 clusters Score -282990.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -282993.812500 Penalty: 2831.700195
	Iteration 31Q: 3 clusters Score -282993.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -282994.968750 Penalty: 2831.700195
	Iteration 32Q: 3 clusters Score -282995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -282996.593750 Penalty: 2831.700195
	Iteration 33Q: 3 clusters Score -282996.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -282998.343750 Penalty: 2831.700195
	Iteration 34Q: 3 clusters Score -282998.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -282999.593750 Penalty: 2831.700195
	Iteration 35Q: 3 clusters Score -282999.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -283000.562500 Penalty: 2831.700195
	Iteration 36Q: 3 clusters Score -283000.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -283001.906250 Penalty: 2831.700195
	Iteration 37Q: 3 clusters Score -283001.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -283002.562500 Penalty: 2831.700195
	Iteration 38Q: 3 clusters Score -283002.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -283003.718750 Penalty: 2831.700195
	Iteration 39Q: 3 clusters Score -283003.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -283003.906250 Penalty: 2831.700195
	Iteration 40F: 3 clusters Score -283003.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -283005.031250 Penalty: 2831.700195
	Iteration 41Q: 3 clusters Score -283005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -283004.906250 Penalty: 2831.700195
	Iteration 42Q: 3 clusters Score -283004.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -283005.718750 Penalty: 2831.700195
	Iteration 43Q: 3 clusters Score -283005.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -283005.781250 Penalty: 2831.700195
	Iteration 44Q: 3 clusters Score -283005.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -283005.531250 Penalty: 2831.700195
	Iteration 45Q: 3 clusters Score -283005.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -283006.125000 Penalty: 2831.700195
	Iteration 46Q: 3 clusters Score -283006.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -283006.625000 Penalty: 2831.700195
	Iteration 47Q: 3 clusters Score -283006.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -283006.625000 Penalty: 2831.700195
	Iteration 48F: 3 clusters Score -283006.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 94639 members 
Mstep: Class 3 contains 4951 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 3023 members 
Mstep: Class 6 contains 17460 members 
Mstep: Class 7 contains 10035 members 
Mstep: Class 8 contains 60825 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100058 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 14 contains 8698 members 
Mstep: Class 15 contains 8554 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80098 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 8029 members 
Mstep: Class 21 contains 196708 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20356 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8110 members 
Mstep: Class 26 contains 3058 members 
Entering Unmasked Estep 
Score: -35932808.000000 Penalty: 56928.328125
Splitting cluster 5 changes total score from -35932976.000000 to -35932808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (17460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Entering Unmasked Estep 
Score: -908219.062500 Penalty: 1587.245972
	Iteration 0F: 2 clusters Score -908219.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -896266.750000 Penalty: 3174.491943
	Iteration 0F: 3 clusters Score -896266.8 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -900618.875000 Penalty: 3174.491943
	Iteration 1F: 3 clusters Score -900618.9 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -901117.625000 Penalty: 3174.491943
	Iteration 2F: 3 clusters Score -901117.6 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -901633.062500 Penalty: 3174.491943
	Iteration 3F: 3 clusters Score -901633.1 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -902181.375000 Penalty: 3174.491943
	Iteration 4F: 3 clusters Score -902181.4 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -902757.750000 Penalty: 3174.491943
	Iteration 5F: 3 clusters Score -902757.8 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -903342.562500 Penalty: 3174.491943
	Iteration 6F: 3 clusters Score -903342.6 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -903936.312500 Penalty: 3174.491943
	Iteration 7F: 3 clusters Score -903936.3 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -904497.937500 Penalty: 3174.491943
	Iteration 8Q: 3 clusters Score -904497.9 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -905042.812500 Penalty: 3174.491943
	Iteration 9Q: 3 clusters Score -905042.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -905588.000000 Penalty: 3174.491943
	Iteration 10Q: 3 clusters Score -905588 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -906038.250000 Penalty: 3174.491943
	Iteration 11Q: 3 clusters Score -906038.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -906322.000000 Penalty: 3174.491943
	Iteration 12Q: 3 clusters Score -906322 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -906482.437500 Penalty: 3174.491943
	Iteration 13Q: 3 clusters Score -906482.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -906580.687500 Penalty: 3174.491943
	Iteration 14Q: 3 clusters Score -906580.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -906657.375000 Penalty: 3174.491943
	Iteration 15Q: 3 clusters Score -906657.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -906705.750000 Penalty: 3174.491943
	Iteration 16Q: 3 clusters Score -906705.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -906744.375000 Penalty: 3174.491943
	Iteration 17Q: 3 clusters Score -906744.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -906775.812500 Penalty: 3174.491943
	Iteration 18Q: 3 clusters Score -906775.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -906798.312500 Penalty: 3174.491943
	Iteration 19Q: 3 clusters Score -906798.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -906812.250000 Penalty: 3174.491943
	Iteration 20F: 3 clusters Score -906812.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -906823.937500 Penalty: 3174.491943
	Iteration 21Q: 3 clusters Score -906823.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -906837.812500 Penalty: 3174.491943
	Iteration 22Q: 3 clusters Score -906837.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -906844.000000 Penalty: 3174.491943
	Iteration 23Q: 3 clusters Score -906844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -906850.750000 Penalty: 3174.491943
	Iteration 24Q: 3 clusters Score -906850.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -906857.812500 Penalty: 3174.491943
	Iteration 25Q: 3 clusters Score -906857.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -906863.250000 Penalty: 3174.491943
	Iteration 26Q: 3 clusters Score -906863.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -906868.250000 Penalty: 3174.491943
	Iteration 27Q: 3 clusters Score -906868.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -906874.062500 Penalty: 3174.491943
	Iteration 28Q: 3 clusters Score -906874.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -906877.687500 Penalty: 3174.491943
	Iteration 29Q: 3 clusters Score -906877.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -906885.562500 Penalty: 3174.491943
	Iteration 30Q: 3 clusters Score -906885.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -906889.687500 Penalty: 3174.491943
	Iteration 31Q: 3 clusters Score -906889.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -906895.750000 Penalty: 3174.491943
	Iteration 32Q: 3 clusters Score -906895.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -906901.500000 Penalty: 3174.491943
	Iteration 33Q: 3 clusters Score -906901.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -906907.812500 Penalty: 3174.491943
	Iteration 34Q: 3 clusters Score -906907.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -906909.937500 Penalty: 3174.491943
	Iteration 35Q: 3 clusters Score -906909.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -906916.000000 Penalty: 3174.491943
	Iteration 36Q: 3 clusters Score -906916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -906919.250000 Penalty: 3174.491943
	Iteration 37Q: 3 clusters Score -906919.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -906924.812500 Penalty: 3174.491943
	Iteration 38Q: 3 clusters Score -906924.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -906928.250000 Penalty: 3174.491943
	Iteration 39Q: 3 clusters Score -906928.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -906934.812500 Penalty: 3174.491943
	Iteration 40F: 3 clusters Score -906934.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -906939.562500 Penalty: 3174.491943
	Iteration 41Q: 3 clusters Score -906939.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -906945.750000 Penalty: 3174.491943
	Iteration 42Q: 3 clusters Score -906945.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -906950.812500 Penalty: 3174.491943
	Iteration 43Q: 3 clusters Score -906950.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -906956.375000 Penalty: 3174.491943
	Iteration 44Q: 3 clusters Score -906956.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -906959.875000 Penalty: 3174.491943
	Iteration 45Q: 3 clusters Score -906959.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -906965.000000 Penalty: 3174.491943
	Iteration 46Q: 3 clusters Score -906965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -906975.875000 Penalty: 3174.491943
	Iteration 47Q: 3 clusters Score -906975.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -906986.312500 Penalty: 3174.491943
	Iteration 48Q: 3 clusters Score -906986.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -906995.937500 Penalty: 3174.491943
	Iteration 49Q: 3 clusters Score -906995.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -907001.375000 Penalty: 3174.491943
	Iteration 50Q: 3 clusters Score -907001.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -907014.250000 Penalty: 3174.491943
	Iteration 51Q: 3 clusters Score -907014.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -907023.187500 Penalty: 3174.491943
	Iteration 52Q: 3 clusters Score -907023.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -907030.250000 Penalty: 3174.491943
	Iteration 53Q: 3 clusters Score -907030.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -907042.437500 Penalty: 3174.491943
	Iteration 54Q: 3 clusters Score -907042.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -907048.125000 Penalty: 3174.491943
	Iteration 55Q: 3 clusters Score -907048.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -907052.812500 Penalty: 3174.491943
	Iteration 56Q: 3 clusters Score -907052.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -907053.187500 Penalty: 3174.491943
	Iteration 57Q: 3 clusters Score -907053.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -907059.875000 Penalty: 3174.491943
	Iteration 58Q: 3 clusters Score -907059.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -907061.687500 Penalty: 3174.491943
	Iteration 59Q: 3 clusters Score -907061.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -907062.375000 Penalty: 3174.491943
	Iteration 60F: 3 clusters Score -907062.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -907065.875000 Penalty: 3174.491943
	Iteration 61Q: 3 clusters Score -907065.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -907065.250000 Penalty: 3174.491943
	Iteration 62Q: 3 clusters Score -907065.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -907068.250000 Penalty: 3174.491943
	Iteration 63Q: 3 clusters Score -907068.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -907071.125000 Penalty: 3174.491943
	Iteration 64Q: 3 clusters Score -907071.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -907069.062500 Penalty: 3174.491943
	Iteration 65Q: 3 clusters Score -907069.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -907069.250000 Penalty: 3174.491943
	Iteration 66Q: 3 clusters Score -907069.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -907069.687500 Penalty: 3174.491943
	Iteration 67Q: 3 clusters Score -907069.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -907071.437500 Penalty: 3174.491943
	Iteration 68Q: 3 clusters Score -907071.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -907073.062500 Penalty: 3174.491943
	Iteration 69Q: 3 clusters Score -907073.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -907075.375000 Penalty: 3174.491943
	Iteration 70Q: 3 clusters Score -907075.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -907075.625000 Penalty: 3174.491943
	Iteration 71Q: 3 clusters Score -907075.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -907078.625000 Penalty: 3174.491943
	Iteration 72Q: 3 clusters Score -907078.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -907079.812500 Penalty: 3174.491943
	Iteration 73Q: 3 clusters Score -907079.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -907081.562500 Penalty: 3174.491943
	Iteration 74Q: 3 clusters Score -907081.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -907081.875000 Penalty: 3174.491943
	Iteration 75Q: 3 clusters Score -907081.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -907084.250000 Penalty: 3174.491943
	Iteration 76Q: 3 clusters Score -907084.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -907086.812500 Penalty: 3174.491943
	Iteration 77Q: 3 clusters Score -907086.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -907093.875000 Penalty: 3174.491943
	Iteration 78Q: 3 clusters Score -907093.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -907095.312500 Penalty: 3174.491943
	Iteration 79Q: 3 clusters Score -907095.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -907099.375000 Penalty: 3174.491943
	Iteration 80F: 3 clusters Score -907099.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -907101.000000 Penalty: 3174.491943
	Iteration 81Q: 3 clusters Score -907101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -907104.250000 Penalty: 3174.491943
	Iteration 82Q: 3 clusters Score -907104.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -907107.875000 Penalty: 3174.491943
	Iteration 83Q: 3 clusters Score -907107.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -907109.812500 Penalty: 3174.491943
	Iteration 84Q: 3 clusters Score -907109.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -907111.500000 Penalty: 3174.491943
	Iteration 85Q: 3 clusters Score -907111.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -907114.062500 Penalty: 3174.491943
	Iteration 86Q: 3 clusters Score -907114.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -907113.000000 Penalty: 3174.491943
	Iteration 87Q: 3 clusters Score -907113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -907112.625000 Penalty: 3174.491943
	Iteration 88Q: 3 clusters Score -907112.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -907113.187500 Penalty: 3174.491943
	Iteration 89Q: 3 clusters Score -907113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -907113.875000 Penalty: 3174.491943
	Iteration 90Q: 3 clusters Score -907113.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -907115.312500 Penalty: 3174.491943
	Iteration 91Q: 3 clusters Score -907115.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -907115.625000 Penalty: 3174.491943
	Iteration 92Q: 3 clusters Score -907115.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -907116.812500 Penalty: 3174.491943
	Iteration 93Q: 3 clusters Score -907116.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -907116.312500 Penalty: 3174.491943
	Iteration 94Q: 3 clusters Score -907116.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -907116.500000 Penalty: 3174.491943
	Iteration 95Q: 3 clusters Score -907116.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -907116.812500 Penalty: 3174.491943
	Iteration 96Q: 3 clusters Score -907116.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -907116.812500 Penalty: 3174.491943
	Iteration 97F: 3 clusters Score -907116.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Entering Unmasked Estep 
Score: -459178.062500 Penalty: 1497.248047
	Iteration 0F: 2 clusters Score -459178.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -451981.093750 Penalty: 2994.496094
	Iteration 0F: 3 clusters Score -451981.1 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -454552.000000 Penalty: 2994.496094
	Iteration 1F: 3 clusters Score -454552 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -454873.125000 Penalty: 2994.496094
	Iteration 2F: 3 clusters Score -454873.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -455105.437500 Penalty: 2994.496094
	Iteration 3F: 3 clusters Score -455105.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -455293.218750 Penalty: 2994.496094
	Iteration 4Q: 3 clusters Score -455293.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -455498.000000 Penalty: 2994.496094
	Iteration 5Q: 3 clusters Score -455498 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -455766.187500 Penalty: 2994.496094
	Iteration 6Q: 3 clusters Score -455766.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -456066.500000 Penalty: 2994.496094
	Iteration 7Q: 3 clusters Score -456066.5 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -456367.968750 Penalty: 2994.496094
	Iteration 8Q: 3 clusters Score -456368 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -456778.437500 Penalty: 2994.496094
	Iteration 9F: 3 clusters Score -456778.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -457291.750000 Penalty: 2994.496094
	Iteration 10F: 3 clusters Score -457291.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -457857.906250 Penalty: 2994.496094
	Iteration 11F: 3 clusters Score -457857.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -458332.937500 Penalty: 2994.496094
	Iteration 12F: 3 clusters Score -458332.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -458689.250000 Penalty: 2994.496094
	Iteration 13Q: 3 clusters Score -458689.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -458932.031250 Penalty: 2994.496094
	Iteration 14Q: 3 clusters Score -458932 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -459087.468750 Penalty: 2994.496094
	Iteration 15Q: 3 clusters Score -459087.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -459182.750000 Penalty: 2994.496094
	Iteration 16Q: 3 clusters Score -459182.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -459239.687500 Penalty: 2994.496094
	Iteration 17Q: 3 clusters Score -459239.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -459272.437500 Penalty: 2994.496094
	Iteration 18Q: 3 clusters Score -459272.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -459290.375000 Penalty: 2994.496094
	Iteration 19Q: 3 clusters Score -459290.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -459306.000000 Penalty: 2994.496094
	Iteration 20F: 3 clusters Score -459306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -459314.593750 Penalty: 2994.496094
	Iteration 21Q: 3 clusters Score -459314.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -459319.750000 Penalty: 2994.496094
	Iteration 22Q: 3 clusters Score -459319.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -459327.125000 Penalty: 2994.496094
	Iteration 23Q: 3 clusters Score -459327.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -459332.093750 Penalty: 2994.496094
	Iteration 24Q: 3 clusters Score -459332.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -459342.375000 Penalty: 2994.496094
	Iteration 25Q: 3 clusters Score -459342.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -459344.781250 Penalty: 2994.496094
	Iteration 26Q: 3 clusters Score -459344.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -459348.468750 Penalty: 2994.496094
	Iteration 27Q: 3 clusters Score -459348.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -459348.437500 Penalty: 2994.496094
	Iteration 28Q: 3 clusters Score -459348.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -459349.250000 Penalty: 2994.496094
	Iteration 29Q: 3 clusters Score -459349.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -459348.906250 Penalty: 2994.496094
	Iteration 30Q: 3 clusters Score -459348.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -459348.843750 Penalty: 2994.496094
	Iteration 31Q: 3 clusters Score -459348.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -459349.343750 Penalty: 2994.496094
	Iteration 32Q: 3 clusters Score -459349.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -459349.343750 Penalty: 2994.496094
	Iteration 33F: 3 clusters Score -459349.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 94639 members 
Mstep: Class 3 contains 4951 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6081 members 
Mstep: Class 6 contains 17460 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 60825 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100058 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 14 contains 8698 members 
Mstep: Class 15 contains 8554 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80098 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 8029 members 
Mstep: Class 21 contains 196708 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20356 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8110 members 
Mstep: Class 26 contains 9249 members 
Entering Unmasked Estep 
Score: -35932532.000000 Penalty: 56928.328125
Splitting cluster 7 changes total score from -35932976.000000 to -35932532.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (60825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Entering Unmasked Estep 
Score: -3258980.500000 Penalty: 1790.060425
	Iteration 0F: 2 clusters Score -3258980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -3218298.250000 Penalty: 3580.120850
	Iteration 0F: 3 clusters Score -3218298 nChanged 28704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -3234659.500000 Penalty: 3580.120850
	Iteration 1F: 3 clusters Score -3234660 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -3235173.500000 Penalty: 3580.120850
	Iteration 2Q: 3 clusters Score -3235174 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -3235803.250000 Penalty: 3580.120850
	Iteration 3Q: 3 clusters Score -3235803 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -3236680.250000 Penalty: 3580.120850
	Iteration 4Q: 3 clusters Score -3236680 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -3238069.000000 Penalty: 3580.120850
	Iteration 5F: 3 clusters Score -3238069 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -3240388.750000 Penalty: 3580.120850
	Iteration 6F: 3 clusters Score -3240389 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -3243788.750000 Penalty: 3580.120850
	Iteration 7F: 3 clusters Score -3243789 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -3247950.000000 Penalty: 3580.120850
	Iteration 8F: 3 clusters Score -3247950 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 54727 members 
Entering Unmasked Estep 
Score: -3251630.500000 Penalty: 3580.120850
	Iteration 9F: 3 clusters Score -3251630 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 57629 members 
Entering Unmasked Estep 
Score: -3254322.000000 Penalty: 3580.120850
	Iteration 10Q: 3 clusters Score -3254322 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 59335 members 
Entering Unmasked Estep 
Score: -3255997.250000 Penalty: 3580.120850
	Iteration 11Q: 3 clusters Score -3255997 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 60161 members 
Entering Unmasked Estep 
Score: -3256821.500000 Penalty: 3580.120850
	Iteration 12Q: 3 clusters Score -3256822 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 60459 members 
Entering Unmasked Estep 
Score: -3257174.250000 Penalty: 3580.120850
	Iteration 13Q: 3 clusters Score -3257174 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 60556 members 
Entering Unmasked Estep 
Score: -3257307.250000 Penalty: 3580.120850
	Iteration 14Q: 3 clusters Score -3257307 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 60589 members 
Entering Unmasked Estep 
Score: -3257357.000000 Penalty: 3580.120850
	Iteration 15Q: 3 clusters Score -3257357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 60602 members 
Entering Unmasked Estep 
Score: -3257374.500000 Penalty: 3580.120850
	Iteration 16Q: 3 clusters Score -3257374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 60608 members 
Entering Unmasked Estep 
Score: -3257383.500000 Penalty: 3580.120850
	Iteration 17Q: 3 clusters Score -3257384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 60614 members 
Entering Unmasked Estep 
Score: -3257394.000000 Penalty: 3580.120850
	Iteration 18Q: 3 clusters Score -3257394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 60621 members 
Entering Unmasked Estep 
Score: -3257405.750000 Penalty: 3580.120850
	Iteration 19Q: 3 clusters Score -3257406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 60623 members 
Entering Unmasked Estep 
Score: -3257409.500000 Penalty: 3580.120850
	Iteration 20F: 3 clusters Score -3257410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 60627 members 
Entering Unmasked Estep 
Score: -3257413.750000 Penalty: 3580.120850
	Iteration 21Q: 3 clusters Score -3257414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 60628 members 
Entering Unmasked Estep 
Score: -3257415.250000 Penalty: 3580.120850
	Iteration 22Q: 3 clusters Score -3257415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 60629 members 
Entering Unmasked Estep 
Score: -3257417.500000 Penalty: 3580.120850
	Iteration 23Q: 3 clusters Score -3257418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 60630 members 
Entering Unmasked Estep 
Score: -3257419.750000 Penalty: 3580.120850
	Iteration 24Q: 3 clusters Score -3257420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 60630 members 
Entering Unmasked Estep 
Score: -3257419.750000 Penalty: 3580.120850
	Iteration 25F: 3 clusters Score -3257420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Entering Unmasked Estep 
Score: -424170.281250 Penalty: 1458.210815
	Iteration 0F: 2 clusters Score -424170.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -418401.687500 Penalty: 2916.421631
	Iteration 0F: 3 clusters Score -418401.7 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -420109.250000 Penalty: 2916.421631
	Iteration 1F: 3 clusters Score -420109.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -420291.750000 Penalty: 2916.421631
	Iteration 2F: 3 clusters Score -420291.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -420440.343750 Penalty: 2916.421631
	Iteration 3Q: 3 clusters Score -420440.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -420576.468750 Penalty: 2916.421631
	Iteration 4Q: 3 clusters Score -420576.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -420714.562500 Penalty: 2916.421631
	Iteration 5Q: 3 clusters Score -420714.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -420892.375000 Penalty: 2916.421631
	Iteration 6Q: 3 clusters Score -420892.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -421102.781250 Penalty: 2916.421631
	Iteration 7Q: 3 clusters Score -421102.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -421386.843750 Penalty: 2916.421631
	Iteration 8F: 3 clusters Score -421386.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -421691.187500 Penalty: 2916.421631
	Iteration 9F: 3 clusters Score -421691.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -421991.968750 Penalty: 2916.421631
	Iteration 10F: 3 clusters Score -421992 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -422236.593750 Penalty: 2916.421631
	Iteration 11Q: 3 clusters Score -422236.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -422402.125000 Penalty: 2916.421631
	Iteration 12Q: 3 clusters Score -422402.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -422514.093750 Penalty: 2916.421631
	Iteration 13Q: 3 clusters Score -422514.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -422603.750000 Penalty: 2916.421631
	Iteration 14Q: 3 clusters Score -422603.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -422691.187500 Penalty: 2916.421631
	Iteration 15Q: 3 clusters Score -422691.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -422763.562500 Penalty: 2916.421631
	Iteration 16Q: 3 clusters Score -422763.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -422808.500000 Penalty: 2916.421631
	Iteration 17Q: 3 clusters Score -422808.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -422830.312500 Penalty: 2916.421631
	Iteration 18Q: 3 clusters Score -422830.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -422845.250000 Penalty: 2916.421631
	Iteration 19Q: 3 clusters Score -422845.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -422856.406250 Penalty: 2916.421631
	Iteration 20F: 3 clusters Score -422856.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -422866.781250 Penalty: 2916.421631
	Iteration 21Q: 3 clusters Score -422866.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -422873.437500 Penalty: 2916.421631
	Iteration 22Q: 3 clusters Score -422873.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -422878.375000 Penalty: 2916.421631
	Iteration 23Q: 3 clusters Score -422878.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -422882.125000 Penalty: 2916.421631
	Iteration 24Q: 3 clusters Score -422882.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -422885.687500 Penalty: 2916.421631
	Iteration 25Q: 3 clusters Score -422885.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -422890.156250 Penalty: 2916.421631
	Iteration 26Q: 3 clusters Score -422890.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -422891.843750 Penalty: 2916.421631
	Iteration 27Q: 3 clusters Score -422891.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -422892.406250 Penalty: 2916.421631
	Iteration 28Q: 3 clusters Score -422892.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -422894.312500 Penalty: 2916.421631
	Iteration 29Q: 3 clusters Score -422894.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -422896.531250 Penalty: 2916.421631
	Iteration 30Q: 3 clusters Score -422896.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -422897.125000 Penalty: 2916.421631
	Iteration 31Q: 3 clusters Score -422897.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -422897.843750 Penalty: 2916.421631
	Iteration 32Q: 3 clusters Score -422897.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -422897.843750 Penalty: 2916.421631
	Iteration 33F: 3 clusters Score -422897.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (100058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100058 members 
Entering Unmasked Estep 
Score: -5392347.500000 Penalty: 1870.944580
	Iteration 0F: 2 clusters Score -5392348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 49999 members 
Entering Unmasked Estep 
Score: -5325453.000000 Penalty: 3741.889160
	Iteration 0F: 3 clusters Score -5325453 nChanged 47950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49563 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
Score: -5353580.500000 Penalty: 3741.889160
	Iteration 1F: 3 clusters Score -5353580 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -5354428.000000 Penalty: 3741.889160
	Iteration 2Q: 3 clusters Score -5354428 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -5355446.000000 Penalty: 3741.889160
	Iteration 3Q: 3 clusters Score -5355446 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 51959 members 
Entering Unmasked Estep 
Score: -5356676.000000 Penalty: 3741.889160
	Iteration 4Q: 3 clusters Score -5356676 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -5358190.500000 Penalty: 3741.889160
	Iteration 5Q: 3 clusters Score -5358190 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 54733 members 
Entering Unmasked Estep 
Score: -5360103.500000 Penalty: 3741.889160
	Iteration 6Q: 3 clusters Score -5360104 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 56747 members 
Entering Unmasked Estep 
Score: -5362534.500000 Penalty: 3741.889160
	Iteration 7F: 3 clusters Score -5362534 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 59064 members 
Entering Unmasked Estep 
Score: -5365511.500000 Penalty: 3741.889160
	Iteration 8F: 3 clusters Score -5365512 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 61638 members 
Entering Unmasked Estep 
Score: -5369089.500000 Penalty: 3741.889160
	Iteration 9F: 3 clusters Score -5369090 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 64249 members 
Entering Unmasked Estep 
Score: -5373214.000000 Penalty: 3741.889160
	Iteration 10F: 3 clusters Score -5373214 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 66517 members 
Entering Unmasked Estep 
Score: -5376892.000000 Penalty: 3741.889160
	Iteration 11Q: 3 clusters Score -5376892 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 68364 members 
Entering Unmasked Estep 
Score: -5379058.500000 Penalty: 3741.889160
	Iteration 12Q: 3 clusters Score -5379058 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 69941 members 
Entering Unmasked Estep 
Score: -5380126.000000 Penalty: 3741.889160
	Iteration 13Q: 3 clusters Score -5380126 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 71404 members 
Entering Unmasked Estep 
Score: -5380894.000000 Penalty: 3741.889160
	Iteration 14Q: 3 clusters Score -5380894 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -5381436.500000 Penalty: 3741.889160
	Iteration 15Q: 3 clusters Score -5381436 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 74075 members 
Entering Unmasked Estep 
Score: -5382012.500000 Penalty: 3741.889160
	Iteration 16Q: 3 clusters Score -5382012 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 75334 members 
Entering Unmasked Estep 
Score: -5382497.000000 Penalty: 3741.889160
	Iteration 17Q: 3 clusters Score -5382497 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 76540 members 
Entering Unmasked Estep 
Score: -5382941.500000 Penalty: 3741.889160
	Iteration 18Q: 3 clusters Score -5382942 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 77643 members 
Entering Unmasked Estep 
Score: -5383320.000000 Penalty: 3741.889160
	Iteration 19Q: 3 clusters Score -5383320 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 78756 members 
Entering Unmasked Estep 
Score: -5383700.500000 Penalty: 3741.889160
	Iteration 20F: 3 clusters Score -5383700 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 79902 members 
Entering Unmasked Estep 
Score: -5384095.500000 Penalty: 3741.889160
	Iteration 21Q: 3 clusters Score -5384096 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 81047 members 
Entering Unmasked Estep 
Score: -5384446.500000 Penalty: 3741.889160
	Iteration 22Q: 3 clusters Score -5384446 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 82173 members 
Entering Unmasked Estep 
Score: -5384775.000000 Penalty: 3741.889160
	Iteration 23Q: 3 clusters Score -5384775 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 83257 members 
Entering Unmasked Estep 
Score: -5385136.500000 Penalty: 3741.889160
	Iteration 24Q: 3 clusters Score -5385136 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 84353 members 
Entering Unmasked Estep 
Score: -5385446.000000 Penalty: 3741.889160
	Iteration 25Q: 3 clusters Score -5385446 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 85391 members 
Entering Unmasked Estep 
Score: -5385785.000000 Penalty: 3741.889160
	Iteration 26Q: 3 clusters Score -5385785 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 86432 members 
Entering Unmasked Estep 
Score: -5386095.000000 Penalty: 3741.889160
	Iteration 27Q: 3 clusters Score -5386095 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 87502 members 
Entering Unmasked Estep 
Score: -5386466.500000 Penalty: 3741.889160
	Iteration 28Q: 3 clusters Score -5386466 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 88524 members 
Entering Unmasked Estep 
Score: -5386796.000000 Penalty: 3741.889160
	Iteration 29Q: 3 clusters Score -5386796 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 89465 members 
Entering Unmasked Estep 
Score: -5387110.500000 Penalty: 3741.889160
	Iteration 30Q: 3 clusters Score -5387110 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 90374 members 
Entering Unmasked Estep 
Score: -5387415.500000 Penalty: 3741.889160
	Iteration 31Q: 3 clusters Score -5387416 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 91267 members 
Entering Unmasked Estep 
Score: -5387701.500000 Penalty: 3741.889160
	Iteration 32Q: 3 clusters Score -5387702 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 92110 members 
Entering Unmasked Estep 
Score: -5387992.000000 Penalty: 3741.889160
	Iteration 33Q: 3 clusters Score -5387992 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 92908 members 
Entering Unmasked Estep 
Score: -5388275.000000 Penalty: 3741.889160
	Iteration 34Q: 3 clusters Score -5388275 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 93654 members 
Entering Unmasked Estep 
Score: -5388528.500000 Penalty: 3741.889160
	Iteration 35Q: 3 clusters Score -5388528 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 94335 members 
Entering Unmasked Estep 
Score: -5388805.000000 Penalty: 3741.889160
	Iteration 36Q: 3 clusters Score -5388805 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 94971 members 
Entering Unmasked Estep 
Score: -5389045.500000 Penalty: 3741.889160
	Iteration 37Q: 3 clusters Score -5389046 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 95584 members 
Entering Unmasked Estep 
Score: -5389306.000000 Penalty: 3741.889160
	Iteration 38Q: 3 clusters Score -5389306 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 96130 members 
Entering Unmasked Estep 
Score: -5389524.500000 Penalty: 3741.889160
	Iteration 39Q: 3 clusters Score -5389524 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 96652 members 
Entering Unmasked Estep 
Score: -5389760.500000 Penalty: 3741.889160
	Iteration 40F: 3 clusters Score -5389760 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 97112 members 
Entering Unmasked Estep 
Score: -5389996.000000 Penalty: 3741.889160
	Iteration 41Q: 3 clusters Score -5389996 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 97504 members 
Entering Unmasked Estep 
Score: -5390165.500000 Penalty: 3741.889160
	Iteration 42Q: 3 clusters Score -5390166 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 97825 members 
Entering Unmasked Estep 
Score: -5390266.000000 Penalty: 3741.889160
	Iteration 43Q: 3 clusters Score -5390266 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 98074 members 
Entering Unmasked Estep 
Score: -5390358.500000 Penalty: 3741.889160
	Iteration 44Q: 3 clusters Score -5390358 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 98277 members 
Entering Unmasked Estep 
Score: -5390437.000000 Penalty: 3741.889160
	Iteration 45Q: 3 clusters Score -5390437 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 98445 members 
Entering Unmasked Estep 
Score: -5390500.000000 Penalty: 3741.889160
	Iteration 46Q: 3 clusters Score -5390500 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 98589 members 
Entering Unmasked Estep 
Score: -5390547.500000 Penalty: 3741.889160
	Iteration 47Q: 3 clusters Score -5390548 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 98716 members 
Entering Unmasked Estep 
Score: -5390615.500000 Penalty: 3741.889160
	Iteration 48Q: 3 clusters Score -5390616 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 98830 members 
Entering Unmasked Estep 
Score: -5390664.000000 Penalty: 3741.889160
	Iteration 49Q: 3 clusters Score -5390664 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 98912 members 
Entering Unmasked Estep 
Score: -5390700.500000 Penalty: 3741.889160
	Iteration 50Q: 3 clusters Score -5390700 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 98972 members 
Entering Unmasked Estep 
Score: -5390725.000000 Penalty: 3741.889160
	Iteration 51Q: 3 clusters Score -5390725 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 99029 members 
Entering Unmasked Estep 
Score: -5390742.000000 Penalty: 3741.889160
	Iteration 52Q: 3 clusters Score -5390742 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 99079 members 
Entering Unmasked Estep 
Score: -5390763.000000 Penalty: 3741.889160
	Iteration 53Q: 3 clusters Score -5390763 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 99123 members 
Entering Unmasked Estep 
Score: -5390780.000000 Penalty: 3741.889160
	Iteration 54Q: 3 clusters Score -5390780 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 99166 members 
Entering Unmasked Estep 
Score: -5390805.000000 Penalty: 3741.889160
	Iteration 55Q: 3 clusters Score -5390805 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 99200 members 
Entering Unmasked Estep 
Score: -5390825.500000 Penalty: 3741.889160
	Iteration 56Q: 3 clusters Score -5390826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 99224 members 
Entering Unmasked Estep 
Score: -5390836.500000 Penalty: 3741.889160
	Iteration 57Q: 3 clusters Score -5390836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 99247 members 
Entering Unmasked Estep 
Score: -5390853.000000 Penalty: 3741.889160
	Iteration 58Q: 3 clusters Score -5390853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 99264 members 
Entering Unmasked Estep 
Score: -5390854.000000 Penalty: 3741.889160
	Iteration 59Q: 3 clusters Score -5390854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 99279 members 
Entering Unmasked Estep 
Score: -5390856.000000 Penalty: 3741.889160
	Iteration 60F: 3 clusters Score -5390856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 99293 members 
Entering Unmasked Estep 
Score: -5390864.000000 Penalty: 3741.889160
	Iteration 61Q: 3 clusters Score -5390864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 99308 members 
Entering Unmasked Estep 
Score: -5390872.500000 Penalty: 3741.889160
	Iteration 62Q: 3 clusters Score -5390872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 99317 members 
Entering Unmasked Estep 
Score: -5390876.000000 Penalty: 3741.889160
	Iteration 63Q: 3 clusters Score -5390876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 99326 members 
Entering Unmasked Estep 
Score: -5390878.000000 Penalty: 3741.889160
	Iteration 64Q: 3 clusters Score -5390878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 99333 members 
Entering Unmasked Estep 
Score: -5390874.000000 Penalty: 3741.889160
	Iteration 65Q: 3 clusters Score -5390874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 99339 members 
Entering Unmasked Estep 
Score: -5390873.500000 Penalty: 3741.889160
	Iteration 66Q: 3 clusters Score -5390874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 99344 members 
Entering Unmasked Estep 
Score: -5390880.500000 Penalty: 3741.889160
	Iteration 67Q: 3 clusters Score -5390880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 99347 members 
Entering Unmasked Estep 
Score: -5390884.000000 Penalty: 3741.889160
	Iteration 68Q: 3 clusters Score -5390884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 99349 members 
Entering Unmasked Estep 
Score: -5390889.000000 Penalty: 3741.889160
	Iteration 69Q: 3 clusters Score -5390889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 99350 members 
Entering Unmasked Estep 
Score: -5390891.000000 Penalty: 3741.889160
	Iteration 70Q: 3 clusters Score -5390891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 99351 members 
Entering Unmasked Estep 
Score: -5390891.500000 Penalty: 3741.889160
	Iteration 71Q: 3 clusters Score -5390892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 99351 members 
Entering Unmasked Estep 
Score: -5390891.500000 Penalty: 3741.889160
	Iteration 72F: 3 clusters Score -5390892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Entering Unmasked Estep 
Score: -1475431.000000 Penalty: 1665.581665
	Iteration 0F: 2 clusters Score -1475431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1456331.875000 Penalty: 3331.163330
	Iteration 0F: 3 clusters Score -1456332 nChanged 12968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1463438.750000 Penalty: 3331.163330
	Iteration 1F: 3 clusters Score -1463439 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -1463868.500000 Penalty: 3331.163330
	Iteration 2Q: 3 clusters Score -1463868 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -1464442.375000 Penalty: 3331.163330
	Iteration 3Q: 3 clusters Score -1464442 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -1465433.375000 Penalty: 3331.163330
	Iteration 4F: 3 clusters Score -1465433 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -1467296.625000 Penalty: 3331.163330
	Iteration 5F: 3 clusters Score -1467297 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -1469972.375000 Penalty: 3331.163330
	Iteration 6F: 3 clusters Score -1469972 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -1472345.500000 Penalty: 3331.163330
	Iteration 7F: 3 clusters Score -1472346 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -1473573.000000 Penalty: 3331.163330
	Iteration 8Q: 3 clusters Score -1473573 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -1474064.625000 Penalty: 3331.163330
	Iteration 9Q: 3 clusters Score -1474065 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -1474266.500000 Penalty: 3331.163330
	Iteration 10Q: 3 clusters Score -1474266 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -1474359.500000 Penalty: 3331.163330
	Iteration 11Q: 3 clusters Score -1474360 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -1474400.500000 Penalty: 3331.163330
	Iteration 12Q: 3 clusters Score -1474400 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -1474426.625000 Penalty: 3331.163330
	Iteration 13Q: 3 clusters Score -1474427 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -1474442.625000 Penalty: 3331.163330
	Iteration 14Q: 3 clusters Score -1474443 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -1474450.000000 Penalty: 3331.163330
	Iteration 15Q: 3 clusters Score -1474450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -1474456.250000 Penalty: 3331.163330
	Iteration 16Q: 3 clusters Score -1474456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -1474457.375000 Penalty: 3331.163330
	Iteration 17Q: 3 clusters Score -1474457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -1474463.625000 Penalty: 3331.163330
	Iteration 18Q: 3 clusters Score -1474464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -1474466.875000 Penalty: 3331.163330
	Iteration 19Q: 3 clusters Score -1474467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -1474470.750000 Penalty: 3331.163330
	Iteration 20F: 3 clusters Score -1474471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -1474473.375000 Penalty: 3331.163330
	Iteration 21Q: 3 clusters Score -1474473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -1474471.250000 Penalty: 3331.163330
	Iteration 22Q: 3 clusters Score -1474471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -1474471.375000 Penalty: 3331.163330
	Iteration 23Q: 3 clusters Score -1474471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -1474471.625000 Penalty: 3331.163330
	Iteration 24Q: 3 clusters Score -1474472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -1474471.875000 Penalty: 3331.163330
	Iteration 25Q: 3 clusters Score -1474472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -1474472.250000 Penalty: 3331.163330
	Iteration 26Q: 3 clusters Score -1474472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -1474470.375000 Penalty: 3331.163330
	Iteration 27Q: 3 clusters Score -1474470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -1474471.250000 Penalty: 3331.163330
	Iteration 28Q: 3 clusters Score -1474471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -1474470.625000 Penalty: 3331.163330
	Iteration 29Q: 3 clusters Score -1474471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -1474471.875000 Penalty: 3331.163330
	Iteration 30Q: 3 clusters Score -1474472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -1474472.750000 Penalty: 3331.163330
	Iteration 31Q: 3 clusters Score -1474473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -1474471.375000 Penalty: 3331.163330
	Iteration 32Q: 3 clusters Score -1474471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -1474471.625000 Penalty: 3331.163330
	Iteration 33Q: 3 clusters Score -1474472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -1474470.875000 Penalty: 3331.163330
	Iteration 34Q: 3 clusters Score -1474471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -1474468.750000 Penalty: 3331.163330
	Iteration 35Q: 3 clusters Score -1474469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -1474469.875000 Penalty: 3331.163330
	Iteration 36Q: 3 clusters Score -1474470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -1474470.125000 Penalty: 3331.163330
	Iteration 37Q: 3 clusters Score -1474470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -1474470.875000 Penalty: 3331.163330
	Iteration 38Q: 3 clusters Score -1474471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -1474470.625000 Penalty: 3331.163330
	Iteration 39Q: 3 clusters Score -1474471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -1474472.125000 Penalty: 3331.163330
	Iteration 40F: 3 clusters Score -1474472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -1474476.500000 Penalty: 3331.163330
	Iteration 41Q: 3 clusters Score -1474476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -1474477.375000 Penalty: 3331.163330
	Iteration 42Q: 3 clusters Score -1474477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -1474479.875000 Penalty: 3331.163330
	Iteration 43Q: 3 clusters Score -1474480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -1474480.625000 Penalty: 3331.163330
	Iteration 44Q: 3 clusters Score -1474481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -1474479.375000 Penalty: 3331.163330
	Iteration 45Q: 3 clusters Score -1474479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -1474478.625000 Penalty: 3331.163330
	Iteration 46Q: 3 clusters Score -1474479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -1474479.750000 Penalty: 3331.163330
	Iteration 47Q: 3 clusters Score -1474480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -1474479.750000 Penalty: 3331.163330
	Iteration 48F: 3 clusters Score -1474480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Entering Unmasked Estep 
Score: -125651.093750 Penalty: 1319.111816
	Iteration 0F: 2 clusters Score -125651.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -122755.742188 Penalty: 2638.223633
	Iteration 0F: 3 clusters Score -122755.7 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -123926.710938 Penalty: 2638.223633
	Iteration 1F: 3 clusters Score -123926.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -124359.507812 Penalty: 2638.223633
	Iteration 2F: 3 clusters Score -124359.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -124654.578125 Penalty: 2638.223633
	Iteration 3F: 3 clusters Score -124654.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -124828.867188 Penalty: 2638.223633
	Iteration 4F: 3 clusters Score -124828.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -124928.093750 Penalty: 2638.223633
	Iteration 5Q: 3 clusters Score -124928.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -125011.593750 Penalty: 2638.223633
	Iteration 6Q: 3 clusters Score -125011.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -125075.148438 Penalty: 2638.223633
	Iteration 7Q: 3 clusters Score -125075.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -125125.664062 Penalty: 2638.223633
	Iteration 8Q: 3 clusters Score -125125.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -125151.007812 Penalty: 2638.223633
	Iteration 9Q: 3 clusters Score -125151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -125163.226562 Penalty: 2638.223633
	Iteration 10Q: 3 clusters Score -125163.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -125182.343750 Penalty: 2638.223633
	Iteration 11Q: 3 clusters Score -125182.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -125199.734375 Penalty: 2638.223633
	Iteration 12Q: 3 clusters Score -125199.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -125210.335938 Penalty: 2638.223633
	Iteration 13Q: 3 clusters Score -125210.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -125213.703125 Penalty: 2638.223633
	Iteration 14Q: 3 clusters Score -125213.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -125217.195312 Penalty: 2638.223633
	Iteration 15Q: 3 clusters Score -125217.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -125220.734375 Penalty: 2638.223633
	Iteration 16Q: 3 clusters Score -125220.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -125222.140625 Penalty: 2638.223633
	Iteration 17Q: 3 clusters Score -125222.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -125222.359375 Penalty: 2638.223633
	Iteration 18Q: 3 clusters Score -125222.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -125222.359375 Penalty: 2638.223633
	Iteration 19F: 3 clusters Score -125222.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Entering Unmasked Estep 
Score: -362524.906250 Penalty: 1442.188721
	Iteration 0F: 2 clusters Score -362524.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -357131.906250 Penalty: 2884.377441
	Iteration 0F: 3 clusters Score -357131.9 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -358819.218750 Penalty: 2884.377441
	Iteration 1F: 3 clusters Score -358819.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -359128.218750 Penalty: 2884.377441
	Iteration 2F: 3 clusters Score -359128.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -359415.718750 Penalty: 2884.377441
	Iteration 3F: 3 clusters Score -359415.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -359668.156250 Penalty: 2884.377441
	Iteration 4F: 3 clusters Score -359668.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -359891.718750 Penalty: 2884.377441
	Iteration 5F: 3 clusters Score -359891.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -360090.406250 Penalty: 2884.377441
	Iteration 6Q: 3 clusters Score -360090.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -360233.625000 Penalty: 2884.377441
	Iteration 7Q: 3 clusters Score -360233.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -360357.562500 Penalty: 2884.377441
	Iteration 8Q: 3 clusters Score -360357.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -360454.500000 Penalty: 2884.377441
	Iteration 9Q: 3 clusters Score -360454.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -360532.437500 Penalty: 2884.377441
	Iteration 10Q: 3 clusters Score -360532.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -360591.375000 Penalty: 2884.377441
	Iteration 11Q: 3 clusters Score -360591.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -360647.125000 Penalty: 2884.377441
	Iteration 12Q: 3 clusters Score -360647.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -360714.250000 Penalty: 2884.377441
	Iteration 13Q: 3 clusters Score -360714.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -360769.187500 Penalty: 2884.377441
	Iteration 14Q: 3 clusters Score -360769.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -360818.843750 Penalty: 2884.377441
	Iteration 15Q: 3 clusters Score -360818.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -360864.187500 Penalty: 2884.377441
	Iteration 16Q: 3 clusters Score -360864.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -360903.718750 Penalty: 2884.377441
	Iteration 17Q: 3 clusters Score -360903.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -360940.812500 Penalty: 2884.377441
	Iteration 18Q: 3 clusters Score -360940.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -360977.218750 Penalty: 2884.377441
	Iteration 19Q: 3 clusters Score -360977.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -361014.468750 Penalty: 2884.377441
	Iteration 20F: 3 clusters Score -361014.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -361044.593750 Penalty: 2884.377441
	Iteration 21Q: 3 clusters Score -361044.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -361067.906250 Penalty: 2884.377441
	Iteration 22Q: 3 clusters Score -361067.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -361093.406250 Penalty: 2884.377441
	Iteration 23Q: 3 clusters Score -361093.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -361123.468750 Penalty: 2884.377441
	Iteration 24Q: 3 clusters Score -361123.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -361155.531250 Penalty: 2884.377441
	Iteration 25Q: 3 clusters Score -361155.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -361182.875000 Penalty: 2884.377441
	Iteration 26Q: 3 clusters Score -361182.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -361201.312500 Penalty: 2884.377441
	Iteration 27Q: 3 clusters Score -361201.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -361222.937500 Penalty: 2884.377441
	Iteration 28Q: 3 clusters Score -361222.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -361238.687500 Penalty: 2884.377441
	Iteration 29Q: 3 clusters Score -361238.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -361247.093750 Penalty: 2884.377441
	Iteration 30Q: 3 clusters Score -361247.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -361256.062500 Penalty: 2884.377441
	Iteration 31Q: 3 clusters Score -361256.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -361263.875000 Penalty: 2884.377441
	Iteration 32Q: 3 clusters Score -361263.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -361271.187500 Penalty: 2884.377441
	Iteration 33Q: 3 clusters Score -361271.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -361277.375000 Penalty: 2884.377441
	Iteration 34Q: 3 clusters Score -361277.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -361289.343750 Penalty: 2884.377441
	Iteration 35Q: 3 clusters Score -361289.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -361300.218750 Penalty: 2884.377441
	Iteration 36Q: 3 clusters Score -361300.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -361311.750000 Penalty: 2884.377441
	Iteration 37Q: 3 clusters Score -361311.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -361322.250000 Penalty: 2884.377441
	Iteration 38Q: 3 clusters Score -361322.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -361334.218750 Penalty: 2884.377441
	Iteration 39Q: 3 clusters Score -361334.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -361348.875000 Penalty: 2884.377441
	Iteration 40F: 3 clusters Score -361348.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -361364.343750 Penalty: 2884.377441
	Iteration 41Q: 3 clusters Score -361364.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -361376.406250 Penalty: 2884.377441
	Iteration 42Q: 3 clusters Score -361376.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -361389.906250 Penalty: 2884.377441
	Iteration 43Q: 3 clusters Score -361389.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -361400.375000 Penalty: 2884.377441
	Iteration 44Q: 3 clusters Score -361400.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -361413.906250 Penalty: 2884.377441
	Iteration 45Q: 3 clusters Score -361413.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -361436.906250 Penalty: 2884.377441
	Iteration 46Q: 3 clusters Score -361436.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -361457.687500 Penalty: 2884.377441
	Iteration 47Q: 3 clusters Score -361457.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -361478.093750 Penalty: 2884.377441
	Iteration 48Q: 3 clusters Score -361478.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -361495.031250 Penalty: 2884.377441
	Iteration 49Q: 3 clusters Score -361495 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -361508.937500 Penalty: 2884.377441
	Iteration 50Q: 3 clusters Score -361508.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -361519.343750 Penalty: 2884.377441
	Iteration 51Q: 3 clusters Score -361519.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -361525.656250 Penalty: 2884.377441
	Iteration 52Q: 3 clusters Score -361525.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -361534.906250 Penalty: 2884.377441
	Iteration 53Q: 3 clusters Score -361534.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -361543.468750 Penalty: 2884.377441
	Iteration 54Q: 3 clusters Score -361543.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -361547.437500 Penalty: 2884.377441
	Iteration 55Q: 3 clusters Score -361547.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -361552.125000 Penalty: 2884.377441
	Iteration 56Q: 3 clusters Score -361552.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -361554.937500 Penalty: 2884.377441
	Iteration 57Q: 3 clusters Score -361554.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -361557.906250 Penalty: 2884.377441
	Iteration 58Q: 3 clusters Score -361557.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -361560.906250 Penalty: 2884.377441
	Iteration 59Q: 3 clusters Score -361560.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -361562.593750 Penalty: 2884.377441
	Iteration 60F: 3 clusters Score -361562.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -361565.843750 Penalty: 2884.377441
	Iteration 61Q: 3 clusters Score -361565.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -361568.531250 Penalty: 2884.377441
	Iteration 62Q: 3 clusters Score -361568.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -361569.437500 Penalty: 2884.377441
	Iteration 63Q: 3 clusters Score -361569.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -361569.125000 Penalty: 2884.377441
	Iteration 64Q: 3 clusters Score -361569.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -361569.906250 Penalty: 2884.377441
	Iteration 65Q: 3 clusters Score -361569.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -361570.843750 Penalty: 2884.377441
	Iteration 66Q: 3 clusters Score -361570.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -361570.875000 Penalty: 2884.377441
	Iteration 67Q: 3 clusters Score -361570.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -361572.343750 Penalty: 2884.377441
	Iteration 68Q: 3 clusters Score -361572.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -361574.187500 Penalty: 2884.377441
	Iteration 69Q: 3 clusters Score -361574.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -361575.875000 Penalty: 2884.377441
	Iteration 70Q: 3 clusters Score -361575.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -361577.875000 Penalty: 2884.377441
	Iteration 71Q: 3 clusters Score -361577.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -361578.656250 Penalty: 2884.377441
	Iteration 72Q: 3 clusters Score -361578.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -361580.000000 Penalty: 2884.377441
	Iteration 73Q: 3 clusters Score -361580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -361580.593750 Penalty: 2884.377441
	Iteration 74Q: 3 clusters Score -361580.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -361580.531250 Penalty: 2884.377441
	Iteration 75Q: 3 clusters Score -361580.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -361580.531250 Penalty: 2884.377441
	Iteration 76F: 3 clusters Score -361580.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Entering Unmasked Estep 
Score: -435573.531250 Penalty: 1474.012817
	Iteration 0F: 2 clusters Score -435573.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -429288.625000 Penalty: 2948.025635
	Iteration 0F: 3 clusters Score -429288.6 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -431466.812500 Penalty: 2948.025635
	Iteration 1F: 3 clusters Score -431466.8 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -431986.187500 Penalty: 2948.025635
	Iteration 2F: 3 clusters Score -431986.2 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -432725.562500 Penalty: 2948.025635
	Iteration 3F: 3 clusters Score -432725.6 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -433551.593750 Penalty: 2948.025635
	Iteration 4F: 3 clusters Score -433551.6 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -434214.343750 Penalty: 2948.025635
	Iteration 5F: 3 clusters Score -434214.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -434633.062500 Penalty: 2948.025635
	Iteration 6F: 3 clusters Score -434633.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -434819.500000 Penalty: 2948.025635
	Iteration 7Q: 3 clusters Score -434819.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -434898.875000 Penalty: 2948.025635
	Iteration 8Q: 3 clusters Score -434898.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -434934.781250 Penalty: 2948.025635
	Iteration 9Q: 3 clusters Score -434934.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -434947.687500 Penalty: 2948.025635
	Iteration 10Q: 3 clusters Score -434947.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -434960.875000 Penalty: 2948.025635
	Iteration 11Q: 3 clusters Score -434960.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -434969.218750 Penalty: 2948.025635
	Iteration 12Q: 3 clusters Score -434969.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -434972.875000 Penalty: 2948.025635
	Iteration 13Q: 3 clusters Score -434972.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -434977.000000 Penalty: 2948.025635
	Iteration 14Q: 3 clusters Score -434977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -434979.250000 Penalty: 2948.025635
	Iteration 15Q: 3 clusters Score -434979.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -434980.375000 Penalty: 2948.025635
	Iteration 16Q: 3 clusters Score -434980.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -434982.125000 Penalty: 2948.025635
	Iteration 17Q: 3 clusters Score -434982.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -434981.968750 Penalty: 2948.025635
	Iteration 18Q: 3 clusters Score -434982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -434982.625000 Penalty: 2948.025635
	Iteration 19Q: 3 clusters Score -434982.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -434983.093750 Penalty: 2948.025635
	Iteration 20F: 3 clusters Score -434983.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -434984.093750 Penalty: 2948.025635
	Iteration 21Q: 3 clusters Score -434984.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -434984.093750 Penalty: 2948.025635
	Iteration 22F: 3 clusters Score -434984.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Entering Unmasked Estep 
Score: -418107.906250 Penalty: 1471.300049
	Iteration 0F: 2 clusters Score -418107.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -411927.187500 Penalty: 2942.600098
	Iteration 0F: 3 clusters Score -411927.2 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -413940.500000 Penalty: 2942.600098
	Iteration 1F: 3 clusters Score -413940.5 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -414239.750000 Penalty: 2942.600098
	Iteration 2F: 3 clusters Score -414239.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -414476.531250 Penalty: 2942.600098
	Iteration 3F: 3 clusters Score -414476.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -414710.875000 Penalty: 2942.600098
	Iteration 4F: 3 clusters Score -414710.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -414927.375000 Penalty: 2942.600098
	Iteration 5Q: 3 clusters Score -414927.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -415122.031250 Penalty: 2942.600098
	Iteration 6Q: 3 clusters Score -415122 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -415306.812500 Penalty: 2942.600098
	Iteration 7Q: 3 clusters Score -415306.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -415482.000000 Penalty: 2942.600098
	Iteration 8Q: 3 clusters Score -415482 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -415630.125000 Penalty: 2942.600098
	Iteration 9Q: 3 clusters Score -415630.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -415726.812500 Penalty: 2942.600098
	Iteration 10Q: 3 clusters Score -415726.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -415793.875000 Penalty: 2942.600098
	Iteration 11Q: 3 clusters Score -415793.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -415841.468750 Penalty: 2942.600098
	Iteration 12Q: 3 clusters Score -415841.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -415877.812500 Penalty: 2942.600098
	Iteration 13Q: 3 clusters Score -415877.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -415912.968750 Penalty: 2942.600098
	Iteration 14Q: 3 clusters Score -415913 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -415940.406250 Penalty: 2942.600098
	Iteration 15Q: 3 clusters Score -415940.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -415964.593750 Penalty: 2942.600098
	Iteration 16Q: 3 clusters Score -415964.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -415984.468750 Penalty: 2942.600098
	Iteration 17Q: 3 clusters Score -415984.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -415998.406250 Penalty: 2942.600098
	Iteration 18Q: 3 clusters Score -415998.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -416011.781250 Penalty: 2942.600098
	Iteration 19Q: 3 clusters Score -416011.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -416029.593750 Penalty: 2942.600098
	Iteration 20F: 3 clusters Score -416029.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -416044.156250 Penalty: 2942.600098
	Iteration 21Q: 3 clusters Score -416044.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -416063.718750 Penalty: 2942.600098
	Iteration 22Q: 3 clusters Score -416063.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -416083.500000 Penalty: 2942.600098
	Iteration 23Q: 3 clusters Score -416083.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -416099.468750 Penalty: 2942.600098
	Iteration 24Q: 3 clusters Score -416099.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -416114.812500 Penalty: 2942.600098
	Iteration 25Q: 3 clusters Score -416114.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -416127.250000 Penalty: 2942.600098
	Iteration 26Q: 3 clusters Score -416127.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -416139.281250 Penalty: 2942.600098
	Iteration 27Q: 3 clusters Score -416139.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -416153.625000 Penalty: 2942.600098
	Iteration 28Q: 3 clusters Score -416153.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -416167.812500 Penalty: 2942.600098
	Iteration 29Q: 3 clusters Score -416167.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -416179.062500 Penalty: 2942.600098
	Iteration 30Q: 3 clusters Score -416179.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -416190.250000 Penalty: 2942.600098
	Iteration 31Q: 3 clusters Score -416190.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -416200.312500 Penalty: 2942.600098
	Iteration 32Q: 3 clusters Score -416200.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -416206.218750 Penalty: 2942.600098
	Iteration 33Q: 3 clusters Score -416206.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -416212.187500 Penalty: 2942.600098
	Iteration 34Q: 3 clusters Score -416212.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -416220.156250 Penalty: 2942.600098
	Iteration 35Q: 3 clusters Score -416220.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -416228.625000 Penalty: 2942.600098
	Iteration 36Q: 3 clusters Score -416228.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -416246.750000 Penalty: 2942.600098
	Iteration 37Q: 3 clusters Score -416246.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -416263.187500 Penalty: 2942.600098
	Iteration 38Q: 3 clusters Score -416263.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -416283.031250 Penalty: 2942.600098
	Iteration 39Q: 3 clusters Score -416283 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -416301.968750 Penalty: 2942.600098
	Iteration 40F: 3 clusters Score -416302 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -416323.906250 Penalty: 2942.600098
	Iteration 41Q: 3 clusters Score -416323.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -416350.406250 Penalty: 2942.600098
	Iteration 42Q: 3 clusters Score -416350.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -416363.468750 Penalty: 2942.600098
	Iteration 43Q: 3 clusters Score -416363.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -416374.656250 Penalty: 2942.600098
	Iteration 44Q: 3 clusters Score -416374.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -416385.062500 Penalty: 2942.600098
	Iteration 45Q: 3 clusters Score -416385.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -416394.906250 Penalty: 2942.600098
	Iteration 46Q: 3 clusters Score -416394.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -416408.593750 Penalty: 2942.600098
	Iteration 47Q: 3 clusters Score -416408.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -416427.937500 Penalty: 2942.600098
	Iteration 48Q: 3 clusters Score -416427.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -416450.437500 Penalty: 2942.600098
	Iteration 49Q: 3 clusters Score -416450.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -416474.156250 Penalty: 2942.600098
	Iteration 50Q: 3 clusters Score -416474.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -416497.343750 Penalty: 2942.600098
	Iteration 51Q: 3 clusters Score -416497.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -416516.500000 Penalty: 2942.600098
	Iteration 52Q: 3 clusters Score -416516.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -416539.437500 Penalty: 2942.600098
	Iteration 53Q: 3 clusters Score -416539.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -416556.968750 Penalty: 2942.600098
	Iteration 54Q: 3 clusters Score -416557 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -416567.343750 Penalty: 2942.600098
	Iteration 55Q: 3 clusters Score -416567.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -416577.500000 Penalty: 2942.600098
	Iteration 56Q: 3 clusters Score -416577.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -416588.062500 Penalty: 2942.600098
	Iteration 57Q: 3 clusters Score -416588.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -416597.500000 Penalty: 2942.600098
	Iteration 58Q: 3 clusters Score -416597.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -416609.125000 Penalty: 2942.600098
	Iteration 59Q: 3 clusters Score -416609.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -416620.937500 Penalty: 2942.600098
	Iteration 60F: 3 clusters Score -416620.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -416636.750000 Penalty: 2942.600098
	Iteration 61Q: 3 clusters Score -416636.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -416655.156250 Penalty: 2942.600098
	Iteration 62Q: 3 clusters Score -416655.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -416669.875000 Penalty: 2942.600098
	Iteration 63Q: 3 clusters Score -416669.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -416677.968750 Penalty: 2942.600098
	Iteration 64Q: 3 clusters Score -416678 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -416687.812500 Penalty: 2942.600098
	Iteration 65Q: 3 clusters Score -416687.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -416691.312500 Penalty: 2942.600098
	Iteration 66Q: 3 clusters Score -416691.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -416693.312500 Penalty: 2942.600098
	Iteration 67Q: 3 clusters Score -416693.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -416695.718750 Penalty: 2942.600098
	Iteration 68Q: 3 clusters Score -416695.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -416694.906250 Penalty: 2942.600098
	Iteration 69Q: 3 clusters Score -416694.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -416697.062500 Penalty: 2942.600098
	Iteration 70Q: 3 clusters Score -416697.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -416701.031250 Penalty: 2942.600098
	Iteration 71Q: 3 clusters Score -416701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -416702.156250 Penalty: 2942.600098
	Iteration 72Q: 3 clusters Score -416702.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -416704.906250 Penalty: 2942.600098
	Iteration 73Q: 3 clusters Score -416704.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -416708.312500 Penalty: 2942.600098
	Iteration 74Q: 3 clusters Score -416708.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -416710.937500 Penalty: 2942.600098
	Iteration 75Q: 3 clusters Score -416710.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -416716.500000 Penalty: 2942.600098
	Iteration 76Q: 3 clusters Score -416716.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -416720.687500 Penalty: 2942.600098
	Iteration 77Q: 3 clusters Score -416720.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -416724.468750 Penalty: 2942.600098
	Iteration 78Q: 3 clusters Score -416724.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -416725.687500 Penalty: 2942.600098
	Iteration 79Q: 3 clusters Score -416725.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -416727.343750 Penalty: 2942.600098
	Iteration 80F: 3 clusters Score -416727.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -416728.843750 Penalty: 2942.600098
	Iteration 81Q: 3 clusters Score -416728.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -416729.593750 Penalty: 2942.600098
	Iteration 82Q: 3 clusters Score -416729.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -416731.406250 Penalty: 2942.600098
	Iteration 83Q: 3 clusters Score -416731.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -416731.687500 Penalty: 2942.600098
	Iteration 84Q: 3 clusters Score -416731.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -416731.718750 Penalty: 2942.600098
	Iteration 85Q: 3 clusters Score -416731.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -416734.156250 Penalty: 2942.600098
	Iteration 86Q: 3 clusters Score -416734.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -416734.250000 Penalty: 2942.600098
	Iteration 87Q: 3 clusters Score -416734.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -416735.281250 Penalty: 2942.600098
	Iteration 88Q: 3 clusters Score -416735.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -416735.218750 Penalty: 2942.600098
	Iteration 89Q: 3 clusters Score -416735.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -416735.406250 Penalty: 2942.600098
	Iteration 90Q: 3 clusters Score -416735.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -416734.375000 Penalty: 2942.600098
	Iteration 91Q: 3 clusters Score -416734.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -416734.875000 Penalty: 2942.600098
	Iteration 92Q: 3 clusters Score -416734.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -416735.562500 Penalty: 2942.600098
	Iteration 93Q: 3 clusters Score -416735.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -416735.562500 Penalty: 2942.600098
	Iteration 94F: 3 clusters Score -416735.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Entering Unmasked Estep 
Score: -294056.093750 Penalty: 1399.974365
	Iteration 0F: 2 clusters Score -294056.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -289776.593750 Penalty: 2799.948730
	Iteration 0F: 3 clusters Score -289776.6 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -290943.156250 Penalty: 2799.948730
	Iteration 1F: 3 clusters Score -290943.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -291128.437500 Penalty: 2799.948730
	Iteration 2F: 3 clusters Score -291128.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -291272.000000 Penalty: 2799.948730
	Iteration 3F: 3 clusters Score -291272 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -291388.906250 Penalty: 2799.948730
	Iteration 4Q: 3 clusters Score -291388.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -291525.687500 Penalty: 2799.948730
	Iteration 5Q: 3 clusters Score -291525.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -291681.187500 Penalty: 2799.948730
	Iteration 6Q: 3 clusters Score -291681.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -291837.875000 Penalty: 2799.948730
	Iteration 7Q: 3 clusters Score -291837.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -291997.031250 Penalty: 2799.948730
	Iteration 8Q: 3 clusters Score -291997 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -292180.500000 Penalty: 2799.948730
	Iteration 9Q: 3 clusters Score -292180.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -292355.218750 Penalty: 2799.948730
	Iteration 10Q: 3 clusters Score -292355.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -292492.687500 Penalty: 2799.948730
	Iteration 11Q: 3 clusters Score -292492.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -292598.031250 Penalty: 2799.948730
	Iteration 12Q: 3 clusters Score -292598 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -292688.000000 Penalty: 2799.948730
	Iteration 13Q: 3 clusters Score -292688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -292742.625000 Penalty: 2799.948730
	Iteration 14Q: 3 clusters Score -292742.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -292782.343750 Penalty: 2799.948730
	Iteration 15Q: 3 clusters Score -292782.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -292811.781250 Penalty: 2799.948730
	Iteration 16Q: 3 clusters Score -292811.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -292833.093750 Penalty: 2799.948730
	Iteration 17Q: 3 clusters Score -292833.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -292844.125000 Penalty: 2799.948730
	Iteration 18Q: 3 clusters Score -292844.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -292847.750000 Penalty: 2799.948730
	Iteration 19Q: 3 clusters Score -292847.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -292847.750000 Penalty: 2799.948730
	Iteration 20F: 3 clusters Score -292847.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -292848.937500 Penalty: 2799.948730
	Iteration 21Q: 3 clusters Score -292848.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -292848.937500 Penalty: 2799.948730
	Iteration 22F: 3 clusters Score -292848.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (80098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80098 members 
Entering Unmasked Estep 
Score: -4286895.500000 Penalty: 1834.788452
	Iteration 0F: 2 clusters Score -4286896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -4233235.500000 Penalty: 3669.576904
	Iteration 0F: 3 clusters Score -4233236 nChanged 37937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -4255561.000000 Penalty: 3669.576904
	Iteration 1F: 3 clusters Score -4255561 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -4256916.500000 Penalty: 3669.576904
	Iteration 2Q: 3 clusters Score -4256916 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -4259359.000000 Penalty: 3669.576904
	Iteration 3F: 3 clusters Score -4259359 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 54665 members 
Entering Unmasked Estep 
Score: -4263305.500000 Penalty: 3669.576904
	Iteration 4F: 3 clusters Score -4263306 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 60388 members 
Entering Unmasked Estep 
Score: -4268802.000000 Penalty: 3669.576904
	Iteration 5F: 3 clusters Score -4268802 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 66026 members 
Entering Unmasked Estep 
Score: -4274577.000000 Penalty: 3669.576904
	Iteration 6F: 3 clusters Score -4274577 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 70447 members 
Entering Unmasked Estep 
Score: -4279047.500000 Penalty: 3669.576904
	Iteration 7F: 3 clusters Score -4279048 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 73344 members 
Entering Unmasked Estep 
Score: -4281947.000000 Penalty: 3669.576904
	Iteration 8Q: 3 clusters Score -4281947 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 74993 members 
Entering Unmasked Estep 
Score: -4283694.500000 Penalty: 3669.576904
	Iteration 9Q: 3 clusters Score -4283694 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 75845 members 
Entering Unmasked Estep 
Score: -4284528.000000 Penalty: 3669.576904
	Iteration 10Q: 3 clusters Score -4284528 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 76324 members 
Entering Unmasked Estep 
Score: -4284931.000000 Penalty: 3669.576904
	Iteration 11Q: 3 clusters Score -4284931 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 76648 members 
Entering Unmasked Estep 
Score: -4285212.500000 Penalty: 3669.576904
	Iteration 12Q: 3 clusters Score -4285212 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 76907 members 
Entering Unmasked Estep 
Score: -4285437.500000 Penalty: 3669.576904
	Iteration 13Q: 3 clusters Score -4285438 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 77112 members 
Entering Unmasked Estep 
Score: -4285545.500000 Penalty: 3669.576904
	Iteration 14Q: 3 clusters Score -4285546 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 77248 members 
Entering Unmasked Estep 
Score: -4285636.500000 Penalty: 3669.576904
	Iteration 15Q: 3 clusters Score -4285636 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 77359 members 
Entering Unmasked Estep 
Score: -4285725.000000 Penalty: 3669.576904
	Iteration 16Q: 3 clusters Score -4285725 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 77474 members 
Entering Unmasked Estep 
Score: -4285795.000000 Penalty: 3669.576904
	Iteration 17Q: 3 clusters Score -4285795 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 77563 members 
Entering Unmasked Estep 
Score: -4285835.000000 Penalty: 3669.576904
	Iteration 18Q: 3 clusters Score -4285835 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 77642 members 
Entering Unmasked Estep 
Score: -4285874.000000 Penalty: 3669.576904
	Iteration 19Q: 3 clusters Score -4285874 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 77708 members 
Entering Unmasked Estep 
Score: -4285921.000000 Penalty: 3669.576904
	Iteration 20F: 3 clusters Score -4285921 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 77753 members 
Entering Unmasked Estep 
Score: -4285938.000000 Penalty: 3669.576904
	Iteration 21Q: 3 clusters Score -4285938 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 77784 members 
Entering Unmasked Estep 
Score: -4285957.500000 Penalty: 3669.576904
	Iteration 22Q: 3 clusters Score -4285958 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 77820 members 
Entering Unmasked Estep 
Score: -4285982.000000 Penalty: 3669.576904
	Iteration 23Q: 3 clusters Score -4285982 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 77848 members 
Entering Unmasked Estep 
Score: -4285991.500000 Penalty: 3669.576904
	Iteration 24Q: 3 clusters Score -4285992 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 77882 members 
Entering Unmasked Estep 
Score: -4286004.000000 Penalty: 3669.576904
	Iteration 25Q: 3 clusters Score -4286004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 77917 members 
Entering Unmasked Estep 
Score: -4286005.000000 Penalty: 3669.576904
	Iteration 26Q: 3 clusters Score -4286005 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 77956 members 
Entering Unmasked Estep 
Score: -4286009.000000 Penalty: 3669.576904
	Iteration 27Q: 3 clusters Score -4286009 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -4286019.000000 Penalty: 3669.576904
	Iteration 28Q: 3 clusters Score -4286019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 78006 members 
Entering Unmasked Estep 
Score: -4286028.000000 Penalty: 3669.576904
	Iteration 29Q: 3 clusters Score -4286028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 78029 members 
Entering Unmasked Estep 
Score: -4286028.500000 Penalty: 3669.576904
	Iteration 30Q: 3 clusters Score -4286028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 78044 members 
Entering Unmasked Estep 
Score: -4286038.500000 Penalty: 3669.576904
	Iteration 31Q: 3 clusters Score -4286038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 78054 members 
Entering Unmasked Estep 
Score: -4286027.000000 Penalty: 3669.576904
	Iteration 32Q: 3 clusters Score -4286027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 78057 members 
Entering Unmasked Estep 
Score: -4286040.000000 Penalty: 3669.576904
	Iteration 33Q: 3 clusters Score -4286040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 78060 members 
Entering Unmasked Estep 
Score: -4286037.000000 Penalty: 3669.576904
	Iteration 34Q: 3 clusters Score -4286037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
Score: -4286044.500000 Penalty: 3669.576904
	Iteration 35Q: 3 clusters Score -4286044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 78070 members 
Entering Unmasked Estep 
Score: -4286049.000000 Penalty: 3669.576904
	Iteration 36Q: 3 clusters Score -4286049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 78074 members 
Entering Unmasked Estep 
Score: -4286049.000000 Penalty: 3669.576904
	Iteration 37Q: 3 clusters Score -4286049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 78078 members 
Entering Unmasked Estep 
Score: -4286052.000000 Penalty: 3669.576904
	Iteration 38Q: 3 clusters Score -4286052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 78081 members 
Entering Unmasked Estep 
Score: -4286051.500000 Penalty: 3669.576904
	Iteration 39Q: 3 clusters Score -4286052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 78084 members 
Entering Unmasked Estep 
Score: -4286049.500000 Penalty: 3669.576904
	Iteration 40F: 3 clusters Score -4286050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 78084 members 
Entering Unmasked Estep 
Score: -4286052.000000 Penalty: 3669.576904
	Iteration 41Q: 3 clusters Score -4286052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 78086 members 
Entering Unmasked Estep 
Score: -4286049.000000 Penalty: 3669.576904
	Iteration 42Q: 3 clusters Score -4286049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 78087 members 
Entering Unmasked Estep 
Score: -4286047.500000 Penalty: 3669.576904
	Iteration 43Q: 3 clusters Score -4286048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 78088 members 
Entering Unmasked Estep 
Score: -4286048.000000 Penalty: 3669.576904
	Iteration 44Q: 3 clusters Score -4286048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 78088 members 
Entering Unmasked Estep 
Score: -4286048.500000 Penalty: 3669.576904
	Iteration 45Q: 3 clusters Score -4286048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 78090 members 
Entering Unmasked Estep 
Score: -4286049.500000 Penalty: 3669.576904
	Iteration 46Q: 3 clusters Score -4286050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 78090 members 
Entering Unmasked Estep 
Score: -4286049.500000 Penalty: 3669.576904
	Iteration 47F: 3 clusters Score -4286050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -167866.765625 Penalty: 1315.534668
	Iteration 0F: 2 clusters Score -167866.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -164913.859375 Penalty: 2631.069336
	Iteration 0F: 3 clusters Score -164913.9 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -165602.625000 Penalty: 2631.069336
	Iteration 1F: 3 clusters Score -165602.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -165759.671875 Penalty: 2631.069336
	Iteration 2F: 3 clusters Score -165759.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -165866.734375 Penalty: 2631.069336
	Iteration 3F: 3 clusters Score -165866.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -165970.187500 Penalty: 2631.069336
	Iteration 4Q: 3 clusters Score -165970.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -166062.531250 Penalty: 2631.069336
	Iteration 5Q: 3 clusters Score -166062.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -166155.281250 Penalty: 2631.069336
	Iteration 6Q: 3 clusters Score -166155.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -166258.984375 Penalty: 2631.069336
	Iteration 7Q: 3 clusters Score -166259 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -166354.718750 Penalty: 2631.069336
	Iteration 8Q: 3 clusters Score -166354.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -166422.906250 Penalty: 2631.069336
	Iteration 9Q: 3 clusters Score -166422.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -166469.906250 Penalty: 2631.069336
	Iteration 10Q: 3 clusters Score -166469.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -166502.656250 Penalty: 2631.069336
	Iteration 11Q: 3 clusters Score -166502.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -166530.484375 Penalty: 2631.069336
	Iteration 12Q: 3 clusters Score -166530.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -166560.375000 Penalty: 2631.069336
	Iteration 13Q: 3 clusters Score -166560.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -166588.578125 Penalty: 2631.069336
	Iteration 14Q: 3 clusters Score -166588.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -166619.531250 Penalty: 2631.069336
	Iteration 15Q: 3 clusters Score -166619.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -166658.093750 Penalty: 2631.069336
	Iteration 16Q: 3 clusters Score -166658.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -166697.953125 Penalty: 2631.069336
	Iteration 17Q: 3 clusters Score -166698 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -166735.281250 Penalty: 2631.069336
	Iteration 18Q: 3 clusters Score -166735.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -166762.125000 Penalty: 2631.069336
	Iteration 19Q: 3 clusters Score -166762.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -166779.421875 Penalty: 2631.069336
	Iteration 20F: 3 clusters Score -166779.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -166801.796875 Penalty: 2631.069336
	Iteration 21Q: 3 clusters Score -166801.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -166815.312500 Penalty: 2631.069336
	Iteration 22Q: 3 clusters Score -166815.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -166825.062500 Penalty: 2631.069336
	Iteration 23Q: 3 clusters Score -166825.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -166830.187500 Penalty: 2631.069336
	Iteration 24Q: 3 clusters Score -166830.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -166835.593750 Penalty: 2631.069336
	Iteration 25Q: 3 clusters Score -166835.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -166838.421875 Penalty: 2631.069336
	Iteration 26Q: 3 clusters Score -166838.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -166841.343750 Penalty: 2631.069336
	Iteration 27Q: 3 clusters Score -166841.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -166844.390625 Penalty: 2631.069336
	Iteration 28Q: 3 clusters Score -166844.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -166847.046875 Penalty: 2631.069336
	Iteration 29Q: 3 clusters Score -166847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -166850.484375 Penalty: 2631.069336
	Iteration 30Q: 3 clusters Score -166850.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -166853.312500 Penalty: 2631.069336
	Iteration 31Q: 3 clusters Score -166853.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -166858.265625 Penalty: 2631.069336
	Iteration 32Q: 3 clusters Score -166858.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -166861.046875 Penalty: 2631.069336
	Iteration 33Q: 3 clusters Score -166861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -166864.015625 Penalty: 2631.069336
	Iteration 34Q: 3 clusters Score -166864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -166866.765625 Penalty: 2631.069336
	Iteration 35Q: 3 clusters Score -166866.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -166869.640625 Penalty: 2631.069336
	Iteration 36Q: 3 clusters Score -166869.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -166871.390625 Penalty: 2631.069336
	Iteration 37Q: 3 clusters Score -166871.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -166872.109375 Penalty: 2631.069336
	Iteration 38Q: 3 clusters Score -166872.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -166872.890625 Penalty: 2631.069336
	Iteration 39Q: 3 clusters Score -166872.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -166874.421875 Penalty: 2631.069336
	Iteration 40F: 3 clusters Score -166874.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -166877.484375 Penalty: 2631.069336
	Iteration 41Q: 3 clusters Score -166877.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -166881.406250 Penalty: 2631.069336
	Iteration 42Q: 3 clusters Score -166881.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -166882.234375 Penalty: 2631.069336
	Iteration 43Q: 3 clusters Score -166882.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -166883.000000 Penalty: 2631.069336
	Iteration 44Q: 3 clusters Score -166883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -166883.281250 Penalty: 2631.069336
	Iteration 45Q: 3 clusters Score -166883.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -166883.593750 Penalty: 2631.069336
	Iteration 46Q: 3 clusters Score -166883.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -166884.781250 Penalty: 2631.069336
	Iteration 47Q: 3 clusters Score -166884.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -166885.531250 Penalty: 2631.069336
	Iteration 48Q: 3 clusters Score -166885.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -166885.671875 Penalty: 2631.069336
	Iteration 49Q: 3 clusters Score -166885.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -166885.671875 Penalty: 2631.069336
	Iteration 50F: 3 clusters Score -166885.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Entering Unmasked Estep 
Score: -489310.781250 Penalty: 1478.435913
	Iteration 0F: 2 clusters Score -489310.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -482803.312500 Penalty: 2956.871826
	Iteration 0F: 3 clusters Score -482803.3 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -484839.250000 Penalty: 2956.871826
	Iteration 1F: 3 clusters Score -484839.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -485056.687500 Penalty: 2956.871826
	Iteration 2F: 3 clusters Score -485056.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -485207.250000 Penalty: 2956.871826
	Iteration 3Q: 3 clusters Score -485207.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -485331.562500 Penalty: 2956.871826
	Iteration 4Q: 3 clusters Score -485331.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -485419.968750 Penalty: 2956.871826
	Iteration 5Q: 3 clusters Score -485420 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -485502.562500 Penalty: 2956.871826
	Iteration 6Q: 3 clusters Score -485502.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -485582.156250 Penalty: 2956.871826
	Iteration 7Q: 3 clusters Score -485582.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -485657.031250 Penalty: 2956.871826
	Iteration 8Q: 3 clusters Score -485657 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -485734.343750 Penalty: 2956.871826
	Iteration 9Q: 3 clusters Score -485734.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -485819.937500 Penalty: 2956.871826
	Iteration 10Q: 3 clusters Score -485819.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -485921.750000 Penalty: 2956.871826
	Iteration 11Q: 3 clusters Score -485921.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -486025.031250 Penalty: 2956.871826
	Iteration 12Q: 3 clusters Score -486025 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -486141.812500 Penalty: 2956.871826
	Iteration 13Q: 3 clusters Score -486141.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -486294.093750 Penalty: 2956.871826
	Iteration 14Q: 3 clusters Score -486294.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -486453.250000 Penalty: 2956.871826
	Iteration 15Q: 3 clusters Score -486453.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -486611.281250 Penalty: 2956.871826
	Iteration 16Q: 3 clusters Score -486611.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -486771.187500 Penalty: 2956.871826
	Iteration 17Q: 3 clusters Score -486771.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -486930.250000 Penalty: 2956.871826
	Iteration 18Q: 3 clusters Score -486930.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -487075.218750 Penalty: 2956.871826
	Iteration 19Q: 3 clusters Score -487075.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -487218.437500 Penalty: 2956.871826
	Iteration 20F: 3 clusters Score -487218.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -487353.843750 Penalty: 2956.871826
	Iteration 21Q: 3 clusters Score -487353.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -487448.968750 Penalty: 2956.871826
	Iteration 22Q: 3 clusters Score -487449 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -487527.312500 Penalty: 2956.871826
	Iteration 23Q: 3 clusters Score -487527.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -487585.375000 Penalty: 2956.871826
	Iteration 24Q: 3 clusters Score -487585.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -487626.187500 Penalty: 2956.871826
	Iteration 25Q: 3 clusters Score -487626.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -487656.500000 Penalty: 2956.871826
	Iteration 26Q: 3 clusters Score -487656.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -487681.937500 Penalty: 2956.871826
	Iteration 27Q: 3 clusters Score -487681.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -487713.718750 Penalty: 2956.871826
	Iteration 28Q: 3 clusters Score -487713.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -487742.875000 Penalty: 2956.871826
	Iteration 29Q: 3 clusters Score -487742.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -487777.281250 Penalty: 2956.871826
	Iteration 30Q: 3 clusters Score -487777.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -487805.281250 Penalty: 2956.871826
	Iteration 31Q: 3 clusters Score -487805.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -487833.562500 Penalty: 2956.871826
	Iteration 32Q: 3 clusters Score -487833.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -487861.312500 Penalty: 2956.871826
	Iteration 33Q: 3 clusters Score -487861.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -487883.156250 Penalty: 2956.871826
	Iteration 34Q: 3 clusters Score -487883.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -487902.000000 Penalty: 2956.871826
	Iteration 35Q: 3 clusters Score -487902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -487919.031250 Penalty: 2956.871826
	Iteration 36Q: 3 clusters Score -487919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -487933.625000 Penalty: 2956.871826
	Iteration 37Q: 3 clusters Score -487933.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -487940.500000 Penalty: 2956.871826
	Iteration 38Q: 3 clusters Score -487940.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -487949.343750 Penalty: 2956.871826
	Iteration 39Q: 3 clusters Score -487949.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -487955.312500 Penalty: 2956.871826
	Iteration 40F: 3 clusters Score -487955.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -487961.843750 Penalty: 2956.871826
	Iteration 41Q: 3 clusters Score -487961.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -487965.500000 Penalty: 2956.871826
	Iteration 42Q: 3 clusters Score -487965.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -487968.531250 Penalty: 2956.871826
	Iteration 43Q: 3 clusters Score -487968.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -487972.125000 Penalty: 2956.871826
	Iteration 44Q: 3 clusters Score -487972.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -487973.906250 Penalty: 2956.871826
	Iteration 45Q: 3 clusters Score -487973.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -487976.187500 Penalty: 2956.871826
	Iteration 46Q: 3 clusters Score -487976.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -487977.625000 Penalty: 2956.871826
	Iteration 47Q: 3 clusters Score -487977.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -487979.093750 Penalty: 2956.871826
	Iteration 48Q: 3 clusters Score -487979.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -487979.968750 Penalty: 2956.871826
	Iteration 49Q: 3 clusters Score -487980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -487980.625000 Penalty: 2956.871826
	Iteration 50Q: 3 clusters Score -487980.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -487982.937500 Penalty: 2956.871826
	Iteration 51Q: 3 clusters Score -487982.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -487984.250000 Penalty: 2956.871826
	Iteration 52Q: 3 clusters Score -487984.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -487986.562500 Penalty: 2956.871826
	Iteration 53Q: 3 clusters Score -487986.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -487987.031250 Penalty: 2956.871826
	Iteration 54Q: 3 clusters Score -487987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -487988.375000 Penalty: 2956.871826
	Iteration 55Q: 3 clusters Score -487988.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -487988.375000 Penalty: 2956.871826
	Iteration 56F: 3 clusters Score -487988.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Entering Unmasked Estep 
Score: -438074.781250 Penalty: 1461.007446
	Iteration 0F: 2 clusters Score -438074.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -432079.250000 Penalty: 2922.014893
	Iteration 0F: 3 clusters Score -432079.2 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -434178.125000 Penalty: 2922.014893
	Iteration 1F: 3 clusters Score -434178.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -434469.687500 Penalty: 2922.014893
	Iteration 2F: 3 clusters Score -434469.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -434723.250000 Penalty: 2922.014893
	Iteration 3F: 3 clusters Score -434723.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -434991.093750 Penalty: 2922.014893
	Iteration 4F: 3 clusters Score -434991.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -435259.125000 Penalty: 2922.014893
	Iteration 5F: 3 clusters Score -435259.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -435508.468750 Penalty: 2922.014893
	Iteration 6Q: 3 clusters Score -435508.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -435746.656250 Penalty: 2922.014893
	Iteration 7Q: 3 clusters Score -435746.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -435942.500000 Penalty: 2922.014893
	Iteration 8Q: 3 clusters Score -435942.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -436089.750000 Penalty: 2922.014893
	Iteration 9Q: 3 clusters Score -436089.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -436201.187500 Penalty: 2922.014893
	Iteration 10Q: 3 clusters Score -436201.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -436289.406250 Penalty: 2922.014893
	Iteration 11Q: 3 clusters Score -436289.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -436351.625000 Penalty: 2922.014893
	Iteration 12Q: 3 clusters Score -436351.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -436400.031250 Penalty: 2922.014893
	Iteration 13Q: 3 clusters Score -436400 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -436446.812500 Penalty: 2922.014893
	Iteration 14Q: 3 clusters Score -436446.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -436489.312500 Penalty: 2922.014893
	Iteration 15Q: 3 clusters Score -436489.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -436527.843750 Penalty: 2922.014893
	Iteration 16Q: 3 clusters Score -436527.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -436553.281250 Penalty: 2922.014893
	Iteration 17Q: 3 clusters Score -436553.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -436572.125000 Penalty: 2922.014893
	Iteration 18Q: 3 clusters Score -436572.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -436584.406250 Penalty: 2922.014893
	Iteration 19Q: 3 clusters Score -436584.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -436591.625000 Penalty: 2922.014893
	Iteration 20F: 3 clusters Score -436591.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -436594.000000 Penalty: 2922.014893
	Iteration 21Q: 3 clusters Score -436594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -436595.531250 Penalty: 2922.014893
	Iteration 22Q: 3 clusters Score -436595.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -436594.468750 Penalty: 2922.014893
	Iteration 23Q: 3 clusters Score -436594.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -436596.031250 Penalty: 2922.014893
	Iteration 24Q: 3 clusters Score -436596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -436596.500000 Penalty: 2922.014893
	Iteration 25Q: 3 clusters Score -436596.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -436596.500000 Penalty: 2922.014893
	Iteration 26F: 3 clusters Score -436596.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (196708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196708 members 
Entering Unmasked Estep 
Score: -10633136.000000 Penalty: 1980.789795
	Iteration 0F: 2 clusters Score -1.063314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98445 members 
Mstep: Class 2 contains 98263 members 
Entering Unmasked Estep 
Score: -10500819.000000 Penalty: 3961.579590
	Iteration 0F: 3 clusters Score -1.050082e+07 nChanged 95365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97880 members 
Mstep: Class 2 contains 98828 members 
Entering Unmasked Estep 
Score: -10557065.000000 Penalty: 3961.579590
	Iteration 1F: 3 clusters Score -1.055706e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97429 members 
Mstep: Class 2 contains 99279 members 
Entering Unmasked Estep 
Score: -10558480.000000 Penalty: 3961.579590
	Iteration 2Q: 3 clusters Score -1.055848e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96675 members 
Mstep: Class 2 contains 100033 members 
Entering Unmasked Estep 
Score: -10560266.000000 Penalty: 3961.579590
	Iteration 3Q: 3 clusters Score -1.056027e+07 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95586 members 
Mstep: Class 2 contains 101122 members 
Entering Unmasked Estep 
Score: -10562813.000000 Penalty: 3961.579590
	Iteration 4Q: 3 clusters Score -1.056281e+07 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94110 members 
Mstep: Class 2 contains 102598 members 
Entering Unmasked Estep 
Score: -10566329.000000 Penalty: 3961.579590
	Iteration 5Q: 3 clusters Score -1.056633e+07 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92175 members 
Mstep: Class 2 contains 104533 members 
Entering Unmasked Estep 
Score: -10571180.000000 Penalty: 3961.579590
	Iteration 6F: 3 clusters Score -1.057118e+07 nChanged 11143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89752 members 
Mstep: Class 2 contains 106956 members 
Entering Unmasked Estep 
Score: -10577062.000000 Penalty: 3961.579590
	Iteration 7F: 3 clusters Score -1.057706e+07 nChanged 11499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86859 members 
Mstep: Class 2 contains 109849 members 
Entering Unmasked Estep 
Score: -10583033.000000 Penalty: 3961.579590
	Iteration 8F: 3 clusters Score -1.058303e+07 nChanged 10873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83650 members 
Mstep: Class 2 contains 113058 members 
Entering Unmasked Estep 
Score: -10589111.000000 Penalty: 3961.579590
	Iteration 9F: 3 clusters Score -1.058911e+07 nChanged 9921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79881 members 
Mstep: Class 2 contains 116827 members 
Entering Unmasked Estep 
Score: -10595180.000000 Penalty: 3961.579590
	Iteration 10F: 3 clusters Score -1.059518e+07 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75875 members 
Mstep: Class 2 contains 120833 members 
Entering Unmasked Estep 
Score: -10601254.000000 Penalty: 3961.579590
	Iteration 11Q: 3 clusters Score -1.060125e+07 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71857 members 
Mstep: Class 2 contains 124851 members 
Entering Unmasked Estep 
Score: -10606210.000000 Penalty: 3961.579590
	Iteration 12Q: 3 clusters Score -1.060621e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67818 members 
Mstep: Class 2 contains 128890 members 
Entering Unmasked Estep 
Score: -10609460.000000 Penalty: 3961.579590
	Iteration 13Q: 3 clusters Score -1.060946e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63681 members 
Mstep: Class 2 contains 133027 members 
Entering Unmasked Estep 
Score: -10611617.000000 Penalty: 3961.579590
	Iteration 14Q: 3 clusters Score -1.061162e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59719 members 
Mstep: Class 2 contains 136989 members 
Entering Unmasked Estep 
Score: -10613477.000000 Penalty: 3961.579590
	Iteration 15Q: 3 clusters Score -1.061348e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55950 members 
Mstep: Class 2 contains 140758 members 
Entering Unmasked Estep 
Score: -10615004.000000 Penalty: 3961.579590
	Iteration 16Q: 3 clusters Score -1.0615e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 144297 members 
Entering Unmasked Estep 
Score: -10616263.000000 Penalty: 3961.579590
	Iteration 17Q: 3 clusters Score -1.061626e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 147593 members 
Entering Unmasked Estep 
Score: -10617433.000000 Penalty: 3961.579590
	Iteration 18Q: 3 clusters Score -1.061743e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 150659 members 
Entering Unmasked Estep 
Score: -10618476.000000 Penalty: 3961.579590
	Iteration 19Q: 3 clusters Score -1.061848e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 153542 members 
Entering Unmasked Estep 
Score: -10619425.000000 Penalty: 3961.579590
	Iteration 20F: 3 clusters Score -1.061942e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 156171 members 
Entering Unmasked Estep 
Score: -10620248.000000 Penalty: 3961.579590
	Iteration 21Q: 3 clusters Score -1.062025e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 158612 members 
Entering Unmasked Estep 
Score: -10620986.000000 Penalty: 3961.579590
	Iteration 22Q: 3 clusters Score -1.062099e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 160907 members 
Entering Unmasked Estep 
Score: -10621711.000000 Penalty: 3961.579590
	Iteration 23Q: 3 clusters Score -1.062171e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 163052 members 
Entering Unmasked Estep 
Score: -10622271.000000 Penalty: 3961.579590
	Iteration 24Q: 3 clusters Score -1.062227e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 165084 members 
Entering Unmasked Estep 
Score: -10622923.000000 Penalty: 3961.579590
	Iteration 25Q: 3 clusters Score -1.062292e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 167018 members 
Entering Unmasked Estep 
Score: -10623527.000000 Penalty: 3961.579590
	Iteration 26Q: 3 clusters Score -1.062353e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 168823 members 
Entering Unmasked Estep 
Score: -10624130.000000 Penalty: 3961.579590
	Iteration 27Q: 3 clusters Score -1.062413e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 170538 members 
Entering Unmasked Estep 
Score: -10624576.000000 Penalty: 3961.579590
	Iteration 28Q: 3 clusters Score -1.062458e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 172152 members 
Entering Unmasked Estep 
Score: -10625127.000000 Penalty: 3961.579590
	Iteration 29Q: 3 clusters Score -1.062513e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 173715 members 
Entering Unmasked Estep 
Score: -10625878.000000 Penalty: 3961.579590
	Iteration 30Q: 3 clusters Score -1.062588e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 175150 members 
Entering Unmasked Estep 
Score: -10626543.000000 Penalty: 3961.579590
	Iteration 31Q: 3 clusters Score -1.062654e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 176499 members 
Entering Unmasked Estep 
Score: -10627207.000000 Penalty: 3961.579590
	Iteration 32Q: 3 clusters Score -1.062721e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 177759 members 
Entering Unmasked Estep 
Score: -10627849.000000 Penalty: 3961.579590
	Iteration 33Q: 3 clusters Score -1.062785e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 178790 members 
Entering Unmasked Estep 
Score: -10628434.000000 Penalty: 3961.579590
	Iteration 34Q: 3 clusters Score -1.062843e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 179669 members 
Entering Unmasked Estep 
Score: -10628850.000000 Penalty: 3961.579590
	Iteration 35Q: 3 clusters Score -1.062885e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 180373 members 
Entering Unmasked Estep 
Score: -10629159.000000 Penalty: 3961.579590
	Iteration 36Q: 3 clusters Score -1.062916e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 180964 members 
Entering Unmasked Estep 
Score: -10629357.000000 Penalty: 3961.579590
	Iteration 37Q: 3 clusters Score -1.062936e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 181458 members 
Entering Unmasked Estep 
Score: -10629495.000000 Penalty: 3961.579590
	Iteration 38Q: 3 clusters Score -1.06295e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 181890 members 
Entering Unmasked Estep 
Score: -10629579.000000 Penalty: 3961.579590
	Iteration 39Q: 3 clusters Score -1.062958e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 182273 members 
Entering Unmasked Estep 
Score: -10629723.000000 Penalty: 3961.579590
	Iteration 40F: 3 clusters Score -1.062972e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 182642 members 
Entering Unmasked Estep 
Score: -10629813.000000 Penalty: 3961.579590
	Iteration 41Q: 3 clusters Score -1.062981e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 182946 members 
Entering Unmasked Estep 
Score: -10629849.000000 Penalty: 3961.579590
	Iteration 42Q: 3 clusters Score -1.062985e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 183266 members 
Entering Unmasked Estep 
Score: -10629891.000000 Penalty: 3961.579590
	Iteration 43Q: 3 clusters Score -1.062989e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 183533 members 
Entering Unmasked Estep 
Score: -10629948.000000 Penalty: 3961.579590
	Iteration 44Q: 3 clusters Score -1.062995e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 183764 members 
Entering Unmasked Estep 
Score: -10629983.000000 Penalty: 3961.579590
	Iteration 45Q: 3 clusters Score -1.062998e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 183988 members 
Entering Unmasked Estep 
Score: -10630018.000000 Penalty: 3961.579590
	Iteration 46Q: 3 clusters Score -1.063002e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 184210 members 
Entering Unmasked Estep 
Score: -10630019.000000 Penalty: 3961.579590
	Iteration 47Q: 3 clusters Score -1.063002e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 184424 members 
Entering Unmasked Estep 
Score: -10630076.000000 Penalty: 3961.579590
	Iteration 48Q: 3 clusters Score -1.063008e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 184642 members 
Entering Unmasked Estep 
Score: -10630119.000000 Penalty: 3961.579590
	Iteration 49Q: 3 clusters Score -1.063012e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 184863 members 
Entering Unmasked Estep 
Score: -10630145.000000 Penalty: 3961.579590
	Iteration 50Q: 3 clusters Score -1.063014e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 185080 members 
Entering Unmasked Estep 
Score: -10630184.000000 Penalty: 3961.579590
	Iteration 51Q: 3 clusters Score -1.063018e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 185292 members 
Entering Unmasked Estep 
Score: -10630197.000000 Penalty: 3961.579590
	Iteration 52Q: 3 clusters Score -1.06302e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 185493 members 
Entering Unmasked Estep 
Score: -10630225.000000 Penalty: 3961.579590
	Iteration 53Q: 3 clusters Score -1.063022e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 185674 members 
Entering Unmasked Estep 
Score: -10630226.000000 Penalty: 3961.579590
	Iteration 54Q: 3 clusters Score -1.063023e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 185831 members 
Entering Unmasked Estep 
Score: -10630251.000000 Penalty: 3961.579590
	Iteration 55Q: 3 clusters Score -1.063025e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 185985 members 
Entering Unmasked Estep 
Score: -10630228.000000 Penalty: 3961.579590
	Iteration 56Q: 3 clusters Score -1.063023e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 186126 members 
Entering Unmasked Estep 
Score: -10630253.000000 Penalty: 3961.579590
	Iteration 57Q: 3 clusters Score -1.063025e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 186281 members 
Entering Unmasked Estep 
Score: -10630268.000000 Penalty: 3961.579590
	Iteration 58Q: 3 clusters Score -1.063027e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 186411 members 
Entering Unmasked Estep 
Score: -10630312.000000 Penalty: 3961.579590
	Iteration 59Q: 3 clusters Score -1.063031e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 186552 members 
Entering Unmasked Estep 
Score: -10630308.000000 Penalty: 3961.579590
	Iteration 60F: 3 clusters Score -1.063031e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 186708 members 
Entering Unmasked Estep 
Score: -10630318.000000 Penalty: 3961.579590
	Iteration 61Q: 3 clusters Score -1.063032e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 186843 members 
Entering Unmasked Estep 
Score: -10630317.000000 Penalty: 3961.579590
	Iteration 62Q: 3 clusters Score -1.063032e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 186983 members 
Entering Unmasked Estep 
Score: -10630369.000000 Penalty: 3961.579590
	Iteration 63Q: 3 clusters Score -1.063037e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 187137 members 
Entering Unmasked Estep 
Score: -10630409.000000 Penalty: 3961.579590
	Iteration 64Q: 3 clusters Score -1.063041e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 187313 members 
Entering Unmasked Estep 
Score: -10630392.000000 Penalty: 3961.579590
	Iteration 65Q: 3 clusters Score -1.063039e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 187484 members 
Entering Unmasked Estep 
Score: -10630420.000000 Penalty: 3961.579590
	Iteration 66Q: 3 clusters Score -1.063042e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 187641 members 
Entering Unmasked Estep 
Score: -10630453.000000 Penalty: 3961.579590
	Iteration 67Q: 3 clusters Score -1.063045e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 187803 members 
Entering Unmasked Estep 
Score: -10630443.000000 Penalty: 3961.579590
	Iteration 68Q: 3 clusters Score -1.063044e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 187962 members 
Entering Unmasked Estep 
Score: -10630462.000000 Penalty: 3961.579590
	Iteration 69Q: 3 clusters Score -1.063046e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 188138 members 
Entering Unmasked Estep 
Score: -10630503.000000 Penalty: 3961.579590
	Iteration 70Q: 3 clusters Score -1.06305e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 188310 members 
Entering Unmasked Estep 
Score: -10630505.000000 Penalty: 3961.579590
	Iteration 71Q: 3 clusters Score -1.06305e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 188487 members 
Entering Unmasked Estep 
Score: -10630575.000000 Penalty: 3961.579590
	Iteration 72Q: 3 clusters Score -1.063058e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 188677 members 
Entering Unmasked Estep 
Score: -10630596.000000 Penalty: 3961.579590
	Iteration 73Q: 3 clusters Score -1.06306e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 188880 members 
Entering Unmasked Estep 
Score: -10630608.000000 Penalty: 3961.579590
	Iteration 74Q: 3 clusters Score -1.063061e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 189085 members 
Entering Unmasked Estep 
Score: -10630630.000000 Penalty: 3961.579590
	Iteration 75Q: 3 clusters Score -1.063063e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 189268 members 
Entering Unmasked Estep 
Score: -10630663.000000 Penalty: 3961.579590
	Iteration 76Q: 3 clusters Score -1.063066e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 189443 members 
Entering Unmasked Estep 
Score: -10630701.000000 Penalty: 3961.579590
	Iteration 77Q: 3 clusters Score -1.06307e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 189615 members 
Entering Unmasked Estep 
Score: -10630736.000000 Penalty: 3961.579590
	Iteration 78Q: 3 clusters Score -1.063074e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 189792 members 
Entering Unmasked Estep 
Score: -10630786.000000 Penalty: 3961.579590
	Iteration 79Q: 3 clusters Score -1.063079e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 189968 members 
Entering Unmasked Estep 
Score: -10630820.000000 Penalty: 3961.579590
	Iteration 80F: 3 clusters Score -1.063082e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 190124 members 
Entering Unmasked Estep 
Score: -10630826.000000 Penalty: 3961.579590
	Iteration 81Q: 3 clusters Score -1.063083e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 190282 members 
Entering Unmasked Estep 
Score: -10630839.000000 Penalty: 3961.579590
	Iteration 82Q: 3 clusters Score -1.063084e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 190457 members 
Entering Unmasked Estep 
Score: -10630881.000000 Penalty: 3961.579590
	Iteration 83Q: 3 clusters Score -1.063088e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 190605 members 
Entering Unmasked Estep 
Score: -10630904.000000 Penalty: 3961.579590
	Iteration 84Q: 3 clusters Score -1.06309e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 190746 members 
Entering Unmasked Estep 
Score: -10630938.000000 Penalty: 3961.579590
	Iteration 85Q: 3 clusters Score -1.063094e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 190878 members 
Entering Unmasked Estep 
Score: -10630972.000000 Penalty: 3961.579590
	Iteration 86Q: 3 clusters Score -1.063097e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 191013 members 
Entering Unmasked Estep 
Score: -10631001.000000 Penalty: 3961.579590
	Iteration 87Q: 3 clusters Score -1.0631e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 191157 members 
Entering Unmasked Estep 
Score: -10631028.000000 Penalty: 3961.579590
	Iteration 88Q: 3 clusters Score -1.063103e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 191301 members 
Entering Unmasked Estep 
Score: -10631055.000000 Penalty: 3961.579590
	Iteration 89Q: 3 clusters Score -1.063106e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 191448 members 
Entering Unmasked Estep 
Score: -10631080.000000 Penalty: 3961.579590
	Iteration 90Q: 3 clusters Score -1.063108e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 191579 members 
Entering Unmasked Estep 
Score: -10631096.000000 Penalty: 3961.579590
	Iteration 91Q: 3 clusters Score -1.06311e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 191730 members 
Entering Unmasked Estep 
Score: -10631066.000000 Penalty: 3961.579590
	Iteration 92Q: 3 clusters Score -1.063107e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 191872 members 
Entering Unmasked Estep 
Score: -10631100.000000 Penalty: 3961.579590
	Iteration 93Q: 3 clusters Score -1.06311e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 192009 members 
Entering Unmasked Estep 
Score: -10631113.000000 Penalty: 3961.579590
	Iteration 94Q: 3 clusters Score -1.063111e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 192160 members 
Entering Unmasked Estep 
Score: -10631128.000000 Penalty: 3961.579590
	Iteration 95Q: 3 clusters Score -1.063113e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 192302 members 
Entering Unmasked Estep 
Score: -10631160.000000 Penalty: 3961.579590
	Iteration 96Q: 3 clusters Score -1.063116e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 192466 members 
Entering Unmasked Estep 
Score: -10631185.000000 Penalty: 3961.579590
	Iteration 97Q: 3 clusters Score -1.063118e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 192628 members 
Entering Unmasked Estep 
Score: -10631222.000000 Penalty: 3961.579590
	Iteration 98Q: 3 clusters Score -1.063122e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 192775 members 
Entering Unmasked Estep 
Score: -10631266.000000 Penalty: 3961.579590
	Iteration 99Q: 3 clusters Score -1.063127e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 192909 members 
Entering Unmasked Estep 
Score: -10631299.000000 Penalty: 3961.579590
	Iteration 100F: 3 clusters Score -1.06313e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 193024 members 
Entering Unmasked Estep 
Score: -10631347.000000 Penalty: 3961.579590
	Iteration 101Q: 3 clusters Score -1.063135e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 193116 members 
Entering Unmasked Estep 
Score: -10631368.000000 Penalty: 3961.579590
	Iteration 102Q: 3 clusters Score -1.063137e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 193197 members 
Entering Unmasked Estep 
Score: -10631413.000000 Penalty: 3961.579590
	Iteration 103Q: 3 clusters Score -1.063141e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 193264 members 
Entering Unmasked Estep 
Score: -10631425.000000 Penalty: 3961.579590
	Iteration 104Q: 3 clusters Score -1.063142e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 193330 members 
Entering Unmasked Estep 
Score: -10631441.000000 Penalty: 3961.579590
	Iteration 105Q: 3 clusters Score -1.063144e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 193400 members 
Entering Unmasked Estep 
Score: -10631456.000000 Penalty: 3961.579590
	Iteration 106Q: 3 clusters Score -1.063146e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 193484 members 
Entering Unmasked Estep 
Score: -10631474.000000 Penalty: 3961.579590
	Iteration 107Q: 3 clusters Score -1.063147e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 193558 members 
Entering Unmasked Estep 
Score: -10631478.000000 Penalty: 3961.579590
	Iteration 108Q: 3 clusters Score -1.063148e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 193636 members 
Entering Unmasked Estep 
Score: -10631497.000000 Penalty: 3961.579590
	Iteration 109Q: 3 clusters Score -1.06315e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 193699 members 
Entering Unmasked Estep 
Score: -10631486.000000 Penalty: 3961.579590
	Iteration 110Q: 3 clusters Score -1.063149e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 193763 members 
Entering Unmasked Estep 
Score: -10631495.000000 Penalty: 3961.579590
	Iteration 111Q: 3 clusters Score -1.06315e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 193825 members 
Entering Unmasked Estep 
Score: -10631529.000000 Penalty: 3961.579590
	Iteration 112Q: 3 clusters Score -1.063153e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 193897 members 
Entering Unmasked Estep 
Score: -10631529.000000 Penalty: 3961.579590
	Iteration 113Q: 3 clusters Score -1.063153e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 193963 members 
Entering Unmasked Estep 
Score: -10631517.000000 Penalty: 3961.579590
	Iteration 114Q: 3 clusters Score -1.063152e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 194025 members 
Entering Unmasked Estep 
Score: -10631508.000000 Penalty: 3961.579590
	Iteration 115Q: 3 clusters Score -1.063151e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 194090 members 
Entering Unmasked Estep 
Score: -10631531.000000 Penalty: 3961.579590
	Iteration 116Q: 3 clusters Score -1.063153e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 194152 members 
Entering Unmasked Estep 
Score: -10631549.000000 Penalty: 3961.579590
	Iteration 117Q: 3 clusters Score -1.063155e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 194198 members 
Entering Unmasked Estep 
Score: -10631541.000000 Penalty: 3961.579590
	Iteration 118Q: 3 clusters Score -1.063154e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 194224 members 
Entering Unmasked Estep 
Score: -10631542.000000 Penalty: 3961.579590
	Iteration 119Q: 3 clusters Score -1.063154e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 194256 members 
Entering Unmasked Estep 
Score: -10631550.000000 Penalty: 3961.579590
	Iteration 120F: 3 clusters Score -1.063155e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 194288 members 
Entering Unmasked Estep 
Score: -10631534.000000 Penalty: 3961.579590
	Iteration 121Q: 3 clusters Score -1.063153e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 194325 members 
Entering Unmasked Estep 
Score: -10631546.000000 Penalty: 3961.579590
	Iteration 122Q: 3 clusters Score -1.063155e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 194369 members 
Entering Unmasked Estep 
Score: -10631571.000000 Penalty: 3961.579590
	Iteration 123Q: 3 clusters Score -1.063157e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 194411 members 
Entering Unmasked Estep 
Score: -10631575.000000 Penalty: 3961.579590
	Iteration 124Q: 3 clusters Score -1.063158e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 194452 members 
Entering Unmasked Estep 
Score: -10631594.000000 Penalty: 3961.579590
	Iteration 125Q: 3 clusters Score -1.063159e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 194492 members 
Entering Unmasked Estep 
Score: -10631608.000000 Penalty: 3961.579590
	Iteration 126Q: 3 clusters Score -1.063161e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 194523 members 
Entering Unmasked Estep 
Score: -10631599.000000 Penalty: 3961.579590
	Iteration 127Q: 3 clusters Score -1.06316e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 194548 members 
Entering Unmasked Estep 
Score: -10631611.000000 Penalty: 3961.579590
	Iteration 128Q: 3 clusters Score -1.063161e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 194577 members 
Entering Unmasked Estep 
Score: -10631619.000000 Penalty: 3961.579590
	Iteration 129Q: 3 clusters Score -1.063162e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 194599 members 
Entering Unmasked Estep 
Score: -10631618.000000 Penalty: 3961.579590
	Iteration 130Q: 3 clusters Score -1.063162e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 194618 members 
Entering Unmasked Estep 
Score: -10631605.000000 Penalty: 3961.579590
	Iteration 131Q: 3 clusters Score -1.06316e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 194643 members 
Entering Unmasked Estep 
Score: -10631632.000000 Penalty: 3961.579590
	Iteration 132Q: 3 clusters Score -1.063163e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 194670 members 
Entering Unmasked Estep 
Score: -10631638.000000 Penalty: 3961.579590
	Iteration 133Q: 3 clusters Score -1.063164e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 194700 members 
Entering Unmasked Estep 
Score: -10631646.000000 Penalty: 3961.579590
	Iteration 134Q: 3 clusters Score -1.063165e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 194727 members 
Entering Unmasked Estep 
Score: -10631649.000000 Penalty: 3961.579590
	Iteration 135Q: 3 clusters Score -1.063165e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 194744 members 
Entering Unmasked Estep 
Score: -10631646.000000 Penalty: 3961.579590
	Iteration 136Q: 3 clusters Score -1.063165e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 194755 members 
Entering Unmasked Estep 
Score: -10631658.000000 Penalty: 3961.579590
	Iteration 137Q: 3 clusters Score -1.063166e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 194766 members 
Entering Unmasked Estep 
Score: -10631652.000000 Penalty: 3961.579590
	Iteration 138Q: 3 clusters Score -1.063165e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 194773 members 
Entering Unmasked Estep 
Score: -10631656.000000 Penalty: 3961.579590
	Iteration 139Q: 3 clusters Score -1.063166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 194779 members 
Entering Unmasked Estep 
Score: -10631658.000000 Penalty: 3961.579590
	Iteration 140F: 3 clusters Score -1.063166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 194787 members 
Entering Unmasked Estep 
Score: -10631670.000000 Penalty: 3961.579590
	Iteration 141Q: 3 clusters Score -1.063167e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 194801 members 
Entering Unmasked Estep 
Score: -10631674.000000 Penalty: 3961.579590
	Iteration 142Q: 3 clusters Score -1.063167e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 194813 members 
Entering Unmasked Estep 
Score: -10631670.000000 Penalty: 3961.579590
	Iteration 143Q: 3 clusters Score -1.063167e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 194823 members 
Entering Unmasked Estep 
Score: -10631656.000000 Penalty: 3961.579590
	Iteration 144Q: 3 clusters Score -1.063166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 194827 members 
Entering Unmasked Estep 
Score: -10631670.000000 Penalty: 3961.579590
	Iteration 145Q: 3 clusters Score -1.063167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 194832 members 
Entering Unmasked Estep 
Score: -10631666.000000 Penalty: 3961.579590
	Iteration 146Q: 3 clusters Score -1.063167e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 194836 members 
Entering Unmasked Estep 
Score: -10631680.000000 Penalty: 3961.579590
	Iteration 147Q: 3 clusters Score -1.063168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 194841 members 
Entering Unmasked Estep 
Score: -10631682.000000 Penalty: 3961.579590
	Iteration 148Q: 3 clusters Score -1.063168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 194840 members 
Entering Unmasked Estep 
Score: -10631678.000000 Penalty: 3961.579590
	Iteration 149Q: 3 clusters Score -1.063168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 194843 members 
Entering Unmasked Estep 
Score: -10631675.000000 Penalty: 3961.579590
	Iteration 150Q: 3 clusters Score -1.063168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 194845 members 
Entering Unmasked Estep 
Score: -10631674.000000 Penalty: 3961.579590
	Iteration 151Q: 3 clusters Score -1.063167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 194846 members 
Entering Unmasked Estep 
Score: -10631673.000000 Penalty: 3961.579590
	Iteration 152Q: 3 clusters Score -1.063167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 194849 members 
Entering Unmasked Estep 
Score: -10631678.000000 Penalty: 3961.579590
	Iteration 153Q: 3 clusters Score -1.063168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 194851 members 
Entering Unmasked Estep 
Score: -10631678.000000 Penalty: 3961.579590
	Iteration 154Q: 3 clusters Score -1.063168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 194853 members 
Entering Unmasked Estep 
Score: -10631678.000000 Penalty: 3961.579590
	Iteration 155Q: 3 clusters Score -1.063168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 194853 members 
Entering Unmasked Estep 
Score: -10631675.000000 Penalty: 3961.579590
	Iteration 156Q: 3 clusters Score -1.063168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 194853 members 
Entering Unmasked Estep 
Score: -10631673.000000 Penalty: 3961.579590
	Iteration 157Q: 3 clusters Score -1.063167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 194854 members 
Entering Unmasked Estep 
Score: -10631676.000000 Penalty: 3961.579590
	Iteration 158Q: 3 clusters Score -1.063168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 194854 members 
Entering Unmasked Estep 
Score: -10631676.000000 Penalty: 3961.579590
	Iteration 159F: 3 clusters Score -1.063168e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Entering Unmasked Estep 
Score: -73016.617188 Penalty: 1210.354248
	Iteration 0F: 2 clusters Score -73016.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -71151.867188 Penalty: 2420.708496
	Iteration 0F: 3 clusters Score -71151.87 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -71676.000000 Penalty: 2420.708496
	Iteration 1F: 3 clusters Score -71676 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -71913.453125 Penalty: 2420.708496
	Iteration 2F: 3 clusters Score -71913.45 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -72143.226562 Penalty: 2420.708496
	Iteration 3F: 3 clusters Score -72143.23 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -72318.695312 Penalty: 2420.708496
	Iteration 4F: 3 clusters Score -72318.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -72426.625000 Penalty: 2420.708496
	Iteration 5Q: 3 clusters Score -72426.62 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -72526.796875 Penalty: 2420.708496
	Iteration 6Q: 3 clusters Score -72526.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -72563.859375 Penalty: 2420.708496
	Iteration 7Q: 3 clusters Score -72563.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -72585.960938 Penalty: 2420.708496
	Iteration 8Q: 3 clusters Score -72585.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -72605.695312 Penalty: 2420.708496
	Iteration 9Q: 3 clusters Score -72605.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -72616.375000 Penalty: 2420.708496
	Iteration 10Q: 3 clusters Score -72616.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -72624.570312 Penalty: 2420.708496
	Iteration 11Q: 3 clusters Score -72624.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -72632.546875 Penalty: 2420.708496
	Iteration 12Q: 3 clusters Score -72632.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -72646.718750 Penalty: 2420.708496
	Iteration 13Q: 3 clusters Score -72646.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -72653.289062 Penalty: 2420.708496
	Iteration 14Q: 3 clusters Score -72653.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -72660.585938 Penalty: 2420.708496
	Iteration 15Q: 3 clusters Score -72660.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -72664.125000 Penalty: 2420.708496
	Iteration 16Q: 3 clusters Score -72664.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -72665.812500 Penalty: 2420.708496
	Iteration 17Q: 3 clusters Score -72665.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -72668.328125 Penalty: 2420.708496
	Iteration 18Q: 3 clusters Score -72668.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -72675.445312 Penalty: 2420.708496
	Iteration 19Q: 3 clusters Score -72675.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -72681.398438 Penalty: 2420.708496
	Iteration 20F: 3 clusters Score -72681.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -72690.156250 Penalty: 2420.708496
	Iteration 21Q: 3 clusters Score -72690.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -72699.585938 Penalty: 2420.708496
	Iteration 22Q: 3 clusters Score -72699.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -72713.203125 Penalty: 2420.708496
	Iteration 23Q: 3 clusters Score -72713.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -72728.179688 Penalty: 2420.708496
	Iteration 24Q: 3 clusters Score -72728.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -72745.093750 Penalty: 2420.708496
	Iteration 25Q: 3 clusters Score -72745.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -72756.656250 Penalty: 2420.708496
	Iteration 26Q: 3 clusters Score -72756.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -72768.945312 Penalty: 2420.708496
	Iteration 27Q: 3 clusters Score -72768.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -72786.093750 Penalty: 2420.708496
	Iteration 28Q: 3 clusters Score -72786.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -72822.648438 Penalty: 2420.708496
	Iteration 29Q: 3 clusters Score -72822.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -72882.093750 Penalty: 2420.708496
	Iteration 30Q: 3 clusters Score -72882.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -72989.601562 Penalty: 2420.708496
	Iteration 31Q: 3 clusters Score -72989.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -73055.500000 Penalty: 2420.708496
	Iteration 32Q: 3 clusters Score -73055.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -73078.171875 Penalty: 2420.708496
	Iteration 33Q: 3 clusters Score -73078.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -73089.937500 Penalty: 2420.708496
	Iteration 34Q: 3 clusters Score -73089.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -73097.890625 Penalty: 2420.708496
	Iteration 35Q: 3 clusters Score -73097.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -73112.007812 Penalty: 2420.708496
	Iteration 36Q: 3 clusters Score -73112.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -73121.304688 Penalty: 2420.708496
	Iteration 37Q: 3 clusters Score -73121.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -73125.515625 Penalty: 2420.708496
	Iteration 38Q: 3 clusters Score -73125.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -73128.085938 Penalty: 2420.708496
	Iteration 39Q: 3 clusters Score -73128.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -73134.023438 Penalty: 2420.708496
	Iteration 40F: 3 clusters Score -73134.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -73138.476562 Penalty: 2420.708496
	Iteration 41Q: 3 clusters Score -73138.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -73138.578125 Penalty: 2420.708496
	Iteration 42Q: 3 clusters Score -73138.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -73138.578125 Penalty: 2420.708496
	Iteration 43F: 3 clusters Score -73138.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 94639 members 
Mstep: Class 3 contains 4951 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6081 members 
Mstep: Class 6 contains 17460 members 
Mstep: Class 7 contains 10035 members 
Mstep: Class 8 contains 60825 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100058 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 14 contains 8698 members 
Mstep: Class 15 contains 8554 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80098 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 8029 members 
Mstep: Class 21 contains 196708 members 
Mstep: Class 22 contains 1063 members 
Mstep: Class 23 contains 20356 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8110 members 
Mstep: Class 26 contains 654 members 
Entering Unmasked Estep 
Score: -35932196.000000 Penalty: 56928.328125
Splitting cluster 22 changes total score from -35932976.000000 to -35932196.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (20356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Entering Unmasked Estep 
Score: -1030652.187500 Penalty: 1612.183838
	Iteration 0F: 2 clusters Score -1030652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1016702.062500 Penalty: 3224.367676
	Iteration 0F: 3 clusters Score -1016702 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1021949.250000 Penalty: 3224.367676
	Iteration 1F: 3 clusters Score -1021949 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1022597.687500 Penalty: 3224.367676
	Iteration 2F: 3 clusters Score -1022598 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1023367.875000 Penalty: 3224.367676
	Iteration 3F: 3 clusters Score -1023368 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1024244.812500 Penalty: 3224.367676
	Iteration 4F: 3 clusters Score -1024245 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1025092.062500 Penalty: 3224.367676
	Iteration 5F: 3 clusters Score -1025092 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1025798.000000 Penalty: 3224.367676
	Iteration 6F: 3 clusters Score -1025798 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1026298.187500 Penalty: 3224.367676
	Iteration 7Q: 3 clusters Score -1026298 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1026640.687500 Penalty: 3224.367676
	Iteration 8Q: 3 clusters Score -1026641 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1026908.937500 Penalty: 3224.367676
	Iteration 9Q: 3 clusters Score -1026909 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1027096.937500 Penalty: 3224.367676
	Iteration 10Q: 3 clusters Score -1027097 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1027247.625000 Penalty: 3224.367676
	Iteration 11Q: 3 clusters Score -1027248 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1027379.312500 Penalty: 3224.367676
	Iteration 12Q: 3 clusters Score -1027379 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1027486.062500 Penalty: 3224.367676
	Iteration 13Q: 3 clusters Score -1027486 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1027577.687500 Penalty: 3224.367676
	Iteration 14Q: 3 clusters Score -1027578 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1027662.625000 Penalty: 3224.367676
	Iteration 15Q: 3 clusters Score -1027663 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1027744.937500 Penalty: 3224.367676
	Iteration 16Q: 3 clusters Score -1027745 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1027811.250000 Penalty: 3224.367676
	Iteration 17Q: 3 clusters Score -1027811 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1027871.625000 Penalty: 3224.367676
	Iteration 18Q: 3 clusters Score -1027872 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1027931.312500 Penalty: 3224.367676
	Iteration 19Q: 3 clusters Score -1027931 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1027994.625000 Penalty: 3224.367676
	Iteration 20F: 3 clusters Score -1027995 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1028046.937500 Penalty: 3224.367676
	Iteration 21Q: 3 clusters Score -1028047 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1028097.437500 Penalty: 3224.367676
	Iteration 22Q: 3 clusters Score -1028097 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1028158.000000 Penalty: 3224.367676
	Iteration 23Q: 3 clusters Score -1028158 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1028215.437500 Penalty: 3224.367676
	Iteration 24Q: 3 clusters Score -1028215 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1028270.875000 Penalty: 3224.367676
	Iteration 25Q: 3 clusters Score -1028271 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1028319.062500 Penalty: 3224.367676
	Iteration 26Q: 3 clusters Score -1028319 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1028368.187500 Penalty: 3224.367676
	Iteration 27Q: 3 clusters Score -1028368 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1028413.187500 Penalty: 3224.367676
	Iteration 28Q: 3 clusters Score -1028413 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1028462.312500 Penalty: 3224.367676
	Iteration 29Q: 3 clusters Score -1028462 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1028512.687500 Penalty: 3224.367676
	Iteration 30Q: 3 clusters Score -1028513 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1028553.937500 Penalty: 3224.367676
	Iteration 31Q: 3 clusters Score -1028554 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1028593.562500 Penalty: 3224.367676
	Iteration 32Q: 3 clusters Score -1028594 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1028631.687500 Penalty: 3224.367676
	Iteration 33Q: 3 clusters Score -1028632 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1028661.687500 Penalty: 3224.367676
	Iteration 34Q: 3 clusters Score -1028662 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1028691.875000 Penalty: 3224.367676
	Iteration 35Q: 3 clusters Score -1028692 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1028716.562500 Penalty: 3224.367676
	Iteration 36Q: 3 clusters Score -1028717 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1028734.312500 Penalty: 3224.367676
	Iteration 37Q: 3 clusters Score -1028734 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1028753.625000 Penalty: 3224.367676
	Iteration 38Q: 3 clusters Score -1028754 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1028769.687500 Penalty: 3224.367676
	Iteration 39Q: 3 clusters Score -1028770 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1028792.312500 Penalty: 3224.367676
	Iteration 40F: 3 clusters Score -1028792 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1028817.562500 Penalty: 3224.367676
	Iteration 41Q: 3 clusters Score -1028818 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1028851.625000 Penalty: 3224.367676
	Iteration 42Q: 3 clusters Score -1028852 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1028884.687500 Penalty: 3224.367676
	Iteration 43Q: 3 clusters Score -1028885 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1028914.687500 Penalty: 3224.367676
	Iteration 44Q: 3 clusters Score -1028915 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1028940.000000 Penalty: 3224.367676
	Iteration 45Q: 3 clusters Score -1028940 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1028961.000000 Penalty: 3224.367676
	Iteration 46Q: 3 clusters Score -1028961 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1028979.187500 Penalty: 3224.367676
	Iteration 47Q: 3 clusters Score -1028979 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1028993.000000 Penalty: 3224.367676
	Iteration 48Q: 3 clusters Score -1028993 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1028999.812500 Penalty: 3224.367676
	Iteration 49Q: 3 clusters Score -1029000 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1029003.812500 Penalty: 3224.367676
	Iteration 50Q: 3 clusters Score -1029004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1029013.000000 Penalty: 3224.367676
	Iteration 51Q: 3 clusters Score -1029013 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1029021.375000 Penalty: 3224.367676
	Iteration 52Q: 3 clusters Score -1029021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1029024.687500 Penalty: 3224.367676
	Iteration 53Q: 3 clusters Score -1029025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1029027.687500 Penalty: 3224.367676
	Iteration 54Q: 3 clusters Score -1029028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1029029.250000 Penalty: 3224.367676
	Iteration 55Q: 3 clusters Score -1029029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1029035.687500 Penalty: 3224.367676
	Iteration 56Q: 3 clusters Score -1029036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1029040.250000 Penalty: 3224.367676
	Iteration 57Q: 3 clusters Score -1029040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1029044.937500 Penalty: 3224.367676
	Iteration 58Q: 3 clusters Score -1029045 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1029056.062500 Penalty: 3224.367676
	Iteration 59Q: 3 clusters Score -1029056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1029063.625000 Penalty: 3224.367676
	Iteration 60F: 3 clusters Score -1029064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1029066.500000 Penalty: 3224.367676
	Iteration 61Q: 3 clusters Score -1029066 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1029074.812500 Penalty: 3224.367676
	Iteration 62Q: 3 clusters Score -1029075 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1029081.937500 Penalty: 3224.367676
	Iteration 63Q: 3 clusters Score -1029082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1029087.375000 Penalty: 3224.367676
	Iteration 64Q: 3 clusters Score -1029087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1029091.437500 Penalty: 3224.367676
	Iteration 65Q: 3 clusters Score -1029091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1029097.375000 Penalty: 3224.367676
	Iteration 66Q: 3 clusters Score -1029097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1029099.625000 Penalty: 3224.367676
	Iteration 67Q: 3 clusters Score -1029100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1029102.250000 Penalty: 3224.367676
	Iteration 68Q: 3 clusters Score -1029102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1029109.062500 Penalty: 3224.367676
	Iteration 69Q: 3 clusters Score -1029109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1029108.687500 Penalty: 3224.367676
	Iteration 70Q: 3 clusters Score -1029109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1029109.687500 Penalty: 3224.367676
	Iteration 71Q: 3 clusters Score -1029110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1029109.250000 Penalty: 3224.367676
	Iteration 72Q: 3 clusters Score -1029109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1029109.750000 Penalty: 3224.367676
	Iteration 73Q: 3 clusters Score -1029110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1029114.187500 Penalty: 3224.367676
	Iteration 74Q: 3 clusters Score -1029114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1029118.812500 Penalty: 3224.367676
	Iteration 75Q: 3 clusters Score -1029119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1029121.375000 Penalty: 3224.367676
	Iteration 76Q: 3 clusters Score -1029121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1029131.250000 Penalty: 3224.367676
	Iteration 77Q: 3 clusters Score -1029131 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1029133.000000 Penalty: 3224.367676
	Iteration 78Q: 3 clusters Score -1029133 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1029137.250000 Penalty: 3224.367676
	Iteration 79Q: 3 clusters Score -1029137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1029142.000000 Penalty: 3224.367676
	Iteration 80F: 3 clusters Score -1029142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1029143.062500 Penalty: 3224.367676
	Iteration 81Q: 3 clusters Score -1029143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1029146.500000 Penalty: 3224.367676
	Iteration 82Q: 3 clusters Score -1029146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1029146.812500 Penalty: 3224.367676
	Iteration 83Q: 3 clusters Score -1029147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1029152.375000 Penalty: 3224.367676
	Iteration 84Q: 3 clusters Score -1029152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1029153.312500 Penalty: 3224.367676
	Iteration 85Q: 3 clusters Score -1029153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1029151.562500 Penalty: 3224.367676
	Iteration 86Q: 3 clusters Score -1029152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1029152.250000 Penalty: 3224.367676
	Iteration 87Q: 3 clusters Score -1029152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1029153.000000 Penalty: 3224.367676
	Iteration 88Q: 3 clusters Score -1029153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1029156.937500 Penalty: 3224.367676
	Iteration 89Q: 3 clusters Score -1029157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1029156.562500 Penalty: 3224.367676
	Iteration 90Q: 3 clusters Score -1029157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1029158.250000 Penalty: 3224.367676
	Iteration 91Q: 3 clusters Score -1029158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1029159.187500 Penalty: 3224.367676
	Iteration 92Q: 3 clusters Score -1029159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1029159.875000 Penalty: 3224.367676
	Iteration 93Q: 3 clusters Score -1029160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1029161.625000 Penalty: 3224.367676
	Iteration 94Q: 3 clusters Score -1029162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1029161.937500 Penalty: 3224.367676
	Iteration 95Q: 3 clusters Score -1029162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1029162.750000 Penalty: 3224.367676
	Iteration 96Q: 3 clusters Score -1029163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1029164.187500 Penalty: 3224.367676
	Iteration 97Q: 3 clusters Score -1029164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1029163.812500 Penalty: 3224.367676
	Iteration 98Q: 3 clusters Score -1029164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1029163.812500 Penalty: 3224.367676
	Iteration 99Q: 3 clusters Score -1029164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1029163.812500 Penalty: 3224.367676
	Iteration 100F: 3 clusters Score -1029164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Entering Unmasked Estep 
Score: -402766.437500 Penalty: 1457.984131
	Iteration 0F: 2 clusters Score -402766.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -396986.937500 Penalty: 2915.968262
	Iteration 0F: 3 clusters Score -396986.9 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -398749.468750 Penalty: 2915.968262
	Iteration 1F: 3 clusters Score -398749.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -398953.156250 Penalty: 2915.968262
	Iteration 2F: 3 clusters Score -398953.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -399145.031250 Penalty: 2915.968262
	Iteration 3F: 3 clusters Score -399145 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -399359.781250 Penalty: 2915.968262
	Iteration 4Q: 3 clusters Score -399359.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -399663.343750 Penalty: 2915.968262
	Iteration 5F: 3 clusters Score -399663.3 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -400174.812500 Penalty: 2915.968262
	Iteration 6F: 3 clusters Score -400174.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -400792.781250 Penalty: 2915.968262
	Iteration 7F: 3 clusters Score -400792.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -401304.718750 Penalty: 2915.968262
	Iteration 8F: 3 clusters Score -401304.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -401626.125000 Penalty: 2915.968262
	Iteration 9Q: 3 clusters Score -401626.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -401787.812500 Penalty: 2915.968262
	Iteration 10Q: 3 clusters Score -401787.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -401856.375000 Penalty: 2915.968262
	Iteration 11Q: 3 clusters Score -401856.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -401887.093750 Penalty: 2915.968262
	Iteration 12Q: 3 clusters Score -401887.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -401899.500000 Penalty: 2915.968262
	Iteration 13Q: 3 clusters Score -401899.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -401905.593750 Penalty: 2915.968262
	Iteration 14Q: 3 clusters Score -401905.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -401910.468750 Penalty: 2915.968262
	Iteration 15Q: 3 clusters Score -401910.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -401914.250000 Penalty: 2915.968262
	Iteration 16Q: 3 clusters Score -401914.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -401916.187500 Penalty: 2915.968262
	Iteration 17Q: 3 clusters Score -401916.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -401915.906250 Penalty: 2915.968262
	Iteration 18Q: 3 clusters Score -401915.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -401916.437500 Penalty: 2915.968262
	Iteration 19Q: 3 clusters Score -401916.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -401917.625000 Penalty: 2915.968262
	Iteration 20F: 3 clusters Score -401917.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -401918.031250 Penalty: 2915.968262
	Iteration 21Q: 3 clusters Score -401918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -401918.031250 Penalty: 2915.968262
	Iteration 22F: 3 clusters Score -401918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Entering Unmasked Estep 
Score: -416949.093750 Penalty: 1462.638672
	Iteration 0F: 2 clusters Score -416949.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -411013.875000 Penalty: 2925.277344
	Iteration 0F: 3 clusters Score -411013.9 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -412900.968750 Penalty: 2925.277344
	Iteration 1F: 3 clusters Score -412901 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -413358.937500 Penalty: 2925.277344
	Iteration 2F: 3 clusters Score -413358.9 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -413824.281250 Penalty: 2925.277344
	Iteration 3F: 3 clusters Score -413824.3 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -414262.906250 Penalty: 2925.277344
	Iteration 4F: 3 clusters Score -414262.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -414640.031250 Penalty: 2925.277344
	Iteration 5F: 3 clusters Score -414640 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -414923.156250 Penalty: 2925.277344
	Iteration 6Q: 3 clusters Score -414923.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -415128.781250 Penalty: 2925.277344
	Iteration 7Q: 3 clusters Score -415128.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -415254.031250 Penalty: 2925.277344
	Iteration 8Q: 3 clusters Score -415254 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -415348.250000 Penalty: 2925.277344
	Iteration 9Q: 3 clusters Score -415348.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -415429.250000 Penalty: 2925.277344
	Iteration 10Q: 3 clusters Score -415429.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -415501.937500 Penalty: 2925.277344
	Iteration 11Q: 3 clusters Score -415501.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -415565.718750 Penalty: 2925.277344
	Iteration 12Q: 3 clusters Score -415565.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -415619.656250 Penalty: 2925.277344
	Iteration 13Q: 3 clusters Score -415619.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -415658.000000 Penalty: 2925.277344
	Iteration 14Q: 3 clusters Score -415658 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -415685.531250 Penalty: 2925.277344
	Iteration 15Q: 3 clusters Score -415685.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -415707.437500 Penalty: 2925.277344
	Iteration 16Q: 3 clusters Score -415707.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -415727.187500 Penalty: 2925.277344
	Iteration 17Q: 3 clusters Score -415727.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -415742.281250 Penalty: 2925.277344
	Iteration 18Q: 3 clusters Score -415742.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -415752.406250 Penalty: 2925.277344
	Iteration 19Q: 3 clusters Score -415752.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -415763.406250 Penalty: 2925.277344
	Iteration 20F: 3 clusters Score -415763.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -415770.937500 Penalty: 2925.277344
	Iteration 21Q: 3 clusters Score -415770.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -415779.281250 Penalty: 2925.277344
	Iteration 22Q: 3 clusters Score -415779.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -415784.750000 Penalty: 2925.277344
	Iteration 23Q: 3 clusters Score -415784.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -415787.187500 Penalty: 2925.277344
	Iteration 24Q: 3 clusters Score -415787.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -415787.406250 Penalty: 2925.277344
	Iteration 25Q: 3 clusters Score -415787.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -415788.593750 Penalty: 2925.277344
	Iteration 26Q: 3 clusters Score -415788.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -415789.500000 Penalty: 2925.277344
	Iteration 27Q: 3 clusters Score -415789.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -415789.437500 Penalty: 2925.277344
	Iteration 28Q: 3 clusters Score -415789.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -415789.437500 Penalty: 2925.277344
	Iteration 29F: 3 clusters Score -415789.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 94639 members 
Mstep: Class 3 contains 4951 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6081 members 
Mstep: Class 6 contains 17460 members 
Mstep: Class 7 contains 10035 members 
Mstep: Class 8 contains 60825 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100058 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 14 contains 8698 members 
Mstep: Class 15 contains 8554 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80098 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 8029 members 
Mstep: Class 21 contains 196708 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20356 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933048.000000 Penalty: 54738.777344
Iteration 199Q: 26 clusters Score -3.593305e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 94714 members 
Mstep: Class 3 contains 4951 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6084 members 
Mstep: Class 6 contains 17463 members 
Mstep: Class 7 contains 10035 members 
Mstep: Class 8 contains 60825 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100052 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3354 members 
Mstep: Class 13 contains 7149 members 
Mstep: Class 14 contains 8705 members 
Mstep: Class 15 contains 8555 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80088 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7967 members 
Mstep: Class 21 contains 196711 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20339 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933076.000000 Penalty: 54738.777344
Iteration 200F: 26 clusters Score -3.593308e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 94780 members 
Mstep: Class 3 contains 4950 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6093 members 
Mstep: Class 6 contains 17473 members 
Mstep: Class 7 contains 10035 members 
Mstep: Class 8 contains 60825 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100045 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3354 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 8712 members 
Mstep: Class 15 contains 8556 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80086 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7908 members 
Mstep: Class 21 contains 196710 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20318 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933132.000000 Penalty: 54738.777344
Iteration 201Q: 26 clusters Score -3.593313e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 94846 members 
Mstep: Class 3 contains 4944 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6104 members 
Mstep: Class 6 contains 17483 members 
Mstep: Class 7 contains 10035 members 
Mstep: Class 8 contains 60825 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100039 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 8723 members 
Mstep: Class 15 contains 8556 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80077 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7858 members 
Mstep: Class 21 contains 196703 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20298 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933188.000000 Penalty: 54738.777344
Iteration 202Q: 26 clusters Score -3.593319e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 94898 members 
Mstep: Class 3 contains 4940 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6115 members 
Mstep: Class 6 contains 17492 members 
Mstep: Class 7 contains 10035 members 
Mstep: Class 8 contains 60825 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 100030 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3351 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 8727 members 
Mstep: Class 15 contains 8557 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80078 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7817 members 
Mstep: Class 21 contains 196701 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20274 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933212.000000 Penalty: 54738.777344
Iteration 203Q: 26 clusters Score -3.593321e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 94946 members 
Mstep: Class 3 contains 4932 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6123 members 
Mstep: Class 6 contains 17504 members 
Mstep: Class 7 contains 10034 members 
Mstep: Class 8 contains 60825 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 10 contains 100020 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 7141 members 
Mstep: Class 14 contains 8731 members 
Mstep: Class 15 contains 8560 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80087 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7776 members 
Mstep: Class 21 contains 196695 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 20261 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933188.000000 Penalty: 54738.777344
Iteration 204Q: 26 clusters Score -3.593319e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 95008 members 
Mstep: Class 3 contains 4927 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6129 members 
Mstep: Class 6 contains 17513 members 
Mstep: Class 7 contains 10033 members 
Mstep: Class 8 contains 60825 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 10 contains 100010 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 7139 members 
Mstep: Class 14 contains 8733 members 
Mstep: Class 15 contains 8559 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80088 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7724 members 
Mstep: Class 21 contains 196687 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 20259 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933284.000000 Penalty: 54738.777344
Iteration 205Q: 26 clusters Score -3.593328e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 95062 members 
Mstep: Class 3 contains 4923 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6130 members 
Mstep: Class 6 contains 17521 members 
Mstep: Class 7 contains 10034 members 
Mstep: Class 8 contains 60825 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 10 contains 100005 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 7137 members 
Mstep: Class 14 contains 8736 members 
Mstep: Class 15 contains 8558 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80090 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7675 members 
Mstep: Class 21 contains 196687 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 20250 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933296.000000 Penalty: 54738.777344
Iteration 206Q: 26 clusters Score -3.59333e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 95113 members 
Mstep: Class 3 contains 4921 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6132 members 
Mstep: Class 6 contains 17525 members 
Mstep: Class 7 contains 10034 members 
Mstep: Class 8 contains 60825 members 
Mstep: Class 9 contains 7891 members 
Mstep: Class 10 contains 99994 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 7137 members 
Mstep: Class 14 contains 8737 members 
Mstep: Class 15 contains 8559 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80092 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7626 members 
Mstep: Class 21 contains 196685 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 20251 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933344.000000 Penalty: 54738.777344
Iteration 207Q: 26 clusters Score -3.593334e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 95161 members 
Mstep: Class 3 contains 4920 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6134 members 
Mstep: Class 6 contains 17527 members 
Mstep: Class 7 contains 10034 members 
Mstep: Class 8 contains 60825 members 
Mstep: Class 9 contains 7890 members 
Mstep: Class 10 contains 99990 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 7134 members 
Mstep: Class 14 contains 8740 members 
Mstep: Class 15 contains 8558 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80089 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7585 members 
Mstep: Class 21 contains 196682 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20250 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933348.000000 Penalty: 54738.777344
Iteration 208Q: 26 clusters Score -3.593335e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 95202 members 
Mstep: Class 3 contains 4917 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6136 members 
Mstep: Class 6 contains 17526 members 
Mstep: Class 7 contains 10036 members 
Mstep: Class 8 contains 60825 members 
Mstep: Class 9 contains 7889 members 
Mstep: Class 10 contains 99985 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 7133 members 
Mstep: Class 14 contains 8742 members 
Mstep: Class 15 contains 8559 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80094 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7549 members 
Mstep: Class 21 contains 196676 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20245 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933312.000000 Penalty: 54738.777344
Iteration 209Q: 26 clusters Score -3.593331e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 95241 members 
Mstep: Class 3 contains 4917 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6140 members 
Mstep: Class 6 contains 17524 members 
Mstep: Class 7 contains 10038 members 
Mstep: Class 8 contains 60824 members 
Mstep: Class 9 contains 7890 members 
Mstep: Class 10 contains 99983 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 7133 members 
Mstep: Class 14 contains 8747 members 
Mstep: Class 15 contains 8559 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80097 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7512 members 
Mstep: Class 21 contains 196669 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20240 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933348.000000 Penalty: 54738.777344
Iteration 210Q: 26 clusters Score -3.593335e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 95274 members 
Mstep: Class 3 contains 4917 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 5 contains 6146 members 
Mstep: Class 6 contains 17524 members 
Mstep: Class 7 contains 10041 members 
Mstep: Class 8 contains 60822 members 
Mstep: Class 9 contains 7890 members 
Mstep: Class 10 contains 99979 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 7129 members 
Mstep: Class 14 contains 8752 members 
Mstep: Class 15 contains 8558 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80100 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7488 members 
Mstep: Class 21 contains 196663 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 20232 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933376.000000 Penalty: 54738.777344
Iteration 211Q: 26 clusters Score -3.593338e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 95301 members 
Mstep: Class 3 contains 4918 members 
Mstep: Class 4 contains 6505 members 
Mstep: Class 5 contains 6149 members 
Mstep: Class 6 contains 17531 members 
Mstep: Class 7 contains 10043 members 
Mstep: Class 8 contains 60822 members 
Mstep: Class 9 contains 7889 members 
Mstep: Class 10 contains 99975 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 7129 members 
Mstep: Class 14 contains 8757 members 
Mstep: Class 15 contains 8556 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80104 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7467 members 
Mstep: Class 21 contains 196647 members 
Mstep: Class 22 contains 1716 members 
Mstep: Class 23 contains 20225 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933344.000000 Penalty: 54738.777344
Iteration 212Q: 26 clusters Score -3.593334e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 95332 members 
Mstep: Class 3 contains 4920 members 
Mstep: Class 4 contains 6504 members 
Mstep: Class 5 contains 6149 members 
Mstep: Class 6 contains 17537 members 
Mstep: Class 7 contains 10049 members 
Mstep: Class 8 contains 60819 members 
Mstep: Class 9 contains 7888 members 
Mstep: Class 10 contains 99973 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 7128 members 
Mstep: Class 14 contains 8760 members 
Mstep: Class 15 contains 8555 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80107 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7444 members 
Mstep: Class 21 contains 196631 members 
Mstep: Class 22 contains 1717 members 
Mstep: Class 23 contains 20219 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933384.000000 Penalty: 54738.777344
Iteration 213Q: 26 clusters Score -3.593338e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 95358 members 
Mstep: Class 3 contains 4917 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6150 members 
Mstep: Class 6 contains 17551 members 
Mstep: Class 7 contains 10054 members 
Mstep: Class 8 contains 60819 members 
Mstep: Class 9 contains 7887 members 
Mstep: Class 10 contains 99972 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3341 members 
Mstep: Class 13 contains 7128 members 
Mstep: Class 14 contains 8762 members 
Mstep: Class 15 contains 8555 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80108 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7424 members 
Mstep: Class 21 contains 196619 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 20205 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933400.000000 Penalty: 54738.777344
Iteration 214Q: 26 clusters Score -3.59334e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 95386 members 
Mstep: Class 3 contains 4918 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6156 members 
Mstep: Class 6 contains 17562 members 
Mstep: Class 7 contains 10056 members 
Mstep: Class 8 contains 60817 members 
Mstep: Class 9 contains 7887 members 
Mstep: Class 10 contains 99965 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3337 members 
Mstep: Class 13 contains 7130 members 
Mstep: Class 14 contains 8766 members 
Mstep: Class 15 contains 8555 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80113 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7406 members 
Mstep: Class 21 contains 196603 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 20186 members 
Mstep: Class 24 contains 7881 members 
Mstep: Class 25 contains 8151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933408.000000 Penalty: 54738.777344
Iteration 215Q: 26 clusters Score -3.593341e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 95408 members 
Mstep: Class 3 contains 4923 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6165 members 
Mstep: Class 6 contains 17578 members 
Mstep: Class 7 contains 10056 members 
Mstep: Class 8 contains 60817 members 
Mstep: Class 9 contains 7887 members 
Mstep: Class 10 contains 99960 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3332 members 
Mstep: Class 13 contains 7133 members 
Mstep: Class 14 contains 8767 members 
Mstep: Class 15 contains 8556 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80116 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7390 members 
Mstep: Class 21 contains 196601 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 20153 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 8151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933380.000000 Penalty: 54738.777344
Iteration 216Q: 26 clusters Score -3.593338e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 95430 members 
Mstep: Class 3 contains 4920 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6172 members 
Mstep: Class 6 contains 17589 members 
Mstep: Class 7 contains 10056 members 
Mstep: Class 8 contains 60817 members 
Mstep: Class 9 contains 7887 members 
Mstep: Class 10 contains 99954 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3332 members 
Mstep: Class 13 contains 7138 members 
Mstep: Class 14 contains 8768 members 
Mstep: Class 15 contains 8556 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80120 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7374 members 
Mstep: Class 21 contains 196596 members 
Mstep: Class 22 contains 1724 members 
Mstep: Class 23 contains 20125 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 8156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933348.000000 Penalty: 54738.777344
Iteration 217Q: 26 clusters Score -3.593335e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 95460 members 
Mstep: Class 3 contains 4919 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6180 members 
Mstep: Class 6 contains 17594 members 
Mstep: Class 7 contains 10056 members 
Mstep: Class 8 contains 60817 members 
Mstep: Class 9 contains 7887 members 
Mstep: Class 10 contains 99942 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3332 members 
Mstep: Class 13 contains 7142 members 
Mstep: Class 14 contains 8769 members 
Mstep: Class 15 contains 8556 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80122 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7358 members 
Mstep: Class 21 contains 196596 members 
Mstep: Class 22 contains 1724 members 
Mstep: Class 23 contains 20100 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 8158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933352.000000 Penalty: 54738.777344
Iteration 218Q: 26 clusters Score -3.593335e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 95489 members 
Mstep: Class 3 contains 4918 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6183 members 
Mstep: Class 6 contains 17605 members 
Mstep: Class 7 contains 10056 members 
Mstep: Class 8 contains 60817 members 
Mstep: Class 9 contains 7887 members 
Mstep: Class 10 contains 99933 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3333 members 
Mstep: Class 13 contains 7144 members 
Mstep: Class 14 contains 8770 members 
Mstep: Class 15 contains 8558 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80124 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7341 members 
Mstep: Class 21 contains 196598 members 
Mstep: Class 22 contains 1724 members 
Mstep: Class 23 contains 20072 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 8159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933356.000000 Penalty: 54738.777344
Iteration 219Q: 26 clusters Score -3.593336e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 95505 members 
Mstep: Class 3 contains 4916 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6191 members 
Mstep: Class 6 contains 17619 members 
Mstep: Class 7 contains 10056 members 
Mstep: Class 8 contains 60817 members 
Mstep: Class 9 contains 7887 members 
Mstep: Class 10 contains 99927 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3332 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 8771 members 
Mstep: Class 15 contains 8563 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80124 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7327 members 
Mstep: Class 21 contains 196602 members 
Mstep: Class 22 contains 1724 members 
Mstep: Class 23 contains 20043 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 8160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933312.000000 Penalty: 54738.777344
Iteration 220F: 26 clusters Score -3.593331e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 95525 members 
Mstep: Class 3 contains 4912 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6197 members 
Mstep: Class 6 contains 17629 members 
Mstep: Class 7 contains 10056 members 
Mstep: Class 8 contains 60817 members 
Mstep: Class 9 contains 7887 members 
Mstep: Class 10 contains 99917 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3332 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 14 contains 8771 members 
Mstep: Class 15 contains 8566 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80126 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7314 members 
Mstep: Class 21 contains 196602 members 
Mstep: Class 22 contains 1725 members 
Mstep: Class 23 contains 20020 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 8162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933320.000000 Penalty: 54738.777344
Iteration 221Q: 26 clusters Score -3.593332e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 95542 members 
Mstep: Class 3 contains 4908 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6206 members 
Mstep: Class 6 contains 17645 members 
Mstep: Class 7 contains 10056 members 
Mstep: Class 8 contains 60817 members 
Mstep: Class 9 contains 7887 members 
Mstep: Class 10 contains 99917 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3332 members 
Mstep: Class 13 contains 7153 members 
Mstep: Class 14 contains 8771 members 
Mstep: Class 15 contains 8566 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80123 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7301 members 
Mstep: Class 21 contains 196602 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19994 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 8163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933292.000000 Penalty: 54738.777344
Iteration 222Q: 26 clusters Score -3.593329e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 95556 members 
Mstep: Class 3 contains 4904 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6216 members 
Mstep: Class 6 contains 17661 members 
Mstep: Class 7 contains 10056 members 
Mstep: Class 8 contains 60817 members 
Mstep: Class 9 contains 7887 members 
Mstep: Class 10 contains 99916 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3332 members 
Mstep: Class 13 contains 7154 members 
Mstep: Class 14 contains 8771 members 
Mstep: Class 15 contains 8568 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80124 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7287 members 
Mstep: Class 21 contains 196601 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19971 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 8162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933300.000000 Penalty: 54738.777344
Iteration 223Q: 26 clusters Score -3.59333e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 95573 members 
Mstep: Class 3 contains 4899 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6227 members 
Mstep: Class 6 contains 17674 members 
Mstep: Class 7 contains 10056 members 
Mstep: Class 8 contains 60817 members 
Mstep: Class 9 contains 7887 members 
Mstep: Class 10 contains 99916 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3332 members 
Mstep: Class 13 contains 7156 members 
Mstep: Class 14 contains 8771 members 
Mstep: Class 15 contains 8570 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80132 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7270 members 
Mstep: Class 21 contains 196598 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19943 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 8161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933320.000000 Penalty: 54738.777344
Iteration 224Q: 26 clusters Score -3.593332e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 95590 members 
Mstep: Class 3 contains 4897 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6249 members 
Mstep: Class 6 contains 17694 members 
Mstep: Class 7 contains 10056 members 
Mstep: Class 8 contains 60817 members 
Mstep: Class 9 contains 7887 members 
Mstep: Class 10 contains 99921 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3334 members 
Mstep: Class 13 contains 7156 members 
Mstep: Class 14 contains 8771 members 
Mstep: Class 15 contains 8568 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80127 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7254 members 
Mstep: Class 21 contains 196593 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19908 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 8160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933284.000000 Penalty: 54738.777344
Iteration 225Q: 26 clusters Score -3.593328e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 95600 members 
Mstep: Class 3 contains 4893 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6273 members 
Mstep: Class 6 contains 17707 members 
Mstep: Class 7 contains 10056 members 
Mstep: Class 8 contains 60817 members 
Mstep: Class 9 contains 7887 members 
Mstep: Class 10 contains 99915 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3333 members 
Mstep: Class 13 contains 7157 members 
Mstep: Class 14 contains 8775 members 
Mstep: Class 15 contains 8566 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80129 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7242 members 
Mstep: Class 21 contains 196587 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19886 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 8160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933272.000000 Penalty: 54738.777344
Iteration 226Q: 26 clusters Score -3.593327e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 95618 members 
Mstep: Class 3 contains 4890 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6295 members 
Mstep: Class 6 contains 17717 members 
Mstep: Class 7 contains 10056 members 
Mstep: Class 8 contains 60817 members 
Mstep: Class 9 contains 7887 members 
Mstep: Class 10 contains 99917 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3333 members 
Mstep: Class 13 contains 7155 members 
Mstep: Class 14 contains 8774 members 
Mstep: Class 15 contains 8564 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80133 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 196576 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19863 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 8161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933240.000000 Penalty: 54738.777344
Iteration 227Q: 26 clusters Score -3.593324e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 95640 members 
Mstep: Class 3 contains 4889 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6313 members 
Mstep: Class 6 contains 17732 members 
Mstep: Class 7 contains 10055 members 
Mstep: Class 8 contains 60817 members 
Mstep: Class 9 contains 7888 members 
Mstep: Class 10 contains 99915 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3332 members 
Mstep: Class 13 contains 7153 members 
Mstep: Class 14 contains 8774 members 
Mstep: Class 15 contains 8563 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80140 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7211 members 
Mstep: Class 21 contains 196566 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19838 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 8163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933244.000000 Penalty: 54738.777344
Iteration 228Q: 26 clusters Score -3.593324e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 95668 members 
Mstep: Class 3 contains 4886 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6326 members 
Mstep: Class 6 contains 17746 members 
Mstep: Class 7 contains 10055 members 
Mstep: Class 8 contains 60817 members 
Mstep: Class 9 contains 7888 members 
Mstep: Class 10 contains 99917 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3334 members 
Mstep: Class 13 contains 7155 members 
Mstep: Class 14 contains 8774 members 
Mstep: Class 15 contains 8563 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80146 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7187 members 
Mstep: Class 21 contains 196557 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19807 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 8165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933256.000000 Penalty: 54738.777344
Iteration 229Q: 26 clusters Score -3.593326e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 95698 members 
Mstep: Class 3 contains 4885 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6336 members 
Mstep: Class 6 contains 17751 members 
Mstep: Class 7 contains 10055 members 
Mstep: Class 8 contains 60817 members 
Mstep: Class 9 contains 7888 members 
Mstep: Class 10 contains 99916 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3334 members 
Mstep: Class 13 contains 7156 members 
Mstep: Class 14 contains 8775 members 
Mstep: Class 15 contains 8565 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80146 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7164 members 
Mstep: Class 21 contains 196554 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19783 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 8169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933264.000000 Penalty: 54738.777344
Iteration 230Q: 26 clusters Score -3.593326e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 95724 members 
Mstep: Class 3 contains 4885 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6345 members 
Mstep: Class 6 contains 17761 members 
Mstep: Class 7 contains 10055 members 
Mstep: Class 8 contains 60817 members 
Mstep: Class 9 contains 7888 members 
Mstep: Class 10 contains 99920 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3335 members 
Mstep: Class 13 contains 7156 members 
Mstep: Class 14 contains 8777 members 
Mstep: Class 15 contains 8566 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80144 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7143 members 
Mstep: Class 21 contains 196541 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19765 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 8171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933340.000000 Penalty: 54738.777344
Iteration 231Q: 26 clusters Score -3.593334e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 95744 members 
Mstep: Class 3 contains 4884 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6356 members 
Mstep: Class 6 contains 17776 members 
Mstep: Class 7 contains 10055 members 
Mstep: Class 8 contains 60817 members 
Mstep: Class 9 contains 7887 members 
Mstep: Class 10 contains 99915 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3337 members 
Mstep: Class 13 contains 7156 members 
Mstep: Class 14 contains 8778 members 
Mstep: Class 15 contains 8565 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80148 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7128 members 
Mstep: Class 21 contains 196533 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19741 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 8174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933308.000000 Penalty: 54738.777344
Iteration 232Q: 26 clusters Score -3.593331e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 95765 members 
Mstep: Class 3 contains 4883 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6362 members 
Mstep: Class 6 contains 17791 members 
Mstep: Class 7 contains 10055 members 
Mstep: Class 8 contains 60817 members 
Mstep: Class 9 contains 7886 members 
Mstep: Class 10 contains 99911 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3337 members 
Mstep: Class 13 contains 7156 members 
Mstep: Class 14 contains 8778 members 
Mstep: Class 15 contains 8566 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80158 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7108 members 
Mstep: Class 21 contains 196530 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19713 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 8178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933316.000000 Penalty: 54738.777344
Iteration 233Q: 26 clusters Score -3.593332e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 95794 members 
Mstep: Class 3 contains 4882 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6366 members 
Mstep: Class 6 contains 17803 members 
Mstep: Class 7 contains 10055 members 
Mstep: Class 8 contains 60817 members 
Mstep: Class 9 contains 7886 members 
Mstep: Class 10 contains 99910 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 7154 members 
Mstep: Class 14 contains 8777 members 
Mstep: Class 15 contains 8567 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 80169 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7087 members 
Mstep: Class 21 contains 196525 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19684 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 8180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933356.000000 Penalty: 54738.777344
Iteration 234Q: 26 clusters Score -3.593336e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 95809 members 
Mstep: Class 3 contains 4879 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6370 members 
Mstep: Class 6 contains 17815 members 
Mstep: Class 7 contains 10056 members 
Mstep: Class 8 contains 60817 members 
Mstep: Class 9 contains 7886 members 
Mstep: Class 10 contains 99907 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 7153 members 
Mstep: Class 14 contains 8778 members 
Mstep: Class 15 contains 8567 members 
Mstep: Class 16 contains 5514 members 
Mstep: Class 17 contains 80184 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7068 members 
Mstep: Class 21 contains 196519 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19665 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 8185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933316.000000 Penalty: 54738.777344
Iteration 235Q: 26 clusters Score -3.593332e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 95822 members 
Mstep: Class 3 contains 4873 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6379 members 
Mstep: Class 6 contains 17832 members 
Mstep: Class 7 contains 10058 members 
Mstep: Class 8 contains 60816 members 
Mstep: Class 9 contains 7886 members 
Mstep: Class 10 contains 99909 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 7153 members 
Mstep: Class 14 contains 8778 members 
Mstep: Class 15 contains 8568 members 
Mstep: Class 16 contains 5513 members 
Mstep: Class 17 contains 80201 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7053 members 
Mstep: Class 21 contains 196511 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19636 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 8186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933248.000000 Penalty: 54738.777344
Iteration 236Q: 26 clusters Score -3.593325e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 95847 members 
Mstep: Class 3 contains 4871 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6387 members 
Mstep: Class 6 contains 17845 members 
Mstep: Class 7 contains 10058 members 
Mstep: Class 8 contains 60816 members 
Mstep: Class 9 contains 7886 members 
Mstep: Class 10 contains 99907 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 7154 members 
Mstep: Class 14 contains 8782 members 
Mstep: Class 15 contains 8567 members 
Mstep: Class 16 contains 5513 members 
Mstep: Class 17 contains 80208 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7031 members 
Mstep: Class 21 contains 196507 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19609 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 8187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933280.000000 Penalty: 54738.777344
Iteration 237Q: 26 clusters Score -3.593328e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 95864 members 
Mstep: Class 3 contains 4869 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6396 members 
Mstep: Class 6 contains 17870 members 
Mstep: Class 7 contains 10058 members 
Mstep: Class 8 contains 60816 members 
Mstep: Class 9 contains 7886 members 
Mstep: Class 10 contains 99899 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 7157 members 
Mstep: Class 14 contains 8787 members 
Mstep: Class 15 contains 8564 members 
Mstep: Class 16 contains 5512 members 
Mstep: Class 17 contains 80216 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7016 members 
Mstep: Class 21 contains 196502 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19575 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 8188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933384.000000 Penalty: 54738.777344
Iteration 238Q: 26 clusters Score -3.593338e+07 nChanged 106
Entering ConstructFrom: 
Score: -35933384.000000 Penalty: 54738.777344
Entering ConstructFrom: 
Trying to split cluster 1 (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: -268583.375000 Penalty: 1404.907715
	Iteration 0F: 2 clusters Score -268583.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -264141.875000 Penalty: 2809.815430
	Iteration 0F: 3 clusters Score -264141.9 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -265532.343750 Penalty: 2809.815430
	Iteration 1F: 3 clusters Score -265532.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -265965.593750 Penalty: 2809.815430
	Iteration 2F: 3 clusters Score -265965.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -266385.250000 Penalty: 2809.815430
	Iteration 3F: 3 clusters Score -266385.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -266794.656250 Penalty: 2809.815430
	Iteration 4F: 3 clusters Score -266794.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -267177.750000 Penalty: 2809.815430
	Iteration 5F: 3 clusters Score -267177.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -267468.968750 Penalty: 2809.815430
	Iteration 6F: 3 clusters Score -267469 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -267647.468750 Penalty: 2809.815430
	Iteration 7Q: 3 clusters Score -267647.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -267778.218750 Penalty: 2809.815430
	Iteration 8Q: 3 clusters Score -267778.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -267849.468750 Penalty: 2809.815430
	Iteration 9Q: 3 clusters Score -267849.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -267894.718750 Penalty: 2809.815430
	Iteration 10Q: 3 clusters Score -267894.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -267925.218750 Penalty: 2809.815430
	Iteration 11Q: 3 clusters Score -267925.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -267945.281250 Penalty: 2809.815430
	Iteration 12Q: 3 clusters Score -267945.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -267961.031250 Penalty: 2809.815430
	Iteration 13Q: 3 clusters Score -267961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -267974.625000 Penalty: 2809.815430
	Iteration 14Q: 3 clusters Score -267974.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -267990.500000 Penalty: 2809.815430
	Iteration 15Q: 3 clusters Score -267990.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -268005.562500 Penalty: 2809.815430
	Iteration 16Q: 3 clusters Score -268005.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -268017.687500 Penalty: 2809.815430
	Iteration 17Q: 3 clusters Score -268017.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -268029.031250 Penalty: 2809.815430
	Iteration 18Q: 3 clusters Score -268029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -268037.718750 Penalty: 2809.815430
	Iteration 19Q: 3 clusters Score -268037.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -268045.781250 Penalty: 2809.815430
	Iteration 20F: 3 clusters Score -268045.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -268051.000000 Penalty: 2809.815430
	Iteration 21Q: 3 clusters Score -268051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -268055.343750 Penalty: 2809.815430
	Iteration 22Q: 3 clusters Score -268055.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -268056.156250 Penalty: 2809.815430
	Iteration 23Q: 3 clusters Score -268056.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -268059.843750 Penalty: 2809.815430
	Iteration 24Q: 3 clusters Score -268059.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -268062.156250 Penalty: 2809.815430
	Iteration 25Q: 3 clusters Score -268062.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -268063.625000 Penalty: 2809.815430
	Iteration 26Q: 3 clusters Score -268063.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -268066.187500 Penalty: 2809.815430
	Iteration 27Q: 3 clusters Score -268066.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -268071.000000 Penalty: 2809.815430
	Iteration 28Q: 3 clusters Score -268071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -268079.156250 Penalty: 2809.815430
	Iteration 29Q: 3 clusters Score -268079.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -268091.093750 Penalty: 2809.815430
	Iteration 30Q: 3 clusters Score -268091.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -268105.156250 Penalty: 2809.815430
	Iteration 31Q: 3 clusters Score -268105.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -268121.562500 Penalty: 2809.815430
	Iteration 32Q: 3 clusters Score -268121.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -268143.625000 Penalty: 2809.815430
	Iteration 33Q: 3 clusters Score -268143.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -268166.281250 Penalty: 2809.815430
	Iteration 34Q: 3 clusters Score -268166.3 nChanged 40
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: -268191.062500 Penalty: 2809.815430
	Iteration 35Q: 3 clusters Score -268191.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -268212.062500 Penalty: 2809.815430
	Iteration 36Q: 3 clusters Score -268212.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -268226.375000 Penalty: 2809.815430
	Iteration 37Q: 3 clusters Score -268226.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -268235.406250 Penalty: 2809.815430
	Iteration 38Q: 3 clusters Score -268235.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -268241.687500 Penalty: 2809.815430
	Iteration 39Q: 3 clusters Score -268241.7 nChanged 14
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: -268244.437500 Penalty: 2809.815430
	Iteration 40F: 3 clusters Score -268244.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -268247.093750 Penalty: 2809.815430
	Iteration 41Q: 3 clusters Score -268247.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -268248.562500 Penalty: 2809.815430
	Iteration 42Q: 3 clusters Score -268248.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -268250.156250 Penalty: 2809.815430
	Iteration 43Q: 3 clusters Score -268250.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -268251.281250 Penalty: 2809.815430
	Iteration 44Q: 3 clusters Score -268251.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -268251.906250 Penalty: 2809.815430
	Iteration 45Q: 3 clusters Score -268251.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -268252.468750 Penalty: 2809.815430
	Iteration 46Q: 3 clusters Score -268252.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -268252.968750 Penalty: 2809.815430
	Iteration 47Q: 3 clusters Score -268253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -268252.968750 Penalty: 2809.815430
	Iteration 48F: 3 clusters Score -268253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (95881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95881 members 
Entering Unmasked Estep 
Score: -5092676.000000 Penalty: 1864.015259
	Iteration 0F: 2 clusters Score -5092676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -5028482.500000 Penalty: 3728.030518
	Iteration 0F: 3 clusters Score -5028482 nChanged 45888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 47553 members 
Entering Unmasked Estep 
Score: -5055747.000000 Penalty: 3728.030518
	Iteration 1F: 3 clusters Score -5055747 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48633 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -5056925.500000 Penalty: 3728.030518
	Iteration 2Q: 3 clusters Score -5056926 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -5058461.000000 Penalty: 3728.030518
	Iteration 3Q: 3 clusters Score -5058461 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -5060450.000000 Penalty: 3728.030518
	Iteration 4Q: 3 clusters Score -5060450 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -5063204.000000 Penalty: 3728.030518
	Iteration 5F: 3 clusters Score -5063204 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51117 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -5066594.000000 Penalty: 3728.030518
	Iteration 6F: 3 clusters Score -5066594 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -5070552.500000 Penalty: 3728.030518
	Iteration 7F: 3 clusters Score -5070552 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52647 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -5074011.000000 Penalty: 3728.030518
	Iteration 8F: 3 clusters Score -5074011 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -5076098.000000 Penalty: 3728.030518
	Iteration 9Q: 3 clusters Score -5076098 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53532 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -5077260.000000 Penalty: 3728.030518
	Iteration 10Q: 3 clusters Score -5077260 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53878 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -5077970.500000 Penalty: 3728.030518
	Iteration 11Q: 3 clusters Score -5077970 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -5078513.500000 Penalty: 3728.030518
	Iteration 12Q: 3 clusters Score -5078514 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -5079181.000000 Penalty: 3728.030518
	Iteration 13Q: 3 clusters Score -5079181 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54946 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -5079833.000000 Penalty: 3728.030518
	Iteration 14Q: 3 clusters Score -5079833 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -5080568.500000 Penalty: 3728.030518
	Iteration 15Q: 3 clusters Score -5080568 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55903 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -5081307.000000 Penalty: 3728.030518
	Iteration 16Q: 3 clusters Score -5081307 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56506 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -5082009.500000 Penalty: 3728.030518
	Iteration 17Q: 3 clusters Score -5082010 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57191 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -5082684.000000 Penalty: 3728.030518
	Iteration 18Q: 3 clusters Score -5082684 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57983 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -5083246.000000 Penalty: 3728.030518
	Iteration 19Q: 3 clusters Score -5083246 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58844 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -5083733.000000 Penalty: 3728.030518
	Iteration 20F: 3 clusters Score -5083733 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59749 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -5084194.500000 Penalty: 3728.030518
	Iteration 21Q: 3 clusters Score -5084194 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60701 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -5084627.000000 Penalty: 3728.030518
	Iteration 22Q: 3 clusters Score -5084627 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61607 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -5084934.500000 Penalty: 3728.030518
	Iteration 23Q: 3 clusters Score -5084934 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62584 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -5085204.500000 Penalty: 3728.030518
	Iteration 24Q: 3 clusters Score -5085204 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63536 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -5085447.500000 Penalty: 3728.030518
	Iteration 25Q: 3 clusters Score -5085448 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64505 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -5085679.000000 Penalty: 3728.030518
	Iteration 26Q: 3 clusters Score -5085679 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65486 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -5085960.500000 Penalty: 3728.030518
	Iteration 27Q: 3 clusters Score -5085960 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66504 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -5086221.500000 Penalty: 3728.030518
	Iteration 28Q: 3 clusters Score -5086222 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67527 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -5086492.500000 Penalty: 3728.030518
	Iteration 29Q: 3 clusters Score -5086492 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68524 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -5086778.500000 Penalty: 3728.030518
	Iteration 30Q: 3 clusters Score -5086778 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69526 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -5087097.500000 Penalty: 3728.030518
	Iteration 31Q: 3 clusters Score -5087098 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70517 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -5087372.000000 Penalty: 3728.030518
	Iteration 32Q: 3 clusters Score -5087372 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71533 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -5087699.000000 Penalty: 3728.030518
	Iteration 33Q: 3 clusters Score -5087699 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72558 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -5088025.000000 Penalty: 3728.030518
	Iteration 34Q: 3 clusters Score -5088025 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73575 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -5088391.000000 Penalty: 3728.030518
	Iteration 35Q: 3 clusters Score -5088391 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74591 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -5088766.500000 Penalty: 3728.030518
	Iteration 36Q: 3 clusters Score -5088766 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75573 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -5089084.500000 Penalty: 3728.030518
	Iteration 37Q: 3 clusters Score -5089084 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76490 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -5089369.000000 Penalty: 3728.030518
	Iteration 38Q: 3 clusters Score -5089369 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77363 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -5089656.000000 Penalty: 3728.030518
	Iteration 39Q: 3 clusters Score -5089656 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78213 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -5089896.000000 Penalty: 3728.030518
	Iteration 40F: 3 clusters Score -5089896 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78984 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -5090182.500000 Penalty: 3728.030518
	Iteration 41Q: 3 clusters Score -5090182 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79711 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -5090394.000000 Penalty: 3728.030518
	Iteration 42Q: 3 clusters Score -5090394 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80425 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -5090698.000000 Penalty: 3728.030518
	Iteration 43Q: 3 clusters Score -5090698 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81121 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -5090995.000000 Penalty: 3728.030518
	Iteration 44Q: 3 clusters Score -5090995 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81798 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -5091319.000000 Penalty: 3728.030518
	Iteration 45Q: 3 clusters Score -5091319 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82474 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -5091632.000000 Penalty: 3728.030518
	Iteration 46Q: 3 clusters Score -5091632 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83074 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -5091874.000000 Penalty: 3728.030518
	Iteration 47Q: 3 clusters Score -5091874 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83624 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -5092097.500000 Penalty: 3728.030518
	Iteration 48Q: 3 clusters Score -5092098 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84068 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -5092228.500000 Penalty: 3728.030518
	Iteration 49Q: 3 clusters Score -5092228 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84478 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -5092317.500000 Penalty: 3728.030518
	Iteration 50Q: 3 clusters Score -5092318 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84816 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -5092403.500000 Penalty: 3728.030518
	Iteration 51Q: 3 clusters Score -5092404 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85129 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -5092452.500000 Penalty: 3728.030518
	Iteration 52Q: 3 clusters Score -5092452 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85406 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -5092496.000000 Penalty: 3728.030518
	Iteration 53Q: 3 clusters Score -5092496 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85643 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -5092522.000000 Penalty: 3728.030518
	Iteration 54Q: 3 clusters Score -5092522 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85851 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -5092540.000000 Penalty: 3728.030518
	Iteration 55Q: 3 clusters Score -5092540 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86031 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -5092551.500000 Penalty: 3728.030518
	Iteration 56Q: 3 clusters Score -5092552 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86193 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -5092590.000000 Penalty: 3728.030518
	Iteration 57Q: 3 clusters Score -5092590 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86336 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -5092583.500000 Penalty: 3728.030518
	Iteration 58Q: 3 clusters Score -5092584 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86472 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -5092601.500000 Penalty: 3728.030518
	Iteration 59Q: 3 clusters Score -5092602 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86602 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -5092619.500000 Penalty: 3728.030518
	Iteration 60F: 3 clusters Score -5092620 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86720 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -5092623.500000 Penalty: 3728.030518
	Iteration 61Q: 3 clusters Score -5092624 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86824 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -5092641.000000 Penalty: 3728.030518
	Iteration 62Q: 3 clusters Score -5092641 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86905 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -5092655.500000 Penalty: 3728.030518
	Iteration 63Q: 3 clusters Score -5092656 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86984 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -5092661.500000 Penalty: 3728.030518
	Iteration 64Q: 3 clusters Score -5092662 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87066 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -5092682.000000 Penalty: 3728.030518
	Iteration 65Q: 3 clusters Score -5092682 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87141 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -5092667.000000 Penalty: 3728.030518
	Iteration 66Q: 3 clusters Score -5092667 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87194 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -5092669.500000 Penalty: 3728.030518
	Iteration 67Q: 3 clusters Score -5092670 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87243 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -5092650.000000 Penalty: 3728.030518
	Iteration 68Q: 3 clusters Score -5092650 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87302 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -5092667.000000 Penalty: 3728.030518
	Iteration 69Q: 3 clusters Score -5092667 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87369 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -5092661.000000 Penalty: 3728.030518
	Iteration 70Q: 3 clusters Score -5092661 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87421 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -5092669.000000 Penalty: 3728.030518
	Iteration 71Q: 3 clusters Score -5092669 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87471 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -5092679.000000 Penalty: 3728.030518
	Iteration 72Q: 3 clusters Score -5092679 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87513 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -5092673.000000 Penalty: 3728.030518
	Iteration 73Q: 3 clusters Score -5092673 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87553 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -5092684.500000 Penalty: 3728.030518
	Iteration 74Q: 3 clusters Score -5092684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87592 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -5092683.500000 Penalty: 3728.030518
	Iteration 75Q: 3 clusters Score -5092684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87625 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -5092678.000000 Penalty: 3728.030518
	Iteration 76Q: 3 clusters Score -5092678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87655 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -5092683.000000 Penalty: 3728.030518
	Iteration 77Q: 3 clusters Score -5092683 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87682 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -5092687.000000 Penalty: 3728.030518
	Iteration 78Q: 3 clusters Score -5092687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87697 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -5092688.500000 Penalty: 3728.030518
	Iteration 79Q: 3 clusters Score -5092688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87714 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -5092687.500000 Penalty: 3728.030518
	Iteration 80F: 3 clusters Score -5092688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87725 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -5092697.500000 Penalty: 3728.030518
	Iteration 81Q: 3 clusters Score -5092698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87734 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -5092694.500000 Penalty: 3728.030518
	Iteration 82Q: 3 clusters Score -5092694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87742 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -5092689.000000 Penalty: 3728.030518
	Iteration 83Q: 3 clusters Score -5092689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87748 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -5092696.000000 Penalty: 3728.030518
	Iteration 84Q: 3 clusters Score -5092696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87755 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -5092696.000000 Penalty: 3728.030518
	Iteration 85Q: 3 clusters Score -5092696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87762 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -5092694.500000 Penalty: 3728.030518
	Iteration 86Q: 3 clusters Score -5092694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87765 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -5092695.000000 Penalty: 3728.030518
	Iteration 87Q: 3 clusters Score -5092695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87765 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -5092695.000000 Penalty: 3728.030518
	Iteration 88F: 3 clusters Score -5092695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 87765 members 
Mstep: Class 3 contains 4864 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6401 members 
Mstep: Class 6 contains 17894 members 
Mstep: Class 7 contains 10058 members 
Mstep: Class 8 contains 60816 members 
Mstep: Class 9 contains 7886 members 
Mstep: Class 10 contains 99898 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 7158 members 
Mstep: Class 14 contains 8790 members 
Mstep: Class 15 contains 8566 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80219 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7004 members 
Mstep: Class 21 contains 196493 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19548 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8189 members 
Mstep: Class 26 contains 8116 members 
Entering Unmasked Estep 
Score: -35932788.000000 Penalty: 56928.328125
Splitting cluster 2 changes total score from -35933384.000000 to -35932788.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Entering Unmasked Estep 
Score: -239571.328125 Penalty: 1379.562622
	Iteration 0F: 2 clusters Score -239571.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -235665.312500 Penalty: 2759.125244
	Iteration 0F: 3 clusters Score -235665.3 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -236732.281250 Penalty: 2759.125244
	Iteration 1F: 3 clusters Score -236732.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -236992.906250 Penalty: 2759.125244
	Iteration 2F: 3 clusters Score -236992.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -237228.781250 Penalty: 2759.125244
	Iteration 3F: 3 clusters Score -237228.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -237460.421875 Penalty: 2759.125244
	Iteration 4F: 3 clusters Score -237460.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -237678.578125 Penalty: 2759.125244
	Iteration 5F: 3 clusters Score -237678.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -237891.078125 Penalty: 2759.125244
	Iteration 6F: 3 clusters Score -237891.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -238067.234375 Penalty: 2759.125244
	Iteration 7Q: 3 clusters Score -238067.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -238231.640625 Penalty: 2759.125244
	Iteration 8Q: 3 clusters Score -238231.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -238431.640625 Penalty: 2759.125244
	Iteration 9Q: 3 clusters Score -238431.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -238635.015625 Penalty: 2759.125244
	Iteration 10Q: 3 clusters Score -238635 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -238765.937500 Penalty: 2759.125244
	Iteration 11Q: 3 clusters Score -238765.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -238866.796875 Penalty: 2759.125244
	Iteration 12Q: 3 clusters Score -238866.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -238925.453125 Penalty: 2759.125244
	Iteration 13Q: 3 clusters Score -238925.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -238970.812500 Penalty: 2759.125244
	Iteration 14Q: 3 clusters Score -238970.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -239004.093750 Penalty: 2759.125244
	Iteration 15Q: 3 clusters Score -239004.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -239028.109375 Penalty: 2759.125244
	Iteration 16Q: 3 clusters Score -239028.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -239041.546875 Penalty: 2759.125244
	Iteration 17Q: 3 clusters Score -239041.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -239051.859375 Penalty: 2759.125244
	Iteration 18Q: 3 clusters Score -239051.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -239064.234375 Penalty: 2759.125244
	Iteration 19Q: 3 clusters Score -239064.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -239078.171875 Penalty: 2759.125244
	Iteration 20F: 3 clusters Score -239078.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -239089.281250 Penalty: 2759.125244
	Iteration 21Q: 3 clusters Score -239089.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -239103.734375 Penalty: 2759.125244
	Iteration 22Q: 3 clusters Score -239103.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -239118.171875 Penalty: 2759.125244
	Iteration 23Q: 3 clusters Score -239118.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -239130.828125 Penalty: 2759.125244
	Iteration 24Q: 3 clusters Score -239130.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -239148.296875 Penalty: 2759.125244
	Iteration 25Q: 3 clusters Score -239148.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -239160.546875 Penalty: 2759.125244
	Iteration 26Q: 3 clusters Score -239160.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -239166.796875 Penalty: 2759.125244
	Iteration 27Q: 3 clusters Score -239166.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -239171.109375 Penalty: 2759.125244
	Iteration 28Q: 3 clusters Score -239171.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -239176.093750 Penalty: 2759.125244
	Iteration 29Q: 3 clusters Score -239176.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -239183.000000 Penalty: 2759.125244
	Iteration 30Q: 3 clusters Score -239183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -239189.515625 Penalty: 2759.125244
	Iteration 31Q: 3 clusters Score -239189.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -239197.437500 Penalty: 2759.125244
	Iteration 32Q: 3 clusters Score -239197.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -239202.921875 Penalty: 2759.125244
	Iteration 33Q: 3 clusters Score -239202.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -239207.718750 Penalty: 2759.125244
	Iteration 34Q: 3 clusters Score -239207.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -239210.937500 Penalty: 2759.125244
	Iteration 35Q: 3 clusters Score -239210.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -239213.250000 Penalty: 2759.125244
	Iteration 36Q: 3 clusters Score -239213.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -239215.500000 Penalty: 2759.125244
	Iteration 37Q: 3 clusters Score -239215.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -239218.500000 Penalty: 2759.125244
	Iteration 38Q: 3 clusters Score -239218.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -239221.421875 Penalty: 2759.125244
	Iteration 39Q: 3 clusters Score -239221.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -239224.640625 Penalty: 2759.125244
	Iteration 40F: 3 clusters Score -239224.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -239226.734375 Penalty: 2759.125244
	Iteration 41Q: 3 clusters Score -239226.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -239230.890625 Penalty: 2759.125244
	Iteration 42Q: 3 clusters Score -239230.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -239236.687500 Penalty: 2759.125244
	Iteration 43Q: 3 clusters Score -239236.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -239243.031250 Penalty: 2759.125244
	Iteration 44Q: 3 clusters Score -239243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -239249.718750 Penalty: 2759.125244
	Iteration 45Q: 3 clusters Score -239249.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -239254.281250 Penalty: 2759.125244
	Iteration 46Q: 3 clusters Score -239254.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -239256.859375 Penalty: 2759.125244
	Iteration 47Q: 3 clusters Score -239256.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -239258.453125 Penalty: 2759.125244
	Iteration 48Q: 3 clusters Score -239258.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -239258.562500 Penalty: 2759.125244
	Iteration 49Q: 3 clusters Score -239258.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -239259.359375 Penalty: 2759.125244
	Iteration 50Q: 3 clusters Score -239259.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -239260.578125 Penalty: 2759.125244
	Iteration 51Q: 3 clusters Score -239260.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -239261.250000 Penalty: 2759.125244
	Iteration 52Q: 3 clusters Score -239261.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -239261.828125 Penalty: 2759.125244
	Iteration 53Q: 3 clusters Score -239261.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -239264.578125 Penalty: 2759.125244
	Iteration 54Q: 3 clusters Score -239264.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -239265.625000 Penalty: 2759.125244
	Iteration 55Q: 3 clusters Score -239265.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -239265.562500 Penalty: 2759.125244
	Iteration 56Q: 3 clusters Score -239265.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -239266.625000 Penalty: 2759.125244
	Iteration 57Q: 3 clusters Score -239266.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -239266.718750 Penalty: 2759.125244
	Iteration 58Q: 3 clusters Score -239266.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -239266.781250 Penalty: 2759.125244
	Iteration 59Q: 3 clusters Score -239266.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -239267.062500 Penalty: 2759.125244
	Iteration 60F: 3 clusters Score -239267.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Entering Unmasked Estep 
Score: -341322.843750 Penalty: 1426.703125
	Iteration 0F: 2 clusters Score -341322.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -336400.500000 Penalty: 2853.406250
	Iteration 0F: 3 clusters Score -336400.5 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -337879.437500 Penalty: 2853.406250
	Iteration 1F: 3 clusters Score -337879.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -338108.062500 Penalty: 2853.406250
	Iteration 2F: 3 clusters Score -338108.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -338305.500000 Penalty: 2853.406250
	Iteration 3F: 3 clusters Score -338305.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -338478.843750 Penalty: 2853.406250
	Iteration 4F: 3 clusters Score -338478.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -338624.593750 Penalty: 2853.406250
	Iteration 5Q: 3 clusters Score -338624.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -338736.531250 Penalty: 2853.406250
	Iteration 6Q: 3 clusters Score -338736.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -338830.781250 Penalty: 2853.406250
	Iteration 7Q: 3 clusters Score -338830.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -338899.781250 Penalty: 2853.406250
	Iteration 8Q: 3 clusters Score -338899.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -338967.656250 Penalty: 2853.406250
	Iteration 9Q: 3 clusters Score -338967.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -339036.843750 Penalty: 2853.406250
	Iteration 10Q: 3 clusters Score -339036.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -339102.906250 Penalty: 2853.406250
	Iteration 11Q: 3 clusters Score -339102.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -339169.000000 Penalty: 2853.406250
	Iteration 12Q: 3 clusters Score -339169 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -339235.750000 Penalty: 2853.406250
	Iteration 13Q: 3 clusters Score -339235.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -339308.812500 Penalty: 2853.406250
	Iteration 14Q: 3 clusters Score -339308.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -339375.312500 Penalty: 2853.406250
	Iteration 15Q: 3 clusters Score -339375.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -339431.312500 Penalty: 2853.406250
	Iteration 16Q: 3 clusters Score -339431.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -339473.937500 Penalty: 2853.406250
	Iteration 17Q: 3 clusters Score -339473.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -339520.781250 Penalty: 2853.406250
	Iteration 18Q: 3 clusters Score -339520.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -339561.343750 Penalty: 2853.406250
	Iteration 19Q: 3 clusters Score -339561.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -339601.718750 Penalty: 2853.406250
	Iteration 20F: 3 clusters Score -339601.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -339643.968750 Penalty: 2853.406250
	Iteration 21Q: 3 clusters Score -339644 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -339686.781250 Penalty: 2853.406250
	Iteration 22Q: 3 clusters Score -339686.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -339733.687500 Penalty: 2853.406250
	Iteration 23Q: 3 clusters Score -339733.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -339772.125000 Penalty: 2853.406250
	Iteration 24Q: 3 clusters Score -339772.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -339813.406250 Penalty: 2853.406250
	Iteration 25Q: 3 clusters Score -339813.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -339852.531250 Penalty: 2853.406250
	Iteration 26Q: 3 clusters Score -339852.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -339877.593750 Penalty: 2853.406250
	Iteration 27Q: 3 clusters Score -339877.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -339904.093750 Penalty: 2853.406250
	Iteration 28Q: 3 clusters Score -339904.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -339933.468750 Penalty: 2853.406250
	Iteration 29Q: 3 clusters Score -339933.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -339961.875000 Penalty: 2853.406250
	Iteration 30Q: 3 clusters Score -339961.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -339984.531250 Penalty: 2853.406250
	Iteration 31Q: 3 clusters Score -339984.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -340006.500000 Penalty: 2853.406250
	Iteration 32Q: 3 clusters Score -340006.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -340029.875000 Penalty: 2853.406250
	Iteration 33Q: 3 clusters Score -340029.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -340047.156250 Penalty: 2853.406250
	Iteration 34Q: 3 clusters Score -340047.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -340057.156250 Penalty: 2853.406250
	Iteration 35Q: 3 clusters Score -340057.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -340064.875000 Penalty: 2853.406250
	Iteration 36Q: 3 clusters Score -340064.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -340073.750000 Penalty: 2853.406250
	Iteration 37Q: 3 clusters Score -340073.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -340080.687500 Penalty: 2853.406250
	Iteration 38Q: 3 clusters Score -340080.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -340085.062500 Penalty: 2853.406250
	Iteration 39Q: 3 clusters Score -340085.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -340087.375000 Penalty: 2853.406250
	Iteration 40F: 3 clusters Score -340087.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -340088.406250 Penalty: 2853.406250
	Iteration 41Q: 3 clusters Score -340088.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -340088.406250 Penalty: 2853.406250
	Iteration 42F: 3 clusters Score -340088.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Entering Unmasked Estep 
Score: -298229.656250 Penalty: 1424.184082
	Iteration 0F: 2 clusters Score -298229.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -293385.875000 Penalty: 2848.368164
	Iteration 0F: 3 clusters Score -293385.9 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -295149.343750 Penalty: 2848.368164
	Iteration 1F: 3 clusters Score -295149.3 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -295882.218750 Penalty: 2848.368164
	Iteration 2F: 3 clusters Score -295882.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -296425.843750 Penalty: 2848.368164
	Iteration 3F: 3 clusters Score -296425.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -296876.718750 Penalty: 2848.368164
	Iteration 4F: 3 clusters Score -296876.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -297380.718750 Penalty: 2848.368164
	Iteration 5F: 3 clusters Score -297380.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -297747.593750 Penalty: 2848.368164
	Iteration 6F: 3 clusters Score -297747.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -297946.656250 Penalty: 2848.368164
	Iteration 7Q: 3 clusters Score -297946.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -298041.812500 Penalty: 2848.368164
	Iteration 8Q: 3 clusters Score -298041.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -298089.843750 Penalty: 2848.368164
	Iteration 9Q: 3 clusters Score -298089.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -298125.218750 Penalty: 2848.368164
	Iteration 10Q: 3 clusters Score -298125.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -298153.000000 Penalty: 2848.368164
	Iteration 11Q: 3 clusters Score -298153 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -298176.781250 Penalty: 2848.368164
	Iteration 12Q: 3 clusters Score -298176.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -298191.906250 Penalty: 2848.368164
	Iteration 13Q: 3 clusters Score -298191.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -298201.843750 Penalty: 2848.368164
	Iteration 14Q: 3 clusters Score -298201.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -298211.875000 Penalty: 2848.368164
	Iteration 15Q: 3 clusters Score -298211.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -298222.500000 Penalty: 2848.368164
	Iteration 16Q: 3 clusters Score -298222.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -298230.500000 Penalty: 2848.368164
	Iteration 17Q: 3 clusters Score -298230.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -298237.562500 Penalty: 2848.368164
	Iteration 18Q: 3 clusters Score -298237.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -298245.843750 Penalty: 2848.368164
	Iteration 19Q: 3 clusters Score -298245.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -298254.781250 Penalty: 2848.368164
	Iteration 20F: 3 clusters Score -298254.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -298262.375000 Penalty: 2848.368164
	Iteration 21Q: 3 clusters Score -298262.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -298268.281250 Penalty: 2848.368164
	Iteration 22Q: 3 clusters Score -298268.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -298272.687500 Penalty: 2848.368164
	Iteration 23Q: 3 clusters Score -298272.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -298274.625000 Penalty: 2848.368164
	Iteration 24Q: 3 clusters Score -298274.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -298276.125000 Penalty: 2848.368164
	Iteration 25Q: 3 clusters Score -298276.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -298277.812500 Penalty: 2848.368164
	Iteration 26Q: 3 clusters Score -298277.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -298279.875000 Penalty: 2848.368164
	Iteration 27Q: 3 clusters Score -298279.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -298282.906250 Penalty: 2848.368164
	Iteration 28Q: 3 clusters Score -298282.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -298284.437500 Penalty: 2848.368164
	Iteration 29Q: 3 clusters Score -298284.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -298285.968750 Penalty: 2848.368164
	Iteration 30Q: 3 clusters Score -298286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -298286.343750 Penalty: 2848.368164
	Iteration 31Q: 3 clusters Score -298286.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -298287.531250 Penalty: 2848.368164
	Iteration 32Q: 3 clusters Score -298287.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -298287.875000 Penalty: 2848.368164
	Iteration 33Q: 3 clusters Score -298287.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -298289.250000 Penalty: 2848.368164
	Iteration 34Q: 3 clusters Score -298289.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -298288.937500 Penalty: 2848.368164
	Iteration 35Q: 3 clusters Score -298288.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -298289.562500 Penalty: 2848.368164
	Iteration 36Q: 3 clusters Score -298289.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -298289.093750 Penalty: 2848.368164
	Iteration 37Q: 3 clusters Score -298289.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -298289.093750 Penalty: 2848.368164
	Iteration 38F: 3 clusters Score -298289.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 95881 members 
Mstep: Class 3 contains 4864 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 1959 members 
Mstep: Class 6 contains 17894 members 
Mstep: Class 7 contains 10058 members 
Mstep: Class 8 contains 60816 members 
Mstep: Class 9 contains 7886 members 
Mstep: Class 10 contains 99898 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 7158 members 
Mstep: Class 14 contains 8790 members 
Mstep: Class 15 contains 8566 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80219 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7004 members 
Mstep: Class 21 contains 196493 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19548 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8189 members 
Mstep: Class 26 contains 4442 members 
Entering Unmasked Estep 
Score: -35932684.000000 Penalty: 56928.328125
Splitting cluster 5 changes total score from -35933384.000000 to -35932684.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (17894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Entering Unmasked Estep 
Score: -930987.875000 Penalty: 1591.235962
	Iteration 0F: 2 clusters Score -930987.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -918713.875000 Penalty: 3182.471924
	Iteration 0F: 3 clusters Score -918713.9 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -923094.062500 Penalty: 3182.471924
	Iteration 1F: 3 clusters Score -923094.1 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -923512.875000 Penalty: 3182.471924
	Iteration 2F: 3 clusters Score -923512.9 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -923961.500000 Penalty: 3182.471924
	Iteration 3F: 3 clusters Score -923961.5 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -924565.750000 Penalty: 3182.471924
	Iteration 4F: 3 clusters Score -924565.8 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -925381.312500 Penalty: 3182.471924
	Iteration 5F: 3 clusters Score -925381.3 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -926339.500000 Penalty: 3182.471924
	Iteration 6F: 3 clusters Score -926339.5 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -927401.875000 Penalty: 3182.471924
	Iteration 7F: 3 clusters Score -927401.9 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -928341.750000 Penalty: 3182.471924
	Iteration 8F: 3 clusters Score -928341.8 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -928903.625000 Penalty: 3182.471924
	Iteration 9Q: 3 clusters Score -928903.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -929216.250000 Penalty: 3182.471924
	Iteration 10Q: 3 clusters Score -929216.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -929403.500000 Penalty: 3182.471924
	Iteration 11Q: 3 clusters Score -929403.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -929540.812500 Penalty: 3182.471924
	Iteration 12Q: 3 clusters Score -929540.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -929623.125000 Penalty: 3182.471924
	Iteration 13Q: 3 clusters Score -929623.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -929674.000000 Penalty: 3182.471924
	Iteration 14Q: 3 clusters Score -929674 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -929707.625000 Penalty: 3182.471924
	Iteration 15Q: 3 clusters Score -929707.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -929730.500000 Penalty: 3182.471924
	Iteration 16Q: 3 clusters Score -929730.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -929744.937500 Penalty: 3182.471924
	Iteration 17Q: 3 clusters Score -929744.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -929758.625000 Penalty: 3182.471924
	Iteration 18Q: 3 clusters Score -929758.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -929771.875000 Penalty: 3182.471924
	Iteration 19Q: 3 clusters Score -929771.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -929784.062500 Penalty: 3182.471924
	Iteration 20F: 3 clusters Score -929784.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -929792.125000 Penalty: 3182.471924
	Iteration 21Q: 3 clusters Score -929792.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -929800.625000 Penalty: 3182.471924
	Iteration 22Q: 3 clusters Score -929800.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -929811.937500 Penalty: 3182.471924
	Iteration 23Q: 3 clusters Score -929811.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -929818.250000 Penalty: 3182.471924
	Iteration 24Q: 3 clusters Score -929818.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -929829.000000 Penalty: 3182.471924
	Iteration 25Q: 3 clusters Score -929829 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -929833.937500 Penalty: 3182.471924
	Iteration 26Q: 3 clusters Score -929833.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -929845.062500 Penalty: 3182.471924
	Iteration 27Q: 3 clusters Score -929845.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -929857.687500 Penalty: 3182.471924
	Iteration 28Q: 3 clusters Score -929857.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -929864.937500 Penalty: 3182.471924
	Iteration 29Q: 3 clusters Score -929864.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -929872.125000 Penalty: 3182.471924
	Iteration 30Q: 3 clusters Score -929872.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -929876.312500 Penalty: 3182.471924
	Iteration 31Q: 3 clusters Score -929876.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -929885.937500 Penalty: 3182.471924
	Iteration 32Q: 3 clusters Score -929885.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -929885.625000 Penalty: 3182.471924
	Iteration 33Q: 3 clusters Score -929885.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -929891.937500 Penalty: 3182.471924
	Iteration 34Q: 3 clusters Score -929891.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -929896.625000 Penalty: 3182.471924
	Iteration 35Q: 3 clusters Score -929896.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -929902.562500 Penalty: 3182.471924
	Iteration 36Q: 3 clusters Score -929902.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -929904.562500 Penalty: 3182.471924
	Iteration 37Q: 3 clusters Score -929904.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -929907.187500 Penalty: 3182.471924
	Iteration 38Q: 3 clusters Score -929907.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -929910.000000 Penalty: 3182.471924
	Iteration 39Q: 3 clusters Score -929910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -929911.375000 Penalty: 3182.471924
	Iteration 40F: 3 clusters Score -929911.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -929913.750000 Penalty: 3182.471924
	Iteration 41Q: 3 clusters Score -929913.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -929915.125000 Penalty: 3182.471924
	Iteration 42Q: 3 clusters Score -929915.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -929917.750000 Penalty: 3182.471924
	Iteration 43Q: 3 clusters Score -929917.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -929920.500000 Penalty: 3182.471924
	Iteration 44Q: 3 clusters Score -929920.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -929926.000000 Penalty: 3182.471924
	Iteration 45Q: 3 clusters Score -929926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -929928.312500 Penalty: 3182.471924
	Iteration 46Q: 3 clusters Score -929928.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -929930.500000 Penalty: 3182.471924
	Iteration 47Q: 3 clusters Score -929930.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -929937.625000 Penalty: 3182.471924
	Iteration 48Q: 3 clusters Score -929937.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -929936.937500 Penalty: 3182.471924
	Iteration 49Q: 3 clusters Score -929936.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -929941.812500 Penalty: 3182.471924
	Iteration 50Q: 3 clusters Score -929941.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -929942.312500 Penalty: 3182.471924
	Iteration 51Q: 3 clusters Score -929942.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -929950.250000 Penalty: 3182.471924
	Iteration 52Q: 3 clusters Score -929950.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -929954.125000 Penalty: 3182.471924
	Iteration 53Q: 3 clusters Score -929954.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -929956.625000 Penalty: 3182.471924
	Iteration 54Q: 3 clusters Score -929956.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -929959.562500 Penalty: 3182.471924
	Iteration 55Q: 3 clusters Score -929959.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -929960.687500 Penalty: 3182.471924
	Iteration 56Q: 3 clusters Score -929960.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -929960.187500 Penalty: 3182.471924
	Iteration 57Q: 3 clusters Score -929960.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -929964.625000 Penalty: 3182.471924
	Iteration 58Q: 3 clusters Score -929964.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -929968.625000 Penalty: 3182.471924
	Iteration 59Q: 3 clusters Score -929968.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -929971.562500 Penalty: 3182.471924
	Iteration 60F: 3 clusters Score -929971.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -929971.437500 Penalty: 3182.471924
	Iteration 61Q: 3 clusters Score -929971.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -929971.937500 Penalty: 3182.471924
	Iteration 62Q: 3 clusters Score -929971.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -929972.687500 Penalty: 3182.471924
	Iteration 63Q: 3 clusters Score -929972.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -929973.500000 Penalty: 3182.471924
	Iteration 64Q: 3 clusters Score -929973.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -929976.187500 Penalty: 3182.471924
	Iteration 65Q: 3 clusters Score -929976.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -929980.812500 Penalty: 3182.471924
	Iteration 66Q: 3 clusters Score -929980.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -929980.437500 Penalty: 3182.471924
	Iteration 67Q: 3 clusters Score -929980.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -929987.187500 Penalty: 3182.471924
	Iteration 68Q: 3 clusters Score -929987.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -929987.750000 Penalty: 3182.471924
	Iteration 69Q: 3 clusters Score -929987.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -929993.875000 Penalty: 3182.471924
	Iteration 70Q: 3 clusters Score -929993.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -929992.437500 Penalty: 3182.471924
	Iteration 71Q: 3 clusters Score -929992.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -929995.812500 Penalty: 3182.471924
	Iteration 72Q: 3 clusters Score -929995.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -929997.812500 Penalty: 3182.471924
	Iteration 73Q: 3 clusters Score -929997.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -929997.937500 Penalty: 3182.471924
	Iteration 74Q: 3 clusters Score -929997.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -929999.125000 Penalty: 3182.471924
	Iteration 75Q: 3 clusters Score -929999.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -929999.625000 Penalty: 3182.471924
	Iteration 76Q: 3 clusters Score -929999.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -930000.375000 Penalty: 3182.471924
	Iteration 77Q: 3 clusters Score -930000.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -929998.875000 Penalty: 3182.471924
	Iteration 78Q: 3 clusters Score -929998.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -929998.875000 Penalty: 3182.471924
	Iteration 79Q: 3 clusters Score -929998.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -929999.625000 Penalty: 3182.471924
	Iteration 80F: 3 clusters Score -929999.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -929998.937500 Penalty: 3182.471924
	Iteration 81Q: 3 clusters Score -929998.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -929998.875000 Penalty: 3182.471924
	Iteration 82Q: 3 clusters Score -929998.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -930000.500000 Penalty: 3182.471924
	Iteration 83Q: 3 clusters Score -930000.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -930000.625000 Penalty: 3182.471924
	Iteration 84Q: 3 clusters Score -930000.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -930004.437500 Penalty: 3182.471924
	Iteration 85Q: 3 clusters Score -930004.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -930005.937500 Penalty: 3182.471924
	Iteration 86Q: 3 clusters Score -930005.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -930006.875000 Penalty: 3182.471924
	Iteration 87Q: 3 clusters Score -930006.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -930011.125000 Penalty: 3182.471924
	Iteration 88Q: 3 clusters Score -930011.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -930011.875000 Penalty: 3182.471924
	Iteration 89Q: 3 clusters Score -930011.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -930011.625000 Penalty: 3182.471924
	Iteration 90Q: 3 clusters Score -930011.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -930017.062500 Penalty: 3182.471924
	Iteration 91Q: 3 clusters Score -930017.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -930017.437500 Penalty: 3182.471924
	Iteration 92Q: 3 clusters Score -930017.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -930021.437500 Penalty: 3182.471924
	Iteration 93Q: 3 clusters Score -930021.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -930026.375000 Penalty: 3182.471924
	Iteration 94Q: 3 clusters Score -930026.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -930033.875000 Penalty: 3182.471924
	Iteration 95Q: 3 clusters Score -930033.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -930037.812500 Penalty: 3182.471924
	Iteration 96Q: 3 clusters Score -930037.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -930041.625000 Penalty: 3182.471924
	Iteration 97Q: 3 clusters Score -930041.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -930046.062500 Penalty: 3182.471924
	Iteration 98Q: 3 clusters Score -930046.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -930052.812500 Penalty: 3182.471924
	Iteration 99Q: 3 clusters Score -930052.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -930055.937500 Penalty: 3182.471924
	Iteration 100F: 3 clusters Score -930055.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -930060.687500 Penalty: 3182.471924
	Iteration 101Q: 3 clusters Score -930060.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -930065.000000 Penalty: 3182.471924
	Iteration 102Q: 3 clusters Score -930065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -930065.562500 Penalty: 3182.471924
	Iteration 103Q: 3 clusters Score -930065.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -930066.875000 Penalty: 3182.471924
	Iteration 104Q: 3 clusters Score -930066.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -930069.812500 Penalty: 3182.471924
	Iteration 105Q: 3 clusters Score -930069.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -930073.312500 Penalty: 3182.471924
	Iteration 106Q: 3 clusters Score -930073.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -930077.687500 Penalty: 3182.471924
	Iteration 107Q: 3 clusters Score -930077.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -930078.375000 Penalty: 3182.471924
	Iteration 108Q: 3 clusters Score -930078.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -930080.687500 Penalty: 3182.471924
	Iteration 109Q: 3 clusters Score -930080.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -930082.812500 Penalty: 3182.471924
	Iteration 110Q: 3 clusters Score -930082.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -930082.187500 Penalty: 3182.471924
	Iteration 111Q: 3 clusters Score -930082.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -930082.812500 Penalty: 3182.471924
	Iteration 112Q: 3 clusters Score -930082.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -930082.812500 Penalty: 3182.471924
	Iteration 113Q: 3 clusters Score -930082.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -930083.250000 Penalty: 3182.471924
	Iteration 114Q: 3 clusters Score -930083.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -930083.375000 Penalty: 3182.471924
	Iteration 115Q: 3 clusters Score -930083.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -930083.812500 Penalty: 3182.471924
	Iteration 116Q: 3 clusters Score -930083.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -930086.687500 Penalty: 3182.471924
	Iteration 117Q: 3 clusters Score -930086.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -930085.562500 Penalty: 3182.471924
	Iteration 118Q: 3 clusters Score -930085.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -930088.187500 Penalty: 3182.471924
	Iteration 119Q: 3 clusters Score -930088.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -930084.375000 Penalty: 3182.471924
	Iteration 120F: 3 clusters Score -930084.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -930086.937500 Penalty: 3182.471924
	Iteration 121Q: 3 clusters Score -930086.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -930085.375000 Penalty: 3182.471924
	Iteration 122Q: 3 clusters Score -930085.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -930085.750000 Penalty: 3182.471924
	Iteration 123Q: 3 clusters Score -930085.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -930085.750000 Penalty: 3182.471924
	Iteration 124F: 3 clusters Score -930085.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Entering Unmasked Estep 
Score: -460205.156250 Penalty: 1497.620117
	Iteration 0F: 2 clusters Score -460205.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -452993.312500 Penalty: 2995.240234
	Iteration 0F: 3 clusters Score -452993.3 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -455457.593750 Penalty: 2995.240234
	Iteration 1F: 3 clusters Score -455457.6 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -455994.812500 Penalty: 2995.240234
	Iteration 2F: 3 clusters Score -455994.8 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -456554.375000 Penalty: 2995.240234
	Iteration 3F: 3 clusters Score -456554.4 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -457000.531250 Penalty: 2995.240234
	Iteration 4F: 3 clusters Score -457000.5 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -457356.093750 Penalty: 2995.240234
	Iteration 5F: 3 clusters Score -457356.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -457642.500000 Penalty: 2995.240234
	Iteration 6F: 3 clusters Score -457642.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -457940.781250 Penalty: 2995.240234
	Iteration 7Q: 3 clusters Score -457940.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -458224.812500 Penalty: 2995.240234
	Iteration 8Q: 3 clusters Score -458224.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -458509.812500 Penalty: 2995.240234
	Iteration 9Q: 3 clusters Score -458509.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -458814.375000 Penalty: 2995.240234
	Iteration 10Q: 3 clusters Score -458814.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -459118.781250 Penalty: 2995.240234
	Iteration 11Q: 3 clusters Score -459118.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -459423.000000 Penalty: 2995.240234
	Iteration 12Q: 3 clusters Score -459423 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -459676.375000 Penalty: 2995.240234
	Iteration 13Q: 3 clusters Score -459676.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -459887.656250 Penalty: 2995.240234
	Iteration 14Q: 3 clusters Score -459887.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -460045.625000 Penalty: 2995.240234
	Iteration 15Q: 3 clusters Score -460045.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -460150.250000 Penalty: 2995.240234
	Iteration 16Q: 3 clusters Score -460150.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -460219.531250 Penalty: 2995.240234
	Iteration 17Q: 3 clusters Score -460219.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -460260.031250 Penalty: 2995.240234
	Iteration 18Q: 3 clusters Score -460260 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -460291.250000 Penalty: 2995.240234
	Iteration 19Q: 3 clusters Score -460291.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -460309.625000 Penalty: 2995.240234
	Iteration 20F: 3 clusters Score -460309.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -460323.562500 Penalty: 2995.240234
	Iteration 21Q: 3 clusters Score -460323.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -460331.812500 Penalty: 2995.240234
	Iteration 22Q: 3 clusters Score -460331.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -460336.937500 Penalty: 2995.240234
	Iteration 23Q: 3 clusters Score -460336.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -460344.031250 Penalty: 2995.240234
	Iteration 24Q: 3 clusters Score -460344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -460348.468750 Penalty: 2995.240234
	Iteration 25Q: 3 clusters Score -460348.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -460353.406250 Penalty: 2995.240234
	Iteration 26Q: 3 clusters Score -460353.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -460356.687500 Penalty: 2995.240234
	Iteration 27Q: 3 clusters Score -460356.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -460364.781250 Penalty: 2995.240234
	Iteration 28Q: 3 clusters Score -460364.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -460370.312500 Penalty: 2995.240234
	Iteration 29Q: 3 clusters Score -460370.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -460374.125000 Penalty: 2995.240234
	Iteration 30Q: 3 clusters Score -460374.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -460376.875000 Penalty: 2995.240234
	Iteration 31Q: 3 clusters Score -460376.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -460381.187500 Penalty: 2995.240234
	Iteration 32Q: 3 clusters Score -460381.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -460383.593750 Penalty: 2995.240234
	Iteration 33Q: 3 clusters Score -460383.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -460386.343750 Penalty: 2995.240234
	Iteration 34Q: 3 clusters Score -460386.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -460388.750000 Penalty: 2995.240234
	Iteration 35Q: 3 clusters Score -460388.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -460389.750000 Penalty: 2995.240234
	Iteration 36Q: 3 clusters Score -460389.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -460390.093750 Penalty: 2995.240234
	Iteration 37Q: 3 clusters Score -460390.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -460390.218750 Penalty: 2995.240234
	Iteration 38Q: 3 clusters Score -460390.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -460390.968750 Penalty: 2995.240234
	Iteration 39Q: 3 clusters Score -460391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -460390.968750 Penalty: 2995.240234
	Iteration 40F: 3 clusters Score -460391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 95881 members 
Mstep: Class 3 contains 4864 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6401 members 
Mstep: Class 6 contains 17894 members 
Mstep: Class 7 contains 9307 members 
Mstep: Class 8 contains 60816 members 
Mstep: Class 9 contains 7886 members 
Mstep: Class 10 contains 99898 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 7158 members 
Mstep: Class 14 contains 8790 members 
Mstep: Class 15 contains 8566 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80219 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7004 members 
Mstep: Class 21 contains 196493 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19548 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8189 members 
Mstep: Class 26 contains 751 members 
Entering Unmasked Estep 
Score: -35932876.000000 Penalty: 56928.328125
Splitting cluster 7 changes total score from -35933384.000000 to -35932876.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (60816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60816 members 
Entering Unmasked Estep 
Score: -3258585.500000 Penalty: 1790.036255
	Iteration 0F: 2 clusters Score -3258586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -3217978.500000 Penalty: 3580.072510
	Iteration 0F: 3 clusters Score -3217978 nChanged 28624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -3234735.250000 Penalty: 3580.072510
	Iteration 1F: 3 clusters Score -3234735 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -3235743.750000 Penalty: 3580.072510
	Iteration 2Q: 3 clusters Score -3235744 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3237302.000000 Penalty: 3580.072510
	Iteration 3F: 3 clusters Score -3237302 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -3239521.250000 Penalty: 3580.072510
	Iteration 4F: 3 clusters Score -3239521 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -3242325.750000 Penalty: 3580.072510
	Iteration 5F: 3 clusters Score -3242326 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -3245543.750000 Penalty: 3580.072510
	Iteration 6F: 3 clusters Score -3245544 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51672 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -3248592.500000 Penalty: 3580.072510
	Iteration 7F: 3 clusters Score -3248592 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54980 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -3251339.750000 Penalty: 3580.072510
	Iteration 8F: 3 clusters Score -3251340 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57503 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3253671.250000 Penalty: 3580.072510
	Iteration 9Q: 3 clusters Score -3253671 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3255417.000000 Penalty: 3580.072510
	Iteration 10Q: 3 clusters Score -3255417 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60178 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3256350.250000 Penalty: 3580.072510
	Iteration 11Q: 3 clusters Score -3256350 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60532 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3256715.000000 Penalty: 3580.072510
	Iteration 12Q: 3 clusters Score -3256715 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60618 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3256848.250000 Penalty: 3580.072510
	Iteration 13Q: 3 clusters Score -3256848 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3256929.250000 Penalty: 3580.072510
	Iteration 14Q: 3 clusters Score -3256929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60663 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -3256952.250000 Penalty: 3580.072510
	Iteration 15Q: 3 clusters Score -3256952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60666 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3256953.250000 Penalty: 3580.072510
	Iteration 16Q: 3 clusters Score -3256953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -3256961.250000 Penalty: 3580.072510
	Iteration 17Q: 3 clusters Score -3256961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -3256973.750000 Penalty: 3580.072510
	Iteration 18Q: 3 clusters Score -3256974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60666 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3256973.500000 Penalty: 3580.072510
	Iteration 19Q: 3 clusters Score -3256974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -3256978.000000 Penalty: 3580.072510
	Iteration 20F: 3 clusters Score -3256978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Entering Unmasked Estep 
Score: -423886.343750 Penalty: 1458.087158
	Iteration 0F: 2 clusters Score -423886.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -418056.500000 Penalty: 2916.174316
	Iteration 0F: 3 clusters Score -418056.5 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -419833.781250 Penalty: 2916.174316
	Iteration 1F: 3 clusters Score -419833.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -420044.093750 Penalty: 2916.174316
	Iteration 2F: 3 clusters Score -420044.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -420235.875000 Penalty: 2916.174316
	Iteration 3F: 3 clusters Score -420235.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -420405.093750 Penalty: 2916.174316
	Iteration 4Q: 3 clusters Score -420405.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -420526.281250 Penalty: 2916.174316
	Iteration 5Q: 3 clusters Score -420526.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -420628.906250 Penalty: 2916.174316
	Iteration 6Q: 3 clusters Score -420628.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -420725.281250 Penalty: 2916.174316
	Iteration 7Q: 3 clusters Score -420725.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -420818.125000 Penalty: 2916.174316
	Iteration 8Q: 3 clusters Score -420818.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -420923.531250 Penalty: 2916.174316
	Iteration 9Q: 3 clusters Score -420923.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -421023.562500 Penalty: 2916.174316
	Iteration 10Q: 3 clusters Score -421023.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -421104.875000 Penalty: 2916.174316
	Iteration 11Q: 3 clusters Score -421104.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -421188.156250 Penalty: 2916.174316
	Iteration 12Q: 3 clusters Score -421188.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -421271.593750 Penalty: 2916.174316
	Iteration 13Q: 3 clusters Score -421271.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -421361.187500 Penalty: 2916.174316
	Iteration 14Q: 3 clusters Score -421361.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -421448.437500 Penalty: 2916.174316
	Iteration 15Q: 3 clusters Score -421448.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -421532.218750 Penalty: 2916.174316
	Iteration 16Q: 3 clusters Score -421532.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -421595.375000 Penalty: 2916.174316
	Iteration 17Q: 3 clusters Score -421595.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -421667.437500 Penalty: 2916.174316
	Iteration 18Q: 3 clusters Score -421667.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -421755.750000 Penalty: 2916.174316
	Iteration 19Q: 3 clusters Score -421755.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -421839.343750 Penalty: 2916.174316
	Iteration 20F: 3 clusters Score -421839.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -421917.843750 Penalty: 2916.174316
	Iteration 21Q: 3 clusters Score -421917.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -421989.687500 Penalty: 2916.174316
	Iteration 22Q: 3 clusters Score -421989.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -422054.406250 Penalty: 2916.174316
	Iteration 23Q: 3 clusters Score -422054.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -422125.187500 Penalty: 2916.174316
	Iteration 24Q: 3 clusters Score -422125.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -422202.187500 Penalty: 2916.174316
	Iteration 25Q: 3 clusters Score -422202.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -422290.593750 Penalty: 2916.174316
	Iteration 26Q: 3 clusters Score -422290.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -422360.687500 Penalty: 2916.174316
	Iteration 27Q: 3 clusters Score -422360.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -422410.625000 Penalty: 2916.174316
	Iteration 28Q: 3 clusters Score -422410.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -422457.406250 Penalty: 2916.174316
	Iteration 29Q: 3 clusters Score -422457.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -422484.906250 Penalty: 2916.174316
	Iteration 30Q: 3 clusters Score -422484.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -422512.468750 Penalty: 2916.174316
	Iteration 31Q: 3 clusters Score -422512.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -422525.093750 Penalty: 2916.174316
	Iteration 32Q: 3 clusters Score -422525.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -422535.093750 Penalty: 2916.174316
	Iteration 33Q: 3 clusters Score -422535.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -422542.406250 Penalty: 2916.174316
	Iteration 34Q: 3 clusters Score -422542.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -422549.343750 Penalty: 2916.174316
	Iteration 35Q: 3 clusters Score -422549.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -422558.000000 Penalty: 2916.174316
	Iteration 36Q: 3 clusters Score -422558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -422564.625000 Penalty: 2916.174316
	Iteration 37Q: 3 clusters Score -422564.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -422566.437500 Penalty: 2916.174316
	Iteration 38Q: 3 clusters Score -422566.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -422566.437500 Penalty: 2916.174316
	Iteration 39F: 3 clusters Score -422566.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (99898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99898 members 
Entering Unmasked Estep 
Score: -5384084.000000 Penalty: 1870.684570
	Iteration 0F: 2 clusters Score -5384084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -5317531.000000 Penalty: 3741.369141
	Iteration 0F: 3 clusters Score -5317531 nChanged 47918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -5344531.500000 Penalty: 3741.369141
	Iteration 1F: 3 clusters Score -5344532 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
Score: -5344981.000000 Penalty: 3741.369141
	Iteration 2Q: 3 clusters Score -5344981 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 47724 members 
Entering Unmasked Estep 
Score: -5345511.000000 Penalty: 3741.369141
	Iteration 3Q: 3 clusters Score -5345511 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53533 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -5346144.000000 Penalty: 3741.369141
	Iteration 4Q: 3 clusters Score -5346144 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55539 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -5347052.000000 Penalty: 3741.369141
	Iteration 5Q: 3 clusters Score -5347052 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58657 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -5348652.000000 Penalty: 3741.369141
	Iteration 6Q: 3 clusters Score -5348652 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63237 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -5351265.000000 Penalty: 3741.369141
	Iteration 7F: 3 clusters Score -5351265 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69691 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -5355807.000000 Penalty: 3741.369141
	Iteration 8F: 3 clusters Score -5355807 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77951 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -5362540.000000 Penalty: 3741.369141
	Iteration 9F: 3 clusters Score -5362540 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86552 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -5370442.500000 Penalty: 3741.369141
	Iteration 10F: 3 clusters Score -5370442 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93426 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -5376947.500000 Penalty: 3741.369141
	Iteration 11F: 3 clusters Score -5376948 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97125 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -5380285.500000 Penalty: 3741.369141
	Iteration 12Q: 3 clusters Score -5380286 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98661 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5381576.500000 Penalty: 3741.369141
	Iteration 13Q: 3 clusters Score -5381576 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99216 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5382099.500000 Penalty: 3741.369141
	Iteration 14Q: 3 clusters Score -5382100 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99389 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5382320.000000 Penalty: 3741.369141
	Iteration 15Q: 3 clusters Score -5382320 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99435 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5382412.500000 Penalty: 3741.369141
	Iteration 16Q: 3 clusters Score -5382412 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99452 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5382487.000000 Penalty: 3741.369141
	Iteration 17Q: 3 clusters Score -5382487 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99461 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5382519.000000 Penalty: 3741.369141
	Iteration 18Q: 3 clusters Score -5382519 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99464 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5382550.000000 Penalty: 3741.369141
	Iteration 19Q: 3 clusters Score -5382550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99469 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5382559.000000 Penalty: 3741.369141
	Iteration 20F: 3 clusters Score -5382559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99474 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5382570.000000 Penalty: 3741.369141
	Iteration 21Q: 3 clusters Score -5382570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99478 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5382570.500000 Penalty: 3741.369141
	Iteration 22Q: 3 clusters Score -5382570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99484 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5382575.000000 Penalty: 3741.369141
	Iteration 23Q: 3 clusters Score -5382575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99484 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5382580.000000 Penalty: 3741.369141
	Iteration 24Q: 3 clusters Score -5382580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99481 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5382583.000000 Penalty: 3741.369141
	Iteration 25Q: 3 clusters Score -5382583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99484 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5382591.000000 Penalty: 3741.369141
	Iteration 26Q: 3 clusters Score -5382591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99485 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5382586.500000 Penalty: 3741.369141
	Iteration 27Q: 3 clusters Score -5382586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99483 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5382596.500000 Penalty: 3741.369141
	Iteration 28Q: 3 clusters Score -5382596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99483 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5382595.500000 Penalty: 3741.369141
	Iteration 29Q: 3 clusters Score -5382596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99481 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5382593.000000 Penalty: 3741.369141
	Iteration 30Q: 3 clusters Score -5382593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99483 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5382592.000000 Penalty: 3741.369141
	Iteration 31Q: 3 clusters Score -5382592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99486 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5382593.500000 Penalty: 3741.369141
	Iteration 32Q: 3 clusters Score -5382594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99489 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5382595.000000 Penalty: 3741.369141
	Iteration 33Q: 3 clusters Score -5382595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99490 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5382597.500000 Penalty: 3741.369141
	Iteration 34Q: 3 clusters Score -5382598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99491 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5382596.500000 Penalty: 3741.369141
	Iteration 35Q: 3 clusters Score -5382596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99491 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5382596.500000 Penalty: 3741.369141
	Iteration 36F: 3 clusters Score -5382596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Entering Unmasked Estep 
Score: -1475469.000000 Penalty: 1665.587402
	Iteration 0F: 2 clusters Score -1475469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1456410.000000 Penalty: 3331.174805
	Iteration 0F: 3 clusters Score -1456410 nChanged 13041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1463624.125000 Penalty: 3331.174805
	Iteration 1F: 3 clusters Score -1463624 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1464018.625000 Penalty: 3331.174805
	Iteration 2Q: 3 clusters Score -1464019 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1464418.750000 Penalty: 3331.174805
	Iteration 3Q: 3 clusters Score -1464419 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -1464946.125000 Penalty: 3331.174805
	Iteration 4Q: 3 clusters Score -1464946 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -1465798.000000 Penalty: 3331.174805
	Iteration 5F: 3 clusters Score -1465798 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -1467285.875000 Penalty: 3331.174805
	Iteration 6F: 3 clusters Score -1467286 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -1469389.750000 Penalty: 3331.174805
	Iteration 7F: 3 clusters Score -1469390 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -1471548.000000 Penalty: 3331.174805
	Iteration 8F: 3 clusters Score -1471548 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -1472962.625000 Penalty: 3331.174805
	Iteration 9F: 3 clusters Score -1472963 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -1473722.625000 Penalty: 3331.174805
	Iteration 10Q: 3 clusters Score -1473723 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -1474101.000000 Penalty: 3331.174805
	Iteration 11Q: 3 clusters Score -1474101 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -1474291.375000 Penalty: 3331.174805
	Iteration 12Q: 3 clusters Score -1474291 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -1474380.500000 Penalty: 3331.174805
	Iteration 13Q: 3 clusters Score -1474380 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -1474429.250000 Penalty: 3331.174805
	Iteration 14Q: 3 clusters Score -1474429 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -1474463.000000 Penalty: 3331.174805
	Iteration 15Q: 3 clusters Score -1474463 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -1474473.375000 Penalty: 3331.174805
	Iteration 16Q: 3 clusters Score -1474473 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -1474485.375000 Penalty: 3331.174805
	Iteration 17Q: 3 clusters Score -1474485 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -1474483.125000 Penalty: 3331.174805
	Iteration 18Q: 3 clusters Score -1474483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -1474487.750000 Penalty: 3331.174805
	Iteration 19Q: 3 clusters Score -1474488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -1474492.250000 Penalty: 3331.174805
	Iteration 20F: 3 clusters Score -1474492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -1474495.500000 Penalty: 3331.174805
	Iteration 21Q: 3 clusters Score -1474496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -1474495.125000 Penalty: 3331.174805
	Iteration 22Q: 3 clusters Score -1474495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -1474496.375000 Penalty: 3331.174805
	Iteration 23Q: 3 clusters Score -1474496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -1474494.500000 Penalty: 3331.174805
	Iteration 24Q: 3 clusters Score -1474494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -1474493.000000 Penalty: 3331.174805
	Iteration 25Q: 3 clusters Score -1474493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -1474492.875000 Penalty: 3331.174805
	Iteration 26Q: 3 clusters Score -1474493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -1474493.750000 Penalty: 3331.174805
	Iteration 27Q: 3 clusters Score -1474494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -1474494.625000 Penalty: 3331.174805
	Iteration 28Q: 3 clusters Score -1474495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -1474495.625000 Penalty: 3331.174805
	Iteration 29Q: 3 clusters Score -1474496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -1474495.625000 Penalty: 3331.174805
	Iteration 30F: 3 clusters Score -1474496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Entering Unmasked Estep 
Score: -125032.375000 Penalty: 1318.383057
	Iteration 0F: 2 clusters Score -125032.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -122057.882812 Penalty: 2636.766113
	Iteration 0F: 3 clusters Score -122057.9 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -123066.640625 Penalty: 2636.766113
	Iteration 1F: 3 clusters Score -123066.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -123438.148438 Penalty: 2636.766113
	Iteration 2F: 3 clusters Score -123438.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -123705.195312 Penalty: 2636.766113
	Iteration 3F: 3 clusters Score -123705.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -123931.914062 Penalty: 2636.766113
	Iteration 4F: 3 clusters Score -123931.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -124183.960938 Penalty: 2636.766113
	Iteration 5F: 3 clusters Score -124184 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -124372.867188 Penalty: 2636.766113
	Iteration 6Q: 3 clusters Score -124372.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -124477.757812 Penalty: 2636.766113
	Iteration 7Q: 3 clusters Score -124477.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -124539.250000 Penalty: 2636.766113
	Iteration 8Q: 3 clusters Score -124539.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -124592.171875 Penalty: 2636.766113
	Iteration 9Q: 3 clusters Score -124592.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -124631.835938 Penalty: 2636.766113
	Iteration 10Q: 3 clusters Score -124631.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -124658.945312 Penalty: 2636.766113
	Iteration 11Q: 3 clusters Score -124658.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -124676.398438 Penalty: 2636.766113
	Iteration 12Q: 3 clusters Score -124676.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -124688.867188 Penalty: 2636.766113
	Iteration 13Q: 3 clusters Score -124688.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -124700.078125 Penalty: 2636.766113
	Iteration 14Q: 3 clusters Score -124700.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -124711.906250 Penalty: 2636.766113
	Iteration 15Q: 3 clusters Score -124711.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -124718.312500 Penalty: 2636.766113
	Iteration 16Q: 3 clusters Score -124718.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -124722.453125 Penalty: 2636.766113
	Iteration 17Q: 3 clusters Score -124722.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -124725.554688 Penalty: 2636.766113
	Iteration 18Q: 3 clusters Score -124725.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -124726.328125 Penalty: 2636.766113
	Iteration 19Q: 3 clusters Score -124726.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -124726.328125 Penalty: 2636.766113
	Iteration 20F: 3 clusters Score -124726.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Entering Unmasked Estep 
Score: -363077.500000 Penalty: 1442.347778
	Iteration 0F: 2 clusters Score -363077.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -357789.281250 Penalty: 2884.695557
	Iteration 0F: 3 clusters Score -357789.3 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -359422.468750 Penalty: 2884.695557
	Iteration 1F: 3 clusters Score -359422.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -359681.937500 Penalty: 2884.695557
	Iteration 2F: 3 clusters Score -359681.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -359908.093750 Penalty: 2884.695557
	Iteration 3F: 3 clusters Score -359908.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -360120.625000 Penalty: 2884.695557
	Iteration 4F: 3 clusters Score -360120.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -360377.968750 Penalty: 2884.695557
	Iteration 5F: 3 clusters Score -360378 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -360643.468750 Penalty: 2884.695557
	Iteration 6F: 3 clusters Score -360643.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -360880.843750 Penalty: 2884.695557
	Iteration 7Q: 3 clusters Score -360880.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -361087.531250 Penalty: 2884.695557
	Iteration 8Q: 3 clusters Score -361087.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -361257.781250 Penalty: 2884.695557
	Iteration 9Q: 3 clusters Score -361257.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -361387.968750 Penalty: 2884.695557
	Iteration 10Q: 3 clusters Score -361388 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -361498.218750 Penalty: 2884.695557
	Iteration 11Q: 3 clusters Score -361498.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -361586.000000 Penalty: 2884.695557
	Iteration 12Q: 3 clusters Score -361586 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -361638.625000 Penalty: 2884.695557
	Iteration 13Q: 3 clusters Score -361638.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -361670.875000 Penalty: 2884.695557
	Iteration 14Q: 3 clusters Score -361670.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -361690.750000 Penalty: 2884.695557
	Iteration 15Q: 3 clusters Score -361690.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -361698.812500 Penalty: 2884.695557
	Iteration 16Q: 3 clusters Score -361698.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -361706.375000 Penalty: 2884.695557
	Iteration 17Q: 3 clusters Score -361706.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -361712.562500 Penalty: 2884.695557
	Iteration 18Q: 3 clusters Score -361712.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -361719.937500 Penalty: 2884.695557
	Iteration 19Q: 3 clusters Score -361719.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -361727.312500 Penalty: 2884.695557
	Iteration 20F: 3 clusters Score -361727.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -361735.843750 Penalty: 2884.695557
	Iteration 21Q: 3 clusters Score -361735.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -361742.718750 Penalty: 2884.695557
	Iteration 22Q: 3 clusters Score -361742.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -361748.125000 Penalty: 2884.695557
	Iteration 23Q: 3 clusters Score -361748.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -361750.343750 Penalty: 2884.695557
	Iteration 24Q: 3 clusters Score -361750.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -361753.656250 Penalty: 2884.695557
	Iteration 25Q: 3 clusters Score -361753.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -361755.656250 Penalty: 2884.695557
	Iteration 26Q: 3 clusters Score -361755.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -361757.375000 Penalty: 2884.695557
	Iteration 27Q: 3 clusters Score -361757.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -361757.593750 Penalty: 2884.695557
	Iteration 28Q: 3 clusters Score -361757.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -361758.375000 Penalty: 2884.695557
	Iteration 29Q: 3 clusters Score -361758.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -361759.000000 Penalty: 2884.695557
	Iteration 30Q: 3 clusters Score -361759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -361759.437500 Penalty: 2884.695557
	Iteration 31Q: 3 clusters Score -361759.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -361759.437500 Penalty: 2884.695557
	Iteration 32F: 3 clusters Score -361759.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Entering Unmasked Estep 
Score: -440378.750000 Penalty: 1475.722656
	Iteration 0F: 2 clusters Score -440378.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -433950.000000 Penalty: 2951.445312
	Iteration 0F: 3 clusters Score -433950 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -436171.375000 Penalty: 2951.445312
	Iteration 1F: 3 clusters Score -436171.4 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -436958.937500 Penalty: 2951.445312
	Iteration 2F: 3 clusters Score -436958.9 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -437785.843750 Penalty: 2951.445312
	Iteration 3F: 3 clusters Score -437785.8 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -438512.500000 Penalty: 2951.445312
	Iteration 4F: 3 clusters Score -438512.5 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -439011.781250 Penalty: 2951.445312
	Iteration 5F: 3 clusters Score -439011.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -439339.062500 Penalty: 2951.445312
	Iteration 6F: 3 clusters Score -439339.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -439538.218750 Penalty: 2951.445312
	Iteration 7Q: 3 clusters Score -439538.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -439658.781250 Penalty: 2951.445312
	Iteration 8Q: 3 clusters Score -439658.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -439746.750000 Penalty: 2951.445312
	Iteration 9Q: 3 clusters Score -439746.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -439813.812500 Penalty: 2951.445312
	Iteration 10Q: 3 clusters Score -439813.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -439859.812500 Penalty: 2951.445312
	Iteration 11Q: 3 clusters Score -439859.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -439900.593750 Penalty: 2951.445312
	Iteration 12Q: 3 clusters Score -439900.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -439933.562500 Penalty: 2951.445312
	Iteration 13Q: 3 clusters Score -439933.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -439966.625000 Penalty: 2951.445312
	Iteration 14Q: 3 clusters Score -439966.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -439990.343750 Penalty: 2951.445312
	Iteration 15Q: 3 clusters Score -439990.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -440009.062500 Penalty: 2951.445312
	Iteration 16Q: 3 clusters Score -440009.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -440026.500000 Penalty: 2951.445312
	Iteration 17Q: 3 clusters Score -440026.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -440039.093750 Penalty: 2951.445312
	Iteration 18Q: 3 clusters Score -440039.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -440047.625000 Penalty: 2951.445312
	Iteration 19Q: 3 clusters Score -440047.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -440052.781250 Penalty: 2951.445312
	Iteration 20F: 3 clusters Score -440052.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -440057.250000 Penalty: 2951.445312
	Iteration 21Q: 3 clusters Score -440057.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -440061.500000 Penalty: 2951.445312
	Iteration 22Q: 3 clusters Score -440061.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -440064.031250 Penalty: 2951.445312
	Iteration 23Q: 3 clusters Score -440064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -440064.812500 Penalty: 2951.445312
	Iteration 24Q: 3 clusters Score -440064.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -440067.000000 Penalty: 2951.445312
	Iteration 25Q: 3 clusters Score -440067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -440068.843750 Penalty: 2951.445312
	Iteration 26Q: 3 clusters Score -440068.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -440069.156250 Penalty: 2951.445312
	Iteration 27Q: 3 clusters Score -440069.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -440069.156250 Penalty: 2951.445312
	Iteration 28F: 3 clusters Score -440069.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Entering Unmasked Estep 
Score: -418720.500000 Penalty: 1471.527954
	Iteration 0F: 2 clusters Score -418720.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -412400.531250 Penalty: 2943.055908
	Iteration 0F: 3 clusters Score -412400.5 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -414425.937500 Penalty: 2943.055908
	Iteration 1F: 3 clusters Score -414425.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -414714.718750 Penalty: 2943.055908
	Iteration 2F: 3 clusters Score -414714.7 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -414933.468750 Penalty: 2943.055908
	Iteration 3F: 3 clusters Score -414933.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -415137.187500 Penalty: 2943.055908
	Iteration 4Q: 3 clusters Score -415137.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -415329.000000 Penalty: 2943.055908
	Iteration 5Q: 3 clusters Score -415329 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -415543.625000 Penalty: 2943.055908
	Iteration 6Q: 3 clusters Score -415543.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -415759.875000 Penalty: 2943.055908
	Iteration 7Q: 3 clusters Score -415759.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -415930.656250 Penalty: 2943.055908
	Iteration 8Q: 3 clusters Score -415930.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -416099.000000 Penalty: 2943.055908
	Iteration 9Q: 3 clusters Score -416099 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -416259.875000 Penalty: 2943.055908
	Iteration 10Q: 3 clusters Score -416259.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -416410.437500 Penalty: 2943.055908
	Iteration 11Q: 3 clusters Score -416410.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -416523.875000 Penalty: 2943.055908
	Iteration 12Q: 3 clusters Score -416523.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -416602.906250 Penalty: 2943.055908
	Iteration 13Q: 3 clusters Score -416602.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -416673.250000 Penalty: 2943.055908
	Iteration 14Q: 3 clusters Score -416673.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -416746.625000 Penalty: 2943.055908
	Iteration 15Q: 3 clusters Score -416746.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -416816.437500 Penalty: 2943.055908
	Iteration 16Q: 3 clusters Score -416816.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -416868.593750 Penalty: 2943.055908
	Iteration 17Q: 3 clusters Score -416868.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -416928.906250 Penalty: 2943.055908
	Iteration 18Q: 3 clusters Score -416928.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -417010.343750 Penalty: 2943.055908
	Iteration 19Q: 3 clusters Score -417010.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -417075.812500 Penalty: 2943.055908
	Iteration 20F: 3 clusters Score -417075.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -417129.562500 Penalty: 2943.055908
	Iteration 21Q: 3 clusters Score -417129.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -417178.031250 Penalty: 2943.055908
	Iteration 22Q: 3 clusters Score -417178 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -417227.625000 Penalty: 2943.055908
	Iteration 23Q: 3 clusters Score -417227.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -417274.062500 Penalty: 2943.055908
	Iteration 24Q: 3 clusters Score -417274.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -417304.156250 Penalty: 2943.055908
	Iteration 25Q: 3 clusters Score -417304.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -417322.250000 Penalty: 2943.055908
	Iteration 26Q: 3 clusters Score -417322.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -417333.375000 Penalty: 2943.055908
	Iteration 27Q: 3 clusters Score -417333.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -417341.218750 Penalty: 2943.055908
	Iteration 28Q: 3 clusters Score -417341.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -417353.343750 Penalty: 2943.055908
	Iteration 29Q: 3 clusters Score -417353.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -417358.031250 Penalty: 2943.055908
	Iteration 30Q: 3 clusters Score -417358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -417363.843750 Penalty: 2943.055908
	Iteration 31Q: 3 clusters Score -417363.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -417369.375000 Penalty: 2943.055908
	Iteration 32Q: 3 clusters Score -417369.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -417371.687500 Penalty: 2943.055908
	Iteration 33Q: 3 clusters Score -417371.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -417376.000000 Penalty: 2943.055908
	Iteration 34Q: 3 clusters Score -417376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -417381.375000 Penalty: 2943.055908
	Iteration 35Q: 3 clusters Score -417381.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -417385.312500 Penalty: 2943.055908
	Iteration 36Q: 3 clusters Score -417385.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -417390.625000 Penalty: 2943.055908
	Iteration 37Q: 3 clusters Score -417390.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -417394.906250 Penalty: 2943.055908
	Iteration 38Q: 3 clusters Score -417394.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -417400.906250 Penalty: 2943.055908
	Iteration 39Q: 3 clusters Score -417400.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -417407.375000 Penalty: 2943.055908
	Iteration 40F: 3 clusters Score -417407.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -417414.875000 Penalty: 2943.055908
	Iteration 41Q: 3 clusters Score -417414.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -417424.281250 Penalty: 2943.055908
	Iteration 42Q: 3 clusters Score -417424.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -417434.718750 Penalty: 2943.055908
	Iteration 43Q: 3 clusters Score -417434.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -417442.437500 Penalty: 2943.055908
	Iteration 44Q: 3 clusters Score -417442.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -417449.937500 Penalty: 2943.055908
	Iteration 45Q: 3 clusters Score -417449.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -417452.125000 Penalty: 2943.055908
	Iteration 46Q: 3 clusters Score -417452.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -417452.656250 Penalty: 2943.055908
	Iteration 47Q: 3 clusters Score -417452.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -417455.187500 Penalty: 2943.055908
	Iteration 48Q: 3 clusters Score -417455.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -417455.500000 Penalty: 2943.055908
	Iteration 49Q: 3 clusters Score -417455.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -417458.437500 Penalty: 2943.055908
	Iteration 50Q: 3 clusters Score -417458.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -417461.312500 Penalty: 2943.055908
	Iteration 51Q: 3 clusters Score -417461.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -417464.375000 Penalty: 2943.055908
	Iteration 52Q: 3 clusters Score -417464.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -417469.156250 Penalty: 2943.055908
	Iteration 53Q: 3 clusters Score -417469.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -417472.625000 Penalty: 2943.055908
	Iteration 54Q: 3 clusters Score -417472.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -417475.625000 Penalty: 2943.055908
	Iteration 55Q: 3 clusters Score -417475.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -417478.312500 Penalty: 2943.055908
	Iteration 56Q: 3 clusters Score -417478.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -417484.031250 Penalty: 2943.055908
	Iteration 57Q: 3 clusters Score -417484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -417487.437500 Penalty: 2943.055908
	Iteration 58Q: 3 clusters Score -417487.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -417493.625000 Penalty: 2943.055908
	Iteration 59Q: 3 clusters Score -417493.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -417500.531250 Penalty: 2943.055908
	Iteration 60F: 3 clusters Score -417500.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -417508.031250 Penalty: 2943.055908
	Iteration 61Q: 3 clusters Score -417508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -417518.281250 Penalty: 2943.055908
	Iteration 62Q: 3 clusters Score -417518.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -417524.468750 Penalty: 2943.055908
	Iteration 63Q: 3 clusters Score -417524.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -417528.843750 Penalty: 2943.055908
	Iteration 64Q: 3 clusters Score -417528.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -417533.500000 Penalty: 2943.055908
	Iteration 65Q: 3 clusters Score -417533.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -417541.125000 Penalty: 2943.055908
	Iteration 66Q: 3 clusters Score -417541.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -417545.468750 Penalty: 2943.055908
	Iteration 67Q: 3 clusters Score -417545.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -417545.843750 Penalty: 2943.055908
	Iteration 68Q: 3 clusters Score -417545.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -417549.625000 Penalty: 2943.055908
	Iteration 69Q: 3 clusters Score -417549.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -417558.031250 Penalty: 2943.055908
	Iteration 70Q: 3 clusters Score -417558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -417562.125000 Penalty: 2943.055908
	Iteration 71Q: 3 clusters Score -417562.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -417566.812500 Penalty: 2943.055908
	Iteration 72Q: 3 clusters Score -417566.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -417569.750000 Penalty: 2943.055908
	Iteration 73Q: 3 clusters Score -417569.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -417570.187500 Penalty: 2943.055908
	Iteration 74Q: 3 clusters Score -417570.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -417572.312500 Penalty: 2943.055908
	Iteration 75Q: 3 clusters Score -417572.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -417572.656250 Penalty: 2943.055908
	Iteration 76Q: 3 clusters Score -417572.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -417573.875000 Penalty: 2943.055908
	Iteration 77Q: 3 clusters Score -417573.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -417574.781250 Penalty: 2943.055908
	Iteration 78Q: 3 clusters Score -417574.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -417575.031250 Penalty: 2943.055908
	Iteration 79Q: 3 clusters Score -417575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -417575.375000 Penalty: 2943.055908
	Iteration 80F: 3 clusters Score -417575.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -417576.375000 Penalty: 2943.055908
	Iteration 81Q: 3 clusters Score -417576.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -417576.562500 Penalty: 2943.055908
	Iteration 82Q: 3 clusters Score -417576.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -417577.500000 Penalty: 2943.055908
	Iteration 83Q: 3 clusters Score -417577.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -417577.750000 Penalty: 2943.055908
	Iteration 84Q: 3 clusters Score -417577.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -417579.093750 Penalty: 2943.055908
	Iteration 85Q: 3 clusters Score -417579.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -417579.218750 Penalty: 2943.055908
	Iteration 86Q: 3 clusters Score -417579.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -417579.218750 Penalty: 2943.055908
	Iteration 87F: 3 clusters Score -417579.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Entering Unmasked Estep 
Score: -293872.812500 Penalty: 1399.856445
	Iteration 0F: 2 clusters Score -293872.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -289577.125000 Penalty: 2799.712891
	Iteration 0F: 3 clusters Score -289577.1 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -290757.218750 Penalty: 2799.712891
	Iteration 1F: 3 clusters Score -290757.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -290930.093750 Penalty: 2799.712891
	Iteration 2F: 3 clusters Score -290930.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -291070.812500 Penalty: 2799.712891
	Iteration 3F: 3 clusters Score -291070.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -291181.687500 Penalty: 2799.712891
	Iteration 4Q: 3 clusters Score -291181.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -291269.625000 Penalty: 2799.712891
	Iteration 5Q: 3 clusters Score -291269.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -291341.125000 Penalty: 2799.712891
	Iteration 6Q: 3 clusters Score -291341.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -291409.093750 Penalty: 2799.712891
	Iteration 7Q: 3 clusters Score -291409.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -291479.343750 Penalty: 2799.712891
	Iteration 8Q: 3 clusters Score -291479.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -291561.781250 Penalty: 2799.712891
	Iteration 9Q: 3 clusters Score -291561.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -291656.625000 Penalty: 2799.712891
	Iteration 10Q: 3 clusters Score -291656.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -291756.062500 Penalty: 2799.712891
	Iteration 11Q: 3 clusters Score -291756.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -291867.500000 Penalty: 2799.712891
	Iteration 12Q: 3 clusters Score -291867.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -291983.437500 Penalty: 2799.712891
	Iteration 13Q: 3 clusters Score -291983.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -292098.437500 Penalty: 2799.712891
	Iteration 14Q: 3 clusters Score -292098.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -292217.468750 Penalty: 2799.712891
	Iteration 15Q: 3 clusters Score -292217.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -292327.406250 Penalty: 2799.712891
	Iteration 16Q: 3 clusters Score -292327.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -292430.562500 Penalty: 2799.712891
	Iteration 17Q: 3 clusters Score -292430.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -292505.968750 Penalty: 2799.712891
	Iteration 18Q: 3 clusters Score -292506 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -292570.968750 Penalty: 2799.712891
	Iteration 19Q: 3 clusters Score -292571 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -292611.375000 Penalty: 2799.712891
	Iteration 20F: 3 clusters Score -292611.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -292629.250000 Penalty: 2799.712891
	Iteration 21Q: 3 clusters Score -292629.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -292641.375000 Penalty: 2799.712891
	Iteration 22Q: 3 clusters Score -292641.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -292650.593750 Penalty: 2799.712891
	Iteration 23Q: 3 clusters Score -292650.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -292659.718750 Penalty: 2799.712891
	Iteration 24Q: 3 clusters Score -292659.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -292669.437500 Penalty: 2799.712891
	Iteration 25Q: 3 clusters Score -292669.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -292675.875000 Penalty: 2799.712891
	Iteration 26Q: 3 clusters Score -292675.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -292683.687500 Penalty: 2799.712891
	Iteration 27Q: 3 clusters Score -292683.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -292691.312500 Penalty: 2799.712891
	Iteration 28Q: 3 clusters Score -292691.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -292695.281250 Penalty: 2799.712891
	Iteration 29Q: 3 clusters Score -292695.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -292700.093750 Penalty: 2799.712891
	Iteration 30Q: 3 clusters Score -292700.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -292703.187500 Penalty: 2799.712891
	Iteration 31Q: 3 clusters Score -292703.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -292703.968750 Penalty: 2799.712891
	Iteration 32Q: 3 clusters Score -292704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -292703.968750 Penalty: 2799.712891
	Iteration 33F: 3 clusters Score -292704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (80219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80219 members 
Entering Unmasked Estep 
Score: -4292453.500000 Penalty: 1835.033813
	Iteration 0F: 2 clusters Score -4292454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -4238850.500000 Penalty: 3670.067627
	Iteration 0F: 3 clusters Score -4238850 nChanged 38252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -4261165.000000 Penalty: 3670.067627
	Iteration 1F: 3 clusters Score -4261165 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -4262186.500000 Penalty: 3670.067627
	Iteration 2Q: 3 clusters Score -4262186 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -4263559.000000 Penalty: 3670.067627
	Iteration 3Q: 3 clusters Score -4263559 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -4265397.500000 Penalty: 3670.067627
	Iteration 4Q: 3 clusters Score -4265398 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -4267994.500000 Penalty: 3670.067627
	Iteration 5F: 3 clusters Score -4267994 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 55373 members 
Entering Unmasked Estep 
Score: -4271443.000000 Penalty: 3670.067627
	Iteration 6F: 3 clusters Score -4271443 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -4275733.000000 Penalty: 3670.067627
	Iteration 7F: 3 clusters Score -4275733 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 65594 members 
Entering Unmasked Estep 
Score: -4280031.000000 Penalty: 3670.067627
	Iteration 8F: 3 clusters Score -4280031 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 69929 members 
Entering Unmasked Estep 
Score: -4283665.500000 Penalty: 3670.067627
	Iteration 9F: 3 clusters Score -4283666 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 73226 members 
Entering Unmasked Estep 
Score: -4286391.000000 Penalty: 3670.067627
	Iteration 10Q: 3 clusters Score -4286391 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 75442 members 
Entering Unmasked Estep 
Score: -4288050.500000 Penalty: 3670.067627
	Iteration 11Q: 3 clusters Score -4288050 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 76955 members 
Entering Unmasked Estep 
Score: -4289176.000000 Penalty: 3670.067627
	Iteration 12Q: 3 clusters Score -4289176 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 77916 members 
Entering Unmasked Estep 
Score: -4289850.000000 Penalty: 3670.067627
	Iteration 13Q: 3 clusters Score -4289850 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 78520 members 
Entering Unmasked Estep 
Score: -4290250.000000 Penalty: 3670.067627
	Iteration 14Q: 3 clusters Score -4290250 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 78906 members 
Entering Unmasked Estep 
Score: -4290505.500000 Penalty: 3670.067627
	Iteration 15Q: 3 clusters Score -4290506 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 79156 members 
Entering Unmasked Estep 
Score: -4290633.500000 Penalty: 3670.067627
	Iteration 16Q: 3 clusters Score -4290634 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 79297 members 
Entering Unmasked Estep 
Score: -4290727.000000 Penalty: 3670.067627
	Iteration 17Q: 3 clusters Score -4290727 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 79395 members 
Entering Unmasked Estep 
Score: -4290779.500000 Penalty: 3670.067627
	Iteration 18Q: 3 clusters Score -4290780 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 79472 members 
Entering Unmasked Estep 
Score: -4290832.000000 Penalty: 3670.067627
	Iteration 19Q: 3 clusters Score -4290832 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 79532 members 
Entering Unmasked Estep 
Score: -4290863.500000 Penalty: 3670.067627
	Iteration 20F: 3 clusters Score -4290864 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 79580 members 
Entering Unmasked Estep 
Score: -4290889.000000 Penalty: 3670.067627
	Iteration 21Q: 3 clusters Score -4290889 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 79617 members 
Entering Unmasked Estep 
Score: -4290914.000000 Penalty: 3670.067627
	Iteration 22Q: 3 clusters Score -4290914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 79648 members 
Entering Unmasked Estep 
Score: -4290944.000000 Penalty: 3670.067627
	Iteration 23Q: 3 clusters Score -4290944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 79669 members 
Entering Unmasked Estep 
Score: -4290952.000000 Penalty: 3670.067627
	Iteration 24Q: 3 clusters Score -4290952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 79682 members 
Entering Unmasked Estep 
Score: -4290971.500000 Penalty: 3670.067627
	Iteration 25Q: 3 clusters Score -4290972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 79691 members 
Entering Unmasked Estep 
Score: -4290984.500000 Penalty: 3670.067627
	Iteration 26Q: 3 clusters Score -4290984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 79695 members 
Entering Unmasked Estep 
Score: -4290983.500000 Penalty: 3670.067627
	Iteration 27Q: 3 clusters Score -4290984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 79696 members 
Entering Unmasked Estep 
Score: -4291001.500000 Penalty: 3670.067627
	Iteration 28Q: 3 clusters Score -4291002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 79702 members 
Entering Unmasked Estep 
Score: -4291005.500000 Penalty: 3670.067627
	Iteration 29Q: 3 clusters Score -4291006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 79706 members 
Entering Unmasked Estep 
Score: -4291009.500000 Penalty: 3670.067627
	Iteration 30Q: 3 clusters Score -4291010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 79711 members 
Entering Unmasked Estep 
Score: -4291005.000000 Penalty: 3670.067627
	Iteration 31Q: 3 clusters Score -4291005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 79716 members 
Entering Unmasked Estep 
Score: -4291007.500000 Penalty: 3670.067627
	Iteration 32Q: 3 clusters Score -4291008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 79719 members 
Entering Unmasked Estep 
Score: -4291009.000000 Penalty: 3670.067627
	Iteration 33Q: 3 clusters Score -4291009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 79726 members 
Entering Unmasked Estep 
Score: -4291011.500000 Penalty: 3670.067627
	Iteration 34Q: 3 clusters Score -4291012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 79732 members 
Entering Unmasked Estep 
Score: -4291013.000000 Penalty: 3670.067627
	Iteration 35Q: 3 clusters Score -4291013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 79745 members 
Entering Unmasked Estep 
Score: -4291026.500000 Penalty: 3670.067627
	Iteration 36Q: 3 clusters Score -4291026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 79760 members 
Entering Unmasked Estep 
Score: -4291048.000000 Penalty: 3670.067627
	Iteration 37Q: 3 clusters Score -4291048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 79776 members 
Entering Unmasked Estep 
Score: -4291081.000000 Penalty: 3670.067627
	Iteration 38Q: 3 clusters Score -4291081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 79789 members 
Entering Unmasked Estep 
Score: -4291124.000000 Penalty: 3670.067627
	Iteration 39Q: 3 clusters Score -4291124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 79797 members 
Entering Unmasked Estep 
Score: -4291157.000000 Penalty: 3670.067627
	Iteration 40F: 3 clusters Score -4291157 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 79799 members 
Entering Unmasked Estep 
Score: -4291190.000000 Penalty: 3670.067627
	Iteration 41Q: 3 clusters Score -4291190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 79797 members 
Entering Unmasked Estep 
Score: -4291209.500000 Penalty: 3670.067627
	Iteration 42Q: 3 clusters Score -4291210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 79789 members 
Entering Unmasked Estep 
Score: -4291229.500000 Penalty: 3670.067627
	Iteration 43Q: 3 clusters Score -4291230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 79781 members 
Entering Unmasked Estep 
Score: -4291249.500000 Penalty: 3670.067627
	Iteration 44Q: 3 clusters Score -4291250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 79769 members 
Entering Unmasked Estep 
Score: -4291254.000000 Penalty: 3670.067627
	Iteration 45Q: 3 clusters Score -4291254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 79757 members 
Entering Unmasked Estep 
Score: -4291266.500000 Penalty: 3670.067627
	Iteration 46Q: 3 clusters Score -4291266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 79746 members 
Entering Unmasked Estep 
Score: -4291263.000000 Penalty: 3670.067627
	Iteration 47Q: 3 clusters Score -4291263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -4291269.000000 Penalty: 3670.067627
	Iteration 48Q: 3 clusters Score -4291269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 79727 members 
Entering Unmasked Estep 
Score: -4291274.000000 Penalty: 3670.067627
	Iteration 49Q: 3 clusters Score -4291274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 79724 members 
Entering Unmasked Estep 
Score: -4291286.000000 Penalty: 3670.067627
	Iteration 50Q: 3 clusters Score -4291286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 79717 members 
Entering Unmasked Estep 
Score: -4291289.000000 Penalty: 3670.067627
	Iteration 51Q: 3 clusters Score -4291289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 79706 members 
Entering Unmasked Estep 
Score: -4291302.500000 Penalty: 3670.067627
	Iteration 52Q: 3 clusters Score -4291302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 79698 members 
Entering Unmasked Estep 
Score: -4291314.500000 Penalty: 3670.067627
	Iteration 53Q: 3 clusters Score -4291314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 79685 members 
Entering Unmasked Estep 
Score: -4291314.500000 Penalty: 3670.067627
	Iteration 54Q: 3 clusters Score -4291314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 79676 members 
Entering Unmasked Estep 
Score: -4291327.000000 Penalty: 3670.067627
	Iteration 55Q: 3 clusters Score -4291327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 79673 members 
Entering Unmasked Estep 
Score: -4291333.000000 Penalty: 3670.067627
	Iteration 56Q: 3 clusters Score -4291333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 79667 members 
Entering Unmasked Estep 
Score: -4291335.500000 Penalty: 3670.067627
	Iteration 57Q: 3 clusters Score -4291336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 79658 members 
Entering Unmasked Estep 
Score: -4291337.500000 Penalty: 3670.067627
	Iteration 58Q: 3 clusters Score -4291338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 79655 members 
Entering Unmasked Estep 
Score: -4291338.500000 Penalty: 3670.067627
	Iteration 59Q: 3 clusters Score -4291338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 79650 members 
Entering Unmasked Estep 
Score: -4291340.500000 Penalty: 3670.067627
	Iteration 60F: 3 clusters Score -4291340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 79644 members 
Entering Unmasked Estep 
Score: -4291345.000000 Penalty: 3670.067627
	Iteration 61Q: 3 clusters Score -4291345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 79639 members 
Entering Unmasked Estep 
Score: -4291345.000000 Penalty: 3670.067627
	Iteration 62Q: 3 clusters Score -4291345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 79634 members 
Entering Unmasked Estep 
Score: -4291344.000000 Penalty: 3670.067627
	Iteration 63Q: 3 clusters Score -4291344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 79629 members 
Entering Unmasked Estep 
Score: -4291352.000000 Penalty: 3670.067627
	Iteration 64Q: 3 clusters Score -4291352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 79627 members 
Entering Unmasked Estep 
Score: -4291348.500000 Penalty: 3670.067627
	Iteration 65Q: 3 clusters Score -4291348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -4291347.000000 Penalty: 3670.067627
	Iteration 66Q: 3 clusters Score -4291347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 79624 members 
Entering Unmasked Estep 
Score: -4291345.500000 Penalty: 3670.067627
	Iteration 67Q: 3 clusters Score -4291346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 79622 members 
Entering Unmasked Estep 
Score: -4291341.000000 Penalty: 3670.067627
	Iteration 68Q: 3 clusters Score -4291341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 79619 members 
Entering Unmasked Estep 
Score: -4291347.500000 Penalty: 3670.067627
	Iteration 69Q: 3 clusters Score -4291348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 79616 members 
Entering Unmasked Estep 
Score: -4291349.500000 Penalty: 3670.067627
	Iteration 70Q: 3 clusters Score -4291350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 79612 members 
Entering Unmasked Estep 
Score: -4291351.000000 Penalty: 3670.067627
	Iteration 71Q: 3 clusters Score -4291351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 79609 members 
Entering Unmasked Estep 
Score: -4291354.500000 Penalty: 3670.067627
	Iteration 72Q: 3 clusters Score -4291354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 79607 members 
Entering Unmasked Estep 
Score: -4291357.500000 Penalty: 3670.067627
	Iteration 73Q: 3 clusters Score -4291358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 79603 members 
Entering Unmasked Estep 
Score: -4291359.500000 Penalty: 3670.067627
	Iteration 74Q: 3 clusters Score -4291360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 79598 members 
Entering Unmasked Estep 
Score: -4291360.500000 Penalty: 3670.067627
	Iteration 75Q: 3 clusters Score -4291360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 79589 members 
Entering Unmasked Estep 
Score: -4291374.000000 Penalty: 3670.067627
	Iteration 76Q: 3 clusters Score -4291374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 79577 members 
Entering Unmasked Estep 
Score: -4291384.500000 Penalty: 3670.067627
	Iteration 77Q: 3 clusters Score -4291384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 79568 members 
Entering Unmasked Estep 
Score: -4291386.000000 Penalty: 3670.067627
	Iteration 78Q: 3 clusters Score -4291386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 79561 members 
Entering Unmasked Estep 
Score: -4291392.500000 Penalty: 3670.067627
	Iteration 79Q: 3 clusters Score -4291392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 79555 members 
Entering Unmasked Estep 
Score: -4291401.500000 Penalty: 3670.067627
	Iteration 80F: 3 clusters Score -4291402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 79547 members 
Entering Unmasked Estep 
Score: -4291409.500000 Penalty: 3670.067627
	Iteration 81Q: 3 clusters Score -4291410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 79542 members 
Entering Unmasked Estep 
Score: -4291406.500000 Penalty: 3670.067627
	Iteration 82Q: 3 clusters Score -4291406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 79539 members 
Entering Unmasked Estep 
Score: -4291414.000000 Penalty: 3670.067627
	Iteration 83Q: 3 clusters Score -4291414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 79537 members 
Entering Unmasked Estep 
Score: -4291419.500000 Penalty: 3670.067627
	Iteration 84Q: 3 clusters Score -4291420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 79535 members 
Entering Unmasked Estep 
Score: -4291420.000000 Penalty: 3670.067627
	Iteration 85Q: 3 clusters Score -4291420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 79533 members 
Entering Unmasked Estep 
Score: -4291417.500000 Penalty: 3670.067627
	Iteration 86Q: 3 clusters Score -4291418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 79532 members 
Entering Unmasked Estep 
Score: -4291421.500000 Penalty: 3670.067627
	Iteration 87Q: 3 clusters Score -4291422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 79527 members 
Entering Unmasked Estep 
Score: -4291426.000000 Penalty: 3670.067627
	Iteration 88Q: 3 clusters Score -4291426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 79522 members 
Entering Unmasked Estep 
Score: -4291431.000000 Penalty: 3670.067627
	Iteration 89Q: 3 clusters Score -4291431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 79516 members 
Entering Unmasked Estep 
Score: -4291431.500000 Penalty: 3670.067627
	Iteration 90Q: 3 clusters Score -4291432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 79514 members 
Entering Unmasked Estep 
Score: -4291437.000000 Penalty: 3670.067627
	Iteration 91Q: 3 clusters Score -4291437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 79511 members 
Entering Unmasked Estep 
Score: -4291432.500000 Penalty: 3670.067627
	Iteration 92Q: 3 clusters Score -4291432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 79509 members 
Entering Unmasked Estep 
Score: -4291436.000000 Penalty: 3670.067627
	Iteration 93Q: 3 clusters Score -4291436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 79509 members 
Entering Unmasked Estep 
Score: -4291435.500000 Penalty: 3670.067627
	Iteration 94Q: 3 clusters Score -4291436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 79508 members 
Entering Unmasked Estep 
Score: -4291434.500000 Penalty: 3670.067627
	Iteration 95Q: 3 clusters Score -4291434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 79508 members 
Entering Unmasked Estep 
Score: -4291434.500000 Penalty: 3670.067627
	Iteration 96F: 3 clusters Score -4291434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -167866.765625 Penalty: 1315.534668
	Iteration 0F: 2 clusters Score -167866.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -164974.703125 Penalty: 2631.069336
	Iteration 0F: 3 clusters Score -164974.7 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -165682.578125 Penalty: 2631.069336
	Iteration 1F: 3 clusters Score -165682.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -165799.171875 Penalty: 2631.069336
	Iteration 2F: 3 clusters Score -165799.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -165870.890625 Penalty: 2631.069336
	Iteration 3Q: 3 clusters Score -165870.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -165928.750000 Penalty: 2631.069336
	Iteration 4Q: 3 clusters Score -165928.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -165976.890625 Penalty: 2631.069336
	Iteration 5Q: 3 clusters Score -165976.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -166008.468750 Penalty: 2631.069336
	Iteration 6Q: 3 clusters Score -166008.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -166036.281250 Penalty: 2631.069336
	Iteration 7Q: 3 clusters Score -166036.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -166064.328125 Penalty: 2631.069336
	Iteration 8Q: 3 clusters Score -166064.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -166098.796875 Penalty: 2631.069336
	Iteration 9Q: 3 clusters Score -166098.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -166138.640625 Penalty: 2631.069336
	Iteration 10Q: 3 clusters Score -166138.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -166177.859375 Penalty: 2631.069336
	Iteration 11Q: 3 clusters Score -166177.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -166215.843750 Penalty: 2631.069336
	Iteration 12Q: 3 clusters Score -166215.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -166268.625000 Penalty: 2631.069336
	Iteration 13Q: 3 clusters Score -166268.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -166321.125000 Penalty: 2631.069336
	Iteration 14Q: 3 clusters Score -166321.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -166378.343750 Penalty: 2631.069336
	Iteration 15Q: 3 clusters Score -166378.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -166429.906250 Penalty: 2631.069336
	Iteration 16Q: 3 clusters Score -166429.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -166482.515625 Penalty: 2631.069336
	Iteration 17Q: 3 clusters Score -166482.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -166550.343750 Penalty: 2631.069336
	Iteration 18Q: 3 clusters Score -166550.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -166613.484375 Penalty: 2631.069336
	Iteration 19Q: 3 clusters Score -166613.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -166662.609375 Penalty: 2631.069336
	Iteration 20F: 3 clusters Score -166662.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -166699.828125 Penalty: 2631.069336
	Iteration 21Q: 3 clusters Score -166699.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -166722.671875 Penalty: 2631.069336
	Iteration 22Q: 3 clusters Score -166722.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -166745.687500 Penalty: 2631.069336
	Iteration 23Q: 3 clusters Score -166745.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -166763.718750 Penalty: 2631.069336
	Iteration 24Q: 3 clusters Score -166763.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -166775.625000 Penalty: 2631.069336
	Iteration 25Q: 3 clusters Score -166775.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -166780.437500 Penalty: 2631.069336
	Iteration 26Q: 3 clusters Score -166780.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -166784.828125 Penalty: 2631.069336
	Iteration 27Q: 3 clusters Score -166784.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -166790.546875 Penalty: 2631.069336
	Iteration 28Q: 3 clusters Score -166790.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -166796.343750 Penalty: 2631.069336
	Iteration 29Q: 3 clusters Score -166796.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -166800.531250 Penalty: 2631.069336
	Iteration 30Q: 3 clusters Score -166800.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -166802.437500 Penalty: 2631.069336
	Iteration 31Q: 3 clusters Score -166802.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -166802.750000 Penalty: 2631.069336
	Iteration 32Q: 3 clusters Score -166802.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -166802.750000 Penalty: 2631.069336
	Iteration 33F: 3 clusters Score -166802.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Entering Unmasked Estep 
Score: -489310.781250 Penalty: 1478.435913
	Iteration 0F: 2 clusters Score -489310.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -482796.718750 Penalty: 2956.871826
	Iteration 0F: 3 clusters Score -482796.7 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -484836.187500 Penalty: 2956.871826
	Iteration 1F: 3 clusters Score -484836.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -485061.125000 Penalty: 2956.871826
	Iteration 2F: 3 clusters Score -485061.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -485216.687500 Penalty: 2956.871826
	Iteration 3Q: 3 clusters Score -485216.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -485308.406250 Penalty: 2956.871826
	Iteration 4Q: 3 clusters Score -485308.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -485383.593750 Penalty: 2956.871826
	Iteration 5Q: 3 clusters Score -485383.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -485448.531250 Penalty: 2956.871826
	Iteration 6Q: 3 clusters Score -485448.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -485507.687500 Penalty: 2956.871826
	Iteration 7Q: 3 clusters Score -485507.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -485582.187500 Penalty: 2956.871826
	Iteration 8Q: 3 clusters Score -485582.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -485672.281250 Penalty: 2956.871826
	Iteration 9Q: 3 clusters Score -485672.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -485763.500000 Penalty: 2956.871826
	Iteration 10Q: 3 clusters Score -485763.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -485878.468750 Penalty: 2956.871826
	Iteration 11Q: 3 clusters Score -485878.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -486033.718750 Penalty: 2956.871826
	Iteration 12Q: 3 clusters Score -486033.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -486220.812500 Penalty: 2956.871826
	Iteration 13Q: 3 clusters Score -486220.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -486466.968750 Penalty: 2956.871826
	Iteration 14Q: 3 clusters Score -486467 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -486745.531250 Penalty: 2956.871826
	Iteration 15Q: 3 clusters Score -486745.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -487057.468750 Penalty: 2956.871826
	Iteration 16Q: 3 clusters Score -487057.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -487307.156250 Penalty: 2956.871826
	Iteration 17Q: 3 clusters Score -487307.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -487462.187500 Penalty: 2956.871826
	Iteration 18Q: 3 clusters Score -487462.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -487558.281250 Penalty: 2956.871826
	Iteration 19Q: 3 clusters Score -487558.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -487620.093750 Penalty: 2956.871826
	Iteration 20F: 3 clusters Score -487620.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -487668.250000 Penalty: 2956.871826
	Iteration 21Q: 3 clusters Score -487668.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -487699.093750 Penalty: 2956.871826
	Iteration 22Q: 3 clusters Score -487699.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -487719.187500 Penalty: 2956.871826
	Iteration 23Q: 3 clusters Score -487719.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -487735.125000 Penalty: 2956.871826
	Iteration 24Q: 3 clusters Score -487735.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -487744.093750 Penalty: 2956.871826
	Iteration 25Q: 3 clusters Score -487744.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -487751.062500 Penalty: 2956.871826
	Iteration 26Q: 3 clusters Score -487751.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -487758.125000 Penalty: 2956.871826
	Iteration 27Q: 3 clusters Score -487758.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -487765.312500 Penalty: 2956.871826
	Iteration 28Q: 3 clusters Score -487765.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -487771.562500 Penalty: 2956.871826
	Iteration 29Q: 3 clusters Score -487771.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -487778.125000 Penalty: 2956.871826
	Iteration 30Q: 3 clusters Score -487778.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -487782.437500 Penalty: 2956.871826
	Iteration 31Q: 3 clusters Score -487782.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -487785.281250 Penalty: 2956.871826
	Iteration 32Q: 3 clusters Score -487785.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -487790.250000 Penalty: 2956.871826
	Iteration 33Q: 3 clusters Score -487790.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -487795.750000 Penalty: 2956.871826
	Iteration 34Q: 3 clusters Score -487795.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -487802.937500 Penalty: 2956.871826
	Iteration 35Q: 3 clusters Score -487802.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -487807.718750 Penalty: 2956.871826
	Iteration 36Q: 3 clusters Score -487807.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -487811.687500 Penalty: 2956.871826
	Iteration 37Q: 3 clusters Score -487811.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -487813.812500 Penalty: 2956.871826
	Iteration 38Q: 3 clusters Score -487813.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -487816.843750 Penalty: 2956.871826
	Iteration 39Q: 3 clusters Score -487816.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -487822.312500 Penalty: 2956.871826
	Iteration 40F: 3 clusters Score -487822.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -487827.468750 Penalty: 2956.871826
	Iteration 41Q: 3 clusters Score -487827.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -487834.031250 Penalty: 2956.871826
	Iteration 42Q: 3 clusters Score -487834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -487844.531250 Penalty: 2956.871826
	Iteration 43Q: 3 clusters Score -487844.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -487852.156250 Penalty: 2956.871826
	Iteration 44Q: 3 clusters Score -487852.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -487861.312500 Penalty: 2956.871826
	Iteration 45Q: 3 clusters Score -487861.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -487867.156250 Penalty: 2956.871826
	Iteration 46Q: 3 clusters Score -487867.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -487871.562500 Penalty: 2956.871826
	Iteration 47Q: 3 clusters Score -487871.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -487875.593750 Penalty: 2956.871826
	Iteration 48Q: 3 clusters Score -487875.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -487878.375000 Penalty: 2956.871826
	Iteration 49Q: 3 clusters Score -487878.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -487881.875000 Penalty: 2956.871826
	Iteration 50Q: 3 clusters Score -487881.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -487887.187500 Penalty: 2956.871826
	Iteration 51Q: 3 clusters Score -487887.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -487890.000000 Penalty: 2956.871826
	Iteration 52Q: 3 clusters Score -487890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -487894.125000 Penalty: 2956.871826
	Iteration 53Q: 3 clusters Score -487894.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -487898.000000 Penalty: 2956.871826
	Iteration 54Q: 3 clusters Score -487898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -487902.062500 Penalty: 2956.871826
	Iteration 55Q: 3 clusters Score -487902.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -487906.562500 Penalty: 2956.871826
	Iteration 56Q: 3 clusters Score -487906.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -487911.000000 Penalty: 2956.871826
	Iteration 57Q: 3 clusters Score -487911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -487918.718750 Penalty: 2956.871826
	Iteration 58Q: 3 clusters Score -487918.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -487922.187500 Penalty: 2956.871826
	Iteration 59Q: 3 clusters Score -487922.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -487928.968750 Penalty: 2956.871826
	Iteration 60F: 3 clusters Score -487929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -487931.750000 Penalty: 2956.871826
	Iteration 61Q: 3 clusters Score -487931.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -487935.093750 Penalty: 2956.871826
	Iteration 62Q: 3 clusters Score -487935.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -487937.843750 Penalty: 2956.871826
	Iteration 63Q: 3 clusters Score -487937.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -487941.937500 Penalty: 2956.871826
	Iteration 64Q: 3 clusters Score -487941.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -487943.218750 Penalty: 2956.871826
	Iteration 65Q: 3 clusters Score -487943.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -487945.593750 Penalty: 2956.871826
	Iteration 66Q: 3 clusters Score -487945.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -487945.593750 Penalty: 2956.871826
	Iteration 67F: 3 clusters Score -487945.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Entering Unmasked Estep 
Score: -384790.281250 Penalty: 1438.813477
	Iteration 0F: 2 clusters Score -384790.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -379521.250000 Penalty: 2877.626953
	Iteration 0F: 3 clusters Score -379521.2 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -381211.843750 Penalty: 2877.626953
	Iteration 1F: 3 clusters Score -381211.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -381461.093750 Penalty: 2877.626953
	Iteration 2F: 3 clusters Score -381461.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -381639.031250 Penalty: 2877.626953
	Iteration 3F: 3 clusters Score -381639 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -381776.718750 Penalty: 2877.626953
	Iteration 4Q: 3 clusters Score -381776.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -381906.906250 Penalty: 2877.626953
	Iteration 5Q: 3 clusters Score -381906.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -382027.750000 Penalty: 2877.626953
	Iteration 6Q: 3 clusters Score -382027.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -382140.343750 Penalty: 2877.626953
	Iteration 7Q: 3 clusters Score -382140.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -382269.312500 Penalty: 2877.626953
	Iteration 8Q: 3 clusters Score -382269.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -382389.843750 Penalty: 2877.626953
	Iteration 9Q: 3 clusters Score -382389.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -382485.031250 Penalty: 2877.626953
	Iteration 10Q: 3 clusters Score -382485 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -382567.000000 Penalty: 2877.626953
	Iteration 11Q: 3 clusters Score -382567 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -382633.375000 Penalty: 2877.626953
	Iteration 12Q: 3 clusters Score -382633.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -382689.218750 Penalty: 2877.626953
	Iteration 13Q: 3 clusters Score -382689.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -382739.968750 Penalty: 2877.626953
	Iteration 14Q: 3 clusters Score -382740 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -382784.125000 Penalty: 2877.626953
	Iteration 15Q: 3 clusters Score -382784.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -382830.531250 Penalty: 2877.626953
	Iteration 16Q: 3 clusters Score -382830.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -382874.531250 Penalty: 2877.626953
	Iteration 17Q: 3 clusters Score -382874.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -382916.406250 Penalty: 2877.626953
	Iteration 18Q: 3 clusters Score -382916.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -382942.125000 Penalty: 2877.626953
	Iteration 19Q: 3 clusters Score -382942.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -382972.312500 Penalty: 2877.626953
	Iteration 20F: 3 clusters Score -382972.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -383014.500000 Penalty: 2877.626953
	Iteration 21Q: 3 clusters Score -383014.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -383060.187500 Penalty: 2877.626953
	Iteration 22Q: 3 clusters Score -383060.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -383098.031250 Penalty: 2877.626953
	Iteration 23Q: 3 clusters Score -383098 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -383125.718750 Penalty: 2877.626953
	Iteration 24Q: 3 clusters Score -383125.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -383153.750000 Penalty: 2877.626953
	Iteration 25Q: 3 clusters Score -383153.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -383184.125000 Penalty: 2877.626953
	Iteration 26Q: 3 clusters Score -383184.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -383210.000000 Penalty: 2877.626953
	Iteration 27Q: 3 clusters Score -383210 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -383235.375000 Penalty: 2877.626953
	Iteration 28Q: 3 clusters Score -383235.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -383266.781250 Penalty: 2877.626953
	Iteration 29Q: 3 clusters Score -383266.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -383290.000000 Penalty: 2877.626953
	Iteration 30Q: 3 clusters Score -383290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -383307.031250 Penalty: 2877.626953
	Iteration 31Q: 3 clusters Score -383307 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -383320.937500 Penalty: 2877.626953
	Iteration 32Q: 3 clusters Score -383320.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -383333.156250 Penalty: 2877.626953
	Iteration 33Q: 3 clusters Score -383333.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -383346.812500 Penalty: 2877.626953
	Iteration 34Q: 3 clusters Score -383346.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -383364.343750 Penalty: 2877.626953
	Iteration 35Q: 3 clusters Score -383364.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -383382.656250 Penalty: 2877.626953
	Iteration 36Q: 3 clusters Score -383382.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -383396.437500 Penalty: 2877.626953
	Iteration 37Q: 3 clusters Score -383396.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -383411.875000 Penalty: 2877.626953
	Iteration 38Q: 3 clusters Score -383411.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -383423.812500 Penalty: 2877.626953
	Iteration 39Q: 3 clusters Score -383423.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -383431.187500 Penalty: 2877.626953
	Iteration 40F: 3 clusters Score -383431.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -383434.750000 Penalty: 2877.626953
	Iteration 41Q: 3 clusters Score -383434.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -383436.468750 Penalty: 2877.626953
	Iteration 42Q: 3 clusters Score -383436.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -383438.500000 Penalty: 2877.626953
	Iteration 43Q: 3 clusters Score -383438.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -383439.687500 Penalty: 2877.626953
	Iteration 44Q: 3 clusters Score -383439.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -383440.843750 Penalty: 2877.626953
	Iteration 45Q: 3 clusters Score -383440.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -383441.000000 Penalty: 2877.626953
	Iteration 46Q: 3 clusters Score -383441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -383440.687500 Penalty: 2877.626953
	Iteration 47Q: 3 clusters Score -383440.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -383440.343750 Penalty: 2877.626953
	Iteration 48Q: 3 clusters Score -383440.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -383440.343750 Penalty: 2877.626953
	Iteration 49F: 3 clusters Score -383440.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (196493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196493 members 
Entering Unmasked Estep 
Score: -10622363.000000 Penalty: 1980.612061
	Iteration 0F: 2 clusters Score -1.062236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98254 members 
Mstep: Class 2 contains 98239 members 
Entering Unmasked Estep 
Score: -10490082.000000 Penalty: 3961.224121
	Iteration 0F: 3 clusters Score -1.049008e+07 nChanged 95069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100263 members 
Mstep: Class 2 contains 96230 members 
Entering Unmasked Estep 
Score: -10546366.000000 Penalty: 3961.224121
	Iteration 1F: 3 clusters Score -1.054637e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101451 members 
Mstep: Class 2 contains 95042 members 
Entering Unmasked Estep 
Score: -10547595.000000 Penalty: 3961.224121
	Iteration 2Q: 3 clusters Score -1.05476e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103174 members 
Mstep: Class 2 contains 93319 members 
Entering Unmasked Estep 
Score: -10549455.000000 Penalty: 3961.224121
	Iteration 3Q: 3 clusters Score -1.054946e+07 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105812 members 
Mstep: Class 2 contains 90681 members 
Entering Unmasked Estep 
Score: -10552076.000000 Penalty: 3961.224121
	Iteration 4Q: 3 clusters Score -1.055208e+07 nChanged 9381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109697 members 
Mstep: Class 2 contains 86796 members 
Entering Unmasked Estep 
Score: -10556199.000000 Penalty: 3961.224121
	Iteration 5Q: 3 clusters Score -1.05562e+07 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114891 members 
Mstep: Class 2 contains 81602 members 
Entering Unmasked Estep 
Score: -10562183.000000 Penalty: 3961.224121
	Iteration 6F: 3 clusters Score -1.056218e+07 nChanged 12722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120961 members 
Mstep: Class 2 contains 75532 members 
Entering Unmasked Estep 
Score: -10570359.000000 Penalty: 3961.224121
	Iteration 7F: 3 clusters Score -1.057036e+07 nChanged 13153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127252 members 
Mstep: Class 2 contains 69241 members 
Entering Unmasked Estep 
Score: -10580450.000000 Penalty: 3961.224121
	Iteration 8F: 3 clusters Score -1.058045e+07 nChanged 12136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132724 members 
Mstep: Class 2 contains 63769 members 
Entering Unmasked Estep 
Score: -10590365.000000 Penalty: 3961.224121
	Iteration 9F: 3 clusters Score -1.059036e+07 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136969 members 
Mstep: Class 2 contains 59524 members 
Entering Unmasked Estep 
Score: -10597260.000000 Penalty: 3961.224121
	Iteration 10Q: 3 clusters Score -1.059726e+07 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140506 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -10600858.000000 Penalty: 3961.224121
	Iteration 11Q: 3 clusters Score -1.060086e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143940 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
Score: -10603262.000000 Penalty: 3961.224121
	Iteration 12Q: 3 clusters Score -1.060326e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147297 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -10605073.000000 Penalty: 3961.224121
	Iteration 13Q: 3 clusters Score -1.060507e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150422 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -10606524.000000 Penalty: 3961.224121
	Iteration 14Q: 3 clusters Score -1.060652e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153293 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -10607785.000000 Penalty: 3961.224121
	Iteration 15Q: 3 clusters Score -1.060778e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155922 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -10608893.000000 Penalty: 3961.224121
	Iteration 16Q: 3 clusters Score -1.060889e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158424 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -10609946.000000 Penalty: 3961.224121
	Iteration 17Q: 3 clusters Score -1.060995e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160798 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -10610740.000000 Penalty: 3961.224121
	Iteration 18Q: 3 clusters Score -1.061074e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162936 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -10611410.000000 Penalty: 3961.224121
	Iteration 19Q: 3 clusters Score -1.061141e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164936 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -10612189.000000 Penalty: 3961.224121
	Iteration 20F: 3 clusters Score -1.061219e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166898 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -10612922.000000 Penalty: 3961.224121
	Iteration 21Q: 3 clusters Score -1.061292e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168739 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -10613554.000000 Penalty: 3961.224121
	Iteration 22Q: 3 clusters Score -1.061355e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170409 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -10614230.000000 Penalty: 3961.224121
	Iteration 23Q: 3 clusters Score -1.061423e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171979 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -10614984.000000 Penalty: 3961.224121
	Iteration 24Q: 3 clusters Score -1.061498e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173472 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -10615636.000000 Penalty: 3961.224121
	Iteration 25Q: 3 clusters Score -1.061564e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174829 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -10616286.000000 Penalty: 3961.224121
	Iteration 26Q: 3 clusters Score -1.061629e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176134 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -10616914.000000 Penalty: 3961.224121
	Iteration 27Q: 3 clusters Score -1.061691e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177161 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -10617464.000000 Penalty: 3961.224121
	Iteration 28Q: 3 clusters Score -1.061746e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178067 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -10617836.000000 Penalty: 3961.224121
	Iteration 29Q: 3 clusters Score -1.061784e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178845 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -10618176.000000 Penalty: 3961.224121
	Iteration 30Q: 3 clusters Score -1.061818e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179493 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -10618439.000000 Penalty: 3961.224121
	Iteration 31Q: 3 clusters Score -1.061844e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180055 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -10618588.000000 Penalty: 3961.224121
	Iteration 32Q: 3 clusters Score -1.061859e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180548 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -10618694.000000 Penalty: 3961.224121
	Iteration 33Q: 3 clusters Score -1.061869e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180978 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -10618807.000000 Penalty: 3961.224121
	Iteration 34Q: 3 clusters Score -1.061881e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181382 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -10618889.000000 Penalty: 3961.224121
	Iteration 35Q: 3 clusters Score -1.061889e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181760 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -10618947.000000 Penalty: 3961.224121
	Iteration 36Q: 3 clusters Score -1.061895e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182112 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -10619028.000000 Penalty: 3961.224121
	Iteration 37Q: 3 clusters Score -1.061903e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182459 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -10619066.000000 Penalty: 3961.224121
	Iteration 38Q: 3 clusters Score -1.061907e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182781 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -10619089.000000 Penalty: 3961.224121
	Iteration 39Q: 3 clusters Score -1.061909e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183042 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -10619140.000000 Penalty: 3961.224121
	Iteration 40F: 3 clusters Score -1.061914e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183272 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -10619168.000000 Penalty: 3961.224121
	Iteration 41Q: 3 clusters Score -1.061917e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183492 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -10619156.000000 Penalty: 3961.224121
	Iteration 42Q: 3 clusters Score -1.061916e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183700 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -10619175.000000 Penalty: 3961.224121
	Iteration 43Q: 3 clusters Score -1.061918e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183897 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -10619252.000000 Penalty: 3961.224121
	Iteration 44Q: 3 clusters Score -1.061925e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184116 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -10619258.000000 Penalty: 3961.224121
	Iteration 45Q: 3 clusters Score -1.061926e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184343 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -10619274.000000 Penalty: 3961.224121
	Iteration 46Q: 3 clusters Score -1.061927e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184565 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -10619326.000000 Penalty: 3961.224121
	Iteration 47Q: 3 clusters Score -1.061933e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184779 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -10619360.000000 Penalty: 3961.224121
	Iteration 48Q: 3 clusters Score -1.061936e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184995 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -10619356.000000 Penalty: 3961.224121
	Iteration 49Q: 3 clusters Score -1.061936e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185210 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -10619396.000000 Penalty: 3961.224121
	Iteration 50Q: 3 clusters Score -1.06194e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185409 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -10619377.000000 Penalty: 3961.224121
	Iteration 51Q: 3 clusters Score -1.061938e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185593 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -10619421.000000 Penalty: 3961.224121
	Iteration 52Q: 3 clusters Score -1.061942e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185753 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -10619448.000000 Penalty: 3961.224121
	Iteration 53Q: 3 clusters Score -1.061945e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185892 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -10619480.000000 Penalty: 3961.224121
	Iteration 54Q: 3 clusters Score -1.061948e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186036 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -10619493.000000 Penalty: 3961.224121
	Iteration 55Q: 3 clusters Score -1.061949e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186180 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -10619466.000000 Penalty: 3961.224121
	Iteration 56Q: 3 clusters Score -1.061947e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186335 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -10619526.000000 Penalty: 3961.224121
	Iteration 57Q: 3 clusters Score -1.061953e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186479 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -10619529.000000 Penalty: 3961.224121
	Iteration 58Q: 3 clusters Score -1.061953e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186628 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -10619543.000000 Penalty: 3961.224121
	Iteration 59Q: 3 clusters Score -1.061954e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186760 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -10619542.000000 Penalty: 3961.224121
	Iteration 60F: 3 clusters Score -1.061954e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186922 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -10619577.000000 Penalty: 3961.224121
	Iteration 61Q: 3 clusters Score -1.061958e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187108 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -10619593.000000 Penalty: 3961.224121
	Iteration 62Q: 3 clusters Score -1.061959e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187279 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -10619622.000000 Penalty: 3961.224121
	Iteration 63Q: 3 clusters Score -1.061962e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187424 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -10619613.000000 Penalty: 3961.224121
	Iteration 64Q: 3 clusters Score -1.061961e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187584 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -10619634.000000 Penalty: 3961.224121
	Iteration 65Q: 3 clusters Score -1.061963e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187750 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -10619661.000000 Penalty: 3961.224121
	Iteration 66Q: 3 clusters Score -1.061966e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187946 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -10619700.000000 Penalty: 3961.224121
	Iteration 67Q: 3 clusters Score -1.06197e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188129 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -10619687.000000 Penalty: 3961.224121
	Iteration 68Q: 3 clusters Score -1.061969e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188321 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -10619734.000000 Penalty: 3961.224121
	Iteration 69Q: 3 clusters Score -1.061973e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188518 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -10619758.000000 Penalty: 3961.224121
	Iteration 70Q: 3 clusters Score -1.061976e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188717 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -10619789.000000 Penalty: 3961.224121
	Iteration 71Q: 3 clusters Score -1.061979e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188915 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -10619844.000000 Penalty: 3961.224121
	Iteration 72Q: 3 clusters Score -1.061984e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189100 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -10619880.000000 Penalty: 3961.224121
	Iteration 73Q: 3 clusters Score -1.061988e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189269 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -10619935.000000 Penalty: 3961.224121
	Iteration 74Q: 3 clusters Score -1.061994e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189422 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -10619960.000000 Penalty: 3961.224121
	Iteration 75Q: 3 clusters Score -1.061996e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189574 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -10620001.000000 Penalty: 3961.224121
	Iteration 76Q: 3 clusters Score -1.062e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189740 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -10620046.000000 Penalty: 3961.224121
	Iteration 77Q: 3 clusters Score -1.062005e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189908 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -10620074.000000 Penalty: 3961.224121
	Iteration 78Q: 3 clusters Score -1.062007e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190063 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -10620068.000000 Penalty: 3961.224121
	Iteration 79Q: 3 clusters Score -1.062007e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190223 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -10620099.000000 Penalty: 3961.224121
	Iteration 80F: 3 clusters Score -1.06201e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190367 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -10620101.000000 Penalty: 3961.224121
	Iteration 81Q: 3 clusters Score -1.06201e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190524 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -10620144.000000 Penalty: 3961.224121
	Iteration 82Q: 3 clusters Score -1.062014e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190664 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -10620166.000000 Penalty: 3961.224121
	Iteration 83Q: 3 clusters Score -1.062017e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190810 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -10620192.000000 Penalty: 3961.224121
	Iteration 84Q: 3 clusters Score -1.062019e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190960 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -10620214.000000 Penalty: 3961.224121
	Iteration 85Q: 3 clusters Score -1.062021e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191105 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -10620217.000000 Penalty: 3961.224121
	Iteration 86Q: 3 clusters Score -1.062022e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191257 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -10620257.000000 Penalty: 3961.224121
	Iteration 87Q: 3 clusters Score -1.062026e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191396 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -10620263.000000 Penalty: 3961.224121
	Iteration 88Q: 3 clusters Score -1.062026e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191533 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -10620267.000000 Penalty: 3961.224121
	Iteration 89Q: 3 clusters Score -1.062027e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191679 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -10620303.000000 Penalty: 3961.224121
	Iteration 90Q: 3 clusters Score -1.06203e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191830 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -10620341.000000 Penalty: 3961.224121
	Iteration 91Q: 3 clusters Score -1.062034e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191985 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -10620395.000000 Penalty: 3961.224121
	Iteration 92Q: 3 clusters Score -1.06204e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192118 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -10620395.000000 Penalty: 3961.224121
	Iteration 93Q: 3 clusters Score -1.06204e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192262 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -10620393.000000 Penalty: 3961.224121
	Iteration 94Q: 3 clusters Score -1.062039e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192407 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -10620443.000000 Penalty: 3961.224121
	Iteration 95Q: 3 clusters Score -1.062044e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192550 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -10620479.000000 Penalty: 3961.224121
	Iteration 96Q: 3 clusters Score -1.062048e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192686 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -10620494.000000 Penalty: 3961.224121
	Iteration 97Q: 3 clusters Score -1.062049e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192788 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -10620513.000000 Penalty: 3961.224121
	Iteration 98Q: 3 clusters Score -1.062051e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192884 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -10620544.000000 Penalty: 3961.224121
	Iteration 99Q: 3 clusters Score -1.062054e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192959 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -10620597.000000 Penalty: 3961.224121
	Iteration 100F: 3 clusters Score -1.06206e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193034 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -10620596.000000 Penalty: 3961.224121
	Iteration 101Q: 3 clusters Score -1.06206e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193108 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -10620633.000000 Penalty: 3961.224121
	Iteration 102Q: 3 clusters Score -1.062063e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193181 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -10620652.000000 Penalty: 3961.224121
	Iteration 103Q: 3 clusters Score -1.062065e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193244 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -10620664.000000 Penalty: 3961.224121
	Iteration 104Q: 3 clusters Score -1.062066e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193314 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -10620661.000000 Penalty: 3961.224121
	Iteration 105Q: 3 clusters Score -1.062066e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193393 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -10620672.000000 Penalty: 3961.224121
	Iteration 106Q: 3 clusters Score -1.062067e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193473 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -10620687.000000 Penalty: 3961.224121
	Iteration 107Q: 3 clusters Score -1.062069e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193549 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -10620691.000000 Penalty: 3961.224121
	Iteration 108Q: 3 clusters Score -1.062069e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193614 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -10620691.000000 Penalty: 3961.224121
	Iteration 109Q: 3 clusters Score -1.062069e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193675 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -10620706.000000 Penalty: 3961.224121
	Iteration 110Q: 3 clusters Score -1.062071e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193738 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -10620707.000000 Penalty: 3961.224121
	Iteration 111Q: 3 clusters Score -1.062071e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193805 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -10620696.000000 Penalty: 3961.224121
	Iteration 112Q: 3 clusters Score -1.06207e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193868 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -10620710.000000 Penalty: 3961.224121
	Iteration 113Q: 3 clusters Score -1.062071e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193916 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -10620724.000000 Penalty: 3961.224121
	Iteration 114Q: 3 clusters Score -1.062072e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193968 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -10620735.000000 Penalty: 3961.224121
	Iteration 115Q: 3 clusters Score -1.062074e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194011 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -10620738.000000 Penalty: 3961.224121
	Iteration 116Q: 3 clusters Score -1.062074e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194053 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -10620738.000000 Penalty: 3961.224121
	Iteration 117Q: 3 clusters Score -1.062074e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194089 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -10620748.000000 Penalty: 3961.224121
	Iteration 118Q: 3 clusters Score -1.062075e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194123 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -10620771.000000 Penalty: 3961.224121
	Iteration 119Q: 3 clusters Score -1.062077e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194160 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -10620773.000000 Penalty: 3961.224121
	Iteration 120F: 3 clusters Score -1.062077e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194207 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -10620771.000000 Penalty: 3961.224121
	Iteration 121Q: 3 clusters Score -1.062077e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194250 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -10620779.000000 Penalty: 3961.224121
	Iteration 122Q: 3 clusters Score -1.062078e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194290 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -10620789.000000 Penalty: 3961.224121
	Iteration 123Q: 3 clusters Score -1.062079e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194328 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -10620796.000000 Penalty: 3961.224121
	Iteration 124Q: 3 clusters Score -1.06208e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194360 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -10620802.000000 Penalty: 3961.224121
	Iteration 125Q: 3 clusters Score -1.06208e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194390 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -10620800.000000 Penalty: 3961.224121
	Iteration 126Q: 3 clusters Score -1.06208e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194412 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -10620809.000000 Penalty: 3961.224121
	Iteration 127Q: 3 clusters Score -1.062081e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194434 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -10620796.000000 Penalty: 3961.224121
	Iteration 128Q: 3 clusters Score -1.06208e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194460 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -10620813.000000 Penalty: 3961.224121
	Iteration 129Q: 3 clusters Score -1.062081e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194481 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -10620824.000000 Penalty: 3961.224121
	Iteration 130Q: 3 clusters Score -1.062082e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194499 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -10620817.000000 Penalty: 3961.224121
	Iteration 131Q: 3 clusters Score -1.062082e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194522 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -10620821.000000 Penalty: 3961.224121
	Iteration 132Q: 3 clusters Score -1.062082e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194546 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -10620834.000000 Penalty: 3961.224121
	Iteration 133Q: 3 clusters Score -1.062083e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194561 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -10620838.000000 Penalty: 3961.224121
	Iteration 134Q: 3 clusters Score -1.062084e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194573 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -10620841.000000 Penalty: 3961.224121
	Iteration 135Q: 3 clusters Score -1.062084e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194587 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -10620857.000000 Penalty: 3961.224121
	Iteration 136Q: 3 clusters Score -1.062086e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194601 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -10620852.000000 Penalty: 3961.224121
	Iteration 137Q: 3 clusters Score -1.062085e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194617 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -10620858.000000 Penalty: 3961.224121
	Iteration 138Q: 3 clusters Score -1.062086e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194628 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -10620867.000000 Penalty: 3961.224121
	Iteration 139Q: 3 clusters Score -1.062087e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194637 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -10620851.000000 Penalty: 3961.224121
	Iteration 140F: 3 clusters Score -1.062085e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194647 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -10620858.000000 Penalty: 3961.224121
	Iteration 141Q: 3 clusters Score -1.062086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194653 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -10620861.000000 Penalty: 3961.224121
	Iteration 142Q: 3 clusters Score -1.062086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194661 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -10620857.000000 Penalty: 3961.224121
	Iteration 143Q: 3 clusters Score -1.062086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194668 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -10620860.000000 Penalty: 3961.224121
	Iteration 144Q: 3 clusters Score -1.062086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194672 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -10620851.000000 Penalty: 3961.224121
	Iteration 145Q: 3 clusters Score -1.062085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194677 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -10620860.000000 Penalty: 3961.224121
	Iteration 146Q: 3 clusters Score -1.062086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194679 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -10620856.000000 Penalty: 3961.224121
	Iteration 147Q: 3 clusters Score -1.062086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194681 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -10620863.000000 Penalty: 3961.224121
	Iteration 148Q: 3 clusters Score -1.062086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194683 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -10620865.000000 Penalty: 3961.224121
	Iteration 149Q: 3 clusters Score -1.062086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194686 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -10620856.000000 Penalty: 3961.224121
	Iteration 150Q: 3 clusters Score -1.062086e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194688 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -10620859.000000 Penalty: 3961.224121
	Iteration 151Q: 3 clusters Score -1.062086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194689 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -10620864.000000 Penalty: 3961.224121
	Iteration 152Q: 3 clusters Score -1.062086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194690 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -10620867.000000 Penalty: 3961.224121
	Iteration 153Q: 3 clusters Score -1.062087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194690 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -10620867.000000 Penalty: 3961.224121
	Iteration 154F: 3 clusters Score -1.062087e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Entering Unmasked Estep 
Score: -73398.523438 Penalty: 1211.203735
	Iteration 0F: 2 clusters Score -73398.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -71524.617188 Penalty: 2422.407471
	Iteration 0F: 3 clusters Score -71524.62 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -72100.945312 Penalty: 2422.407471
	Iteration 1F: 3 clusters Score -72100.95 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -72566.812500 Penalty: 2422.407471
	Iteration 2F: 3 clusters Score -72566.81 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -73029.031250 Penalty: 2422.407471
	Iteration 3F: 3 clusters Score -73029.03 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -73410.859375 Penalty: 2422.407471
	Iteration 4F: 3 clusters Score -73410.86 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -73598.031250 Penalty: 2422.407471
	Iteration 5F: 3 clusters Score -73598.03 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -73669.835938 Penalty: 2422.407471
	Iteration 6Q: 3 clusters Score -73669.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -73686.140625 Penalty: 2422.407471
	Iteration 7Q: 3 clusters Score -73686.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -73688.648438 Penalty: 2422.407471
	Iteration 8Q: 3 clusters Score -73688.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -73689.148438 Penalty: 2422.407471
	Iteration 9Q: 3 clusters Score -73689.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -73689.148438 Penalty: 2422.407471
	Iteration 10F: 3 clusters Score -73689.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 95881 members 
Mstep: Class 3 contains 4864 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6401 members 
Mstep: Class 6 contains 17894 members 
Mstep: Class 7 contains 10058 members 
Mstep: Class 8 contains 60816 members 
Mstep: Class 9 contains 7886 members 
Mstep: Class 10 contains 99898 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 7158 members 
Mstep: Class 14 contains 8790 members 
Mstep: Class 15 contains 8566 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80219 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7004 members 
Mstep: Class 21 contains 196493 members 
Mstep: Class 22 contains 802 members 
Mstep: Class 23 contains 19548 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8189 members 
Mstep: Class 26 contains 924 members 
Entering Unmasked Estep 
Score: -35932716.000000 Penalty: 56928.328125
Splitting cluster 22 changes total score from -35933384.000000 to -35932716.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (19548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Entering Unmasked Estep 
Score: -989828.312500 Penalty: 1605.602173
	Iteration 0F: 2 clusters Score -989828.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -976431.625000 Penalty: 3211.204346
	Iteration 0F: 3 clusters Score -976431.6 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -981478.312500 Penalty: 3211.204346
	Iteration 1F: 3 clusters Score -981478.3 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -982066.250000 Penalty: 3211.204346
	Iteration 2F: 3 clusters Score -982066.2 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -982750.625000 Penalty: 3211.204346
	Iteration 3F: 3 clusters Score -982750.6 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -983534.312500 Penalty: 3211.204346
	Iteration 4F: 3 clusters Score -983534.3 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -984290.062500 Penalty: 3211.204346
	Iteration 5F: 3 clusters Score -984290.1 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -984933.187500 Penalty: 3211.204346
	Iteration 6F: 3 clusters Score -984933.2 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -985444.312500 Penalty: 3211.204346
	Iteration 7F: 3 clusters Score -985444.3 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -985844.125000 Penalty: 3211.204346
	Iteration 8Q: 3 clusters Score -985844.1 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -986176.500000 Penalty: 3211.204346
	Iteration 9Q: 3 clusters Score -986176.5 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -986447.187500 Penalty: 3211.204346
	Iteration 10Q: 3 clusters Score -986447.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -986712.437500 Penalty: 3211.204346
	Iteration 11Q: 3 clusters Score -986712.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -986968.750000 Penalty: 3211.204346
	Iteration 12Q: 3 clusters Score -986968.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -987213.000000 Penalty: 3211.204346
	Iteration 13Q: 3 clusters Score -987213 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -987444.500000 Penalty: 3211.204346
	Iteration 14Q: 3 clusters Score -987444.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -987648.375000 Penalty: 3211.204346
	Iteration 15Q: 3 clusters Score -987648.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -987819.875000 Penalty: 3211.204346
	Iteration 16Q: 3 clusters Score -987819.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -987970.750000 Penalty: 3211.204346
	Iteration 17Q: 3 clusters Score -987970.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -988081.312500 Penalty: 3211.204346
	Iteration 18Q: 3 clusters Score -988081.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -988166.562500 Penalty: 3211.204346
	Iteration 19Q: 3 clusters Score -988166.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -988240.812500 Penalty: 3211.204346
	Iteration 20F: 3 clusters Score -988240.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -988292.812500 Penalty: 3211.204346
	Iteration 21Q: 3 clusters Score -988292.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -988349.500000 Penalty: 3211.204346
	Iteration 22Q: 3 clusters Score -988349.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -988400.125000 Penalty: 3211.204346
	Iteration 23Q: 3 clusters Score -988400.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -988429.937500 Penalty: 3211.204346
	Iteration 24Q: 3 clusters Score -988429.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -988467.375000 Penalty: 3211.204346
	Iteration 25Q: 3 clusters Score -988467.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -988489.312500 Penalty: 3211.204346
	Iteration 26Q: 3 clusters Score -988489.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -988501.812500 Penalty: 3211.204346
	Iteration 27Q: 3 clusters Score -988501.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -988521.562500 Penalty: 3211.204346
	Iteration 28Q: 3 clusters Score -988521.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -988539.625000 Penalty: 3211.204346
	Iteration 29Q: 3 clusters Score -988539.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -988553.937500 Penalty: 3211.204346
	Iteration 30Q: 3 clusters Score -988553.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -988563.812500 Penalty: 3211.204346
	Iteration 31Q: 3 clusters Score -988563.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -988569.250000 Penalty: 3211.204346
	Iteration 32Q: 3 clusters Score -988569.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -988570.937500 Penalty: 3211.204346
	Iteration 33Q: 3 clusters Score -988570.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -988575.250000 Penalty: 3211.204346
	Iteration 34Q: 3 clusters Score -988575.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -988578.000000 Penalty: 3211.204346
	Iteration 35Q: 3 clusters Score -988578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -988577.000000 Penalty: 3211.204346
	Iteration 36Q: 3 clusters Score -988577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -988577.437500 Penalty: 3211.204346
	Iteration 37Q: 3 clusters Score -988577.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -988577.437500 Penalty: 3211.204346
	Iteration 38F: 3 clusters Score -988577.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Entering Unmasked Estep 
Score: -402859.125000 Penalty: 1458.025391
	Iteration 0F: 2 clusters Score -402859.1 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 3944 members 
Entering Unmasked Estep 
Score: -397049.468750 Penalty: 2916.050781
	Iteration 0F: 3 clusters Score -397049.5 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -398761.437500 Penalty: 2916.050781
	Iteration 1F: 3 clusters Score -398761.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -398990.593750 Penalty: 2916.050781
	Iteration 2F: 3 clusters Score -398990.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -399156.406250 Penalty: 2916.050781
	Iteration 3F: 3 clusters Score -399156.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -399348.000000 Penalty: 2916.050781
	Iteration 4Q: 3 clusters Score -399348 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -399591.718750 Penalty: 2916.050781
	Iteration 5F: 3 clusters Score -399591.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -399966.906250 Penalty: 2916.050781
	Iteration 6F: 3 clusters Score -399966.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -400451.375000 Penalty: 2916.050781
	Iteration 7F: 3 clusters Score -400451.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -400961.906250 Penalty: 2916.050781
	Iteration 8F: 3 clusters Score -400961.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -401398.531250 Penalty: 2916.050781
	Iteration 9F: 3 clusters Score -401398.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -401681.281250 Penalty: 2916.050781
	Iteration 10Q: 3 clusters Score -401681.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -401830.656250 Penalty: 2916.050781
	Iteration 11Q: 3 clusters Score -401830.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -401915.875000 Penalty: 2916.050781
	Iteration 12Q: 3 clusters Score -401915.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -401960.468750 Penalty: 2916.050781
	Iteration 13Q: 3 clusters Score -401960.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -401978.250000 Penalty: 2916.050781
	Iteration 14Q: 3 clusters Score -401978.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -401990.937500 Penalty: 2916.050781
	Iteration 15Q: 3 clusters Score -401990.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -401995.875000 Penalty: 2916.050781
	Iteration 16Q: 3 clusters Score -401995.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -401999.250000 Penalty: 2916.050781
	Iteration 17Q: 3 clusters Score -401999.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -402001.718750 Penalty: 2916.050781
	Iteration 18Q: 3 clusters Score -402001.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -402002.843750 Penalty: 2916.050781
	Iteration 19Q: 3 clusters Score -402002.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -402004.062500 Penalty: 2916.050781
	Iteration 20F: 3 clusters Score -402004.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -402004.500000 Penalty: 2916.050781
	Iteration 21Q: 3 clusters Score -402004.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -402004.281250 Penalty: 2916.050781
	Iteration 22Q: 3 clusters Score -402004.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -402004.968750 Penalty: 2916.050781
	Iteration 23Q: 3 clusters Score -402005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -402004.968750 Penalty: 2916.050781
	Iteration 24F: 3 clusters Score -402005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Entering Unmasked Estep 
Score: -420945.031250 Penalty: 1464.213867
	Iteration 0F: 2 clusters Score -420945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -414919.625000 Penalty: 2928.427734
	Iteration 0F: 3 clusters Score -414919.6 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -416760.875000 Penalty: 2928.427734
	Iteration 1F: 3 clusters Score -416760.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -416996.125000 Penalty: 2928.427734
	Iteration 2F: 3 clusters Score -416996.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -417236.468750 Penalty: 2928.427734
	Iteration 3F: 3 clusters Score -417236.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -417498.593750 Penalty: 2928.427734
	Iteration 4F: 3 clusters Score -417498.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -417777.093750 Penalty: 2928.427734
	Iteration 5F: 3 clusters Score -417777.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -418056.593750 Penalty: 2928.427734
	Iteration 6F: 3 clusters Score -418056.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -418314.968750 Penalty: 2928.427734
	Iteration 7F: 3 clusters Score -418315 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -418559.375000 Penalty: 2928.427734
	Iteration 8Q: 3 clusters Score -418559.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -418789.875000 Penalty: 2928.427734
	Iteration 9Q: 3 clusters Score -418789.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -418982.531250 Penalty: 2928.427734
	Iteration 10Q: 3 clusters Score -418982.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -419125.218750 Penalty: 2928.427734
	Iteration 11Q: 3 clusters Score -419125.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -419232.281250 Penalty: 2928.427734
	Iteration 12Q: 3 clusters Score -419232.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -419318.437500 Penalty: 2928.427734
	Iteration 13Q: 3 clusters Score -419318.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -419392.531250 Penalty: 2928.427734
	Iteration 14Q: 3 clusters Score -419392.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -419444.812500 Penalty: 2928.427734
	Iteration 15Q: 3 clusters Score -419444.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -419490.312500 Penalty: 2928.427734
	Iteration 16Q: 3 clusters Score -419490.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -419528.156250 Penalty: 2928.427734
	Iteration 17Q: 3 clusters Score -419528.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -419566.562500 Penalty: 2928.427734
	Iteration 18Q: 3 clusters Score -419566.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -419599.218750 Penalty: 2928.427734
	Iteration 19Q: 3 clusters Score -419599.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -419628.281250 Penalty: 2928.427734
	Iteration 20F: 3 clusters Score -419628.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -419653.593750 Penalty: 2928.427734
	Iteration 21Q: 3 clusters Score -419653.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -419676.156250 Penalty: 2928.427734
	Iteration 22Q: 3 clusters Score -419676.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -419686.750000 Penalty: 2928.427734
	Iteration 23Q: 3 clusters Score -419686.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -419697.250000 Penalty: 2928.427734
	Iteration 24Q: 3 clusters Score -419697.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -419706.718750 Penalty: 2928.427734
	Iteration 25Q: 3 clusters Score -419706.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -419714.687500 Penalty: 2928.427734
	Iteration 26Q: 3 clusters Score -419714.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -419726.406250 Penalty: 2928.427734
	Iteration 27Q: 3 clusters Score -419726.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -419735.875000 Penalty: 2928.427734
	Iteration 28Q: 3 clusters Score -419735.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -419746.687500 Penalty: 2928.427734
	Iteration 29Q: 3 clusters Score -419746.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -419763.906250 Penalty: 2928.427734
	Iteration 30Q: 3 clusters Score -419763.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -419780.000000 Penalty: 2928.427734
	Iteration 31Q: 3 clusters Score -419780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -419793.218750 Penalty: 2928.427734
	Iteration 32Q: 3 clusters Score -419793.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -419799.062500 Penalty: 2928.427734
	Iteration 33Q: 3 clusters Score -419799.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -419809.125000 Penalty: 2928.427734
	Iteration 34Q: 3 clusters Score -419809.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -419815.187500 Penalty: 2928.427734
	Iteration 35Q: 3 clusters Score -419815.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -419821.437500 Penalty: 2928.427734
	Iteration 36Q: 3 clusters Score -419821.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -419824.218750 Penalty: 2928.427734
	Iteration 37Q: 3 clusters Score -419824.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -419827.531250 Penalty: 2928.427734
	Iteration 38Q: 3 clusters Score -419827.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -419829.593750 Penalty: 2928.427734
	Iteration 39Q: 3 clusters Score -419829.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -419833.406250 Penalty: 2928.427734
	Iteration 40F: 3 clusters Score -419833.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -419837.437500 Penalty: 2928.427734
	Iteration 41Q: 3 clusters Score -419837.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -419842.593750 Penalty: 2928.427734
	Iteration 42Q: 3 clusters Score -419842.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -419846.437500 Penalty: 2928.427734
	Iteration 43Q: 3 clusters Score -419846.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -419851.593750 Penalty: 2928.427734
	Iteration 44Q: 3 clusters Score -419851.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -419856.343750 Penalty: 2928.427734
	Iteration 45Q: 3 clusters Score -419856.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -419862.187500 Penalty: 2928.427734
	Iteration 46Q: 3 clusters Score -419862.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -419866.343750 Penalty: 2928.427734
	Iteration 47Q: 3 clusters Score -419866.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -419866.343750 Penalty: 2928.427734
	Iteration 48Q: 3 clusters Score -419866.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -419869.843750 Penalty: 2928.427734
	Iteration 49Q: 3 clusters Score -419869.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -419871.062500 Penalty: 2928.427734
	Iteration 50Q: 3 clusters Score -419871.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -419872.718750 Penalty: 2928.427734
	Iteration 51Q: 3 clusters Score -419872.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -419876.875000 Penalty: 2928.427734
	Iteration 52Q: 3 clusters Score -419876.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -419883.093750 Penalty: 2928.427734
	Iteration 53Q: 3 clusters Score -419883.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -419886.156250 Penalty: 2928.427734
	Iteration 54Q: 3 clusters Score -419886.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -419891.187500 Penalty: 2928.427734
	Iteration 55Q: 3 clusters Score -419891.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -419899.156250 Penalty: 2928.427734
	Iteration 56Q: 3 clusters Score -419899.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -419901.187500 Penalty: 2928.427734
	Iteration 57Q: 3 clusters Score -419901.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -419904.718750 Penalty: 2928.427734
	Iteration 58Q: 3 clusters Score -419904.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -419908.500000 Penalty: 2928.427734
	Iteration 59Q: 3 clusters Score -419908.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -419913.250000 Penalty: 2928.427734
	Iteration 60F: 3 clusters Score -419913.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -419915.281250 Penalty: 2928.427734
	Iteration 61Q: 3 clusters Score -419915.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -419915.843750 Penalty: 2928.427734
	Iteration 62Q: 3 clusters Score -419915.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -419914.968750 Penalty: 2928.427734
	Iteration 63Q: 3 clusters Score -419915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -419914.968750 Penalty: 2928.427734
	Iteration 64F: 3 clusters Score -419915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 95881 members 
Mstep: Class 3 contains 4864 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6401 members 
Mstep: Class 6 contains 17894 members 
Mstep: Class 7 contains 10058 members 
Mstep: Class 8 contains 60816 members 
Mstep: Class 9 contains 7886 members 
Mstep: Class 10 contains 99898 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 7158 members 
Mstep: Class 14 contains 8790 members 
Mstep: Class 15 contains 8566 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80219 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 7004 members 
Mstep: Class 21 contains 196493 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19548 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933404.000000 Penalty: 54738.777344
Iteration 239Q: 26 clusters Score -3.59334e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 95901 members 
Mstep: Class 3 contains 4860 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6402 members 
Mstep: Class 6 contains 17914 members 
Mstep: Class 7 contains 10058 members 
Mstep: Class 8 contains 60816 members 
Mstep: Class 9 contains 7886 members 
Mstep: Class 10 contains 99887 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3337 members 
Mstep: Class 13 contains 7157 members 
Mstep: Class 14 contains 8790 members 
Mstep: Class 15 contains 8566 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80231 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6989 members 
Mstep: Class 21 contains 196489 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19531 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933388.000000 Penalty: 54738.777344
Iteration 240F: 26 clusters Score -3.593339e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 95925 members 
Mstep: Class 3 contains 4855 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6406 members 
Mstep: Class 6 contains 17933 members 
Mstep: Class 7 contains 10058 members 
Mstep: Class 8 contains 60816 members 
Mstep: Class 9 contains 7886 members 
Mstep: Class 10 contains 99884 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3337 members 
Mstep: Class 13 contains 7155 members 
Mstep: Class 14 contains 8793 members 
Mstep: Class 15 contains 8567 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80240 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6972 members 
Mstep: Class 21 contains 196481 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19506 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933400.000000 Penalty: 54738.777344
Iteration 241Q: 26 clusters Score -3.59334e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 95945 members 
Mstep: Class 3 contains 4852 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6410 members 
Mstep: Class 6 contains 17948 members 
Mstep: Class 7 contains 10059 members 
Mstep: Class 8 contains 60816 members 
Mstep: Class 9 contains 7886 members 
Mstep: Class 10 contains 99880 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 7157 members 
Mstep: Class 14 contains 8795 members 
Mstep: Class 15 contains 8567 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80242 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6960 members 
Mstep: Class 21 contains 196480 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19481 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933420.000000 Penalty: 54738.777344
Iteration 242Q: 26 clusters Score -3.593342e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 95961 members 
Mstep: Class 3 contains 4846 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6411 members 
Mstep: Class 6 contains 17964 members 
Mstep: Class 7 contains 10060 members 
Mstep: Class 8 contains 60816 members 
Mstep: Class 9 contains 7887 members 
Mstep: Class 10 contains 99879 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 7158 members 
Mstep: Class 14 contains 8797 members 
Mstep: Class 15 contains 8567 members 
Mstep: Class 16 contains 5512 members 
Mstep: Class 17 contains 80246 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6945 members 
Mstep: Class 21 contains 196477 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19463 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933408.000000 Penalty: 54738.777344
Iteration 243Q: 26 clusters Score -3.593341e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 95983 members 
Mstep: Class 3 contains 4845 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6414 members 
Mstep: Class 6 contains 17976 members 
Mstep: Class 7 contains 10060 members 
Mstep: Class 8 contains 60816 members 
Mstep: Class 9 contains 7886 members 
Mstep: Class 10 contains 99879 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 7157 members 
Mstep: Class 14 contains 8799 members 
Mstep: Class 15 contains 8567 members 
Mstep: Class 16 contains 5513 members 
Mstep: Class 17 contains 80251 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6926 members 
Mstep: Class 21 contains 196472 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19443 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933432.000000 Penalty: 54738.777344
Iteration 244Q: 26 clusters Score -3.593343e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 96002 members 
Mstep: Class 3 contains 4845 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6420 members 
Mstep: Class 6 contains 17985 members 
Mstep: Class 7 contains 10060 members 
Mstep: Class 8 contains 60816 members 
Mstep: Class 9 contains 7886 members 
Mstep: Class 10 contains 99874 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 7157 members 
Mstep: Class 14 contains 8802 members 
Mstep: Class 15 contains 8568 members 
Mstep: Class 16 contains 5513 members 
Mstep: Class 17 contains 80249 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6908 members 
Mstep: Class 21 contains 196474 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19428 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933408.000000 Penalty: 54738.777344
Iteration 245Q: 26 clusters Score -3.593341e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 96021 members 
Mstep: Class 3 contains 4845 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6420 members 
Mstep: Class 6 contains 17996 members 
Mstep: Class 7 contains 10059 members 
Mstep: Class 8 contains 60816 members 
Mstep: Class 9 contains 7886 members 
Mstep: Class 10 contains 99872 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3337 members 
Mstep: Class 13 contains 7158 members 
Mstep: Class 14 contains 8802 members 
Mstep: Class 15 contains 8568 members 
Mstep: Class 16 contains 5513 members 
Mstep: Class 17 contains 80252 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6896 members 
Mstep: Class 21 contains 196469 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19417 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933448.000000 Penalty: 54738.777344
Iteration 246Q: 26 clusters Score -3.593345e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 96040 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6419 members 
Mstep: Class 6 contains 18011 members 
Mstep: Class 7 contains 10060 members 
Mstep: Class 8 contains 60816 members 
Mstep: Class 9 contains 7885 members 
Mstep: Class 10 contains 99877 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 7158 members 
Mstep: Class 14 contains 8802 members 
Mstep: Class 15 contains 8568 members 
Mstep: Class 16 contains 5513 members 
Mstep: Class 17 contains 80249 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6879 members 
Mstep: Class 21 contains 196466 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19404 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933416.000000 Penalty: 54738.777344
Iteration 247Q: 26 clusters Score -3.593342e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 96064 members 
Mstep: Class 3 contains 4838 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6421 members 
Mstep: Class 6 contains 18020 members 
Mstep: Class 7 contains 10061 members 
Mstep: Class 8 contains 60815 members 
Mstep: Class 9 contains 7884 members 
Mstep: Class 10 contains 99875 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 7158 members 
Mstep: Class 14 contains 8803 members 
Mstep: Class 15 contains 8568 members 
Mstep: Class 16 contains 5513 members 
Mstep: Class 17 contains 80248 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6858 members 
Mstep: Class 21 contains 196469 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19390 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933448.000000 Penalty: 54738.777344
Iteration 248Q: 26 clusters Score -3.593345e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 96075 members 
Mstep: Class 3 contains 4839 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6427 members 
Mstep: Class 6 contains 18027 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60813 members 
Mstep: Class 9 contains 7884 members 
Mstep: Class 10 contains 99876 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 7157 members 
Mstep: Class 14 contains 8805 members 
Mstep: Class 15 contains 8568 members 
Mstep: Class 16 contains 5513 members 
Mstep: Class 17 contains 80246 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6849 members 
Mstep: Class 21 contains 196461 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19381 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933400.000000 Penalty: 54738.777344
Iteration 249Q: 26 clusters Score -3.59334e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 96086 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6435 members 
Mstep: Class 6 contains 18030 members 
Mstep: Class 7 contains 10061 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7885 members 
Mstep: Class 10 contains 99879 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3340 members 
Mstep: Class 13 contains 7157 members 
Mstep: Class 14 contains 8807 members 
Mstep: Class 15 contains 8568 members 
Mstep: Class 16 contains 5512 members 
Mstep: Class 17 contains 80245 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6842 members 
Mstep: Class 21 contains 196455 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19370 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933396.000000 Penalty: 54738.777344
Iteration 250Q: 26 clusters Score -3.59334e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 96108 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6440 members 
Mstep: Class 6 contains 18031 members 
Mstep: Class 7 contains 10061 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7884 members 
Mstep: Class 10 contains 99878 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3341 members 
Mstep: Class 13 contains 7158 members 
Mstep: Class 14 contains 8808 members 
Mstep: Class 15 contains 8567 members 
Mstep: Class 16 contains 5512 members 
Mstep: Class 17 contains 80242 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6827 members 
Mstep: Class 21 contains 196449 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19362 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933420.000000 Penalty: 54738.777344
Iteration 251Q: 26 clusters Score -3.593342e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 96120 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6441 members 
Mstep: Class 6 contains 18034 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7883 members 
Mstep: Class 10 contains 99879 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3340 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 8809 members 
Mstep: Class 15 contains 8567 members 
Mstep: Class 16 contains 5512 members 
Mstep: Class 17 contains 80241 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6821 members 
Mstep: Class 21 contains 196446 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19351 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933444.000000 Penalty: 54738.777344
Iteration 252Q: 26 clusters Score -3.593344e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 96124 members 
Mstep: Class 3 contains 4842 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6443 members 
Mstep: Class 6 contains 18042 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7883 members 
Mstep: Class 10 contains 99881 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3340 members 
Mstep: Class 13 contains 7158 members 
Mstep: Class 14 contains 8810 members 
Mstep: Class 15 contains 8567 members 
Mstep: Class 16 contains 5512 members 
Mstep: Class 17 contains 80242 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6818 members 
Mstep: Class 21 contains 196443 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19341 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933476.000000 Penalty: 54738.777344
Iteration 253Q: 26 clusters Score -3.593348e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 96131 members 
Mstep: Class 3 contains 4841 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6450 members 
Mstep: Class 6 contains 18053 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7882 members 
Mstep: Class 10 contains 99880 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3341 members 
Mstep: Class 13 contains 7158 members 
Mstep: Class 14 contains 8810 members 
Mstep: Class 15 contains 8567 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80239 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6816 members 
Mstep: Class 21 contains 196441 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19325 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933460.000000 Penalty: 54738.777344
Iteration 254Q: 26 clusters Score -3.593346e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 96137 members 
Mstep: Class 3 contains 4840 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6453 members 
Mstep: Class 6 contains 18060 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99880 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3341 members 
Mstep: Class 13 contains 7159 members 
Mstep: Class 14 contains 8810 members 
Mstep: Class 15 contains 8568 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80238 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6813 members 
Mstep: Class 21 contains 196441 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19313 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933440.000000 Penalty: 54738.777344
Iteration 255Q: 26 clusters Score -3.593344e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 96140 members 
Mstep: Class 3 contains 4838 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6461 members 
Mstep: Class 6 contains 18060 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99883 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3341 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 8810 members 
Mstep: Class 15 contains 8569 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80240 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6814 members 
Mstep: Class 21 contains 196438 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19298 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933412.000000 Penalty: 54738.777344
Iteration 256Q: 26 clusters Score -3.593341e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 96139 members 
Mstep: Class 3 contains 4836 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6466 members 
Mstep: Class 6 contains 18067 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99884 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 8809 members 
Mstep: Class 15 contains 8572 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80241 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6816 members 
Mstep: Class 21 contains 196432 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19285 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933420.000000 Penalty: 54738.777344
Iteration 257Q: 26 clusters Score -3.593342e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 96140 members 
Mstep: Class 3 contains 4835 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6469 members 
Mstep: Class 6 contains 18071 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99882 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 7159 members 
Mstep: Class 14 contains 8808 members 
Mstep: Class 15 contains 8575 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80242 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6817 members 
Mstep: Class 21 contains 196427 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19280 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933384.000000 Penalty: 54738.777344
Iteration 258Q: 26 clusters Score -3.593338e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 96138 members 
Mstep: Class 3 contains 4834 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6471 members 
Mstep: Class 6 contains 18075 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99879 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 7159 members 
Mstep: Class 14 contains 8811 members 
Mstep: Class 15 contains 8580 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80242 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6814 members 
Mstep: Class 21 contains 196426 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19272 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933384.000000 Penalty: 54738.777344
Iteration 259Q: 26 clusters Score -3.593338e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 96142 members 
Mstep: Class 3 contains 4833 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6476 members 
Mstep: Class 6 contains 18077 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99881 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 7157 members 
Mstep: Class 14 contains 8812 members 
Mstep: Class 15 contains 8581 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80242 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6813 members 
Mstep: Class 21 contains 196426 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19261 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933384.000000 Penalty: 54738.777344
Iteration 260F: 26 clusters Score -3.593338e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 96144 members 
Mstep: Class 3 contains 4832 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6478 members 
Mstep: Class 6 contains 18081 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99880 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 7157 members 
Mstep: Class 14 contains 8814 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80246 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6811 members 
Mstep: Class 21 contains 196424 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19253 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933392.000000 Penalty: 54738.777344
Iteration 261Q: 26 clusters Score -3.593339e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 96149 members 
Mstep: Class 3 contains 4832 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6481 members 
Mstep: Class 6 contains 18085 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99878 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3342 members 
Mstep: Class 13 contains 7159 members 
Mstep: Class 14 contains 8814 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80246 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6807 members 
Mstep: Class 21 contains 196425 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19244 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933436.000000 Penalty: 54738.777344
Iteration 262Q: 26 clusters Score -3.593344e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 96152 members 
Mstep: Class 3 contains 4831 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6484 members 
Mstep: Class 6 contains 18086 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99879 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3341 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 8815 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80243 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6806 members 
Mstep: Class 21 contains 196423 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 19242 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933424.000000 Penalty: 54738.777344
Iteration 263Q: 26 clusters Score -3.593342e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 96156 members 
Mstep: Class 3 contains 4830 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6484 members 
Mstep: Class 6 contains 18088 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99881 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 7159 members 
Mstep: Class 14 contains 8816 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80238 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6807 members 
Mstep: Class 21 contains 196424 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 19239 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933436.000000 Penalty: 54738.777344
Iteration 264Q: 26 clusters Score -3.593344e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 96163 members 
Mstep: Class 3 contains 4830 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6486 members 
Mstep: Class 6 contains 18090 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99882 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 7155 members 
Mstep: Class 14 contains 8818 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80240 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6799 members 
Mstep: Class 21 contains 196422 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 19237 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933404.000000 Penalty: 54738.777344
Iteration 265Q: 26 clusters Score -3.59334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 96166 members 
Mstep: Class 3 contains 4830 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6486 members 
Mstep: Class 6 contains 18089 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99884 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 7151 members 
Mstep: Class 14 contains 8818 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80240 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6797 members 
Mstep: Class 21 contains 196420 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 19241 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933396.000000 Penalty: 54738.777344
Iteration 266Q: 26 clusters Score -3.59334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 96168 members 
Mstep: Class 3 contains 4830 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6486 members 
Mstep: Class 6 contains 18088 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99886 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 7150 members 
Mstep: Class 14 contains 8819 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80239 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6796 members 
Mstep: Class 21 contains 196417 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 19243 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933400.000000 Penalty: 54738.777344
Iteration 267Q: 26 clusters Score -3.59334e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 96174 members 
Mstep: Class 3 contains 4830 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6486 members 
Mstep: Class 6 contains 18088 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99888 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 7152 members 
Mstep: Class 14 contains 8819 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80238 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6788 members 
Mstep: Class 21 contains 196416 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 19242 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933436.000000 Penalty: 54738.777344
Iteration 268Q: 26 clusters Score -3.593344e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 96181 members 
Mstep: Class 3 contains 4830 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6486 members 
Mstep: Class 6 contains 18088 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99887 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 7156 members 
Mstep: Class 14 contains 8819 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80238 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6778 members 
Mstep: Class 21 contains 196416 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 19242 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933420.000000 Penalty: 54738.777344
Iteration 269Q: 26 clusters Score -3.593342e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 96185 members 
Mstep: Class 3 contains 4830 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6486 members 
Mstep: Class 6 contains 18088 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99889 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 7158 members 
Mstep: Class 14 contains 8820 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80237 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6772 members 
Mstep: Class 21 contains 196414 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 19242 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933416.000000 Penalty: 54738.777344
Iteration 270Q: 26 clusters Score -3.593342e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 96190 members 
Mstep: Class 3 contains 4830 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6486 members 
Mstep: Class 6 contains 18088 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99890 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 8820 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80236 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6766 members 
Mstep: Class 21 contains 196414 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 19241 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933436.000000 Penalty: 54738.777344
Iteration 271Q: 26 clusters Score -3.593344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 96192 members 
Mstep: Class 3 contains 4830 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6486 members 
Mstep: Class 6 contains 18088 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99891 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 7161 members 
Mstep: Class 14 contains 8820 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80235 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6763 members 
Mstep: Class 21 contains 196414 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 19241 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933444.000000 Penalty: 54738.777344
Iteration 272Q: 26 clusters Score -3.593344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 96194 members 
Mstep: Class 3 contains 4830 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6486 members 
Mstep: Class 6 contains 18088 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99890 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 7163 members 
Mstep: Class 14 contains 8820 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80234 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6761 members 
Mstep: Class 21 contains 196414 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 19241 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933432.000000 Penalty: 54738.777344
Iteration 273Q: 26 clusters Score -3.593343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 96197 members 
Mstep: Class 3 contains 4830 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6486 members 
Mstep: Class 6 contains 18088 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99890 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 7163 members 
Mstep: Class 14 contains 8820 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80233 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6759 members 
Mstep: Class 21 contains 196414 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 19241 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933456.000000 Penalty: 54738.777344
Iteration 274Q: 26 clusters Score -3.593346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 96197 members 
Mstep: Class 3 contains 4830 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6486 members 
Mstep: Class 6 contains 18088 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99891 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 7164 members 
Mstep: Class 14 contains 8820 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80232 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6758 members 
Mstep: Class 21 contains 196414 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 19241 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933464.000000 Penalty: 54738.777344
Iteration 275Q: 26 clusters Score -3.593346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 96201 members 
Mstep: Class 3 contains 4830 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6486 members 
Mstep: Class 6 contains 18088 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99891 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 7164 members 
Mstep: Class 14 contains 8820 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80228 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6757 members 
Mstep: Class 21 contains 196415 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 19241 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933456.000000 Penalty: 54738.777344
Iteration 276Q: 26 clusters Score -3.593346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 96201 members 
Mstep: Class 3 contains 4830 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 6486 members 
Mstep: Class 6 contains 18088 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99891 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 7164 members 
Mstep: Class 14 contains 8820 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80228 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6757 members 
Mstep: Class 21 contains 196415 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 19241 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933456.000000 Penalty: 54738.777344
Iteration 277F: 26 clusters Score -3.593346e+07 nChanged 0
Entering ConstructFrom: 
Score: -35933456.000000 Penalty: 54738.777344
Entering ConstructFrom: 
Trying to split cluster 1 (5679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Entering Unmasked Estep 
Score: -268320.937500 Penalty: 1404.736206
	Iteration 0F: 2 clusters Score -268320.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -263956.343750 Penalty: 2809.472412
	Iteration 0F: 3 clusters Score -263956.3 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -265541.781250 Penalty: 2809.472412
	Iteration 1F: 3 clusters Score -265541.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -265956.468750 Penalty: 2809.472412
	Iteration 2F: 3 clusters Score -265956.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -266275.906250 Penalty: 2809.472412
	Iteration 3F: 3 clusters Score -266275.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -266479.093750 Penalty: 2809.472412
	Iteration 4F: 3 clusters Score -266479.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -266619.093750 Penalty: 2809.472412
	Iteration 5Q: 3 clusters Score -266619.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -266753.468750 Penalty: 2809.472412
	Iteration 6Q: 3 clusters Score -266753.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -266885.531250 Penalty: 2809.472412
	Iteration 7Q: 3 clusters Score -266885.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -267009.343750 Penalty: 2809.472412
	Iteration 8Q: 3 clusters Score -267009.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -267121.125000 Penalty: 2809.472412
	Iteration 9Q: 3 clusters Score -267121.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -267221.281250 Penalty: 2809.472412
	Iteration 10Q: 3 clusters Score -267221.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -267303.625000 Penalty: 2809.472412
	Iteration 11Q: 3 clusters Score -267303.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -267376.625000 Penalty: 2809.472412
	Iteration 12Q: 3 clusters Score -267376.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -267421.593750 Penalty: 2809.472412
	Iteration 13Q: 3 clusters Score -267421.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -267464.187500 Penalty: 2809.472412
	Iteration 14Q: 3 clusters Score -267464.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -267499.125000 Penalty: 2809.472412
	Iteration 15Q: 3 clusters Score -267499.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -267527.937500 Penalty: 2809.472412
	Iteration 16Q: 3 clusters Score -267527.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -267569.937500 Penalty: 2809.472412
	Iteration 17Q: 3 clusters Score -267569.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -267638.468750 Penalty: 2809.472412
	Iteration 18Q: 3 clusters Score -267638.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -267715.437500 Penalty: 2809.472412
	Iteration 19Q: 3 clusters Score -267715.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -267769.812500 Penalty: 2809.472412
	Iteration 20F: 3 clusters Score -267769.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -267803.812500 Penalty: 2809.472412
	Iteration 21Q: 3 clusters Score -267803.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -267828.375000 Penalty: 2809.472412
	Iteration 22Q: 3 clusters Score -267828.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -267847.906250 Penalty: 2809.472412
	Iteration 23Q: 3 clusters Score -267847.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -267864.375000 Penalty: 2809.472412
	Iteration 24Q: 3 clusters Score -267864.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -267883.781250 Penalty: 2809.472412
	Iteration 25Q: 3 clusters Score -267883.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -267907.187500 Penalty: 2809.472412
	Iteration 26Q: 3 clusters Score -267907.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -267925.750000 Penalty: 2809.472412
	Iteration 27Q: 3 clusters Score -267925.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -267940.937500 Penalty: 2809.472412
	Iteration 28Q: 3 clusters Score -267940.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -267949.968750 Penalty: 2809.472412
	Iteration 29Q: 3 clusters Score -267950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -267954.718750 Penalty: 2809.472412
	Iteration 30Q: 3 clusters Score -267954.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -267957.593750 Penalty: 2809.472412
	Iteration 31Q: 3 clusters Score -267957.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -267959.937500 Penalty: 2809.472412
	Iteration 32Q: 3 clusters Score -267959.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -267960.968750 Penalty: 2809.472412
	Iteration 33Q: 3 clusters Score -267961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -267962.250000 Penalty: 2809.472412
	Iteration 34Q: 3 clusters Score -267962.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -267963.156250 Penalty: 2809.472412
	Iteration 35Q: 3 clusters Score -267963.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -267965.187500 Penalty: 2809.472412
	Iteration 36Q: 3 clusters Score -267965.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -267966.062500 Penalty: 2809.472412
	Iteration 37Q: 3 clusters Score -267966.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -267967.093750 Penalty: 2809.472412
	Iteration 38Q: 3 clusters Score -267967.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -267967.093750 Penalty: 2809.472412
	Iteration 39F: 3 clusters Score -267967.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (96201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96201 members 
Entering Unmasked Estep 
Score: -5108836.000000 Penalty: 1864.556763
	Iteration 0F: 2 clusters Score -5108836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -5044483.500000 Penalty: 3729.113525
	Iteration 0F: 3 clusters Score -5044484 nChanged 45945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -5071273.000000 Penalty: 3729.113525
	Iteration 1F: 3 clusters Score -5071273 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -5072533.000000 Penalty: 3729.113525
	Iteration 2Q: 3 clusters Score -5072533 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -5074221.000000 Penalty: 3729.113525
	Iteration 3Q: 3 clusters Score -5074221 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54960 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -5076580.000000 Penalty: 3729.113525
	Iteration 4F: 3 clusters Score -5076580 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57952 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -5079696.000000 Penalty: 3729.113525
	Iteration 5F: 3 clusters Score -5079696 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61494 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -5084074.500000 Penalty: 3729.113525
	Iteration 6F: 3 clusters Score -5084074 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65049 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -5088828.500000 Penalty: 3729.113525
	Iteration 7F: 3 clusters Score -5088828 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67788 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -5092657.500000 Penalty: 3729.113525
	Iteration 8F: 3 clusters Score -5092658 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69898 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -5094989.500000 Penalty: 3729.113525
	Iteration 9Q: 3 clusters Score -5094990 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -5096173.000000 Penalty: 3729.113525
	Iteration 10Q: 3 clusters Score -5096173 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73303 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -5096901.000000 Penalty: 3729.113525
	Iteration 11Q: 3 clusters Score -5096901 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74890 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -5097522.500000 Penalty: 3729.113525
	Iteration 12Q: 3 clusters Score -5097522 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76504 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -5098108.500000 Penalty: 3729.113525
	Iteration 13Q: 3 clusters Score -5098108 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78146 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -5098746.000000 Penalty: 3729.113525
	Iteration 14Q: 3 clusters Score -5098746 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79830 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -5099477.000000 Penalty: 3729.113525
	Iteration 15Q: 3 clusters Score -5099477 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81505 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -5100191.000000 Penalty: 3729.113525
	Iteration 16Q: 3 clusters Score -5100191 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83102 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -5100958.500000 Penalty: 3729.113525
	Iteration 17Q: 3 clusters Score -5100958 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84671 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -5101739.000000 Penalty: 3729.113525
	Iteration 18Q: 3 clusters Score -5101739 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -5102544.000000 Penalty: 3729.113525
	Iteration 19Q: 3 clusters Score -5102544 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87509 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -5103252.500000 Penalty: 3729.113525
	Iteration 20F: 3 clusters Score -5103252 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88734 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -5103967.500000 Penalty: 3729.113525
	Iteration 21Q: 3 clusters Score -5103968 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89856 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -5104639.500000 Penalty: 3729.113525
	Iteration 22Q: 3 clusters Score -5104640 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90877 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -5105277.500000 Penalty: 3729.113525
	Iteration 23Q: 3 clusters Score -5105278 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91722 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -5105821.000000 Penalty: 3729.113525
	Iteration 24Q: 3 clusters Score -5105821 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92422 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -5106241.500000 Penalty: 3729.113525
	Iteration 25Q: 3 clusters Score -5106242 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92961 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -5106554.500000 Penalty: 3729.113525
	Iteration 26Q: 3 clusters Score -5106554 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93378 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -5106776.000000 Penalty: 3729.113525
	Iteration 27Q: 3 clusters Score -5106776 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93700 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -5106934.500000 Penalty: 3729.113525
	Iteration 28Q: 3 clusters Score -5106934 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93969 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -5107072.000000 Penalty: 3729.113525
	Iteration 29Q: 3 clusters Score -5107072 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94156 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5107177.500000 Penalty: 3729.113525
	Iteration 30Q: 3 clusters Score -5107178 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94310 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5107255.500000 Penalty: 3729.113525
	Iteration 31Q: 3 clusters Score -5107256 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94432 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5107310.500000 Penalty: 3729.113525
	Iteration 32Q: 3 clusters Score -5107310 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94522 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5107340.500000 Penalty: 3729.113525
	Iteration 33Q: 3 clusters Score -5107340 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94597 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -5107356.000000 Penalty: 3729.113525
	Iteration 34Q: 3 clusters Score -5107356 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94650 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5107383.000000 Penalty: 3729.113525
	Iteration 35Q: 3 clusters Score -5107383 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94695 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5107399.000000 Penalty: 3729.113525
	Iteration 36Q: 3 clusters Score -5107399 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94725 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5107393.000000 Penalty: 3729.113525
	Iteration 37Q: 3 clusters Score -5107393 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94752 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5107394.500000 Penalty: 3729.113525
	Iteration 38Q: 3 clusters Score -5107394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94775 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5107405.000000 Penalty: 3729.113525
	Iteration 39Q: 3 clusters Score -5107405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94794 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5107414.500000 Penalty: 3729.113525
	Iteration 40F: 3 clusters Score -5107414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94808 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5107422.500000 Penalty: 3729.113525
	Iteration 41Q: 3 clusters Score -5107422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94817 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5107419.500000 Penalty: 3729.113525
	Iteration 42Q: 3 clusters Score -5107420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94821 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5107412.500000 Penalty: 3729.113525
	Iteration 43Q: 3 clusters Score -5107412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94825 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5107414.500000 Penalty: 3729.113525
	Iteration 44Q: 3 clusters Score -5107414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94829 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5107416.500000 Penalty: 3729.113525
	Iteration 45Q: 3 clusters Score -5107416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94839 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5107415.000000 Penalty: 3729.113525
	Iteration 46Q: 3 clusters Score -5107415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94849 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5107423.500000 Penalty: 3729.113525
	Iteration 47Q: 3 clusters Score -5107424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94858 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5107423.000000 Penalty: 3729.113525
	Iteration 48Q: 3 clusters Score -5107423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94865 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5107422.000000 Penalty: 3729.113525
	Iteration 49Q: 3 clusters Score -5107422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94871 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -5107424.500000 Penalty: 3729.113525
	Iteration 50Q: 3 clusters Score -5107424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94876 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5107429.500000 Penalty: 3729.113525
	Iteration 51Q: 3 clusters Score -5107430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94883 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5107425.000000 Penalty: 3729.113525
	Iteration 52Q: 3 clusters Score -5107425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94894 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5107435.000000 Penalty: 3729.113525
	Iteration 53Q: 3 clusters Score -5107435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94905 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5107439.500000 Penalty: 3729.113525
	Iteration 54Q: 3 clusters Score -5107440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94924 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5107442.000000 Penalty: 3729.113525
	Iteration 55Q: 3 clusters Score -5107442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94941 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5107454.000000 Penalty: 3729.113525
	Iteration 56Q: 3 clusters Score -5107454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94956 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5107452.500000 Penalty: 3729.113525
	Iteration 57Q: 3 clusters Score -5107452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94965 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5107464.000000 Penalty: 3729.113525
	Iteration 58Q: 3 clusters Score -5107464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94971 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5107465.500000 Penalty: 3729.113525
	Iteration 59Q: 3 clusters Score -5107466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94976 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5107466.000000 Penalty: 3729.113525
	Iteration 60F: 3 clusters Score -5107466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94978 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5107470.500000 Penalty: 3729.113525
	Iteration 61Q: 3 clusters Score -5107470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94980 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5107470.000000 Penalty: 3729.113525
	Iteration 62Q: 3 clusters Score -5107470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94984 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5107466.500000 Penalty: 3729.113525
	Iteration 63Q: 3 clusters Score -5107466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94986 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5107466.000000 Penalty: 3729.113525
	Iteration 64Q: 3 clusters Score -5107466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94989 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5107468.000000 Penalty: 3729.113525
	Iteration 65Q: 3 clusters Score -5107468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94990 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5107467.500000 Penalty: 3729.113525
	Iteration 66Q: 3 clusters Score -5107468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94990 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5107467.500000 Penalty: 3729.113525
	Iteration 67F: 3 clusters Score -5107468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Entering Unmasked Estep 
Score: -237852.453125 Penalty: 1378.422852
	Iteration 0F: 2 clusters Score -237852.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -233960.343750 Penalty: 2756.845703
	Iteration 0F: 3 clusters Score -233960.3 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -235037.906250 Penalty: 2756.845703
	Iteration 1F: 3 clusters Score -235037.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -235247.046875 Penalty: 2756.845703
	Iteration 2F: 3 clusters Score -235247 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -235412.750000 Penalty: 2756.845703
	Iteration 3F: 3 clusters Score -235412.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -235604.796875 Penalty: 2756.845703
	Iteration 4F: 3 clusters Score -235604.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -235870.265625 Penalty: 2756.845703
	Iteration 5F: 3 clusters Score -235870.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -236148.187500 Penalty: 2756.845703
	Iteration 6F: 3 clusters Score -236148.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -236490.531250 Penalty: 2756.845703
	Iteration 7F: 3 clusters Score -236490.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -236783.921875 Penalty: 2756.845703
	Iteration 8F: 3 clusters Score -236783.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -236996.000000 Penalty: 2756.845703
	Iteration 9Q: 3 clusters Score -236996 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -237146.437500 Penalty: 2756.845703
	Iteration 10Q: 3 clusters Score -237146.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -237285.125000 Penalty: 2756.845703
	Iteration 11Q: 3 clusters Score -237285.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -237389.500000 Penalty: 2756.845703
	Iteration 12Q: 3 clusters Score -237389.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -237462.109375 Penalty: 2756.845703
	Iteration 13Q: 3 clusters Score -237462.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -237518.843750 Penalty: 2756.845703
	Iteration 14Q: 3 clusters Score -237518.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -237558.671875 Penalty: 2756.845703
	Iteration 15Q: 3 clusters Score -237558.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -237586.812500 Penalty: 2756.845703
	Iteration 16Q: 3 clusters Score -237586.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -237607.437500 Penalty: 2756.845703
	Iteration 17Q: 3 clusters Score -237607.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -237625.218750 Penalty: 2756.845703
	Iteration 18Q: 3 clusters Score -237625.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -237638.406250 Penalty: 2756.845703
	Iteration 19Q: 3 clusters Score -237638.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -237643.625000 Penalty: 2756.845703
	Iteration 20F: 3 clusters Score -237643.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -237646.937500 Penalty: 2756.845703
	Iteration 21Q: 3 clusters Score -237646.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -237653.000000 Penalty: 2756.845703
	Iteration 22Q: 3 clusters Score -237653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -237656.328125 Penalty: 2756.845703
	Iteration 23Q: 3 clusters Score -237656.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -237657.718750 Penalty: 2756.845703
	Iteration 24Q: 3 clusters Score -237657.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -237660.078125 Penalty: 2756.845703
	Iteration 25Q: 3 clusters Score -237660.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -237661.125000 Penalty: 2756.845703
	Iteration 26Q: 3 clusters Score -237661.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -237662.921875 Penalty: 2756.845703
	Iteration 27Q: 3 clusters Score -237662.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -237664.953125 Penalty: 2756.845703
	Iteration 28Q: 3 clusters Score -237665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -237666.968750 Penalty: 2756.845703
	Iteration 29Q: 3 clusters Score -237667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -237669.906250 Penalty: 2756.845703
	Iteration 30Q: 3 clusters Score -237669.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -237675.984375 Penalty: 2756.845703
	Iteration 31Q: 3 clusters Score -237676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -237683.828125 Penalty: 2756.845703
	Iteration 32Q: 3 clusters Score -237683.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -237688.796875 Penalty: 2756.845703
	Iteration 33Q: 3 clusters Score -237688.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -237692.984375 Penalty: 2756.845703
	Iteration 34Q: 3 clusters Score -237693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -237697.437500 Penalty: 2756.845703
	Iteration 35Q: 3 clusters Score -237697.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -237701.468750 Penalty: 2756.845703
	Iteration 36Q: 3 clusters Score -237701.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -237703.765625 Penalty: 2756.845703
	Iteration 37Q: 3 clusters Score -237703.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -237704.671875 Penalty: 2756.845703
	Iteration 38Q: 3 clusters Score -237704.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -237705.875000 Penalty: 2756.845703
	Iteration 39Q: 3 clusters Score -237705.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -237706.343750 Penalty: 2756.845703
	Iteration 40F: 3 clusters Score -237706.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -237706.718750 Penalty: 2756.845703
	Iteration 41Q: 3 clusters Score -237706.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -237707.968750 Penalty: 2756.845703
	Iteration 42Q: 3 clusters Score -237708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -237711.328125 Penalty: 2756.845703
	Iteration 43Q: 3 clusters Score -237711.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -237717.468750 Penalty: 2756.845703
	Iteration 44Q: 3 clusters Score -237717.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -237721.984375 Penalty: 2756.845703
	Iteration 45Q: 3 clusters Score -237722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -237729.390625 Penalty: 2756.845703
	Iteration 46Q: 3 clusters Score -237729.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -237732.265625 Penalty: 2756.845703
	Iteration 47Q: 3 clusters Score -237732.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -237732.781250 Penalty: 2756.845703
	Iteration 48Q: 3 clusters Score -237732.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -237733.812500 Penalty: 2756.845703
	Iteration 49Q: 3 clusters Score -237733.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -237735.828125 Penalty: 2756.845703
	Iteration 50Q: 3 clusters Score -237735.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -237737.234375 Penalty: 2756.845703
	Iteration 51Q: 3 clusters Score -237737.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -237737.593750 Penalty: 2756.845703
	Iteration 52Q: 3 clusters Score -237737.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -237738.031250 Penalty: 2756.845703
	Iteration 53Q: 3 clusters Score -237738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -237738.031250 Penalty: 2756.845703
	Iteration 54F: 3 clusters Score -237738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Entering Unmasked Estep 
Score: -341322.843750 Penalty: 1426.703125
	Iteration 0F: 2 clusters Score -341322.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -336388.250000 Penalty: 2853.406250
	Iteration 0F: 3 clusters Score -336388.2 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -337895.468750 Penalty: 2853.406250
	Iteration 1F: 3 clusters Score -337895.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -338122.125000 Penalty: 2853.406250
	Iteration 2F: 3 clusters Score -338122.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -338301.718750 Penalty: 2853.406250
	Iteration 3F: 3 clusters Score -338301.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -338492.750000 Penalty: 2853.406250
	Iteration 4F: 3 clusters Score -338492.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -338650.250000 Penalty: 2853.406250
	Iteration 5Q: 3 clusters Score -338650.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -338812.468750 Penalty: 2853.406250
	Iteration 6Q: 3 clusters Score -338812.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -338958.468750 Penalty: 2853.406250
	Iteration 7Q: 3 clusters Score -338958.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -339083.718750 Penalty: 2853.406250
	Iteration 8Q: 3 clusters Score -339083.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -339183.281250 Penalty: 2853.406250
	Iteration 9Q: 3 clusters Score -339183.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -339283.562500 Penalty: 2853.406250
	Iteration 10Q: 3 clusters Score -339283.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -339361.500000 Penalty: 2853.406250
	Iteration 11Q: 3 clusters Score -339361.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -339430.062500 Penalty: 2853.406250
	Iteration 12Q: 3 clusters Score -339430.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -339498.375000 Penalty: 2853.406250
	Iteration 13Q: 3 clusters Score -339498.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -339578.625000 Penalty: 2853.406250
	Iteration 14Q: 3 clusters Score -339578.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -339651.125000 Penalty: 2853.406250
	Iteration 15Q: 3 clusters Score -339651.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -339718.562500 Penalty: 2853.406250
	Iteration 16Q: 3 clusters Score -339718.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -339784.343750 Penalty: 2853.406250
	Iteration 17Q: 3 clusters Score -339784.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -339833.656250 Penalty: 2853.406250
	Iteration 18Q: 3 clusters Score -339833.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -339880.218750 Penalty: 2853.406250
	Iteration 19Q: 3 clusters Score -339880.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -339910.437500 Penalty: 2853.406250
	Iteration 20F: 3 clusters Score -339910.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -339944.375000 Penalty: 2853.406250
	Iteration 21Q: 3 clusters Score -339944.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -339974.031250 Penalty: 2853.406250
	Iteration 22Q: 3 clusters Score -339974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -340006.093750 Penalty: 2853.406250
	Iteration 23Q: 3 clusters Score -340006.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -340029.718750 Penalty: 2853.406250
	Iteration 24Q: 3 clusters Score -340029.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -340047.531250 Penalty: 2853.406250
	Iteration 25Q: 3 clusters Score -340047.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -340063.437500 Penalty: 2853.406250
	Iteration 26Q: 3 clusters Score -340063.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -340077.281250 Penalty: 2853.406250
	Iteration 27Q: 3 clusters Score -340077.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -340083.625000 Penalty: 2853.406250
	Iteration 28Q: 3 clusters Score -340083.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -340087.875000 Penalty: 2853.406250
	Iteration 29Q: 3 clusters Score -340087.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -340091.812500 Penalty: 2853.406250
	Iteration 30Q: 3 clusters Score -340091.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -340093.093750 Penalty: 2853.406250
	Iteration 31Q: 3 clusters Score -340093.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -340093.781250 Penalty: 2853.406250
	Iteration 32Q: 3 clusters Score -340093.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -340094.343750 Penalty: 2853.406250
	Iteration 33Q: 3 clusters Score -340094.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -340096.562500 Penalty: 2853.406250
	Iteration 34Q: 3 clusters Score -340096.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -340098.656250 Penalty: 2853.406250
	Iteration 35Q: 3 clusters Score -340098.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -340100.656250 Penalty: 2853.406250
	Iteration 36Q: 3 clusters Score -340100.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -340100.156250 Penalty: 2853.406250
	Iteration 37Q: 3 clusters Score -340100.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -340100.437500 Penalty: 2853.406250
	Iteration 38Q: 3 clusters Score -340100.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -340100.437500 Penalty: 2853.406250
	Iteration 39F: 3 clusters Score -340100.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Entering Unmasked Estep 
Score: -302418.187500 Penalty: 1426.327637
	Iteration 0F: 2 clusters Score -302418.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -297541.312500 Penalty: 2852.655273
	Iteration 0F: 3 clusters Score -297541.3 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -299455.437500 Penalty: 2852.655273
	Iteration 1F: 3 clusters Score -299455.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -300076.125000 Penalty: 2852.655273
	Iteration 2F: 3 clusters Score -300076.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -300584.281250 Penalty: 2852.655273
	Iteration 3F: 3 clusters Score -300584.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -300914.218750 Penalty: 2852.655273
	Iteration 4F: 3 clusters Score -300914.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -301081.375000 Penalty: 2852.655273
	Iteration 5F: 3 clusters Score -301081.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -301180.937500 Penalty: 2852.655273
	Iteration 6Q: 3 clusters Score -301180.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -301253.187500 Penalty: 2852.655273
	Iteration 7Q: 3 clusters Score -301253.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -301310.500000 Penalty: 2852.655273
	Iteration 8Q: 3 clusters Score -301310.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -301360.375000 Penalty: 2852.655273
	Iteration 9Q: 3 clusters Score -301360.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -301390.843750 Penalty: 2852.655273
	Iteration 10Q: 3 clusters Score -301390.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -301406.468750 Penalty: 2852.655273
	Iteration 11Q: 3 clusters Score -301406.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -301420.968750 Penalty: 2852.655273
	Iteration 12Q: 3 clusters Score -301421 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -301440.500000 Penalty: 2852.655273
	Iteration 13Q: 3 clusters Score -301440.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -301459.531250 Penalty: 2852.655273
	Iteration 14Q: 3 clusters Score -301459.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -301479.093750 Penalty: 2852.655273
	Iteration 15Q: 3 clusters Score -301479.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -301496.062500 Penalty: 2852.655273
	Iteration 16Q: 3 clusters Score -301496.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -301512.000000 Penalty: 2852.655273
	Iteration 17Q: 3 clusters Score -301512 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -301531.156250 Penalty: 2852.655273
	Iteration 18Q: 3 clusters Score -301531.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -301552.125000 Penalty: 2852.655273
	Iteration 19Q: 3 clusters Score -301552.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -301585.281250 Penalty: 2852.655273
	Iteration 20F: 3 clusters Score -301585.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -301618.312500 Penalty: 2852.655273
	Iteration 21Q: 3 clusters Score -301618.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -301654.656250 Penalty: 2852.655273
	Iteration 22Q: 3 clusters Score -301654.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -301695.281250 Penalty: 2852.655273
	Iteration 23Q: 3 clusters Score -301695.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -301741.406250 Penalty: 2852.655273
	Iteration 24Q: 3 clusters Score -301741.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -301802.812500 Penalty: 2852.655273
	Iteration 25Q: 3 clusters Score -301802.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -301874.625000 Penalty: 2852.655273
	Iteration 26Q: 3 clusters Score -301874.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -301946.906250 Penalty: 2852.655273
	Iteration 27Q: 3 clusters Score -301946.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -302053.187500 Penalty: 2852.655273
	Iteration 28Q: 3 clusters Score -302053.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -302206.156250 Penalty: 2852.655273
	Iteration 29Q: 3 clusters Score -302206.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -302330.750000 Penalty: 2852.655273
	Iteration 30Q: 3 clusters Score -302330.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -302431.968750 Penalty: 2852.655273
	Iteration 31Q: 3 clusters Score -302432 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -302504.187500 Penalty: 2852.655273
	Iteration 32Q: 3 clusters Score -302504.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -302553.406250 Penalty: 2852.655273
	Iteration 33Q: 3 clusters Score -302553.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -302589.843750 Penalty: 2852.655273
	Iteration 34Q: 3 clusters Score -302589.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -302620.843750 Penalty: 2852.655273
	Iteration 35Q: 3 clusters Score -302620.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -302652.250000 Penalty: 2852.655273
	Iteration 36Q: 3 clusters Score -302652.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -302692.031250 Penalty: 2852.655273
	Iteration 37Q: 3 clusters Score -302692 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -302731.593750 Penalty: 2852.655273
	Iteration 38Q: 3 clusters Score -302731.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -302770.781250 Penalty: 2852.655273
	Iteration 39Q: 3 clusters Score -302770.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -302805.625000 Penalty: 2852.655273
	Iteration 40F: 3 clusters Score -302805.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -302834.375000 Penalty: 2852.655273
	Iteration 41Q: 3 clusters Score -302834.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -302865.437500 Penalty: 2852.655273
	Iteration 42Q: 3 clusters Score -302865.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -302916.187500 Penalty: 2852.655273
	Iteration 43Q: 3 clusters Score -302916.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -303012.156250 Penalty: 2852.655273
	Iteration 44Q: 3 clusters Score -303012.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -303158.187500 Penalty: 2852.655273
	Iteration 45Q: 3 clusters Score -303158.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -303312.937500 Penalty: 2852.655273
	Iteration 46Q: 3 clusters Score -303312.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -303369.375000 Penalty: 2852.655273
	Iteration 47Q: 3 clusters Score -303369.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -303397.437500 Penalty: 2852.655273
	Iteration 48Q: 3 clusters Score -303397.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -303404.843750 Penalty: 2852.655273
	Iteration 49Q: 3 clusters Score -303404.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -303410.968750 Penalty: 2852.655273
	Iteration 50Q: 3 clusters Score -303411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -303412.406250 Penalty: 2852.655273
	Iteration 51Q: 3 clusters Score -303412.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -303413.718750 Penalty: 2852.655273
	Iteration 52Q: 3 clusters Score -303413.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -303414.312500 Penalty: 2852.655273
	Iteration 53Q: 3 clusters Score -303414.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -303415.375000 Penalty: 2852.655273
	Iteration 54Q: 3 clusters Score -303415.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -303416.750000 Penalty: 2852.655273
	Iteration 55Q: 3 clusters Score -303416.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -303416.937500 Penalty: 2852.655273
	Iteration 56Q: 3 clusters Score -303416.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -303416.812500 Penalty: 2852.655273
	Iteration 57Q: 3 clusters Score -303416.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -303417.062500 Penalty: 2852.655273
	Iteration 58Q: 3 clusters Score -303417.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -303417.968750 Penalty: 2852.655273
	Iteration 59Q: 3 clusters Score -303418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -303421.562500 Penalty: 2852.655273
	Iteration 60F: 3 clusters Score -303421.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -303422.218750 Penalty: 2852.655273
	Iteration 61Q: 3 clusters Score -303422.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -303422.687500 Penalty: 2852.655273
	Iteration 62Q: 3 clusters Score -303422.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -303422.718750 Penalty: 2852.655273
	Iteration 63Q: 3 clusters Score -303422.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -303423.000000 Penalty: 2852.655273
	Iteration 64Q: 3 clusters Score -303423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -303423.875000 Penalty: 2852.655273
	Iteration 65Q: 3 clusters Score -303423.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -303423.875000 Penalty: 2852.655273
	Iteration 66F: 3 clusters Score -303423.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 96201 members 
Mstep: Class 3 contains 4830 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 18088 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99891 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 7164 members 
Mstep: Class 14 contains 8820 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80228 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6757 members 
Mstep: Class 21 contains 196415 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 19241 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8214 members 
Mstep: Class 26 contains 4166 members 
Entering Unmasked Estep 
Score: -35933604.000000 Penalty: 56928.328125
Splitting cluster 5 changes total score from -35933456.000000 to -35933604.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 6 (18088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Entering Unmasked Estep 
Score: -941012.750000 Penalty: 1592.988159
	Iteration 0F: 2 clusters Score -941012.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -928487.375000 Penalty: 3185.976318
	Iteration 0F: 3 clusters Score -928487.4 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -933013.250000 Penalty: 3185.976318
	Iteration 1F: 3 clusters Score -933013.2 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -933438.812500 Penalty: 3185.976318
	Iteration 2F: 3 clusters Score -933438.8 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -933843.375000 Penalty: 3185.976318
	Iteration 3F: 3 clusters Score -933843.4 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -934221.312500 Penalty: 3185.976318
	Iteration 4Q: 3 clusters Score -934221.3 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -934620.875000 Penalty: 3185.976318
	Iteration 5Q: 3 clusters Score -934620.9 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -935162.750000 Penalty: 3185.976318
	Iteration 6Q: 3 clusters Score -935162.8 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -935862.000000 Penalty: 3185.976318
	Iteration 7F: 3 clusters Score -935862 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -936642.250000 Penalty: 3185.976318
	Iteration 8F: 3 clusters Score -936642.2 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -937403.562500 Penalty: 3185.976318
	Iteration 9F: 3 clusters Score -937403.6 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -937953.062500 Penalty: 3185.976318
	Iteration 10Q: 3 clusters Score -937953.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -938251.375000 Penalty: 3185.976318
	Iteration 11Q: 3 clusters Score -938251.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -938441.812500 Penalty: 3185.976318
	Iteration 12Q: 3 clusters Score -938441.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -938547.375000 Penalty: 3185.976318
	Iteration 13Q: 3 clusters Score -938547.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -938640.312500 Penalty: 3185.976318
	Iteration 14Q: 3 clusters Score -938640.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -938724.750000 Penalty: 3185.976318
	Iteration 15Q: 3 clusters Score -938724.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -938827.250000 Penalty: 3185.976318
	Iteration 16Q: 3 clusters Score -938827.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -938932.125000 Penalty: 3185.976318
	Iteration 17Q: 3 clusters Score -938932.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -939026.062500 Penalty: 3185.976318
	Iteration 18Q: 3 clusters Score -939026.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -939141.625000 Penalty: 3185.976318
	Iteration 19Q: 3 clusters Score -939141.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -939241.937500 Penalty: 3185.976318
	Iteration 20F: 3 clusters Score -939241.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -939342.812500 Penalty: 3185.976318
	Iteration 21Q: 3 clusters Score -939342.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -939418.250000 Penalty: 3185.976318
	Iteration 22Q: 3 clusters Score -939418.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -939489.000000 Penalty: 3185.976318
	Iteration 23Q: 3 clusters Score -939489 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -939551.125000 Penalty: 3185.976318
	Iteration 24Q: 3 clusters Score -939551.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -939599.187500 Penalty: 3185.976318
	Iteration 25Q: 3 clusters Score -939599.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -939648.062500 Penalty: 3185.976318
	Iteration 26Q: 3 clusters Score -939648.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -939688.812500 Penalty: 3185.976318
	Iteration 27Q: 3 clusters Score -939688.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -939722.750000 Penalty: 3185.976318
	Iteration 28Q: 3 clusters Score -939722.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -939748.000000 Penalty: 3185.976318
	Iteration 29Q: 3 clusters Score -939748 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -939773.625000 Penalty: 3185.976318
	Iteration 30Q: 3 clusters Score -939773.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -939794.500000 Penalty: 3185.976318
	Iteration 31Q: 3 clusters Score -939794.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -939819.250000 Penalty: 3185.976318
	Iteration 32Q: 3 clusters Score -939819.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -939835.500000 Penalty: 3185.976318
	Iteration 33Q: 3 clusters Score -939835.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -939854.750000 Penalty: 3185.976318
	Iteration 34Q: 3 clusters Score -939854.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -939872.500000 Penalty: 3185.976318
	Iteration 35Q: 3 clusters Score -939872.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -939884.187500 Penalty: 3185.976318
	Iteration 36Q: 3 clusters Score -939884.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -939896.812500 Penalty: 3185.976318
	Iteration 37Q: 3 clusters Score -939896.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -939906.687500 Penalty: 3185.976318
	Iteration 38Q: 3 clusters Score -939906.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -939914.562500 Penalty: 3185.976318
	Iteration 39Q: 3 clusters Score -939914.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -939922.937500 Penalty: 3185.976318
	Iteration 40F: 3 clusters Score -939922.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -939928.875000 Penalty: 3185.976318
	Iteration 41Q: 3 clusters Score -939928.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -939931.187500 Penalty: 3185.976318
	Iteration 42Q: 3 clusters Score -939931.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -939939.875000 Penalty: 3185.976318
	Iteration 43Q: 3 clusters Score -939939.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -939942.500000 Penalty: 3185.976318
	Iteration 44Q: 3 clusters Score -939942.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -939947.625000 Penalty: 3185.976318
	Iteration 45Q: 3 clusters Score -939947.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -939954.000000 Penalty: 3185.976318
	Iteration 46Q: 3 clusters Score -939954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -939959.125000 Penalty: 3185.976318
	Iteration 47Q: 3 clusters Score -939959.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -939965.875000 Penalty: 3185.976318
	Iteration 48Q: 3 clusters Score -939965.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -939967.437500 Penalty: 3185.976318
	Iteration 49Q: 3 clusters Score -939967.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -939970.875000 Penalty: 3185.976318
	Iteration 50Q: 3 clusters Score -939970.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -939973.187500 Penalty: 3185.976318
	Iteration 51Q: 3 clusters Score -939973.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -939978.437500 Penalty: 3185.976318
	Iteration 52Q: 3 clusters Score -939978.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -939981.562500 Penalty: 3185.976318
	Iteration 53Q: 3 clusters Score -939981.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -939984.437500 Penalty: 3185.976318
	Iteration 54Q: 3 clusters Score -939984.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -939989.812500 Penalty: 3185.976318
	Iteration 55Q: 3 clusters Score -939989.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -939991.500000 Penalty: 3185.976318
	Iteration 56Q: 3 clusters Score -939991.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -939999.500000 Penalty: 3185.976318
	Iteration 57Q: 3 clusters Score -939999.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -940002.875000 Penalty: 3185.976318
	Iteration 58Q: 3 clusters Score -940002.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -940004.500000 Penalty: 3185.976318
	Iteration 59Q: 3 clusters Score -940004.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -940004.750000 Penalty: 3185.976318
	Iteration 60F: 3 clusters Score -940004.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -940006.437500 Penalty: 3185.976318
	Iteration 61Q: 3 clusters Score -940006.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -940011.687500 Penalty: 3185.976318
	Iteration 62Q: 3 clusters Score -940011.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -940015.437500 Penalty: 3185.976318
	Iteration 63Q: 3 clusters Score -940015.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -940021.625000 Penalty: 3185.976318
	Iteration 64Q: 3 clusters Score -940021.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -940023.500000 Penalty: 3185.976318
	Iteration 65Q: 3 clusters Score -940023.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -940030.000000 Penalty: 3185.976318
	Iteration 66Q: 3 clusters Score -940030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -940038.500000 Penalty: 3185.976318
	Iteration 67Q: 3 clusters Score -940038.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -940049.500000 Penalty: 3185.976318
	Iteration 68Q: 3 clusters Score -940049.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -940052.937500 Penalty: 3185.976318
	Iteration 69Q: 3 clusters Score -940052.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -940056.750000 Penalty: 3185.976318
	Iteration 70Q: 3 clusters Score -940056.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -940058.687500 Penalty: 3185.976318
	Iteration 71Q: 3 clusters Score -940058.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -940059.187500 Penalty: 3185.976318
	Iteration 72Q: 3 clusters Score -940059.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -940061.875000 Penalty: 3185.976318
	Iteration 73Q: 3 clusters Score -940061.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -940066.312500 Penalty: 3185.976318
	Iteration 74Q: 3 clusters Score -940066.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -940071.000000 Penalty: 3185.976318
	Iteration 75Q: 3 clusters Score -940071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -940075.312500 Penalty: 3185.976318
	Iteration 76Q: 3 clusters Score -940075.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -940080.437500 Penalty: 3185.976318
	Iteration 77Q: 3 clusters Score -940080.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -940084.562500 Penalty: 3185.976318
	Iteration 78Q: 3 clusters Score -940084.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -940089.187500 Penalty: 3185.976318
	Iteration 79Q: 3 clusters Score -940089.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -940094.812500 Penalty: 3185.976318
	Iteration 80F: 3 clusters Score -940094.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -940097.250000 Penalty: 3185.976318
	Iteration 81Q: 3 clusters Score -940097.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -940100.187500 Penalty: 3185.976318
	Iteration 82Q: 3 clusters Score -940100.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -940102.812500 Penalty: 3185.976318
	Iteration 83Q: 3 clusters Score -940102.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -940104.875000 Penalty: 3185.976318
	Iteration 84Q: 3 clusters Score -940104.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -940105.375000 Penalty: 3185.976318
	Iteration 85Q: 3 clusters Score -940105.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -940105.312500 Penalty: 3185.976318
	Iteration 86Q: 3 clusters Score -940105.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -940105.187500 Penalty: 3185.976318
	Iteration 87Q: 3 clusters Score -940105.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -940105.625000 Penalty: 3185.976318
	Iteration 88Q: 3 clusters Score -940105.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -940107.875000 Penalty: 3185.976318
	Iteration 89Q: 3 clusters Score -940107.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -940109.000000 Penalty: 3185.976318
	Iteration 90Q: 3 clusters Score -940109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -940108.875000 Penalty: 3185.976318
	Iteration 91Q: 3 clusters Score -940108.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -940110.437500 Penalty: 3185.976318
	Iteration 92Q: 3 clusters Score -940110.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -940111.375000 Penalty: 3185.976318
	Iteration 93Q: 3 clusters Score -940111.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -940112.750000 Penalty: 3185.976318
	Iteration 94Q: 3 clusters Score -940112.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -940111.687500 Penalty: 3185.976318
	Iteration 95Q: 3 clusters Score -940111.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -940113.312500 Penalty: 3185.976318
	Iteration 96Q: 3 clusters Score -940113.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -940111.437500 Penalty: 3185.976318
	Iteration 97Q: 3 clusters Score -940111.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -940112.437500 Penalty: 3185.976318
	Iteration 98Q: 3 clusters Score -940112.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -940112.437500 Penalty: 3185.976318
	Iteration 99F: 3 clusters Score -940112.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Entering Unmasked Estep 
Score: -460405.968750 Penalty: 1497.684692
	Iteration 0F: 2 clusters Score -460406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -453165.937500 Penalty: 2995.369385
	Iteration 0F: 3 clusters Score -453165.9 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -455648.843750 Penalty: 2995.369385
	Iteration 1F: 3 clusters Score -455648.8 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -455958.281250 Penalty: 2995.369385
	Iteration 2F: 3 clusters Score -455958.3 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -456156.125000 Penalty: 2995.369385
	Iteration 3F: 3 clusters Score -456156.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -456321.031250 Penalty: 2995.369385
	Iteration 4Q: 3 clusters Score -456321 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -456484.843750 Penalty: 2995.369385
	Iteration 5Q: 3 clusters Score -456484.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -456665.718750 Penalty: 2995.369385
	Iteration 6Q: 3 clusters Score -456665.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -456888.468750 Penalty: 2995.369385
	Iteration 7Q: 3 clusters Score -456888.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -457145.906250 Penalty: 2995.369385
	Iteration 8Q: 3 clusters Score -457145.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -457389.437500 Penalty: 2995.369385
	Iteration 9Q: 3 clusters Score -457389.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -457670.562500 Penalty: 2995.369385
	Iteration 10Q: 3 clusters Score -457670.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -457948.187500 Penalty: 2995.369385
	Iteration 11Q: 3 clusters Score -457948.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -458179.093750 Penalty: 2995.369385
	Iteration 12Q: 3 clusters Score -458179.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -458419.968750 Penalty: 2995.369385
	Iteration 13Q: 3 clusters Score -458420 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -458617.156250 Penalty: 2995.369385
	Iteration 14Q: 3 clusters Score -458617.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -458811.656250 Penalty: 2995.369385
	Iteration 15Q: 3 clusters Score -458811.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -459039.812500 Penalty: 2995.369385
	Iteration 16Q: 3 clusters Score -459039.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -459276.156250 Penalty: 2995.369385
	Iteration 17Q: 3 clusters Score -459276.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -459522.437500 Penalty: 2995.369385
	Iteration 18Q: 3 clusters Score -459522.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -459794.312500 Penalty: 2995.369385
	Iteration 19Q: 3 clusters Score -459794.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -460083.062500 Penalty: 2995.369385
	Iteration 20F: 3 clusters Score -460083.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -460295.406250 Penalty: 2995.369385
	Iteration 21Q: 3 clusters Score -460295.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -460412.031250 Penalty: 2995.369385
	Iteration 22Q: 3 clusters Score -460412 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -460466.125000 Penalty: 2995.369385
	Iteration 23Q: 3 clusters Score -460466.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -460505.843750 Penalty: 2995.369385
	Iteration 24Q: 3 clusters Score -460505.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -460528.062500 Penalty: 2995.369385
	Iteration 25Q: 3 clusters Score -460528.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -460536.562500 Penalty: 2995.369385
	Iteration 26Q: 3 clusters Score -460536.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -460539.218750 Penalty: 2995.369385
	Iteration 27Q: 3 clusters Score -460539.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -460545.437500 Penalty: 2995.369385
	Iteration 28Q: 3 clusters Score -460545.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -460550.875000 Penalty: 2995.369385
	Iteration 29Q: 3 clusters Score -460550.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -460556.750000 Penalty: 2995.369385
	Iteration 30Q: 3 clusters Score -460556.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -460563.625000 Penalty: 2995.369385
	Iteration 31Q: 3 clusters Score -460563.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -460567.906250 Penalty: 2995.369385
	Iteration 32Q: 3 clusters Score -460567.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -460572.593750 Penalty: 2995.369385
	Iteration 33Q: 3 clusters Score -460572.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -460578.531250 Penalty: 2995.369385
	Iteration 34Q: 3 clusters Score -460578.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -460582.875000 Penalty: 2995.369385
	Iteration 35Q: 3 clusters Score -460582.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -460583.875000 Penalty: 2995.369385
	Iteration 36Q: 3 clusters Score -460583.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -460585.562500 Penalty: 2995.369385
	Iteration 37Q: 3 clusters Score -460585.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -460587.218750 Penalty: 2995.369385
	Iteration 38Q: 3 clusters Score -460587.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -460588.531250 Penalty: 2995.369385
	Iteration 39Q: 3 clusters Score -460588.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -460588.781250 Penalty: 2995.369385
	Iteration 40F: 3 clusters Score -460588.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 96201 members 
Mstep: Class 3 contains 4830 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 18088 members 
Mstep: Class 7 contains 756 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99891 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 7164 members 
Mstep: Class 14 contains 8820 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80228 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6757 members 
Mstep: Class 21 contains 196415 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 19241 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8214 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 9306 members 
Entering Unmasked Estep 
Score: -35933088.000000 Penalty: 59117.878906
Splitting cluster 7 changes total score from -35933456.000000 to -35933088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (60812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Entering Unmasked Estep 
Score: -3258385.000000 Penalty: 1790.025635
	Iteration 0F: 2 clusters Score -3258385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -3217580.750000 Penalty: 3580.051270
	Iteration 0F: 3 clusters Score -3217581 nChanged 28854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -3234119.250000 Penalty: 3580.051270
	Iteration 1F: 3 clusters Score -3234119 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -3234782.000000 Penalty: 3580.051270
	Iteration 2Q: 3 clusters Score -3234782 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -3235801.000000 Penalty: 3580.051270
	Iteration 3Q: 3 clusters Score -3235801 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -3237606.500000 Penalty: 3580.051270
	Iteration 4F: 3 clusters Score -3237606 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -3240828.000000 Penalty: 3580.051270
	Iteration 5F: 3 clusters Score -3240828 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49598 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -3245666.000000 Penalty: 3580.051270
	Iteration 6F: 3 clusters Score -3245666 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -3250782.750000 Penalty: 3580.051270
	Iteration 7F: 3 clusters Score -3250783 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58290 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3254330.000000 Penalty: 3580.051270
	Iteration 8F: 3 clusters Score -3254330 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59930 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3255942.250000 Penalty: 3580.051270
	Iteration 9Q: 3 clusters Score -3255942 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60445 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3256472.500000 Penalty: 3580.051270
	Iteration 10Q: 3 clusters Score -3256472 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3256644.500000 Penalty: 3580.051270
	Iteration 11Q: 3 clusters Score -3256644 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3256708.000000 Penalty: 3580.051270
	Iteration 12Q: 3 clusters Score -3256708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60630 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -3256740.000000 Penalty: 3580.051270
	Iteration 13Q: 3 clusters Score -3256740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60640 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3256765.000000 Penalty: 3580.051270
	Iteration 14Q: 3 clusters Score -3256765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60647 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -3256785.000000 Penalty: 3580.051270
	Iteration 15Q: 3 clusters Score -3256785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60648 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3256798.000000 Penalty: 3580.051270
	Iteration 16Q: 3 clusters Score -3256798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60648 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3256801.500000 Penalty: 3580.051270
	Iteration 17Q: 3 clusters Score -3256802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -3256803.750000 Penalty: 3580.051270
	Iteration 18Q: 3 clusters Score -3256804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -3256803.750000 Penalty: 3580.051270
	Iteration 19F: 3 clusters Score -3256804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Entering Unmasked Estep 
Score: -423648.656250 Penalty: 1457.984131
	Iteration 0F: 2 clusters Score -423648.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -417834.375000 Penalty: 2915.968262
	Iteration 0F: 3 clusters Score -417834.4 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -419626.218750 Penalty: 2915.968262
	Iteration 1F: 3 clusters Score -419626.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -419868.125000 Penalty: 2915.968262
	Iteration 2F: 3 clusters Score -419868.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -420062.718750 Penalty: 2915.968262
	Iteration 3F: 3 clusters Score -420062.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -420237.281250 Penalty: 2915.968262
	Iteration 4Q: 3 clusters Score -420237.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -420381.000000 Penalty: 2915.968262
	Iteration 5Q: 3 clusters Score -420381 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -420523.093750 Penalty: 2915.968262
	Iteration 6Q: 3 clusters Score -420523.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -420653.000000 Penalty: 2915.968262
	Iteration 7Q: 3 clusters Score -420653 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -420779.812500 Penalty: 2915.968262
	Iteration 8Q: 3 clusters Score -420779.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -420887.718750 Penalty: 2915.968262
	Iteration 9Q: 3 clusters Score -420887.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -420991.406250 Penalty: 2915.968262
	Iteration 10Q: 3 clusters Score -420991.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -421097.625000 Penalty: 2915.968262
	Iteration 11Q: 3 clusters Score -421097.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -421218.312500 Penalty: 2915.968262
	Iteration 12Q: 3 clusters Score -421218.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -421344.125000 Penalty: 2915.968262
	Iteration 13Q: 3 clusters Score -421344.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -421469.031250 Penalty: 2915.968262
	Iteration 14Q: 3 clusters Score -421469 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -421582.937500 Penalty: 2915.968262
	Iteration 15Q: 3 clusters Score -421582.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -421684.218750 Penalty: 2915.968262
	Iteration 16Q: 3 clusters Score -421684.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -421783.281250 Penalty: 2915.968262
	Iteration 17Q: 3 clusters Score -421783.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -421867.093750 Penalty: 2915.968262
	Iteration 18Q: 3 clusters Score -421867.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -421946.281250 Penalty: 2915.968262
	Iteration 19Q: 3 clusters Score -421946.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -422023.906250 Penalty: 2915.968262
	Iteration 20F: 3 clusters Score -422023.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -422094.312500 Penalty: 2915.968262
	Iteration 21Q: 3 clusters Score -422094.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -422172.312500 Penalty: 2915.968262
	Iteration 22Q: 3 clusters Score -422172.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -422230.968750 Penalty: 2915.968262
	Iteration 23Q: 3 clusters Score -422231 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -422267.562500 Penalty: 2915.968262
	Iteration 24Q: 3 clusters Score -422267.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -422298.218750 Penalty: 2915.968262
	Iteration 25Q: 3 clusters Score -422298.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -422317.281250 Penalty: 2915.968262
	Iteration 26Q: 3 clusters Score -422317.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -422326.250000 Penalty: 2915.968262
	Iteration 27Q: 3 clusters Score -422326.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -422333.843750 Penalty: 2915.968262
	Iteration 28Q: 3 clusters Score -422333.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -422341.656250 Penalty: 2915.968262
	Iteration 29Q: 3 clusters Score -422341.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -422350.906250 Penalty: 2915.968262
	Iteration 30Q: 3 clusters Score -422350.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -422356.437500 Penalty: 2915.968262
	Iteration 31Q: 3 clusters Score -422356.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -422356.875000 Penalty: 2915.968262
	Iteration 32Q: 3 clusters Score -422356.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -422356.875000 Penalty: 2915.968262
	Iteration 33F: 3 clusters Score -422356.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (99891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99891 members 
Entering Unmasked Estep 
Score: -5383723.500000 Penalty: 1870.673218
	Iteration 0F: 2 clusters Score -5383724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -5317038.500000 Penalty: 3741.346436
	Iteration 0F: 3 clusters Score -5317038 nChanged 47649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -5344018.000000 Penalty: 3741.346436
	Iteration 1F: 3 clusters Score -5344018 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49399 members 
Mstep: Class 2 contains 50492 members 
Entering Unmasked Estep 
Score: -5344625.500000 Penalty: 3741.346436
	Iteration 2Q: 3 clusters Score -5344626 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
Score: -5345198.500000 Penalty: 3741.346436
	Iteration 3Q: 3 clusters Score -5345198 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -5345870.000000 Penalty: 3741.346436
	Iteration 4Q: 3 clusters Score -5345870 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -5346715.000000 Penalty: 3741.346436
	Iteration 5Q: 3 clusters Score -5346715 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 54507 members 
Entering Unmasked Estep 
Score: -5347943.000000 Penalty: 3741.346436
	Iteration 6Q: 3 clusters Score -5347943 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 57155 members 
Entering Unmasked Estep 
Score: -5349777.500000 Penalty: 3741.346436
	Iteration 7Q: 3 clusters Score -5349778 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 60850 members 
Entering Unmasked Estep 
Score: -5352732.000000 Penalty: 3741.346436
	Iteration 8F: 3 clusters Score -5352732 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 65555 members 
Entering Unmasked Estep 
Score: -5356931.500000 Penalty: 3741.346436
	Iteration 9F: 3 clusters Score -5356932 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 70725 members 
Entering Unmasked Estep 
Score: -5362026.500000 Penalty: 3741.346436
	Iteration 10F: 3 clusters Score -5362026 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 75387 members 
Entering Unmasked Estep 
Score: -5367042.500000 Penalty: 3741.346436
	Iteration 11F: 3 clusters Score -5367042 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 78998 members 
Entering Unmasked Estep 
Score: -5370839.500000 Penalty: 3741.346436
	Iteration 12Q: 3 clusters Score -5370840 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 81598 members 
Entering Unmasked Estep 
Score: -5373135.500000 Penalty: 3741.346436
	Iteration 13Q: 3 clusters Score -5373136 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 83679 members 
Entering Unmasked Estep 
Score: -5374599.500000 Penalty: 3741.346436
	Iteration 14Q: 3 clusters Score -5374600 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 85507 members 
Entering Unmasked Estep 
Score: -5375746.500000 Penalty: 3741.346436
	Iteration 15Q: 3 clusters Score -5375746 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 87190 members 
Entering Unmasked Estep 
Score: -5376814.500000 Penalty: 3741.346436
	Iteration 16Q: 3 clusters Score -5376814 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 88714 members 
Entering Unmasked Estep 
Score: -5377761.500000 Penalty: 3741.346436
	Iteration 17Q: 3 clusters Score -5377762 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 90061 members 
Entering Unmasked Estep 
Score: -5378548.500000 Penalty: 3741.346436
	Iteration 18Q: 3 clusters Score -5378548 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 91296 members 
Entering Unmasked Estep 
Score: -5379272.000000 Penalty: 3741.346436
	Iteration 19Q: 3 clusters Score -5379272 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 92384 members 
Entering Unmasked Estep 
Score: -5379872.000000 Penalty: 3741.346436
	Iteration 20F: 3 clusters Score -5379872 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 93292 members 
Entering Unmasked Estep 
Score: -5380353.000000 Penalty: 3741.346436
	Iteration 21Q: 3 clusters Score -5380353 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 94060 members 
Entering Unmasked Estep 
Score: -5380714.500000 Penalty: 3741.346436
	Iteration 22Q: 3 clusters Score -5380714 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 94733 members 
Entering Unmasked Estep 
Score: -5380986.000000 Penalty: 3741.346436
	Iteration 23Q: 3 clusters Score -5380986 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 95319 members 
Entering Unmasked Estep 
Score: -5381218.000000 Penalty: 3741.346436
	Iteration 24Q: 3 clusters Score -5381218 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 95792 members 
Entering Unmasked Estep 
Score: -5381430.000000 Penalty: 3741.346436
	Iteration 25Q: 3 clusters Score -5381430 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 96205 members 
Entering Unmasked Estep 
Score: -5381575.500000 Penalty: 3741.346436
	Iteration 26Q: 3 clusters Score -5381576 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 96537 members 
Entering Unmasked Estep 
Score: -5381715.500000 Penalty: 3741.346436
	Iteration 27Q: 3 clusters Score -5381716 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 96820 members 
Entering Unmasked Estep 
Score: -5381804.000000 Penalty: 3741.346436
	Iteration 28Q: 3 clusters Score -5381804 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 97087 members 
Entering Unmasked Estep 
Score: -5381909.000000 Penalty: 3741.346436
	Iteration 29Q: 3 clusters Score -5381909 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 97316 members 
Entering Unmasked Estep 
Score: -5381949.500000 Penalty: 3741.346436
	Iteration 30Q: 3 clusters Score -5381950 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 97486 members 
Entering Unmasked Estep 
Score: -5382029.500000 Penalty: 3741.346436
	Iteration 31Q: 3 clusters Score -5382030 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 97632 members 
Entering Unmasked Estep 
Score: -5382060.000000 Penalty: 3741.346436
	Iteration 32Q: 3 clusters Score -5382060 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 97753 members 
Entering Unmasked Estep 
Score: -5382074.500000 Penalty: 3741.346436
	Iteration 33Q: 3 clusters Score -5382074 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 97856 members 
Entering Unmasked Estep 
Score: -5382105.000000 Penalty: 3741.346436
	Iteration 34Q: 3 clusters Score -5382105 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 97938 members 
Entering Unmasked Estep 
Score: -5382129.500000 Penalty: 3741.346436
	Iteration 35Q: 3 clusters Score -5382130 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 98024 members 
Entering Unmasked Estep 
Score: -5382166.500000 Penalty: 3741.346436
	Iteration 36Q: 3 clusters Score -5382166 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 98091 members 
Entering Unmasked Estep 
Score: -5382179.000000 Penalty: 3741.346436
	Iteration 37Q: 3 clusters Score -5382179 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 98154 members 
Entering Unmasked Estep 
Score: -5382192.000000 Penalty: 3741.346436
	Iteration 38Q: 3 clusters Score -5382192 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 98219 members 
Entering Unmasked Estep 
Score: -5382200.500000 Penalty: 3741.346436
	Iteration 39Q: 3 clusters Score -5382200 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 98290 members 
Entering Unmasked Estep 
Score: -5382223.000000 Penalty: 3741.346436
	Iteration 40F: 3 clusters Score -5382223 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 98341 members 
Entering Unmasked Estep 
Score: -5382249.000000 Penalty: 3741.346436
	Iteration 41Q: 3 clusters Score -5382249 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 98395 members 
Entering Unmasked Estep 
Score: -5382265.000000 Penalty: 3741.346436
	Iteration 42Q: 3 clusters Score -5382265 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 98441 members 
Entering Unmasked Estep 
Score: -5382269.000000 Penalty: 3741.346436
	Iteration 43Q: 3 clusters Score -5382269 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 98489 members 
Entering Unmasked Estep 
Score: -5382287.000000 Penalty: 3741.346436
	Iteration 44Q: 3 clusters Score -5382287 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 98529 members 
Entering Unmasked Estep 
Score: -5382296.500000 Penalty: 3741.346436
	Iteration 45Q: 3 clusters Score -5382296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 98560 members 
Entering Unmasked Estep 
Score: -5382302.000000 Penalty: 3741.346436
	Iteration 46Q: 3 clusters Score -5382302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 98593 members 
Entering Unmasked Estep 
Score: -5382316.500000 Penalty: 3741.346436
	Iteration 47Q: 3 clusters Score -5382316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 98620 members 
Entering Unmasked Estep 
Score: -5382327.000000 Penalty: 3741.346436
	Iteration 48Q: 3 clusters Score -5382327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 98648 members 
Entering Unmasked Estep 
Score: -5382341.000000 Penalty: 3741.346436
	Iteration 49Q: 3 clusters Score -5382341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 98664 members 
Entering Unmasked Estep 
Score: -5382358.000000 Penalty: 3741.346436
	Iteration 50Q: 3 clusters Score -5382358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 98683 members 
Entering Unmasked Estep 
Score: -5382349.000000 Penalty: 3741.346436
	Iteration 51Q: 3 clusters Score -5382349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 98698 members 
Entering Unmasked Estep 
Score: -5382349.000000 Penalty: 3741.346436
	Iteration 52Q: 3 clusters Score -5382349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 98708 members 
Entering Unmasked Estep 
Score: -5382358.000000 Penalty: 3741.346436
	Iteration 53Q: 3 clusters Score -5382358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 98719 members 
Entering Unmasked Estep 
Score: -5382370.000000 Penalty: 3741.346436
	Iteration 54Q: 3 clusters Score -5382370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 98729 members 
Entering Unmasked Estep 
Score: -5382370.000000 Penalty: 3741.346436
	Iteration 55Q: 3 clusters Score -5382370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 98733 members 
Entering Unmasked Estep 
Score: -5382371.500000 Penalty: 3741.346436
	Iteration 56Q: 3 clusters Score -5382372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 98738 members 
Entering Unmasked Estep 
Score: -5382379.000000 Penalty: 3741.346436
	Iteration 57Q: 3 clusters Score -5382379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 98750 members 
Entering Unmasked Estep 
Score: -5382377.500000 Penalty: 3741.346436
	Iteration 58Q: 3 clusters Score -5382378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 98758 members 
Entering Unmasked Estep 
Score: -5382371.500000 Penalty: 3741.346436
	Iteration 59Q: 3 clusters Score -5382372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 98767 members 
Entering Unmasked Estep 
Score: -5382379.000000 Penalty: 3741.346436
	Iteration 60F: 3 clusters Score -5382379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 98773 members 
Entering Unmasked Estep 
Score: -5382381.500000 Penalty: 3741.346436
	Iteration 61Q: 3 clusters Score -5382382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 98779 members 
Entering Unmasked Estep 
Score: -5382383.000000 Penalty: 3741.346436
	Iteration 62Q: 3 clusters Score -5382383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 98784 members 
Entering Unmasked Estep 
Score: -5382381.500000 Penalty: 3741.346436
	Iteration 63Q: 3 clusters Score -5382382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 98786 members 
Entering Unmasked Estep 
Score: -5382384.000000 Penalty: 3741.346436
	Iteration 64Q: 3 clusters Score -5382384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 98786 members 
Entering Unmasked Estep 
Score: -5382384.000000 Penalty: 3741.346436
	Iteration 65F: 3 clusters Score -5382384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Entering Unmasked Estep 
Score: -1475469.000000 Penalty: 1665.587402
	Iteration 0F: 2 clusters Score -1475469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1456401.875000 Penalty: 3331.174805
	Iteration 0F: 3 clusters Score -1456402 nChanged 12971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1463492.750000 Penalty: 3331.174805
	Iteration 1F: 3 clusters Score -1463493 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -1463804.875000 Penalty: 3331.174805
	Iteration 2Q: 3 clusters Score -1463805 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1464105.625000 Penalty: 3331.174805
	Iteration 3Q: 3 clusters Score -1464106 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -1464437.875000 Penalty: 3331.174805
	Iteration 4Q: 3 clusters Score -1464438 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -1464942.250000 Penalty: 3331.174805
	Iteration 5Q: 3 clusters Score -1464942 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -1465808.000000 Penalty: 3331.174805
	Iteration 6F: 3 clusters Score -1465808 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -1467298.125000 Penalty: 3331.174805
	Iteration 7F: 3 clusters Score -1467298 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -1469548.125000 Penalty: 3331.174805
	Iteration 8F: 3 clusters Score -1469548 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -1471826.250000 Penalty: 3331.174805
	Iteration 9F: 3 clusters Score -1471826 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -1473291.750000 Penalty: 3331.174805
	Iteration 10F: 3 clusters Score -1473292 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -1473924.875000 Penalty: 3331.174805
	Iteration 11Q: 3 clusters Score -1473925 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -1474225.625000 Penalty: 3331.174805
	Iteration 12Q: 3 clusters Score -1474226 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -1474372.875000 Penalty: 3331.174805
	Iteration 13Q: 3 clusters Score -1474373 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -1474434.000000 Penalty: 3331.174805
	Iteration 14Q: 3 clusters Score -1474434 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -1474473.250000 Penalty: 3331.174805
	Iteration 15Q: 3 clusters Score -1474473 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -1474494.375000 Penalty: 3331.174805
	Iteration 16Q: 3 clusters Score -1474494 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -1474502.625000 Penalty: 3331.174805
	Iteration 17Q: 3 clusters Score -1474503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -1474508.500000 Penalty: 3331.174805
	Iteration 18Q: 3 clusters Score -1474508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -1474510.875000 Penalty: 3331.174805
	Iteration 19Q: 3 clusters Score -1474511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -1474514.250000 Penalty: 3331.174805
	Iteration 20F: 3 clusters Score -1474514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -1474516.625000 Penalty: 3331.174805
	Iteration 21Q: 3 clusters Score -1474517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -1474516.500000 Penalty: 3331.174805
	Iteration 22Q: 3 clusters Score -1474516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -1474516.250000 Penalty: 3331.174805
	Iteration 23Q: 3 clusters Score -1474516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -1474516.750000 Penalty: 3331.174805
	Iteration 24Q: 3 clusters Score -1474517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -1474515.250000 Penalty: 3331.174805
	Iteration 25Q: 3 clusters Score -1474515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -1474516.375000 Penalty: 3331.174805
	Iteration 26Q: 3 clusters Score -1474516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -1474516.625000 Penalty: 3331.174805
	Iteration 27Q: 3 clusters Score -1474517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -1474516.625000 Penalty: 3331.174805
	Iteration 28F: 3 clusters Score -1474517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Entering Unmasked Estep 
Score: -125072.164062 Penalty: 1318.431763
	Iteration 0F: 2 clusters Score -125072.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -122162.429688 Penalty: 2636.863525
	Iteration 0F: 3 clusters Score -122162.4 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -123168.406250 Penalty: 2636.863525
	Iteration 1F: 3 clusters Score -123168.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -123591.382812 Penalty: 2636.863525
	Iteration 2F: 3 clusters Score -123591.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -123895.375000 Penalty: 2636.863525
	Iteration 3F: 3 clusters Score -123895.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -124087.968750 Penalty: 2636.863525
	Iteration 4F: 3 clusters Score -124088 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -124223.468750 Penalty: 2636.863525
	Iteration 5Q: 3 clusters Score -124223.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -124316.171875 Penalty: 2636.863525
	Iteration 6Q: 3 clusters Score -124316.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -124369.023438 Penalty: 2636.863525
	Iteration 7Q: 3 clusters Score -124369 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -124404.601562 Penalty: 2636.863525
	Iteration 8Q: 3 clusters Score -124404.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -124439.156250 Penalty: 2636.863525
	Iteration 9Q: 3 clusters Score -124439.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -124484.570312 Penalty: 2636.863525
	Iteration 10Q: 3 clusters Score -124484.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -124523.289062 Penalty: 2636.863525
	Iteration 11Q: 3 clusters Score -124523.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -124543.851562 Penalty: 2636.863525
	Iteration 12Q: 3 clusters Score -124543.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -124556.093750 Penalty: 2636.863525
	Iteration 13Q: 3 clusters Score -124556.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -124565.773438 Penalty: 2636.863525
	Iteration 14Q: 3 clusters Score -124565.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -124571.187500 Penalty: 2636.863525
	Iteration 15Q: 3 clusters Score -124571.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -124573.359375 Penalty: 2636.863525
	Iteration 16Q: 3 clusters Score -124573.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -124574.851562 Penalty: 2636.863525
	Iteration 17Q: 3 clusters Score -124574.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -124580.398438 Penalty: 2636.863525
	Iteration 18Q: 3 clusters Score -124580.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -124583.617188 Penalty: 2636.863525
	Iteration 19Q: 3 clusters Score -124583.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -124588.062500 Penalty: 2636.863525
	Iteration 20F: 3 clusters Score -124588.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -124590.390625 Penalty: 2636.863525
	Iteration 21Q: 3 clusters Score -124590.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -124591.789062 Penalty: 2636.863525
	Iteration 22Q: 3 clusters Score -124591.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -124593.062500 Penalty: 2636.863525
	Iteration 23Q: 3 clusters Score -124593.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -124594.398438 Penalty: 2636.863525
	Iteration 24Q: 3 clusters Score -124594.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -124596.851562 Penalty: 2636.863525
	Iteration 25Q: 3 clusters Score -124596.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -124599.656250 Penalty: 2636.863525
	Iteration 26Q: 3 clusters Score -124599.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -124602.148438 Penalty: 2636.863525
	Iteration 27Q: 3 clusters Score -124602.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -124603.914062 Penalty: 2636.863525
	Iteration 28Q: 3 clusters Score -124603.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -124604.539062 Penalty: 2636.863525
	Iteration 29Q: 3 clusters Score -124604.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -124605.257812 Penalty: 2636.863525
	Iteration 30Q: 3 clusters Score -124605.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -124605.710938 Penalty: 2636.863525
	Iteration 31Q: 3 clusters Score -124605.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -124605.710938 Penalty: 2636.863525
	Iteration 32F: 3 clusters Score -124605.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Entering Unmasked Estep 
Score: -363356.156250 Penalty: 1442.483765
	Iteration 0F: 2 clusters Score -363356.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -357948.375000 Penalty: 2884.967529
	Iteration 0F: 3 clusters Score -357948.4 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -359679.750000 Penalty: 2884.967529
	Iteration 1F: 3 clusters Score -359679.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -359992.156250 Penalty: 2884.967529
	Iteration 2F: 3 clusters Score -359992.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -360268.812500 Penalty: 2884.967529
	Iteration 3F: 3 clusters Score -360268.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -360510.000000 Penalty: 2884.967529
	Iteration 4F: 3 clusters Score -360510 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -360776.843750 Penalty: 2884.967529
	Iteration 5F: 3 clusters Score -360776.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -361024.468750 Penalty: 2884.967529
	Iteration 6Q: 3 clusters Score -361024.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -361277.843750 Penalty: 2884.967529
	Iteration 7Q: 3 clusters Score -361277.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -361517.031250 Penalty: 2884.967529
	Iteration 8Q: 3 clusters Score -361517 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -361721.625000 Penalty: 2884.967529
	Iteration 9Q: 3 clusters Score -361721.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -361895.593750 Penalty: 2884.967529
	Iteration 10Q: 3 clusters Score -361895.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -361998.281250 Penalty: 2884.967529
	Iteration 11Q: 3 clusters Score -361998.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -362062.187500 Penalty: 2884.967529
	Iteration 12Q: 3 clusters Score -362062.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -362105.812500 Penalty: 2884.967529
	Iteration 13Q: 3 clusters Score -362105.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -362129.031250 Penalty: 2884.967529
	Iteration 14Q: 3 clusters Score -362129 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -362143.062500 Penalty: 2884.967529
	Iteration 15Q: 3 clusters Score -362143.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -362153.593750 Penalty: 2884.967529
	Iteration 16Q: 3 clusters Score -362153.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -362160.031250 Penalty: 2884.967529
	Iteration 17Q: 3 clusters Score -362160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -362167.937500 Penalty: 2884.967529
	Iteration 18Q: 3 clusters Score -362167.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -362173.437500 Penalty: 2884.967529
	Iteration 19Q: 3 clusters Score -362173.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -362177.500000 Penalty: 2884.967529
	Iteration 20F: 3 clusters Score -362177.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -362180.656250 Penalty: 2884.967529
	Iteration 21Q: 3 clusters Score -362180.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -362182.656250 Penalty: 2884.967529
	Iteration 22Q: 3 clusters Score -362182.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -362185.093750 Penalty: 2884.967529
	Iteration 23Q: 3 clusters Score -362185.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -362185.781250 Penalty: 2884.967529
	Iteration 24Q: 3 clusters Score -362185.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -362185.906250 Penalty: 2884.967529
	Iteration 25Q: 3 clusters Score -362185.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -362186.625000 Penalty: 2884.967529
	Iteration 26Q: 3 clusters Score -362186.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -362185.906250 Penalty: 2884.967529
	Iteration 27Q: 3 clusters Score -362185.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -362187.281250 Penalty: 2884.967529
	Iteration 28Q: 3 clusters Score -362187.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -362188.562500 Penalty: 2884.967529
	Iteration 29Q: 3 clusters Score -362188.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -362189.156250 Penalty: 2884.967529
	Iteration 30Q: 3 clusters Score -362189.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -362190.468750 Penalty: 2884.967529
	Iteration 31Q: 3 clusters Score -362190.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -362191.406250 Penalty: 2884.967529
	Iteration 32Q: 3 clusters Score -362191.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -362192.031250 Penalty: 2884.967529
	Iteration 33Q: 3 clusters Score -362192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -362191.781250 Penalty: 2884.967529
	Iteration 34Q: 3 clusters Score -362191.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -362191.781250 Penalty: 2884.967529
	Iteration 35F: 3 clusters Score -362191.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Entering Unmasked Estep 
Score: -441954.125000 Penalty: 1476.276245
	Iteration 0F: 2 clusters Score -441954.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -435539.906250 Penalty: 2952.552490
	Iteration 0F: 3 clusters Score -435539.9 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -437682.468750 Penalty: 2952.552490
	Iteration 1F: 3 clusters Score -437682.5 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -438082.281250 Penalty: 2952.552490
	Iteration 2F: 3 clusters Score -438082.3 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -438380.375000 Penalty: 2952.552490
	Iteration 3F: 3 clusters Score -438380.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -438635.156250 Penalty: 2952.552490
	Iteration 4Q: 3 clusters Score -438635.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -438864.781250 Penalty: 2952.552490
	Iteration 5Q: 3 clusters Score -438864.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -439038.437500 Penalty: 2952.552490
	Iteration 6Q: 3 clusters Score -439038.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -439167.656250 Penalty: 2952.552490
	Iteration 7Q: 3 clusters Score -439167.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -439281.718750 Penalty: 2952.552490
	Iteration 8Q: 3 clusters Score -439281.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -439385.406250 Penalty: 2952.552490
	Iteration 9Q: 3 clusters Score -439385.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -439487.187500 Penalty: 2952.552490
	Iteration 10Q: 3 clusters Score -439487.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -439606.125000 Penalty: 2952.552490
	Iteration 11Q: 3 clusters Score -439606.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -439715.687500 Penalty: 2952.552490
	Iteration 12Q: 3 clusters Score -439715.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -439834.750000 Penalty: 2952.552490
	Iteration 13Q: 3 clusters Score -439834.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -439958.375000 Penalty: 2952.552490
	Iteration 14Q: 3 clusters Score -439958.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -440092.250000 Penalty: 2952.552490
	Iteration 15Q: 3 clusters Score -440092.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -440261.125000 Penalty: 2952.552490
	Iteration 16Q: 3 clusters Score -440261.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -440436.843750 Penalty: 2952.552490
	Iteration 17Q: 3 clusters Score -440436.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -440601.656250 Penalty: 2952.552490
	Iteration 18Q: 3 clusters Score -440601.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -440794.156250 Penalty: 2952.552490
	Iteration 19Q: 3 clusters Score -440794.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -440958.281250 Penalty: 2952.552490
	Iteration 20F: 3 clusters Score -440958.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -441096.062500 Penalty: 2952.552490
	Iteration 21Q: 3 clusters Score -441096.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -441167.000000 Penalty: 2952.552490
	Iteration 22Q: 3 clusters Score -441167 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -441209.000000 Penalty: 2952.552490
	Iteration 23Q: 3 clusters Score -441209 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -441237.437500 Penalty: 2952.552490
	Iteration 24Q: 3 clusters Score -441237.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -441258.093750 Penalty: 2952.552490
	Iteration 25Q: 3 clusters Score -441258.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -441274.250000 Penalty: 2952.552490
	Iteration 26Q: 3 clusters Score -441274.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -441291.375000 Penalty: 2952.552490
	Iteration 27Q: 3 clusters Score -441291.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -441300.656250 Penalty: 2952.552490
	Iteration 28Q: 3 clusters Score -441300.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -441308.000000 Penalty: 2952.552490
	Iteration 29Q: 3 clusters Score -441308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -441312.625000 Penalty: 2952.552490
	Iteration 30Q: 3 clusters Score -441312.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -441313.562500 Penalty: 2952.552490
	Iteration 31Q: 3 clusters Score -441313.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -441315.375000 Penalty: 2952.552490
	Iteration 32Q: 3 clusters Score -441315.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -441317.906250 Penalty: 2952.552490
	Iteration 33Q: 3 clusters Score -441317.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -441318.343750 Penalty: 2952.552490
	Iteration 34Q: 3 clusters Score -441318.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -441320.718750 Penalty: 2952.552490
	Iteration 35Q: 3 clusters Score -441320.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -441321.125000 Penalty: 2952.552490
	Iteration 36Q: 3 clusters Score -441321.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -441321.718750 Penalty: 2952.552490
	Iteration 37Q: 3 clusters Score -441321.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -441322.250000 Penalty: 2952.552490
	Iteration 38Q: 3 clusters Score -441322.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -441323.968750 Penalty: 2952.552490
	Iteration 39Q: 3 clusters Score -441324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -441323.031250 Penalty: 2952.552490
	Iteration 40F: 3 clusters Score -441323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -441325.531250 Penalty: 2952.552490
	Iteration 41Q: 3 clusters Score -441325.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -441325.375000 Penalty: 2952.552490
	Iteration 42Q: 3 clusters Score -441325.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -441324.625000 Penalty: 2952.552490
	Iteration 43Q: 3 clusters Score -441324.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -441324.468750 Penalty: 2952.552490
	Iteration 44Q: 3 clusters Score -441324.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -441325.875000 Penalty: 2952.552490
	Iteration 45Q: 3 clusters Score -441325.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -441326.281250 Penalty: 2952.552490
	Iteration 46Q: 3 clusters Score -441326.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -441326.656250 Penalty: 2952.552490
	Iteration 47Q: 3 clusters Score -441326.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -441326.656250 Penalty: 2952.552490
	Iteration 48F: 3 clusters Score -441326.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Entering Unmasked Estep 
Score: -419358.093750 Penalty: 1471.774292
	Iteration 0F: 2 clusters Score -419358.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -413131.218750 Penalty: 2943.548584
	Iteration 0F: 3 clusters Score -413131.2 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -415159.343750 Penalty: 2943.548584
	Iteration 1F: 3 clusters Score -415159.3 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -415471.000000 Penalty: 2943.548584
	Iteration 2F: 3 clusters Score -415471 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -415703.281250 Penalty: 2943.548584
	Iteration 3F: 3 clusters Score -415703.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -415909.656250 Penalty: 2943.548584
	Iteration 4Q: 3 clusters Score -415909.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -416114.500000 Penalty: 2943.548584
	Iteration 5Q: 3 clusters Score -416114.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -416324.812500 Penalty: 2943.548584
	Iteration 6Q: 3 clusters Score -416324.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -416562.531250 Penalty: 2943.548584
	Iteration 7Q: 3 clusters Score -416562.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -416832.281250 Penalty: 2943.548584
	Iteration 8Q: 3 clusters Score -416832.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -417135.906250 Penalty: 2943.548584
	Iteration 9Q: 3 clusters Score -417135.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -417420.812500 Penalty: 2943.548584
	Iteration 10Q: 3 clusters Score -417420.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -417645.656250 Penalty: 2943.548584
	Iteration 11Q: 3 clusters Score -417645.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -417810.312500 Penalty: 2943.548584
	Iteration 12Q: 3 clusters Score -417810.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -417916.218750 Penalty: 2943.548584
	Iteration 13Q: 3 clusters Score -417916.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -417989.343750 Penalty: 2943.548584
	Iteration 14Q: 3 clusters Score -417989.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -418049.125000 Penalty: 2943.548584
	Iteration 15Q: 3 clusters Score -418049.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -418094.750000 Penalty: 2943.548584
	Iteration 16Q: 3 clusters Score -418094.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -418135.000000 Penalty: 2943.548584
	Iteration 17Q: 3 clusters Score -418135 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -418159.875000 Penalty: 2943.548584
	Iteration 18Q: 3 clusters Score -418159.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -418177.812500 Penalty: 2943.548584
	Iteration 19Q: 3 clusters Score -418177.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -418191.625000 Penalty: 2943.548584
	Iteration 20F: 3 clusters Score -418191.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -418204.937500 Penalty: 2943.548584
	Iteration 21Q: 3 clusters Score -418204.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -418221.593750 Penalty: 2943.548584
	Iteration 22Q: 3 clusters Score -418221.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -418233.187500 Penalty: 2943.548584
	Iteration 23Q: 3 clusters Score -418233.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -418247.687500 Penalty: 2943.548584
	Iteration 24Q: 3 clusters Score -418247.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -418259.031250 Penalty: 2943.548584
	Iteration 25Q: 3 clusters Score -418259 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -418269.906250 Penalty: 2943.548584
	Iteration 26Q: 3 clusters Score -418269.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -418278.750000 Penalty: 2943.548584
	Iteration 27Q: 3 clusters Score -418278.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -418289.875000 Penalty: 2943.548584
	Iteration 28Q: 3 clusters Score -418289.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -418300.375000 Penalty: 2943.548584
	Iteration 29Q: 3 clusters Score -418300.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -418308.937500 Penalty: 2943.548584
	Iteration 30Q: 3 clusters Score -418308.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -418318.468750 Penalty: 2943.548584
	Iteration 31Q: 3 clusters Score -418318.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -418329.343750 Penalty: 2943.548584
	Iteration 32Q: 3 clusters Score -418329.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -418337.562500 Penalty: 2943.548584
	Iteration 33Q: 3 clusters Score -418337.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -418347.875000 Penalty: 2943.548584
	Iteration 34Q: 3 clusters Score -418347.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -418361.937500 Penalty: 2943.548584
	Iteration 35Q: 3 clusters Score -418361.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -418377.062500 Penalty: 2943.548584
	Iteration 36Q: 3 clusters Score -418377.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -418396.062500 Penalty: 2943.548584
	Iteration 37Q: 3 clusters Score -418396.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -418417.187500 Penalty: 2943.548584
	Iteration 38Q: 3 clusters Score -418417.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -418442.281250 Penalty: 2943.548584
	Iteration 39Q: 3 clusters Score -418442.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -418457.562500 Penalty: 2943.548584
	Iteration 40F: 3 clusters Score -418457.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -418470.218750 Penalty: 2943.548584
	Iteration 41Q: 3 clusters Score -418470.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -418480.750000 Penalty: 2943.548584
	Iteration 42Q: 3 clusters Score -418480.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -418492.093750 Penalty: 2943.548584
	Iteration 43Q: 3 clusters Score -418492.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -418505.906250 Penalty: 2943.548584
	Iteration 44Q: 3 clusters Score -418505.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -418523.875000 Penalty: 2943.548584
	Iteration 45Q: 3 clusters Score -418523.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -418538.312500 Penalty: 2943.548584
	Iteration 46Q: 3 clusters Score -418538.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -418554.781250 Penalty: 2943.548584
	Iteration 47Q: 3 clusters Score -418554.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -418571.031250 Penalty: 2943.548584
	Iteration 48Q: 3 clusters Score -418571 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -418583.250000 Penalty: 2943.548584
	Iteration 49Q: 3 clusters Score -418583.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -418595.531250 Penalty: 2943.548584
	Iteration 50Q: 3 clusters Score -418595.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -418603.968750 Penalty: 2943.548584
	Iteration 51Q: 3 clusters Score -418604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -418606.781250 Penalty: 2943.548584
	Iteration 52Q: 3 clusters Score -418606.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -418611.937500 Penalty: 2943.548584
	Iteration 53Q: 3 clusters Score -418611.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -418620.906250 Penalty: 2943.548584
	Iteration 54Q: 3 clusters Score -418620.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -418627.906250 Penalty: 2943.548584
	Iteration 55Q: 3 clusters Score -418627.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -418635.343750 Penalty: 2943.548584
	Iteration 56Q: 3 clusters Score -418635.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -418642.718750 Penalty: 2943.548584
	Iteration 57Q: 3 clusters Score -418642.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -418651.718750 Penalty: 2943.548584
	Iteration 58Q: 3 clusters Score -418651.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -418665.687500 Penalty: 2943.548584
	Iteration 59Q: 3 clusters Score -418665.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -418689.875000 Penalty: 2943.548584
	Iteration 60F: 3 clusters Score -418689.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -418713.281250 Penalty: 2943.548584
	Iteration 61Q: 3 clusters Score -418713.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -418734.000000 Penalty: 2943.548584
	Iteration 62Q: 3 clusters Score -418734 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -418762.406250 Penalty: 2943.548584
	Iteration 63Q: 3 clusters Score -418762.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -418791.375000 Penalty: 2943.548584
	Iteration 64Q: 3 clusters Score -418791.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -418821.718750 Penalty: 2943.548584
	Iteration 65Q: 3 clusters Score -418821.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -418850.031250 Penalty: 2943.548584
	Iteration 66Q: 3 clusters Score -418850 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -418878.312500 Penalty: 2943.548584
	Iteration 67Q: 3 clusters Score -418878.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -418896.718750 Penalty: 2943.548584
	Iteration 68Q: 3 clusters Score -418896.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -418904.187500 Penalty: 2943.548584
	Iteration 69Q: 3 clusters Score -418904.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -418909.593750 Penalty: 2943.548584
	Iteration 70Q: 3 clusters Score -418909.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -418917.312500 Penalty: 2943.548584
	Iteration 71Q: 3 clusters Score -418917.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -418922.468750 Penalty: 2943.548584
	Iteration 72Q: 3 clusters Score -418922.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -418928.062500 Penalty: 2943.548584
	Iteration 73Q: 3 clusters Score -418928.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -418932.375000 Penalty: 2943.548584
	Iteration 74Q: 3 clusters Score -418932.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -418935.406250 Penalty: 2943.548584
	Iteration 75Q: 3 clusters Score -418935.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -418937.187500 Penalty: 2943.548584
	Iteration 76Q: 3 clusters Score -418937.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -418938.875000 Penalty: 2943.548584
	Iteration 77Q: 3 clusters Score -418938.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -418940.125000 Penalty: 2943.548584
	Iteration 78Q: 3 clusters Score -418940.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -418939.531250 Penalty: 2943.548584
	Iteration 79Q: 3 clusters Score -418939.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -418940.093750 Penalty: 2943.548584
	Iteration 80F: 3 clusters Score -418940.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -418940.312500 Penalty: 2943.548584
	Iteration 81Q: 3 clusters Score -418940.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -418941.625000 Penalty: 2943.548584
	Iteration 82Q: 3 clusters Score -418941.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -418941.031250 Penalty: 2943.548584
	Iteration 83Q: 3 clusters Score -418941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -418942.562500 Penalty: 2943.548584
	Iteration 84Q: 3 clusters Score -418942.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -418942.156250 Penalty: 2943.548584
	Iteration 85Q: 3 clusters Score -418942.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -418942.562500 Penalty: 2943.548584
	Iteration 86Q: 3 clusters Score -418942.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -418942.812500 Penalty: 2943.548584
	Iteration 87Q: 3 clusters Score -418942.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -418942.687500 Penalty: 2943.548584
	Iteration 88Q: 3 clusters Score -418942.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -418942.687500 Penalty: 2943.548584
	Iteration 89F: 3 clusters Score -418942.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Entering Unmasked Estep 
Score: -293880.375000 Penalty: 1399.856445
	Iteration 0F: 2 clusters Score -293880.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -289549.187500 Penalty: 2799.712891
	Iteration 0F: 3 clusters Score -289549.2 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -290726.937500 Penalty: 2799.712891
	Iteration 1F: 3 clusters Score -290726.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -290895.437500 Penalty: 2799.712891
	Iteration 2F: 3 clusters Score -290895.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -291025.406250 Penalty: 2799.712891
	Iteration 3F: 3 clusters Score -291025.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -291145.343750 Penalty: 2799.712891
	Iteration 4Q: 3 clusters Score -291145.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -291264.531250 Penalty: 2799.712891
	Iteration 5Q: 3 clusters Score -291264.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -291395.218750 Penalty: 2799.712891
	Iteration 6Q: 3 clusters Score -291395.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -291548.156250 Penalty: 2799.712891
	Iteration 7Q: 3 clusters Score -291548.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -291705.125000 Penalty: 2799.712891
	Iteration 8Q: 3 clusters Score -291705.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -291862.968750 Penalty: 2799.712891
	Iteration 9Q: 3 clusters Score -291863 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -292019.937500 Penalty: 2799.712891
	Iteration 10Q: 3 clusters Score -292019.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -292186.343750 Penalty: 2799.712891
	Iteration 11Q: 3 clusters Score -292186.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -292334.343750 Penalty: 2799.712891
	Iteration 12Q: 3 clusters Score -292334.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -292435.218750 Penalty: 2799.712891
	Iteration 13Q: 3 clusters Score -292435.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -292510.218750 Penalty: 2799.712891
	Iteration 14Q: 3 clusters Score -292510.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -292558.125000 Penalty: 2799.712891
	Iteration 15Q: 3 clusters Score -292558.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -292589.062500 Penalty: 2799.712891
	Iteration 16Q: 3 clusters Score -292589.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -292610.218750 Penalty: 2799.712891
	Iteration 17Q: 3 clusters Score -292610.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -292626.093750 Penalty: 2799.712891
	Iteration 18Q: 3 clusters Score -292626.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -292643.000000 Penalty: 2799.712891
	Iteration 19Q: 3 clusters Score -292643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -292660.031250 Penalty: 2799.712891
	Iteration 20F: 3 clusters Score -292660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -292675.000000 Penalty: 2799.712891
	Iteration 21Q: 3 clusters Score -292675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -292684.468750 Penalty: 2799.712891
	Iteration 22Q: 3 clusters Score -292684.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -292696.031250 Penalty: 2799.712891
	Iteration 23Q: 3 clusters Score -292696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -292701.093750 Penalty: 2799.712891
	Iteration 24Q: 3 clusters Score -292701.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -292706.906250 Penalty: 2799.712891
	Iteration 25Q: 3 clusters Score -292706.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -292712.593750 Penalty: 2799.712891
	Iteration 26Q: 3 clusters Score -292712.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -292721.906250 Penalty: 2799.712891
	Iteration 27Q: 3 clusters Score -292721.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -292725.625000 Penalty: 2799.712891
	Iteration 28Q: 3 clusters Score -292725.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -292726.093750 Penalty: 2799.712891
	Iteration 29Q: 3 clusters Score -292726.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -292726.093750 Penalty: 2799.712891
	Iteration 30F: 3 clusters Score -292726.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (80228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80228 members 
Entering Unmasked Estep 
Score: -4292833.500000 Penalty: 1835.052124
	Iteration 0F: 2 clusters Score -4292834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -4239068.500000 Penalty: 3670.104248
	Iteration 0F: 3 clusters Score -4239068 nChanged 38351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -4261780.000000 Penalty: 3670.104248
	Iteration 1F: 3 clusters Score -4261780 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -4263259.000000 Penalty: 3670.104248
	Iteration 2Q: 3 clusters Score -4263259 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -4265429.000000 Penalty: 3670.104248
	Iteration 3F: 3 clusters Score -4265429 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -4268002.500000 Penalty: 3670.104248
	Iteration 4F: 3 clusters Score -4268002 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -4270588.000000 Penalty: 3670.104248
	Iteration 5F: 3 clusters Score -4270588 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -4272783.500000 Penalty: 3670.104248
	Iteration 6F: 3 clusters Score -4272784 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -4274443.500000 Penalty: 3670.104248
	Iteration 7F: 3 clusters Score -4274444 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -4275632.000000 Penalty: 3670.104248
	Iteration 8Q: 3 clusters Score -4275632 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -4276440.500000 Penalty: 3670.104248
	Iteration 9Q: 3 clusters Score -4276440 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -4277024.000000 Penalty: 3670.104248
	Iteration 10Q: 3 clusters Score -4277024 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -4277536.000000 Penalty: 3670.104248
	Iteration 11Q: 3 clusters Score -4277536 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -4277970.500000 Penalty: 3670.104248
	Iteration 12Q: 3 clusters Score -4277970 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -4278392.500000 Penalty: 3670.104248
	Iteration 13Q: 3 clusters Score -4278392 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -4278864.000000 Penalty: 3670.104248
	Iteration 14Q: 3 clusters Score -4278864 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -4279318.000000 Penalty: 3670.104248
	Iteration 15Q: 3 clusters Score -4279318 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -4279770.500000 Penalty: 3670.104248
	Iteration 16Q: 3 clusters Score -4279770 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -4280191.500000 Penalty: 3670.104248
	Iteration 17Q: 3 clusters Score -4280192 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -4280559.000000 Penalty: 3670.104248
	Iteration 18Q: 3 clusters Score -4280559 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -4280906.500000 Penalty: 3670.104248
	Iteration 19Q: 3 clusters Score -4280906 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -4281141.500000 Penalty: 3670.104248
	Iteration 20F: 3 clusters Score -4281142 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -4281384.500000 Penalty: 3670.104248
	Iteration 21Q: 3 clusters Score -4281384 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -4281630.000000 Penalty: 3670.104248
	Iteration 22Q: 3 clusters Score -4281630 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -4281844.000000 Penalty: 3670.104248
	Iteration 23Q: 3 clusters Score -4281844 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -4282053.500000 Penalty: 3670.104248
	Iteration 24Q: 3 clusters Score -4282054 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -4282323.000000 Penalty: 3670.104248
	Iteration 25Q: 3 clusters Score -4282323 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -4282574.000000 Penalty: 3670.104248
	Iteration 26Q: 3 clusters Score -4282574 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49625 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -4282820.500000 Penalty: 3670.104248
	Iteration 27Q: 3 clusters Score -4282820 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -4283050.000000 Penalty: 3670.104248
	Iteration 28Q: 3 clusters Score -4283050 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51944 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -4283323.000000 Penalty: 3670.104248
	Iteration 29Q: 3 clusters Score -4283323 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53146 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -4283631.000000 Penalty: 3670.104248
	Iteration 30Q: 3 clusters Score -4283631 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -4283931.500000 Penalty: 3670.104248
	Iteration 31Q: 3 clusters Score -4283932 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -4284326.000000 Penalty: 3670.104248
	Iteration 32Q: 3 clusters Score -4284326 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -4284726.000000 Penalty: 3670.104248
	Iteration 33Q: 3 clusters Score -4284726 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58451 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -4285138.500000 Penalty: 3670.104248
	Iteration 34Q: 3 clusters Score -4285138 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59879 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -4285578.500000 Penalty: 3670.104248
	Iteration 35Q: 3 clusters Score -4285578 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61238 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -4285965.000000 Penalty: 3670.104248
	Iteration 36Q: 3 clusters Score -4285965 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62569 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -4286419.000000 Penalty: 3670.104248
	Iteration 37Q: 3 clusters Score -4286419 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63874 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -4286838.500000 Penalty: 3670.104248
	Iteration 38Q: 3 clusters Score -4286838 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65178 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -4287337.500000 Penalty: 3670.104248
	Iteration 39Q: 3 clusters Score -4287338 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66474 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -4287830.000000 Penalty: 3670.104248
	Iteration 40F: 3 clusters Score -4287830 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67773 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -4288381.000000 Penalty: 3670.104248
	Iteration 41Q: 3 clusters Score -4288381 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68991 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -4288895.000000 Penalty: 3670.104248
	Iteration 42Q: 3 clusters Score -4288895 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70128 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -4289339.500000 Penalty: 3670.104248
	Iteration 43Q: 3 clusters Score -4289340 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71178 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -4289792.500000 Penalty: 3670.104248
	Iteration 44Q: 3 clusters Score -4289792 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72120 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -4290218.000000 Penalty: 3670.104248
	Iteration 45Q: 3 clusters Score -4290218 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72951 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -4290564.000000 Penalty: 3670.104248
	Iteration 46Q: 3 clusters Score -4290564 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73659 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -4290895.000000 Penalty: 3670.104248
	Iteration 47Q: 3 clusters Score -4290895 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74216 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -4291174.000000 Penalty: 3670.104248
	Iteration 48Q: 3 clusters Score -4291174 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74706 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -4291371.500000 Penalty: 3670.104248
	Iteration 49Q: 3 clusters Score -4291372 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75104 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -4291515.500000 Penalty: 3670.104248
	Iteration 50Q: 3 clusters Score -4291516 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75428 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -4291657.500000 Penalty: 3670.104248
	Iteration 51Q: 3 clusters Score -4291658 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75712 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -4291747.500000 Penalty: 3670.104248
	Iteration 52Q: 3 clusters Score -4291748 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75942 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -4291815.000000 Penalty: 3670.104248
	Iteration 53Q: 3 clusters Score -4291815 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76125 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -4291845.500000 Penalty: 3670.104248
	Iteration 54Q: 3 clusters Score -4291846 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76294 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -4291887.500000 Penalty: 3670.104248
	Iteration 55Q: 3 clusters Score -4291888 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76438 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -4291947.500000 Penalty: 3670.104248
	Iteration 56Q: 3 clusters Score -4291948 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76558 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -4291974.500000 Penalty: 3670.104248
	Iteration 57Q: 3 clusters Score -4291974 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76662 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -4291985.500000 Penalty: 3670.104248
	Iteration 58Q: 3 clusters Score -4291986 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76749 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -4292003.500000 Penalty: 3670.104248
	Iteration 59Q: 3 clusters Score -4292004 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76840 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -4292023.000000 Penalty: 3670.104248
	Iteration 60F: 3 clusters Score -4292023 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76950 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -4292026.000000 Penalty: 3670.104248
	Iteration 61Q: 3 clusters Score -4292026 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77024 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -4292042.500000 Penalty: 3670.104248
	Iteration 62Q: 3 clusters Score -4292042 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77106 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -4292066.000000 Penalty: 3670.104248
	Iteration 63Q: 3 clusters Score -4292066 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77174 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -4292070.000000 Penalty: 3670.104248
	Iteration 64Q: 3 clusters Score -4292070 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77233 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -4292089.000000 Penalty: 3670.104248
	Iteration 65Q: 3 clusters Score -4292089 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77305 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -4292096.000000 Penalty: 3670.104248
	Iteration 66Q: 3 clusters Score -4292096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77360 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -4292105.500000 Penalty: 3670.104248
	Iteration 67Q: 3 clusters Score -4292106 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77412 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -4292131.000000 Penalty: 3670.104248
	Iteration 68Q: 3 clusters Score -4292131 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77473 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -4292152.500000 Penalty: 3670.104248
	Iteration 69Q: 3 clusters Score -4292152 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77520 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -4292158.500000 Penalty: 3670.104248
	Iteration 70Q: 3 clusters Score -4292158 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77559 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4292162.000000 Penalty: 3670.104248
	Iteration 71Q: 3 clusters Score -4292162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77584 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -4292163.000000 Penalty: 3670.104248
	Iteration 72Q: 3 clusters Score -4292163 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77612 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -4292174.000000 Penalty: 3670.104248
	Iteration 73Q: 3 clusters Score -4292174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77627 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4292175.500000 Penalty: 3670.104248
	Iteration 74Q: 3 clusters Score -4292176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77639 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -4292176.000000 Penalty: 3670.104248
	Iteration 75Q: 3 clusters Score -4292176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77650 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -4292175.500000 Penalty: 3670.104248
	Iteration 76Q: 3 clusters Score -4292176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77665 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4292175.000000 Penalty: 3670.104248
	Iteration 77Q: 3 clusters Score -4292175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77672 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -4292179.000000 Penalty: 3670.104248
	Iteration 78Q: 3 clusters Score -4292179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77683 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4292181.000000 Penalty: 3670.104248
	Iteration 79Q: 3 clusters Score -4292181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77694 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -4292177.000000 Penalty: 3670.104248
	Iteration 80F: 3 clusters Score -4292177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77709 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4292181.000000 Penalty: 3670.104248
	Iteration 81Q: 3 clusters Score -4292181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77727 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4292184.000000 Penalty: 3670.104248
	Iteration 82Q: 3 clusters Score -4292184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77751 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -4292179.500000 Penalty: 3670.104248
	Iteration 83Q: 3 clusters Score -4292180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77781 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4292189.000000 Penalty: 3670.104248
	Iteration 84Q: 3 clusters Score -4292189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77804 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -4292202.000000 Penalty: 3670.104248
	Iteration 85Q: 3 clusters Score -4292202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77818 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -4292201.000000 Penalty: 3670.104248
	Iteration 86Q: 3 clusters Score -4292201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77834 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -4292192.500000 Penalty: 3670.104248
	Iteration 87Q: 3 clusters Score -4292192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77845 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4292200.000000 Penalty: 3670.104248
	Iteration 88Q: 3 clusters Score -4292200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77855 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -4292196.500000 Penalty: 3670.104248
	Iteration 89Q: 3 clusters Score -4292196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77864 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -4292200.000000 Penalty: 3670.104248
	Iteration 90Q: 3 clusters Score -4292200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77867 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -4292205.500000 Penalty: 3670.104248
	Iteration 91Q: 3 clusters Score -4292206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77870 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4292208.000000 Penalty: 3670.104248
	Iteration 92Q: 3 clusters Score -4292208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77875 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -4292207.500000 Penalty: 3670.104248
	Iteration 93Q: 3 clusters Score -4292208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77879 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -4292207.500000 Penalty: 3670.104248
	Iteration 94Q: 3 clusters Score -4292208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77879 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -4292207.500000 Penalty: 3670.104248
	Iteration 95F: 3 clusters Score -4292208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -167866.765625 Penalty: 1315.534668
	Iteration 0F: 2 clusters Score -167866.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -164956.531250 Penalty: 2631.069336
	Iteration 0F: 3 clusters Score -164956.5 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -165672.015625 Penalty: 2631.069336
	Iteration 1F: 3 clusters Score -165672 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -165796.718750 Penalty: 2631.069336
	Iteration 2F: 3 clusters Score -165796.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -165886.500000 Penalty: 2631.069336
	Iteration 3Q: 3 clusters Score -165886.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -165961.843750 Penalty: 2631.069336
	Iteration 4Q: 3 clusters Score -165961.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -166082.265625 Penalty: 2631.069336
	Iteration 5Q: 3 clusters Score -166082.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -166206.890625 Penalty: 2631.069336
	Iteration 6Q: 3 clusters Score -166206.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -166341.531250 Penalty: 2631.069336
	Iteration 7Q: 3 clusters Score -166341.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -166465.812500 Penalty: 2631.069336
	Iteration 8Q: 3 clusters Score -166465.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -166592.359375 Penalty: 2631.069336
	Iteration 9Q: 3 clusters Score -166592.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -166690.734375 Penalty: 2631.069336
	Iteration 10Q: 3 clusters Score -166690.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -166747.375000 Penalty: 2631.069336
	Iteration 11Q: 3 clusters Score -166747.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -166786.328125 Penalty: 2631.069336
	Iteration 12Q: 3 clusters Score -166786.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -166820.250000 Penalty: 2631.069336
	Iteration 13Q: 3 clusters Score -166820.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -166843.937500 Penalty: 2631.069336
	Iteration 14Q: 3 clusters Score -166843.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -166856.921875 Penalty: 2631.069336
	Iteration 15Q: 3 clusters Score -166856.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -166862.609375 Penalty: 2631.069336
	Iteration 16Q: 3 clusters Score -166862.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -166865.812500 Penalty: 2631.069336
	Iteration 17Q: 3 clusters Score -166865.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -166867.296875 Penalty: 2631.069336
	Iteration 18Q: 3 clusters Score -166867.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -166868.781250 Penalty: 2631.069336
	Iteration 19Q: 3 clusters Score -166868.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -166869.875000 Penalty: 2631.069336
	Iteration 20F: 3 clusters Score -166869.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -166870.640625 Penalty: 2631.069336
	Iteration 21Q: 3 clusters Score -166870.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -166873.171875 Penalty: 2631.069336
	Iteration 22Q: 3 clusters Score -166873.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -166873.171875 Penalty: 2631.069336
	Iteration 23F: 3 clusters Score -166873.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Entering Unmasked Estep 
Score: -489310.781250 Penalty: 1478.435913
	Iteration 0F: 2 clusters Score -489310.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -482849.406250 Penalty: 2956.871826
	Iteration 0F: 3 clusters Score -482849.4 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -484795.406250 Penalty: 2956.871826
	Iteration 1F: 3 clusters Score -484795.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -485000.937500 Penalty: 2956.871826
	Iteration 2F: 3 clusters Score -485000.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -485168.687500 Penalty: 2956.871826
	Iteration 3Q: 3 clusters Score -485168.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -485303.187500 Penalty: 2956.871826
	Iteration 4Q: 3 clusters Score -485303.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -485411.500000 Penalty: 2956.871826
	Iteration 5Q: 3 clusters Score -485411.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -485505.031250 Penalty: 2956.871826
	Iteration 6Q: 3 clusters Score -485505 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -485601.000000 Penalty: 2956.871826
	Iteration 7Q: 3 clusters Score -485601 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -485692.250000 Penalty: 2956.871826
	Iteration 8Q: 3 clusters Score -485692.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -485801.062500 Penalty: 2956.871826
	Iteration 9Q: 3 clusters Score -485801.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -485925.625000 Penalty: 2956.871826
	Iteration 10Q: 3 clusters Score -485925.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -486047.187500 Penalty: 2956.871826
	Iteration 11Q: 3 clusters Score -486047.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -486192.937500 Penalty: 2956.871826
	Iteration 12Q: 3 clusters Score -486192.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -486355.062500 Penalty: 2956.871826
	Iteration 13Q: 3 clusters Score -486355.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -486539.812500 Penalty: 2956.871826
	Iteration 14Q: 3 clusters Score -486539.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -486743.937500 Penalty: 2956.871826
	Iteration 15Q: 3 clusters Score -486743.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -486936.343750 Penalty: 2956.871826
	Iteration 16Q: 3 clusters Score -486936.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -487093.187500 Penalty: 2956.871826
	Iteration 17Q: 3 clusters Score -487093.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -487203.625000 Penalty: 2956.871826
	Iteration 18Q: 3 clusters Score -487203.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -487275.187500 Penalty: 2956.871826
	Iteration 19Q: 3 clusters Score -487275.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -487328.125000 Penalty: 2956.871826
	Iteration 20F: 3 clusters Score -487328.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -487367.062500 Penalty: 2956.871826
	Iteration 21Q: 3 clusters Score -487367.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -487389.187500 Penalty: 2956.871826
	Iteration 22Q: 3 clusters Score -487389.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -487406.593750 Penalty: 2956.871826
	Iteration 23Q: 3 clusters Score -487406.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -487419.875000 Penalty: 2956.871826
	Iteration 24Q: 3 clusters Score -487419.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -487429.625000 Penalty: 2956.871826
	Iteration 25Q: 3 clusters Score -487429.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -487437.781250 Penalty: 2956.871826
	Iteration 26Q: 3 clusters Score -487437.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -487444.531250 Penalty: 2956.871826
	Iteration 27Q: 3 clusters Score -487444.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -487449.250000 Penalty: 2956.871826
	Iteration 28Q: 3 clusters Score -487449.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -487454.000000 Penalty: 2956.871826
	Iteration 29Q: 3 clusters Score -487454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -487457.937500 Penalty: 2956.871826
	Iteration 30Q: 3 clusters Score -487457.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -487462.093750 Penalty: 2956.871826
	Iteration 31Q: 3 clusters Score -487462.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -487464.656250 Penalty: 2956.871826
	Iteration 32Q: 3 clusters Score -487464.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -487466.843750 Penalty: 2956.871826
	Iteration 33Q: 3 clusters Score -487466.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -487468.531250 Penalty: 2956.871826
	Iteration 34Q: 3 clusters Score -487468.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -487470.656250 Penalty: 2956.871826
	Iteration 35Q: 3 clusters Score -487470.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -487470.468750 Penalty: 2956.871826
	Iteration 36Q: 3 clusters Score -487470.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -487473.156250 Penalty: 2956.871826
	Iteration 37Q: 3 clusters Score -487473.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -487473.593750 Penalty: 2956.871826
	Iteration 38Q: 3 clusters Score -487473.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -487475.437500 Penalty: 2956.871826
	Iteration 39Q: 3 clusters Score -487475.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -487475.750000 Penalty: 2956.871826
	Iteration 40F: 3 clusters Score -487475.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -487476.468750 Penalty: 2956.871826
	Iteration 41Q: 3 clusters Score -487476.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -487477.250000 Penalty: 2956.871826
	Iteration 42Q: 3 clusters Score -487477.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -487479.093750 Penalty: 2956.871826
	Iteration 43Q: 3 clusters Score -487479.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -487481.468750 Penalty: 2956.871826
	Iteration 44Q: 3 clusters Score -487481.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -487482.031250 Penalty: 2956.871826
	Iteration 45Q: 3 clusters Score -487482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -487482.593750 Penalty: 2956.871826
	Iteration 46Q: 3 clusters Score -487482.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -487484.093750 Penalty: 2956.871826
	Iteration 47Q: 3 clusters Score -487484.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -487484.093750 Penalty: 2956.871826
	Iteration 48Q: 3 clusters Score -487484.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -487485.656250 Penalty: 2956.871826
	Iteration 49Q: 3 clusters Score -487485.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -487485.343750 Penalty: 2956.871826
	Iteration 50Q: 3 clusters Score -487485.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -487484.500000 Penalty: 2956.871826
	Iteration 51Q: 3 clusters Score -487484.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -487485.312500 Penalty: 2956.871826
	Iteration 52Q: 3 clusters Score -487485.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -487485.656250 Penalty: 2956.871826
	Iteration 53Q: 3 clusters Score -487485.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -487485.656250 Penalty: 2956.871826
	Iteration 54F: 3 clusters Score -487485.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Entering Unmasked Estep 
Score: -371984.187500 Penalty: 1432.979370
	Iteration 0F: 2 clusters Score -371984.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -366916.125000 Penalty: 2865.958740
	Iteration 0F: 3 clusters Score -366916.1 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -368480.218750 Penalty: 2865.958740
	Iteration 1F: 3 clusters Score -368480.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -368736.593750 Penalty: 2865.958740
	Iteration 2F: 3 clusters Score -368736.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -368940.875000 Penalty: 2865.958740
	Iteration 3F: 3 clusters Score -368940.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -369114.125000 Penalty: 2865.958740
	Iteration 4F: 3 clusters Score -369114.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -369263.125000 Penalty: 2865.958740
	Iteration 5Q: 3 clusters Score -369263.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -369414.937500 Penalty: 2865.958740
	Iteration 6Q: 3 clusters Score -369414.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -369556.937500 Penalty: 2865.958740
	Iteration 7Q: 3 clusters Score -369556.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -369674.406250 Penalty: 2865.958740
	Iteration 8Q: 3 clusters Score -369674.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -369785.687500 Penalty: 2865.958740
	Iteration 9Q: 3 clusters Score -369785.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -369889.250000 Penalty: 2865.958740
	Iteration 10Q: 3 clusters Score -369889.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -369991.500000 Penalty: 2865.958740
	Iteration 11Q: 3 clusters Score -369991.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -370099.312500 Penalty: 2865.958740
	Iteration 12Q: 3 clusters Score -370099.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -370197.000000 Penalty: 2865.958740
	Iteration 13Q: 3 clusters Score -370197 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -370289.312500 Penalty: 2865.958740
	Iteration 14Q: 3 clusters Score -370289.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -370374.875000 Penalty: 2865.958740
	Iteration 15Q: 3 clusters Score -370374.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -370443.250000 Penalty: 2865.958740
	Iteration 16Q: 3 clusters Score -370443.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -370495.343750 Penalty: 2865.958740
	Iteration 17Q: 3 clusters Score -370495.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -370540.656250 Penalty: 2865.958740
	Iteration 18Q: 3 clusters Score -370540.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -370581.937500 Penalty: 2865.958740
	Iteration 19Q: 3 clusters Score -370581.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -370618.781250 Penalty: 2865.958740
	Iteration 20F: 3 clusters Score -370618.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -370644.531250 Penalty: 2865.958740
	Iteration 21Q: 3 clusters Score -370644.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -370665.937500 Penalty: 2865.958740
	Iteration 22Q: 3 clusters Score -370665.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -370691.406250 Penalty: 2865.958740
	Iteration 23Q: 3 clusters Score -370691.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -370711.906250 Penalty: 2865.958740
	Iteration 24Q: 3 clusters Score -370711.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -370732.625000 Penalty: 2865.958740
	Iteration 25Q: 3 clusters Score -370732.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -370745.343750 Penalty: 2865.958740
	Iteration 26Q: 3 clusters Score -370745.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -370761.343750 Penalty: 2865.958740
	Iteration 27Q: 3 clusters Score -370761.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -370769.656250 Penalty: 2865.958740
	Iteration 28Q: 3 clusters Score -370769.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -370778.375000 Penalty: 2865.958740
	Iteration 29Q: 3 clusters Score -370778.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -370786.437500 Penalty: 2865.958740
	Iteration 30Q: 3 clusters Score -370786.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -370791.968750 Penalty: 2865.958740
	Iteration 31Q: 3 clusters Score -370792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -370797.250000 Penalty: 2865.958740
	Iteration 32Q: 3 clusters Score -370797.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -370801.593750 Penalty: 2865.958740
	Iteration 33Q: 3 clusters Score -370801.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -370803.781250 Penalty: 2865.958740
	Iteration 34Q: 3 clusters Score -370803.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -370806.156250 Penalty: 2865.958740
	Iteration 35Q: 3 clusters Score -370806.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -370808.250000 Penalty: 2865.958740
	Iteration 36Q: 3 clusters Score -370808.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -370810.500000 Penalty: 2865.958740
	Iteration 37Q: 3 clusters Score -370810.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -370815.656250 Penalty: 2865.958740
	Iteration 38Q: 3 clusters Score -370815.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -370822.718750 Penalty: 2865.958740
	Iteration 39Q: 3 clusters Score -370822.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -370827.875000 Penalty: 2865.958740
	Iteration 40F: 3 clusters Score -370827.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -370830.406250 Penalty: 2865.958740
	Iteration 41Q: 3 clusters Score -370830.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -370835.125000 Penalty: 2865.958740
	Iteration 42Q: 3 clusters Score -370835.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -370838.125000 Penalty: 2865.958740
	Iteration 43Q: 3 clusters Score -370838.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -370845.156250 Penalty: 2865.958740
	Iteration 44Q: 3 clusters Score -370845.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -370851.000000 Penalty: 2865.958740
	Iteration 45Q: 3 clusters Score -370851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -370857.875000 Penalty: 2865.958740
	Iteration 46Q: 3 clusters Score -370857.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -370861.875000 Penalty: 2865.958740
	Iteration 47Q: 3 clusters Score -370861.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -370866.937500 Penalty: 2865.958740
	Iteration 48Q: 3 clusters Score -370866.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -370871.781250 Penalty: 2865.958740
	Iteration 49Q: 3 clusters Score -370871.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -370877.562500 Penalty: 2865.958740
	Iteration 50Q: 3 clusters Score -370877.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -370880.375000 Penalty: 2865.958740
	Iteration 51Q: 3 clusters Score -370880.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -370883.187500 Penalty: 2865.958740
	Iteration 52Q: 3 clusters Score -370883.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -370883.187500 Penalty: 2865.958740
	Iteration 53F: 3 clusters Score -370883.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (196415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196415 members 
Entering Unmasked Estep 
Score: -10618386.000000 Penalty: 1980.547607
	Iteration 0F: 2 clusters Score -1.061839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97979 members 
Mstep: Class 2 contains 98436 members 
Entering Unmasked Estep 
Score: -10486353.000000 Penalty: 3961.095215
	Iteration 0F: 3 clusters Score -1.048635e+07 nChanged 94942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95027 members 
Mstep: Class 2 contains 101388 members 
Entering Unmasked Estep 
Score: -10542460.000000 Penalty: 3961.095215
	Iteration 1F: 3 clusters Score -1.054246e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92616 members 
Mstep: Class 2 contains 103799 members 
Entering Unmasked Estep 
Score: -10543588.000000 Penalty: 3961.095215
	Iteration 2Q: 3 clusters Score -1.054359e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88795 members 
Mstep: Class 2 contains 107620 members 
Entering Unmasked Estep 
Score: -10545257.000000 Penalty: 3961.095215
	Iteration 3Q: 3 clusters Score -1.054526e+07 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82732 members 
Mstep: Class 2 contains 113683 members 
Entering Unmasked Estep 
Score: -10547946.000000 Penalty: 3961.095215
	Iteration 4Q: 3 clusters Score -1.054795e+07 nChanged 10166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73514 members 
Mstep: Class 2 contains 122901 members 
Entering Unmasked Estep 
Score: -10553072.000000 Penalty: 3961.095215
	Iteration 5F: 3 clusters Score -1.055307e+07 nChanged 13640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60378 members 
Mstep: Class 2 contains 136037 members 
Entering Unmasked Estep 
Score: -10562096.000000 Penalty: 3961.095215
	Iteration 6F: 3 clusters Score -1.05621e+07 nChanged 16642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 152379 members 
Entering Unmasked Estep 
Score: -10575811.000000 Penalty: 3961.095215
	Iteration 7F: 3 clusters Score -1.057581e+07 nChanged 16914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 169165 members 
Entering Unmasked Estep 
Score: -10591688.000000 Penalty: 3961.095215
	Iteration 8F: 3 clusters Score -1.059169e+07 nChanged 13148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 182273 members 
Entering Unmasked Estep 
Score: -10604488.000000 Penalty: 3961.095215
	Iteration 9F: 3 clusters Score -1.060449e+07 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 190050 members 
Entering Unmasked Estep 
Score: -10611757.000000 Penalty: 3961.095215
	Iteration 10Q: 3 clusters Score -1.061176e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 193586 members 
Entering Unmasked Estep 
Score: -10614772.000000 Penalty: 3961.095215
	Iteration 11Q: 3 clusters Score -1.061477e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 195014 members 
Entering Unmasked Estep 
Score: -10615893.000000 Penalty: 3961.095215
	Iteration 12Q: 3 clusters Score -1.061589e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 195579 members 
Entering Unmasked Estep 
Score: -10616377.000000 Penalty: 3961.095215
	Iteration 13Q: 3 clusters Score -1.061638e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 195834 members 
Entering Unmasked Estep 
Score: -10616520.000000 Penalty: 3961.095215
	Iteration 14Q: 3 clusters Score -1.061652e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 195958 members 
Entering Unmasked Estep 
Score: -10616649.000000 Penalty: 3961.095215
	Iteration 15Q: 3 clusters Score -1.061665e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 196012 members 
Entering Unmasked Estep 
Score: -10616697.000000 Penalty: 3961.095215
	Iteration 16Q: 3 clusters Score -1.06167e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 196049 members 
Entering Unmasked Estep 
Score: -10616709.000000 Penalty: 3961.095215
	Iteration 17Q: 3 clusters Score -1.061671e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 196059 members 
Entering Unmasked Estep 
Score: -10616710.000000 Penalty: 3961.095215
	Iteration 18Q: 3 clusters Score -1.061671e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 196065 members 
Entering Unmasked Estep 
Score: -10616723.000000 Penalty: 3961.095215
	Iteration 19Q: 3 clusters Score -1.061672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 196072 members 
Entering Unmasked Estep 
Score: -10616742.000000 Penalty: 3961.095215
	Iteration 20F: 3 clusters Score -1.061674e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 196077 members 
Entering Unmasked Estep 
Score: -10616752.000000 Penalty: 3961.095215
	Iteration 21Q: 3 clusters Score -1.061675e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 196089 members 
Entering Unmasked Estep 
Score: -10616762.000000 Penalty: 3961.095215
	Iteration 22Q: 3 clusters Score -1.061676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 196094 members 
Entering Unmasked Estep 
Score: -10616774.000000 Penalty: 3961.095215
	Iteration 23Q: 3 clusters Score -1.061677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 196100 members 
Entering Unmasked Estep 
Score: -10616776.000000 Penalty: 3961.095215
	Iteration 24Q: 3 clusters Score -1.061678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 196101 members 
Entering Unmasked Estep 
Score: -10616773.000000 Penalty: 3961.095215
	Iteration 25Q: 3 clusters Score -1.061677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 196102 members 
Entering Unmasked Estep 
Score: -10616773.000000 Penalty: 3961.095215
	Iteration 26Q: 3 clusters Score -1.061677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 196105 members 
Entering Unmasked Estep 
Score: -10616763.000000 Penalty: 3961.095215
	Iteration 27Q: 3 clusters Score -1.061676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 196108 members 
Entering Unmasked Estep 
Score: -10616757.000000 Penalty: 3961.095215
	Iteration 28Q: 3 clusters Score -1.061676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 196110 members 
Entering Unmasked Estep 
Score: -10616759.000000 Penalty: 3961.095215
	Iteration 29Q: 3 clusters Score -1.061676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 196110 members 
Entering Unmasked Estep 
Score: -10616767.000000 Penalty: 3961.095215
	Iteration 30Q: 3 clusters Score -1.061677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 196110 members 
Entering Unmasked Estep 
Score: -10616767.000000 Penalty: 3961.095215
	Iteration 31F: 3 clusters Score -1.061677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -73440.796875 Penalty: 1211.297974
	Iteration 0F: 2 clusters Score -73440.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -71514.601562 Penalty: 2422.595947
	Iteration 0F: 3 clusters Score -71514.6 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -72093.812500 Penalty: 2422.595947
	Iteration 1F: 3 clusters Score -72093.81 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -72396.445312 Penalty: 2422.595947
	Iteration 2F: 3 clusters Score -72396.45 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -72718.664062 Penalty: 2422.595947
	Iteration 3F: 3 clusters Score -72718.66 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -72962.648438 Penalty: 2422.595947
	Iteration 4F: 3 clusters Score -72962.65 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -73217.898438 Penalty: 2422.595947
	Iteration 5F: 3 clusters Score -73217.9 nChanged 91
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: -73443.976562 Penalty: 2422.595947
	Iteration 6F: 3 clusters Score -73443.98 nChanged 73
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: -73562.421875 Penalty: 2422.595947
	Iteration 7Q: 3 clusters Score -73562.42 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -73620.875000 Penalty: 2422.595947
	Iteration 8Q: 3 clusters Score -73620.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -73637.304688 Penalty: 2422.595947
	Iteration 9Q: 3 clusters Score -73637.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -73644.093750 Penalty: 2422.595947
	Iteration 10Q: 3 clusters Score -73644.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -73647.687500 Penalty: 2422.595947
	Iteration 11Q: 3 clusters Score -73647.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -73649.859375 Penalty: 2422.595947
	Iteration 12Q: 3 clusters Score -73649.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -73649.859375 Penalty: 2422.595947
	Iteration 13F: 3 clusters Score -73649.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 96201 members 
Mstep: Class 3 contains 4830 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 18088 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99891 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 7164 members 
Mstep: Class 14 contains 8820 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80228 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6757 members 
Mstep: Class 21 contains 196415 members 
Mstep: Class 22 contains 899 members 
Mstep: Class 23 contains 19241 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8214 members 
Mstep: Class 26 contains 4166 members 
Mstep: Class 27 contains 828 members 
Entering Unmasked Estep 
Score: -35932860.000000 Penalty: 59117.878906
Splitting cluster 22 changes total score from -35933456.000000 to -35932860.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (19241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Entering Unmasked Estep 
Score: -974144.875000 Penalty: 1603.029785
	Iteration 0F: 2 clusters Score -974144.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -960962.312500 Penalty: 3206.059570
	Iteration 0F: 3 clusters Score -960962.3 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -965600.437500 Penalty: 3206.059570
	Iteration 1F: 3 clusters Score -965600.4 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -965939.812500 Penalty: 3206.059570
	Iteration 2Q: 3 clusters Score -965939.8 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -966288.812500 Penalty: 3206.059570
	Iteration 3Q: 3 clusters Score -966288.8 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -966729.687500 Penalty: 3206.059570
	Iteration 4Q: 3 clusters Score -966729.7 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -967326.625000 Penalty: 3206.059570
	Iteration 5F: 3 clusters Score -967326.6 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -968109.937500 Penalty: 3206.059570
	Iteration 6F: 3 clusters Score -968109.9 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -968960.125000 Penalty: 3206.059570
	Iteration 7F: 3 clusters Score -968960.1 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -969722.687500 Penalty: 3206.059570
	Iteration 8F: 3 clusters Score -969722.7 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -970384.687500 Penalty: 3206.059570
	Iteration 9F: 3 clusters Score -970384.7 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -970951.937500 Penalty: 3206.059570
	Iteration 10Q: 3 clusters Score -970951.9 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -971396.812500 Penalty: 3206.059570
	Iteration 11Q: 3 clusters Score -971396.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -971781.500000 Penalty: 3206.059570
	Iteration 12Q: 3 clusters Score -971781.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -972086.812500 Penalty: 3206.059570
	Iteration 13Q: 3 clusters Score -972086.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -972305.062500 Penalty: 3206.059570
	Iteration 14Q: 3 clusters Score -972305.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -972443.375000 Penalty: 3206.059570
	Iteration 15Q: 3 clusters Score -972443.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -972526.375000 Penalty: 3206.059570
	Iteration 16Q: 3 clusters Score -972526.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -972600.312500 Penalty: 3206.059570
	Iteration 17Q: 3 clusters Score -972600.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -972655.187500 Penalty: 3206.059570
	Iteration 18Q: 3 clusters Score -972655.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -972713.875000 Penalty: 3206.059570
	Iteration 19Q: 3 clusters Score -972713.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -972752.250000 Penalty: 3206.059570
	Iteration 20F: 3 clusters Score -972752.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -972787.500000 Penalty: 3206.059570
	Iteration 21Q: 3 clusters Score -972787.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -972804.187500 Penalty: 3206.059570
	Iteration 22Q: 3 clusters Score -972804.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -972813.375000 Penalty: 3206.059570
	Iteration 23Q: 3 clusters Score -972813.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -972816.812500 Penalty: 3206.059570
	Iteration 24Q: 3 clusters Score -972816.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -972821.250000 Penalty: 3206.059570
	Iteration 25Q: 3 clusters Score -972821.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -972823.875000 Penalty: 3206.059570
	Iteration 26Q: 3 clusters Score -972823.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -972826.375000 Penalty: 3206.059570
	Iteration 27Q: 3 clusters Score -972826.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -972830.750000 Penalty: 3206.059570
	Iteration 28Q: 3 clusters Score -972830.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -972831.937500 Penalty: 3206.059570
	Iteration 29Q: 3 clusters Score -972831.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -972835.312500 Penalty: 3206.059570
	Iteration 30Q: 3 clusters Score -972835.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -972839.750000 Penalty: 3206.059570
	Iteration 31Q: 3 clusters Score -972839.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -972847.375000 Penalty: 3206.059570
	Iteration 32Q: 3 clusters Score -972847.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -972853.062500 Penalty: 3206.059570
	Iteration 33Q: 3 clusters Score -972853.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -972855.750000 Penalty: 3206.059570
	Iteration 34Q: 3 clusters Score -972855.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -972863.062500 Penalty: 3206.059570
	Iteration 35Q: 3 clusters Score -972863.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -972867.750000 Penalty: 3206.059570
	Iteration 36Q: 3 clusters Score -972867.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -972874.562500 Penalty: 3206.059570
	Iteration 37Q: 3 clusters Score -972874.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -972878.812500 Penalty: 3206.059570
	Iteration 38Q: 3 clusters Score -972878.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -972884.437500 Penalty: 3206.059570
	Iteration 39Q: 3 clusters Score -972884.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -972888.062500 Penalty: 3206.059570
	Iteration 40F: 3 clusters Score -972888.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -972890.625000 Penalty: 3206.059570
	Iteration 41Q: 3 clusters Score -972890.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -972893.875000 Penalty: 3206.059570
	Iteration 42Q: 3 clusters Score -972893.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -972894.125000 Penalty: 3206.059570
	Iteration 43Q: 3 clusters Score -972894.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -972895.125000 Penalty: 3206.059570
	Iteration 44Q: 3 clusters Score -972895.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -972895.125000 Penalty: 3206.059570
	Iteration 45F: 3 clusters Score -972895.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Entering Unmasked Estep 
Score: -402859.125000 Penalty: 1458.025391
	Iteration 0F: 2 clusters Score -402859.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -397040.562500 Penalty: 2916.050781
	Iteration 0F: 3 clusters Score -397040.6 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -398849.062500 Penalty: 2916.050781
	Iteration 1F: 3 clusters Score -398849.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -399157.281250 Penalty: 2916.050781
	Iteration 2F: 3 clusters Score -399157.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -399502.656250 Penalty: 2916.050781
	Iteration 3F: 3 clusters Score -399502.7 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -399946.093750 Penalty: 2916.050781
	Iteration 4F: 3 clusters Score -399946.1 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -400474.718750 Penalty: 2916.050781
	Iteration 5F: 3 clusters Score -400474.7 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -400991.062500 Penalty: 2916.050781
	Iteration 6F: 3 clusters Score -400991.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -401367.187500 Penalty: 2916.050781
	Iteration 7F: 3 clusters Score -401367.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -401607.562500 Penalty: 2916.050781
	Iteration 8Q: 3 clusters Score -401607.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -401736.312500 Penalty: 2916.050781
	Iteration 9Q: 3 clusters Score -401736.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -401817.312500 Penalty: 2916.050781
	Iteration 10Q: 3 clusters Score -401817.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -401864.312500 Penalty: 2916.050781
	Iteration 11Q: 3 clusters Score -401864.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -401898.250000 Penalty: 2916.050781
	Iteration 12Q: 3 clusters Score -401898.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -401920.343750 Penalty: 2916.050781
	Iteration 13Q: 3 clusters Score -401920.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -401935.625000 Penalty: 2916.050781
	Iteration 14Q: 3 clusters Score -401935.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -401951.156250 Penalty: 2916.050781
	Iteration 15Q: 3 clusters Score -401951.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -401962.656250 Penalty: 2916.050781
	Iteration 16Q: 3 clusters Score -401962.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -401973.968750 Penalty: 2916.050781
	Iteration 17Q: 3 clusters Score -401974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -401982.125000 Penalty: 2916.050781
	Iteration 18Q: 3 clusters Score -401982.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -401985.781250 Penalty: 2916.050781
	Iteration 19Q: 3 clusters Score -401985.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -401989.125000 Penalty: 2916.050781
	Iteration 20F: 3 clusters Score -401989.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -401992.968750 Penalty: 2916.050781
	Iteration 21Q: 3 clusters Score -401993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -401994.031250 Penalty: 2916.050781
	Iteration 22Q: 3 clusters Score -401994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -401995.406250 Penalty: 2916.050781
	Iteration 23Q: 3 clusters Score -401995.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -401996.281250 Penalty: 2916.050781
	Iteration 24Q: 3 clusters Score -401996.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -401996.812500 Penalty: 2916.050781
	Iteration 25Q: 3 clusters Score -401996.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -401996.812500 Penalty: 2916.050781
	Iteration 26F: 3 clusters Score -401996.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Entering Unmasked Estep 
Score: -422244.375000 Penalty: 1464.709229
	Iteration 0F: 2 clusters Score -422244.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -416204.093750 Penalty: 2929.418457
	Iteration 0F: 3 clusters Score -416204.1 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -418122.343750 Penalty: 2929.418457
	Iteration 1F: 3 clusters Score -418122.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -418348.593750 Penalty: 2929.418457
	Iteration 2F: 3 clusters Score -418348.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -418547.812500 Penalty: 2929.418457
	Iteration 3F: 3 clusters Score -418547.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -418756.843750 Penalty: 2929.418457
	Iteration 4Q: 3 clusters Score -418756.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -418970.937500 Penalty: 2929.418457
	Iteration 5Q: 3 clusters Score -418970.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -419225.250000 Penalty: 2929.418457
	Iteration 6F: 3 clusters Score -419225.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -419518.937500 Penalty: 2929.418457
	Iteration 7F: 3 clusters Score -419518.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -419820.125000 Penalty: 2929.418457
	Iteration 8F: 3 clusters Score -419820.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -420072.906250 Penalty: 2929.418457
	Iteration 9F: 3 clusters Score -420072.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -420239.187500 Penalty: 2929.418457
	Iteration 10Q: 3 clusters Score -420239.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -420366.593750 Penalty: 2929.418457
	Iteration 11Q: 3 clusters Score -420366.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -420468.468750 Penalty: 2929.418457
	Iteration 12Q: 3 clusters Score -420468.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -420551.593750 Penalty: 2929.418457
	Iteration 13Q: 3 clusters Score -420551.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -420629.406250 Penalty: 2929.418457
	Iteration 14Q: 3 clusters Score -420629.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -420701.125000 Penalty: 2929.418457
	Iteration 15Q: 3 clusters Score -420701.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -420746.937500 Penalty: 2929.418457
	Iteration 16Q: 3 clusters Score -420746.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -420794.312500 Penalty: 2929.418457
	Iteration 17Q: 3 clusters Score -420794.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -420839.093750 Penalty: 2929.418457
	Iteration 18Q: 3 clusters Score -420839.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -420867.687500 Penalty: 2929.418457
	Iteration 19Q: 3 clusters Score -420867.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -420897.656250 Penalty: 2929.418457
	Iteration 20F: 3 clusters Score -420897.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -420930.531250 Penalty: 2929.418457
	Iteration 21Q: 3 clusters Score -420930.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -420956.718750 Penalty: 2929.418457
	Iteration 22Q: 3 clusters Score -420956.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -420977.343750 Penalty: 2929.418457
	Iteration 23Q: 3 clusters Score -420977.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -420993.406250 Penalty: 2929.418457
	Iteration 24Q: 3 clusters Score -420993.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -421010.781250 Penalty: 2929.418457
	Iteration 25Q: 3 clusters Score -421010.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -421029.687500 Penalty: 2929.418457
	Iteration 26Q: 3 clusters Score -421029.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -421049.781250 Penalty: 2929.418457
	Iteration 27Q: 3 clusters Score -421049.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -421072.625000 Penalty: 2929.418457
	Iteration 28Q: 3 clusters Score -421072.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -421089.000000 Penalty: 2929.418457
	Iteration 29Q: 3 clusters Score -421089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -421098.750000 Penalty: 2929.418457
	Iteration 30Q: 3 clusters Score -421098.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -421109.156250 Penalty: 2929.418457
	Iteration 31Q: 3 clusters Score -421109.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -421122.062500 Penalty: 2929.418457
	Iteration 32Q: 3 clusters Score -421122.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -421131.000000 Penalty: 2929.418457
	Iteration 33Q: 3 clusters Score -421131 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -421141.781250 Penalty: 2929.418457
	Iteration 34Q: 3 clusters Score -421141.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -421151.875000 Penalty: 2929.418457
	Iteration 35Q: 3 clusters Score -421151.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -421157.750000 Penalty: 2929.418457
	Iteration 36Q: 3 clusters Score -421157.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -421161.968750 Penalty: 2929.418457
	Iteration 37Q: 3 clusters Score -421162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -421166.812500 Penalty: 2929.418457
	Iteration 38Q: 3 clusters Score -421166.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -421171.281250 Penalty: 2929.418457
	Iteration 39Q: 3 clusters Score -421171.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -421175.500000 Penalty: 2929.418457
	Iteration 40F: 3 clusters Score -421175.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -421178.031250 Penalty: 2929.418457
	Iteration 41Q: 3 clusters Score -421178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -421183.500000 Penalty: 2929.418457
	Iteration 42Q: 3 clusters Score -421183.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -421185.500000 Penalty: 2929.418457
	Iteration 43Q: 3 clusters Score -421185.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -421189.750000 Penalty: 2929.418457
	Iteration 44Q: 3 clusters Score -421189.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -421191.406250 Penalty: 2929.418457
	Iteration 45Q: 3 clusters Score -421191.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -421192.531250 Penalty: 2929.418457
	Iteration 46Q: 3 clusters Score -421192.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -421194.250000 Penalty: 2929.418457
	Iteration 47Q: 3 clusters Score -421194.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -421194.906250 Penalty: 2929.418457
	Iteration 48Q: 3 clusters Score -421194.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -421196.250000 Penalty: 2929.418457
	Iteration 49Q: 3 clusters Score -421196.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -421196.250000 Penalty: 2929.418457
	Iteration 50F: 3 clusters Score -421196.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 96201 members 
Mstep: Class 3 contains 4830 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 2320 members 
Mstep: Class 6 contains 18088 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99891 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 7164 members 
Mstep: Class 14 contains 8820 members 
Mstep: Class 15 contains 8579 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 80228 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6757 members 
Mstep: Class 21 contains 196415 members 
Mstep: Class 22 contains 1727 members 
Mstep: Class 23 contains 19241 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35934220.000000 Penalty: 56928.328125
Iteration 278F: 27 clusters Score -3.593422e+07 nChanged 955
Entering ConstructFrom: 
Score: -35934220.000000 Penalty: 56928.328125
Entering ConstructFrom: 
Trying to split cluster 1 (5649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Entering Unmasked Estep 
Score: -267030.093750 Penalty: 1403.875488
	Iteration 0F: 2 clusters Score -267030.1 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 2849 members 
Entering Unmasked Estep 
Score: -262644.906250 Penalty: 2807.750977
	Iteration 0F: 3 clusters Score -262644.9 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -264099.562500 Penalty: 2807.750977
	Iteration 1F: 3 clusters Score -264099.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -264478.437500 Penalty: 2807.750977
	Iteration 2F: 3 clusters Score -264478.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -264826.906250 Penalty: 2807.750977
	Iteration 3F: 3 clusters Score -264826.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -265128.437500 Penalty: 2807.750977
	Iteration 4F: 3 clusters Score -265128.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -265388.625000 Penalty: 2807.750977
	Iteration 5F: 3 clusters Score -265388.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -265654.687500 Penalty: 2807.750977
	Iteration 6F: 3 clusters Score -265654.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -265894.437500 Penalty: 2807.750977
	Iteration 7F: 3 clusters Score -265894.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -266064.000000 Penalty: 2807.750977
	Iteration 8Q: 3 clusters Score -266064 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -266195.187500 Penalty: 2807.750977
	Iteration 9Q: 3 clusters Score -266195.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -266284.000000 Penalty: 2807.750977
	Iteration 10Q: 3 clusters Score -266284 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -266340.437500 Penalty: 2807.750977
	Iteration 11Q: 3 clusters Score -266340.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -266379.750000 Penalty: 2807.750977
	Iteration 12Q: 3 clusters Score -266379.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -266414.843750 Penalty: 2807.750977
	Iteration 13Q: 3 clusters Score -266414.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -266453.312500 Penalty: 2807.750977
	Iteration 14Q: 3 clusters Score -266453.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -266488.750000 Penalty: 2807.750977
	Iteration 15Q: 3 clusters Score -266488.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -266514.656250 Penalty: 2807.750977
	Iteration 16Q: 3 clusters Score -266514.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -266531.000000 Penalty: 2807.750977
	Iteration 17Q: 3 clusters Score -266531 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -266547.062500 Penalty: 2807.750977
	Iteration 18Q: 3 clusters Score -266547.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -266561.375000 Penalty: 2807.750977
	Iteration 19Q: 3 clusters Score -266561.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -266573.125000 Penalty: 2807.750977
	Iteration 20F: 3 clusters Score -266573.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -266580.312500 Penalty: 2807.750977
	Iteration 21Q: 3 clusters Score -266580.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -266586.031250 Penalty: 2807.750977
	Iteration 22Q: 3 clusters Score -266586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -266589.781250 Penalty: 2807.750977
	Iteration 23Q: 3 clusters Score -266589.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -266594.031250 Penalty: 2807.750977
	Iteration 24Q: 3 clusters Score -266594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -266598.843750 Penalty: 2807.750977
	Iteration 25Q: 3 clusters Score -266598.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -266602.781250 Penalty: 2807.750977
	Iteration 26Q: 3 clusters Score -266602.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -266606.687500 Penalty: 2807.750977
	Iteration 27Q: 3 clusters Score -266606.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -266607.656250 Penalty: 2807.750977
	Iteration 28Q: 3 clusters Score -266607.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -266609.125000 Penalty: 2807.750977
	Iteration 29Q: 3 clusters Score -266609.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -266611.156250 Penalty: 2807.750977
	Iteration 30Q: 3 clusters Score -266611.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -266611.437500 Penalty: 2807.750977
	Iteration 31Q: 3 clusters Score -266611.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -266611.531250 Penalty: 2807.750977
	Iteration 32Q: 3 clusters Score -266611.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -266613.062500 Penalty: 2807.750977
	Iteration 33Q: 3 clusters Score -266613.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -266614.312500 Penalty: 2807.750977
	Iteration 34Q: 3 clusters Score -266614.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -266615.125000 Penalty: 2807.750977
	Iteration 35Q: 3 clusters Score -266615.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -266617.187500 Penalty: 2807.750977
	Iteration 36Q: 3 clusters Score -266617.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -266618.750000 Penalty: 2807.750977
	Iteration 37Q: 3 clusters Score -266618.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -266620.156250 Penalty: 2807.750977
	Iteration 38Q: 3 clusters Score -266620.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -266621.250000 Penalty: 2807.750977
	Iteration 39Q: 3 clusters Score -266621.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -266622.687500 Penalty: 2807.750977
	Iteration 40F: 3 clusters Score -266622.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -266623.968750 Penalty: 2807.750977
	Iteration 41Q: 3 clusters Score -266624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -266624.625000 Penalty: 2807.750977
	Iteration 42Q: 3 clusters Score -266624.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -266626.875000 Penalty: 2807.750977
	Iteration 43Q: 3 clusters Score -266626.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -266629.031250 Penalty: 2807.750977
	Iteration 44Q: 3 clusters Score -266629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -266629.812500 Penalty: 2807.750977
	Iteration 45Q: 3 clusters Score -266629.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -266631.250000 Penalty: 2807.750977
	Iteration 46Q: 3 clusters Score -266631.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -266632.375000 Penalty: 2807.750977
	Iteration 47Q: 3 clusters Score -266632.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -266633.093750 Penalty: 2807.750977
	Iteration 48Q: 3 clusters Score -266633.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -266633.812500 Penalty: 2807.750977
	Iteration 49Q: 3 clusters Score -266633.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -266634.093750 Penalty: 2807.750977
	Iteration 50Q: 3 clusters Score -266634.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -266634.625000 Penalty: 2807.750977
	Iteration 51Q: 3 clusters Score -266634.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -266635.937500 Penalty: 2807.750977
	Iteration 52Q: 3 clusters Score -266635.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -266635.812500 Penalty: 2807.750977
	Iteration 53Q: 3 clusters Score -266635.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -266636.312500 Penalty: 2807.750977
	Iteration 54Q: 3 clusters Score -266636.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -266636.312500 Penalty: 2807.750977
	Iteration 55Q: 3 clusters Score -266636.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -266636.500000 Penalty: 2807.750977
	Iteration 56Q: 3 clusters Score -266636.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -266636.500000 Penalty: 2807.750977
	Iteration 57F: 3 clusters Score -266636.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (96197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96197 members 
Entering Unmasked Estep 
Score: -5108695.000000 Penalty: 1864.549927
	Iteration 0F: 2 clusters Score -5108695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 47950 members 
Entering Unmasked Estep 
Score: -5044147.000000 Penalty: 3729.099854
	Iteration 0F: 3 clusters Score -5044147 nChanged 46037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -5070955.500000 Penalty: 3729.099854
	Iteration 1F: 3 clusters Score -5070956 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52834 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -5072051.000000 Penalty: 3729.099854
	Iteration 2Q: 3 clusters Score -5072051 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55616 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
Score: -5073772.500000 Penalty: 3729.099854
	Iteration 3Q: 3 clusters Score -5073772 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59813 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -5076550.500000 Penalty: 3729.099854
	Iteration 4F: 3 clusters Score -5076550 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65505 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -5080848.000000 Penalty: 3729.099854
	Iteration 5F: 3 clusters Score -5080848 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72538 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -5086791.000000 Penalty: 3729.099854
	Iteration 6F: 3 clusters Score -5086791 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80052 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -5093640.000000 Penalty: 3729.099854
	Iteration 7F: 3 clusters Score -5093640 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86383 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -5099607.000000 Penalty: 3729.099854
	Iteration 8F: 3 clusters Score -5099607 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90737 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -5103567.000000 Penalty: 3729.099854
	Iteration 9Q: 3 clusters Score -5103567 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93221 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -5105735.500000 Penalty: 3729.099854
	Iteration 10Q: 3 clusters Score -5105736 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94415 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5106674.500000 Penalty: 3729.099854
	Iteration 11Q: 3 clusters Score -5106674 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94912 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5107047.500000 Penalty: 3729.099854
	Iteration 12Q: 3 clusters Score -5107048 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95134 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5107222.500000 Penalty: 3729.099854
	Iteration 13Q: 3 clusters Score -5107222 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95237 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5107297.500000 Penalty: 3729.099854
	Iteration 14Q: 3 clusters Score -5107298 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95302 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5107345.000000 Penalty: 3729.099854
	Iteration 15Q: 3 clusters Score -5107345 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95347 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5107374.500000 Penalty: 3729.099854
	Iteration 16Q: 3 clusters Score -5107374 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95376 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5107387.500000 Penalty: 3729.099854
	Iteration 17Q: 3 clusters Score -5107388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95392 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5107401.500000 Penalty: 3729.099854
	Iteration 18Q: 3 clusters Score -5107402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95400 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5107405.000000 Penalty: 3729.099854
	Iteration 19Q: 3 clusters Score -5107405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95409 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5107412.000000 Penalty: 3729.099854
	Iteration 20F: 3 clusters Score -5107412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95409 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5107414.500000 Penalty: 3729.099854
	Iteration 21Q: 3 clusters Score -5107414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95414 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5107415.000000 Penalty: 3729.099854
	Iteration 22Q: 3 clusters Score -5107415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95419 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5107423.500000 Penalty: 3729.099854
	Iteration 23Q: 3 clusters Score -5107424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95423 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5107425.000000 Penalty: 3729.099854
	Iteration 24Q: 3 clusters Score -5107425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95427 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5107423.500000 Penalty: 3729.099854
	Iteration 25Q: 3 clusters Score -5107424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95425 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5107426.000000 Penalty: 3729.099854
	Iteration 26Q: 3 clusters Score -5107426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95423 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5107426.000000 Penalty: 3729.099854
	Iteration 27Q: 3 clusters Score -5107426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95423 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5107426.000000 Penalty: 3729.099854
	Iteration 28F: 3 clusters Score -5107426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Entering Unmasked Estep 
Score: -237942.093750 Penalty: 1378.490112
	Iteration 0F: 2 clusters Score -237942.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -234118.812500 Penalty: 2756.980225
	Iteration 0F: 3 clusters Score -234118.8 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -235342.765625 Penalty: 2756.980225
	Iteration 1F: 3 clusters Score -235342.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -235652.453125 Penalty: 2756.980225
	Iteration 2F: 3 clusters Score -235652.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -236002.140625 Penalty: 2756.980225
	Iteration 3F: 3 clusters Score -236002.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -236429.171875 Penalty: 2756.980225
	Iteration 4F: 3 clusters Score -236429.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -236812.015625 Penalty: 2756.980225
	Iteration 5F: 3 clusters Score -236812 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -237092.531250 Penalty: 2756.980225
	Iteration 6F: 3 clusters Score -237092.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -237246.140625 Penalty: 2756.980225
	Iteration 7Q: 3 clusters Score -237246.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -237337.000000 Penalty: 2756.980225
	Iteration 8Q: 3 clusters Score -237337 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -237402.656250 Penalty: 2756.980225
	Iteration 9Q: 3 clusters Score -237402.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -237456.046875 Penalty: 2756.980225
	Iteration 10Q: 3 clusters Score -237456 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -237497.593750 Penalty: 2756.980225
	Iteration 11Q: 3 clusters Score -237497.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -237531.046875 Penalty: 2756.980225
	Iteration 12Q: 3 clusters Score -237531 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -237555.906250 Penalty: 2756.980225
	Iteration 13Q: 3 clusters Score -237555.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -237578.343750 Penalty: 2756.980225
	Iteration 14Q: 3 clusters Score -237578.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -237588.906250 Penalty: 2756.980225
	Iteration 15Q: 3 clusters Score -237588.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -237597.703125 Penalty: 2756.980225
	Iteration 16Q: 3 clusters Score -237597.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -237609.781250 Penalty: 2756.980225
	Iteration 17Q: 3 clusters Score -237609.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -237619.140625 Penalty: 2756.980225
	Iteration 18Q: 3 clusters Score -237619.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -237622.765625 Penalty: 2756.980225
	Iteration 19Q: 3 clusters Score -237622.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -237625.515625 Penalty: 2756.980225
	Iteration 20F: 3 clusters Score -237625.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -237629.000000 Penalty: 2756.980225
	Iteration 21Q: 3 clusters Score -237629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -237630.343750 Penalty: 2756.980225
	Iteration 22Q: 3 clusters Score -237630.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -237632.546875 Penalty: 2756.980225
	Iteration 23Q: 3 clusters Score -237632.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -237634.609375 Penalty: 2756.980225
	Iteration 24Q: 3 clusters Score -237634.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -237635.968750 Penalty: 2756.980225
	Iteration 25Q: 3 clusters Score -237636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -237639.078125 Penalty: 2756.980225
	Iteration 26Q: 3 clusters Score -237639.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -237642.296875 Penalty: 2756.980225
	Iteration 27Q: 3 clusters Score -237642.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -237646.968750 Penalty: 2756.980225
	Iteration 28Q: 3 clusters Score -237647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -237648.765625 Penalty: 2756.980225
	Iteration 29Q: 3 clusters Score -237648.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -237650.140625 Penalty: 2756.980225
	Iteration 30Q: 3 clusters Score -237650.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -237651.734375 Penalty: 2756.980225
	Iteration 31Q: 3 clusters Score -237651.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -237653.406250 Penalty: 2756.980225
	Iteration 32Q: 3 clusters Score -237653.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -237655.640625 Penalty: 2756.980225
	Iteration 33Q: 3 clusters Score -237655.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -237659.015625 Penalty: 2756.980225
	Iteration 34Q: 3 clusters Score -237659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -237661.671875 Penalty: 2756.980225
	Iteration 35Q: 3 clusters Score -237661.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -237663.531250 Penalty: 2756.980225
	Iteration 36Q: 3 clusters Score -237663.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -237665.203125 Penalty: 2756.980225
	Iteration 37Q: 3 clusters Score -237665.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -237667.484375 Penalty: 2756.980225
	Iteration 38Q: 3 clusters Score -237667.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -237669.140625 Penalty: 2756.980225
	Iteration 39Q: 3 clusters Score -237669.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -237671.343750 Penalty: 2756.980225
	Iteration 40F: 3 clusters Score -237671.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -237672.328125 Penalty: 2756.980225
	Iteration 41Q: 3 clusters Score -237672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -237672.109375 Penalty: 2756.980225
	Iteration 42Q: 3 clusters Score -237672.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -237672.859375 Penalty: 2756.980225
	Iteration 43Q: 3 clusters Score -237672.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -237674.562500 Penalty: 2756.980225
	Iteration 44Q: 3 clusters Score -237674.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -237676.968750 Penalty: 2756.980225
	Iteration 45Q: 3 clusters Score -237677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -237677.390625 Penalty: 2756.980225
	Iteration 46Q: 3 clusters Score -237677.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -237679.156250 Penalty: 2756.980225
	Iteration 47Q: 3 clusters Score -237679.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -237678.875000 Penalty: 2756.980225
	Iteration 48Q: 3 clusters Score -237678.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -237679.187500 Penalty: 2756.980225
	Iteration 49Q: 3 clusters Score -237679.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -237679.906250 Penalty: 2756.980225
	Iteration 50Q: 3 clusters Score -237679.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -237680.687500 Penalty: 2756.980225
	Iteration 51Q: 3 clusters Score -237680.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -237681.437500 Penalty: 2756.980225
	Iteration 52Q: 3 clusters Score -237681.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -237681.078125 Penalty: 2756.980225
	Iteration 53Q: 3 clusters Score -237681.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -237681.359375 Penalty: 2756.980225
	Iteration 54Q: 3 clusters Score -237681.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -237682.093750 Penalty: 2756.980225
	Iteration 55Q: 3 clusters Score -237682.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -237683.359375 Penalty: 2756.980225
	Iteration 56Q: 3 clusters Score -237683.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -237684.546875 Penalty: 2756.980225
	Iteration 57Q: 3 clusters Score -237684.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -237687.812500 Penalty: 2756.980225
	Iteration 58Q: 3 clusters Score -237687.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -237691.656250 Penalty: 2756.980225
	Iteration 59Q: 3 clusters Score -237691.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -237695.578125 Penalty: 2756.980225
	Iteration 60F: 3 clusters Score -237695.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -237697.656250 Penalty: 2756.980225
	Iteration 61Q: 3 clusters Score -237697.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -237699.187500 Penalty: 2756.980225
	Iteration 62Q: 3 clusters Score -237699.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -237700.250000 Penalty: 2756.980225
	Iteration 63Q: 3 clusters Score -237700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -237700.468750 Penalty: 2756.980225
	Iteration 64Q: 3 clusters Score -237700.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -237700.468750 Penalty: 2756.980225
	Iteration 65F: 3 clusters Score -237700.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Entering Unmasked Estep 
Score: -341322.843750 Penalty: 1426.703125
	Iteration 0F: 2 clusters Score -341322.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -336411.937500 Penalty: 2853.406250
	Iteration 0F: 3 clusters Score -336411.9 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -337802.312500 Penalty: 2853.406250
	Iteration 1F: 3 clusters Score -337802.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -338028.531250 Penalty: 2853.406250
	Iteration 2F: 3 clusters Score -338028.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -338198.656250 Penalty: 2853.406250
	Iteration 3F: 3 clusters Score -338198.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -338329.625000 Penalty: 2853.406250
	Iteration 4Q: 3 clusters Score -338329.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -338436.062500 Penalty: 2853.406250
	Iteration 5Q: 3 clusters Score -338436.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -338542.843750 Penalty: 2853.406250
	Iteration 6Q: 3 clusters Score -338542.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -338640.781250 Penalty: 2853.406250
	Iteration 7Q: 3 clusters Score -338640.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -338715.031250 Penalty: 2853.406250
	Iteration 8Q: 3 clusters Score -338715 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -338779.406250 Penalty: 2853.406250
	Iteration 9Q: 3 clusters Score -338779.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -338842.093750 Penalty: 2853.406250
	Iteration 10Q: 3 clusters Score -338842.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -338905.375000 Penalty: 2853.406250
	Iteration 11Q: 3 clusters Score -338905.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -338966.406250 Penalty: 2853.406250
	Iteration 12Q: 3 clusters Score -338966.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -339032.062500 Penalty: 2853.406250
	Iteration 13Q: 3 clusters Score -339032.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -339086.750000 Penalty: 2853.406250
	Iteration 14Q: 3 clusters Score -339086.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -339147.000000 Penalty: 2853.406250
	Iteration 15Q: 3 clusters Score -339147 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -339210.187500 Penalty: 2853.406250
	Iteration 16Q: 3 clusters Score -339210.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -339264.937500 Penalty: 2853.406250
	Iteration 17Q: 3 clusters Score -339264.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -339310.937500 Penalty: 2853.406250
	Iteration 18Q: 3 clusters Score -339310.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -339348.593750 Penalty: 2853.406250
	Iteration 19Q: 3 clusters Score -339348.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -339385.562500 Penalty: 2853.406250
	Iteration 20F: 3 clusters Score -339385.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -339421.687500 Penalty: 2853.406250
	Iteration 21Q: 3 clusters Score -339421.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -339463.468750 Penalty: 2853.406250
	Iteration 22Q: 3 clusters Score -339463.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -339498.000000 Penalty: 2853.406250
	Iteration 23Q: 3 clusters Score -339498 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -339536.343750 Penalty: 2853.406250
	Iteration 24Q: 3 clusters Score -339536.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -339573.531250 Penalty: 2853.406250
	Iteration 25Q: 3 clusters Score -339573.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -339606.500000 Penalty: 2853.406250
	Iteration 26Q: 3 clusters Score -339606.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -339639.625000 Penalty: 2853.406250
	Iteration 27Q: 3 clusters Score -339639.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -339671.250000 Penalty: 2853.406250
	Iteration 28Q: 3 clusters Score -339671.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -339700.812500 Penalty: 2853.406250
	Iteration 29Q: 3 clusters Score -339700.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -339727.000000 Penalty: 2853.406250
	Iteration 30Q: 3 clusters Score -339727 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -339752.312500 Penalty: 2853.406250
	Iteration 31Q: 3 clusters Score -339752.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -339779.187500 Penalty: 2853.406250
	Iteration 32Q: 3 clusters Score -339779.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -339810.531250 Penalty: 2853.406250
	Iteration 33Q: 3 clusters Score -339810.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -339848.062500 Penalty: 2853.406250
	Iteration 34Q: 3 clusters Score -339848.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -339877.218750 Penalty: 2853.406250
	Iteration 35Q: 3 clusters Score -339877.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -339909.437500 Penalty: 2853.406250
	Iteration 36Q: 3 clusters Score -339909.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -339941.218750 Penalty: 2853.406250
	Iteration 37Q: 3 clusters Score -339941.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -339963.968750 Penalty: 2853.406250
	Iteration 38Q: 3 clusters Score -339964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -339985.968750 Penalty: 2853.406250
	Iteration 39Q: 3 clusters Score -339986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -340001.812500 Penalty: 2853.406250
	Iteration 40F: 3 clusters Score -340001.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -340013.687500 Penalty: 2853.406250
	Iteration 41Q: 3 clusters Score -340013.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -340023.718750 Penalty: 2853.406250
	Iteration 42Q: 3 clusters Score -340023.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -340033.156250 Penalty: 2853.406250
	Iteration 43Q: 3 clusters Score -340033.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -340047.843750 Penalty: 2853.406250
	Iteration 44Q: 3 clusters Score -340047.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -340057.093750 Penalty: 2853.406250
	Iteration 45Q: 3 clusters Score -340057.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -340063.937500 Penalty: 2853.406250
	Iteration 46Q: 3 clusters Score -340063.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -340068.937500 Penalty: 2853.406250
	Iteration 47Q: 3 clusters Score -340068.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -340071.156250 Penalty: 2853.406250
	Iteration 48Q: 3 clusters Score -340071.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -340071.281250 Penalty: 2853.406250
	Iteration 49Q: 3 clusters Score -340071.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -340073.031250 Penalty: 2853.406250
	Iteration 50Q: 3 clusters Score -340073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -340075.156250 Penalty: 2853.406250
	Iteration 51Q: 3 clusters Score -340075.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -340079.187500 Penalty: 2853.406250
	Iteration 52Q: 3 clusters Score -340079.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -340081.812500 Penalty: 2853.406250
	Iteration 53Q: 3 clusters Score -340081.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -340085.718750 Penalty: 2853.406250
	Iteration 54Q: 3 clusters Score -340085.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -340086.937500 Penalty: 2853.406250
	Iteration 55Q: 3 clusters Score -340086.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -340087.406250 Penalty: 2853.406250
	Iteration 56Q: 3 clusters Score -340087.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -340088.718750 Penalty: 2853.406250
	Iteration 57Q: 3 clusters Score -340088.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -340090.343750 Penalty: 2853.406250
	Iteration 58Q: 3 clusters Score -340090.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -340092.500000 Penalty: 2853.406250
	Iteration 59Q: 3 clusters Score -340092.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -340093.812500 Penalty: 2853.406250
	Iteration 60F: 3 clusters Score -340093.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -340096.125000 Penalty: 2853.406250
	Iteration 61Q: 3 clusters Score -340096.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -340097.625000 Penalty: 2853.406250
	Iteration 62Q: 3 clusters Score -340097.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -340101.000000 Penalty: 2853.406250
	Iteration 63Q: 3 clusters Score -340101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -340104.375000 Penalty: 2853.406250
	Iteration 64Q: 3 clusters Score -340104.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -340108.156250 Penalty: 2853.406250
	Iteration 65Q: 3 clusters Score -340108.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -340107.968750 Penalty: 2853.406250
	Iteration 66Q: 3 clusters Score -340108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -340110.968750 Penalty: 2853.406250
	Iteration 67Q: 3 clusters Score -340111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -340110.968750 Penalty: 2853.406250
	Iteration 68F: 3 clusters Score -340111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Entering Unmasked Estep 
Score: -106942.734375 Penalty: 1258.210815
	Iteration 0F: 2 clusters Score -106942.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -104706.921875 Penalty: 2516.421631
	Iteration 0F: 3 clusters Score -104706.9 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -105325.875000 Penalty: 2516.421631
	Iteration 1F: 3 clusters Score -105325.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -105598.281250 Penalty: 2516.421631
	Iteration 2F: 3 clusters Score -105598.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -105818.156250 Penalty: 2516.421631
	Iteration 3F: 3 clusters Score -105818.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -105992.945312 Penalty: 2516.421631
	Iteration 4F: 3 clusters Score -105992.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -106128.804688 Penalty: 2516.421631
	Iteration 5Q: 3 clusters Score -106128.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -106231.921875 Penalty: 2516.421631
	Iteration 6Q: 3 clusters Score -106231.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -106297.867188 Penalty: 2516.421631
	Iteration 7Q: 3 clusters Score -106297.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -106333.500000 Penalty: 2516.421631
	Iteration 8Q: 3 clusters Score -106333.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -106350.468750 Penalty: 2516.421631
	Iteration 9Q: 3 clusters Score -106350.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -106358.890625 Penalty: 2516.421631
	Iteration 10Q: 3 clusters Score -106358.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -106362.695312 Penalty: 2516.421631
	Iteration 11Q: 3 clusters Score -106362.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -106365.992188 Penalty: 2516.421631
	Iteration 12Q: 3 clusters Score -106366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -106372.054688 Penalty: 2516.421631
	Iteration 13Q: 3 clusters Score -106372.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -106377.117188 Penalty: 2516.421631
	Iteration 14Q: 3 clusters Score -106377.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -106381.898438 Penalty: 2516.421631
	Iteration 15Q: 3 clusters Score -106381.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -106384.234375 Penalty: 2516.421631
	Iteration 16Q: 3 clusters Score -106384.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -106385.859375 Penalty: 2516.421631
	Iteration 17Q: 3 clusters Score -106385.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -106387.750000 Penalty: 2516.421631
	Iteration 18Q: 3 clusters Score -106387.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -106388.390625 Penalty: 2516.421631
	Iteration 19Q: 3 clusters Score -106388.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -106389.554688 Penalty: 2516.421631
	Iteration 20F: 3 clusters Score -106389.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -106390.820312 Penalty: 2516.421631
	Iteration 21Q: 3 clusters Score -106390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -106391.906250 Penalty: 2516.421631
	Iteration 22Q: 3 clusters Score -106391.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -106392.187500 Penalty: 2516.421631
	Iteration 23Q: 3 clusters Score -106392.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -106392.187500 Penalty: 2516.421631
	Iteration 24F: 3 clusters Score -106392.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Entering Unmasked Estep 
Score: -942695.125000 Penalty: 1593.356079
	Iteration 0F: 2 clusters Score -942695.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -930287.625000 Penalty: 3186.712158
	Iteration 0F: 3 clusters Score -930287.6 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -934886.437500 Penalty: 3186.712158
	Iteration 1F: 3 clusters Score -934886.4 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -935363.375000 Penalty: 3186.712158
	Iteration 2F: 3 clusters Score -935363.4 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -935871.625000 Penalty: 3186.712158
	Iteration 3F: 3 clusters Score -935871.6 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -936454.187500 Penalty: 3186.712158
	Iteration 4F: 3 clusters Score -936454.2 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -937095.812500 Penalty: 3186.712158
	Iteration 5F: 3 clusters Score -937095.8 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -937801.375000 Penalty: 3186.712158
	Iteration 6F: 3 clusters Score -937801.4 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -938431.437500 Penalty: 3186.712158
	Iteration 7F: 3 clusters Score -938431.4 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -938937.625000 Penalty: 3186.712158
	Iteration 8Q: 3 clusters Score -938937.6 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -939276.250000 Penalty: 3186.712158
	Iteration 9Q: 3 clusters Score -939276.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -939485.750000 Penalty: 3186.712158
	Iteration 10Q: 3 clusters Score -939485.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -939603.062500 Penalty: 3186.712158
	Iteration 11Q: 3 clusters Score -939603.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -939711.750000 Penalty: 3186.712158
	Iteration 12Q: 3 clusters Score -939711.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -939793.250000 Penalty: 3186.712158
	Iteration 13Q: 3 clusters Score -939793.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -939862.000000 Penalty: 3186.712158
	Iteration 14Q: 3 clusters Score -939862 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -939922.375000 Penalty: 3186.712158
	Iteration 15Q: 3 clusters Score -939922.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -939981.812500 Penalty: 3186.712158
	Iteration 16Q: 3 clusters Score -939981.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -940042.000000 Penalty: 3186.712158
	Iteration 17Q: 3 clusters Score -940042 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -940113.687500 Penalty: 3186.712158
	Iteration 18Q: 3 clusters Score -940113.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -940182.062500 Penalty: 3186.712158
	Iteration 19Q: 3 clusters Score -940182.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -940240.375000 Penalty: 3186.712158
	Iteration 20F: 3 clusters Score -940240.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -940286.500000 Penalty: 3186.712158
	Iteration 21Q: 3 clusters Score -940286.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -940336.625000 Penalty: 3186.712158
	Iteration 22Q: 3 clusters Score -940336.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -940383.125000 Penalty: 3186.712158
	Iteration 23Q: 3 clusters Score -940383.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -940426.875000 Penalty: 3186.712158
	Iteration 24Q: 3 clusters Score -940426.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -940471.062500 Penalty: 3186.712158
	Iteration 25Q: 3 clusters Score -940471.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -940505.562500 Penalty: 3186.712158
	Iteration 26Q: 3 clusters Score -940505.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -940530.875000 Penalty: 3186.712158
	Iteration 27Q: 3 clusters Score -940530.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -940553.875000 Penalty: 3186.712158
	Iteration 28Q: 3 clusters Score -940553.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -940584.500000 Penalty: 3186.712158
	Iteration 29Q: 3 clusters Score -940584.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -940616.812500 Penalty: 3186.712158
	Iteration 30Q: 3 clusters Score -940616.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -940639.000000 Penalty: 3186.712158
	Iteration 31Q: 3 clusters Score -940639 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -940664.187500 Penalty: 3186.712158
	Iteration 32Q: 3 clusters Score -940664.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -940688.687500 Penalty: 3186.712158
	Iteration 33Q: 3 clusters Score -940688.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -940713.437500 Penalty: 3186.712158
	Iteration 34Q: 3 clusters Score -940713.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -940740.312500 Penalty: 3186.712158
	Iteration 35Q: 3 clusters Score -940740.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -940769.437500 Penalty: 3186.712158
	Iteration 36Q: 3 clusters Score -940769.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -940801.125000 Penalty: 3186.712158
	Iteration 37Q: 3 clusters Score -940801.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -940833.750000 Penalty: 3186.712158
	Iteration 38Q: 3 clusters Score -940833.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -940863.625000 Penalty: 3186.712158
	Iteration 39Q: 3 clusters Score -940863.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -940890.375000 Penalty: 3186.712158
	Iteration 40F: 3 clusters Score -940890.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -940920.875000 Penalty: 3186.712158
	Iteration 41Q: 3 clusters Score -940920.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -940949.750000 Penalty: 3186.712158
	Iteration 42Q: 3 clusters Score -940949.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -940970.437500 Penalty: 3186.712158
	Iteration 43Q: 3 clusters Score -940970.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -940993.875000 Penalty: 3186.712158
	Iteration 44Q: 3 clusters Score -940993.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -941020.500000 Penalty: 3186.712158
	Iteration 45Q: 3 clusters Score -941020.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -941045.812500 Penalty: 3186.712158
	Iteration 46Q: 3 clusters Score -941045.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -941069.812500 Penalty: 3186.712158
	Iteration 47Q: 3 clusters Score -941069.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -941091.062500 Penalty: 3186.712158
	Iteration 48Q: 3 clusters Score -941091.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -941118.937500 Penalty: 3186.712158
	Iteration 49Q: 3 clusters Score -941118.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -941138.750000 Penalty: 3186.712158
	Iteration 50Q: 3 clusters Score -941138.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -941159.750000 Penalty: 3186.712158
	Iteration 51Q: 3 clusters Score -941159.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -941179.937500 Penalty: 3186.712158
	Iteration 52Q: 3 clusters Score -941179.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -941194.437500 Penalty: 3186.712158
	Iteration 53Q: 3 clusters Score -941194.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -941210.625000 Penalty: 3186.712158
	Iteration 54Q: 3 clusters Score -941210.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -941225.312500 Penalty: 3186.712158
	Iteration 55Q: 3 clusters Score -941225.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -941231.375000 Penalty: 3186.712158
	Iteration 56Q: 3 clusters Score -941231.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -941236.875000 Penalty: 3186.712158
	Iteration 57Q: 3 clusters Score -941236.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -941244.625000 Penalty: 3186.712158
	Iteration 58Q: 3 clusters Score -941244.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -941251.875000 Penalty: 3186.712158
	Iteration 59Q: 3 clusters Score -941251.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -941259.875000 Penalty: 3186.712158
	Iteration 60F: 3 clusters Score -941259.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -941267.125000 Penalty: 3186.712158
	Iteration 61Q: 3 clusters Score -941267.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -941273.000000 Penalty: 3186.712158
	Iteration 62Q: 3 clusters Score -941273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -941278.750000 Penalty: 3186.712158
	Iteration 63Q: 3 clusters Score -941278.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -941283.312500 Penalty: 3186.712158
	Iteration 64Q: 3 clusters Score -941283.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -941290.125000 Penalty: 3186.712158
	Iteration 65Q: 3 clusters Score -941290.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -941299.937500 Penalty: 3186.712158
	Iteration 66Q: 3 clusters Score -941299.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -941310.000000 Penalty: 3186.712158
	Iteration 67Q: 3 clusters Score -941310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -941315.062500 Penalty: 3186.712158
	Iteration 68Q: 3 clusters Score -941315.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -941319.312500 Penalty: 3186.712158
	Iteration 69Q: 3 clusters Score -941319.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -941321.000000 Penalty: 3186.712158
	Iteration 70Q: 3 clusters Score -941321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -941324.500000 Penalty: 3186.712158
	Iteration 71Q: 3 clusters Score -941324.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -941327.187500 Penalty: 3186.712158
	Iteration 72Q: 3 clusters Score -941327.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -941330.625000 Penalty: 3186.712158
	Iteration 73Q: 3 clusters Score -941330.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -941333.687500 Penalty: 3186.712158
	Iteration 74Q: 3 clusters Score -941333.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -941335.187500 Penalty: 3186.712158
	Iteration 75Q: 3 clusters Score -941335.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -941341.312500 Penalty: 3186.712158
	Iteration 76Q: 3 clusters Score -941341.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -941346.375000 Penalty: 3186.712158
	Iteration 77Q: 3 clusters Score -941346.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -941347.062500 Penalty: 3186.712158
	Iteration 78Q: 3 clusters Score -941347.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -941354.437500 Penalty: 3186.712158
	Iteration 79Q: 3 clusters Score -941354.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -941360.125000 Penalty: 3186.712158
	Iteration 80F: 3 clusters Score -941360.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -941364.812500 Penalty: 3186.712158
	Iteration 81Q: 3 clusters Score -941364.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -941370.625000 Penalty: 3186.712158
	Iteration 82Q: 3 clusters Score -941370.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -941374.562500 Penalty: 3186.712158
	Iteration 83Q: 3 clusters Score -941374.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -941380.937500 Penalty: 3186.712158
	Iteration 84Q: 3 clusters Score -941380.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -941388.062500 Penalty: 3186.712158
	Iteration 85Q: 3 clusters Score -941388.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -941393.375000 Penalty: 3186.712158
	Iteration 86Q: 3 clusters Score -941393.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -941396.625000 Penalty: 3186.712158
	Iteration 87Q: 3 clusters Score -941396.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -941399.937500 Penalty: 3186.712158
	Iteration 88Q: 3 clusters Score -941399.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -941402.187500 Penalty: 3186.712158
	Iteration 89Q: 3 clusters Score -941402.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -941404.812500 Penalty: 3186.712158
	Iteration 90Q: 3 clusters Score -941404.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -941406.125000 Penalty: 3186.712158
	Iteration 91Q: 3 clusters Score -941406.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -941411.500000 Penalty: 3186.712158
	Iteration 92Q: 3 clusters Score -941411.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -941411.875000 Penalty: 3186.712158
	Iteration 93Q: 3 clusters Score -941411.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -941412.312500 Penalty: 3186.712158
	Iteration 94Q: 3 clusters Score -941412.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -941414.000000 Penalty: 3186.712158
	Iteration 95Q: 3 clusters Score -941414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -941415.125000 Penalty: 3186.712158
	Iteration 96Q: 3 clusters Score -941415.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -941414.812500 Penalty: 3186.712158
	Iteration 97Q: 3 clusters Score -941414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -941415.062500 Penalty: 3186.712158
	Iteration 98Q: 3 clusters Score -941415.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -941416.062500 Penalty: 3186.712158
	Iteration 99Q: 3 clusters Score -941416.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -941418.562500 Penalty: 3186.712158
	Iteration 100F: 3 clusters Score -941418.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -941418.187500 Penalty: 3186.712158
	Iteration 101Q: 3 clusters Score -941418.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -941418.062500 Penalty: 3186.712158
	Iteration 102Q: 3 clusters Score -941418.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -941416.562500 Penalty: 3186.712158
	Iteration 103Q: 3 clusters Score -941416.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -941417.000000 Penalty: 3186.712158
	Iteration 104Q: 3 clusters Score -941417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -941418.000000 Penalty: 3186.712158
	Iteration 105Q: 3 clusters Score -941418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -941419.000000 Penalty: 3186.712158
	Iteration 106Q: 3 clusters Score -941419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -941419.000000 Penalty: 3186.712158
	Iteration 107F: 3 clusters Score -941419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Entering Unmasked Estep 
Score: -460367.250000 Penalty: 1497.668579
	Iteration 0F: 2 clusters Score -460367.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -453145.875000 Penalty: 2995.337158
	Iteration 0F: 3 clusters Score -453145.9 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -455635.812500 Penalty: 2995.337158
	Iteration 1F: 3 clusters Score -455635.8 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -455951.656250 Penalty: 2995.337158
	Iteration 2F: 3 clusters Score -455951.7 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -456229.718750 Penalty: 2995.337158
	Iteration 3F: 3 clusters Score -456229.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -456518.937500 Penalty: 2995.337158
	Iteration 4F: 3 clusters Score -456518.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -456839.312500 Penalty: 2995.337158
	Iteration 5Q: 3 clusters Score -456839.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -457256.937500 Penalty: 2995.337158
	Iteration 6F: 3 clusters Score -457256.9 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -457701.781250 Penalty: 2995.337158
	Iteration 7F: 3 clusters Score -457701.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -458091.281250 Penalty: 2995.337158
	Iteration 8F: 3 clusters Score -458091.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -458494.375000 Penalty: 2995.337158
	Iteration 9F: 3 clusters Score -458494.4 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -458882.156250 Penalty: 2995.337158
	Iteration 10F: 3 clusters Score -458882.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -459228.812500 Penalty: 2995.337158
	Iteration 11Q: 3 clusters Score -459228.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -459542.625000 Penalty: 2995.337158
	Iteration 12Q: 3 clusters Score -459542.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -459842.031250 Penalty: 2995.337158
	Iteration 13Q: 3 clusters Score -459842 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -460092.437500 Penalty: 2995.337158
	Iteration 14Q: 3 clusters Score -460092.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -460258.000000 Penalty: 2995.337158
	Iteration 15Q: 3 clusters Score -460258 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -460355.875000 Penalty: 2995.337158
	Iteration 16Q: 3 clusters Score -460355.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -460414.093750 Penalty: 2995.337158
	Iteration 17Q: 3 clusters Score -460414.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -460458.187500 Penalty: 2995.337158
	Iteration 18Q: 3 clusters Score -460458.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -460486.718750 Penalty: 2995.337158
	Iteration 19Q: 3 clusters Score -460486.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -460498.625000 Penalty: 2995.337158
	Iteration 20F: 3 clusters Score -460498.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -460506.906250 Penalty: 2995.337158
	Iteration 21Q: 3 clusters Score -460506.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -460515.218750 Penalty: 2995.337158
	Iteration 22Q: 3 clusters Score -460515.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -460521.312500 Penalty: 2995.337158
	Iteration 23Q: 3 clusters Score -460521.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -460529.093750 Penalty: 2995.337158
	Iteration 24Q: 3 clusters Score -460529.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -460532.343750 Penalty: 2995.337158
	Iteration 25Q: 3 clusters Score -460532.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -460534.093750 Penalty: 2995.337158
	Iteration 26Q: 3 clusters Score -460534.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -460534.875000 Penalty: 2995.337158
	Iteration 27Q: 3 clusters Score -460534.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -460535.562500 Penalty: 2995.337158
	Iteration 28Q: 3 clusters Score -460535.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -460535.968750 Penalty: 2995.337158
	Iteration 29Q: 3 clusters Score -460536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -460536.656250 Penalty: 2995.337158
	Iteration 30Q: 3 clusters Score -460536.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -460538.093750 Penalty: 2995.337158
	Iteration 31Q: 3 clusters Score -460538.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -460538.718750 Penalty: 2995.337158
	Iteration 32Q: 3 clusters Score -460538.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -460539.718750 Penalty: 2995.337158
	Iteration 33Q: 3 clusters Score -460539.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -460540.687500 Penalty: 2995.337158
	Iteration 34Q: 3 clusters Score -460540.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -460540.218750 Penalty: 2995.337158
	Iteration 35Q: 3 clusters Score -460540.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -460540.250000 Penalty: 2995.337158
	Iteration 36Q: 3 clusters Score -460540.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -460541.031250 Penalty: 2995.337158
	Iteration 37Q: 3 clusters Score -460541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -460541.031250 Penalty: 2995.337158
	Iteration 38Q: 3 clusters Score -460541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -460541.687500 Penalty: 2995.337158
	Iteration 39Q: 3 clusters Score -460541.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -460541.750000 Penalty: 2995.337158
	Iteration 40F: 3 clusters Score -460541.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -460541.312500 Penalty: 2995.337158
	Iteration 41Q: 3 clusters Score -460541.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -460543.031250 Penalty: 2995.337158
	Iteration 42Q: 3 clusters Score -460543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -460543.000000 Penalty: 2995.337158
	Iteration 43Q: 3 clusters Score -460543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -460545.093750 Penalty: 2995.337158
	Iteration 44Q: 3 clusters Score -460545.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -460546.031250 Penalty: 2995.337158
	Iteration 45Q: 3 clusters Score -460546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -460548.656250 Penalty: 2995.337158
	Iteration 46Q: 3 clusters Score -460548.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -460548.187500 Penalty: 2995.337158
	Iteration 47Q: 3 clusters Score -460548.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -460548.187500 Penalty: 2995.337158
	Iteration 48F: 3 clusters Score -460548.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 96197 members 
Mstep: Class 3 contains 4832 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 2305 members 
Mstep: Class 6 contains 18129 members 
Mstep: Class 7 contains 9299 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99889 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 7178 members 
Mstep: Class 14 contains 8817 members 
Mstep: Class 15 contains 8572 members 
Mstep: Class 16 contains 5508 members 
Mstep: Class 17 contains 80127 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6757 members 
Mstep: Class 21 contains 196429 members 
Mstep: Class 22 contains 1710 members 
Mstep: Class 23 contains 19208 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 8216 members 
Mstep: Class 26 contains 4310 members 
Mstep: Class 27 contains 762 members 
Entering Unmasked Estep 
Score: -35934044.000000 Penalty: 59117.878906
Splitting cluster 7 changes total score from -35934220.000000 to -35934044.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (60812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60812 members 
Entering Unmasked Estep 
Score: -3258385.000000 Penalty: 1790.025635
	Iteration 0F: 2 clusters Score -3258385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -3217755.250000 Penalty: 3580.051270
	Iteration 0F: 3 clusters Score -3217755 nChanged 28802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -3234423.250000 Penalty: 3580.051270
	Iteration 1F: 3 clusters Score -3234423 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -3235110.750000 Penalty: 3580.051270
	Iteration 2Q: 3 clusters Score -3235111 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -3236102.750000 Penalty: 3580.051270
	Iteration 3Q: 3 clusters Score -3236103 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -3237771.500000 Penalty: 3580.051270
	Iteration 4F: 3 clusters Score -3237772 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -3240465.500000 Penalty: 3580.051270
	Iteration 5F: 3 clusters Score -3240466 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3244066.250000 Penalty: 3580.051270
	Iteration 6F: 3 clusters Score -3244066 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51456 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -3248132.750000 Penalty: 3580.051270
	Iteration 7F: 3 clusters Score -3248133 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -3251762.250000 Penalty: 3580.051270
	Iteration 8F: 3 clusters Score -3251762 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57919 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -3254239.000000 Penalty: 3580.051270
	Iteration 9Q: 3 clusters Score -3254239 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3255592.000000 Penalty: 3580.051270
	Iteration 10Q: 3 clusters Score -3255592 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59952 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3256188.250000 Penalty: 3580.051270
	Iteration 11Q: 3 clusters Score -3256188 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60236 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3256497.750000 Penalty: 3580.051270
	Iteration 12Q: 3 clusters Score -3256498 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3256638.500000 Penalty: 3580.051270
	Iteration 13Q: 3 clusters Score -3256638 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60425 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3256707.750000 Penalty: 3580.051270
	Iteration 14Q: 3 clusters Score -3256708 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60457 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3256762.250000 Penalty: 3580.051270
	Iteration 15Q: 3 clusters Score -3256762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60484 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3256793.000000 Penalty: 3580.051270
	Iteration 16Q: 3 clusters Score -3256793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60506 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3256813.250000 Penalty: 3580.051270
	Iteration 17Q: 3 clusters Score -3256813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60515 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3256829.250000 Penalty: 3580.051270
	Iteration 18Q: 3 clusters Score -3256829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60517 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3256836.000000 Penalty: 3580.051270
	Iteration 19Q: 3 clusters Score -3256836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3256841.500000 Penalty: 3580.051270
	Iteration 20F: 3 clusters Score -3256842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60522 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3256845.500000 Penalty: 3580.051270
	Iteration 21Q: 3 clusters Score -3256846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60525 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3256851.500000 Penalty: 3580.051270
	Iteration 22Q: 3 clusters Score -3256852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3256850.250000 Penalty: 3580.051270
	Iteration 23Q: 3 clusters Score -3256850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3256850.250000 Penalty: 3580.051270
	Iteration 24F: 3 clusters Score -3256850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Entering Unmasked Estep 
Score: -423648.656250 Penalty: 1457.984131
	Iteration 0F: 2 clusters Score -423648.7 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 3953 members 
Entering Unmasked Estep 
Score: -417763.687500 Penalty: 2915.968262
	Iteration 0F: 3 clusters Score -417763.7 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -419603.968750 Penalty: 2915.968262
	Iteration 1F: 3 clusters Score -419604 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -419806.500000 Penalty: 2915.968262
	Iteration 2F: 3 clusters Score -419806.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -419962.625000 Penalty: 2915.968262
	Iteration 3Q: 3 clusters Score -419962.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -420098.781250 Penalty: 2915.968262
	Iteration 4Q: 3 clusters Score -420098.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -420230.187500 Penalty: 2915.968262
	Iteration 5Q: 3 clusters Score -420230.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -420367.718750 Penalty: 2915.968262
	Iteration 6Q: 3 clusters Score -420367.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -420518.875000 Penalty: 2915.968262
	Iteration 7Q: 3 clusters Score -420518.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -420697.437500 Penalty: 2915.968262
	Iteration 8Q: 3 clusters Score -420697.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -420941.781250 Penalty: 2915.968262
	Iteration 9Q: 3 clusters Score -420941.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -421197.125000 Penalty: 2915.968262
	Iteration 10Q: 3 clusters Score -421197.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -421450.750000 Penalty: 2915.968262
	Iteration 11Q: 3 clusters Score -421450.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -421695.593750 Penalty: 2915.968262
	Iteration 12Q: 3 clusters Score -421695.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -421923.312500 Penalty: 2915.968262
	Iteration 13Q: 3 clusters Score -421923.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -422083.968750 Penalty: 2915.968262
	Iteration 14Q: 3 clusters Score -422084 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -422164.718750 Penalty: 2915.968262
	Iteration 15Q: 3 clusters Score -422164.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -422212.875000 Penalty: 2915.968262
	Iteration 16Q: 3 clusters Score -422212.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -422252.812500 Penalty: 2915.968262
	Iteration 17Q: 3 clusters Score -422252.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -422287.250000 Penalty: 2915.968262
	Iteration 18Q: 3 clusters Score -422287.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -422307.781250 Penalty: 2915.968262
	Iteration 19Q: 3 clusters Score -422307.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -422318.125000 Penalty: 2915.968262
	Iteration 20F: 3 clusters Score -422318.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -422326.031250 Penalty: 2915.968262
	Iteration 21Q: 3 clusters Score -422326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -422331.125000 Penalty: 2915.968262
	Iteration 22Q: 3 clusters Score -422331.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -422338.250000 Penalty: 2915.968262
	Iteration 23Q: 3 clusters Score -422338.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -422346.031250 Penalty: 2915.968262
	Iteration 24Q: 3 clusters Score -422346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -422355.593750 Penalty: 2915.968262
	Iteration 25Q: 3 clusters Score -422355.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -422361.593750 Penalty: 2915.968262
	Iteration 26Q: 3 clusters Score -422361.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -422366.906250 Penalty: 2915.968262
	Iteration 27Q: 3 clusters Score -422366.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -422370.437500 Penalty: 2915.968262
	Iteration 28Q: 3 clusters Score -422370.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -422370.437500 Penalty: 2915.968262
	Iteration 29F: 3 clusters Score -422370.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (99889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99889 members 
Entering Unmasked Estep 
Score: -5383646.500000 Penalty: 1870.669922
	Iteration 0F: 2 clusters Score -5383646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49894 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -5316770.000000 Penalty: 3741.339844
	Iteration 0F: 3 clusters Score -5316770 nChanged 47870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -5344155.000000 Penalty: 3741.339844
	Iteration 1F: 3 clusters Score -5344155 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -5344743.500000 Penalty: 3741.339844
	Iteration 2Q: 3 clusters Score -5344744 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50018 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -5345489.500000 Penalty: 3741.339844
	Iteration 3Q: 3 clusters Score -5345490 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
Score: -5346437.000000 Penalty: 3741.339844
	Iteration 4Q: 3 clusters Score -5346437 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -5347662.000000 Penalty: 3741.339844
	Iteration 5Q: 3 clusters Score -5347662 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 48429 members 
Entering Unmasked Estep 
Score: -5349140.000000 Penalty: 3741.339844
	Iteration 6Q: 3 clusters Score -5349140 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52123 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -5350930 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -5353056.000000 Penalty: 3741.339844
	Iteration 8Q: 3 clusters Score -5353056 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53607 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -5355636.500000 Penalty: 3741.339844
	Iteration 9F: 3 clusters Score -5355636 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -5358591.000000 Penalty: 3741.339844
	Iteration 10F: 3 clusters Score -5358591 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55082 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -5361942.000000 Penalty: 3741.339844
	Iteration 11F: 3 clusters Score -5361942 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -5364821.500000 Penalty: 3741.339844
	Iteration 12Q: 3 clusters Score -5364822 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56616 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -5366597.500000 Penalty: 3741.339844
	Iteration 13Q: 3 clusters Score -5366598 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -5367437.500000 Penalty: 3741.339844
	Iteration 14Q: 3 clusters Score -5367438 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -5367841.500000 Penalty: 3741.339844
	Iteration 15Q: 3 clusters Score -5367842 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59045 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -5368188.500000 Penalty: 3741.339844
	Iteration 16Q: 3 clusters Score -5368188 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59980 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -5368490.500000 Penalty: 3741.339844
	Iteration 17Q: 3 clusters Score -5368490 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61002 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -5368813.500000 Penalty: 3741.339844
	Iteration 18Q: 3 clusters Score -5368814 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62079 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -5369102.500000 Penalty: 3741.339844
	Iteration 19Q: 3 clusters Score -5369102 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63212 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -5369441.000000 Penalty: 3741.339844
	Iteration 20F: 3 clusters Score -5369441 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64384 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -5369866.000000 Penalty: 3741.339844
	Iteration 21Q: 3 clusters Score -5369866 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65602 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -5370274.500000 Penalty: 3741.339844
	Iteration 22Q: 3 clusters Score -5370274 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66894 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -5370722.500000 Penalty: 3741.339844
	Iteration 23Q: 3 clusters Score -5370722 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68264 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -5371229.500000 Penalty: 3741.339844
	Iteration 24Q: 3 clusters Score -5371230 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69680 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -5371781.500000 Penalty: 3741.339844
	Iteration 25Q: 3 clusters Score -5371782 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71081 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -5372281.500000 Penalty: 3741.339844
	Iteration 26Q: 3 clusters Score -5372282 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72418 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -5372770.500000 Penalty: 3741.339844
	Iteration 27Q: 3 clusters Score -5372770 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73813 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -5373282.000000 Penalty: 3741.339844
	Iteration 28Q: 3 clusters Score -5373282 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75233 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -5373770.500000 Penalty: 3741.339844
	Iteration 29Q: 3 clusters Score -5373770 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76560 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -5374293.000000 Penalty: 3741.339844
	Iteration 30Q: 3 clusters Score -5374293 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77886 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -5374714.500000 Penalty: 3741.339844
	Iteration 31Q: 3 clusters Score -5374714 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79231 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -5375151.500000 Penalty: 3741.339844
	Iteration 32Q: 3 clusters Score -5375152 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80570 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -5375610.000000 Penalty: 3741.339844
	Iteration 33Q: 3 clusters Score -5375610 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81894 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -5376096.500000 Penalty: 3741.339844
	Iteration 34Q: 3 clusters Score -5376096 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83209 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -5376586.500000 Penalty: 3741.339844
	Iteration 35Q: 3 clusters Score -5376586 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84527 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -5377084.500000 Penalty: 3741.339844
	Iteration 36Q: 3 clusters Score -5377084 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85784 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -5377559.000000 Penalty: 3741.339844
	Iteration 37Q: 3 clusters Score -5377559 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87074 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -5378052.500000 Penalty: 3741.339844
	Iteration 38Q: 3 clusters Score -5378052 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88265 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -5378555.000000 Penalty: 3741.339844
	Iteration 39Q: 3 clusters Score -5378555 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89370 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -5378980.000000 Penalty: 3741.339844
	Iteration 40F: 3 clusters Score -5378980 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90415 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -5379412.500000 Penalty: 3741.339844
	Iteration 41Q: 3 clusters Score -5379412 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91367 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -5379768.000000 Penalty: 3741.339844
	Iteration 42Q: 3 clusters Score -5379768 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92192 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -5380097.500000 Penalty: 3741.339844
	Iteration 43Q: 3 clusters Score -5380098 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92931 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -5380379.000000 Penalty: 3741.339844
	Iteration 44Q: 3 clusters Score -5380379 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93603 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -5380621.500000 Penalty: 3741.339844
	Iteration 45Q: 3 clusters Score -5380622 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94194 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -5380832.000000 Penalty: 3741.339844
	Iteration 46Q: 3 clusters Score -5380832 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94764 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -5381003.000000 Penalty: 3741.339844
	Iteration 47Q: 3 clusters Score -5381003 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95251 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -5381150.500000 Penalty: 3741.339844
	Iteration 48Q: 3 clusters Score -5381150 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95681 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -5381347.500000 Penalty: 3741.339844
	Iteration 49Q: 3 clusters Score -5381348 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96081 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -5381496.000000 Penalty: 3741.339844
	Iteration 50Q: 3 clusters Score -5381496 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96450 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -5381626.500000 Penalty: 3741.339844
	Iteration 51Q: 3 clusters Score -5381626 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96761 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -5381745.000000 Penalty: 3741.339844
	Iteration 52Q: 3 clusters Score -5381745 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97006 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -5381815.000000 Penalty: 3741.339844
	Iteration 53Q: 3 clusters Score -5381815 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97203 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -5381856.000000 Penalty: 3741.339844
	Iteration 54Q: 3 clusters Score -5381856 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97382 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -5381918.000000 Penalty: 3741.339844
	Iteration 55Q: 3 clusters Score -5381918 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97527 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -5381955.500000 Penalty: 3741.339844
	Iteration 56Q: 3 clusters Score -5381956 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97659 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -5381994.000000 Penalty: 3741.339844
	Iteration 57Q: 3 clusters Score -5381994 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97783 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -5382017.500000 Penalty: 3741.339844
	Iteration 58Q: 3 clusters Score -5382018 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97884 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -5382035.500000 Penalty: 3741.339844
	Iteration 59Q: 3 clusters Score -5382036 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97974 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5382059.500000 Penalty: 3741.339844
	Iteration 60F: 3 clusters Score -5382060 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98053 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5382070.000000 Penalty: 3741.339844
	Iteration 61Q: 3 clusters Score -5382070 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98117 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5382082.000000 Penalty: 3741.339844
	Iteration 62Q: 3 clusters Score -5382082 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98172 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5382098.000000 Penalty: 3741.339844
	Iteration 63Q: 3 clusters Score -5382098 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98238 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5382124.500000 Penalty: 3741.339844
	Iteration 64Q: 3 clusters Score -5382124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98299 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5382146.500000 Penalty: 3741.339844
	Iteration 65Q: 3 clusters Score -5382146 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98342 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -5382163.500000 Penalty: 3741.339844
	Iteration 66Q: 3 clusters Score -5382164 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98378 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5382181.000000 Penalty: 3741.339844
	Iteration 67Q: 3 clusters Score -5382181 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98414 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5382205.500000 Penalty: 3741.339844
	Iteration 68Q: 3 clusters Score -5382206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98456 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5382210.500000 Penalty: 3741.339844
	Iteration 69Q: 3 clusters Score -5382210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98491 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5382210.000000 Penalty: 3741.339844
	Iteration 70Q: 3 clusters Score -5382210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98509 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5382220.000000 Penalty: 3741.339844
	Iteration 71Q: 3 clusters Score -5382220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98532 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -5382218.000000 Penalty: 3741.339844
	Iteration 72Q: 3 clusters Score -5382218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98552 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5382223.500000 Penalty: 3741.339844
	Iteration 73Q: 3 clusters Score -5382224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98569 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5382226.000000 Penalty: 3741.339844
	Iteration 74Q: 3 clusters Score -5382226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98583 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5382232.000000 Penalty: 3741.339844
	Iteration 75Q: 3 clusters Score -5382232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98595 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5382231.500000 Penalty: 3741.339844
	Iteration 76Q: 3 clusters Score -5382232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98611 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5382242.000000 Penalty: 3741.339844
	Iteration 77Q: 3 clusters Score -5382242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98626 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5382243.000000 Penalty: 3741.339844
	Iteration 78Q: 3 clusters Score -5382243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98640 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5382235.500000 Penalty: 3741.339844
	Iteration 79Q: 3 clusters Score -5382236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98653 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5382246.500000 Penalty: 3741.339844
	Iteration 80F: 3 clusters Score -5382246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98661 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5382248.000000 Penalty: 3741.339844
	Iteration 81Q: 3 clusters Score -5382248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98668 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5382251.000000 Penalty: 3741.339844
	Iteration 82Q: 3 clusters Score -5382251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98679 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5382257.500000 Penalty: 3741.339844
	Iteration 83Q: 3 clusters Score -5382258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98694 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5382270.500000 Penalty: 3741.339844
	Iteration 84Q: 3 clusters Score -5382270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98705 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5382281.500000 Penalty: 3741.339844
	Iteration 85Q: 3 clusters Score -5382282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98711 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5382283.000000 Penalty: 3741.339844
	Iteration 86Q: 3 clusters Score -5382283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98722 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5382292.500000 Penalty: 3741.339844
	Iteration 87Q: 3 clusters Score -5382292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98728 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5382295.500000 Penalty: 3741.339844
	Iteration 88Q: 3 clusters Score -5382296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98735 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5382293.000000 Penalty: 3741.339844
	Iteration 89Q: 3 clusters Score -5382293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98744 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5382296.000000 Penalty: 3741.339844
	Iteration 90Q: 3 clusters Score -5382296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98753 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5382307.000000 Penalty: 3741.339844
	Iteration 91Q: 3 clusters Score -5382307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98764 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5382308.500000 Penalty: 3741.339844
	Iteration 92Q: 3 clusters Score -5382308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98774 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5382307.500000 Penalty: 3741.339844
	Iteration 93Q: 3 clusters Score -5382308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98781 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5382301.500000 Penalty: 3741.339844
	Iteration 94Q: 3 clusters Score -5382302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98785 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5382305.000000 Penalty: 3741.339844
	Iteration 95Q: 3 clusters Score -5382305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98794 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5382318.500000 Penalty: 3741.339844
	Iteration 96Q: 3 clusters Score -5382318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98799 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5382317.500000 Penalty: 3741.339844
	Iteration 97Q: 3 clusters Score -5382318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98804 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5382321.500000 Penalty: 3741.339844
	Iteration 98Q: 3 clusters Score -5382322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98808 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5382321.000000 Penalty: 3741.339844
	Iteration 99Q: 3 clusters Score -5382321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5382329.500000 Penalty: 3741.339844
	Iteration 100F: 3 clusters Score -5382330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98812 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5382332.500000 Penalty: 3741.339844
	Iteration 101Q: 3 clusters Score -5382332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5382327.000000 Penalty: 3741.339844
	Iteration 102Q: 3 clusters Score -5382327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5382327.000000 Penalty: 3741.339844
	Iteration 103F: 3 clusters Score -5382327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Entering Unmasked Estep 
Score: -1475469.000000 Penalty: 1665.587402
	Iteration 0F: 2 clusters Score -1475469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1456430.000000 Penalty: 3331.174805
	Iteration 0F: 3 clusters Score -1456430 nChanged 13040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1463723.000000 Penalty: 3331.174805
	Iteration 1F: 3 clusters Score -1463723 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1464264.125000 Penalty: 3331.174805
	Iteration 2F: 3 clusters Score -1464264 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -1465029.625000 Penalty: 3331.174805
	Iteration 3F: 3 clusters Score -1465030 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -1466271.500000 Penalty: 3331.174805
	Iteration 4F: 3 clusters Score -1466272 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -1468026.125000 Penalty: 3331.174805
	Iteration 5F: 3 clusters Score -1468026 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -1470238.875000 Penalty: 3331.174805
	Iteration 6F: 3 clusters Score -1470239 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -1472138.250000 Penalty: 3331.174805
	Iteration 7F: 3 clusters Score -1472138 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -1473253.625000 Penalty: 3331.174805
	Iteration 8F: 3 clusters Score -1473254 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -1473766.250000 Penalty: 3331.174805
	Iteration 9Q: 3 clusters Score -1473766 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -1473989.750000 Penalty: 3331.174805
	Iteration 10Q: 3 clusters Score -1473990 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -1474127.375000 Penalty: 3331.174805
	Iteration 11Q: 3 clusters Score -1474127 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -1474230.625000 Penalty: 3331.174805
	Iteration 12Q: 3 clusters Score -1474231 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -1474302.375000 Penalty: 3331.174805
	Iteration 13Q: 3 clusters Score -1474302 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -1474347.750000 Penalty: 3331.174805
	Iteration 14Q: 3 clusters Score -1474348 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -1474378.000000 Penalty: 3331.174805
	Iteration 15Q: 3 clusters Score -1474378 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -1474398.250000 Penalty: 3331.174805
	Iteration 16Q: 3 clusters Score -1474398 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -1474419.500000 Penalty: 3331.174805
	Iteration 17Q: 3 clusters Score -1474420 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -1474432.250000 Penalty: 3331.174805
	Iteration 18Q: 3 clusters Score -1474432 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -1474448.000000 Penalty: 3331.174805
	Iteration 19Q: 3 clusters Score -1474448 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -1474462.625000 Penalty: 3331.174805
	Iteration 20F: 3 clusters Score -1474463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -1474464.250000 Penalty: 3331.174805
	Iteration 21Q: 3 clusters Score -1474464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -1474473.250000 Penalty: 3331.174805
	Iteration 22Q: 3 clusters Score -1474473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -1474473.250000 Penalty: 3331.174805
	Iteration 23Q: 3 clusters Score -1474473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -1474476.000000 Penalty: 3331.174805
	Iteration 24Q: 3 clusters Score -1474476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -1474481.000000 Penalty: 3331.174805
	Iteration 25Q: 3 clusters Score -1474481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -1474482.875000 Penalty: 3331.174805
	Iteration 26Q: 3 clusters Score -1474483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -1474483.625000 Penalty: 3331.174805
	Iteration 27Q: 3 clusters Score -1474484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -1474487.625000 Penalty: 3331.174805
	Iteration 28Q: 3 clusters Score -1474488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -1474484.750000 Penalty: 3331.174805
	Iteration 29Q: 3 clusters Score -1474485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -1474484.125000 Penalty: 3331.174805
	Iteration 30Q: 3 clusters Score -1474484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -1474485.375000 Penalty: 3331.174805
	Iteration 31Q: 3 clusters Score -1474485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -1474485.625000 Penalty: 3331.174805
	Iteration 32Q: 3 clusters Score -1474486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -1474488.125000 Penalty: 3331.174805
	Iteration 33Q: 3 clusters Score -1474488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -1474487.375000 Penalty: 3331.174805
	Iteration 34Q: 3 clusters Score -1474487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -1474484.750000 Penalty: 3331.174805
	Iteration 35Q: 3 clusters Score -1474485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -1474485.000000 Penalty: 3331.174805
	Iteration 36Q: 3 clusters Score -1474485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -1474484.250000 Penalty: 3331.174805
	Iteration 37Q: 3 clusters Score -1474484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -1474483.625000 Penalty: 3331.174805
	Iteration 38Q: 3 clusters Score -1474484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -1474482.750000 Penalty: 3331.174805
	Iteration 39Q: 3 clusters Score -1474483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -1474483.250000 Penalty: 3331.174805
	Iteration 40F: 3 clusters Score -1474483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -1474482.125000 Penalty: 3331.174805
	Iteration 41Q: 3 clusters Score -1474482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -1474484.250000 Penalty: 3331.174805
	Iteration 42Q: 3 clusters Score -1474484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -1474483.375000 Penalty: 3331.174805
	Iteration 43Q: 3 clusters Score -1474483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -1474483.375000 Penalty: 3331.174805
	Iteration 44F: 3 clusters Score -1474483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Entering Unmasked Estep 
Score: -125025.687500 Penalty: 1318.431763
	Iteration 0F: 2 clusters Score -125025.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -122093.695312 Penalty: 2636.863525
	Iteration 0F: 3 clusters Score -122093.7 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -123099.890625 Penalty: 2636.863525
	Iteration 1F: 3 clusters Score -123099.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -123442.171875 Penalty: 2636.863525
	Iteration 2F: 3 clusters Score -123442.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -123666.695312 Penalty: 2636.863525
	Iteration 3F: 3 clusters Score -123666.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -123882.390625 Penalty: 2636.863525
	Iteration 4F: 3 clusters Score -123882.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -124064.062500 Penalty: 2636.863525
	Iteration 5F: 3 clusters Score -124064.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -124247.664062 Penalty: 2636.863525
	Iteration 6Q: 3 clusters Score -124247.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -124381.890625 Penalty: 2636.863525
	Iteration 7Q: 3 clusters Score -124381.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -124452.250000 Penalty: 2636.863525
	Iteration 8Q: 3 clusters Score -124452.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -124495.476562 Penalty: 2636.863525
	Iteration 9Q: 3 clusters Score -124495.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -124514.906250 Penalty: 2636.863525
	Iteration 10Q: 3 clusters Score -124514.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -124527.335938 Penalty: 2636.863525
	Iteration 11Q: 3 clusters Score -124527.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -124537.093750 Penalty: 2636.863525
	Iteration 12Q: 3 clusters Score -124537.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -124550.539062 Penalty: 2636.863525
	Iteration 13Q: 3 clusters Score -124550.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -124558.421875 Penalty: 2636.863525
	Iteration 14Q: 3 clusters Score -124558.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -124561.820312 Penalty: 2636.863525
	Iteration 15Q: 3 clusters Score -124561.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -124564.046875 Penalty: 2636.863525
	Iteration 16Q: 3 clusters Score -124564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -124565.531250 Penalty: 2636.863525
	Iteration 17Q: 3 clusters Score -124565.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -124565.312500 Penalty: 2636.863525
	Iteration 18Q: 3 clusters Score -124565.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -124565.312500 Penalty: 2636.863525
	Iteration 19F: 3 clusters Score -124565.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Entering Unmasked Estep 
Score: -364008.718750 Penalty: 1442.801147
	Iteration 0F: 2 clusters Score -364008.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -358617.406250 Penalty: 2885.602295
	Iteration 0F: 3 clusters Score -358617.4 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -360234.718750 Penalty: 2885.602295
	Iteration 1F: 3 clusters Score -360234.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -360469.125000 Penalty: 2885.602295
	Iteration 2F: 3 clusters Score -360469.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -360650.125000 Penalty: 2885.602295
	Iteration 3F: 3 clusters Score -360650.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -360841.500000 Penalty: 2885.602295
	Iteration 4F: 3 clusters Score -360841.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -361029.750000 Penalty: 2885.602295
	Iteration 5Q: 3 clusters Score -361029.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -361241.062500 Penalty: 2885.602295
	Iteration 6Q: 3 clusters Score -361241.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -361500.718750 Penalty: 2885.602295
	Iteration 7F: 3 clusters Score -361500.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -361798.937500 Penalty: 2885.602295
	Iteration 8F: 3 clusters Score -361798.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -362059.218750 Penalty: 2885.602295
	Iteration 9F: 3 clusters Score -362059.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -362282.812500 Penalty: 2885.602295
	Iteration 10Q: 3 clusters Score -362282.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -362467.531250 Penalty: 2885.602295
	Iteration 11Q: 3 clusters Score -362467.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -362620.156250 Penalty: 2885.602295
	Iteration 12Q: 3 clusters Score -362620.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -362718.375000 Penalty: 2885.602295
	Iteration 13Q: 3 clusters Score -362718.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -362790.312500 Penalty: 2885.602295
	Iteration 14Q: 3 clusters Score -362790.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -362852.656250 Penalty: 2885.602295
	Iteration 15Q: 3 clusters Score -362852.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -362887.937500 Penalty: 2885.602295
	Iteration 16Q: 3 clusters Score -362887.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -362922.500000 Penalty: 2885.602295
	Iteration 17Q: 3 clusters Score -362922.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -362943.000000 Penalty: 2885.602295
	Iteration 18Q: 3 clusters Score -362943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -362961.031250 Penalty: 2885.602295
	Iteration 19Q: 3 clusters Score -362961 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -362976.562500 Penalty: 2885.602295
	Iteration 20F: 3 clusters Score -362976.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -362985.906250 Penalty: 2885.602295
	Iteration 21Q: 3 clusters Score -362985.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -362990.218750 Penalty: 2885.602295
	Iteration 22Q: 3 clusters Score -362990.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -362997.187500 Penalty: 2885.602295
	Iteration 23Q: 3 clusters Score -362997.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -363000.812500 Penalty: 2885.602295
	Iteration 24Q: 3 clusters Score -363000.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -363003.625000 Penalty: 2885.602295
	Iteration 25Q: 3 clusters Score -363003.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -363005.531250 Penalty: 2885.602295
	Iteration 26Q: 3 clusters Score -363005.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -363005.187500 Penalty: 2885.602295
	Iteration 27Q: 3 clusters Score -363005.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -363007.593750 Penalty: 2885.602295
	Iteration 28Q: 3 clusters Score -363007.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -363009.375000 Penalty: 2885.602295
	Iteration 29Q: 3 clusters Score -363009.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -363010.281250 Penalty: 2885.602295
	Iteration 30Q: 3 clusters Score -363010.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -363011.187500 Penalty: 2885.602295
	Iteration 31Q: 3 clusters Score -363011.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -363012.000000 Penalty: 2885.602295
	Iteration 32Q: 3 clusters Score -363012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -363013.406250 Penalty: 2885.602295
	Iteration 33Q: 3 clusters Score -363013.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -363013.406250 Penalty: 2885.602295
	Iteration 34F: 3 clusters Score -363013.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Entering Unmasked Estep 
Score: -441832.031250 Penalty: 1476.221069
	Iteration 0F: 2 clusters Score -441832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -435508.562500 Penalty: 2952.442139
	Iteration 0F: 3 clusters Score -435508.6 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -437798.406250 Penalty: 2952.442139
	Iteration 1F: 3 clusters Score -437798.4 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -438581.093750 Penalty: 2952.442139
	Iteration 2F: 3 clusters Score -438581.1 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -439435.687500 Penalty: 2952.442139
	Iteration 3F: 3 clusters Score -439435.7 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -440179.468750 Penalty: 2952.442139
	Iteration 4F: 3 clusters Score -440179.5 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -440617.437500 Penalty: 2952.442139
	Iteration 5F: 3 clusters Score -440617.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -440857.562500 Penalty: 2952.442139
	Iteration 6Q: 3 clusters Score -440857.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -440970.968750 Penalty: 2952.442139
	Iteration 7Q: 3 clusters Score -440971 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -441048.531250 Penalty: 2952.442139
	Iteration 8Q: 3 clusters Score -441048.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -441118.750000 Penalty: 2952.442139
	Iteration 9Q: 3 clusters Score -441118.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -441174.656250 Penalty: 2952.442139
	Iteration 10Q: 3 clusters Score -441174.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -441233.375000 Penalty: 2952.442139
	Iteration 11Q: 3 clusters Score -441233.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -441280.281250 Penalty: 2952.442139
	Iteration 12Q: 3 clusters Score -441280.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -441318.468750 Penalty: 2952.442139
	Iteration 13Q: 3 clusters Score -441318.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -441346.906250 Penalty: 2952.442139
	Iteration 14Q: 3 clusters Score -441346.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -441375.531250 Penalty: 2952.442139
	Iteration 15Q: 3 clusters Score -441375.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -441396.406250 Penalty: 2952.442139
	Iteration 16Q: 3 clusters Score -441396.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -441416.031250 Penalty: 2952.442139
	Iteration 17Q: 3 clusters Score -441416 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -441435.281250 Penalty: 2952.442139
	Iteration 18Q: 3 clusters Score -441435.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -441444.750000 Penalty: 2952.442139
	Iteration 19Q: 3 clusters Score -441444.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -441453.937500 Penalty: 2952.442139
	Iteration 20F: 3 clusters Score -441453.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -441460.125000 Penalty: 2952.442139
	Iteration 21Q: 3 clusters Score -441460.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -441465.156250 Penalty: 2952.442139
	Iteration 22Q: 3 clusters Score -441465.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -441470.906250 Penalty: 2952.442139
	Iteration 23Q: 3 clusters Score -441470.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -441480.281250 Penalty: 2952.442139
	Iteration 24Q: 3 clusters Score -441480.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -441490.562500 Penalty: 2952.442139
	Iteration 25Q: 3 clusters Score -441490.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -441497.406250 Penalty: 2952.442139
	Iteration 26Q: 3 clusters Score -441497.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -441502.187500 Penalty: 2952.442139
	Iteration 27Q: 3 clusters Score -441502.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -441504.187500 Penalty: 2952.442139
	Iteration 28Q: 3 clusters Score -441504.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -441505.343750 Penalty: 2952.442139
	Iteration 29Q: 3 clusters Score -441505.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -441506.312500 Penalty: 2952.442139
	Iteration 30Q: 3 clusters Score -441506.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -441507.312500 Penalty: 2952.442139
	Iteration 31Q: 3 clusters Score -441507.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -441509.281250 Penalty: 2952.442139
	Iteration 32Q: 3 clusters Score -441509.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -441510.437500 Penalty: 2952.442139
	Iteration 33Q: 3 clusters Score -441510.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -441510.437500 Penalty: 2952.442139
	Iteration 34F: 3 clusters Score -441510.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Entering Unmasked Estep 
Score: -419038.718750 Penalty: 1471.641602
	Iteration 0F: 2 clusters Score -419038.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -412800.906250 Penalty: 2943.283203
	Iteration 0F: 3 clusters Score -412800.9 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -414780.281250 Penalty: 2943.283203
	Iteration 1F: 3 clusters Score -414780.3 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -415025.468750 Penalty: 2943.283203
	Iteration 2F: 3 clusters Score -415025.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -415246.218750 Penalty: 2943.283203
	Iteration 3F: 3 clusters Score -415246.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -415441.812500 Penalty: 2943.283203
	Iteration 4Q: 3 clusters Score -415441.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -415641.125000 Penalty: 2943.283203
	Iteration 5Q: 3 clusters Score -415641.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -415813.406250 Penalty: 2943.283203
	Iteration 6Q: 3 clusters Score -415813.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -415981.000000 Penalty: 2943.283203
	Iteration 7Q: 3 clusters Score -415981 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -416160.406250 Penalty: 2943.283203
	Iteration 8Q: 3 clusters Score -416160.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -416405.437500 Penalty: 2943.283203
	Iteration 9Q: 3 clusters Score -416405.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -416711.062500 Penalty: 2943.283203
	Iteration 10Q: 3 clusters Score -416711.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -417015.531250 Penalty: 2943.283203
	Iteration 11Q: 3 clusters Score -417015.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -417295.156250 Penalty: 2943.283203
	Iteration 12Q: 3 clusters Score -417295.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -417466.843750 Penalty: 2943.283203
	Iteration 13Q: 3 clusters Score -417466.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -417562.062500 Penalty: 2943.283203
	Iteration 14Q: 3 clusters Score -417562.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -417612.968750 Penalty: 2943.283203
	Iteration 15Q: 3 clusters Score -417613 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -417647.343750 Penalty: 2943.283203
	Iteration 16Q: 3 clusters Score -417647.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -417671.437500 Penalty: 2943.283203
	Iteration 17Q: 3 clusters Score -417671.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -417684.781250 Penalty: 2943.283203
	Iteration 18Q: 3 clusters Score -417684.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -417701.281250 Penalty: 2943.283203
	Iteration 19Q: 3 clusters Score -417701.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -417712.343750 Penalty: 2943.283203
	Iteration 20F: 3 clusters Score -417712.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -417728.250000 Penalty: 2943.283203
	Iteration 21Q: 3 clusters Score -417728.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -417749.031250 Penalty: 2943.283203
	Iteration 22Q: 3 clusters Score -417749 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -417771.375000 Penalty: 2943.283203
	Iteration 23Q: 3 clusters Score -417771.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -417795.156250 Penalty: 2943.283203
	Iteration 24Q: 3 clusters Score -417795.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -417823.281250 Penalty: 2943.283203
	Iteration 25Q: 3 clusters Score -417823.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -417855.375000 Penalty: 2943.283203
	Iteration 26Q: 3 clusters Score -417855.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -417886.093750 Penalty: 2943.283203
	Iteration 27Q: 3 clusters Score -417886.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -417915.125000 Penalty: 2943.283203
	Iteration 28Q: 3 clusters Score -417915.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -417946.281250 Penalty: 2943.283203
	Iteration 29Q: 3 clusters Score -417946.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -417981.531250 Penalty: 2943.283203
	Iteration 30Q: 3 clusters Score -417981.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -418024.531250 Penalty: 2943.283203
	Iteration 31Q: 3 clusters Score -418024.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -418079.093750 Penalty: 2943.283203
	Iteration 32Q: 3 clusters Score -418079.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -418136.968750 Penalty: 2943.283203
	Iteration 33Q: 3 clusters Score -418137 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -418194.750000 Penalty: 2943.283203
	Iteration 34Q: 3 clusters Score -418194.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -418253.906250 Penalty: 2943.283203
	Iteration 35Q: 3 clusters Score -418253.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -418303.343750 Penalty: 2943.283203
	Iteration 36Q: 3 clusters Score -418303.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -418340.156250 Penalty: 2943.283203
	Iteration 37Q: 3 clusters Score -418340.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -418373.687500 Penalty: 2943.283203
	Iteration 38Q: 3 clusters Score -418373.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -418399.593750 Penalty: 2943.283203
	Iteration 39Q: 3 clusters Score -418399.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -418416.281250 Penalty: 2943.283203
	Iteration 40F: 3 clusters Score -418416.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -418436.062500 Penalty: 2943.283203
	Iteration 41Q: 3 clusters Score -418436.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -418467.031250 Penalty: 2943.283203
	Iteration 42Q: 3 clusters Score -418467 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -418501.093750 Penalty: 2943.283203
	Iteration 43Q: 3 clusters Score -418501.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -418534.406250 Penalty: 2943.283203
	Iteration 44Q: 3 clusters Score -418534.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -418561.031250 Penalty: 2943.283203
	Iteration 45Q: 3 clusters Score -418561 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -418576.656250 Penalty: 2943.283203
	Iteration 46Q: 3 clusters Score -418576.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -418589.656250 Penalty: 2943.283203
	Iteration 47Q: 3 clusters Score -418589.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -418595.875000 Penalty: 2943.283203
	Iteration 48Q: 3 clusters Score -418595.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -418602.093750 Penalty: 2943.283203
	Iteration 49Q: 3 clusters Score -418602.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -418609.531250 Penalty: 2943.283203
	Iteration 50Q: 3 clusters Score -418609.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -418613.875000 Penalty: 2943.283203
	Iteration 51Q: 3 clusters Score -418613.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -418617.812500 Penalty: 2943.283203
	Iteration 52Q: 3 clusters Score -418617.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -418621.656250 Penalty: 2943.283203
	Iteration 53Q: 3 clusters Score -418621.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -418623.125000 Penalty: 2943.283203
	Iteration 54Q: 3 clusters Score -418623.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -418624.562500 Penalty: 2943.283203
	Iteration 55Q: 3 clusters Score -418624.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -418626.218750 Penalty: 2943.283203
	Iteration 56Q: 3 clusters Score -418626.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -418626.812500 Penalty: 2943.283203
	Iteration 57Q: 3 clusters Score -418626.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -418627.906250 Penalty: 2943.283203
	Iteration 58Q: 3 clusters Score -418627.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -418628.468750 Penalty: 2943.283203
	Iteration 59Q: 3 clusters Score -418628.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -418628.250000 Penalty: 2943.283203
	Iteration 60F: 3 clusters Score -418628.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Entering Unmasked Estep 
Score: -293734.031250 Penalty: 1399.767944
	Iteration 0F: 2 clusters Score -293734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -289411.281250 Penalty: 2799.535889
	Iteration 0F: 3 clusters Score -289411.3 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -290607.812500 Penalty: 2799.535889
	Iteration 1F: 3 clusters Score -290607.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -290780.562500 Penalty: 2799.535889
	Iteration 2F: 3 clusters Score -290780.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -290890.375000 Penalty: 2799.535889
	Iteration 3Q: 3 clusters Score -290890.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -290977.531250 Penalty: 2799.535889
	Iteration 4Q: 3 clusters Score -290977.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -291036.968750 Penalty: 2799.535889
	Iteration 5Q: 3 clusters Score -291037 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -291082.812500 Penalty: 2799.535889
	Iteration 6Q: 3 clusters Score -291082.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -291117.250000 Penalty: 2799.535889
	Iteration 7Q: 3 clusters Score -291117.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -291139.750000 Penalty: 2799.535889
	Iteration 8Q: 3 clusters Score -291139.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -291158.281250 Penalty: 2799.535889
	Iteration 9Q: 3 clusters Score -291158.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -291173.656250 Penalty: 2799.535889
	Iteration 10Q: 3 clusters Score -291173.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -291190.656250 Penalty: 2799.535889
	Iteration 11Q: 3 clusters Score -291190.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -291208.687500 Penalty: 2799.535889
	Iteration 12Q: 3 clusters Score -291208.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -291224.500000 Penalty: 2799.535889
	Iteration 13Q: 3 clusters Score -291224.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -291243.593750 Penalty: 2799.535889
	Iteration 14Q: 3 clusters Score -291243.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -291263.093750 Penalty: 2799.535889
	Iteration 15Q: 3 clusters Score -291263.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -291286.062500 Penalty: 2799.535889
	Iteration 16Q: 3 clusters Score -291286.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -291314.843750 Penalty: 2799.535889
	Iteration 17Q: 3 clusters Score -291314.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -291342.656250 Penalty: 2799.535889
	Iteration 18Q: 3 clusters Score -291342.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -291373.437500 Penalty: 2799.535889
	Iteration 19Q: 3 clusters Score -291373.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -291426.781250 Penalty: 2799.535889
	Iteration 20F: 3 clusters Score -291426.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -291504.343750 Penalty: 2799.535889
	Iteration 21Q: 3 clusters Score -291504.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -291616.500000 Penalty: 2799.535889
	Iteration 22Q: 3 clusters Score -291616.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -291771.156250 Penalty: 2799.535889
	Iteration 23Q: 3 clusters Score -291771.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -291936.031250 Penalty: 2799.535889
	Iteration 24Q: 3 clusters Score -291936 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -292075.906250 Penalty: 2799.535889
	Iteration 25Q: 3 clusters Score -292075.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -292199.781250 Penalty: 2799.535889
	Iteration 26Q: 3 clusters Score -292199.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -292306.125000 Penalty: 2799.535889
	Iteration 27Q: 3 clusters Score -292306.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -292397.718750 Penalty: 2799.535889
	Iteration 28Q: 3 clusters Score -292397.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -292449.343750 Penalty: 2799.535889
	Iteration 29Q: 3 clusters Score -292449.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -292486.718750 Penalty: 2799.535889
	Iteration 30Q: 3 clusters Score -292486.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -292516.437500 Penalty: 2799.535889
	Iteration 31Q: 3 clusters Score -292516.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -292537.531250 Penalty: 2799.535889
	Iteration 32Q: 3 clusters Score -292537.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -292551.500000 Penalty: 2799.535889
	Iteration 33Q: 3 clusters Score -292551.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -292556.312500 Penalty: 2799.535889
	Iteration 34Q: 3 clusters Score -292556.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -292557.812500 Penalty: 2799.535889
	Iteration 35Q: 3 clusters Score -292557.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -292559.531250 Penalty: 2799.535889
	Iteration 36Q: 3 clusters Score -292559.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -292563.125000 Penalty: 2799.535889
	Iteration 37Q: 3 clusters Score -292563.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -292569.968750 Penalty: 2799.535889
	Iteration 38Q: 3 clusters Score -292570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -292573.125000 Penalty: 2799.535889
	Iteration 39Q: 3 clusters Score -292573.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -292575.000000 Penalty: 2799.535889
	Iteration 40F: 3 clusters Score -292575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -292576.781250 Penalty: 2799.535889
	Iteration 41Q: 3 clusters Score -292576.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -292576.812500 Penalty: 2799.535889
	Iteration 42Q: 3 clusters Score -292576.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -292576.812500 Penalty: 2799.535889
	Iteration 43F: 3 clusters Score -292576.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (80127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80127 members 
Entering Unmasked Estep 
Score: -4288125.500000 Penalty: 1834.847412
	Iteration 0F: 2 clusters Score -4288126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -4234662.000000 Penalty: 3669.694824
	Iteration 0F: 3 clusters Score -4234662 nChanged 38044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -4256544.000000 Penalty: 3669.694824
	Iteration 1F: 3 clusters Score -4256544 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -4257568.000000 Penalty: 3669.694824
	Iteration 2Q: 3 clusters Score -4257568 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -4259212.000000 Penalty: 3669.694824
	Iteration 3Q: 3 clusters Score -4259212 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -4261879.000000 Penalty: 3669.694824
	Iteration 4F: 3 clusters Score -4261879 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52648 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -4265888.500000 Penalty: 3669.694824
	Iteration 5F: 3 clusters Score -4265888 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57485 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -4270880.000000 Penalty: 3669.694824
	Iteration 6F: 3 clusters Score -4270880 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62013 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -4275682.500000 Penalty: 3669.694824
	Iteration 7F: 3 clusters Score -4275682 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65518 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -4279374.000000 Penalty: 3669.694824
	Iteration 8F: 3 clusters Score -4279374 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67995 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -4281795.000000 Penalty: 3669.694824
	Iteration 9Q: 3 clusters Score -4281795 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69780 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -4283393.500000 Penalty: 3669.694824
	Iteration 10Q: 3 clusters Score -4283394 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71101 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -4284413.500000 Penalty: 3669.694824
	Iteration 11Q: 3 clusters Score -4284414 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72147 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -4285162.500000 Penalty: 3669.694824
	Iteration 12Q: 3 clusters Score -4285162 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73036 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -4285694.500000 Penalty: 3669.694824
	Iteration 13Q: 3 clusters Score -4285694 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73753 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -4286065.000000 Penalty: 3669.694824
	Iteration 14Q: 3 clusters Score -4286065 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74364 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -4286404.000000 Penalty: 3669.694824
	Iteration 15Q: 3 clusters Score -4286404 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74866 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -4286638.500000 Penalty: 3669.694824
	Iteration 16Q: 3 clusters Score -4286638 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75267 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -4286825.500000 Penalty: 3669.694824
	Iteration 17Q: 3 clusters Score -4286826 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75586 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -4286953.000000 Penalty: 3669.694824
	Iteration 18Q: 3 clusters Score -4286953 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75854 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -4287056.500000 Penalty: 3669.694824
	Iteration 19Q: 3 clusters Score -4287056 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76088 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -4287121.500000 Penalty: 3669.694824
	Iteration 20F: 3 clusters Score -4287122 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76278 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -4287174.500000 Penalty: 3669.694824
	Iteration 21Q: 3 clusters Score -4287174 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76429 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -4287227.500000 Penalty: 3669.694824
	Iteration 22Q: 3 clusters Score -4287228 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76557 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -4287246.500000 Penalty: 3669.694824
	Iteration 23Q: 3 clusters Score -4287246 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76661 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -4287261.500000 Penalty: 3669.694824
	Iteration 24Q: 3 clusters Score -4287262 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76750 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -4287278.500000 Penalty: 3669.694824
	Iteration 25Q: 3 clusters Score -4287278 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76848 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -4287305.500000 Penalty: 3669.694824
	Iteration 26Q: 3 clusters Score -4287306 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76958 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -4287343.000000 Penalty: 3669.694824
	Iteration 27Q: 3 clusters Score -4287343 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77054 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -4287350.000000 Penalty: 3669.694824
	Iteration 28Q: 3 clusters Score -4287350 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77126 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -4287376.000000 Penalty: 3669.694824
	Iteration 29Q: 3 clusters Score -4287376 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77201 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -4287383.500000 Penalty: 3669.694824
	Iteration 30Q: 3 clusters Score -4287384 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77269 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -4287398.000000 Penalty: 3669.694824
	Iteration 31Q: 3 clusters Score -4287398 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77329 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -4287423.500000 Penalty: 3669.694824
	Iteration 32Q: 3 clusters Score -4287424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77367 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4287421.000000 Penalty: 3669.694824
	Iteration 33Q: 3 clusters Score -4287421 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77404 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -4287438.000000 Penalty: 3669.694824
	Iteration 34Q: 3 clusters Score -4287438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77424 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4287441.000000 Penalty: 3669.694824
	Iteration 35Q: 3 clusters Score -4287441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77432 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4287450.500000 Penalty: 3669.694824
	Iteration 36Q: 3 clusters Score -4287450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77447 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4287446.500000 Penalty: 3669.694824
	Iteration 37Q: 3 clusters Score -4287446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77458 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4287446.500000 Penalty: 3669.694824
	Iteration 38Q: 3 clusters Score -4287446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77477 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -4287446.000000 Penalty: 3669.694824
	Iteration 39Q: 3 clusters Score -4287446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77493 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -4287447.500000 Penalty: 3669.694824
	Iteration 40F: 3 clusters Score -4287448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77502 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -4287448.000000 Penalty: 3669.694824
	Iteration 41Q: 3 clusters Score -4287448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77513 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4287449.500000 Penalty: 3669.694824
	Iteration 42Q: 3 clusters Score -4287450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77524 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -4287459.500000 Penalty: 3669.694824
	Iteration 43Q: 3 clusters Score -4287460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77542 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -4287460.500000 Penalty: 3669.694824
	Iteration 44Q: 3 clusters Score -4287460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77566 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4287471.500000 Penalty: 3669.694824
	Iteration 45Q: 3 clusters Score -4287472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77591 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4287472.500000 Penalty: 3669.694824
	Iteration 46Q: 3 clusters Score -4287472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77613 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4287472.000000 Penalty: 3669.694824
	Iteration 47Q: 3 clusters Score -4287472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77631 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -4287475.500000 Penalty: 3669.694824
	Iteration 48Q: 3 clusters Score -4287476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77647 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -4287473.000000 Penalty: 3669.694824
	Iteration 49Q: 3 clusters Score -4287473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77660 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -4287469.500000 Penalty: 3669.694824
	Iteration 50Q: 3 clusters Score -4287470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77673 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -4287466.000000 Penalty: 3669.694824
	Iteration 51Q: 3 clusters Score -4287466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77678 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4287471.000000 Penalty: 3669.694824
	Iteration 52Q: 3 clusters Score -4287471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77683 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -4287476.500000 Penalty: 3669.694824
	Iteration 53Q: 3 clusters Score -4287476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77688 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4287471.500000 Penalty: 3669.694824
	Iteration 54Q: 3 clusters Score -4287472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77690 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -4287472.000000 Penalty: 3669.694824
	Iteration 55Q: 3 clusters Score -4287472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77691 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4287470.500000 Penalty: 3669.694824
	Iteration 56Q: 3 clusters Score -4287470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77696 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4287465.500000 Penalty: 3669.694824
	Iteration 57Q: 3 clusters Score -4287466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77704 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -4287473.500000 Penalty: 3669.694824
	Iteration 58Q: 3 clusters Score -4287474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77708 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4287464.500000 Penalty: 3669.694824
	Iteration 59Q: 3 clusters Score -4287464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77716 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4287474.000000 Penalty: 3669.694824
	Iteration 60F: 3 clusters Score -4287474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77726 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4287481.500000 Penalty: 3669.694824
	Iteration 61Q: 3 clusters Score -4287482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77734 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -4287480.000000 Penalty: 3669.694824
	Iteration 62Q: 3 clusters Score -4287480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77740 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4287477.500000 Penalty: 3669.694824
	Iteration 63Q: 3 clusters Score -4287478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77746 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -4287479.000000 Penalty: 3669.694824
	Iteration 64Q: 3 clusters Score -4287479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77748 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -4287482.000000 Penalty: 3669.694824
	Iteration 65Q: 3 clusters Score -4287482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77750 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -4287485.000000 Penalty: 3669.694824
	Iteration 66Q: 3 clusters Score -4287485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77752 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4287484.000000 Penalty: 3669.694824
	Iteration 67Q: 3 clusters Score -4287484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77752 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4287484.000000 Penalty: 3669.694824
	Iteration 68F: 3 clusters Score -4287484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -167866.765625 Penalty: 1315.534668
	Iteration 0F: 2 clusters Score -167866.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -164956.359375 Penalty: 2631.069336
	Iteration 0F: 3 clusters Score -164956.4 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -165657.640625 Penalty: 2631.069336
	Iteration 1F: 3 clusters Score -165657.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -165798.515625 Penalty: 2631.069336
	Iteration 2F: 3 clusters Score -165798.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -165895.031250 Penalty: 2631.069336
	Iteration 3Q: 3 clusters Score -165895 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -165977.359375 Penalty: 2631.069336
	Iteration 4Q: 3 clusters Score -165977.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -166061.906250 Penalty: 2631.069336
	Iteration 5Q: 3 clusters Score -166061.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -166149.000000 Penalty: 2631.069336
	Iteration 6Q: 3 clusters Score -166149 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -166249.546875 Penalty: 2631.069336
	Iteration 7Q: 3 clusters Score -166249.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -166350.859375 Penalty: 2631.069336
	Iteration 8Q: 3 clusters Score -166350.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -166449.437500 Penalty: 2631.069336
	Iteration 9Q: 3 clusters Score -166449.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -166522.546875 Penalty: 2631.069336
	Iteration 10Q: 3 clusters Score -166522.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -166587.765625 Penalty: 2631.069336
	Iteration 11Q: 3 clusters Score -166587.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -166650.562500 Penalty: 2631.069336
	Iteration 12Q: 3 clusters Score -166650.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -166688.515625 Penalty: 2631.069336
	Iteration 13Q: 3 clusters Score -166688.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -166722.750000 Penalty: 2631.069336
	Iteration 14Q: 3 clusters Score -166722.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -166758.296875 Penalty: 2631.069336
	Iteration 15Q: 3 clusters Score -166758.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -166780.687500 Penalty: 2631.069336
	Iteration 16Q: 3 clusters Score -166780.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -166796.015625 Penalty: 2631.069336
	Iteration 17Q: 3 clusters Score -166796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -166809.312500 Penalty: 2631.069336
	Iteration 18Q: 3 clusters Score -166809.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -166820.078125 Penalty: 2631.069336
	Iteration 19Q: 3 clusters Score -166820.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -166832.750000 Penalty: 2631.069336
	Iteration 20F: 3 clusters Score -166832.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -166842.875000 Penalty: 2631.069336
	Iteration 21Q: 3 clusters Score -166842.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -166848.890625 Penalty: 2631.069336
	Iteration 22Q: 3 clusters Score -166848.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -166850.640625 Penalty: 2631.069336
	Iteration 23Q: 3 clusters Score -166850.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -166852.312500 Penalty: 2631.069336
	Iteration 24Q: 3 clusters Score -166852.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -166855.906250 Penalty: 2631.069336
	Iteration 25Q: 3 clusters Score -166855.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -166858.250000 Penalty: 2631.069336
	Iteration 26Q: 3 clusters Score -166858.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -166861.046875 Penalty: 2631.069336
	Iteration 27Q: 3 clusters Score -166861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -166864.859375 Penalty: 2631.069336
	Iteration 28Q: 3 clusters Score -166864.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -166866.484375 Penalty: 2631.069336
	Iteration 29Q: 3 clusters Score -166866.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -166869.609375 Penalty: 2631.069336
	Iteration 30Q: 3 clusters Score -166869.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -166872.453125 Penalty: 2631.069336
	Iteration 31Q: 3 clusters Score -166872.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -166875.468750 Penalty: 2631.069336
	Iteration 32Q: 3 clusters Score -166875.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -166878.343750 Penalty: 2631.069336
	Iteration 33Q: 3 clusters Score -166878.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -166880.281250 Penalty: 2631.069336
	Iteration 34Q: 3 clusters Score -166880.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -166882.000000 Penalty: 2631.069336
	Iteration 35Q: 3 clusters Score -166882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -166883.312500 Penalty: 2631.069336
	Iteration 36Q: 3 clusters Score -166883.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -166883.750000 Penalty: 2631.069336
	Iteration 37Q: 3 clusters Score -166883.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -166884.125000 Penalty: 2631.069336
	Iteration 38Q: 3 clusters Score -166884.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -166884.125000 Penalty: 2631.069336
	Iteration 39F: 3 clusters Score -166884.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Entering Unmasked Estep 
Score: -489310.781250 Penalty: 1478.435913
	Iteration 0F: 2 clusters Score -489310.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -482861.187500 Penalty: 2956.871826
	Iteration 0F: 3 clusters Score -482861.2 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -484786.656250 Penalty: 2956.871826
	Iteration 1F: 3 clusters Score -484786.7 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -485030.062500 Penalty: 2956.871826
	Iteration 2F: 3 clusters Score -485030.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -485181.656250 Penalty: 2956.871826
	Iteration 3Q: 3 clusters Score -485181.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -485292.625000 Penalty: 2956.871826
	Iteration 4Q: 3 clusters Score -485292.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -485384.375000 Penalty: 2956.871826
	Iteration 5Q: 3 clusters Score -485384.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -485468.687500 Penalty: 2956.871826
	Iteration 6Q: 3 clusters Score -485468.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -485542.531250 Penalty: 2956.871826
	Iteration 7Q: 3 clusters Score -485542.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -485609.593750 Penalty: 2956.871826
	Iteration 8Q: 3 clusters Score -485609.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -485680.187500 Penalty: 2956.871826
	Iteration 9Q: 3 clusters Score -485680.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -485760.000000 Penalty: 2956.871826
	Iteration 10Q: 3 clusters Score -485760 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -485865.656250 Penalty: 2956.871826
	Iteration 11Q: 3 clusters Score -485865.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -485985.125000 Penalty: 2956.871826
	Iteration 12Q: 3 clusters Score -485985.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -486154.468750 Penalty: 2956.871826
	Iteration 13Q: 3 clusters Score -486154.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -486359.218750 Penalty: 2956.871826
	Iteration 14Q: 3 clusters Score -486359.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -486588.343750 Penalty: 2956.871826
	Iteration 15Q: 3 clusters Score -486588.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -486837.562500 Penalty: 2956.871826
	Iteration 16Q: 3 clusters Score -486837.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -487093.625000 Penalty: 2956.871826
	Iteration 17Q: 3 clusters Score -487093.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -487346.375000 Penalty: 2956.871826
	Iteration 18Q: 3 clusters Score -487346.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -487541.750000 Penalty: 2956.871826
	Iteration 19Q: 3 clusters Score -487541.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -487672.968750 Penalty: 2956.871826
	Iteration 20F: 3 clusters Score -487673 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -487751.875000 Penalty: 2956.871826
	Iteration 21Q: 3 clusters Score -487751.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -487821.187500 Penalty: 2956.871826
	Iteration 22Q: 3 clusters Score -487821.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -487875.187500 Penalty: 2956.871826
	Iteration 23Q: 3 clusters Score -487875.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -487916.062500 Penalty: 2956.871826
	Iteration 24Q: 3 clusters Score -487916.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -487938.187500 Penalty: 2956.871826
	Iteration 25Q: 3 clusters Score -487938.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -487947.968750 Penalty: 2956.871826
	Iteration 26Q: 3 clusters Score -487948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -487957.312500 Penalty: 2956.871826
	Iteration 27Q: 3 clusters Score -487957.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -487968.125000 Penalty: 2956.871826
	Iteration 28Q: 3 clusters Score -487968.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -487973.375000 Penalty: 2956.871826
	Iteration 29Q: 3 clusters Score -487973.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -487978.250000 Penalty: 2956.871826
	Iteration 30Q: 3 clusters Score -487978.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -487982.750000 Penalty: 2956.871826
	Iteration 31Q: 3 clusters Score -487982.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -487988.718750 Penalty: 2956.871826
	Iteration 32Q: 3 clusters Score -487988.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -487992.656250 Penalty: 2956.871826
	Iteration 33Q: 3 clusters Score -487992.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -487995.750000 Penalty: 2956.871826
	Iteration 34Q: 3 clusters Score -487995.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -487996.125000 Penalty: 2956.871826
	Iteration 35Q: 3 clusters Score -487996.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -487997.625000 Penalty: 2956.871826
	Iteration 36Q: 3 clusters Score -487997.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -488000.187500 Penalty: 2956.871826
	Iteration 37Q: 3 clusters Score -488000.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -488000.187500 Penalty: 2956.871826
	Iteration 38F: 3 clusters Score -488000.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Entering Unmasked Estep 
Score: -371977.031250 Penalty: 1432.979370
	Iteration 0F: 2 clusters Score -371977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -366813.437500 Penalty: 2865.958740
	Iteration 0F: 3 clusters Score -366813.4 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -368404.750000 Penalty: 2865.958740
	Iteration 1F: 3 clusters Score -368404.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -368661.750000 Penalty: 2865.958740
	Iteration 2F: 3 clusters Score -368661.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -368861.406250 Penalty: 2865.958740
	Iteration 3F: 3 clusters Score -368861.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -369028.281250 Penalty: 2865.958740
	Iteration 4Q: 3 clusters Score -369028.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -369168.656250 Penalty: 2865.958740
	Iteration 5Q: 3 clusters Score -369168.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -369275.031250 Penalty: 2865.958740
	Iteration 6Q: 3 clusters Score -369275 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -369365.937500 Penalty: 2865.958740
	Iteration 7Q: 3 clusters Score -369365.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -369439.937500 Penalty: 2865.958740
	Iteration 8Q: 3 clusters Score -369439.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -369511.937500 Penalty: 2865.958740
	Iteration 9Q: 3 clusters Score -369511.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -369588.187500 Penalty: 2865.958740
	Iteration 10Q: 3 clusters Score -369588.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -369669.500000 Penalty: 2865.958740
	Iteration 11Q: 3 clusters Score -369669.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -369739.531250 Penalty: 2865.958740
	Iteration 12Q: 3 clusters Score -369739.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -369815.031250 Penalty: 2865.958740
	Iteration 13Q: 3 clusters Score -369815 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -369879.968750 Penalty: 2865.958740
	Iteration 14Q: 3 clusters Score -369880 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -369939.906250 Penalty: 2865.958740
	Iteration 15Q: 3 clusters Score -369939.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -369980.218750 Penalty: 2865.958740
	Iteration 16Q: 3 clusters Score -369980.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -370008.875000 Penalty: 2865.958740
	Iteration 17Q: 3 clusters Score -370008.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -370032.218750 Penalty: 2865.958740
	Iteration 18Q: 3 clusters Score -370032.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -370049.468750 Penalty: 2865.958740
	Iteration 19Q: 3 clusters Score -370049.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -370058.437500 Penalty: 2865.958740
	Iteration 20F: 3 clusters Score -370058.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -370062.312500 Penalty: 2865.958740
	Iteration 21Q: 3 clusters Score -370062.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -370066.625000 Penalty: 2865.958740
	Iteration 22Q: 3 clusters Score -370066.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -370073.250000 Penalty: 2865.958740
	Iteration 23Q: 3 clusters Score -370073.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -370081.718750 Penalty: 2865.958740
	Iteration 24Q: 3 clusters Score -370081.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -370087.406250 Penalty: 2865.958740
	Iteration 25Q: 3 clusters Score -370087.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -370094.375000 Penalty: 2865.958740
	Iteration 26Q: 3 clusters Score -370094.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -370102.718750 Penalty: 2865.958740
	Iteration 27Q: 3 clusters Score -370102.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -370109.406250 Penalty: 2865.958740
	Iteration 28Q: 3 clusters Score -370109.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -370113.281250 Penalty: 2865.958740
	Iteration 29Q: 3 clusters Score -370113.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -370117.750000 Penalty: 2865.958740
	Iteration 30Q: 3 clusters Score -370117.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -370122.468750 Penalty: 2865.958740
	Iteration 31Q: 3 clusters Score -370122.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -370129.156250 Penalty: 2865.958740
	Iteration 32Q: 3 clusters Score -370129.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -370130.250000 Penalty: 2865.958740
	Iteration 33Q: 3 clusters Score -370130.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -370132.218750 Penalty: 2865.958740
	Iteration 34Q: 3 clusters Score -370132.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -370132.625000 Penalty: 2865.958740
	Iteration 35Q: 3 clusters Score -370132.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -370132.781250 Penalty: 2865.958740
	Iteration 36Q: 3 clusters Score -370132.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -370134.250000 Penalty: 2865.958740
	Iteration 37Q: 3 clusters Score -370134.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -370135.156250 Penalty: 2865.958740
	Iteration 38Q: 3 clusters Score -370135.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -370134.812500 Penalty: 2865.958740
	Iteration 39Q: 3 clusters Score -370134.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -370137.031250 Penalty: 2865.958740
	Iteration 40F: 3 clusters Score -370137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -370136.812500 Penalty: 2865.958740
	Iteration 41Q: 3 clusters Score -370136.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -370136.437500 Penalty: 2865.958740
	Iteration 42Q: 3 clusters Score -370136.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -370136.718750 Penalty: 2865.958740
	Iteration 43Q: 3 clusters Score -370136.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -370137.750000 Penalty: 2865.958740
	Iteration 44Q: 3 clusters Score -370137.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -370137.875000 Penalty: 2865.958740
	Iteration 45Q: 3 clusters Score -370137.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -370137.281250 Penalty: 2865.958740
	Iteration 46Q: 3 clusters Score -370137.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -370137.281250 Penalty: 2865.958740
	Iteration 47F: 3 clusters Score -370137.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (196429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196429 members 
Entering Unmasked Estep 
Score: -10618963.000000 Penalty: 1980.559082
	Iteration 0F: 2 clusters Score -1.061896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98074 members 
Mstep: Class 2 contains 98355 members 
Entering Unmasked Estep 
Score: -10486845.000000 Penalty: 3961.118164
	Iteration 0F: 3 clusters Score -1.048684e+07 nChanged 95128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96078 members 
Mstep: Class 2 contains 100351 members 
Entering Unmasked Estep 
Score: -10543344.000000 Penalty: 3961.118164
	Iteration 1F: 3 clusters Score -1.054334e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95493 members 
Mstep: Class 2 contains 100936 members 
Entering Unmasked Estep 
Score: -10544724.000000 Penalty: 3961.118164
	Iteration 2Q: 3 clusters Score -1.054472e+07 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94604 members 
Mstep: Class 2 contains 101825 members 
Entering Unmasked Estep 
Score: -10546533.000000 Penalty: 3961.118164
	Iteration 3Q: 3 clusters Score -1.054653e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93141 members 
Mstep: Class 2 contains 103288 members 
Entering Unmasked Estep 
Score: -10549091.000000 Penalty: 3961.118164
	Iteration 4Q: 3 clusters Score -1.054909e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90980 members 
Mstep: Class 2 contains 105449 members 
Entering Unmasked Estep 
Score: -10552492.000000 Penalty: 3961.118164
	Iteration 5Q: 3 clusters Score -1.055249e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87881 members 
Mstep: Class 2 contains 108548 members 
Entering Unmasked Estep 
Score: -10556723.000000 Penalty: 3961.118164
	Iteration 6Q: 3 clusters Score -1.055672e+07 nChanged 9462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83545 members 
Mstep: Class 2 contains 112884 members 
Entering Unmasked Estep 
Score: -10561524.000000 Penalty: 3961.118164
	Iteration 7Q: 3 clusters Score -1.056152e+07 nChanged 9823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77540 members 
Mstep: Class 2 contains 118889 members 
Entering Unmasked Estep 
Score: -10566955.000000 Penalty: 3961.118164
	Iteration 8F: 3 clusters Score -1.056696e+07 nChanged 9963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69955 members 
Mstep: Class 2 contains 126474 members 
Entering Unmasked Estep 
Score: -10572472.000000 Penalty: 3961.118164
	Iteration 9F: 3 clusters Score -1.057247e+07 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60979 members 
Mstep: Class 2 contains 135450 members 
Entering Unmasked Estep 
Score: -10578370.000000 Penalty: 3961.118164
	Iteration 10F: 3 clusters Score -1.057837e+07 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50960 members 
Mstep: Class 2 contains 145469 members 
Entering Unmasked Estep 
Score: -10584463.000000 Penalty: 3961.118164
	Iteration 11F: 3 clusters Score -1.058446e+07 nChanged 10697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 156060 members 
Entering Unmasked Estep 
Score: -10591175.000000 Penalty: 3961.118164
	Iteration 12F: 3 clusters Score -1.059118e+07 nChanged 10301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 166349 members 
Entering Unmasked Estep 
Score: -10597857.000000 Penalty: 3961.118164
	Iteration 13F: 3 clusters Score -1.059786e+07 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 175439 members 
Entering Unmasked Estep 
Score: -10603888.000000 Penalty: 3961.118164
	Iteration 14Q: 3 clusters Score -1.060389e+07 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 182829 members 
Entering Unmasked Estep 
Score: -10608673.000000 Penalty: 3961.118164
	Iteration 15Q: 3 clusters Score -1.060867e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 188082 members 
Entering Unmasked Estep 
Score: -10612184.000000 Penalty: 3961.118164
	Iteration 16Q: 3 clusters Score -1.061218e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 191443 members 
Entering Unmasked Estep 
Score: -10614248.000000 Penalty: 3961.118164
	Iteration 17Q: 3 clusters Score -1.061425e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 193417 members 
Entering Unmasked Estep 
Score: -10615413.000000 Penalty: 3961.118164
	Iteration 18Q: 3 clusters Score -1.061541e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 194559 members 
Entering Unmasked Estep 
Score: -10616130.000000 Penalty: 3961.118164
	Iteration 19Q: 3 clusters Score -1.061613e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 195185 members 
Entering Unmasked Estep 
Score: -10616555.000000 Penalty: 3961.118164
	Iteration 20F: 3 clusters Score -1.061656e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 195524 members 
Entering Unmasked Estep 
Score: -10616818.000000 Penalty: 3961.118164
	Iteration 21Q: 3 clusters Score -1.061682e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 195712 members 
Entering Unmasked Estep 
Score: -10616917.000000 Penalty: 3961.118164
	Iteration 22Q: 3 clusters Score -1.061692e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 195825 members 
Entering Unmasked Estep 
Score: -10616990.000000 Penalty: 3961.118164
	Iteration 23Q: 3 clusters Score -1.061699e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 195890 members 
Entering Unmasked Estep 
Score: -10617044.000000 Penalty: 3961.118164
	Iteration 24Q: 3 clusters Score -1.061704e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 195927 members 
Entering Unmasked Estep 
Score: -10617083.000000 Penalty: 3961.118164
	Iteration 25Q: 3 clusters Score -1.061708e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 195966 members 
Entering Unmasked Estep 
Score: -10617116.000000 Penalty: 3961.118164
	Iteration 26Q: 3 clusters Score -1.061712e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 195988 members 
Entering Unmasked Estep 
Score: -10617137.000000 Penalty: 3961.118164
	Iteration 27Q: 3 clusters Score -1.061714e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 196010 members 
Entering Unmasked Estep 
Score: -10617153.000000 Penalty: 3961.118164
	Iteration 28Q: 3 clusters Score -1.061715e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 196025 members 
Entering Unmasked Estep 
Score: -10617165.000000 Penalty: 3961.118164
	Iteration 29Q: 3 clusters Score -1.061716e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 196041 members 
Entering Unmasked Estep 
Score: -10617185.000000 Penalty: 3961.118164
	Iteration 30Q: 3 clusters Score -1.061718e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 196056 members 
Entering Unmasked Estep 
Score: -10617198.000000 Penalty: 3961.118164
	Iteration 31Q: 3 clusters Score -1.06172e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 196064 members 
Entering Unmasked Estep 
Score: -10617196.000000 Penalty: 3961.118164
	Iteration 32Q: 3 clusters Score -1.06172e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 196076 members 
Entering Unmasked Estep 
Score: -10617206.000000 Penalty: 3961.118164
	Iteration 33Q: 3 clusters Score -1.061721e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 196081 members 
Entering Unmasked Estep 
Score: -10617220.000000 Penalty: 3961.118164
	Iteration 34Q: 3 clusters Score -1.061722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 196085 members 
Entering Unmasked Estep 
Score: -10617229.000000 Penalty: 3961.118164
	Iteration 35Q: 3 clusters Score -1.061723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 196091 members 
Entering Unmasked Estep 
Score: -10617232.000000 Penalty: 3961.118164
	Iteration 36Q: 3 clusters Score -1.061723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 196094 members 
Entering Unmasked Estep 
Score: -10617226.000000 Penalty: 3961.118164
	Iteration 37Q: 3 clusters Score -1.061723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 196099 members 
Entering Unmasked Estep 
Score: -10617238.000000 Penalty: 3961.118164
	Iteration 38Q: 3 clusters Score -1.061724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 196101 members 
Entering Unmasked Estep 
Score: -10617232.000000 Penalty: 3961.118164
	Iteration 39Q: 3 clusters Score -1.061723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 196101 members 
Entering Unmasked Estep 
Score: -10617232.000000 Penalty: 3961.118164
	Iteration 40F: 3 clusters Score -1.061723e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Entering Unmasked Estep 
Score: -72800.085938 Penalty: 1209.690430
	Iteration 0F: 2 clusters Score -72800.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -70901.140625 Penalty: 2419.380859
	Iteration 0F: 3 clusters Score -70901.14 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -71276.601562 Penalty: 2419.380859
	Iteration 1F: 3 clusters Score -71276.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -71434.343750 Penalty: 2419.380859
	Iteration 2F: 3 clusters Score -71434.34 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -71625.632812 Penalty: 2419.380859
	Iteration 3F: 3 clusters Score -71625.63 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -71887.460938 Penalty: 2419.380859
	Iteration 4F: 3 clusters Score -71887.46 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -72231.171875 Penalty: 2419.380859
	Iteration 5F: 3 clusters Score -72231.17 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -72688.234375 Penalty: 2419.380859
	Iteration 6F: 3 clusters Score -72688.23 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -73159.054688 Penalty: 2419.380859
	Iteration 7F: 3 clusters Score -73159.05 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -73318.773438 Penalty: 2419.380859
	Iteration 8Q: 3 clusters Score -73318.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -73340.125000 Penalty: 2419.380859
	Iteration 9Q: 3 clusters Score -73340.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -73351.359375 Penalty: 2419.380859
	Iteration 10Q: 3 clusters Score -73351.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -73355.703125 Penalty: 2419.380859
	Iteration 11Q: 3 clusters Score -73355.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -73356.445312 Penalty: 2419.380859
	Iteration 12Q: 3 clusters Score -73356.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -73356.445312 Penalty: 2419.380859
	Iteration 13F: 3 clusters Score -73356.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 96197 members 
Mstep: Class 3 contains 4832 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 2305 members 
Mstep: Class 6 contains 18129 members 
Mstep: Class 7 contains 10061 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99889 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 7178 members 
Mstep: Class 14 contains 8817 members 
Mstep: Class 15 contains 8572 members 
Mstep: Class 16 contains 5508 members 
Mstep: Class 17 contains 80127 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6757 members 
Mstep: Class 21 contains 196429 members 
Mstep: Class 22 contains 792 members 
Mstep: Class 23 contains 19208 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 8216 members 
Mstep: Class 26 contains 4310 members 
Mstep: Class 27 contains 918 members 
Entering Unmasked Estep 
Score: -35934140.000000 Penalty: 59117.878906
Splitting cluster 22 changes total score from -35934220.000000 to -35934140.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (19208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Entering Unmasked Estep 
Score: -972523.937500 Penalty: 1602.750854
	Iteration 0F: 2 clusters Score -972523.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -959377.750000 Penalty: 3205.501709
	Iteration 0F: 3 clusters Score -959377.8 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -964144.687500 Penalty: 3205.501709
	Iteration 1F: 3 clusters Score -964144.7 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -964595.625000 Penalty: 3205.501709
	Iteration 2F: 3 clusters Score -964595.6 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -965051.062500 Penalty: 3205.501709
	Iteration 3F: 3 clusters Score -965051.1 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -965553.562500 Penalty: 3205.501709
	Iteration 4F: 3 clusters Score -965553.6 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -966117.125000 Penalty: 3205.501709
	Iteration 5F: 3 clusters Score -966117.1 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -966749.187500 Penalty: 3205.501709
	Iteration 6F: 3 clusters Score -966749.2 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -967420.750000 Penalty: 3205.501709
	Iteration 7F: 3 clusters Score -967420.8 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -968146.437500 Penalty: 3205.501709
	Iteration 8F: 3 clusters Score -968146.4 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -968780.750000 Penalty: 3205.501709
	Iteration 9Q: 3 clusters Score -968780.8 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -969288.250000 Penalty: 3205.501709
	Iteration 10Q: 3 clusters Score -969288.2 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -969700.250000 Penalty: 3205.501709
	Iteration 11Q: 3 clusters Score -969700.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -970010.500000 Penalty: 3205.501709
	Iteration 12Q: 3 clusters Score -970010.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -970227.312500 Penalty: 3205.501709
	Iteration 13Q: 3 clusters Score -970227.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -970383.250000 Penalty: 3205.501709
	Iteration 14Q: 3 clusters Score -970383.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -970485.875000 Penalty: 3205.501709
	Iteration 15Q: 3 clusters Score -970485.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -970559.250000 Penalty: 3205.501709
	Iteration 16Q: 3 clusters Score -970559.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -970624.250000 Penalty: 3205.501709
	Iteration 17Q: 3 clusters Score -970624.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -970694.187500 Penalty: 3205.501709
	Iteration 18Q: 3 clusters Score -970694.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -970758.562500 Penalty: 3205.501709
	Iteration 19Q: 3 clusters Score -970758.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -970817.187500 Penalty: 3205.501709
	Iteration 20F: 3 clusters Score -970817.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -970867.312500 Penalty: 3205.501709
	Iteration 21Q: 3 clusters Score -970867.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -970913.937500 Penalty: 3205.501709
	Iteration 22Q: 3 clusters Score -970913.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -970951.750000 Penalty: 3205.501709
	Iteration 23Q: 3 clusters Score -970951.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -970986.750000 Penalty: 3205.501709
	Iteration 24Q: 3 clusters Score -970986.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -971028.000000 Penalty: 3205.501709
	Iteration 25Q: 3 clusters Score -971028 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -971065.062500 Penalty: 3205.501709
	Iteration 26Q: 3 clusters Score -971065.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -971103.125000 Penalty: 3205.501709
	Iteration 27Q: 3 clusters Score -971103.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -971133.437500 Penalty: 3205.501709
	Iteration 28Q: 3 clusters Score -971133.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -971159.375000 Penalty: 3205.501709
	Iteration 29Q: 3 clusters Score -971159.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -971180.750000 Penalty: 3205.501709
	Iteration 30Q: 3 clusters Score -971180.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -971196.375000 Penalty: 3205.501709
	Iteration 31Q: 3 clusters Score -971196.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -971214.312500 Penalty: 3205.501709
	Iteration 32Q: 3 clusters Score -971214.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -971234.375000 Penalty: 3205.501709
	Iteration 33Q: 3 clusters Score -971234.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -971242.937500 Penalty: 3205.501709
	Iteration 34Q: 3 clusters Score -971242.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -971255.812500 Penalty: 3205.501709
	Iteration 35Q: 3 clusters Score -971255.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -971259.500000 Penalty: 3205.501709
	Iteration 36Q: 3 clusters Score -971259.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -971268.750000 Penalty: 3205.501709
	Iteration 37Q: 3 clusters Score -971268.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -971272.937500 Penalty: 3205.501709
	Iteration 38Q: 3 clusters Score -971272.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -971276.750000 Penalty: 3205.501709
	Iteration 39Q: 3 clusters Score -971276.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -971280.500000 Penalty: 3205.501709
	Iteration 40F: 3 clusters Score -971280.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -971287.750000 Penalty: 3205.501709
	Iteration 41Q: 3 clusters Score -971287.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -971294.125000 Penalty: 3205.501709
	Iteration 42Q: 3 clusters Score -971294.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -971297.062500 Penalty: 3205.501709
	Iteration 43Q: 3 clusters Score -971297.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -971302.250000 Penalty: 3205.501709
	Iteration 44Q: 3 clusters Score -971302.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -971303.187500 Penalty: 3205.501709
	Iteration 45Q: 3 clusters Score -971303.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -971308.125000 Penalty: 3205.501709
	Iteration 46Q: 3 clusters Score -971308.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -971309.437500 Penalty: 3205.501709
	Iteration 47Q: 3 clusters Score -971309.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -971315.750000 Penalty: 3205.501709
	Iteration 48Q: 3 clusters Score -971315.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -971319.500000 Penalty: 3205.501709
	Iteration 49Q: 3 clusters Score -971319.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -971320.875000 Penalty: 3205.501709
	Iteration 50Q: 3 clusters Score -971320.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -971323.000000 Penalty: 3205.501709
	Iteration 51Q: 3 clusters Score -971323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -971323.250000 Penalty: 3205.501709
	Iteration 52Q: 3 clusters Score -971323.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -971323.875000 Penalty: 3205.501709
	Iteration 53Q: 3 clusters Score -971323.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -971326.625000 Penalty: 3205.501709
	Iteration 54Q: 3 clusters Score -971326.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -971326.937500 Penalty: 3205.501709
	Iteration 55Q: 3 clusters Score -971326.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -971326.250000 Penalty: 3205.501709
	Iteration 56Q: 3 clusters Score -971326.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -971326.875000 Penalty: 3205.501709
	Iteration 57Q: 3 clusters Score -971326.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -971326.875000 Penalty: 3205.501709
	Iteration 58F: 3 clusters Score -971326.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Entering Unmasked Estep 
Score: -402814.625000 Penalty: 1458.004761
	Iteration 0F: 2 clusters Score -402814.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -397001.218750 Penalty: 2916.009521
	Iteration 0F: 3 clusters Score -397001.2 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -398690.750000 Penalty: 2916.009521
	Iteration 1F: 3 clusters Score -398690.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -398923.375000 Penalty: 2916.009521
	Iteration 2F: 3 clusters Score -398923.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -399102.156250 Penalty: 2916.009521
	Iteration 3F: 3 clusters Score -399102.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -399268.218750 Penalty: 2916.009521
	Iteration 4Q: 3 clusters Score -399268.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -399442.000000 Penalty: 2916.009521
	Iteration 5Q: 3 clusters Score -399442 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -399681.062500 Penalty: 2916.009521
	Iteration 6F: 3 clusters Score -399681.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -399983.656250 Penalty: 2916.009521
	Iteration 7F: 3 clusters Score -399983.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -400397.687500 Penalty: 2916.009521
	Iteration 8F: 3 clusters Score -400397.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -400893.312500 Penalty: 2916.009521
	Iteration 9F: 3 clusters Score -400893.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -401314.281250 Penalty: 2916.009521
	Iteration 10F: 3 clusters Score -401314.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -401581.312500 Penalty: 2916.009521
	Iteration 11Q: 3 clusters Score -401581.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -401749.187500 Penalty: 2916.009521
	Iteration 12Q: 3 clusters Score -401749.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -401846.531250 Penalty: 2916.009521
	Iteration 13Q: 3 clusters Score -401846.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -401904.781250 Penalty: 2916.009521
	Iteration 14Q: 3 clusters Score -401904.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -401939.093750 Penalty: 2916.009521
	Iteration 15Q: 3 clusters Score -401939.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -401956.968750 Penalty: 2916.009521
	Iteration 16Q: 3 clusters Score -401957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -401964.562500 Penalty: 2916.009521
	Iteration 17Q: 3 clusters Score -401964.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -401968.625000 Penalty: 2916.009521
	Iteration 18Q: 3 clusters Score -401968.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -401971.062500 Penalty: 2916.009521
	Iteration 19Q: 3 clusters Score -401971.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -401971.625000 Penalty: 2916.009521
	Iteration 20F: 3 clusters Score -401971.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -401971.687500 Penalty: 2916.009521
	Iteration 21Q: 3 clusters Score -401971.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -401972.406250 Penalty: 2916.009521
	Iteration 22Q: 3 clusters Score -401972.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -401972.406250 Penalty: 2916.009521
	Iteration 23F: 3 clusters Score -401972.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Entering Unmasked Estep 
Score: -422328.750000 Penalty: 1464.748779
	Iteration 0F: 2 clusters Score -422328.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -416324.187500 Penalty: 2929.497559
	Iteration 0F: 3 clusters Score -416324.2 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -418083.937500 Penalty: 2929.497559
	Iteration 1F: 3 clusters Score -418083.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -418283.781250 Penalty: 2929.497559
	Iteration 2F: 3 clusters Score -418283.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -418406.843750 Penalty: 2929.497559
	Iteration 3Q: 3 clusters Score -418406.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -418506.093750 Penalty: 2929.497559
	Iteration 4Q: 3 clusters Score -418506.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -418590.625000 Penalty: 2929.497559
	Iteration 5Q: 3 clusters Score -418590.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -418683.375000 Penalty: 2929.497559
	Iteration 6Q: 3 clusters Score -418683.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -418794.687500 Penalty: 2929.497559
	Iteration 7Q: 3 clusters Score -418794.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -418922.593750 Penalty: 2929.497559
	Iteration 8Q: 3 clusters Score -418922.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -419098.750000 Penalty: 2929.497559
	Iteration 9Q: 3 clusters Score -419098.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -419305.375000 Penalty: 2929.497559
	Iteration 10Q: 3 clusters Score -419305.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -419505.968750 Penalty: 2929.497559
	Iteration 11Q: 3 clusters Score -419506 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -419694.000000 Penalty: 2929.497559
	Iteration 12Q: 3 clusters Score -419694 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -419876.406250 Penalty: 2929.497559
	Iteration 13Q: 3 clusters Score -419876.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -420025.625000 Penalty: 2929.497559
	Iteration 14Q: 3 clusters Score -420025.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -420149.437500 Penalty: 2929.497559
	Iteration 15Q: 3 clusters Score -420149.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -420251.625000 Penalty: 2929.497559
	Iteration 16Q: 3 clusters Score -420251.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -420346.531250 Penalty: 2929.497559
	Iteration 17Q: 3 clusters Score -420346.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -420433.187500 Penalty: 2929.497559
	Iteration 18Q: 3 clusters Score -420433.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -420527.718750 Penalty: 2929.497559
	Iteration 19Q: 3 clusters Score -420527.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -420615.687500 Penalty: 2929.497559
	Iteration 20F: 3 clusters Score -420615.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -420676.656250 Penalty: 2929.497559
	Iteration 21Q: 3 clusters Score -420676.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -420721.187500 Penalty: 2929.497559
	Iteration 22Q: 3 clusters Score -420721.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -420762.125000 Penalty: 2929.497559
	Iteration 23Q: 3 clusters Score -420762.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -420792.843750 Penalty: 2929.497559
	Iteration 24Q: 3 clusters Score -420792.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -420824.687500 Penalty: 2929.497559
	Iteration 25Q: 3 clusters Score -420824.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -420855.000000 Penalty: 2929.497559
	Iteration 26Q: 3 clusters Score -420855 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -420885.000000 Penalty: 2929.497559
	Iteration 27Q: 3 clusters Score -420885 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -420932.125000 Penalty: 2929.497559
	Iteration 28Q: 3 clusters Score -420932.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -420994.531250 Penalty: 2929.497559
	Iteration 29Q: 3 clusters Score -420994.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -421041.812500 Penalty: 2929.497559
	Iteration 30Q: 3 clusters Score -421041.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -421085.500000 Penalty: 2929.497559
	Iteration 31Q: 3 clusters Score -421085.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -421118.687500 Penalty: 2929.497559
	Iteration 32Q: 3 clusters Score -421118.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -421148.875000 Penalty: 2929.497559
	Iteration 33Q: 3 clusters Score -421148.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -421172.187500 Penalty: 2929.497559
	Iteration 34Q: 3 clusters Score -421172.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -421189.250000 Penalty: 2929.497559
	Iteration 35Q: 3 clusters Score -421189.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -421201.375000 Penalty: 2929.497559
	Iteration 36Q: 3 clusters Score -421201.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -421208.843750 Penalty: 2929.497559
	Iteration 37Q: 3 clusters Score -421208.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -421216.375000 Penalty: 2929.497559
	Iteration 38Q: 3 clusters Score -421216.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -421220.593750 Penalty: 2929.497559
	Iteration 39Q: 3 clusters Score -421220.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -421225.156250 Penalty: 2929.497559
	Iteration 40F: 3 clusters Score -421225.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -421229.156250 Penalty: 2929.497559
	Iteration 41Q: 3 clusters Score -421229.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -421230.343750 Penalty: 2929.497559
	Iteration 42Q: 3 clusters Score -421230.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -421233.312500 Penalty: 2929.497559
	Iteration 43Q: 3 clusters Score -421233.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -421233.593750 Penalty: 2929.497559
	Iteration 44Q: 3 clusters Score -421233.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -421236.437500 Penalty: 2929.497559
	Iteration 45Q: 3 clusters Score -421236.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -421237.593750 Penalty: 2929.497559
	Iteration 46Q: 3 clusters Score -421237.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -421238.343750 Penalty: 2929.497559
	Iteration 47Q: 3 clusters Score -421238.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -421238.562500 Penalty: 2929.497559
	Iteration 48Q: 3 clusters Score -421238.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -421238.312500 Penalty: 2929.497559
	Iteration 49Q: 3 clusters Score -421238.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -421239.062500 Penalty: 2929.497559
	Iteration 50Q: 3 clusters Score -421239.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -421239.593750 Penalty: 2929.497559
	Iteration 51Q: 3 clusters Score -421239.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -421240.468750 Penalty: 2929.497559
	Iteration 52Q: 3 clusters Score -421240.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -421240.781250 Penalty: 2929.497559
	Iteration 53Q: 3 clusters Score -421240.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -421241.000000 Penalty: 2929.497559
	Iteration 54Q: 3 clusters Score -421241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -421242.312500 Penalty: 2929.497559
	Iteration 55Q: 3 clusters Score -421242.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -421242.406250 Penalty: 2929.497559
	Iteration 56Q: 3 clusters Score -421242.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -421242.343750 Penalty: 2929.497559
	Iteration 57Q: 3 clusters Score -421242.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -421242.968750 Penalty: 2929.497559
	Iteration 58Q: 3 clusters Score -421243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -421242.968750 Penalty: 2929.497559
	Iteration 59F: 3 clusters Score -421243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Entering Unmasked Estep 
Score: -208192.140625 Penalty: 1359.912720
	Iteration 0F: 2 clusters Score -208192.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -204701.593750 Penalty: 2719.825439
	Iteration 0F: 3 clusters Score -204701.6 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -205725.937500 Penalty: 2719.825439
	Iteration 1F: 3 clusters Score -205725.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -205992.000000 Penalty: 2719.825439
	Iteration 2F: 3 clusters Score -205992 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -206171.078125 Penalty: 2719.825439
	Iteration 3F: 3 clusters Score -206171.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -206360.015625 Penalty: 2719.825439
	Iteration 4F: 3 clusters Score -206360 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -206526.015625 Penalty: 2719.825439
	Iteration 5F: 3 clusters Score -206526 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -206673.000000 Penalty: 2719.825439
	Iteration 6Q: 3 clusters Score -206673 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -206774.343750 Penalty: 2719.825439
	Iteration 7Q: 3 clusters Score -206774.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -206853.546875 Penalty: 2719.825439
	Iteration 8Q: 3 clusters Score -206853.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -206915.140625 Penalty: 2719.825439
	Iteration 9Q: 3 clusters Score -206915.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -206971.375000 Penalty: 2719.825439
	Iteration 10Q: 3 clusters Score -206971.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -207013.156250 Penalty: 2719.825439
	Iteration 11Q: 3 clusters Score -207013.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -207046.500000 Penalty: 2719.825439
	Iteration 12Q: 3 clusters Score -207046.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -207077.906250 Penalty: 2719.825439
	Iteration 13Q: 3 clusters Score -207077.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -207111.906250 Penalty: 2719.825439
	Iteration 14Q: 3 clusters Score -207111.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -207147.640625 Penalty: 2719.825439
	Iteration 15Q: 3 clusters Score -207147.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -207189.781250 Penalty: 2719.825439
	Iteration 16Q: 3 clusters Score -207189.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -207221.984375 Penalty: 2719.825439
	Iteration 17Q: 3 clusters Score -207222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -207239.265625 Penalty: 2719.825439
	Iteration 18Q: 3 clusters Score -207239.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -207255.109375 Penalty: 2719.825439
	Iteration 19Q: 3 clusters Score -207255.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -207272.375000 Penalty: 2719.825439
	Iteration 20F: 3 clusters Score -207272.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -207287.765625 Penalty: 2719.825439
	Iteration 21Q: 3 clusters Score -207287.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -207303.796875 Penalty: 2719.825439
	Iteration 22Q: 3 clusters Score -207303.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -207315.328125 Penalty: 2719.825439
	Iteration 23Q: 3 clusters Score -207315.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -207321.484375 Penalty: 2719.825439
	Iteration 24Q: 3 clusters Score -207321.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -207324.515625 Penalty: 2719.825439
	Iteration 25Q: 3 clusters Score -207324.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -207329.843750 Penalty: 2719.825439
	Iteration 26Q: 3 clusters Score -207329.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -207333.484375 Penalty: 2719.825439
	Iteration 27Q: 3 clusters Score -207333.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -207334.828125 Penalty: 2719.825439
	Iteration 28Q: 3 clusters Score -207334.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -207335.828125 Penalty: 2719.825439
	Iteration 29Q: 3 clusters Score -207335.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -207337.046875 Penalty: 2719.825439
	Iteration 30Q: 3 clusters Score -207337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -207338.812500 Penalty: 2719.825439
	Iteration 31Q: 3 clusters Score -207338.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -207339.781250 Penalty: 2719.825439
	Iteration 32Q: 3 clusters Score -207339.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -207340.406250 Penalty: 2719.825439
	Iteration 33Q: 3 clusters Score -207340.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -207342.015625 Penalty: 2719.825439
	Iteration 34Q: 3 clusters Score -207342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -207343.093750 Penalty: 2719.825439
	Iteration 35Q: 3 clusters Score -207343.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -207343.296875 Penalty: 2719.825439
	Iteration 36Q: 3 clusters Score -207343.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -207343.296875 Penalty: 2719.825439
	Iteration 37F: 3 clusters Score -207343.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 96197 members 
Mstep: Class 3 contains 4832 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 2305 members 
Mstep: Class 6 contains 18129 members 
Mstep: Class 7 contains 10061 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 7881 members 
Mstep: Class 10 contains 99889 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 7178 members 
Mstep: Class 14 contains 8817 members 
Mstep: Class 15 contains 8572 members 
Mstep: Class 16 contains 5508 members 
Mstep: Class 17 contains 80127 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6757 members 
Mstep: Class 21 contains 196429 members 
Mstep: Class 22 contains 1710 members 
Mstep: Class 23 contains 19208 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 8216 members 
Mstep: Class 26 contains 4310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35934644.000000 Penalty: 56928.328125
Iteration 279Q: 27 clusters Score -3.593464e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 96207 members 
Mstep: Class 3 contains 4832 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 18150 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60811 members 
Mstep: Class 9 contains 7879 members 
Mstep: Class 10 contains 99888 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3340 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 8816 members 
Mstep: Class 15 contains 8571 members 
Mstep: Class 16 contains 5506 members 
Mstep: Class 17 contains 80088 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6752 members 
Mstep: Class 21 contains 196423 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 19165 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 8223 members 
Mstep: Class 26 contains 4381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35934716.000000 Penalty: 56928.328125
Iteration 280F: 27 clusters Score -3.593472e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 96208 members 
Mstep: Class 3 contains 4829 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 18187 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 60811 members 
Mstep: Class 9 contains 7878 members 
Mstep: Class 10 contains 99887 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3342 members 
Mstep: Class 13 contains 7186 members 
Mstep: Class 14 contains 8816 members 
Mstep: Class 15 contains 8572 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 80069 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6746 members 
Mstep: Class 21 contains 196407 members 
Mstep: Class 22 contains 1700 members 
Mstep: Class 23 contains 19114 members 
Mstep: Class 24 contains 7886 members 
Mstep: Class 25 contains 8233 members 
Mstep: Class 26 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35934832.000000 Penalty: 56928.328125
Iteration 281Q: 27 clusters Score -3.593483e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 96207 members 
Mstep: Class 3 contains 4823 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 18210 members 
Mstep: Class 7 contains 10063 members 
Mstep: Class 8 contains 60811 members 
Mstep: Class 9 contains 7877 members 
Mstep: Class 10 contains 99878 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 7184 members 
Mstep: Class 14 contains 8818 members 
Mstep: Class 15 contains 8570 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 80062 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6740 members 
Mstep: Class 21 contains 196406 members 
Mstep: Class 22 contains 1699 members 
Mstep: Class 23 contains 19087 members 
Mstep: Class 24 contains 7888 members 
Mstep: Class 25 contains 8240 members 
Mstep: Class 26 contains 4473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35934836.000000 Penalty: 56928.328125
Iteration 282Q: 27 clusters Score -3.593484e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 96206 members 
Mstep: Class 3 contains 4829 members 
Mstep: Class 4 contains 6501 members 
Mstep: Class 5 contains 2366 members 
Mstep: Class 6 contains 18216 members 
Mstep: Class 7 contains 10065 members 
Mstep: Class 8 contains 60810 members 
Mstep: Class 9 contains 7877 members 
Mstep: Class 10 contains 99879 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 7180 members 
Mstep: Class 14 contains 8819 members 
Mstep: Class 15 contains 8565 members 
Mstep: Class 16 contains 5502 members 
Mstep: Class 17 contains 80058 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6738 members 
Mstep: Class 21 contains 196402 members 
Mstep: Class 22 contains 1699 members 
Mstep: Class 23 contains 19068 members 
Mstep: Class 24 contains 7890 members 
Mstep: Class 25 contains 8246 members 
Mstep: Class 26 contains 4491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35934856.000000 Penalty: 56928.328125
Iteration 283Q: 27 clusters Score -3.593486e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 96209 members 
Mstep: Class 3 contains 4830 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2373 members 
Mstep: Class 6 contains 18229 members 
Mstep: Class 7 contains 10065 members 
Mstep: Class 8 contains 60809 members 
Mstep: Class 9 contains 7876 members 
Mstep: Class 10 contains 99872 members 
Mstep: Class 11 contains 28275 members 
Mstep: Class 12 contains 3357 members 
Mstep: Class 13 contains 7179 members 
Mstep: Class 14 contains 8820 members 
Mstep: Class 15 contains 8561 members 
Mstep: Class 16 contains 5502 members 
Mstep: Class 17 contains 80052 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6734 members 
Mstep: Class 21 contains 196392 members 
Mstep: Class 22 contains 1698 members 
Mstep: Class 23 contains 19049 members 
Mstep: Class 24 contains 7890 members 
Mstep: Class 25 contains 8250 members 
Mstep: Class 26 contains 4521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35934884.000000 Penalty: 56928.328125
Iteration 284Q: 27 clusters Score -3.593488e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 96215 members 
Mstep: Class 3 contains 4831 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2374 members 
Mstep: Class 6 contains 18238 members 
Mstep: Class 7 contains 10068 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7875 members 
Mstep: Class 10 contains 99861 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3354 members 
Mstep: Class 13 contains 7178 members 
Mstep: Class 14 contains 8821 members 
Mstep: Class 15 contains 8560 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 80056 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6728 members 
Mstep: Class 21 contains 196384 members 
Mstep: Class 22 contains 1692 members 
Mstep: Class 23 contains 19043 members 
Mstep: Class 24 contains 7890 members 
Mstep: Class 25 contains 8251 members 
Mstep: Class 26 contains 4547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35934876.000000 Penalty: 56928.328125
Iteration 285Q: 27 clusters Score -3.593488e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 96218 members 
Mstep: Class 3 contains 4829 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2376 members 
Mstep: Class 6 contains 18246 members 
Mstep: Class 7 contains 10069 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99855 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3355 members 
Mstep: Class 13 contains 7181 members 
Mstep: Class 14 contains 8822 members 
Mstep: Class 15 contains 8561 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 80060 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6725 members 
Mstep: Class 21 contains 196382 members 
Mstep: Class 22 contains 1691 members 
Mstep: Class 23 contains 19023 members 
Mstep: Class 24 contains 7891 members 
Mstep: Class 25 contains 8254 members 
Mstep: Class 26 contains 4560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35934876.000000 Penalty: 56928.328125
Iteration 286Q: 27 clusters Score -3.593488e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 96225 members 
Mstep: Class 3 contains 4828 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2373 members 
Mstep: Class 6 contains 18256 members 
Mstep: Class 7 contains 10069 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99849 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3359 members 
Mstep: Class 13 contains 7181 members 
Mstep: Class 14 contains 8822 members 
Mstep: Class 15 contains 8563 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 80059 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6719 members 
Mstep: Class 21 contains 196379 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 19015 members 
Mstep: Class 24 contains 7891 members 
Mstep: Class 25 contains 8254 members 
Mstep: Class 26 contains 4571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35934892.000000 Penalty: 56928.328125
Iteration 287Q: 27 clusters Score -3.593489e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 96226 members 
Mstep: Class 3 contains 4826 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2369 members 
Mstep: Class 6 contains 18265 members 
Mstep: Class 7 contains 10069 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99846 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3360 members 
Mstep: Class 13 contains 7182 members 
Mstep: Class 14 contains 8822 members 
Mstep: Class 15 contains 8564 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 80053 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6716 members 
Mstep: Class 21 contains 196373 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 19014 members 
Mstep: Class 24 contains 7891 members 
Mstep: Class 25 contains 8254 members 
Mstep: Class 26 contains 4584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35934940.000000 Penalty: 56928.328125
Iteration 288Q: 27 clusters Score -3.593494e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 96230 members 
Mstep: Class 3 contains 4827 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2366 members 
Mstep: Class 6 contains 18264 members 
Mstep: Class 7 contains 10069 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99844 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3359 members 
Mstep: Class 13 contains 7183 members 
Mstep: Class 14 contains 8822 members 
Mstep: Class 15 contains 8566 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 80047 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196374 members 
Mstep: Class 22 contains 1691 members 
Mstep: Class 23 contains 19011 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8256 members 
Mstep: Class 26 contains 4588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935012.000000 Penalty: 56928.328125
Iteration 289Q: 27 clusters Score -3.593501e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 96230 members 
Mstep: Class 3 contains 4826 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2364 members 
Mstep: Class 6 contains 18271 members 
Mstep: Class 7 contains 10069 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99841 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3359 members 
Mstep: Class 13 contains 7185 members 
Mstep: Class 14 contains 8822 members 
Mstep: Class 15 contains 8567 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 80047 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6713 members 
Mstep: Class 21 contains 196370 members 
Mstep: Class 22 contains 1691 members 
Mstep: Class 23 contains 19008 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8257 members 
Mstep: Class 26 contains 4590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935020.000000 Penalty: 56928.328125
Iteration 290Q: 27 clusters Score -3.593502e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 96232 members 
Mstep: Class 3 contains 4826 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 18276 members 
Mstep: Class 7 contains 10069 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99838 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3358 members 
Mstep: Class 13 contains 7190 members 
Mstep: Class 14 contains 8822 members 
Mstep: Class 15 contains 8569 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 80045 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196368 members 
Mstep: Class 22 contains 1691 members 
Mstep: Class 23 contains 18998 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8257 members 
Mstep: Class 26 contains 4595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935012.000000 Penalty: 56928.328125
Iteration 291Q: 27 clusters Score -3.593501e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 96234 members 
Mstep: Class 3 contains 4826 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2365 members 
Mstep: Class 6 contains 18279 members 
Mstep: Class 7 contains 10069 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99835 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3357 members 
Mstep: Class 13 contains 7195 members 
Mstep: Class 14 contains 8822 members 
Mstep: Class 15 contains 8570 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 80043 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196366 members 
Mstep: Class 22 contains 1691 members 
Mstep: Class 23 contains 18992 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8257 members 
Mstep: Class 26 contains 4596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935024.000000 Penalty: 56928.328125
Iteration 292Q: 27 clusters Score -3.593502e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 96235 members 
Mstep: Class 3 contains 4826 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2368 members 
Mstep: Class 6 contains 18282 members 
Mstep: Class 7 contains 10069 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99832 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3355 members 
Mstep: Class 13 contains 7197 members 
Mstep: Class 14 contains 8822 members 
Mstep: Class 15 contains 8570 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 80044 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196370 members 
Mstep: Class 22 contains 1691 members 
Mstep: Class 23 contains 18982 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8258 members 
Mstep: Class 26 contains 4597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935056.000000 Penalty: 56928.328125
Iteration 293Q: 27 clusters Score -3.593506e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 96236 members 
Mstep: Class 3 contains 4825 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2369 members 
Mstep: Class 6 contains 18286 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99829 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3354 members 
Mstep: Class 13 contains 7198 members 
Mstep: Class 14 contains 8822 members 
Mstep: Class 15 contains 8571 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 80047 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196368 members 
Mstep: Class 22 contains 1690 members 
Mstep: Class 23 contains 18976 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8259 members 
Mstep: Class 26 contains 4597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935092.000000 Penalty: 56928.328125
Iteration 294Q: 27 clusters Score -3.593509e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 96236 members 
Mstep: Class 3 contains 4825 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2369 members 
Mstep: Class 6 contains 18292 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99830 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3354 members 
Mstep: Class 13 contains 7200 members 
Mstep: Class 14 contains 8822 members 
Mstep: Class 15 contains 8572 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 80047 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196372 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 18963 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8260 members 
Mstep: Class 26 contains 4596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935124.000000 Penalty: 56928.328125
Iteration 295Q: 27 clusters Score -3.593512e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 96236 members 
Mstep: Class 3 contains 4826 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2368 members 
Mstep: Class 6 contains 18303 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99830 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3354 members 
Mstep: Class 13 contains 7200 members 
Mstep: Class 14 contains 8822 members 
Mstep: Class 15 contains 8572 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 80047 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196371 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 18951 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8260 members 
Mstep: Class 26 contains 4598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935112.000000 Penalty: 56928.328125
Iteration 296Q: 27 clusters Score -3.593511e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 96233 members 
Mstep: Class 3 contains 4826 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 18308 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99831 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3354 members 
Mstep: Class 13 contains 7201 members 
Mstep: Class 14 contains 8822 members 
Mstep: Class 15 contains 8572 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 80050 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196369 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 18946 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8259 members 
Mstep: Class 26 contains 4600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935064.000000 Penalty: 56928.328125
Iteration 297Q: 27 clusters Score -3.593506e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 96233 members 
Mstep: Class 3 contains 4826 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 18316 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99831 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3354 members 
Mstep: Class 13 contains 7201 members 
Mstep: Class 14 contains 8822 members 
Mstep: Class 15 contains 8572 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 80048 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196367 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 18940 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8258 members 
Mstep: Class 26 contains 4603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935084.000000 Penalty: 56928.328125
Iteration 298Q: 27 clusters Score -3.593508e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 96233 members 
Mstep: Class 3 contains 4826 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2366 members 
Mstep: Class 6 contains 18327 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99830 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3354 members 
Mstep: Class 13 contains 7202 members 
Mstep: Class 14 contains 8822 members 
Mstep: Class 15 contains 8572 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 80049 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196368 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 18928 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8256 members 
Mstep: Class 26 contains 4605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935088.000000 Penalty: 56928.328125
Iteration 299Q: 27 clusters Score -3.593509e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 96233 members 
Mstep: Class 3 contains 4825 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2366 members 
Mstep: Class 6 contains 18336 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99830 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3355 members 
Mstep: Class 13 contains 7205 members 
Mstep: Class 14 contains 8822 members 
Mstep: Class 15 contains 8572 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 80051 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196366 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 18916 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8254 members 
Mstep: Class 26 contains 4606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935116.000000 Penalty: 56928.328125
Iteration 300F: 27 clusters Score -3.593512e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 96233 members 
Mstep: Class 3 contains 4823 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2366 members 
Mstep: Class 6 contains 18344 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99828 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3355 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 14 contains 8822 members 
Mstep: Class 15 contains 8570 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 80055 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196363 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 18907 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8256 members 
Mstep: Class 26 contains 4608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935116.000000 Penalty: 56928.328125
Iteration 301Q: 27 clusters Score -3.593512e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 96233 members 
Mstep: Class 3 contains 4822 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2366 members 
Mstep: Class 6 contains 18348 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99825 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3354 members 
Mstep: Class 13 contains 7208 members 
Mstep: Class 14 contains 8822 members 
Mstep: Class 15 contains 8570 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 80062 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196362 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 18901 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8256 members 
Mstep: Class 26 contains 4608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935072.000000 Penalty: 56928.328125
Iteration 302Q: 27 clusters Score -3.593507e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 96233 members 
Mstep: Class 3 contains 4822 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2366 members 
Mstep: Class 6 contains 18351 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99823 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 7208 members 
Mstep: Class 14 contains 8822 members 
Mstep: Class 15 contains 8569 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 80063 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196363 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 18900 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8257 members 
Mstep: Class 26 contains 4608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935120.000000 Penalty: 56928.328125
Iteration 303Q: 27 clusters Score -3.593512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 96233 members 
Mstep: Class 3 contains 4823 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 18354 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99822 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 7208 members 
Mstep: Class 14 contains 8822 members 
Mstep: Class 15 contains 8570 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 80062 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196365 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 18895 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8256 members 
Mstep: Class 26 contains 4609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935124.000000 Penalty: 56928.328125
Iteration 304Q: 27 clusters Score -3.593512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 96233 members 
Mstep: Class 3 contains 4823 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 18358 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99822 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 7208 members 
Mstep: Class 14 contains 8822 members 
Mstep: Class 15 contains 8567 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 80062 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196367 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 18891 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8257 members 
Mstep: Class 26 contains 4609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935128.000000 Penalty: 56928.328125
Iteration 305Q: 27 clusters Score -3.593513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 96233 members 
Mstep: Class 3 contains 4823 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 18360 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99821 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 7208 members 
Mstep: Class 14 contains 8822 members 
Mstep: Class 15 contains 8567 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 80063 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196367 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 18887 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8258 members 
Mstep: Class 26 contains 4610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935112.000000 Penalty: 56928.328125
Iteration 306Q: 27 clusters Score -3.593511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 96233 members 
Mstep: Class 3 contains 4823 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2368 members 
Mstep: Class 6 contains 18362 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99821 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 7208 members 
Mstep: Class 14 contains 8821 members 
Mstep: Class 15 contains 8567 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 80063 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196368 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 18883 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8258 members 
Mstep: Class 26 contains 4611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935116.000000 Penalty: 56928.328125
Iteration 307Q: 27 clusters Score -3.593512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 96233 members 
Mstep: Class 3 contains 4823 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2368 members 
Mstep: Class 6 contains 18367 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99822 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 14 contains 8821 members 
Mstep: Class 15 contains 8568 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 80064 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196367 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 18878 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8258 members 
Mstep: Class 26 contains 4611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935132.000000 Penalty: 56928.328125
Iteration 308Q: 27 clusters Score -3.593513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 96233 members 
Mstep: Class 3 contains 4822 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2369 members 
Mstep: Class 6 contains 18372 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99823 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 14 contains 8821 members 
Mstep: Class 15 contains 8569 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 80066 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196367 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 18870 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8258 members 
Mstep: Class 26 contains 4611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935136.000000 Penalty: 56928.328125
Iteration 309Q: 27 clusters Score -3.593514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 96233 members 
Mstep: Class 3 contains 4822 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2369 members 
Mstep: Class 6 contains 18375 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99822 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 14 contains 8821 members 
Mstep: Class 15 contains 8569 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 80066 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196366 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 18869 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8258 members 
Mstep: Class 26 contains 4612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935136.000000 Penalty: 56928.328125
Iteration 310Q: 27 clusters Score -3.593514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 96233 members 
Mstep: Class 3 contains 4822 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2370 members 
Mstep: Class 6 contains 18379 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99822 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 14 contains 8821 members 
Mstep: Class 15 contains 8569 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 80065 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196367 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 18865 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8258 members 
Mstep: Class 26 contains 4612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935104.000000 Penalty: 56928.328125
Iteration 311Q: 27 clusters Score -3.59351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 96233 members 
Mstep: Class 3 contains 4822 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2370 members 
Mstep: Class 6 contains 18380 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99821 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 14 contains 8821 members 
Mstep: Class 15 contains 8569 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 80066 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196367 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 18863 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8258 members 
Mstep: Class 26 contains 4613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935120.000000 Penalty: 56928.328125
Iteration 312Q: 27 clusters Score -3.593512e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 96233 members 
Mstep: Class 3 contains 4822 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2370 members 
Mstep: Class 6 contains 18382 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99822 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 14 contains 8821 members 
Mstep: Class 15 contains 8569 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 80066 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196367 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 18862 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8258 members 
Mstep: Class 26 contains 4613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935120.000000 Penalty: 56928.328125
Iteration 313Q: 27 clusters Score -3.593512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 96233 members 
Mstep: Class 3 contains 4822 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2370 members 
Mstep: Class 6 contains 18383 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99822 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 14 contains 8821 members 
Mstep: Class 15 contains 8569 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 80067 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196367 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 18860 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8258 members 
Mstep: Class 26 contains 4613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935136.000000 Penalty: 56928.328125
Iteration 314Q: 27 clusters Score -3.593514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 96233 members 
Mstep: Class 3 contains 4822 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2370 members 
Mstep: Class 6 contains 18383 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99822 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 14 contains 8821 members 
Mstep: Class 15 contains 8569 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 80067 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196367 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 18860 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8258 members 
Mstep: Class 26 contains 4613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935136.000000 Penalty: 56928.328125
Iteration 315F: 27 clusters Score -3.593514e+07 nChanged 0
Entering ConstructFrom: 
Score: -35935136.000000 Penalty: 56928.328125
Entering ConstructFrom: 
Trying to split cluster 1 (5512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Entering Unmasked Estep 
Score: -260676.046875 Penalty: 1399.885986
	Iteration 0F: 2 clusters Score -260676 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 2715 members 
Entering Unmasked Estep 
Score: -256398.734375 Penalty: 2799.771973
	Iteration 0F: 3 clusters Score -256398.7 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -257630.390625 Penalty: 2799.771973
	Iteration 1F: 3 clusters Score -257630.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -257886.812500 Penalty: 2799.771973
	Iteration 2F: 3 clusters Score -257886.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -258070.640625 Penalty: 2799.771973
	Iteration 3F: 3 clusters Score -258070.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -258200.671875 Penalty: 2799.771973
	Iteration 4Q: 3 clusters Score -258200.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -258319.968750 Penalty: 2799.771973
	Iteration 5Q: 3 clusters Score -258320 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -258438.484375 Penalty: 2799.771973
	Iteration 6Q: 3 clusters Score -258438.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -258579.000000 Penalty: 2799.771973
	Iteration 7Q: 3 clusters Score -258579 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -258723.578125 Penalty: 2799.771973
	Iteration 8Q: 3 clusters Score -258723.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -258847.015625 Penalty: 2799.771973
	Iteration 9Q: 3 clusters Score -258847 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -258953.468750 Penalty: 2799.771973
	Iteration 10Q: 3 clusters Score -258953.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -259042.734375 Penalty: 2799.771973
	Iteration 11Q: 3 clusters Score -259042.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -259129.031250 Penalty: 2799.771973
	Iteration 12Q: 3 clusters Score -259129 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -259215.484375 Penalty: 2799.771973
	Iteration 13Q: 3 clusters Score -259215.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -259319.718750 Penalty: 2799.771973
	Iteration 14Q: 3 clusters Score -259319.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -259416.687500 Penalty: 2799.771973
	Iteration 15Q: 3 clusters Score -259416.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -259517.875000 Penalty: 2799.771973
	Iteration 16Q: 3 clusters Score -259517.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -259628.171875 Penalty: 2799.771973
	Iteration 17Q: 3 clusters Score -259628.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -259762.281250 Penalty: 2799.771973
	Iteration 18Q: 3 clusters Score -259762.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -259885.750000 Penalty: 2799.771973
	Iteration 19Q: 3 clusters Score -259885.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -259981.468750 Penalty: 2799.771973
	Iteration 20F: 3 clusters Score -259981.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -260070.687500 Penalty: 2799.771973
	Iteration 21Q: 3 clusters Score -260070.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -260137.328125 Penalty: 2799.771973
	Iteration 22Q: 3 clusters Score -260137.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -260192.031250 Penalty: 2799.771973
	Iteration 23Q: 3 clusters Score -260192 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -260229.078125 Penalty: 2799.771973
	Iteration 24Q: 3 clusters Score -260229.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -260256.453125 Penalty: 2799.771973
	Iteration 25Q: 3 clusters Score -260256.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -260279.765625 Penalty: 2799.771973
	Iteration 26Q: 3 clusters Score -260279.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -260298.656250 Penalty: 2799.771973
	Iteration 27Q: 3 clusters Score -260298.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -260318.343750 Penalty: 2799.771973
	Iteration 28Q: 3 clusters Score -260318.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -260347.281250 Penalty: 2799.771973
	Iteration 29Q: 3 clusters Score -260347.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -260377.546875 Penalty: 2799.771973
	Iteration 30Q: 3 clusters Score -260377.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -260402.671875 Penalty: 2799.771973
	Iteration 31Q: 3 clusters Score -260402.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -260413.421875 Penalty: 2799.771973
	Iteration 32Q: 3 clusters Score -260413.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -260418.046875 Penalty: 2799.771973
	Iteration 33Q: 3 clusters Score -260418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -260423.750000 Penalty: 2799.771973
	Iteration 34Q: 3 clusters Score -260423.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -260425.203125 Penalty: 2799.771973
	Iteration 35Q: 3 clusters Score -260425.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -260427.484375 Penalty: 2799.771973
	Iteration 36Q: 3 clusters Score -260427.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -260428.187500 Penalty: 2799.771973
	Iteration 37Q: 3 clusters Score -260428.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -260427.921875 Penalty: 2799.771973
	Iteration 38Q: 3 clusters Score -260427.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -260428.453125 Penalty: 2799.771973
	Iteration 39Q: 3 clusters Score -260428.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -260428.625000 Penalty: 2799.771973
	Iteration 40F: 3 clusters Score -260428.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -260428.828125 Penalty: 2799.771973
	Iteration 41Q: 3 clusters Score -260428.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -260430.171875 Penalty: 2799.771973
	Iteration 42Q: 3 clusters Score -260430.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -260431.937500 Penalty: 2799.771973
	Iteration 43Q: 3 clusters Score -260431.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -260432.921875 Penalty: 2799.771973
	Iteration 44Q: 3 clusters Score -260432.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -260435.218750 Penalty: 2799.771973
	Iteration 45Q: 3 clusters Score -260435.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -260437.343750 Penalty: 2799.771973
	Iteration 46Q: 3 clusters Score -260437.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -260438.625000 Penalty: 2799.771973
	Iteration 47Q: 3 clusters Score -260438.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -260439.250000 Penalty: 2799.771973
	Iteration 48Q: 3 clusters Score -260439.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -260439.875000 Penalty: 2799.771973
	Iteration 49Q: 3 clusters Score -260439.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -260440.328125 Penalty: 2799.771973
	Iteration 50Q: 3 clusters Score -260440.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -260440.328125 Penalty: 2799.771973
	Iteration 51F: 3 clusters Score -260440.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (96233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96233 members 
Entering Unmasked Estep 
Score: -5110518.500000 Penalty: 1864.610718
	Iteration 0F: 2 clusters Score -5110518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48066 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -5046419.000000 Penalty: 3729.221436
	Iteration 0F: 3 clusters Score -5046419 nChanged 45851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -5073774.500000 Penalty: 3729.221436
	Iteration 1F: 3 clusters Score -5073774 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 50009 members 
Entering Unmasked Estep 
Score: -5075183.500000 Penalty: 3729.221436
	Iteration 2Q: 3 clusters Score -5075184 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 51489 members 
Entering Unmasked Estep 
Score: -5077041.500000 Penalty: 3729.221436
	Iteration 3Q: 3 clusters Score -5077042 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 53561 members 
Entering Unmasked Estep 
Score: -5079578.500000 Penalty: 3729.221436
	Iteration 4F: 3 clusters Score -5079578 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 56234 members 
Entering Unmasked Estep 
Score: -5082747.000000 Penalty: 3729.221436
	Iteration 5F: 3 clusters Score -5082747 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 59352 members 
Entering Unmasked Estep 
Score: -5086565.000000 Penalty: 3729.221436
	Iteration 6F: 3 clusters Score -5086565 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 62379 members 
Entering Unmasked Estep 
Score: -5090346.000000 Penalty: 3729.221436
	Iteration 7F: 3 clusters Score -5090346 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 64906 members 
Entering Unmasked Estep 
Score: -5093844.000000 Penalty: 3729.221436
	Iteration 8F: 3 clusters Score -5093844 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 66664 members 
Entering Unmasked Estep 
Score: -5096839.000000 Penalty: 3729.221436
	Iteration 9F: 3 clusters Score -5096839 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 67859 members 
Entering Unmasked Estep 
Score: -5099198.500000 Penalty: 3729.221436
	Iteration 10Q: 3 clusters Score -5099198 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 68772 members 
Entering Unmasked Estep 
Score: -5100730.500000 Penalty: 3729.221436
	Iteration 11Q: 3 clusters Score -5100730 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 69644 members 
Entering Unmasked Estep 
Score: -5101669.500000 Penalty: 3729.221436
	Iteration 12Q: 3 clusters Score -5101670 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 70501 members 
Entering Unmasked Estep 
Score: -5102319.500000 Penalty: 3729.221436
	Iteration 13Q: 3 clusters Score -5102320 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 71464 members 
Entering Unmasked Estep 
Score: -5102940.000000 Penalty: 3729.221436
	Iteration 14Q: 3 clusters Score -5102940 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 72511 members 
Entering Unmasked Estep 
Score: -5103460.500000 Penalty: 3729.221436
	Iteration 15Q: 3 clusters Score -5103460 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 73636 members 
Entering Unmasked Estep 
Score: -5104054.500000 Penalty: 3729.221436
	Iteration 16Q: 3 clusters Score -5104054 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 74834 members 
Entering Unmasked Estep 
Score: -5104708.500000 Penalty: 3729.221436
	Iteration 17Q: 3 clusters Score -5104708 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 76100 members 
Entering Unmasked Estep 
Score: -5105468.500000 Penalty: 3729.221436
	Iteration 18Q: 3 clusters Score -5105468 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 77348 members 
Entering Unmasked Estep 
Score: -5106255.000000 Penalty: 3729.221436
	Iteration 19Q: 3 clusters Score -5106255 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 78606 members 
Entering Unmasked Estep 
Score: -5107051.500000 Penalty: 3729.221436
	Iteration 20F: 3 clusters Score -5107052 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 79745 members 
Entering Unmasked Estep 
Score: -5107750.500000 Penalty: 3729.221436
	Iteration 21Q: 3 clusters Score -5107750 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 80761 members 
Entering Unmasked Estep 
Score: -5108383.500000 Penalty: 3729.221436
	Iteration 22Q: 3 clusters Score -5108384 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 81700 members 
Entering Unmasked Estep 
Score: -5108945.500000 Penalty: 3729.221436
	Iteration 23Q: 3 clusters Score -5108946 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 82504 members 
Entering Unmasked Estep 
Score: -5109406.000000 Penalty: 3729.221436
	Iteration 24Q: 3 clusters Score -5109406 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 83217 members 
Entering Unmasked Estep 
Score: -5109712.500000 Penalty: 3729.221436
	Iteration 25Q: 3 clusters Score -5109712 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 83805 members 
Entering Unmasked Estep 
Score: -5109926.500000 Penalty: 3729.221436
	Iteration 26Q: 3 clusters Score -5109926 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 84258 members 
Entering Unmasked Estep 
Score: -5110090.000000 Penalty: 3729.221436
	Iteration 27Q: 3 clusters Score -5110090 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 84662 members 
Entering Unmasked Estep 
Score: -5110176.500000 Penalty: 3729.221436
	Iteration 28Q: 3 clusters Score -5110176 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 85031 members 
Entering Unmasked Estep 
Score: -5110233.000000 Penalty: 3729.221436
	Iteration 29Q: 3 clusters Score -5110233 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 85395 members 
Entering Unmasked Estep 
Score: -5110334.000000 Penalty: 3729.221436
	Iteration 30Q: 3 clusters Score -5110334 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 85709 members 
Entering Unmasked Estep 
Score: -5110338.000000 Penalty: 3729.221436
	Iteration 31Q: 3 clusters Score -5110338 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 85961 members 
Entering Unmasked Estep 
Score: -5110368.000000 Penalty: 3729.221436
	Iteration 32Q: 3 clusters Score -5110368 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 86168 members 
Entering Unmasked Estep 
Score: -5110413.000000 Penalty: 3729.221436
	Iteration 33Q: 3 clusters Score -5110413 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 86369 members 
Entering Unmasked Estep 
Score: -5110432.500000 Penalty: 3729.221436
	Iteration 34Q: 3 clusters Score -5110432 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 86536 members 
Entering Unmasked Estep 
Score: -5110438.500000 Penalty: 3729.221436
	Iteration 35Q: 3 clusters Score -5110438 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 86680 members 
Entering Unmasked Estep 
Score: -5110477.000000 Penalty: 3729.221436
	Iteration 36Q: 3 clusters Score -5110477 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 86809 members 
Entering Unmasked Estep 
Score: -5110490.500000 Penalty: 3729.221436
	Iteration 37Q: 3 clusters Score -5110490 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 86930 members 
Entering Unmasked Estep 
Score: -5110481.500000 Penalty: 3729.221436
	Iteration 38Q: 3 clusters Score -5110482 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 87050 members 
Entering Unmasked Estep 
Score: -5110508.500000 Penalty: 3729.221436
	Iteration 39Q: 3 clusters Score -5110508 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 87161 members 
Entering Unmasked Estep 
Score: -5110517.500000 Penalty: 3729.221436
	Iteration 40F: 3 clusters Score -5110518 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 87258 members 
Entering Unmasked Estep 
Score: -5110543.000000 Penalty: 3729.221436
	Iteration 41Q: 3 clusters Score -5110543 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 87344 members 
Entering Unmasked Estep 
Score: -5110538.500000 Penalty: 3729.221436
	Iteration 42Q: 3 clusters Score -5110538 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 87418 members 
Entering Unmasked Estep 
Score: -5110548.500000 Penalty: 3729.221436
	Iteration 43Q: 3 clusters Score -5110548 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 87490 members 
Entering Unmasked Estep 
Score: -5110562.000000 Penalty: 3729.221436
	Iteration 44Q: 3 clusters Score -5110562 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 87560 members 
Entering Unmasked Estep 
Score: -5110558.000000 Penalty: 3729.221436
	Iteration 45Q: 3 clusters Score -5110558 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 87616 members 
Entering Unmasked Estep 
Score: -5110558.500000 Penalty: 3729.221436
	Iteration 46Q: 3 clusters Score -5110558 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 87669 members 
Entering Unmasked Estep 
Score: -5110565.000000 Penalty: 3729.221436
	Iteration 47Q: 3 clusters Score -5110565 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 87719 members 
Entering Unmasked Estep 
Score: -5110569.000000 Penalty: 3729.221436
	Iteration 48Q: 3 clusters Score -5110569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 87762 members 
Entering Unmasked Estep 
Score: -5110572.500000 Penalty: 3729.221436
	Iteration 49Q: 3 clusters Score -5110572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 87806 members 
Entering Unmasked Estep 
Score: -5110571.000000 Penalty: 3729.221436
	Iteration 50Q: 3 clusters Score -5110571 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 87854 members 
Entering Unmasked Estep 
Score: -5110571.500000 Penalty: 3729.221436
	Iteration 51Q: 3 clusters Score -5110572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 87902 members 
Entering Unmasked Estep 
Score: -5110571.000000 Penalty: 3729.221436
	Iteration 52Q: 3 clusters Score -5110571 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 87943 members 
Entering Unmasked Estep 
Score: -5110572.500000 Penalty: 3729.221436
	Iteration 53Q: 3 clusters Score -5110572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 87985 members 
Entering Unmasked Estep 
Score: -5110579.500000 Penalty: 3729.221436
	Iteration 54Q: 3 clusters Score -5110580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 88013 members 
Entering Unmasked Estep 
Score: -5110577.000000 Penalty: 3729.221436
	Iteration 55Q: 3 clusters Score -5110577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 88037 members 
Entering Unmasked Estep 
Score: -5110574.500000 Penalty: 3729.221436
	Iteration 56Q: 3 clusters Score -5110574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 88058 members 
Entering Unmasked Estep 
Score: -5110581.500000 Penalty: 3729.221436
	Iteration 57Q: 3 clusters Score -5110582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 88078 members 
Entering Unmasked Estep 
Score: -5110579.000000 Penalty: 3729.221436
	Iteration 58Q: 3 clusters Score -5110579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 88096 members 
Entering Unmasked Estep 
Score: -5110575.500000 Penalty: 3729.221436
	Iteration 59Q: 3 clusters Score -5110576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 88116 members 
Entering Unmasked Estep 
Score: -5110573.000000 Penalty: 3729.221436
	Iteration 60F: 3 clusters Score -5110573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 88125 members 
Entering Unmasked Estep 
Score: -5110574.000000 Penalty: 3729.221436
	Iteration 61Q: 3 clusters Score -5110574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 88130 members 
Entering Unmasked Estep 
Score: -5110567.500000 Penalty: 3729.221436
	Iteration 62Q: 3 clusters Score -5110568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 88135 members 
Entering Unmasked Estep 
Score: -5110570.000000 Penalty: 3729.221436
	Iteration 63Q: 3 clusters Score -5110570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 88136 members 
Entering Unmasked Estep 
Score: -5110568.500000 Penalty: 3729.221436
	Iteration 64Q: 3 clusters Score -5110568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 88139 members 
Entering Unmasked Estep 
Score: -5110572.500000 Penalty: 3729.221436
	Iteration 65Q: 3 clusters Score -5110572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 88144 members 
Entering Unmasked Estep 
Score: -5110575.500000 Penalty: 3729.221436
	Iteration 66Q: 3 clusters Score -5110576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 88146 members 
Entering Unmasked Estep 
Score: -5110575.500000 Penalty: 3729.221436
	Iteration 67Q: 3 clusters Score -5110576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 88148 members 
Entering Unmasked Estep 
Score: -5110575.500000 Penalty: 3729.221436
	Iteration 68Q: 3 clusters Score -5110576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 88152 members 
Entering Unmasked Estep 
Score: -5110573.000000 Penalty: 3729.221436
	Iteration 69Q: 3 clusters Score -5110573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 88153 members 
Entering Unmasked Estep 
Score: -5110575.500000 Penalty: 3729.221436
	Iteration 70Q: 3 clusters Score -5110576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 88155 members 
Entering Unmasked Estep 
Score: -5110579.500000 Penalty: 3729.221436
	Iteration 71Q: 3 clusters Score -5110580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 88158 members 
Entering Unmasked Estep 
Score: -5110574.000000 Penalty: 3729.221436
	Iteration 72Q: 3 clusters Score -5110574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 88158 members 
Entering Unmasked Estep 
Score: -5110574.000000 Penalty: 3729.221436
	Iteration 73F: 3 clusters Score -5110574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 8075 members 
Mstep: Class 3 contains 4822 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2370 members 
Mstep: Class 6 contains 18383 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99822 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 14 contains 8821 members 
Mstep: Class 15 contains 8569 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 80067 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196367 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 18860 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8258 members 
Mstep: Class 26 contains 4613 members 
Mstep: Class 27 contains 88158 members 
Entering Unmasked Estep 
Score: -35934528.000000 Penalty: 59117.878906
Splitting cluster 2 changes total score from -35935136.000000 to -35934528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (4822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Entering Unmasked Estep 
Score: -237343.703125 Penalty: 1378.153320
	Iteration 0F: 2 clusters Score -237343.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -233517.203125 Penalty: 2756.306641
	Iteration 0F: 3 clusters Score -233517.2 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -234616.328125 Penalty: 2756.306641
	Iteration 1F: 3 clusters Score -234616.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -234875.328125 Penalty: 2756.306641
	Iteration 2F: 3 clusters Score -234875.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -235099.250000 Penalty: 2756.306641
	Iteration 3F: 3 clusters Score -235099.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -235343.812500 Penalty: 2756.306641
	Iteration 4F: 3 clusters Score -235343.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -235554.671875 Penalty: 2756.306641
	Iteration 5F: 3 clusters Score -235554.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -235760.093750 Penalty: 2756.306641
	Iteration 6F: 3 clusters Score -235760.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -235980.906250 Penalty: 2756.306641
	Iteration 7F: 3 clusters Score -235980.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -236177.125000 Penalty: 2756.306641
	Iteration 8F: 3 clusters Score -236177.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -236304.343750 Penalty: 2756.306641
	Iteration 9Q: 3 clusters Score -236304.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -236427.296875 Penalty: 2756.306641
	Iteration 10Q: 3 clusters Score -236427.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -236527.375000 Penalty: 2756.306641
	Iteration 11Q: 3 clusters Score -236527.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -236625.546875 Penalty: 2756.306641
	Iteration 12Q: 3 clusters Score -236625.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -236713.406250 Penalty: 2756.306641
	Iteration 13Q: 3 clusters Score -236713.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -236794.125000 Penalty: 2756.306641
	Iteration 14Q: 3 clusters Score -236794.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -236857.265625 Penalty: 2756.306641
	Iteration 15Q: 3 clusters Score -236857.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -236915.390625 Penalty: 2756.306641
	Iteration 16Q: 3 clusters Score -236915.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -236956.578125 Penalty: 2756.306641
	Iteration 17Q: 3 clusters Score -236956.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -236992.015625 Penalty: 2756.306641
	Iteration 18Q: 3 clusters Score -236992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -237021.437500 Penalty: 2756.306641
	Iteration 19Q: 3 clusters Score -237021.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -237043.718750 Penalty: 2756.306641
	Iteration 20F: 3 clusters Score -237043.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -237062.171875 Penalty: 2756.306641
	Iteration 21Q: 3 clusters Score -237062.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -237084.109375 Penalty: 2756.306641
	Iteration 22Q: 3 clusters Score -237084.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -237097.328125 Penalty: 2756.306641
	Iteration 23Q: 3 clusters Score -237097.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -237111.609375 Penalty: 2756.306641
	Iteration 24Q: 3 clusters Score -237111.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -237119.796875 Penalty: 2756.306641
	Iteration 25Q: 3 clusters Score -237119.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -237124.500000 Penalty: 2756.306641
	Iteration 26Q: 3 clusters Score -237124.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -237129.437500 Penalty: 2756.306641
	Iteration 27Q: 3 clusters Score -237129.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -237134.937500 Penalty: 2756.306641
	Iteration 28Q: 3 clusters Score -237134.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -237140.843750 Penalty: 2756.306641
	Iteration 29Q: 3 clusters Score -237140.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -237142.578125 Penalty: 2756.306641
	Iteration 30Q: 3 clusters Score -237142.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -237143.359375 Penalty: 2756.306641
	Iteration 31Q: 3 clusters Score -237143.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -237144.734375 Penalty: 2756.306641
	Iteration 32Q: 3 clusters Score -237144.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -237144.765625 Penalty: 2756.306641
	Iteration 33Q: 3 clusters Score -237144.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -237144.765625 Penalty: 2756.306641
	Iteration 34F: 3 clusters Score -237144.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Entering Unmasked Estep 
Score: -341369.718750 Penalty: 1426.728149
	Iteration 0F: 2 clusters Score -341369.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -336463.562500 Penalty: 2853.456299
	Iteration 0F: 3 clusters Score -336463.6 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -337852.468750 Penalty: 2853.456299
	Iteration 1F: 3 clusters Score -337852.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -338136.500000 Penalty: 2853.456299
	Iteration 2F: 3 clusters Score -338136.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -338363.250000 Penalty: 2853.456299
	Iteration 3F: 3 clusters Score -338363.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -338570.125000 Penalty: 2853.456299
	Iteration 4F: 3 clusters Score -338570.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -338769.406250 Penalty: 2853.456299
	Iteration 5Q: 3 clusters Score -338769.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -339020.781250 Penalty: 2853.456299
	Iteration 6F: 3 clusters Score -339020.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -339282.531250 Penalty: 2853.456299
	Iteration 7F: 3 clusters Score -339282.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -339508.468750 Penalty: 2853.456299
	Iteration 8Q: 3 clusters Score -339508.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -339685.437500 Penalty: 2853.456299
	Iteration 9Q: 3 clusters Score -339685.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -339819.625000 Penalty: 2853.456299
	Iteration 10Q: 3 clusters Score -339819.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -339910.468750 Penalty: 2853.456299
	Iteration 11Q: 3 clusters Score -339910.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -339980.531250 Penalty: 2853.456299
	Iteration 12Q: 3 clusters Score -339980.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -340027.250000 Penalty: 2853.456299
	Iteration 13Q: 3 clusters Score -340027.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -340051.312500 Penalty: 2853.456299
	Iteration 14Q: 3 clusters Score -340051.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -340066.687500 Penalty: 2853.456299
	Iteration 15Q: 3 clusters Score -340066.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -340079.500000 Penalty: 2853.456299
	Iteration 16Q: 3 clusters Score -340079.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -340089.125000 Penalty: 2853.456299
	Iteration 17Q: 3 clusters Score -340089.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -340102.531250 Penalty: 2853.456299
	Iteration 18Q: 3 clusters Score -340102.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -340104.937500 Penalty: 2853.456299
	Iteration 19Q: 3 clusters Score -340104.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -340112.156250 Penalty: 2853.456299
	Iteration 20F: 3 clusters Score -340112.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -340116.906250 Penalty: 2853.456299
	Iteration 21Q: 3 clusters Score -340116.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -340120.187500 Penalty: 2853.456299
	Iteration 22Q: 3 clusters Score -340120.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -340126.562500 Penalty: 2853.456299
	Iteration 23Q: 3 clusters Score -340126.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -340128.093750 Penalty: 2853.456299
	Iteration 24Q: 3 clusters Score -340128.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -340129.531250 Penalty: 2853.456299
	Iteration 25Q: 3 clusters Score -340129.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -340135.125000 Penalty: 2853.456299
	Iteration 26Q: 3 clusters Score -340135.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -340140.093750 Penalty: 2853.456299
	Iteration 27Q: 3 clusters Score -340140.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -340143.531250 Penalty: 2853.456299
	Iteration 28Q: 3 clusters Score -340143.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -340144.875000 Penalty: 2853.456299
	Iteration 29Q: 3 clusters Score -340144.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -340144.875000 Penalty: 2853.456299
	Iteration 30F: 3 clusters Score -340144.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Entering Unmasked Estep 
Score: -109820.671875 Penalty: 1262.729858
	Iteration 0F: 2 clusters Score -109820.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -107508.062500 Penalty: 2525.459717
	Iteration 0F: 3 clusters Score -107508.1 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -108072.953125 Penalty: 2525.459717
	Iteration 1F: 3 clusters Score -108073 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -108278.046875 Penalty: 2525.459717
	Iteration 2F: 3 clusters Score -108278 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -108480.460938 Penalty: 2525.459717
	Iteration 3F: 3 clusters Score -108480.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -108661.156250 Penalty: 2525.459717
	Iteration 4F: 3 clusters Score -108661.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -108801.617188 Penalty: 2525.459717
	Iteration 5F: 3 clusters Score -108801.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -108900.140625 Penalty: 2525.459717
	Iteration 6Q: 3 clusters Score -108900.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -108978.835938 Penalty: 2525.459717
	Iteration 7Q: 3 clusters Score -108978.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -109048.460938 Penalty: 2525.459717
	Iteration 8Q: 3 clusters Score -109048.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -109120.617188 Penalty: 2525.459717
	Iteration 9Q: 3 clusters Score -109120.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -109179.718750 Penalty: 2525.459717
	Iteration 10Q: 3 clusters Score -109179.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -109259.125000 Penalty: 2525.459717
	Iteration 11Q: 3 clusters Score -109259.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -109334.507812 Penalty: 2525.459717
	Iteration 12Q: 3 clusters Score -109334.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -109376.679688 Penalty: 2525.459717
	Iteration 13Q: 3 clusters Score -109376.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -109395.007812 Penalty: 2525.459717
	Iteration 14Q: 3 clusters Score -109395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -109407.210938 Penalty: 2525.459717
	Iteration 15Q: 3 clusters Score -109407.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -109414.750000 Penalty: 2525.459717
	Iteration 16Q: 3 clusters Score -109414.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -109420.953125 Penalty: 2525.459717
	Iteration 17Q: 3 clusters Score -109421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -109423.429688 Penalty: 2525.459717
	Iteration 18Q: 3 clusters Score -109423.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -109425.593750 Penalty: 2525.459717
	Iteration 19Q: 3 clusters Score -109425.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -109430.210938 Penalty: 2525.459717
	Iteration 20F: 3 clusters Score -109430.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -109432.039062 Penalty: 2525.459717
	Iteration 21Q: 3 clusters Score -109432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -109432.734375 Penalty: 2525.459717
	Iteration 22Q: 3 clusters Score -109432.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -109433.960938 Penalty: 2525.459717
	Iteration 23Q: 3 clusters Score -109434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -109435.304688 Penalty: 2525.459717
	Iteration 24Q: 3 clusters Score -109435.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -109435.406250 Penalty: 2525.459717
	Iteration 25Q: 3 clusters Score -109435.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -109435.406250 Penalty: 2525.459717
	Iteration 26F: 3 clusters Score -109435.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Entering Unmasked Estep 
Score: -954934.000000 Penalty: 1595.616943
	Iteration 0F: 2 clusters Score -954934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -942359.812500 Penalty: 3191.233887
	Iteration 0F: 3 clusters Score -942359.8 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -946947.625000 Penalty: 3191.233887
	Iteration 1F: 3 clusters Score -946947.6 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -947463.500000 Penalty: 3191.233887
	Iteration 2F: 3 clusters Score -947463.5 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -948068.437500 Penalty: 3191.233887
	Iteration 3F: 3 clusters Score -948068.4 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -948735.625000 Penalty: 3191.233887
	Iteration 4F: 3 clusters Score -948735.6 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -949581.187500 Penalty: 3191.233887
	Iteration 5F: 3 clusters Score -949581.2 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -950576.562500 Penalty: 3191.233887
	Iteration 6F: 3 clusters Score -950576.6 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -951490.250000 Penalty: 3191.233887
	Iteration 7F: 3 clusters Score -951490.2 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -952176.687500 Penalty: 3191.233887
	Iteration 8Q: 3 clusters Score -952176.7 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -952641.875000 Penalty: 3191.233887
	Iteration 9Q: 3 clusters Score -952641.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -952918.437500 Penalty: 3191.233887
	Iteration 10Q: 3 clusters Score -952918.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -953084.000000 Penalty: 3191.233887
	Iteration 11Q: 3 clusters Score -953084 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -953214.250000 Penalty: 3191.233887
	Iteration 12Q: 3 clusters Score -953214.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -953319.250000 Penalty: 3191.233887
	Iteration 13Q: 3 clusters Score -953319.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -953401.625000 Penalty: 3191.233887
	Iteration 14Q: 3 clusters Score -953401.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -953457.375000 Penalty: 3191.233887
	Iteration 15Q: 3 clusters Score -953457.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -953505.500000 Penalty: 3191.233887
	Iteration 16Q: 3 clusters Score -953505.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -953555.687500 Penalty: 3191.233887
	Iteration 17Q: 3 clusters Score -953555.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -953612.812500 Penalty: 3191.233887
	Iteration 18Q: 3 clusters Score -953612.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -953673.187500 Penalty: 3191.233887
	Iteration 19Q: 3 clusters Score -953673.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -953728.750000 Penalty: 3191.233887
	Iteration 20F: 3 clusters Score -953728.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -953779.187500 Penalty: 3191.233887
	Iteration 21Q: 3 clusters Score -953779.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -953815.500000 Penalty: 3191.233887
	Iteration 22Q: 3 clusters Score -953815.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -953850.812500 Penalty: 3191.233887
	Iteration 23Q: 3 clusters Score -953850.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -953877.687500 Penalty: 3191.233887
	Iteration 24Q: 3 clusters Score -953877.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -953899.750000 Penalty: 3191.233887
	Iteration 25Q: 3 clusters Score -953899.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -953920.750000 Penalty: 3191.233887
	Iteration 26Q: 3 clusters Score -953920.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -953939.750000 Penalty: 3191.233887
	Iteration 27Q: 3 clusters Score -953939.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -953961.187500 Penalty: 3191.233887
	Iteration 28Q: 3 clusters Score -953961.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -953979.250000 Penalty: 3191.233887
	Iteration 29Q: 3 clusters Score -953979.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -953991.375000 Penalty: 3191.233887
	Iteration 30Q: 3 clusters Score -953991.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -954001.562500 Penalty: 3191.233887
	Iteration 31Q: 3 clusters Score -954001.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -954008.875000 Penalty: 3191.233887
	Iteration 32Q: 3 clusters Score -954008.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -954020.625000 Penalty: 3191.233887
	Iteration 33Q: 3 clusters Score -954020.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -954023.125000 Penalty: 3191.233887
	Iteration 34Q: 3 clusters Score -954023.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -954029.062500 Penalty: 3191.233887
	Iteration 35Q: 3 clusters Score -954029.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -954031.687500 Penalty: 3191.233887
	Iteration 36Q: 3 clusters Score -954031.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -954034.000000 Penalty: 3191.233887
	Iteration 37Q: 3 clusters Score -954034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -954033.437500 Penalty: 3191.233887
	Iteration 38Q: 3 clusters Score -954033.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -954035.875000 Penalty: 3191.233887
	Iteration 39Q: 3 clusters Score -954035.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -954035.875000 Penalty: 3191.233887
	Iteration 40F: 3 clusters Score -954035.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -954036.687500 Penalty: 3191.233887
	Iteration 41Q: 3 clusters Score -954036.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -954038.187500 Penalty: 3191.233887
	Iteration 42Q: 3 clusters Score -954038.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -954039.250000 Penalty: 3191.233887
	Iteration 43Q: 3 clusters Score -954039.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -954039.500000 Penalty: 3191.233887
	Iteration 44Q: 3 clusters Score -954039.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -954038.500000 Penalty: 3191.233887
	Iteration 45Q: 3 clusters Score -954038.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -954040.625000 Penalty: 3191.233887
	Iteration 46Q: 3 clusters Score -954040.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -954042.625000 Penalty: 3191.233887
	Iteration 47Q: 3 clusters Score -954042.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -954042.312500 Penalty: 3191.233887
	Iteration 48Q: 3 clusters Score -954042.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -954043.187500 Penalty: 3191.233887
	Iteration 49Q: 3 clusters Score -954043.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -954046.250000 Penalty: 3191.233887
	Iteration 50Q: 3 clusters Score -954046.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -954047.812500 Penalty: 3191.233887
	Iteration 51Q: 3 clusters Score -954047.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -954048.312500 Penalty: 3191.233887
	Iteration 52Q: 3 clusters Score -954048.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -954050.625000 Penalty: 3191.233887
	Iteration 53Q: 3 clusters Score -954050.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -954054.812500 Penalty: 3191.233887
	Iteration 54Q: 3 clusters Score -954054.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -954058.875000 Penalty: 3191.233887
	Iteration 55Q: 3 clusters Score -954058.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -954060.875000 Penalty: 3191.233887
	Iteration 56Q: 3 clusters Score -954060.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -954061.687500 Penalty: 3191.233887
	Iteration 57Q: 3 clusters Score -954061.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -954063.937500 Penalty: 3191.233887
	Iteration 58Q: 3 clusters Score -954063.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -954070.000000 Penalty: 3191.233887
	Iteration 59Q: 3 clusters Score -954070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -954070.812500 Penalty: 3191.233887
	Iteration 60F: 3 clusters Score -954070.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -954070.250000 Penalty: 3191.233887
	Iteration 61Q: 3 clusters Score -954070.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -954077.437500 Penalty: 3191.233887
	Iteration 62Q: 3 clusters Score -954077.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -954081.375000 Penalty: 3191.233887
	Iteration 63Q: 3 clusters Score -954081.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -954082.187500 Penalty: 3191.233887
	Iteration 64Q: 3 clusters Score -954082.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -954083.375000 Penalty: 3191.233887
	Iteration 65Q: 3 clusters Score -954083.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -954083.750000 Penalty: 3191.233887
	Iteration 66Q: 3 clusters Score -954083.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -954085.625000 Penalty: 3191.233887
	Iteration 67Q: 3 clusters Score -954085.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -954085.062500 Penalty: 3191.233887
	Iteration 68Q: 3 clusters Score -954085.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -954085.000000 Penalty: 3191.233887
	Iteration 69Q: 3 clusters Score -954085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -954085.625000 Penalty: 3191.233887
	Iteration 70Q: 3 clusters Score -954085.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -954085.437500 Penalty: 3191.233887
	Iteration 71Q: 3 clusters Score -954085.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -954084.812500 Penalty: 3191.233887
	Iteration 72Q: 3 clusters Score -954084.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -954084.937500 Penalty: 3191.233887
	Iteration 73Q: 3 clusters Score -954084.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -954086.250000 Penalty: 3191.233887
	Iteration 74Q: 3 clusters Score -954086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -954085.250000 Penalty: 3191.233887
	Iteration 75Q: 3 clusters Score -954085.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -954084.937500 Penalty: 3191.233887
	Iteration 76Q: 3 clusters Score -954084.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -954085.312500 Penalty: 3191.233887
	Iteration 77Q: 3 clusters Score -954085.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -954085.687500 Penalty: 3191.233887
	Iteration 78Q: 3 clusters Score -954085.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -954085.687500 Penalty: 3191.233887
	Iteration 79F: 3 clusters Score -954085.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Entering Unmasked Estep 
Score: -460765.656250 Penalty: 1497.813843
	Iteration 0F: 2 clusters Score -460765.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -453523.562500 Penalty: 2995.627686
	Iteration 0F: 3 clusters Score -453523.6 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -456132.968750 Penalty: 2995.627686
	Iteration 1F: 3 clusters Score -456133 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -456771.500000 Penalty: 2995.627686
	Iteration 2F: 3 clusters Score -456771.5 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -457555.656250 Penalty: 2995.627686
	Iteration 3F: 3 clusters Score -457555.7 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -458401.343750 Penalty: 2995.627686
	Iteration 4F: 3 clusters Score -458401.3 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -459028.593750 Penalty: 2995.627686
	Iteration 5F: 3 clusters Score -459028.6 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -459535.562500 Penalty: 2995.627686
	Iteration 6F: 3 clusters Score -459535.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -459960.375000 Penalty: 2995.627686
	Iteration 7Q: 3 clusters Score -459960.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -460292.312500 Penalty: 2995.627686
	Iteration 8Q: 3 clusters Score -460292.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -460526.937500 Penalty: 2995.627686
	Iteration 9Q: 3 clusters Score -460526.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -460678.000000 Penalty: 2995.627686
	Iteration 10Q: 3 clusters Score -460678 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -460772.875000 Penalty: 2995.627686
	Iteration 11Q: 3 clusters Score -460772.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -460830.843750 Penalty: 2995.627686
	Iteration 12Q: 3 clusters Score -460830.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -460857.375000 Penalty: 2995.627686
	Iteration 13Q: 3 clusters Score -460857.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -460879.718750 Penalty: 2995.627686
	Iteration 14Q: 3 clusters Score -460879.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -460891.718750 Penalty: 2995.627686
	Iteration 15Q: 3 clusters Score -460891.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -460899.625000 Penalty: 2995.627686
	Iteration 16Q: 3 clusters Score -460899.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -460902.343750 Penalty: 2995.627686
	Iteration 17Q: 3 clusters Score -460902.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -460904.406250 Penalty: 2995.627686
	Iteration 18Q: 3 clusters Score -460904.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -460910.750000 Penalty: 2995.627686
	Iteration 19Q: 3 clusters Score -460910.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -460916.781250 Penalty: 2995.627686
	Iteration 20F: 3 clusters Score -460916.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -460923.156250 Penalty: 2995.627686
	Iteration 21Q: 3 clusters Score -460923.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -460929.750000 Penalty: 2995.627686
	Iteration 22Q: 3 clusters Score -460929.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -460936.156250 Penalty: 2995.627686
	Iteration 23Q: 3 clusters Score -460936.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -460938.593750 Penalty: 2995.627686
	Iteration 24Q: 3 clusters Score -460938.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -460942.937500 Penalty: 2995.627686
	Iteration 25Q: 3 clusters Score -460942.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -460944.687500 Penalty: 2995.627686
	Iteration 26Q: 3 clusters Score -460944.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -460946.625000 Penalty: 2995.627686
	Iteration 27Q: 3 clusters Score -460946.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -460948.562500 Penalty: 2995.627686
	Iteration 28Q: 3 clusters Score -460948.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -460951.218750 Penalty: 2995.627686
	Iteration 29Q: 3 clusters Score -460951.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -460953.406250 Penalty: 2995.627686
	Iteration 30Q: 3 clusters Score -460953.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -460953.875000 Penalty: 2995.627686
	Iteration 31Q: 3 clusters Score -460953.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -460954.031250 Penalty: 2995.627686
	Iteration 32Q: 3 clusters Score -460954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -460955.750000 Penalty: 2995.627686
	Iteration 33Q: 3 clusters Score -460955.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -460954.468750 Penalty: 2995.627686
	Iteration 34Q: 3 clusters Score -460954.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -460957.062500 Penalty: 2995.627686
	Iteration 35Q: 3 clusters Score -460957.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -460958.500000 Penalty: 2995.627686
	Iteration 36Q: 3 clusters Score -460958.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -460959.218750 Penalty: 2995.627686
	Iteration 37Q: 3 clusters Score -460959.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -460959.218750 Penalty: 2995.627686
	Iteration 38F: 3 clusters Score -460959.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 96233 members 
Mstep: Class 3 contains 4822 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2370 members 
Mstep: Class 6 contains 18383 members 
Mstep: Class 7 contains 746 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99822 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 14 contains 8821 members 
Mstep: Class 15 contains 8569 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 80067 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196367 members 
Mstep: Class 22 contains 1689 members 
Mstep: Class 23 contains 18860 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8258 members 
Mstep: Class 26 contains 4613 members 
Mstep: Class 27 contains 9324 members 
Entering Unmasked Estep 
Score: -35934556.000000 Penalty: 59117.878906
Splitting cluster 7 changes total score from -35935136.000000 to -35934556.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (60808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60808 members 
Entering Unmasked Estep 
Score: -3258194.000000 Penalty: 1790.014893
	Iteration 0F: 2 clusters Score -3258194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -3217479.000000 Penalty: 3580.029785
	Iteration 0F: 3 clusters Score -3217479 nChanged 28692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -3233922.500000 Penalty: 3580.029785
	Iteration 1F: 3 clusters Score -3233922 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -3234369.500000 Penalty: 3580.029785
	Iteration 2Q: 3 clusters Score -3234370 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -3234882.000000 Penalty: 3580.029785
	Iteration 3Q: 3 clusters Score -3234882 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -3235421.750000 Penalty: 3580.029785
	Iteration 4Q: 3 clusters Score -3235422 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -3236050.250000 Penalty: 3580.029785
	Iteration 5Q: 3 clusters Score -3236050 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -3236867.500000 Penalty: 3580.029785
	Iteration 6Q: 3 clusters Score -3236868 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -3237893.750000 Penalty: 3580.029785
	Iteration 7Q: 3 clusters Score -3237894 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -3239219.500000 Penalty: 3580.029785
	Iteration 8Q: 3 clusters Score -3239220 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -3241024.750000 Penalty: 3580.029785
	Iteration 9Q: 3 clusters Score -3241025 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -3243389.500000 Penalty: 3580.029785
	Iteration 10F: 3 clusters Score -3243390 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -3246185.000000 Penalty: 3580.029785
	Iteration 11F: 3 clusters Score -3246185 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -3248913.500000 Penalty: 3580.029785
	Iteration 12F: 3 clusters Score -3248914 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 53126 members 
Entering Unmasked Estep 
Score: -3251442.000000 Penalty: 3580.029785
	Iteration 13F: 3 clusters Score -3251442 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 55480 members 
Entering Unmasked Estep 
Score: -3253354.500000 Penalty: 3580.029785
	Iteration 14Q: 3 clusters Score -3253354 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 57100 members 
Entering Unmasked Estep 
Score: -3254597.500000 Penalty: 3580.029785
	Iteration 15Q: 3 clusters Score -3254598 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 58184 members 
Entering Unmasked Estep 
Score: -3255391.250000 Penalty: 3580.029785
	Iteration 16Q: 3 clusters Score -3255391 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 58893 members 
Entering Unmasked Estep 
Score: -3255877.500000 Penalty: 3580.029785
	Iteration 17Q: 3 clusters Score -3255878 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 59307 members 
Entering Unmasked Estep 
Score: -3256131.250000 Penalty: 3580.029785
	Iteration 18Q: 3 clusters Score -3256131 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 59571 members 
Entering Unmasked Estep 
Score: -3256284.500000 Penalty: 3580.029785
	Iteration 19Q: 3 clusters Score -3256284 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 59758 members 
Entering Unmasked Estep 
Score: -3256406.250000 Penalty: 3580.029785
	Iteration 20F: 3 clusters Score -3256406 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 59868 members 
Entering Unmasked Estep 
Score: -3256465.000000 Penalty: 3580.029785
	Iteration 21Q: 3 clusters Score -3256465 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 59941 members 
Entering Unmasked Estep 
Score: -3256507.750000 Penalty: 3580.029785
	Iteration 22Q: 3 clusters Score -3256508 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 59998 members 
Entering Unmasked Estep 
Score: -3256536.500000 Penalty: 3580.029785
	Iteration 23Q: 3 clusters Score -3256536 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 60044 members 
Entering Unmasked Estep 
Score: -3256569.000000 Penalty: 3580.029785
	Iteration 24Q: 3 clusters Score -3256569 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 60075 members 
Entering Unmasked Estep 
Score: -3256599.500000 Penalty: 3580.029785
	Iteration 25Q: 3 clusters Score -3256600 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 60114 members 
Entering Unmasked Estep 
Score: -3256626.750000 Penalty: 3580.029785
	Iteration 26Q: 3 clusters Score -3256627 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 60149 members 
Entering Unmasked Estep 
Score: -3256641.250000 Penalty: 3580.029785
	Iteration 27Q: 3 clusters Score -3256641 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 60179 members 
Entering Unmasked Estep 
Score: -3256663.000000 Penalty: 3580.029785
	Iteration 28Q: 3 clusters Score -3256663 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 60198 members 
Entering Unmasked Estep 
Score: -3256673.000000 Penalty: 3580.029785
	Iteration 29Q: 3 clusters Score -3256673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 60218 members 
Entering Unmasked Estep 
Score: -3256691.500000 Penalty: 3580.029785
	Iteration 30Q: 3 clusters Score -3256692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 60237 members 
Entering Unmasked Estep 
Score: -3256701.250000 Penalty: 3580.029785
	Iteration 31Q: 3 clusters Score -3256701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 60244 members 
Entering Unmasked Estep 
Score: -3256713.000000 Penalty: 3580.029785
	Iteration 32Q: 3 clusters Score -3256713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 60250 members 
Entering Unmasked Estep 
Score: -3256716.750000 Penalty: 3580.029785
	Iteration 33Q: 3 clusters Score -3256717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 60257 members 
Entering Unmasked Estep 
Score: -3256724.250000 Penalty: 3580.029785
	Iteration 34Q: 3 clusters Score -3256724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 60264 members 
Entering Unmasked Estep 
Score: -3256728.250000 Penalty: 3580.029785
	Iteration 35Q: 3 clusters Score -3256728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 60268 members 
Entering Unmasked Estep 
Score: -3256728.750000 Penalty: 3580.029785
	Iteration 36Q: 3 clusters Score -3256729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 60274 members 
Entering Unmasked Estep 
Score: -3256737.500000 Penalty: 3580.029785
	Iteration 37Q: 3 clusters Score -3256738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 60279 members 
Entering Unmasked Estep 
Score: -3256743.250000 Penalty: 3580.029785
	Iteration 38Q: 3 clusters Score -3256743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 60280 members 
Entering Unmasked Estep 
Score: -3256745.750000 Penalty: 3580.029785
	Iteration 39Q: 3 clusters Score -3256746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 60284 members 
Entering Unmasked Estep 
Score: -3256747.000000 Penalty: 3580.029785
	Iteration 40F: 3 clusters Score -3256747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 60291 members 
Entering Unmasked Estep 
Score: -3256754.250000 Penalty: 3580.029785
	Iteration 41Q: 3 clusters Score -3256754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 60293 members 
Entering Unmasked Estep 
Score: -3256757.500000 Penalty: 3580.029785
	Iteration 42Q: 3 clusters Score -3256758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 60300 members 
Entering Unmasked Estep 
Score: -3256760.500000 Penalty: 3580.029785
	Iteration 43Q: 3 clusters Score -3256760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 60304 members 
Entering Unmasked Estep 
Score: -3256764.750000 Penalty: 3580.029785
	Iteration 44Q: 3 clusters Score -3256765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 60306 members 
Entering Unmasked Estep 
Score: -3256766.250000 Penalty: 3580.029785
	Iteration 45Q: 3 clusters Score -3256766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 60308 members 
Entering Unmasked Estep 
Score: -3256765.000000 Penalty: 3580.029785
	Iteration 46Q: 3 clusters Score -3256765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 60309 members 
Entering Unmasked Estep 
Score: -3256766.500000 Penalty: 3580.029785
	Iteration 47Q: 3 clusters Score -3256766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 60309 members 
Entering Unmasked Estep 
Score: -3256765.500000 Penalty: 3580.029785
	Iteration 48Q: 3 clusters Score -3256766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 60310 members 
Entering Unmasked Estep 
Score: -3256769.500000 Penalty: 3580.029785
	Iteration 49Q: 3 clusters Score -3256770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 60313 members 
Entering Unmasked Estep 
Score: -3256767.500000 Penalty: 3580.029785
	Iteration 50Q: 3 clusters Score -3256768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 60314 members 
Entering Unmasked Estep 
Score: -3256770.500000 Penalty: 3580.029785
	Iteration 51Q: 3 clusters Score -3256770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 60316 members 
Entering Unmasked Estep 
Score: -3256772.500000 Penalty: 3580.029785
	Iteration 52Q: 3 clusters Score -3256772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 60316 members 
Entering Unmasked Estep 
Score: -3256774.000000 Penalty: 3580.029785
	Iteration 53Q: 3 clusters Score -3256774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 60315 members 
Entering Unmasked Estep 
Score: -3256775.500000 Penalty: 3580.029785
	Iteration 54Q: 3 clusters Score -3256776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 60313 members 
Entering Unmasked Estep 
Score: -3256778.000000 Penalty: 3580.029785
	Iteration 55Q: 3 clusters Score -3256778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -3256778.000000 Penalty: 3580.029785
	Iteration 56Q: 3 clusters Score -3256778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -3256778.000000 Penalty: 3580.029785
	Iteration 57F: 3 clusters Score -3256778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -423290.406250 Penalty: 1457.839722
	Iteration 0F: 2 clusters Score -423290.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -417460.250000 Penalty: 2915.679443
	Iteration 0F: 3 clusters Score -417460.2 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -419310.156250 Penalty: 2915.679443
	Iteration 1F: 3 clusters Score -419310.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -419529.843750 Penalty: 2915.679443
	Iteration 2F: 3 clusters Score -419529.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -419693.843750 Penalty: 2915.679443
	Iteration 3Q: 3 clusters Score -419693.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -419824.781250 Penalty: 2915.679443
	Iteration 4Q: 3 clusters Score -419824.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -419968.812500 Penalty: 2915.679443
	Iteration 5Q: 3 clusters Score -419968.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -420132.750000 Penalty: 2915.679443
	Iteration 6Q: 3 clusters Score -420132.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -420334.250000 Penalty: 2915.679443
	Iteration 7Q: 3 clusters Score -420334.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -420571.218750 Penalty: 2915.679443
	Iteration 8F: 3 clusters Score -420571.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -420822.625000 Penalty: 2915.679443
	Iteration 9Q: 3 clusters Score -420822.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -421084.406250 Penalty: 2915.679443
	Iteration 10Q: 3 clusters Score -421084.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -421341.093750 Penalty: 2915.679443
	Iteration 11Q: 3 clusters Score -421341.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -421550.062500 Penalty: 2915.679443
	Iteration 12Q: 3 clusters Score -421550.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -421716.406250 Penalty: 2915.679443
	Iteration 13Q: 3 clusters Score -421716.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -421825.468750 Penalty: 2915.679443
	Iteration 14Q: 3 clusters Score -421825.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -421901.125000 Penalty: 2915.679443
	Iteration 15Q: 3 clusters Score -421901.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -421943.906250 Penalty: 2915.679443
	Iteration 16Q: 3 clusters Score -421943.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -421966.656250 Penalty: 2915.679443
	Iteration 17Q: 3 clusters Score -421966.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -421974.875000 Penalty: 2915.679443
	Iteration 18Q: 3 clusters Score -421974.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -421982.781250 Penalty: 2915.679443
	Iteration 19Q: 3 clusters Score -421982.8 nChanged 9
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: -421994.250000 Penalty: 2915.679443
	Iteration 20F: 3 clusters Score -421994.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -422002.062500 Penalty: 2915.679443
	Iteration 21Q: 3 clusters Score -422002.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -422003.156250 Penalty: 2915.679443
	Iteration 22Q: 3 clusters Score -422003.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -422006.531250 Penalty: 2915.679443
	Iteration 23Q: 3 clusters Score -422006.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -422011.093750 Penalty: 2915.679443
	Iteration 24Q: 3 clusters Score -422011.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -422011.937500 Penalty: 2915.679443
	Iteration 25Q: 3 clusters Score -422011.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -422011.937500 Penalty: 2915.679443
	Iteration 26F: 3 clusters Score -422011.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (99822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99822 members 
Entering Unmasked Estep 
Score: -5380165.000000 Penalty: 1870.560791
	Iteration 0F: 2 clusters Score -5380165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -5313587.500000 Penalty: 3741.121582
	Iteration 0F: 3 clusters Score -5313588 nChanged 47771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 50548 members 
Entering Unmasked Estep 
Score: -5341458.500000 Penalty: 3741.121582
	Iteration 1F: 3 clusters Score -5341458 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -5342296.000000 Penalty: 3741.121582
	Iteration 2Q: 3 clusters Score -5342296 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48705 members 
Mstep: Class 2 contains 51117 members 
Entering Unmasked Estep 
Score: -5343419.500000 Penalty: 3741.121582
	Iteration 3Q: 3 clusters Score -5343420 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
Score: -5344718.000000 Penalty: 3741.121582
	Iteration 4Q: 3 clusters Score -5344718 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 52071 members 
Entering Unmasked Estep 
Score: -5346670.000000 Penalty: 3741.121582
	Iteration 5Q: 3 clusters Score -5346670 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 52688 members 
Entering Unmasked Estep 
Score: -5349453.000000 Penalty: 3741.121582
	Iteration 6Q: 3 clusters Score -5349453 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46512 members 
Mstep: Class 2 contains 53310 members 
Entering Unmasked Estep 
Score: -5353225.500000 Penalty: 3741.121582
	Iteration 7F: 3 clusters Score -5353226 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 53887 members 
Entering Unmasked Estep 
Score: -5357740.500000 Penalty: 3741.121582
	Iteration 8F: 3 clusters Score -5357740 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 54303 members 
Entering Unmasked Estep 
Score: -5361299.500000 Penalty: 3741.121582
	Iteration 9F: 3 clusters Score -5361300 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 54599 members 
Entering Unmasked Estep 
Score: -5363175.500000 Penalty: 3741.121582
	Iteration 10Q: 3 clusters Score -5363176 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 54858 members 
Entering Unmasked Estep 
Score: -5363919.500000 Penalty: 3741.121582
	Iteration 11Q: 3 clusters Score -5363920 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -5364271.000000 Penalty: 3741.121582
	Iteration 12Q: 3 clusters Score -5364271 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -5364440.500000 Penalty: 3741.121582
	Iteration 13Q: 3 clusters Score -5364440 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 55675 members 
Entering Unmasked Estep 
Score: -5364651.500000 Penalty: 3741.121582
	Iteration 14Q: 3 clusters Score -5364652 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 55949 members 
Entering Unmasked Estep 
Score: -5364839.000000 Penalty: 3741.121582
	Iteration 15Q: 3 clusters Score -5364839 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 56283 members 
Entering Unmasked Estep 
Score: -5365045.500000 Penalty: 3741.121582
	Iteration 16Q: 3 clusters Score -5365046 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 56626 members 
Entering Unmasked Estep 
Score: -5365336.000000 Penalty: 3741.121582
	Iteration 17Q: 3 clusters Score -5365336 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -5365515.500000 Penalty: 3741.121582
	Iteration 18Q: 3 clusters Score -5365516 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 57209 members 
Entering Unmasked Estep 
Score: -5365785.000000 Penalty: 3741.121582
	Iteration 19Q: 3 clusters Score -5365785 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 57473 members 
Entering Unmasked Estep 
Score: -5366049.500000 Penalty: 3741.121582
	Iteration 20F: 3 clusters Score -5366050 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 57739 members 
Entering Unmasked Estep 
Score: -5366343.500000 Penalty: 3741.121582
	Iteration 21Q: 3 clusters Score -5366344 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -5366597.000000 Penalty: 3741.121582
	Iteration 22Q: 3 clusters Score -5366597 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -5366877.000000 Penalty: 3741.121582
	Iteration 23Q: 3 clusters Score -5366877 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 58283 members 
Entering Unmasked Estep 
Score: -5367127.500000 Penalty: 3741.121582
	Iteration 24Q: 3 clusters Score -5367128 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 58377 members 
Entering Unmasked Estep 
Score: -5367422.000000 Penalty: 3741.121582
	Iteration 25Q: 3 clusters Score -5367422 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 58459 members 
Entering Unmasked Estep 
Score: -5367642.000000 Penalty: 3741.121582
	Iteration 26Q: 3 clusters Score -5367642 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 58493 members 
Entering Unmasked Estep 
Score: -5367888.500000 Penalty: 3741.121582
	Iteration 27Q: 3 clusters Score -5367888 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 58539 members 
Entering Unmasked Estep 
Score: -5368097.500000 Penalty: 3741.121582
	Iteration 28Q: 3 clusters Score -5368098 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 58530 members 
Entering Unmasked Estep 
Score: -5368350.000000 Penalty: 3741.121582
	Iteration 29Q: 3 clusters Score -5368350 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 58518 members 
Entering Unmasked Estep 
Score: -5368546.500000 Penalty: 3741.121582
	Iteration 30Q: 3 clusters Score -5368546 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -5368654.000000 Penalty: 3741.121582
	Iteration 31Q: 3 clusters Score -5368654 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 58483 members 
Entering Unmasked Estep 
Score: -5368799.000000 Penalty: 3741.121582
	Iteration 32Q: 3 clusters Score -5368799 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 58445 members 
Entering Unmasked Estep 
Score: -5368870.000000 Penalty: 3741.121582
	Iteration 33Q: 3 clusters Score -5368870 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 58436 members 
Entering Unmasked Estep 
Score: -5368973.500000 Penalty: 3741.121582
	Iteration 34Q: 3 clusters Score -5368974 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 58426 members 
Entering Unmasked Estep 
Score: -5369022.000000 Penalty: 3741.121582
	Iteration 35Q: 3 clusters Score -5369022 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 58425 members 
Entering Unmasked Estep 
Score: -5369072.000000 Penalty: 3741.121582
	Iteration 36Q: 3 clusters Score -5369072 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -5369111.500000 Penalty: 3741.121582
	Iteration 37Q: 3 clusters Score -5369112 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 58554 members 
Entering Unmasked Estep 
Score: -5369129.500000 Penalty: 3741.121582
	Iteration 38Q: 3 clusters Score -5369130 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 58637 members 
Entering Unmasked Estep 
Score: -5369165.500000 Penalty: 3741.121582
	Iteration 39Q: 3 clusters Score -5369166 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 58714 members 
Entering Unmasked Estep 
Score: -5369154.000000 Penalty: 3741.121582
	Iteration 40F: 3 clusters Score -5369154 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 58789 members 
Entering Unmasked Estep 
Score: -5369201.500000 Penalty: 3741.121582
	Iteration 41Q: 3 clusters Score -5369202 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 58846 members 
Entering Unmasked Estep 
Score: -5369225.500000 Penalty: 3741.121582
	Iteration 42Q: 3 clusters Score -5369226 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 58917 members 
Entering Unmasked Estep 
Score: -5369230.000000 Penalty: 3741.121582
	Iteration 43Q: 3 clusters Score -5369230 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 58979 members 
Entering Unmasked Estep 
Score: -5369257.500000 Penalty: 3741.121582
	Iteration 44Q: 3 clusters Score -5369258 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 59021 members 
Entering Unmasked Estep 
Score: -5369291.500000 Penalty: 3741.121582
	Iteration 45Q: 3 clusters Score -5369292 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 59067 members 
Entering Unmasked Estep 
Score: -5369270.000000 Penalty: 3741.121582
	Iteration 46Q: 3 clusters Score -5369270 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 59126 members 
Entering Unmasked Estep 
Score: -5369271.000000 Penalty: 3741.121582
	Iteration 47Q: 3 clusters Score -5369271 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -5369269.500000 Penalty: 3741.121582
	Iteration 48Q: 3 clusters Score -5369270 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 59264 members 
Entering Unmasked Estep 
Score: -5369283.500000 Penalty: 3741.121582
	Iteration 49Q: 3 clusters Score -5369284 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 59313 members 
Entering Unmasked Estep 
Score: -5369279.500000 Penalty: 3741.121582
	Iteration 50Q: 3 clusters Score -5369280 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 59359 members 
Entering Unmasked Estep 
Score: -5369292.000000 Penalty: 3741.121582
	Iteration 51Q: 3 clusters Score -5369292 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 59408 members 
Entering Unmasked Estep 
Score: -5369303.500000 Penalty: 3741.121582
	Iteration 52Q: 3 clusters Score -5369304 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 59473 members 
Entering Unmasked Estep 
Score: -5369303.500000 Penalty: 3741.121582
	Iteration 53Q: 3 clusters Score -5369304 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 59527 members 
Entering Unmasked Estep 
Score: -5369312.000000 Penalty: 3741.121582
	Iteration 54Q: 3 clusters Score -5369312 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 59589 members 
Entering Unmasked Estep 
Score: -5369327.000000 Penalty: 3741.121582
	Iteration 55Q: 3 clusters Score -5369327 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 59667 members 
Entering Unmasked Estep 
Score: -5369328.000000 Penalty: 3741.121582
	Iteration 56Q: 3 clusters Score -5369328 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 59742 members 
Entering Unmasked Estep 
Score: -5369332.500000 Penalty: 3741.121582
	Iteration 57Q: 3 clusters Score -5369332 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 59818 members 
Entering Unmasked Estep 
Score: -5369333.500000 Penalty: 3741.121582
	Iteration 58Q: 3 clusters Score -5369334 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -5369332.000000 Penalty: 3741.121582
	Iteration 59Q: 3 clusters Score -5369332 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 59951 members 
Entering Unmasked Estep 
Score: -5369342.500000 Penalty: 3741.121582
	Iteration 60F: 3 clusters Score -5369342 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 60017 members 
Entering Unmasked Estep 
Score: -5369351.500000 Penalty: 3741.121582
	Iteration 61Q: 3 clusters Score -5369352 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 60105 members 
Entering Unmasked Estep 
Score: -5369354.500000 Penalty: 3741.121582
	Iteration 62Q: 3 clusters Score -5369354 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 60192 members 
Entering Unmasked Estep 
Score: -5369367.000000 Penalty: 3741.121582
	Iteration 63Q: 3 clusters Score -5369367 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 60286 members 
Entering Unmasked Estep 
Score: -5369370.500000 Penalty: 3741.121582
	Iteration 64Q: 3 clusters Score -5369370 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 60395 members 
Entering Unmasked Estep 
Score: -5369337.500000 Penalty: 3741.121582
	Iteration 65Q: 3 clusters Score -5369338 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 60511 members 
Entering Unmasked Estep 
Score: -5369360.000000 Penalty: 3741.121582
	Iteration 66Q: 3 clusters Score -5369360 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 60628 members 
Entering Unmasked Estep 
Score: -5369355.000000 Penalty: 3741.121582
	Iteration 67Q: 3 clusters Score -5369355 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 60746 members 
Entering Unmasked Estep 
Score: -5369350.000000 Penalty: 3741.121582
	Iteration 68Q: 3 clusters Score -5369350 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
Score: -5369343.500000 Penalty: 3741.121582
	Iteration 69Q: 3 clusters Score -5369344 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 60988 members 
Entering Unmasked Estep 
Score: -5369353.000000 Penalty: 3741.121582
	Iteration 70Q: 3 clusters Score -5369353 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 61121 members 
Entering Unmasked Estep 
Score: -5369358.500000 Penalty: 3741.121582
	Iteration 71Q: 3 clusters Score -5369358 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 61256 members 
Entering Unmasked Estep 
Score: -5369354.000000 Penalty: 3741.121582
	Iteration 72Q: 3 clusters Score -5369354 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 61388 members 
Entering Unmasked Estep 
Score: -5369379.000000 Penalty: 3741.121582
	Iteration 73Q: 3 clusters Score -5369379 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 61525 members 
Entering Unmasked Estep 
Score: -5369381.500000 Penalty: 3741.121582
	Iteration 74Q: 3 clusters Score -5369382 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 61670 members 
Entering Unmasked Estep 
Score: -5369385.500000 Penalty: 3741.121582
	Iteration 75Q: 3 clusters Score -5369386 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 61808 members 
Entering Unmasked Estep 
Score: -5369398.500000 Penalty: 3741.121582
	Iteration 76Q: 3 clusters Score -5369398 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -5369412.000000 Penalty: 3741.121582
	Iteration 77Q: 3 clusters Score -5369412 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -5369416.500000 Penalty: 3741.121582
	Iteration 78Q: 3 clusters Score -5369416 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -5369405.000000 Penalty: 3741.121582
	Iteration 79Q: 3 clusters Score -5369405 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 62444 members 
Entering Unmasked Estep 
Score: -5369434.000000 Penalty: 3741.121582
	Iteration 80F: 3 clusters Score -5369434 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 62603 members 
Entering Unmasked Estep 
Score: -5369430.500000 Penalty: 3741.121582
	Iteration 81Q: 3 clusters Score -5369430 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 62779 members 
Entering Unmasked Estep 
Score: -5369434.500000 Penalty: 3741.121582
	Iteration 82Q: 3 clusters Score -5369434 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 62973 members 
Entering Unmasked Estep 
Score: -5369455.500000 Penalty: 3741.121582
	Iteration 83Q: 3 clusters Score -5369456 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 63150 members 
Entering Unmasked Estep 
Score: -5369469.500000 Penalty: 3741.121582
	Iteration 84Q: 3 clusters Score -5369470 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -5369497.000000 Penalty: 3741.121582
	Iteration 85Q: 3 clusters Score -5369497 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 63528 members 
Entering Unmasked Estep 
Score: -5369505.000000 Penalty: 3741.121582
	Iteration 86Q: 3 clusters Score -5369505 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 63732 members 
Entering Unmasked Estep 
Score: -5369500.500000 Penalty: 3741.121582
	Iteration 87Q: 3 clusters Score -5369500 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 63950 members 
Entering Unmasked Estep 
Score: -5369518.000000 Penalty: 3741.121582
	Iteration 88Q: 3 clusters Score -5369518 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 64169 members 
Entering Unmasked Estep 
Score: -5369533.500000 Penalty: 3741.121582
	Iteration 89Q: 3 clusters Score -5369534 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 64366 members 
Entering Unmasked Estep 
Score: -5369526.000000 Penalty: 3741.121582
	Iteration 90Q: 3 clusters Score -5369526 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 64580 members 
Entering Unmasked Estep 
Score: -5369557.500000 Penalty: 3741.121582
	Iteration 91Q: 3 clusters Score -5369558 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 64824 members 
Entering Unmasked Estep 
Score: -5369559.500000 Penalty: 3741.121582
	Iteration 92Q: 3 clusters Score -5369560 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 65092 members 
Entering Unmasked Estep 
Score: -5369584.500000 Penalty: 3741.121582
	Iteration 93Q: 3 clusters Score -5369584 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 65338 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5369618 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 65580 members 
Entering Unmasked Estep 
Score: -5369621.000000 Penalty: 3741.121582
	Iteration 95Q: 3 clusters Score -5369621 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 65817 members 
Entering Unmasked Estep 
Score: -5369619.000000 Penalty: 3741.121582
	Iteration 96Q: 3 clusters Score -5369619 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -5369621.500000 Penalty: 3741.121582
	Iteration 97Q: 3 clusters Score -5369622 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 66311 members 
Entering Unmasked Estep 
Score: -5369656.500000 Penalty: 3741.121582
	Iteration 98Q: 3 clusters Score -5369656 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 66602 members 
Entering Unmasked Estep 
Score: -5369699.000000 Penalty: 3741.121582
	Iteration 99Q: 3 clusters Score -5369699 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 66907 members 
Entering Unmasked Estep 
Score: -5369709.000000 Penalty: 3741.121582
	Iteration 100F: 3 clusters Score -5369709 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 67221 members 
Entering Unmasked Estep 
Score: -5369733.000000 Penalty: 3741.121582
	Iteration 101Q: 3 clusters Score -5369733 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 67528 members 
Entering Unmasked Estep 
Score: -5369748.000000 Penalty: 3741.121582
	Iteration 102Q: 3 clusters Score -5369748 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 67869 members 
Entering Unmasked Estep 
Score: -5369776.500000 Penalty: 3741.121582
	Iteration 103Q: 3 clusters Score -5369776 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 68197 members 
Entering Unmasked Estep 
Score: -5369806.500000 Penalty: 3741.121582
	Iteration 104Q: 3 clusters Score -5369806 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 68560 members 
Entering Unmasked Estep 
Score: -5369857.000000 Penalty: 3741.121582
	Iteration 105Q: 3 clusters Score -5369857 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 68950 members 
Entering Unmasked Estep 
Score: -5369905.500000 Penalty: 3741.121582
	Iteration 106Q: 3 clusters Score -5369906 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 69315 members 
Entering Unmasked Estep 
Score: -5369926.500000 Penalty: 3741.121582
	Iteration 107Q: 3 clusters Score -5369926 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 69668 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5369958 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 70028 members 
Entering Unmasked Estep 
Score: -5369985.000000 Penalty: 3741.121582
	Iteration 109Q: 3 clusters Score -5369985 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 70409 members 
Entering Unmasked Estep 
Score: -5370032.500000 Penalty: 3741.121582
	Iteration 110Q: 3 clusters Score -5370032 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 70791 members 
Entering Unmasked Estep 
Score: -5370054.500000 Penalty: 3741.121582
	Iteration 111Q: 3 clusters Score -5370054 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 71172 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5370078 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 71550 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5370118 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 71962 members 
Entering Unmasked Estep 
Score: -5370167.000000 Penalty: 3741.121582
	Iteration 114Q: 3 clusters Score -5370167 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 72395 members 
Entering Unmasked Estep 
Score: -5370208.000000 Penalty: 3741.121582
	Iteration 115Q: 3 clusters Score -5370208 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 72881 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5370288 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 73365 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5370348 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 73855 members 
Entering Unmasked Estep 
Score: -5370384.000000 Penalty: 3741.121582
	Iteration 118Q: 3 clusters Score -5370384 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 74410 members 
Entering Unmasked Estep 
Score: -5370449.500000 Penalty: 3741.121582
	Iteration 119Q: 3 clusters Score -5370450 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 74950 members 
Entering Unmasked Estep 
Score: -5370518.500000 Penalty: 3741.121582
	Iteration 120F: 3 clusters Score -5370518 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 75537 members 
Entering Unmasked Estep 
Score: -5370620.000000 Penalty: 3741.121582
	Iteration 121Q: 3 clusters Score -5370620 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 76124 members 
Entering Unmasked Estep 
Score: -5370723.500000 Penalty: 3741.121582
	Iteration 122Q: 3 clusters Score -5370724 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 76765 members 
Entering Unmasked Estep 
Score: -5370817.500000 Penalty: 3741.121582
	Iteration 123Q: 3 clusters Score -5370818 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 77446 members 
Entering Unmasked Estep 
Score: -5370935.000000 Penalty: 3741.121582
	Iteration 124Q: 3 clusters Score -5370935 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 78137 members 
Entering Unmasked Estep 
Score: -5371019.000000 Penalty: 3741.121582
	Iteration 125Q: 3 clusters Score -5371019 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 78817 members 
Entering Unmasked Estep 
Score: -5371157.500000 Penalty: 3741.121582
	Iteration 126Q: 3 clusters Score -5371158 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 79510 members 
Entering Unmasked Estep 
Score: -5371263.500000 Penalty: 3741.121582
	Iteration 127Q: 3 clusters Score -5371264 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 80251 members 
Entering Unmasked Estep 
Score: -5371421.500000 Penalty: 3741.121582
	Iteration 128Q: 3 clusters Score -5371422 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 81030 members 
Entering Unmasked Estep 
Score: -5371615.000000 Penalty: 3741.121582
	Iteration 129Q: 3 clusters Score -5371615 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 81878 members 
Entering Unmasked Estep 
Score: -5371776.000000 Penalty: 3741.121582
	Iteration 130Q: 3 clusters Score -5371776 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 82769 members 
Entering Unmasked Estep 
Score: -5371979.500000 Penalty: 3741.121582
	Iteration 131Q: 3 clusters Score -5371980 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 83648 members 
Entering Unmasked Estep 
Score: -5372180.000000 Penalty: 3741.121582
	Iteration 132Q: 3 clusters Score -5372180 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 84542 members 
Entering Unmasked Estep 
Score: -5372372.000000 Penalty: 3741.121582
	Iteration 133Q: 3 clusters Score -5372372 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 85423 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5372608 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 86344 members 
Entering Unmasked Estep 
Score: -5372882.500000 Penalty: 3741.121582
	Iteration 135Q: 3 clusters Score -5372882 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 87265 members 
Entering Unmasked Estep 
Score: -5373124.000000 Penalty: 3741.121582
	Iteration 136Q: 3 clusters Score -5373124 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 88156 members 
Entering Unmasked Estep 
Score: -5373375.000000 Penalty: 3741.121582
	Iteration 137Q: 3 clusters Score -5373375 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 89036 members 
Entering Unmasked Estep 
Score: -5373616.000000 Penalty: 3741.121582
	Iteration 138Q: 3 clusters Score -5373616 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 89931 members 
Entering Unmasked Estep 
Score: -5373930.000000 Penalty: 3741.121582
	Iteration 139Q: 3 clusters Score -5373930 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 90882 members 
Entering Unmasked Estep 
Score: -5374307.500000 Penalty: 3741.121582
	Iteration 140F: 3 clusters Score -5374308 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 91864 members 
Entering Unmasked Estep 
Score: -5374707.500000 Penalty: 3741.121582
	Iteration 141Q: 3 clusters Score -5374708 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 92796 members 
Entering Unmasked Estep 
Score: -5375063.000000 Penalty: 3741.121582
	Iteration 142Q: 3 clusters Score -5375063 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 93725 members 
Entering Unmasked Estep 
Score: -5375471.000000 Penalty: 3741.121582
	Iteration 143Q: 3 clusters Score -5375471 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 94636 members 
Entering Unmasked Estep 
Score: -5375909.500000 Penalty: 3741.121582
	Iteration 144Q: 3 clusters Score -5375910 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 95475 members 
Entering Unmasked Estep 
Score: -5376280.000000 Penalty: 3741.121582
	Iteration 145Q: 3 clusters Score -5376280 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 96236 members 
Entering Unmasked Estep 
Score: -5376678.500000 Penalty: 3741.121582
	Iteration 146Q: 3 clusters Score -5376678 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 96927 members 
Entering Unmasked Estep 
Score: -5377053.000000 Penalty: 3741.121582
	Iteration 147Q: 3 clusters Score -5377053 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 97502 members 
Entering Unmasked Estep 
Score: -5377361.500000 Penalty: 3741.121582
	Iteration 148Q: 3 clusters Score -5377362 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 97956 members 
Entering Unmasked Estep 
Score: -5377606.500000 Penalty: 3741.121582
	Iteration 149Q: 3 clusters Score -5377606 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 98321 members 
Entering Unmasked Estep 
Score: -5377829.500000 Penalty: 3741.121582
	Iteration 150Q: 3 clusters Score -5377830 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 98604 members 
Entering Unmasked Estep 
Score: -5378013.500000 Penalty: 3741.121582
	Iteration 151Q: 3 clusters Score -5378014 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 98820 members 
Entering Unmasked Estep 
Score: -5378139.000000 Penalty: 3741.121582
	Iteration 152Q: 3 clusters Score -5378139 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 98958 members 
Entering Unmasked Estep 
Score: -5378218.500000 Penalty: 3741.121582
	Iteration 153Q: 3 clusters Score -5378218 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 99048 members 
Entering Unmasked Estep 
Score: -5378288.000000 Penalty: 3741.121582
	Iteration 154Q: 3 clusters Score -5378288 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 99130 members 
Entering Unmasked Estep 
Score: -5378357.000000 Penalty: 3741.121582
	Iteration 155Q: 3 clusters Score -5378357 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 99187 members 
Entering Unmasked Estep 
Score: -5378401.000000 Penalty: 3741.121582
	Iteration 156Q: 3 clusters Score -5378401 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 99226 members 
Entering Unmasked Estep 
Score: -5378425.500000 Penalty: 3741.121582
	Iteration 157Q: 3 clusters Score -5378426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 99254 members 
Entering Unmasked Estep 
Score: -5378448.000000 Penalty: 3741.121582
	Iteration 158Q: 3 clusters Score -5378448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 99271 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5378449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 99288 members 
Entering Unmasked Estep 
Score: -5378462.500000 Penalty: 3741.121582
	Iteration 160F: 3 clusters Score -5378462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 99300 members 
Entering Unmasked Estep 
Score: -5378475.500000 Penalty: 3741.121582
	Iteration 161Q: 3 clusters Score -5378476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 99309 members 
Entering Unmasked Estep 
Score: -5378481.000000 Penalty: 3741.121582
	Iteration 162Q: 3 clusters Score -5378481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 99320 members 
Entering Unmasked Estep 
Score: -5378488.000000 Penalty: 3741.121582
	Iteration 163Q: 3 clusters Score -5378488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 99324 members 
Entering Unmasked Estep 
Score: -5378494.500000 Penalty: 3741.121582
	Iteration 164Q: 3 clusters Score -5378494 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 99328 members 
Entering Unmasked Estep 
Score: -5378496.500000 Penalty: 3741.121582
	Iteration 165Q: 3 clusters Score -5378496 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 99334 members 
Entering Unmasked Estep 
Score: -5378504.500000 Penalty: 3741.121582
	Iteration 166Q: 3 clusters Score -5378504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 99340 members 
Entering Unmasked Estep 
Score: -5378504.000000 Penalty: 3741.121582
	Iteration 167Q: 3 clusters Score -5378504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 99350 members 
Entering Unmasked Estep 
Score: -5378511.500000 Penalty: 3741.121582
	Iteration 168Q: 3 clusters Score -5378512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 99356 members 
Entering Unmasked Estep 
Score: -5378517.500000 Penalty: 3741.121582
	Iteration 169Q: 3 clusters Score -5378518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 99363 members 
Entering Unmasked Estep 
Score: -5378523.000000 Penalty: 3741.121582
	Iteration 170Q: 3 clusters Score -5378523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 99366 members 
Entering Unmasked Estep 
Score: -5378523.500000 Penalty: 3741.121582
	Iteration 171Q: 3 clusters Score -5378524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 99372 members 
Entering Unmasked Estep 
Score: -5378528.000000 Penalty: 3741.121582
	Iteration 172Q: 3 clusters Score -5378528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 99375 members 
Entering Unmasked Estep 
Score: -5378536.500000 Penalty: 3741.121582
	Iteration 173Q: 3 clusters Score -5378536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 99378 members 
Entering Unmasked Estep 
Score: -5378539.500000 Penalty: 3741.121582
	Iteration 174Q: 3 clusters Score -5378540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 99382 members 
Entering Unmasked Estep 
Score: -5378543.000000 Penalty: 3741.121582
	Iteration 175Q: 3 clusters Score -5378543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 99386 members 
Entering Unmasked Estep 
Score: -5378541.000000 Penalty: 3741.121582
	Iteration 176Q: 3 clusters Score -5378541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 99389 members 
Entering Unmasked Estep 
Score: -5378544.500000 Penalty: 3741.121582
	Iteration 177Q: 3 clusters Score -5378544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 99394 members 
Entering Unmasked Estep 
Score: -5378541.000000 Penalty: 3741.121582
	Iteration 178Q: 3 clusters Score -5378541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 99396 members 
Entering Unmasked Estep 
Score: -5378545.500000 Penalty: 3741.121582
	Iteration 179Q: 3 clusters Score -5378546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 99398 members 
Entering Unmasked Estep 
Score: -5378549.000000 Penalty: 3741.121582
	Iteration 180F: 3 clusters Score -5378549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 99403 members 
Entering Unmasked Estep 
Score: -5378559.000000 Penalty: 3741.121582
	Iteration 181Q: 3 clusters Score -5378559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 99409 members 
Entering Unmasked Estep 
Score: -5378562.500000 Penalty: 3741.121582
	Iteration 182Q: 3 clusters Score -5378562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 99411 members 
Entering Unmasked Estep 
Score: -5378564.500000 Penalty: 3741.121582
	Iteration 183Q: 3 clusters Score -5378564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 99412 members 
Entering Unmasked Estep 
Score: -5378562.500000 Penalty: 3741.121582
	Iteration 184Q: 3 clusters Score -5378562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 99411 members 
Entering Unmasked Estep 
Score: -5378563.500000 Penalty: 3741.121582
	Iteration 185Q: 3 clusters Score -5378564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 99411 members 
Entering Unmasked Estep 
Score: -5378563.500000 Penalty: 3741.121582
	Iteration 186F: 3 clusters Score -5378564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Entering Unmasked Estep 
Score: -1475472.250000 Penalty: 1665.587402
	Iteration 0F: 2 clusters Score -1475472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1456517.125000 Penalty: 3331.174805
	Iteration 0F: 3 clusters Score -1456517 nChanged 13002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1463646.250000 Penalty: 3331.174805
	Iteration 1F: 3 clusters Score -1463646 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1464109.375000 Penalty: 3331.174805
	Iteration 2Q: 3 clusters Score -1464109 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1464662.000000 Penalty: 3331.174805
	Iteration 3Q: 3 clusters Score -1464662 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1465495.625000 Penalty: 3331.174805
	Iteration 4F: 3 clusters Score -1465496 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1466769.625000 Penalty: 3331.174805
	Iteration 5F: 3 clusters Score -1466770 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1468456.375000 Penalty: 3331.174805
	Iteration 6F: 3 clusters Score -1468456 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1470117.625000 Penalty: 3331.174805
	Iteration 7F: 3 clusters Score -1470118 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1471370.625000 Penalty: 3331.174805
	Iteration 8F: 3 clusters Score -1471371 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1472126.625000 Penalty: 3331.174805
	Iteration 9F: 3 clusters Score -1472127 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1472550.125000 Penalty: 3331.174805
	Iteration 10Q: 3 clusters Score -1472550 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1472835.125000 Penalty: 3331.174805
	Iteration 11Q: 3 clusters Score -1472835 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1473033.125000 Penalty: 3331.174805
	Iteration 12Q: 3 clusters Score -1473033 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1473190.750000 Penalty: 3331.174805
	Iteration 13Q: 3 clusters Score -1473191 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1473318.375000 Penalty: 3331.174805
	Iteration 14Q: 3 clusters Score -1473318 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1473456.000000 Penalty: 3331.174805
	Iteration 15Q: 3 clusters Score -1473456 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1473586.625000 Penalty: 3331.174805
	Iteration 16Q: 3 clusters Score -1473587 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1473717.000000 Penalty: 3331.174805
	Iteration 17Q: 3 clusters Score -1473717 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1473839.500000 Penalty: 3331.174805
	Iteration 18Q: 3 clusters Score -1473840 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1473956.625000 Penalty: 3331.174805
	Iteration 19Q: 3 clusters Score -1473957 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1474064.000000 Penalty: 3331.174805
	Iteration 20F: 3 clusters Score -1474064 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1474158.000000 Penalty: 3331.174805
	Iteration 21Q: 3 clusters Score -1474158 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1474227.500000 Penalty: 3331.174805
	Iteration 22Q: 3 clusters Score -1474228 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1474295.750000 Penalty: 3331.174805
	Iteration 23Q: 3 clusters Score -1474296 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1474334.125000 Penalty: 3331.174805
	Iteration 24Q: 3 clusters Score -1474334 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1474366.500000 Penalty: 3331.174805
	Iteration 25Q: 3 clusters Score -1474366 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1474396.125000 Penalty: 3331.174805
	Iteration 26Q: 3 clusters Score -1474396 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1474408.625000 Penalty: 3331.174805
	Iteration 27Q: 3 clusters Score -1474409 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1474434.500000 Penalty: 3331.174805
	Iteration 28Q: 3 clusters Score -1474434 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1474440.750000 Penalty: 3331.174805
	Iteration 29Q: 3 clusters Score -1474441 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1474450.750000 Penalty: 3331.174805
	Iteration 30Q: 3 clusters Score -1474451 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1474462.250000 Penalty: 3331.174805
	Iteration 31Q: 3 clusters Score -1474462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1474468.625000 Penalty: 3331.174805
	Iteration 32Q: 3 clusters Score -1474469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1474467.000000 Penalty: 3331.174805
	Iteration 33Q: 3 clusters Score -1474467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1474469.250000 Penalty: 3331.174805
	Iteration 34Q: 3 clusters Score -1474469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1474478.625000 Penalty: 3331.174805
	Iteration 35Q: 3 clusters Score -1474479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1474478.500000 Penalty: 3331.174805
	Iteration 36Q: 3 clusters Score -1474478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1474481.125000 Penalty: 3331.174805
	Iteration 37Q: 3 clusters Score -1474481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1474484.875000 Penalty: 3331.174805
	Iteration 38Q: 3 clusters Score -1474485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1474482.875000 Penalty: 3331.174805
	Iteration 39Q: 3 clusters Score -1474483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1474480.375000 Penalty: 3331.174805
	Iteration 40F: 3 clusters Score -1474480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1474484.375000 Penalty: 3331.174805
	Iteration 41Q: 3 clusters Score -1474484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1474486.875000 Penalty: 3331.174805
	Iteration 42Q: 3 clusters Score -1474487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1474485.750000 Penalty: 3331.174805
	Iteration 43Q: 3 clusters Score -1474486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1474486.625000 Penalty: 3331.174805
	Iteration 44Q: 3 clusters Score -1474487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1474483.500000 Penalty: 3331.174805
	Iteration 45Q: 3 clusters Score -1474484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1474483.500000 Penalty: 3331.174805
	Iteration 46F: 3 clusters Score -1474484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -125464.312500 Penalty: 1319.063232
	Iteration 0F: 2 clusters Score -125464.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -122557.023438 Penalty: 2638.126465
	Iteration 0F: 3 clusters Score -122557 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -123618.671875 Penalty: 2638.126465
	Iteration 1F: 3 clusters Score -123618.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -124056.750000 Penalty: 2638.126465
	Iteration 2F: 3 clusters Score -124056.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -124363.578125 Penalty: 2638.126465
	Iteration 3F: 3 clusters Score -124363.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -124591.601562 Penalty: 2638.126465
	Iteration 4F: 3 clusters Score -124591.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -124705.078125 Penalty: 2638.126465
	Iteration 5Q: 3 clusters Score -124705.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -124803.703125 Penalty: 2638.126465
	Iteration 6Q: 3 clusters Score -124803.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -124882.054688 Penalty: 2638.126465
	Iteration 7Q: 3 clusters Score -124882.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -124919.039062 Penalty: 2638.126465
	Iteration 8Q: 3 clusters Score -124919 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -124943.273438 Penalty: 2638.126465
	Iteration 9Q: 3 clusters Score -124943.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -124956.882812 Penalty: 2638.126465
	Iteration 10Q: 3 clusters Score -124956.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -124971.609375 Penalty: 2638.126465
	Iteration 11Q: 3 clusters Score -124971.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -124986.390625 Penalty: 2638.126465
	Iteration 12Q: 3 clusters Score -124986.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -124995.085938 Penalty: 2638.126465
	Iteration 13Q: 3 clusters Score -124995.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -124998.328125 Penalty: 2638.126465
	Iteration 14Q: 3 clusters Score -124998.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -125006.148438 Penalty: 2638.126465
	Iteration 15Q: 3 clusters Score -125006.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -125013.875000 Penalty: 2638.126465
	Iteration 16Q: 3 clusters Score -125013.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -125016.609375 Penalty: 2638.126465
	Iteration 17Q: 3 clusters Score -125016.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -125017.445312 Penalty: 2638.126465
	Iteration 18Q: 3 clusters Score -125017.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -125018.203125 Penalty: 2638.126465
	Iteration 19Q: 3 clusters Score -125018.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -125019.929688 Penalty: 2638.126465
	Iteration 20F: 3 clusters Score -125019.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -125023.390625 Penalty: 2638.126465
	Iteration 21Q: 3 clusters Score -125023.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -125026.718750 Penalty: 2638.126465
	Iteration 22Q: 3 clusters Score -125026.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -125030.914062 Penalty: 2638.126465
	Iteration 23Q: 3 clusters Score -125030.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -125032.937500 Penalty: 2638.126465
	Iteration 24Q: 3 clusters Score -125032.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -125034.546875 Penalty: 2638.126465
	Iteration 25Q: 3 clusters Score -125034.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -125036.570312 Penalty: 2638.126465
	Iteration 26Q: 3 clusters Score -125036.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -125037.312500 Penalty: 2638.126465
	Iteration 27Q: 3 clusters Score -125037.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -125037.757812 Penalty: 2638.126465
	Iteration 28Q: 3 clusters Score -125037.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -125037.960938 Penalty: 2638.126465
	Iteration 29Q: 3 clusters Score -125038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -125037.960938 Penalty: 2638.126465
	Iteration 30F: 3 clusters Score -125038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Entering Unmasked Estep 
Score: -365562.187500 Penalty: 1443.456299
	Iteration 0F: 2 clusters Score -365562.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -360123.062500 Penalty: 2886.912598
	Iteration 0F: 3 clusters Score -360123.1 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -361855.593750 Penalty: 2886.912598
	Iteration 1F: 3 clusters Score -361855.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -362100.312500 Penalty: 2886.912598
	Iteration 2F: 3 clusters Score -362100.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -362288.312500 Penalty: 2886.912598
	Iteration 3F: 3 clusters Score -362288.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -362446.218750 Penalty: 2886.912598
	Iteration 4Q: 3 clusters Score -362446.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -362597.156250 Penalty: 2886.912598
	Iteration 5Q: 3 clusters Score -362597.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -362762.781250 Penalty: 2886.912598
	Iteration 6Q: 3 clusters Score -362762.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -362944.687500 Penalty: 2886.912598
	Iteration 7Q: 3 clusters Score -362944.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -363137.250000 Penalty: 2886.912598
	Iteration 8Q: 3 clusters Score -363137.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -363339.968750 Penalty: 2886.912598
	Iteration 9Q: 3 clusters Score -363340 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -363519.187500 Penalty: 2886.912598
	Iteration 10Q: 3 clusters Score -363519.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -363676.312500 Penalty: 2886.912598
	Iteration 11Q: 3 clusters Score -363676.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -363835.468750 Penalty: 2886.912598
	Iteration 12Q: 3 clusters Score -363835.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -363977.687500 Penalty: 2886.912598
	Iteration 13Q: 3 clusters Score -363977.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -364098.468750 Penalty: 2886.912598
	Iteration 14Q: 3 clusters Score -364098.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -364181.906250 Penalty: 2886.912598
	Iteration 15Q: 3 clusters Score -364181.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -364256.906250 Penalty: 2886.912598
	Iteration 16Q: 3 clusters Score -364256.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -364321.687500 Penalty: 2886.912598
	Iteration 17Q: 3 clusters Score -364321.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -364366.468750 Penalty: 2886.912598
	Iteration 18Q: 3 clusters Score -364366.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -364414.843750 Penalty: 2886.912598
	Iteration 19Q: 3 clusters Score -364414.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -364467.781250 Penalty: 2886.912598
	Iteration 20F: 3 clusters Score -364467.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -364503.500000 Penalty: 2886.912598
	Iteration 21Q: 3 clusters Score -364503.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -364527.000000 Penalty: 2886.912598
	Iteration 22Q: 3 clusters Score -364527 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -364545.937500 Penalty: 2886.912598
	Iteration 23Q: 3 clusters Score -364545.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -364564.781250 Penalty: 2886.912598
	Iteration 24Q: 3 clusters Score -364564.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -364577.593750 Penalty: 2886.912598
	Iteration 25Q: 3 clusters Score -364577.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -364582.468750 Penalty: 2886.912598
	Iteration 26Q: 3 clusters Score -364582.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -364590.312500 Penalty: 2886.912598
	Iteration 27Q: 3 clusters Score -364590.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -364595.375000 Penalty: 2886.912598
	Iteration 28Q: 3 clusters Score -364595.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -364600.062500 Penalty: 2886.912598
	Iteration 29Q: 3 clusters Score -364600.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -364604.468750 Penalty: 2886.912598
	Iteration 30Q: 3 clusters Score -364604.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -364609.031250 Penalty: 2886.912598
	Iteration 31Q: 3 clusters Score -364609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -364615.562500 Penalty: 2886.912598
	Iteration 32Q: 3 clusters Score -364615.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -364618.875000 Penalty: 2886.912598
	Iteration 33Q: 3 clusters Score -364618.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -364621.312500 Penalty: 2886.912598
	Iteration 34Q: 3 clusters Score -364621.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -364622.156250 Penalty: 2886.912598
	Iteration 35Q: 3 clusters Score -364622.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -364625.531250 Penalty: 2886.912598
	Iteration 36Q: 3 clusters Score -364625.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -364627.562500 Penalty: 2886.912598
	Iteration 37Q: 3 clusters Score -364627.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -364630.625000 Penalty: 2886.912598
	Iteration 38Q: 3 clusters Score -364630.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -364632.937500 Penalty: 2886.912598
	Iteration 39Q: 3 clusters Score -364632.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -364635.812500 Penalty: 2886.912598
	Iteration 40F: 3 clusters Score -364635.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -364638.718750 Penalty: 2886.912598
	Iteration 41Q: 3 clusters Score -364638.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -364639.343750 Penalty: 2886.912598
	Iteration 42Q: 3 clusters Score -364639.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -364641.218750 Penalty: 2886.912598
	Iteration 43Q: 3 clusters Score -364641.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -364641.875000 Penalty: 2886.912598
	Iteration 44Q: 3 clusters Score -364641.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -364642.718750 Penalty: 2886.912598
	Iteration 45Q: 3 clusters Score -364642.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -364643.062500 Penalty: 2886.912598
	Iteration 46Q: 3 clusters Score -364643.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -364643.406250 Penalty: 2886.912598
	Iteration 47Q: 3 clusters Score -364643.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -364645.812500 Penalty: 2886.912598
	Iteration 48Q: 3 clusters Score -364645.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -364646.531250 Penalty: 2886.912598
	Iteration 49Q: 3 clusters Score -364646.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -364646.062500 Penalty: 2886.912598
	Iteration 50Q: 3 clusters Score -364646.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -364647.125000 Penalty: 2886.912598
	Iteration 51Q: 3 clusters Score -364647.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -364646.406250 Penalty: 2886.912598
	Iteration 52Q: 3 clusters Score -364646.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -364646.406250 Penalty: 2886.912598
	Iteration 53F: 3 clusters Score -364646.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Entering Unmasked Estep 
Score: -442061.625000 Penalty: 1476.294678
	Iteration 0F: 2 clusters Score -442061.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -435712.375000 Penalty: 2952.589355
	Iteration 0F: 3 clusters Score -435712.4 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -437666.625000 Penalty: 2952.589355
	Iteration 1F: 3 clusters Score -437666.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -437965.968750 Penalty: 2952.589355
	Iteration 2F: 3 clusters Score -437966 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -438354.000000 Penalty: 2952.589355
	Iteration 3F: 3 clusters Score -438354 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -438777.718750 Penalty: 2952.589355
	Iteration 4F: 3 clusters Score -438777.7 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -439224.718750 Penalty: 2952.589355
	Iteration 5F: 3 clusters Score -439224.7 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -439646.093750 Penalty: 2952.589355
	Iteration 6F: 3 clusters Score -439646.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -440099.093750 Penalty: 2952.589355
	Iteration 7F: 3 clusters Score -440099.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -440530.218750 Penalty: 2952.589355
	Iteration 8F: 3 clusters Score -440530.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -440844.531250 Penalty: 2952.589355
	Iteration 9F: 3 clusters Score -440844.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -441033.593750 Penalty: 2952.589355
	Iteration 10Q: 3 clusters Score -441033.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -441150.343750 Penalty: 2952.589355
	Iteration 11Q: 3 clusters Score -441150.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -441234.312500 Penalty: 2952.589355
	Iteration 12Q: 3 clusters Score -441234.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -441290.250000 Penalty: 2952.589355
	Iteration 13Q: 3 clusters Score -441290.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -441320.156250 Penalty: 2952.589355
	Iteration 14Q: 3 clusters Score -441320.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -441340.218750 Penalty: 2952.589355
	Iteration 15Q: 3 clusters Score -441340.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -441356.687500 Penalty: 2952.589355
	Iteration 16Q: 3 clusters Score -441356.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -441374.343750 Penalty: 2952.589355
	Iteration 17Q: 3 clusters Score -441374.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -441390.250000 Penalty: 2952.589355
	Iteration 18Q: 3 clusters Score -441390.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -441400.968750 Penalty: 2952.589355
	Iteration 19Q: 3 clusters Score -441401 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -441412.093750 Penalty: 2952.589355
	Iteration 20F: 3 clusters Score -441412.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -441418.875000 Penalty: 2952.589355
	Iteration 21Q: 3 clusters Score -441418.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -441422.843750 Penalty: 2952.589355
	Iteration 22Q: 3 clusters Score -441422.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -441426.156250 Penalty: 2952.589355
	Iteration 23Q: 3 clusters Score -441426.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -441428.750000 Penalty: 2952.589355
	Iteration 24Q: 3 clusters Score -441428.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -441431.968750 Penalty: 2952.589355
	Iteration 25Q: 3 clusters Score -441432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -441433.875000 Penalty: 2952.589355
	Iteration 26Q: 3 clusters Score -441433.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -441436.656250 Penalty: 2952.589355
	Iteration 27Q: 3 clusters Score -441436.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -441436.187500 Penalty: 2952.589355
	Iteration 28Q: 3 clusters Score -441436.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -441437.093750 Penalty: 2952.589355
	Iteration 29Q: 3 clusters Score -441437.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -441438.093750 Penalty: 2952.589355
	Iteration 30Q: 3 clusters Score -441438.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -441437.875000 Penalty: 2952.589355
	Iteration 31Q: 3 clusters Score -441437.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -441438.406250 Penalty: 2952.589355
	Iteration 32Q: 3 clusters Score -441438.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -441439.937500 Penalty: 2952.589355
	Iteration 33Q: 3 clusters Score -441439.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -441439.843750 Penalty: 2952.589355
	Iteration 34Q: 3 clusters Score -441439.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -441439.187500 Penalty: 2952.589355
	Iteration 35Q: 3 clusters Score -441439.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -441439.843750 Penalty: 2952.589355
	Iteration 36Q: 3 clusters Score -441439.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -441439.312500 Penalty: 2952.589355
	Iteration 37Q: 3 clusters Score -441439.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -441439.312500 Penalty: 2952.589355
	Iteration 38F: 3 clusters Score -441439.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Entering Unmasked Estep 
Score: -418924.187500 Penalty: 1471.584717
	Iteration 0F: 2 clusters Score -418924.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -412682.093750 Penalty: 2943.169434
	Iteration 0F: 3 clusters Score -412682.1 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -414732.625000 Penalty: 2943.169434
	Iteration 1F: 3 clusters Score -414732.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -415058.531250 Penalty: 2943.169434
	Iteration 2F: 3 clusters Score -415058.5 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -415430.531250 Penalty: 2943.169434
	Iteration 3F: 3 clusters Score -415430.5 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -415840.406250 Penalty: 2943.169434
	Iteration 4F: 3 clusters Score -415840.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -416307.000000 Penalty: 2943.169434
	Iteration 5F: 3 clusters Score -416307 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -416753.187500 Penalty: 2943.169434
	Iteration 6F: 3 clusters Score -416753.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -417148.468750 Penalty: 2943.169434
	Iteration 7F: 3 clusters Score -417148.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -417527.406250 Penalty: 2943.169434
	Iteration 8Q: 3 clusters Score -417527.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -417839.187500 Penalty: 2943.169434
	Iteration 9Q: 3 clusters Score -417839.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -418021.593750 Penalty: 2943.169434
	Iteration 10Q: 3 clusters Score -418021.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -418139.843750 Penalty: 2943.169434
	Iteration 11Q: 3 clusters Score -418139.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -418211.843750 Penalty: 2943.169434
	Iteration 12Q: 3 clusters Score -418211.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -418273.593750 Penalty: 2943.169434
	Iteration 13Q: 3 clusters Score -418273.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -418336.843750 Penalty: 2943.169434
	Iteration 14Q: 3 clusters Score -418336.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -418396.375000 Penalty: 2943.169434
	Iteration 15Q: 3 clusters Score -418396.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -418435.000000 Penalty: 2943.169434
	Iteration 16Q: 3 clusters Score -418435 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -418463.218750 Penalty: 2943.169434
	Iteration 17Q: 3 clusters Score -418463.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -418481.812500 Penalty: 2943.169434
	Iteration 18Q: 3 clusters Score -418481.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -418494.250000 Penalty: 2943.169434
	Iteration 19Q: 3 clusters Score -418494.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -418500.562500 Penalty: 2943.169434
	Iteration 20F: 3 clusters Score -418500.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -418501.968750 Penalty: 2943.169434
	Iteration 21Q: 3 clusters Score -418502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -418503.125000 Penalty: 2943.169434
	Iteration 22Q: 3 clusters Score -418503.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -418504.375000 Penalty: 2943.169434
	Iteration 23Q: 3 clusters Score -418504.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -418504.687500 Penalty: 2943.169434
	Iteration 24Q: 3 clusters Score -418504.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -418504.656250 Penalty: 2943.169434
	Iteration 25Q: 3 clusters Score -418504.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -418505.218750 Penalty: 2943.169434
	Iteration 26Q: 3 clusters Score -418505.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -418505.687500 Penalty: 2943.169434
	Iteration 27Q: 3 clusters Score -418505.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -418506.093750 Penalty: 2943.169434
	Iteration 28Q: 3 clusters Score -418506.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -418507.062500 Penalty: 2943.169434
	Iteration 29Q: 3 clusters Score -418507.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -418507.812500 Penalty: 2943.169434
	Iteration 30Q: 3 clusters Score -418507.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -418508.687500 Penalty: 2943.169434
	Iteration 31Q: 3 clusters Score -418508.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -418508.531250 Penalty: 2943.169434
	Iteration 32Q: 3 clusters Score -418508.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -418510.062500 Penalty: 2943.169434
	Iteration 33Q: 3 clusters Score -418510.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -418511.156250 Penalty: 2943.169434
	Iteration 34Q: 3 clusters Score -418511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -418511.656250 Penalty: 2943.169434
	Iteration 35Q: 3 clusters Score -418511.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -418511.187500 Penalty: 2943.169434
	Iteration 36Q: 3 clusters Score -418511.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -418511.187500 Penalty: 2943.169434
	Iteration 37F: 3 clusters Score -418511.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Entering Unmasked Estep 
Score: -293548.156250 Penalty: 1399.650024
	Iteration 0F: 2 clusters Score -293548.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -289227.562500 Penalty: 2799.300049
	Iteration 0F: 3 clusters Score -289227.6 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -290440.281250 Penalty: 2799.300049
	Iteration 1F: 3 clusters Score -290440.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -290642.468750 Penalty: 2799.300049
	Iteration 2F: 3 clusters Score -290642.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -290836.000000 Penalty: 2799.300049
	Iteration 3F: 3 clusters Score -290836 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -291007.437500 Penalty: 2799.300049
	Iteration 4F: 3 clusters Score -291007.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -291171.062500 Penalty: 2799.300049
	Iteration 5F: 3 clusters Score -291171.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -291350.781250 Penalty: 2799.300049
	Iteration 6Q: 3 clusters Score -291350.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -291530.281250 Penalty: 2799.300049
	Iteration 7Q: 3 clusters Score -291530.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -291695.343750 Penalty: 2799.300049
	Iteration 8Q: 3 clusters Score -291695.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -291859.312500 Penalty: 2799.300049
	Iteration 9Q: 3 clusters Score -291859.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -291995.750000 Penalty: 2799.300049
	Iteration 10Q: 3 clusters Score -291995.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -292105.718750 Penalty: 2799.300049
	Iteration 11Q: 3 clusters Score -292105.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -292185.125000 Penalty: 2799.300049
	Iteration 12Q: 3 clusters Score -292185.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -292240.812500 Penalty: 2799.300049
	Iteration 13Q: 3 clusters Score -292240.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -292286.687500 Penalty: 2799.300049
	Iteration 14Q: 3 clusters Score -292286.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -292322.187500 Penalty: 2799.300049
	Iteration 15Q: 3 clusters Score -292322.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -292348.687500 Penalty: 2799.300049
	Iteration 16Q: 3 clusters Score -292348.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -292368.250000 Penalty: 2799.300049
	Iteration 17Q: 3 clusters Score -292368.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -292382.843750 Penalty: 2799.300049
	Iteration 18Q: 3 clusters Score -292382.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -292396.718750 Penalty: 2799.300049
	Iteration 19Q: 3 clusters Score -292396.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -292412.750000 Penalty: 2799.300049
	Iteration 20F: 3 clusters Score -292412.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -292424.531250 Penalty: 2799.300049
	Iteration 21Q: 3 clusters Score -292424.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -292435.156250 Penalty: 2799.300049
	Iteration 22Q: 3 clusters Score -292435.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -292445.468750 Penalty: 2799.300049
	Iteration 23Q: 3 clusters Score -292445.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -292449.468750 Penalty: 2799.300049
	Iteration 24Q: 3 clusters Score -292449.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -292450.718750 Penalty: 2799.300049
	Iteration 25Q: 3 clusters Score -292450.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -292451.312500 Penalty: 2799.300049
	Iteration 26Q: 3 clusters Score -292451.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -292451.312500 Penalty: 2799.300049
	Iteration 27F: 3 clusters Score -292451.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (80067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80067 members 
Entering Unmasked Estep 
Score: -4285678.000000 Penalty: 1834.725586
	Iteration 0F: 2 clusters Score -4285678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -4232253.000000 Penalty: 3669.451172
	Iteration 0F: 3 clusters Score -4232253 nChanged 37972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -4254221.500000 Penalty: 3669.451172
	Iteration 1F: 3 clusters Score -4254222 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -4255336.500000 Penalty: 3669.451172
	Iteration 2Q: 3 clusters Score -4255336 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -4257190.500000 Penalty: 3669.451172
	Iteration 3Q: 3 clusters Score -4257190 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -4260270.000000 Penalty: 3669.451172
	Iteration 4F: 3 clusters Score -4260270 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 57381 members 
Entering Unmasked Estep 
Score: -4264898.500000 Penalty: 3669.451172
	Iteration 5F: 3 clusters Score -4264898 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 63401 members 
Entering Unmasked Estep 
Score: -4270743.500000 Penalty: 3669.451172
	Iteration 6F: 3 clusters Score -4270744 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 68745 members 
Entering Unmasked Estep 
Score: -4276467.500000 Penalty: 3669.451172
	Iteration 7F: 3 clusters Score -4276468 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 72317 members 
Entering Unmasked Estep 
Score: -4280466.500000 Penalty: 3669.451172
	Iteration 8Q: 3 clusters Score -4280466 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 74124 members 
Entering Unmasked Estep 
Score: -4282600.000000 Penalty: 3669.451172
	Iteration 9Q: 3 clusters Score -4282600 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 75006 members 
Entering Unmasked Estep 
Score: -4283638.000000 Penalty: 3669.451172
	Iteration 10Q: 3 clusters Score -4283638 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 75466 members 
Entering Unmasked Estep 
Score: -4284100.000000 Penalty: 3669.451172
	Iteration 11Q: 3 clusters Score -4284100 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 75791 members 
Entering Unmasked Estep 
Score: -4284340.500000 Penalty: 3669.451172
	Iteration 12Q: 3 clusters Score -4284340 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 76052 members 
Entering Unmasked Estep 
Score: -4284489.500000 Penalty: 3669.451172
	Iteration 13Q: 3 clusters Score -4284490 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 76279 members 
Entering Unmasked Estep 
Score: -4284642.500000 Penalty: 3669.451172
	Iteration 14Q: 3 clusters Score -4284642 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 76459 members 
Entering Unmasked Estep 
Score: -4284720.000000 Penalty: 3669.451172
	Iteration 15Q: 3 clusters Score -4284720 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 76615 members 
Entering Unmasked Estep 
Score: -4284777.000000 Penalty: 3669.451172
	Iteration 16Q: 3 clusters Score -4284777 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 76739 members 
Entering Unmasked Estep 
Score: -4284799.000000 Penalty: 3669.451172
	Iteration 17Q: 3 clusters Score -4284799 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 76844 members 
Entering Unmasked Estep 
Score: -4284840.000000 Penalty: 3669.451172
	Iteration 18Q: 3 clusters Score -4284840 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 76933 members 
Entering Unmasked Estep 
Score: -4284870.000000 Penalty: 3669.451172
	Iteration 19Q: 3 clusters Score -4284870 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 77009 members 
Entering Unmasked Estep 
Score: -4284883.000000 Penalty: 3669.451172
	Iteration 20F: 3 clusters Score -4284883 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 77079 members 
Entering Unmasked Estep 
Score: -4284892.000000 Penalty: 3669.451172
	Iteration 21Q: 3 clusters Score -4284892 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 77147 members 
Entering Unmasked Estep 
Score: -4284899.500000 Penalty: 3669.451172
	Iteration 22Q: 3 clusters Score -4284900 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 77221 members 
Entering Unmasked Estep 
Score: -4284915.500000 Penalty: 3669.451172
	Iteration 23Q: 3 clusters Score -4284916 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 77292 members 
Entering Unmasked Estep 
Score: -4284948.500000 Penalty: 3669.451172
	Iteration 24Q: 3 clusters Score -4284948 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 77365 members 
Entering Unmasked Estep 
Score: -4284958.000000 Penalty: 3669.451172
	Iteration 25Q: 3 clusters Score -4284958 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 77433 members 
Entering Unmasked Estep 
Score: -4284986.500000 Penalty: 3669.451172
	Iteration 26Q: 3 clusters Score -4284986 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 77492 members 
Entering Unmasked Estep 
Score: -4284987.500000 Penalty: 3669.451172
	Iteration 27Q: 3 clusters Score -4284988 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 77540 members 
Entering Unmasked Estep 
Score: -4284999.500000 Penalty: 3669.451172
	Iteration 28Q: 3 clusters Score -4285000 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 77575 members 
Entering Unmasked Estep 
Score: -4285008.500000 Penalty: 3669.451172
	Iteration 29Q: 3 clusters Score -4285008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 77598 members 
Entering Unmasked Estep 
Score: -4285025.500000 Penalty: 3669.451172
	Iteration 30Q: 3 clusters Score -4285026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 77615 members 
Entering Unmasked Estep 
Score: -4285025.000000 Penalty: 3669.451172
	Iteration 31Q: 3 clusters Score -4285025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 77629 members 
Entering Unmasked Estep 
Score: -4285025.000000 Penalty: 3669.451172
	Iteration 32Q: 3 clusters Score -4285025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 77638 members 
Entering Unmasked Estep 
Score: -4285031.500000 Penalty: 3669.451172
	Iteration 33Q: 3 clusters Score -4285032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 77642 members 
Entering Unmasked Estep 
Score: -4285033.500000 Penalty: 3669.451172
	Iteration 34Q: 3 clusters Score -4285034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 77648 members 
Entering Unmasked Estep 
Score: -4285034.500000 Penalty: 3669.451172
	Iteration 35Q: 3 clusters Score -4285034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 77655 members 
Entering Unmasked Estep 
Score: -4285035.500000 Penalty: 3669.451172
	Iteration 36Q: 3 clusters Score -4285036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 77659 members 
Entering Unmasked Estep 
Score: -4285025.500000 Penalty: 3669.451172
	Iteration 37Q: 3 clusters Score -4285026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 77664 members 
Entering Unmasked Estep 
Score: -4285023.000000 Penalty: 3669.451172
	Iteration 38Q: 3 clusters Score -4285023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 77668 members 
Entering Unmasked Estep 
Score: -4285029.000000 Penalty: 3669.451172
	Iteration 39Q: 3 clusters Score -4285029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 77670 members 
Entering Unmasked Estep 
Score: -4285031.500000 Penalty: 3669.451172
	Iteration 40F: 3 clusters Score -4285032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -167866.765625 Penalty: 1315.534668
	Iteration 0F: 2 clusters Score -167866.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -164989.859375 Penalty: 2631.069336
	Iteration 0F: 3 clusters Score -164989.9 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -165688.453125 Penalty: 2631.069336
	Iteration 1F: 3 clusters Score -165688.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -165839.328125 Penalty: 2631.069336
	Iteration 2F: 3 clusters Score -165839.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -165953.734375 Penalty: 2631.069336
	Iteration 3F: 3 clusters Score -165953.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -166028.062500 Penalty: 2631.069336
	Iteration 4Q: 3 clusters Score -166028.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -166099.750000 Penalty: 2631.069336
	Iteration 5Q: 3 clusters Score -166099.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -166162.781250 Penalty: 2631.069336
	Iteration 6Q: 3 clusters Score -166162.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -166232.187500 Penalty: 2631.069336
	Iteration 7Q: 3 clusters Score -166232.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -166292.875000 Penalty: 2631.069336
	Iteration 8Q: 3 clusters Score -166292.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -166347.671875 Penalty: 2631.069336
	Iteration 9Q: 3 clusters Score -166347.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -166408.453125 Penalty: 2631.069336
	Iteration 10Q: 3 clusters Score -166408.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -166463.625000 Penalty: 2631.069336
	Iteration 11Q: 3 clusters Score -166463.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -166518.906250 Penalty: 2631.069336
	Iteration 12Q: 3 clusters Score -166518.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -166560.906250 Penalty: 2631.069336
	Iteration 13Q: 3 clusters Score -166560.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -166600.312500 Penalty: 2631.069336
	Iteration 14Q: 3 clusters Score -166600.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -166632.640625 Penalty: 2631.069336
	Iteration 15Q: 3 clusters Score -166632.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -166659.500000 Penalty: 2631.069336
	Iteration 16Q: 3 clusters Score -166659.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -166682.312500 Penalty: 2631.069336
	Iteration 17Q: 3 clusters Score -166682.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -166707.218750 Penalty: 2631.069336
	Iteration 18Q: 3 clusters Score -166707.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -166734.500000 Penalty: 2631.069336
	Iteration 19Q: 3 clusters Score -166734.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -166759.187500 Penalty: 2631.069336
	Iteration 20F: 3 clusters Score -166759.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -166779.625000 Penalty: 2631.069336
	Iteration 21Q: 3 clusters Score -166779.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -166795.031250 Penalty: 2631.069336
	Iteration 22Q: 3 clusters Score -166795 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -166809.296875 Penalty: 2631.069336
	Iteration 23Q: 3 clusters Score -166809.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -166822.906250 Penalty: 2631.069336
	Iteration 24Q: 3 clusters Score -166822.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -166832.531250 Penalty: 2631.069336
	Iteration 25Q: 3 clusters Score -166832.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -166842.296875 Penalty: 2631.069336
	Iteration 26Q: 3 clusters Score -166842.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -166848.312500 Penalty: 2631.069336
	Iteration 27Q: 3 clusters Score -166848.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -166852.671875 Penalty: 2631.069336
	Iteration 28Q: 3 clusters Score -166852.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -166856.546875 Penalty: 2631.069336
	Iteration 29Q: 3 clusters Score -166856.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -166861.093750 Penalty: 2631.069336
	Iteration 30Q: 3 clusters Score -166861.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -166866.546875 Penalty: 2631.069336
	Iteration 31Q: 3 clusters Score -166866.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -166870.859375 Penalty: 2631.069336
	Iteration 32Q: 3 clusters Score -166870.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -166873.296875 Penalty: 2631.069336
	Iteration 33Q: 3 clusters Score -166873.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -166874.000000 Penalty: 2631.069336
	Iteration 34Q: 3 clusters Score -166874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -166874.843750 Penalty: 2631.069336
	Iteration 35Q: 3 clusters Score -166874.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -166874.843750 Penalty: 2631.069336
	Iteration 36F: 3 clusters Score -166874.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Entering Unmasked Estep 
Score: -489310.781250 Penalty: 1478.435913
	Iteration 0F: 2 clusters Score -489310.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -482820.031250 Penalty: 2956.871826
	Iteration 0F: 3 clusters Score -482820 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -484927.593750 Penalty: 2956.871826
	Iteration 1F: 3 clusters Score -484927.6 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -485194.843750 Penalty: 2956.871826
	Iteration 2F: 3 clusters Score -485194.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -485410.125000 Penalty: 2956.871826
	Iteration 3F: 3 clusters Score -485410.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -485616.281250 Penalty: 2956.871826
	Iteration 4Q: 3 clusters Score -485616.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -485834.968750 Penalty: 2956.871826
	Iteration 5Q: 3 clusters Score -485835 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -486063.406250 Penalty: 2956.871826
	Iteration 6Q: 3 clusters Score -486063.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -486311.656250 Penalty: 2956.871826
	Iteration 7Q: 3 clusters Score -486311.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -486576.437500 Penalty: 2956.871826
	Iteration 8Q: 3 clusters Score -486576.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -486845.781250 Penalty: 2956.871826
	Iteration 9Q: 3 clusters Score -486845.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -487070.812500 Penalty: 2956.871826
	Iteration 10Q: 3 clusters Score -487070.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -487286.781250 Penalty: 2956.871826
	Iteration 11Q: 3 clusters Score -487286.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -487480.125000 Penalty: 2956.871826
	Iteration 12Q: 3 clusters Score -487480.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -487642.531250 Penalty: 2956.871826
	Iteration 13Q: 3 clusters Score -487642.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -487748.906250 Penalty: 2956.871826
	Iteration 14Q: 3 clusters Score -487748.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -487817.468750 Penalty: 2956.871826
	Iteration 15Q: 3 clusters Score -487817.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -487873.468750 Penalty: 2956.871826
	Iteration 16Q: 3 clusters Score -487873.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -487918.812500 Penalty: 2956.871826
	Iteration 17Q: 3 clusters Score -487918.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -487951.500000 Penalty: 2956.871826
	Iteration 18Q: 3 clusters Score -487951.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -487967.218750 Penalty: 2956.871826
	Iteration 19Q: 3 clusters Score -487967.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -487976.843750 Penalty: 2956.871826
	Iteration 20F: 3 clusters Score -487976.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -487992.125000 Penalty: 2956.871826
	Iteration 21Q: 3 clusters Score -487992.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -488002.125000 Penalty: 2956.871826
	Iteration 22Q: 3 clusters Score -488002.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -488008.906250 Penalty: 2956.871826
	Iteration 23Q: 3 clusters Score -488008.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -488015.843750 Penalty: 2956.871826
	Iteration 24Q: 3 clusters Score -488015.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -488025.250000 Penalty: 2956.871826
	Iteration 25Q: 3 clusters Score -488025.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -488032.500000 Penalty: 2956.871826
	Iteration 26Q: 3 clusters Score -488032.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -488039.687500 Penalty: 2956.871826
	Iteration 27Q: 3 clusters Score -488039.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -488041.218750 Penalty: 2956.871826
	Iteration 28Q: 3 clusters Score -488041.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -488043.187500 Penalty: 2956.871826
	Iteration 29Q: 3 clusters Score -488043.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -488046.687500 Penalty: 2956.871826
	Iteration 30Q: 3 clusters Score -488046.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -488048.718750 Penalty: 2956.871826
	Iteration 31Q: 3 clusters Score -488048.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -488051.000000 Penalty: 2956.871826
	Iteration 32Q: 3 clusters Score -488051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -488053.093750 Penalty: 2956.871826
	Iteration 33Q: 3 clusters Score -488053.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -488055.000000 Penalty: 2956.871826
	Iteration 34Q: 3 clusters Score -488055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -488055.406250 Penalty: 2956.871826
	Iteration 35Q: 3 clusters Score -488055.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -488055.406250 Penalty: 2956.871826
	Iteration 36F: 3 clusters Score -488055.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Entering Unmasked Estep 
Score: -369755.281250 Penalty: 1431.941772
	Iteration 0F: 2 clusters Score -369755.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -364681.031250 Penalty: 2863.883545
	Iteration 0F: 3 clusters Score -364681 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -366172.281250 Penalty: 2863.883545
	Iteration 1F: 3 clusters Score -366172.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -366373.218750 Penalty: 2863.883545
	Iteration 2F: 3 clusters Score -366373.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -366575.375000 Penalty: 2863.883545
	Iteration 3F: 3 clusters Score -366575.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -366790.718750 Penalty: 2863.883545
	Iteration 4F: 3 clusters Score -366790.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -366972.812500 Penalty: 2863.883545
	Iteration 5Q: 3 clusters Score -366972.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -367149.937500 Penalty: 2863.883545
	Iteration 6Q: 3 clusters Score -367149.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -367329.968750 Penalty: 2863.883545
	Iteration 7Q: 3 clusters Score -367330 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -367501.031250 Penalty: 2863.883545
	Iteration 8Q: 3 clusters Score -367501 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -367654.281250 Penalty: 2863.883545
	Iteration 9Q: 3 clusters Score -367654.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -367776.625000 Penalty: 2863.883545
	Iteration 10Q: 3 clusters Score -367776.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -367875.625000 Penalty: 2863.883545
	Iteration 11Q: 3 clusters Score -367875.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -367971.375000 Penalty: 2863.883545
	Iteration 12Q: 3 clusters Score -367971.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -368059.968750 Penalty: 2863.883545
	Iteration 13Q: 3 clusters Score -368060 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -368131.781250 Penalty: 2863.883545
	Iteration 14Q: 3 clusters Score -368131.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -368177.062500 Penalty: 2863.883545
	Iteration 15Q: 3 clusters Score -368177.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -368213.781250 Penalty: 2863.883545
	Iteration 16Q: 3 clusters Score -368213.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -368237.375000 Penalty: 2863.883545
	Iteration 17Q: 3 clusters Score -368237.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -368261.281250 Penalty: 2863.883545
	Iteration 18Q: 3 clusters Score -368261.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -368282.625000 Penalty: 2863.883545
	Iteration 19Q: 3 clusters Score -368282.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -368302.000000 Penalty: 2863.883545
	Iteration 20F: 3 clusters Score -368302 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -368321.281250 Penalty: 2863.883545
	Iteration 21Q: 3 clusters Score -368321.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -368336.625000 Penalty: 2863.883545
	Iteration 22Q: 3 clusters Score -368336.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -368346.406250 Penalty: 2863.883545
	Iteration 23Q: 3 clusters Score -368346.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -368356.187500 Penalty: 2863.883545
	Iteration 24Q: 3 clusters Score -368356.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -368362.281250 Penalty: 2863.883545
	Iteration 25Q: 3 clusters Score -368362.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -368370.093750 Penalty: 2863.883545
	Iteration 26Q: 3 clusters Score -368370.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -368379.906250 Penalty: 2863.883545
	Iteration 27Q: 3 clusters Score -368379.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -368391.000000 Penalty: 2863.883545
	Iteration 28Q: 3 clusters Score -368391 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -368405.093750 Penalty: 2863.883545
	Iteration 29Q: 3 clusters Score -368405.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -368419.062500 Penalty: 2863.883545
	Iteration 30Q: 3 clusters Score -368419.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -368432.031250 Penalty: 2863.883545
	Iteration 31Q: 3 clusters Score -368432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -368439.656250 Penalty: 2863.883545
	Iteration 32Q: 3 clusters Score -368439.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -368448.781250 Penalty: 2863.883545
	Iteration 33Q: 3 clusters Score -368448.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -368455.531250 Penalty: 2863.883545
	Iteration 34Q: 3 clusters Score -368455.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -368465.187500 Penalty: 2863.883545
	Iteration 35Q: 3 clusters Score -368465.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -368476.562500 Penalty: 2863.883545
	Iteration 36Q: 3 clusters Score -368476.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -368484.937500 Penalty: 2863.883545
	Iteration 37Q: 3 clusters Score -368484.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -368492.218750 Penalty: 2863.883545
	Iteration 38Q: 3 clusters Score -368492.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -368500.468750 Penalty: 2863.883545
	Iteration 39Q: 3 clusters Score -368500.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -368506.250000 Penalty: 2863.883545
	Iteration 40F: 3 clusters Score -368506.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -368511.031250 Penalty: 2863.883545
	Iteration 41Q: 3 clusters Score -368511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -368516.187500 Penalty: 2863.883545
	Iteration 42Q: 3 clusters Score -368516.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -368522.093750 Penalty: 2863.883545
	Iteration 43Q: 3 clusters Score -368522.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -368526.781250 Penalty: 2863.883545
	Iteration 44Q: 3 clusters Score -368526.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -368534.687500 Penalty: 2863.883545
	Iteration 45Q: 3 clusters Score -368534.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -368543.718750 Penalty: 2863.883545
	Iteration 46Q: 3 clusters Score -368543.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -368552.968750 Penalty: 2863.883545
	Iteration 47Q: 3 clusters Score -368553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -368560.406250 Penalty: 2863.883545
	Iteration 48Q: 3 clusters Score -368560.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -368569.218750 Penalty: 2863.883545
	Iteration 49Q: 3 clusters Score -368569.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -368578.406250 Penalty: 2863.883545
	Iteration 50Q: 3 clusters Score -368578.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -368585.531250 Penalty: 2863.883545
	Iteration 51Q: 3 clusters Score -368585.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -368597.281250 Penalty: 2863.883545
	Iteration 52Q: 3 clusters Score -368597.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -368613.062500 Penalty: 2863.883545
	Iteration 53Q: 3 clusters Score -368613.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -368635.125000 Penalty: 2863.883545
	Iteration 54Q: 3 clusters Score -368635.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -368678.625000 Penalty: 2863.883545
	Iteration 55Q: 3 clusters Score -368678.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -368697.687500 Penalty: 2863.883545
	Iteration 56Q: 3 clusters Score -368697.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -368705.906250 Penalty: 2863.883545
	Iteration 57Q: 3 clusters Score -368705.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -368711.781250 Penalty: 2863.883545
	Iteration 58Q: 3 clusters Score -368711.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -368718.062500 Penalty: 2863.883545
	Iteration 59Q: 3 clusters Score -368718.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -368724.562500 Penalty: 2863.883545
	Iteration 60F: 3 clusters Score -368724.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -368727.062500 Penalty: 2863.883545
	Iteration 61Q: 3 clusters Score -368727.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -368727.437500 Penalty: 2863.883545
	Iteration 62Q: 3 clusters Score -368727.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -368727.437500 Penalty: 2863.883545
	Iteration 63F: 3 clusters Score -368727.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (196367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196367 members 
Entering Unmasked Estep 
Score: -10615952.000000 Penalty: 1980.507812
	Iteration 0F: 2 clusters Score -1.061595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97981 members 
Mstep: Class 2 contains 98386 members 
Entering Unmasked Estep 
Score: -10484104.000000 Penalty: 3961.015625
	Iteration 0F: 3 clusters Score -1.04841e+07 nChanged 95078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93043 members 
Mstep: Class 2 contains 103324 members 
Entering Unmasked Estep 
Score: -10539978.000000 Penalty: 3961.015625
	Iteration 1F: 3 clusters Score -1.053998e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89423 members 
Mstep: Class 2 contains 106944 members 
Entering Unmasked Estep 
Score: -10541283.000000 Penalty: 3961.015625
	Iteration 2Q: 3 clusters Score -1.054128e+07 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83637 members 
Mstep: Class 2 contains 112730 members 
Entering Unmasked Estep 
Score: -10543730.000000 Penalty: 3961.015625
	Iteration 3Q: 3 clusters Score -1.054373e+07 nChanged 9916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74741 members 
Mstep: Class 2 contains 121626 members 
Entering Unmasked Estep 
Score: -10548383.000000 Penalty: 3961.015625
	Iteration 4F: 3 clusters Score -1.054838e+07 nChanged 13370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62143 members 
Mstep: Class 2 contains 134224 members 
Entering Unmasked Estep 
Score: -10556729.000000 Penalty: 3961.015625
	Iteration 5F: 3 clusters Score -1.055673e+07 nChanged 16706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 150418 members 
Entering Unmasked Estep 
Score: -10570243.000000 Penalty: 3961.015625
	Iteration 6F: 3 clusters Score -1.057024e+07 nChanged 17472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 167616 members 
Entering Unmasked Estep 
Score: -10586888.000000 Penalty: 3961.015625
	Iteration 7F: 3 clusters Score -1.058689e+07 nChanged 14344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 181842 members 
Entering Unmasked Estep 
Score: -10601318.000000 Penalty: 3961.015625
	Iteration 8F: 3 clusters Score -1.060132e+07 nChanged 8375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 190163 members 
Entering Unmasked Estep 
Score: -10609221.000000 Penalty: 3961.015625
	Iteration 9Q: 3 clusters Score -1.060922e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 193820 members 
Entering Unmasked Estep 
Score: -10612474.000000 Penalty: 3961.015625
	Iteration 10Q: 3 clusters Score -1.061247e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 195169 members 
Entering Unmasked Estep 
Score: -10613655.000000 Penalty: 3961.015625
	Iteration 11Q: 3 clusters Score -1.061366e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 195661 members 
Entering Unmasked Estep 
Score: -10614013.000000 Penalty: 3961.015625
	Iteration 12Q: 3 clusters Score -1.061401e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 195842 members 
Entering Unmasked Estep 
Score: -10614157.000000 Penalty: 3961.015625
	Iteration 13Q: 3 clusters Score -1.061416e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 195925 members 
Entering Unmasked Estep 
Score: -10614238.000000 Penalty: 3961.015625
	Iteration 14Q: 3 clusters Score -1.061424e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 195960 members 
Entering Unmasked Estep 
Score: -10614255.000000 Penalty: 3961.015625
	Iteration 15Q: 3 clusters Score -1.061426e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 195982 members 
Entering Unmasked Estep 
Score: -10614279.000000 Penalty: 3961.015625
	Iteration 16Q: 3 clusters Score -1.061428e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 195993 members 
Entering Unmasked Estep 
Score: -10614291.000000 Penalty: 3961.015625
	Iteration 17Q: 3 clusters Score -1.061429e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 196001 members 
Entering Unmasked Estep 
Score: -10614305.000000 Penalty: 3961.015625
	Iteration 18Q: 3 clusters Score -1.06143e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 196006 members 
Entering Unmasked Estep 
Score: -10614301.000000 Penalty: 3961.015625
	Iteration 19Q: 3 clusters Score -1.06143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 196006 members 
Entering Unmasked Estep 
Score: -10614308.000000 Penalty: 3961.015625
	Iteration 20F: 3 clusters Score -1.061431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 196006 members 
Entering Unmasked Estep 
Score: -10614315.000000 Penalty: 3961.015625
	Iteration 21Q: 3 clusters Score -1.061432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 196010 members 
Entering Unmasked Estep 
Score: -10614327.000000 Penalty: 3961.015625
	Iteration 22Q: 3 clusters Score -1.061433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 196017 members 
Entering Unmasked Estep 
Score: -10614316.000000 Penalty: 3961.015625
	Iteration 23Q: 3 clusters Score -1.061432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 196018 members 
Entering Unmasked Estep 
Score: -10614322.000000 Penalty: 3961.015625
	Iteration 24Q: 3 clusters Score -1.061432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 196018 members 
Entering Unmasked Estep 
Score: -10614322.000000 Penalty: 3961.015625
	Iteration 25F: 3 clusters Score -1.061432e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Entering Unmasked Estep 
Score: -72016.742188 Penalty: 1207.682495
	Iteration 0F: 2 clusters Score -72016.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -70162.960938 Penalty: 2415.364990
	Iteration 0F: 3 clusters Score -70162.96 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -70693.257812 Penalty: 2415.364990
	Iteration 1F: 3 clusters Score -70693.26 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -70936.125000 Penalty: 2415.364990
	Iteration 2F: 3 clusters Score -70936.12 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -71172.242188 Penalty: 2415.364990
	Iteration 3F: 3 clusters Score -71172.24 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -71357.531250 Penalty: 2415.364990
	Iteration 4F: 3 clusters Score -71357.53 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -71490.945312 Penalty: 2415.364990
	Iteration 5F: 3 clusters Score -71490.95 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -71567.898438 Penalty: 2415.364990
	Iteration 6Q: 3 clusters Score -71567.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -71616.531250 Penalty: 2415.364990
	Iteration 7Q: 3 clusters Score -71616.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -71672.367188 Penalty: 2415.364990
	Iteration 8Q: 3 clusters Score -71672.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -71709.710938 Penalty: 2415.364990
	Iteration 9Q: 3 clusters Score -71709.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -71736.250000 Penalty: 2415.364990
	Iteration 10Q: 3 clusters Score -71736.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -71752.070312 Penalty: 2415.364990
	Iteration 11Q: 3 clusters Score -71752.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -71759.789062 Penalty: 2415.364990
	Iteration 12Q: 3 clusters Score -71759.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -71796.789062 Penalty: 2415.364990
	Iteration 13Q: 3 clusters Score -71796.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -71965.265625 Penalty: 2415.364990
	Iteration 14Q: 3 clusters Score -71965.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -72093.679688 Penalty: 2415.364990
	Iteration 15Q: 3 clusters Score -72093.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -72109.921875 Penalty: 2415.364990
	Iteration 16Q: 3 clusters Score -72109.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -72111.328125 Penalty: 2415.364990
	Iteration 17Q: 3 clusters Score -72111.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -72111.328125 Penalty: 2415.364990
	Iteration 18F: 3 clusters Score -72111.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 96233 members 
Mstep: Class 3 contains 4822 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 2370 members 
Mstep: Class 6 contains 18383 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 99822 members 
Mstep: Class 11 contains 28276 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 7207 members 
Mstep: Class 14 contains 8821 members 
Mstep: Class 15 contains 8569 members 
Mstep: Class 16 contains 5504 members 
Mstep: Class 17 contains 80067 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 8938 members 
Mstep: Class 20 contains 6714 members 
Mstep: Class 21 contains 196367 members 
Mstep: Class 22 contains 699 members 
Mstep: Class 23 contains 18860 members 
Mstep: Class 24 contains 7892 members 
Mstep: Class 25 contains 8258 members 
Mstep: Class 26 contains 4613 members 
Mstep: Class 27 contains 990 members 
Entering Unmasked Estep 
Score: -35934196.000000 Penalty: 59117.878906
Splitting cluster 22 changes total score from -35935136.000000 to -35934196.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (18860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Entering Unmasked Estep 
Score: -955092.687500 Penalty: 1599.779663
	Iteration 0F: 2 clusters Score -955092.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -942216.312500 Penalty: 3199.559326
	Iteration 0F: 3 clusters Score -942216.3 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -946697.437500 Penalty: 3199.559326
	Iteration 1F: 3 clusters Score -946697.4 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -947076.437500 Penalty: 3199.559326
	Iteration 2F: 3 clusters Score -947076.4 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -947495.562500 Penalty: 3199.559326
	Iteration 3F: 3 clusters Score -947495.6 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -947987.250000 Penalty: 3199.559326
	Iteration 4F: 3 clusters Score -947987.2 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -948598.187500 Penalty: 3199.559326
	Iteration 5F: 3 clusters Score -948598.2 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -949398.687500 Penalty: 3199.559326
	Iteration 6F: 3 clusters Score -949398.7 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -950344.437500 Penalty: 3199.559326
	Iteration 7F: 3 clusters Score -950344.4 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -951342.625000 Penalty: 3199.559326
	Iteration 8F: 3 clusters Score -951342.6 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -952173.125000 Penalty: 3199.559326
	Iteration 9F: 3 clusters Score -952173.1 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -952719.000000 Penalty: 3199.559326
	Iteration 10Q: 3 clusters Score -952719 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -953083.750000 Penalty: 3199.559326
	Iteration 11Q: 3 clusters Score -953083.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -953319.375000 Penalty: 3199.559326
	Iteration 12Q: 3 clusters Score -953319.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -953486.562500 Penalty: 3199.559326
	Iteration 13Q: 3 clusters Score -953486.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -953597.375000 Penalty: 3199.559326
	Iteration 14Q: 3 clusters Score -953597.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -953691.750000 Penalty: 3199.559326
	Iteration 15Q: 3 clusters Score -953691.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -953773.750000 Penalty: 3199.559326
	Iteration 16Q: 3 clusters Score -953773.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -953818.437500 Penalty: 3199.559326
	Iteration 17Q: 3 clusters Score -953818.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -953846.937500 Penalty: 3199.559326
	Iteration 18Q: 3 clusters Score -953846.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -953868.187500 Penalty: 3199.559326
	Iteration 19Q: 3 clusters Score -953868.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -953881.625000 Penalty: 3199.559326
	Iteration 20F: 3 clusters Score -953881.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -953885.625000 Penalty: 3199.559326
	Iteration 21Q: 3 clusters Score -953885.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -953895.500000 Penalty: 3199.559326
	Iteration 22Q: 3 clusters Score -953895.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -953896.750000 Penalty: 3199.559326
	Iteration 23Q: 3 clusters Score -953896.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -953899.937500 Penalty: 3199.559326
	Iteration 24Q: 3 clusters Score -953899.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -953900.437500 Penalty: 3199.559326
	Iteration 25Q: 3 clusters Score -953900.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -953900.937500 Penalty: 3199.559326
	Iteration 26Q: 3 clusters Score -953900.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -953898.937500 Penalty: 3199.559326
	Iteration 27Q: 3 clusters Score -953898.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -953901.562500 Penalty: 3199.559326
	Iteration 28Q: 3 clusters Score -953901.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -953898.000000 Penalty: 3199.559326
	Iteration 29Q: 3 clusters Score -953898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -953900.250000 Penalty: 3199.559326
	Iteration 30Q: 3 clusters Score -953900.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -953899.750000 Penalty: 3199.559326
	Iteration 31Q: 3 clusters Score -953899.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -953902.375000 Penalty: 3199.559326
	Iteration 32Q: 3 clusters Score -953902.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -953900.937500 Penalty: 3199.559326
	Iteration 33Q: 3 clusters Score -953900.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -953900.625000 Penalty: 3199.559326
	Iteration 34Q: 3 clusters Score -953900.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -953900.000000 Penalty: 3199.559326
	Iteration 35Q: 3 clusters Score -953900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -953900.937500 Penalty: 3199.559326
	Iteration 36Q: 3 clusters Score -953900.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -953901.625000 Penalty: 3199.559326
	Iteration 37Q: 3 clusters Score -953901.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -953902.000000 Penalty: 3199.559326
	Iteration 38Q: 3 clusters Score -953902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -953902.000000 Penalty: 3199.559326
	Iteration 39Q: 3 clusters Score -953902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -953902.000000 Penalty: 3199.559326
	Iteration 40F: 3 clusters Score -953902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Entering Unmasked Estep 
Score: -403253.562500 Penalty: 1458.210815
	Iteration 0F: 2 clusters Score -403253.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -397405.125000 Penalty: 2916.421631
	Iteration 0F: 3 clusters Score -397405.1 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -399153.093750 Penalty: 2916.421631
	Iteration 1F: 3 clusters Score -399153.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -399348.875000 Penalty: 2916.421631
	Iteration 2F: 3 clusters Score -399348.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -399488.906250 Penalty: 2916.421631
	Iteration 3Q: 3 clusters Score -399488.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -399585.437500 Penalty: 2916.421631
	Iteration 4Q: 3 clusters Score -399585.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -399659.187500 Penalty: 2916.421631
	Iteration 5Q: 3 clusters Score -399659.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -399729.937500 Penalty: 2916.421631
	Iteration 6Q: 3 clusters Score -399729.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -399810.781250 Penalty: 2916.421631
	Iteration 7Q: 3 clusters Score -399810.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -399906.875000 Penalty: 2916.421631
	Iteration 8Q: 3 clusters Score -399906.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -399995.468750 Penalty: 2916.421631
	Iteration 9Q: 3 clusters Score -399995.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -400080.750000 Penalty: 2916.421631
	Iteration 10Q: 3 clusters Score -400080.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -400183.156250 Penalty: 2916.421631
	Iteration 11Q: 3 clusters Score -400183.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -400328.843750 Penalty: 2916.421631
	Iteration 12Q: 3 clusters Score -400328.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -400526.531250 Penalty: 2916.421631
	Iteration 13Q: 3 clusters Score -400526.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -400771.468750 Penalty: 2916.421631
	Iteration 14Q: 3 clusters Score -400771.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -401072.875000 Penalty: 2916.421631
	Iteration 15Q: 3 clusters Score -401072.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -401399.843750 Penalty: 2916.421631
	Iteration 16Q: 3 clusters Score -401399.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -401699.156250 Penalty: 2916.421631
	Iteration 17Q: 3 clusters Score -401699.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -401945.625000 Penalty: 2916.421631
	Iteration 18Q: 3 clusters Score -401945.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -402139.406250 Penalty: 2916.421631
	Iteration 19Q: 3 clusters Score -402139.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -402250.812500 Penalty: 2916.421631
	Iteration 20F: 3 clusters Score -402250.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -402316.906250 Penalty: 2916.421631
	Iteration 21Q: 3 clusters Score -402316.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -402359.562500 Penalty: 2916.421631
	Iteration 22Q: 3 clusters Score -402359.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -402382.937500 Penalty: 2916.421631
	Iteration 23Q: 3 clusters Score -402382.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -402401.875000 Penalty: 2916.421631
	Iteration 24Q: 3 clusters Score -402401.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -402412.343750 Penalty: 2916.421631
	Iteration 25Q: 3 clusters Score -402412.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -402417.843750 Penalty: 2916.421631
	Iteration 26Q: 3 clusters Score -402417.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -402423.125000 Penalty: 2916.421631
	Iteration 27Q: 3 clusters Score -402423.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -402427.187500 Penalty: 2916.421631
	Iteration 28Q: 3 clusters Score -402427.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -402428.906250 Penalty: 2916.421631
	Iteration 29Q: 3 clusters Score -402428.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -402428.906250 Penalty: 2916.421631
	Iteration 30Q: 3 clusters Score -402428.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -402428.906250 Penalty: 2916.421631
	Iteration 31F: 3 clusters Score -402428.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (8258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Entering Unmasked Estep 
Score: -424444.875000 Penalty: 1465.577393
	Iteration 0F: 2 clusters Score -424444.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -418458.843750 Penalty: 2931.154785
	Iteration 0F: 3 clusters Score -418458.8 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -420470.187500 Penalty: 2931.154785
	Iteration 1F: 3 clusters Score -420470.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -420785.000000 Penalty: 2931.154785
	Iteration 2F: 3 clusters Score -420785 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -421094.125000 Penalty: 2931.154785
	Iteration 3F: 3 clusters Score -421094.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -421395.500000 Penalty: 2931.154785
	Iteration 4F: 3 clusters Score -421395.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -421695.906250 Penalty: 2931.154785
	Iteration 5F: 3 clusters Score -421695.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -421985.218750 Penalty: 2931.154785
	Iteration 6F: 3 clusters Score -421985.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -422195.250000 Penalty: 2931.154785
	Iteration 7Q: 3 clusters Score -422195.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -422345.218750 Penalty: 2931.154785
	Iteration 8Q: 3 clusters Score -422345.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -422460.343750 Penalty: 2931.154785
	Iteration 9Q: 3 clusters Score -422460.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -422556.906250 Penalty: 2931.154785
	Iteration 10Q: 3 clusters Score -422556.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -422659.093750 Penalty: 2931.154785
	Iteration 11Q: 3 clusters Score -422659.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -422747.875000 Penalty: 2931.154785
	Iteration 12Q: 3 clusters Score -422747.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -422841.375000 Penalty: 2931.154785
	Iteration 13Q: 3 clusters Score -422841.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -422910.656250 Penalty: 2931.154785
	Iteration 14Q: 3 clusters Score -422910.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -422979.562500 Penalty: 2931.154785
	Iteration 15Q: 3 clusters Score -422979.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -423027.281250 Penalty: 2931.154785
	Iteration 16Q: 3 clusters Score -423027.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -423078.656250 Penalty: 2931.154785
	Iteration 17Q: 3 clusters Score -423078.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -423117.187500 Penalty: 2931.154785
	Iteration 18Q: 3 clusters Score -423117.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -423148.781250 Penalty: 2931.154785
	Iteration 19Q: 3 clusters Score -423148.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -423181.156250 Penalty: 2931.154785
	Iteration 20F: 3 clusters Score -423181.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -423196.906250 Penalty: 2931.154785
	Iteration 21Q: 3 clusters Score -423196.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -423204.375000 Penalty: 2931.154785
	Iteration 22Q: 3 clusters Score -423204.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -423213.750000 Penalty: 2931.154785
	Iteration 23Q: 3 clusters Score -423213.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -423223.125000 Penalty: 2931.154785
	Iteration 24Q: 3 clusters Score -423223.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -423227.468750 Penalty: 2931.154785
	Iteration 25Q: 3 clusters Score -423227.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -423232.562500 Penalty: 2931.154785
	Iteration 26Q: 3 clusters Score -423232.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -423239.031250 Penalty: 2931.154785
	Iteration 27Q: 3 clusters Score -423239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -423245.312500 Penalty: 2931.154785
	Iteration 28Q: 3 clusters Score -423245.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -423249.218750 Penalty: 2931.154785
	Iteration 29Q: 3 clusters Score -423249.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -423251.718750 Penalty: 2931.154785
	Iteration 30Q: 3 clusters Score -423251.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -423254.375000 Penalty: 2931.154785
	Iteration 31Q: 3 clusters Score -423254.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -423255.625000 Penalty: 2931.154785
	Iteration 32Q: 3 clusters Score -423255.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -423258.875000 Penalty: 2931.154785
	Iteration 33Q: 3 clusters Score -423258.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -423259.781250 Penalty: 2931.154785
	Iteration 34Q: 3 clusters Score -423259.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -423261.281250 Penalty: 2931.154785
	Iteration 35Q: 3 clusters Score -423261.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -423262.000000 Penalty: 2931.154785
	Iteration 36Q: 3 clusters Score -423262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -423263.031250 Penalty: 2931.154785
	Iteration 37Q: 3 clusters Score -423263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -423263.187500 Penalty: 2931.154785
	Iteration 38Q: 3 clusters Score -423263.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -423264.062500 Penalty: 2931.154785
	Iteration 39Q: 3 clusters Score -423264.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -423264.562500 Penalty: 2931.154785
	Iteration 40F: 3 clusters Score -423264.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -423265.687500 Penalty: 2931.154785
	Iteration 41Q: 3 clusters Score -423265.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -423265.343750 Penalty: 2931.154785
	Iteration 42Q: 3 clusters Score -423265.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -423265.343750 Penalty: 2931.154785
	Iteration 43F: 3 clusters Score -423265.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Entering Unmasked Estep 
Score: -224236.781250 Penalty: 1370.953003
	Iteration 0F: 2 clusters Score -224236.8 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 2280 members 
Entering Unmasked Estep 
Score: -220526.843750 Penalty: 2741.906006
	Iteration 0F: 3 clusters Score -220526.8 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -221531.250000 Penalty: 2741.906006
	Iteration 1F: 3 clusters Score -221531.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -221720.671875 Penalty: 2741.906006
	Iteration 2F: 3 clusters Score -221720.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -221880.093750 Penalty: 2741.906006
	Iteration 3F: 3 clusters Score -221880.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -222046.375000 Penalty: 2741.906006
	Iteration 4F: 3 clusters Score -222046.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -222206.765625 Penalty: 2741.906006
	Iteration 5F: 3 clusters Score -222206.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -222371.343750 Penalty: 2741.906006
	Iteration 6F: 3 clusters Score -222371.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -222522.171875 Penalty: 2741.906006
	Iteration 7Q: 3 clusters Score -222522.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -222622.453125 Penalty: 2741.906006
	Iteration 8Q: 3 clusters Score -222622.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -222683.765625 Penalty: 2741.906006
	Iteration 9Q: 3 clusters Score -222683.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -222732.546875 Penalty: 2741.906006
	Iteration 10Q: 3 clusters Score -222732.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -222775.765625 Penalty: 2741.906006
	Iteration 11Q: 3 clusters Score -222775.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -222811.171875 Penalty: 2741.906006
	Iteration 12Q: 3 clusters Score -222811.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -222832.000000 Penalty: 2741.906006
	Iteration 13Q: 3 clusters Score -222832 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -222850.687500 Penalty: 2741.906006
	Iteration 14Q: 3 clusters Score -222850.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -222874.781250 Penalty: 2741.906006
	Iteration 15Q: 3 clusters Score -222874.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -222893.296875 Penalty: 2741.906006
	Iteration 16Q: 3 clusters Score -222893.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -222899.781250 Penalty: 2741.906006
	Iteration 17Q: 3 clusters Score -222899.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -222907.609375 Penalty: 2741.906006
	Iteration 18Q: 3 clusters Score -222907.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -222915.843750 Penalty: 2741.906006
	Iteration 19Q: 3 clusters Score -222915.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -222921.984375 Penalty: 2741.906006
	Iteration 20F: 3 clusters Score -222922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -222927.062500 Penalty: 2741.906006
	Iteration 21Q: 3 clusters Score -222927.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -222931.375000 Penalty: 2741.906006
	Iteration 22Q: 3 clusters Score -222931.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -222935.812500 Penalty: 2741.906006
	Iteration 23Q: 3 clusters Score -222935.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -222940.406250 Penalty: 2741.906006
	Iteration 24Q: 3 clusters Score -222940.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -222945.578125 Penalty: 2741.906006
	Iteration 25Q: 3 clusters Score -222945.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -222954.171875 Penalty: 2741.906006
	Iteration 26Q: 3 clusters Score -222954.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -222964.859375 Penalty: 2741.906006
	Iteration 27Q: 3 clusters Score -222964.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -222974.515625 Penalty: 2741.906006
	Iteration 28Q: 3 clusters Score -222974.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -222989.140625 Penalty: 2741.906006
	Iteration 29Q: 3 clusters Score -222989.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -223003.453125 Penalty: 2741.906006
	Iteration 30Q: 3 clusters Score -223003.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -223020.265625 Penalty: 2741.906006
	Iteration 31Q: 3 clusters Score -223020.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -223047.281250 Penalty: 2741.906006
	Iteration 32Q: 3 clusters Score -223047.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -223068.906250 Penalty: 2741.906006
	Iteration 33Q: 3 clusters Score -223068.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -223092.781250 Penalty: 2741.906006
	Iteration 34Q: 3 clusters Score -223092.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -223128.078125 Penalty: 2741.906006
	Iteration 35Q: 3 clusters Score -223128.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -223172.640625 Penalty: 2741.906006
	Iteration 36Q: 3 clusters Score -223172.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -223210.828125 Penalty: 2741.906006
	Iteration 37Q: 3 clusters Score -223210.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -223247.343750 Penalty: 2741.906006
	Iteration 38Q: 3 clusters Score -223247.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -223274.562500 Penalty: 2741.906006
	Iteration 39Q: 3 clusters Score -223274.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -223294.359375 Penalty: 2741.906006
	Iteration 40F: 3 clusters Score -223294.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -223306.343750 Penalty: 2741.906006
	Iteration 41Q: 3 clusters Score -223306.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -223318.046875 Penalty: 2741.906006
	Iteration 42Q: 3 clusters Score -223318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -223329.250000 Penalty: 2741.906006
	Iteration 43Q: 3 clusters Score -223329.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -223335.796875 Penalty: 2741.906006
	Iteration 44Q: 3 clusters Score -223335.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -223338.437500 Penalty: 2741.906006
	Iteration 45Q: 3 clusters Score -223338.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -223341.437500 Penalty: 2741.906006
	Iteration 46Q: 3 clusters Score -223341.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -223346.843750 Penalty: 2741.906006
	Iteration 47Q: 3 clusters Score -223346.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -223351.203125 Penalty: 2741.906006
	Iteration 48Q: 3 clusters Score -223351.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -223354.406250 Penalty: 2741.906006
	Iteration 49Q: 3 clusters Score -223354.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -223356.875000 Penalty: 2741.906006
	Iteration 50Q: 3 clusters Score -223356.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -223356.515625 Penalty: 2741.906006
	Iteration 51Q: 3 clusters Score -223356.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -223357.328125 Penalty: 2741.906006
	Iteration 52Q: 3 clusters Score -223357.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -223357.359375 Penalty: 2741.906006
	Iteration 53Q: 3 clusters Score -223357.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -223357.359375 Penalty: 2741.906006
	Iteration 54F: 3 clusters Score -223357.4 nChanged 0
--- Evaluating fit on full set of 2132432 points ---
Entering Unmasked Estep 
Score: -107895240.000000 Penalty: 61569.968750
22->27 Clusters: Score -107895240.000000, best is -107966464.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 710810 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 31987 members 
Mstep: Class 3 contains 32188 members 
Mstep: Class 4 contains 32319 members 
Mstep: Class 5 contains 32217 members 
Mstep: Class 6 contains 32269 members 
Mstep: Class 7 contains 32154 members 
Mstep: Class 8 contains 32452 members 
Mstep: Class 9 contains 32359 members 
Mstep: Class 10 contains 32523 members 
Mstep: Class 11 contains 32374 members 
Mstep: Class 12 contains 32457 members 
Mstep: Class 13 contains 32511 members 
Mstep: Class 14 contains 32500 members 
Mstep: Class 15 contains 32337 members 
Mstep: Class 16 contains 31996 members 
Mstep: Class 17 contains 32033 members 
Mstep: Class 18 contains 32474 members 
Mstep: Class 19 contains 32877 members 
Mstep: Class 20 contains 32313 members 
Mstep: Class 21 contains 32294 members 
Mstep: Class 22 contains 32162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 776.279541 but Gain 2189.550781
Score: -32184990.000000 Penalty: 45980.570312
Iteration 0F: 22 clusters Score -3.218499e+07 nChanged 673378
Entering Unmasked Mstep 
Mstep: Class 0 contains 1133 members 
Mstep: Class 2 contains 19124 members 
Mstep: Class 3 contains 27259 members 
Mstep: Class 4 contains 29675 members 
Mstep: Class 5 contains 23833 members 
Mstep: Class 6 contains 28056 members 
Mstep: Class 7 contains 25358 members 
Mstep: Class 8 contains 31026 members 
Mstep: Class 9 contains 25441 members 
Mstep: Class 10 contains 39715 members 
Mstep: Class 11 contains 40144 members 
Mstep: Class 12 contains 25251 members 
Mstep: Class 13 contains 35850 members 
Mstep: Class 14 contains 25844 members 
Mstep: Class 15 contains 65047 members 
Mstep: Class 16 contains 37581 members 
Mstep: Class 17 contains 28291 members 
Mstep: Class 18 contains 43028 members 
Mstep: Class 19 contains 64346 members 
Mstep: Class 20 contains 33056 members 
Mstep: Class 21 contains 25482 members 
Mstep: Class 22 contains 36270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34355220.000000 Penalty: 45980.570312
Iteration 1F: 22 clusters Score -3.435522e+07 nChanged 239831
Entering Unmasked Mstep 
Mstep: Class 0 contains 418 members 
Mstep: Class 2 contains 13170 members 
Mstep: Class 3 contains 26117 members 
Mstep: Class 4 contains 22744 members 
Mstep: Class 5 contains 26261 members 
Mstep: Class 6 contains 31981 members 
Mstep: Class 7 contains 17814 members 
Mstep: Class 8 contains 30366 members 
Mstep: Class 9 contains 18298 members 
Mstep: Class 10 contains 29553 members 
Mstep: Class 11 contains 40908 members 
Mstep: Class 12 contains 17537 members 
Mstep: Class 13 contains 40256 members 
Mstep: Class 14 contains 21225 members 
Mstep: Class 15 contains 81507 members 
Mstep: Class 16 contains 44751 members 
Mstep: Class 17 contains 23874 members 
Mstep: Class 18 contains 50525 members 
Mstep: Class 19 contains 80985 members 
Mstep: Class 20 contains 31955 members 
Mstep: Class 21 contains 21492 members 
Mstep: Class 22 contains 39073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34897288.000000 Penalty: 45980.570312
Iteration 2F: 22 clusters Score -3.489729e+07 nChanged 182711
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 2 contains 9586 members 
Mstep: Class 3 contains 21306 members 
Mstep: Class 4 contains 22843 members 
Mstep: Class 5 contains 33946 members 
Mstep: Class 6 contains 38801 members 
Mstep: Class 7 contains 12223 members 
Mstep: Class 8 contains 34358 members 
Mstep: Class 9 contains 12762 members 
Mstep: Class 10 contains 19096 members 
Mstep: Class 11 contains 34914 members 
Mstep: Class 12 contains 14688 members 
Mstep: Class 13 contains 41841 members 
Mstep: Class 14 contains 18634 members 
Mstep: Class 15 contains 66749 members 
Mstep: Class 16 contains 56800 members 
Mstep: Class 17 contains 20457 members 
Mstep: Class 18 contains 68714 members 
Mstep: Class 19 contains 103491 members 
Mstep: Class 20 contains 29100 members 
Mstep: Class 21 contains 16021 members 
Mstep: Class 22 contains 34344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35240284.000000 Penalty: 45980.570312
Iteration 3F: 22 clusters Score -3.524028e+07 nChanged 147600
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 2 contains 6980 members 
Mstep: Class 3 contains 17190 members 
Mstep: Class 4 contains 25255 members 
Mstep: Class 5 contains 39809 members 
Mstep: Class 6 contains 39238 members 
Mstep: Class 7 contains 9165 members 
Mstep: Class 8 contains 39411 members 
Mstep: Class 9 contains 8985 members 
Mstep: Class 10 contains 12147 members 
Mstep: Class 11 contains 30155 members 
Mstep: Class 12 contains 12723 members 
Mstep: Class 13 contains 40068 members 
Mstep: Class 14 contains 16265 members 
Mstep: Class 15 contains 40332 members 
Mstep: Class 16 contains 70974 members 
Mstep: Class 17 contains 19277 members 
Mstep: Class 18 contains 81449 members 
Mstep: Class 19 contains 129159 members 
Mstep: Class 20 contains 30266 members 
Mstep: Class 21 contains 12170 members 
Mstep: Class 22 contains 29729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35414548.000000 Penalty: 45980.570312
Iteration 4F: 22 clusters Score -3.541455e+07 nChanged 116148
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 2 contains 5787 members 
Mstep: Class 3 contains 12481 members 
Mstep: Class 4 contains 25170 members 
Mstep: Class 5 contains 41647 members 
Mstep: Class 6 contains 39695 members 
Mstep: Class 7 contains 8110 members 
Mstep: Class 8 contains 43250 members 
Mstep: Class 9 contains 8179 members 
Mstep: Class 10 contains 8359 members 
Mstep: Class 11 contains 23890 members 
Mstep: Class 12 contains 11109 members 
Mstep: Class 13 contains 34364 members 
Mstep: Class 14 contains 14227 members 
Mstep: Class 15 contains 19809 members 
Mstep: Class 16 contains 83078 members 
Mstep: Class 17 contains 17924 members 
Mstep: Class 18 contains 87326 members 
Mstep: Class 19 contains 155710 members 
Mstep: Class 20 contains 34858 members 
Mstep: Class 21 contains 9599 members 
Mstep: Class 22 contains 26188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35540984.000000 Penalty: 45980.570312
Iteration 5F: 22 clusters Score -3.554098e+07 nChanged 95773
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 2 contains 5319 members 
Mstep: Class 3 contains 7994 members 
Mstep: Class 4 contains 23602 members 
Mstep: Class 5 contains 41425 members 
Mstep: Class 6 contains 43810 members 
Mstep: Class 7 contains 8011 members 
Mstep: Class 8 contains 44367 members 
Mstep: Class 9 contains 8623 members 
Mstep: Class 10 contains 5746 members 
Mstep: Class 11 contains 16716 members 
Mstep: Class 12 contains 9987 members 
Mstep: Class 13 contains 26713 members 
Mstep: Class 14 contains 12823 members 
Mstep: Class 15 contains 7728 members 
Mstep: Class 16 contains 91411 members 
Mstep: Class 17 contains 16412 members 
Mstep: Class 18 contains 84907 members 
Mstep: Class 19 contains 183523 members 
Mstep: Class 20 contains 40520 members 
Mstep: Class 21 contains 7783 members 
Mstep: Class 22 contains 23351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35638328.000000 Penalty: 45980.570312
Iteration 6F: 22 clusters Score -3.563833e+07 nChanged 78469
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 5156 members 
Mstep: Class 3 contains 4590 members 
Mstep: Class 4 contains 21256 members 
Mstep: Class 5 contains 40608 members 
Mstep: Class 6 contains 52229 members 
Mstep: Class 7 contains 8149 members 
Mstep: Class 8 contains 43507 members 
Mstep: Class 9 contains 9104 members 
Mstep: Class 10 contains 4072 members 
Mstep: Class 11 contains 10802 members 
Mstep: Class 12 contains 9343 members 
Mstep: Class 13 contains 18776 members 
Mstep: Class 14 contains 11774 members 
Mstep: Class 15 contains 3162 members 
Mstep: Class 16 contains 95918 members 
Mstep: Class 17 contains 14884 members 
Mstep: Class 18 contains 74258 members 
Mstep: Class 19 contains 210553 members 
Mstep: Class 20 contains 44378 members 
Mstep: Class 21 contains 6736 members 
Mstep: Class 22 contains 21524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35708020.000000 Penalty: 45980.570312
Iteration 7F: 22 clusters Score -3.570802e+07 nChanged 61654
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 5051 members 
Mstep: Class 3 contains 2421 members 
Mstep: Class 4 contains 19267 members 
Mstep: Class 5 contains 39498 members 
Mstep: Class 6 contains 60925 members 
Mstep: Class 7 contains 8294 members 
Mstep: Class 8 contains 41768 members 
Mstep: Class 9 contains 9508 members 
Mstep: Class 10 contains 3180 members 
Mstep: Class 11 contains 7050 members 
Mstep: Class 12 contains 8777 members 
Mstep: Class 13 contains 12163 members 
Mstep: Class 14 contains 11015 members 
Mstep: Class 15 contains 1796 members 
Mstep: Class 16 contains 98077 members 
Mstep: Class 17 contains 13848 members 
Mstep: Class 18 contains 60275 members 
Mstep: Class 19 contains 234300 members 
Mstep: Class 20 contains 47376 members 
Mstep: Class 21 contains 6332 members 
Mstep: Class 22 contains 19861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1326.163574 but Gain 2189.550781
Score: -35760040.000000 Penalty: 43791.019531
Iteration 8F: 21 clusters Score -3.576004e+07 nChanged 47144
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 4 contains 18039 members 
Mstep: Class 5 contains 38313 members 
Mstep: Class 6 contains 67398 members 
Mstep: Class 7 contains 8358 members 
Mstep: Class 8 contains 39966 members 
Mstep: Class 9 contains 9797 members 
Mstep: Class 10 contains 2765 members 
Mstep: Class 11 contains 5045 members 
Mstep: Class 12 contains 8326 members 
Mstep: Class 13 contains 7741 members 
Mstep: Class 14 contains 10721 members 
Mstep: Class 15 contains 1547 members 
Mstep: Class 16 contains 98854 members 
Mstep: Class 17 contains 13030 members 
Mstep: Class 18 contains 48162 members 
Mstep: Class 19 contains 253318 members 
Mstep: Class 20 contains 49853 members 
Mstep: Class 21 contains 6226 members 
Mstep: Class 22 contains 18340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35796360.000000 Penalty: 43791.019531
Iteration 9F: 21 clusters Score -3.579636e+07 nChanged 32942
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 4953 members 
Mstep: Class 4 contains 17301 members 
Mstep: Class 5 contains 37362 members 
Mstep: Class 6 contains 71344 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 38317 members 
Mstep: Class 9 contains 9826 members 
Mstep: Class 10 contains 2563 members 
Mstep: Class 11 contains 4297 members 
Mstep: Class 12 contains 7943 members 
Mstep: Class 13 contains 4993 members 
Mstep: Class 14 contains 10454 members 
Mstep: Class 15 contains 1764 members 
Mstep: Class 16 contains 98438 members 
Mstep: Class 17 contains 12390 members 
Mstep: Class 18 contains 39074 members 
Mstep: Class 19 contains 266424 members 
Mstep: Class 20 contains 51833 members 
Mstep: Class 21 contains 6144 members 
Mstep: Class 22 contains 16976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35818708.000000 Penalty: 43791.019531
Iteration 10Q: 21 clusters Score -3.581871e+07 nChanged 23847
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 4905 members 
Mstep: Class 4 contains 16789 members 
Mstep: Class 5 contains 36696 members 
Mstep: Class 6 contains 73735 members 
Mstep: Class 7 contains 8376 members 
Mstep: Class 8 contains 37144 members 
Mstep: Class 9 contains 9677 members 
Mstep: Class 10 contains 2452 members 
Mstep: Class 11 contains 4379 members 
Mstep: Class 12 contains 7700 members 
Mstep: Class 13 contains 3425 members 
Mstep: Class 14 contains 10203 members 
Mstep: Class 15 contains 2203 members 
Mstep: Class 16 contains 97517 members 
Mstep: Class 17 contains 11917 members 
Mstep: Class 18 contains 32855 members 
Mstep: Class 19 contains 275642 members 
Mstep: Class 20 contains 53403 members 
Mstep: Class 21 contains 6073 members 
Mstep: Class 22 contains 15686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35833068.000000 Penalty: 43791.019531
Iteration 11Q: 21 clusters Score -3.583307e+07 nChanged 18119
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 4861 members 
Mstep: Class 4 contains 16352 members 
Mstep: Class 5 contains 36230 members 
Mstep: Class 6 contains 75129 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 36268 members 
Mstep: Class 9 contains 9484 members 
Mstep: Class 10 contains 2402 members 
Mstep: Class 11 contains 5024 members 
Mstep: Class 12 contains 7507 members 
Mstep: Class 13 contains 2509 members 
Mstep: Class 14 contains 9983 members 
Mstep: Class 15 contains 2757 members 
Mstep: Class 16 contains 96375 members 
Mstep: Class 17 contains 11569 members 
Mstep: Class 18 contains 28342 members 
Mstep: Class 19 contains 282505 members 
Mstep: Class 20 contains 54596 members 
Mstep: Class 21 contains 5993 members 
Mstep: Class 22 contains 14523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35842672.000000 Penalty: 43791.019531
Iteration 12Q: 21 clusters Score -3.584267e+07 nChanged 14224
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 2 contains 4835 members 
Mstep: Class 4 contains 16030 members 
Mstep: Class 5 contains 35903 members 
Mstep: Class 6 contains 75993 members 
Mstep: Class 7 contains 8337 members 
Mstep: Class 8 contains 35692 members 
Mstep: Class 9 contains 9309 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 5918 members 
Mstep: Class 12 contains 7357 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9831 members 
Mstep: Class 15 contains 3331 members 
Mstep: Class 16 contains 95055 members 
Mstep: Class 17 contains 11284 members 
Mstep: Class 18 contains 24756 members 
Mstep: Class 19 contains 287824 members 
Mstep: Class 20 contains 55491 members 
Mstep: Class 21 contains 5947 members 
Mstep: Class 22 contains 13485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1994.423706 but Gain 2189.550781
Score: -35849924.000000 Penalty: 41601.468750
Iteration 13Q: 20 clusters Score -3.584992e+07 nChanged 12682
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 2 contains 4791 members 
Mstep: Class 4 contains 15792 members 
Mstep: Class 5 contains 35691 members 
Mstep: Class 6 contains 76740 members 
Mstep: Class 7 contains 8302 members 
Mstep: Class 8 contains 35331 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 7391 members 
Mstep: Class 12 contains 7242 members 
Mstep: Class 14 contains 9651 members 
Mstep: Class 15 contains 3863 members 
Mstep: Class 16 contains 94422 members 
Mstep: Class 17 contains 11090 members 
Mstep: Class 18 contains 21892 members 
Mstep: Class 19 contains 292399 members 
Mstep: Class 20 contains 56180 members 
Mstep: Class 21 contains 5929 members 
Mstep: Class 22 contains 12548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35857632.000000 Penalty: 41601.468750
Iteration 14Q: 20 clusters Score -3.585763e+07 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 2 contains 4764 members 
Mstep: Class 4 contains 15588 members 
Mstep: Class 5 contains 35563 members 
Mstep: Class 6 contains 77037 members 
Mstep: Class 7 contains 8272 members 
Mstep: Class 8 contains 35058 members 
Mstep: Class 9 contains 8896 members 
Mstep: Class 10 contains 2478 members 
Mstep: Class 11 contains 8513 members 
Mstep: Class 12 contains 7128 members 
Mstep: Class 14 contains 9475 members 
Mstep: Class 15 contains 4355 members 
Mstep: Class 16 contains 93177 members 
Mstep: Class 17 contains 10898 members 
Mstep: Class 18 contains 19556 members 
Mstep: Class 19 contains 295683 members 
Mstep: Class 20 contains 56815 members 
Mstep: Class 21 contains 5874 members 
Mstep: Class 22 contains 11642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35861820.000000 Penalty: 41601.468750
Iteration 15Q: 20 clusters Score -3.586182e+07 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 2 contains 4744 members 
Mstep: Class 4 contains 15411 members 
Mstep: Class 5 contains 35437 members 
Mstep: Class 6 contains 77226 members 
Mstep: Class 7 contains 8227 members 
Mstep: Class 8 contains 34857 members 
Mstep: Class 9 contains 8712 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 9556 members 
Mstep: Class 12 contains 7058 members 
Mstep: Class 14 contains 9320 members 
Mstep: Class 15 contains 4791 members 
Mstep: Class 16 contains 92043 members 
Mstep: Class 17 contains 10752 members 
Mstep: Class 18 contains 17733 members 
Mstep: Class 19 contains 298300 members 
Mstep: Class 20 contains 57425 members 
Mstep: Class 21 contains 5836 members 
Mstep: Class 22 contains 10815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35864956.000000 Penalty: 41601.468750
Iteration 16Q: 20 clusters Score -3.586496e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 2 contains 4730 members 
Mstep: Class 4 contains 15280 members 
Mstep: Class 5 contains 35333 members 
Mstep: Class 6 contains 77334 members 
Mstep: Class 7 contains 8166 members 
Mstep: Class 8 contains 34735 members 
Mstep: Class 9 contains 8551 members 
Mstep: Class 10 contains 2577 members 
Mstep: Class 11 contains 10497 members 
Mstep: Class 12 contains 7023 members 
Mstep: Class 14 contains 9212 members 
Mstep: Class 15 contains 5166 members 
Mstep: Class 16 contains 91055 members 
Mstep: Class 17 contains 10620 members 
Mstep: Class 18 contains 16272 members 
Mstep: Class 19 contains 300372 members 
Mstep: Class 20 contains 57998 members 
Mstep: Class 21 contains 5802 members 
Mstep: Class 22 contains 10051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867172.000000 Penalty: 41601.468750
Iteration 17Q: 20 clusters Score -3.586717e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 4718 members 
Mstep: Class 4 contains 15162 members 
Mstep: Class 5 contains 35269 members 
Mstep: Class 6 contains 77377 members 
Mstep: Class 7 contains 8072 members 
Mstep: Class 8 contains 34654 members 
Mstep: Class 9 contains 8384 members 
Mstep: Class 10 contains 2623 members 
Mstep: Class 11 contains 11355 members 
Mstep: Class 12 contains 7017 members 
Mstep: Class 14 contains 9169 members 
Mstep: Class 15 contains 5464 members 
Mstep: Class 16 contains 90198 members 
Mstep: Class 17 contains 10493 members 
Mstep: Class 18 contains 15111 members 
Mstep: Class 19 contains 302015 members 
Mstep: Class 20 contains 58553 members 
Mstep: Class 21 contains 5794 members 
Mstep: Class 22 contains 9349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35868868.000000 Penalty: 41601.468750
Iteration 18Q: 20 clusters Score -3.586887e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 2 contains 4715 members 
Mstep: Class 4 contains 15061 members 
Mstep: Class 5 contains 35211 members 
Mstep: Class 6 contains 77398 members 
Mstep: Class 7 contains 7968 members 
Mstep: Class 8 contains 34611 members 
Mstep: Class 9 contains 8243 members 
Mstep: Class 10 contains 2647 members 
Mstep: Class 11 contains 12070 members 
Mstep: Class 12 contains 6995 members 
Mstep: Class 14 contains 9138 members 
Mstep: Class 15 contains 5734 members 
Mstep: Class 16 contains 89488 members 
Mstep: Class 17 contains 10427 members 
Mstep: Class 18 contains 14178 members 
Mstep: Class 19 contains 303337 members 
Mstep: Class 20 contains 59070 members 
Mstep: Class 21 contains 5752 members 
Mstep: Class 22 contains 8734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35870432.000000 Penalty: 41601.468750
Iteration 19Q: 20 clusters Score -3.587043e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 4712 members 
Mstep: Class 4 contains 14981 members 
Mstep: Class 5 contains 35170 members 
Mstep: Class 6 contains 77399 members 
Mstep: Class 7 contains 7855 members 
Mstep: Class 8 contains 34573 members 
Mstep: Class 9 contains 8136 members 
Mstep: Class 10 contains 2669 members 
Mstep: Class 11 contains 12606 members 
Mstep: Class 12 contains 6984 members 
Mstep: Class 14 contains 9134 members 
Mstep: Class 15 contains 5944 members 
Mstep: Class 16 contains 88946 members 
Mstep: Class 17 contains 10381 members 
Mstep: Class 18 contains 13338 members 
Mstep: Class 19 contains 304490 members 
Mstep: Class 20 contains 59566 members 
Mstep: Class 21 contains 5708 members 
Mstep: Class 22 contains 8186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872324.000000 Penalty: 41601.468750
Iteration 20F: 20 clusters Score -3.587232e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 4676 members 
Mstep: Class 4 contains 14916 members 
Mstep: Class 5 contains 35143 members 
Mstep: Class 6 contains 77314 members 
Mstep: Class 7 contains 7680 members 
Mstep: Class 8 contains 34549 members 
Mstep: Class 9 contains 8046 members 
Mstep: Class 10 contains 2748 members 
Mstep: Class 11 contains 13452 members 
Mstep: Class 12 contains 6949 members 
Mstep: Class 14 contains 9206 members 
Mstep: Class 15 contains 6257 members 
Mstep: Class 16 contains 88185 members 
Mstep: Class 17 contains 10262 members 
Mstep: Class 18 contains 12588 members 
Mstep: Class 19 contains 305494 members 
Mstep: Class 20 contains 59898 members 
Mstep: Class 21 contains 5712 members 
Mstep: Class 22 contains 7705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873908.000000 Penalty: 41601.468750
Iteration 21Q: 20 clusters Score -3.587391e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 4646 members 
Mstep: Class 4 contains 14839 members 
Mstep: Class 5 contains 35142 members 
Mstep: Class 6 contains 77220 members 
Mstep: Class 7 contains 7533 members 
Mstep: Class 8 contains 34530 members 
Mstep: Class 9 contains 7982 members 
Mstep: Class 10 contains 2800 members 
Mstep: Class 11 contains 14177 members 
Mstep: Class 12 contains 6920 members 
Mstep: Class 14 contains 9268 members 
Mstep: Class 15 contains 6468 members 
Mstep: Class 16 contains 87547 members 
Mstep: Class 17 contains 10160 members 
Mstep: Class 18 contains 11936 members 
Mstep: Class 19 contains 306390 members 
Mstep: Class 20 contains 60172 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 7341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875060.000000 Penalty: 41601.468750
Iteration 22Q: 20 clusters Score -3.587506e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 4623 members 
Mstep: Class 4 contains 14784 members 
Mstep: Class 5 contains 35112 members 
Mstep: Class 6 contains 77079 members 
Mstep: Class 7 contains 7357 members 
Mstep: Class 8 contains 34522 members 
Mstep: Class 9 contains 7921 members 
Mstep: Class 10 contains 2849 members 
Mstep: Class 11 contains 14802 members 
Mstep: Class 12 contains 6895 members 
Mstep: Class 14 contains 9335 members 
Mstep: Class 15 contains 6624 members 
Mstep: Class 16 contains 86996 members 
Mstep: Class 17 contains 10078 members 
Mstep: Class 18 contains 11379 members 
Mstep: Class 19 contains 307195 members 
Mstep: Class 20 contains 60388 members 
Mstep: Class 21 contains 5746 members 
Mstep: Class 22 contains 7097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35876204.000000 Penalty: 41601.468750
Iteration 23Q: 20 clusters Score -3.58762e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 4604 members 
Mstep: Class 4 contains 14729 members 
Mstep: Class 5 contains 35110 members 
Mstep: Class 6 contains 76909 members 
Mstep: Class 7 contains 7208 members 
Mstep: Class 8 contains 34492 members 
Mstep: Class 9 contains 7888 members 
Mstep: Class 10 contains 2910 members 
Mstep: Class 11 contains 15351 members 
Mstep: Class 12 contains 6871 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 6740 members 
Mstep: Class 16 contains 86481 members 
Mstep: Class 17 contains 10021 members 
Mstep: Class 18 contains 10912 members 
Mstep: Class 19 contains 307947 members 
Mstep: Class 20 contains 60573 members 
Mstep: Class 21 contains 5753 members 
Mstep: Class 22 contains 6879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35877096.000000 Penalty: 41601.468750
Iteration 24Q: 20 clusters Score -3.58771e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 4596 members 
Mstep: Class 4 contains 14677 members 
Mstep: Class 5 contains 35085 members 
Mstep: Class 6 contains 76750 members 
Mstep: Class 7 contains 7078 members 
Mstep: Class 8 contains 34505 members 
Mstep: Class 9 contains 7841 members 
Mstep: Class 10 contains 2973 members 
Mstep: Class 11 contains 15785 members 
Mstep: Class 12 contains 6830 members 
Mstep: Class 14 contains 9495 members 
Mstep: Class 15 contains 6828 members 
Mstep: Class 16 contains 86075 members 
Mstep: Class 17 contains 9948 members 
Mstep: Class 18 contains 10547 members 
Mstep: Class 19 contains 308533 members 
Mstep: Class 20 contains 60790 members 
Mstep: Class 21 contains 5738 members 
Mstep: Class 22 contains 6708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35877880.000000 Penalty: 41601.468750
Iteration 25Q: 20 clusters Score -3.587788e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 4581 members 
Mstep: Class 4 contains 14645 members 
Mstep: Class 5 contains 35046 members 
Mstep: Class 6 contains 76621 members 
Mstep: Class 7 contains 6960 members 
Mstep: Class 8 contains 34530 members 
Mstep: Class 9 contains 7821 members 
Mstep: Class 10 contains 3040 members 
Mstep: Class 11 contains 16165 members 
Mstep: Class 12 contains 6784 members 
Mstep: Class 14 contains 9578 members 
Mstep: Class 15 contains 6911 members 
Mstep: Class 16 contains 85739 members 
Mstep: Class 17 contains 9882 members 
Mstep: Class 18 contains 10187 members 
Mstep: Class 19 contains 309050 members 
Mstep: Class 20 contains 60985 members 
Mstep: Class 21 contains 5740 members 
Mstep: Class 22 contains 6517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35878440.000000 Penalty: 41601.468750
Iteration 26Q: 20 clusters Score -3.587844e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 4560 members 
Mstep: Class 4 contains 14612 members 
Mstep: Class 5 contains 34977 members 
Mstep: Class 6 contains 76536 members 
Mstep: Class 7 contains 6839 members 
Mstep: Class 8 contains 34552 members 
Mstep: Class 9 contains 7804 members 
Mstep: Class 10 contains 3150 members 
Mstep: Class 11 contains 16485 members 
Mstep: Class 12 contains 6748 members 
Mstep: Class 14 contains 9638 members 
Mstep: Class 15 contains 6960 members 
Mstep: Class 16 contains 85460 members 
Mstep: Class 17 contains 9807 members 
Mstep: Class 18 contains 9874 members 
Mstep: Class 19 contains 309463 members 
Mstep: Class 20 contains 61169 members 
Mstep: Class 21 contains 5760 members 
Mstep: Class 22 contains 6388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35879016.000000 Penalty: 41601.468750
Iteration 27Q: 20 clusters Score -3.587902e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 4538 members 
Mstep: Class 4 contains 14591 members 
Mstep: Class 5 contains 34900 members 
Mstep: Class 6 contains 76456 members 
Mstep: Class 7 contains 6724 members 
Mstep: Class 8 contains 34568 members 
Mstep: Class 9 contains 7786 members 
Mstep: Class 10 contains 3260 members 
Mstep: Class 11 contains 16741 members 
Mstep: Class 12 contains 6715 members 
Mstep: Class 14 contains 9696 members 
Mstep: Class 15 contains 6998 members 
Mstep: Class 16 contains 85234 members 
Mstep: Class 17 contains 9741 members 
Mstep: Class 18 contains 9592 members 
Mstep: Class 19 contains 309823 members 
Mstep: Class 20 contains 61347 members 
Mstep: Class 21 contains 5804 members 
Mstep: Class 22 contains 6268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35879432.000000 Penalty: 41601.468750
Iteration 28Q: 20 clusters Score -3.587943e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 4502 members 
Mstep: Class 4 contains 14562 members 
Mstep: Class 5 contains 34795 members 
Mstep: Class 6 contains 76354 members 
Mstep: Class 7 contains 6616 members 
Mstep: Class 8 contains 34602 members 
Mstep: Class 9 contains 7770 members 
Mstep: Class 10 contains 3385 members 
Mstep: Class 11 contains 16968 members 
Mstep: Class 12 contains 6659 members 
Mstep: Class 14 contains 9774 members 
Mstep: Class 15 contains 7026 members 
Mstep: Class 16 contains 85053 members 
Mstep: Class 17 contains 9668 members 
Mstep: Class 18 contains 9347 members 
Mstep: Class 19 contains 310138 members 
Mstep: Class 20 contains 61549 members 
Mstep: Class 21 contains 5854 members 
Mstep: Class 22 contains 6160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35880096.000000 Penalty: 41601.468750
Iteration 29Q: 20 clusters Score -3.58801e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 4457 members 
Mstep: Class 4 contains 14543 members 
Mstep: Class 5 contains 34650 members 
Mstep: Class 6 contains 76256 members 
Mstep: Class 7 contains 6530 members 
Mstep: Class 8 contains 34624 members 
Mstep: Class 9 contains 7763 members 
Mstep: Class 10 contains 3511 members 
Mstep: Class 11 contains 17164 members 
Mstep: Class 12 contains 6612 members 
Mstep: Class 14 contains 9833 members 
Mstep: Class 15 contains 7068 members 
Mstep: Class 16 contains 84897 members 
Mstep: Class 17 contains 9607 members 
Mstep: Class 18 contains 9137 members 
Mstep: Class 19 contains 310426 members 
Mstep: Class 20 contains 61775 members 
Mstep: Class 21 contains 5907 members 
Mstep: Class 22 contains 6022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35880400.000000 Penalty: 41601.468750
Iteration 30Q: 20 clusters Score -3.58804e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 4411 members 
Mstep: Class 4 contains 14526 members 
Mstep: Class 5 contains 34441 members 
Mstep: Class 6 contains 76173 members 
Mstep: Class 7 contains 6446 members 
Mstep: Class 8 contains 34644 members 
Mstep: Class 9 contains 7759 members 
Mstep: Class 10 contains 3633 members 
Mstep: Class 11 contains 17325 members 
Mstep: Class 12 contains 6570 members 
Mstep: Class 14 contains 9899 members 
Mstep: Class 15 contains 7093 members 
Mstep: Class 16 contains 84787 members 
Mstep: Class 17 contains 9554 members 
Mstep: Class 18 contains 8919 members 
Mstep: Class 19 contains 310667 members 
Mstep: Class 20 contains 62044 members 
Mstep: Class 21 contains 5970 members 
Mstep: Class 22 contains 5921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35880924.000000 Penalty: 41601.468750
Iteration 31Q: 20 clusters Score -3.588092e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 4361 members 
Mstep: Class 4 contains 14520 members 
Mstep: Class 5 contains 34210 members 
Mstep: Class 6 contains 76073 members 
Mstep: Class 7 contains 6348 members 
Mstep: Class 8 contains 34655 members 
Mstep: Class 9 contains 7762 members 
Mstep: Class 10 contains 3753 members 
Mstep: Class 11 contains 17453 members 
Mstep: Class 12 contains 6533 members 
Mstep: Class 14 contains 9973 members 
Mstep: Class 15 contains 7108 members 
Mstep: Class 16 contains 84694 members 
Mstep: Class 17 contains 9497 members 
Mstep: Class 18 contains 8733 members 
Mstep: Class 19 contains 310898 members 
Mstep: Class 20 contains 62319 members 
Mstep: Class 21 contains 6051 members 
Mstep: Class 22 contains 5841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35881316.000000 Penalty: 41601.468750
Iteration 32Q: 20 clusters Score -3.588132e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 4326 members 
Mstep: Class 4 contains 14513 members 
Mstep: Class 5 contains 33949 members 
Mstep: Class 6 contains 75972 members 
Mstep: Class 7 contains 6265 members 
Mstep: Class 8 contains 34681 members 
Mstep: Class 9 contains 7759 members 
Mstep: Class 10 contains 3843 members 
Mstep: Class 11 contains 17566 members 
Mstep: Class 12 contains 6505 members 
Mstep: Class 14 contains 10029 members 
Mstep: Class 15 contains 7118 members 
Mstep: Class 16 contains 84615 members 
Mstep: Class 17 contains 9467 members 
Mstep: Class 18 contains 8560 members 
Mstep: Class 19 contains 311101 members 
Mstep: Class 20 contains 62528 members 
Mstep: Class 21 contains 6141 members 
Mstep: Class 22 contains 5844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35881576.000000 Penalty: 41601.468750
Iteration 33Q: 20 clusters Score -3.588158e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 4 contains 14496 members 
Mstep: Class 5 contains 33684 members 
Mstep: Class 6 contains 75895 members 
Mstep: Class 7 contains 6166 members 
Mstep: Class 8 contains 34696 members 
Mstep: Class 9 contains 7753 members 
Mstep: Class 10 contains 3922 members 
Mstep: Class 11 contains 17672 members 
Mstep: Class 12 contains 6474 members 
Mstep: Class 14 contains 10096 members 
Mstep: Class 15 contains 7131 members 
Mstep: Class 16 contains 84537 members 
Mstep: Class 17 contains 9440 members 
Mstep: Class 18 contains 8424 members 
Mstep: Class 19 contains 311265 members 
Mstep: Class 20 contains 62670 members 
Mstep: Class 21 contains 6258 members 
Mstep: Class 22 contains 5904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35881852.000000 Penalty: 41601.468750
Iteration 34Q: 20 clusters Score -3.588185e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 4279 members 
Mstep: Class 4 contains 14487 members 
Mstep: Class 5 contains 33377 members 
Mstep: Class 6 contains 75831 members 
Mstep: Class 7 contains 6065 members 
Mstep: Class 8 contains 34717 members 
Mstep: Class 9 contains 7756 members 
Mstep: Class 10 contains 3985 members 
Mstep: Class 11 contains 17768 members 
Mstep: Class 12 contains 6438 members 
Mstep: Class 14 contains 10175 members 
Mstep: Class 15 contains 7135 members 
Mstep: Class 16 contains 84461 members 
Mstep: Class 17 contains 9413 members 
Mstep: Class 18 contains 8297 members 
Mstep: Class 19 contains 311396 members 
Mstep: Class 20 contains 62762 members 
Mstep: Class 21 contains 6416 members 
Mstep: Class 22 contains 6024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35882104.000000 Penalty: 41601.468750
Iteration 35Q: 20 clusters Score -3.58821e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 4271 members 
Mstep: Class 4 contains 14483 members 
Mstep: Class 5 contains 33084 members 
Mstep: Class 6 contains 75772 members 
Mstep: Class 7 contains 5968 members 
Mstep: Class 8 contains 34738 members 
Mstep: Class 9 contains 7779 members 
Mstep: Class 10 contains 4027 members 
Mstep: Class 11 contains 17850 members 
Mstep: Class 12 contains 6417 members 
Mstep: Class 14 contains 10227 members 
Mstep: Class 15 contains 7148 members 
Mstep: Class 16 contains 84408 members 
Mstep: Class 17 contains 9388 members 
Mstep: Class 18 contains 8169 members 
Mstep: Class 19 contains 311523 members 
Mstep: Class 20 contains 62818 members 
Mstep: Class 21 contains 6571 members 
Mstep: Class 22 contains 6141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35882404.000000 Penalty: 41601.468750
Iteration 36Q: 20 clusters Score -3.58824e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 4269 members 
Mstep: Class 4 contains 14477 members 
Mstep: Class 5 contains 32827 members 
Mstep: Class 6 contains 75728 members 
Mstep: Class 7 contains 5886 members 
Mstep: Class 8 contains 34734 members 
Mstep: Class 9 contains 7800 members 
Mstep: Class 10 contains 4063 members 
Mstep: Class 11 contains 17915 members 
Mstep: Class 12 contains 6400 members 
Mstep: Class 14 contains 10264 members 
Mstep: Class 15 contains 7156 members 
Mstep: Class 16 contains 84348 members 
Mstep: Class 17 contains 9391 members 
Mstep: Class 18 contains 8046 members 
Mstep: Class 19 contains 311668 members 
Mstep: Class 20 contains 62834 members 
Mstep: Class 21 contains 6716 members 
Mstep: Class 22 contains 6260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35882648.000000 Penalty: 41601.468750
Iteration 37Q: 20 clusters Score -3.588265e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 4 contains 14471 members 
Mstep: Class 5 contains 32572 members 
Mstep: Class 6 contains 75698 members 
Mstep: Class 7 contains 5812 members 
Mstep: Class 8 contains 34723 members 
Mstep: Class 9 contains 7829 members 
Mstep: Class 10 contains 4092 members 
Mstep: Class 11 contains 17992 members 
Mstep: Class 12 contains 6381 members 
Mstep: Class 14 contains 10295 members 
Mstep: Class 15 contains 7166 members 
Mstep: Class 16 contains 84298 members 
Mstep: Class 17 contains 9403 members 
Mstep: Class 18 contains 7938 members 
Mstep: Class 19 contains 311772 members 
Mstep: Class 20 contains 62820 members 
Mstep: Class 21 contains 6884 members 
Mstep: Class 22 contains 6374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35882920.000000 Penalty: 41601.468750
Iteration 38Q: 20 clusters Score -3.588292e+07 nChanged 1168
Entering ConstructFrom: 
Score: -35882920.000000 Penalty: 41601.468750
Entering ConstructFrom: 
Trying to split cluster 2 (4256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Entering Unmasked Estep 
Score: -179099.343750 Penalty: 1357.863770
	Iteration 0F: 2 clusters Score -179099.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -175632.968750 Penalty: 2715.727539
	Iteration 0F: 3 clusters Score -175633 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -177527.218750 Penalty: 2715.727539
	Iteration 1F: 3 clusters Score -177527.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -178585.531250 Penalty: 2715.727539
	Iteration 2F: 3 clusters Score -178585.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -179485.093750 Penalty: 2715.727539
	Iteration 3F: 3 clusters Score -179485.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -180333.531250 Penalty: 2715.727539
	Iteration 4F: 3 clusters Score -180333.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -180831.609375 Penalty: 2715.727539
	Iteration 5F: 3 clusters Score -180831.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -180946.687500 Penalty: 2715.727539
	Iteration 6Q: 3 clusters Score -180946.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -181007.140625 Penalty: 2715.727539
	Iteration 7Q: 3 clusters Score -181007.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -181032.187500 Penalty: 2715.727539
	Iteration 8Q: 3 clusters Score -181032.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -181047.421875 Penalty: 2715.727539
	Iteration 9Q: 3 clusters Score -181047.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -181063.703125 Penalty: 2715.727539
	Iteration 10Q: 3 clusters Score -181063.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -181100.609375 Penalty: 2715.727539
	Iteration 11Q: 3 clusters Score -181100.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -181153.078125 Penalty: 2715.727539
	Iteration 12Q: 3 clusters Score -181153.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -181196.359375 Penalty: 2715.727539
	Iteration 13Q: 3 clusters Score -181196.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -181210.765625 Penalty: 2715.727539
	Iteration 14Q: 3 clusters Score -181210.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -181216.484375 Penalty: 2715.727539
	Iteration 15Q: 3 clusters Score -181216.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -181218.390625 Penalty: 2715.727539
	Iteration 16Q: 3 clusters Score -181218.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -181219.093750 Penalty: 2715.727539
	Iteration 17Q: 3 clusters Score -181219.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -181220.015625 Penalty: 2715.727539
	Iteration 18Q: 3 clusters Score -181220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -181220.015625 Penalty: 2715.727539
	Iteration 19F: 3 clusters Score -181220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1787 members 
Mstep: Class 4 contains 14470 members 
Mstep: Class 5 contains 32367 members 
Mstep: Class 6 contains 75652 members 
Mstep: Class 7 contains 5751 members 
Mstep: Class 8 contains 34724 members 
Mstep: Class 9 contains 7853 members 
Mstep: Class 10 contains 4123 members 
Mstep: Class 11 contains 18055 members 
Mstep: Class 12 contains 6363 members 
Mstep: Class 14 contains 10320 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 16 contains 84260 members 
Mstep: Class 17 contains 9427 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 311870 members 
Mstep: Class 20 contains 62802 members 
Mstep: Class 21 contains 7030 members 
Mstep: Class 22 contains 6460 members 
Entering Unmasked Estep 
Score: -35884296.000000 Penalty: 43791.019531
Splitting cluster 2 changes total score from -35882920.000000 to -35884296.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (14470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Entering Unmasked Estep 
Score: -737382.937500 Penalty: 1556.722900
	Iteration 0F: 2 clusters Score -737382.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -727249.687500 Penalty: 3113.445801
	Iteration 0F: 3 clusters Score -727249.7 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -730716.375000 Penalty: 3113.445801
	Iteration 1F: 3 clusters Score -730716.4 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -731075.812500 Penalty: 3113.445801
	Iteration 2F: 3 clusters Score -731075.8 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -731380.750000 Penalty: 3113.445801
	Iteration 3F: 3 clusters Score -731380.8 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -731664.187500 Penalty: 3113.445801
	Iteration 4Q: 3 clusters Score -731664.2 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -731943.500000 Penalty: 3113.445801
	Iteration 5Q: 3 clusters Score -731943.5 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -732204.125000 Penalty: 3113.445801
	Iteration 6Q: 3 clusters Score -732204.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -732439.937500 Penalty: 3113.445801
	Iteration 7Q: 3 clusters Score -732439.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -732675.062500 Penalty: 3113.445801
	Iteration 8Q: 3 clusters Score -732675.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -732911.687500 Penalty: 3113.445801
	Iteration 9Q: 3 clusters Score -732911.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -733123.375000 Penalty: 3113.445801
	Iteration 10Q: 3 clusters Score -733123.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -733357.812500 Penalty: 3113.445801
	Iteration 11Q: 3 clusters Score -733357.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -733566.062500 Penalty: 3113.445801
	Iteration 12Q: 3 clusters Score -733566.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -733732.000000 Penalty: 3113.445801
	Iteration 13Q: 3 clusters Score -733732 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -733842.750000 Penalty: 3113.445801
	Iteration 14Q: 3 clusters Score -733842.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -733925.500000 Penalty: 3113.445801
	Iteration 15Q: 3 clusters Score -733925.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -733995.687500 Penalty: 3113.445801
	Iteration 16Q: 3 clusters Score -733995.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -734065.187500 Penalty: 3113.445801
	Iteration 17Q: 3 clusters Score -734065.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -734145.812500 Penalty: 3113.445801
	Iteration 18Q: 3 clusters Score -734145.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -734239.125000 Penalty: 3113.445801
	Iteration 19Q: 3 clusters Score -734239.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -734358.000000 Penalty: 3113.445801
	Iteration 20F: 3 clusters Score -734358 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -734542.687500 Penalty: 3113.445801
	Iteration 21Q: 3 clusters Score -734542.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -734803.937500 Penalty: 3113.445801
	Iteration 22Q: 3 clusters Score -734803.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -735160.062500 Penalty: 3113.445801
	Iteration 23Q: 3 clusters Score -735160.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -735569.312500 Penalty: 3113.445801
	Iteration 24Q: 3 clusters Score -735569.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -736054.375000 Penalty: 3113.445801
	Iteration 25Q: 3 clusters Score -736054.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -736712.562500 Penalty: 3113.445801
	Iteration 26Q: 3 clusters Score -736712.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -737692.937500 Penalty: 3113.445801
	Iteration 27Q: 3 clusters Score -737692.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -738453.562500 Penalty: 3113.445801
	Iteration 28Q: 3 clusters Score -738453.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -738610.500000 Penalty: 3113.445801
	Iteration 29Q: 3 clusters Score -738610.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -738633.187500 Penalty: 3113.445801
	Iteration 30Q: 3 clusters Score -738633.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -738642.500000 Penalty: 3113.445801
	Iteration 31Q: 3 clusters Score -738642.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -738641.625000 Penalty: 3113.445801
	Iteration 32Q: 3 clusters Score -738641.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -738643.375000 Penalty: 3113.445801
	Iteration 33Q: 3 clusters Score -738643.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -738643.500000 Penalty: 3113.445801
	Iteration 34Q: 3 clusters Score -738643.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -738644.812500 Penalty: 3113.445801
	Iteration 35F: 3 clusters Score -738644.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -738643.625000 Penalty: 3113.445801
	Iteration 36Q: 3 clusters Score -738643.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -738643.062500 Penalty: 3113.445801
	Iteration 37Q: 3 clusters Score -738643.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -738643.062500 Penalty: 3113.445801
	Iteration 38F: 3 clusters Score -738643.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1787 members 
Mstep: Class 3 contains 7795 members 
Mstep: Class 4 contains 6675 members 
Mstep: Class 5 contains 32367 members 
Mstep: Class 6 contains 75652 members 
Mstep: Class 7 contains 5751 members 
Mstep: Class 8 contains 34724 members 
Mstep: Class 9 contains 7853 members 
Mstep: Class 10 contains 4123 members 
Mstep: Class 11 contains 18055 members 
Mstep: Class 12 contains 6363 members 
Mstep: Class 14 contains 10320 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 16 contains 84260 members 
Mstep: Class 17 contains 9427 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 311870 members 
Mstep: Class 20 contains 62802 members 
Mstep: Class 21 contains 7030 members 
Mstep: Class 22 contains 6460 members 
Entering Unmasked Estep 
Score: -35884832.000000 Penalty: 45980.570312
Splitting cluster 4 changes total score from -35882920.000000 to -35884832.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 5 (32367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Entering Unmasked Estep 
Score: -1682660.125000 Penalty: 1687.545288
	Iteration 0F: 2 clusters Score -1682660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -1660995.250000 Penalty: 3375.090576
	Iteration 0F: 3 clusters Score -1660995 nChanged 14832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -1669269.875000 Penalty: 3375.090576
	Iteration 1F: 3 clusters Score -1669270 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1669643.500000 Penalty: 3375.090576
	Iteration 2Q: 3 clusters Score -1669644 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1670062.500000 Penalty: 3375.090576
	Iteration 3Q: 3 clusters Score -1670062 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1670594.625000 Penalty: 3375.090576
	Iteration 4Q: 3 clusters Score -1670595 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -1671209.750000 Penalty: 3375.090576
	Iteration 5Q: 3 clusters Score -1671210 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1671950.125000 Penalty: 3375.090576
	Iteration 6Q: 3 clusters Score -1671950 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1672896.125000 Penalty: 3375.090576
	Iteration 7Q: 3 clusters Score -1672896 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1673919.000000 Penalty: 3375.090576
	Iteration 8F: 3 clusters Score -1673919 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1674922.250000 Penalty: 3375.090576
	Iteration 9F: 3 clusters Score -1674922 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1675871.375000 Penalty: 3375.090576
	Iteration 10F: 3 clusters Score -1675871 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1676628.000000 Penalty: 3375.090576
	Iteration 11Q: 3 clusters Score -1676628 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1677186.000000 Penalty: 3375.090576
	Iteration 12Q: 3 clusters Score -1677186 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1677552.250000 Penalty: 3375.090576
	Iteration 13Q: 3 clusters Score -1677552 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1677749.000000 Penalty: 3375.090576
	Iteration 14Q: 3 clusters Score -1677749 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1677867.250000 Penalty: 3375.090576
	Iteration 15Q: 3 clusters Score -1677867 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1677930.750000 Penalty: 3375.090576
	Iteration 16Q: 3 clusters Score -1677931 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1677989.250000 Penalty: 3375.090576
	Iteration 17Q: 3 clusters Score -1677989 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1678046.625000 Penalty: 3375.090576
	Iteration 18Q: 3 clusters Score -1678047 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1678098.125000 Penalty: 3375.090576
	Iteration 19Q: 3 clusters Score -1678098 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1678149.125000 Penalty: 3375.090576
	Iteration 20F: 3 clusters Score -1678149 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1678188.000000 Penalty: 3375.090576
	Iteration 21Q: 3 clusters Score -1678188 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1678244.000000 Penalty: 3375.090576
	Iteration 22Q: 3 clusters Score -1678244 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1678302.000000 Penalty: 3375.090576
	Iteration 23Q: 3 clusters Score -1678302 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1678370.375000 Penalty: 3375.090576
	Iteration 24Q: 3 clusters Score -1678370 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1678449.750000 Penalty: 3375.090576
	Iteration 25Q: 3 clusters Score -1678450 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1678533.250000 Penalty: 3375.090576
	Iteration 26Q: 3 clusters Score -1678533 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1678639.000000 Penalty: 3375.090576
	Iteration 27Q: 3 clusters Score -1678639 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1678759.000000 Penalty: 3375.090576
	Iteration 28Q: 3 clusters Score -1678759 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1678896.125000 Penalty: 3375.090576
	Iteration 29Q: 3 clusters Score -1678896 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1679060.750000 Penalty: 3375.090576
	Iteration 30Q: 3 clusters Score -1679061 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1679202.375000 Penalty: 3375.090576
	Iteration 31Q: 3 clusters Score -1679202 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1679381.000000 Penalty: 3375.090576
	Iteration 32Q: 3 clusters Score -1679381 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1679550.125000 Penalty: 3375.090576
	Iteration 33Q: 3 clusters Score -1679550 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1679728.500000 Penalty: 3375.090576
	Iteration 34Q: 3 clusters Score -1679728 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1679907.625000 Penalty: 3375.090576
	Iteration 35Q: 3 clusters Score -1679908 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1680078.500000 Penalty: 3375.090576
	Iteration 36Q: 3 clusters Score -1680078 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1680256.625000 Penalty: 3375.090576
	Iteration 37Q: 3 clusters Score -1680257 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1680416.125000 Penalty: 3375.090576
	Iteration 38Q: 3 clusters Score -1680416 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1680555.125000 Penalty: 3375.090576
	Iteration 39Q: 3 clusters Score -1680555 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1680668.625000 Penalty: 3375.090576
	Iteration 40F: 3 clusters Score -1680669 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1680762.625000 Penalty: 3375.090576
	Iteration 41Q: 3 clusters Score -1680763 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1680847.875000 Penalty: 3375.090576
	Iteration 42Q: 3 clusters Score -1680848 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1680916.500000 Penalty: 3375.090576
	Iteration 43Q: 3 clusters Score -1680916 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1680975.250000 Penalty: 3375.090576
	Iteration 44Q: 3 clusters Score -1680975 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1681036.125000 Penalty: 3375.090576
	Iteration 45Q: 3 clusters Score -1681036 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1681079.250000 Penalty: 3375.090576
	Iteration 46Q: 3 clusters Score -1681079 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1681114.750000 Penalty: 3375.090576
	Iteration 47Q: 3 clusters Score -1681115 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1681159.750000 Penalty: 3375.090576
	Iteration 48Q: 3 clusters Score -1681160 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1681194.375000 Penalty: 3375.090576
	Iteration 49Q: 3 clusters Score -1681194 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1681221.125000 Penalty: 3375.090576
	Iteration 50Q: 3 clusters Score -1681221 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1681241.250000 Penalty: 3375.090576
	Iteration 51Q: 3 clusters Score -1681241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1681254.000000 Penalty: 3375.090576
	Iteration 52Q: 3 clusters Score -1681254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1681266.000000 Penalty: 3375.090576
	Iteration 53Q: 3 clusters Score -1681266 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1681277.625000 Penalty: 3375.090576
	Iteration 54Q: 3 clusters Score -1681278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1681287.250000 Penalty: 3375.090576
	Iteration 55Q: 3 clusters Score -1681287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1681294.500000 Penalty: 3375.090576
	Iteration 56Q: 3 clusters Score -1681294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1681302.625000 Penalty: 3375.090576
	Iteration 57Q: 3 clusters Score -1681303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1681308.375000 Penalty: 3375.090576
	Iteration 58Q: 3 clusters Score -1681308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1681309.000000 Penalty: 3375.090576
	Iteration 59Q: 3 clusters Score -1681309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1681310.375000 Penalty: 3375.090576
	Iteration 60F: 3 clusters Score -1681310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1681313.750000 Penalty: 3375.090576
	Iteration 61Q: 3 clusters Score -1681314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1681312.750000 Penalty: 3375.090576
	Iteration 62Q: 3 clusters Score -1681313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1681315.125000 Penalty: 3375.090576
	Iteration 63Q: 3 clusters Score -1681315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1681315.125000 Penalty: 3375.090576
	Iteration 64F: 3 clusters Score -1681315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (75652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75652 members 
Entering Unmasked Estep 
Score: -4049463.750000 Penalty: 1825.508667
	Iteration 0F: 2 clusters Score -4049464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -3998969.500000 Penalty: 3651.017334
	Iteration 0F: 3 clusters Score -3998970 nChanged 35921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -4019840.250000 Penalty: 3651.017334
	Iteration 1F: 3 clusters Score -4019840 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -4020670.250000 Penalty: 3651.017334
	Iteration 2Q: 3 clusters Score -4020670 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -4021785.250000 Penalty: 3651.017334
	Iteration 3Q: 3 clusters Score -4021785 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -4023526.250000 Penalty: 3651.017334
	Iteration 4Q: 3 clusters Score -4023526 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 49794 members 
Entering Unmasked Estep 
Score: -4026334.250000 Penalty: 3651.017334
	Iteration 5F: 3 clusters Score -4026334 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -4030303.500000 Penalty: 3651.017334
	Iteration 6F: 3 clusters Score -4030304 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 58592 members 
Entering Unmasked Estep 
Score: -4034572.500000 Penalty: 3651.017334
	Iteration 7F: 3 clusters Score -4034572 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -4038075.000000 Penalty: 3651.017334
	Iteration 8F: 3 clusters Score -4038075 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 65212 members 
Entering Unmasked Estep 
Score: -4040604.250000 Penalty: 3651.017334
	Iteration 9Q: 3 clusters Score -4040604 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 67452 members 
Entering Unmasked Estep 
Score: -4042348.750000 Penalty: 3651.017334
	Iteration 10Q: 3 clusters Score -4042349 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 69293 members 
Entering Unmasked Estep 
Score: -4043650.500000 Penalty: 3651.017334
	Iteration 11Q: 3 clusters Score -4043650 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 70860 members 
Entering Unmasked Estep 
Score: -4044791.250000 Penalty: 3651.017334
	Iteration 12Q: 3 clusters Score -4044791 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 72174 members 
Entering Unmasked Estep 
Score: -4045716.750000 Penalty: 3651.017334
	Iteration 13Q: 3 clusters Score -4045717 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 73158 members 
Entering Unmasked Estep 
Score: -4046365.500000 Penalty: 3651.017334
	Iteration 14Q: 3 clusters Score -4046366 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 73890 members 
Entering Unmasked Estep 
Score: -4046855.250000 Penalty: 3651.017334
	Iteration 15Q: 3 clusters Score -4046855 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 74406 members 
Entering Unmasked Estep 
Score: -4047195.500000 Penalty: 3651.017334
	Iteration 16Q: 3 clusters Score -4047196 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 74751 members 
Entering Unmasked Estep 
Score: -4047430.500000 Penalty: 3651.017334
	Iteration 17Q: 3 clusters Score -4047430 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 74965 members 
Entering Unmasked Estep 
Score: -4047589.750000 Penalty: 3651.017334
	Iteration 18Q: 3 clusters Score -4047590 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 75108 members 
Entering Unmasked Estep 
Score: -4047702.250000 Penalty: 3651.017334
	Iteration 19Q: 3 clusters Score -4047702 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 75195 members 
Entering Unmasked Estep 
Score: -4047767.250000 Penalty: 3651.017334
	Iteration 20F: 3 clusters Score -4047767 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 75248 members 
Entering Unmasked Estep 
Score: -4047820.500000 Penalty: 3651.017334
	Iteration 21Q: 3 clusters Score -4047820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 75279 members 
Entering Unmasked Estep 
Score: -4047844.250000 Penalty: 3651.017334
	Iteration 22Q: 3 clusters Score -4047844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 75292 members 
Entering Unmasked Estep 
Score: -4047862.250000 Penalty: 3651.017334
	Iteration 23Q: 3 clusters Score -4047862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 75305 members 
Entering Unmasked Estep 
Score: -4047872.250000 Penalty: 3651.017334
	Iteration 24Q: 3 clusters Score -4047872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 75311 members 
Entering Unmasked Estep 
Score: -4047890.250000 Penalty: 3651.017334
	Iteration 25Q: 3 clusters Score -4047890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 75320 members 
Entering Unmasked Estep 
Score: -4047900.750000 Penalty: 3651.017334
	Iteration 26Q: 3 clusters Score -4047901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 75325 members 
Entering Unmasked Estep 
Score: -4047905.250000 Penalty: 3651.017334
	Iteration 27Q: 3 clusters Score -4047905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -4047913.250000 Penalty: 3651.017334
	Iteration 28Q: 3 clusters Score -4047913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 75333 members 
Entering Unmasked Estep 
Score: -4047921.250000 Penalty: 3651.017334
	Iteration 29Q: 3 clusters Score -4047921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 75334 members 
Entering Unmasked Estep 
Score: -4047926.000000 Penalty: 3651.017334
	Iteration 30Q: 3 clusters Score -4047926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 75338 members 
Entering Unmasked Estep 
Score: -4047933.250000 Penalty: 3651.017334
	Iteration 31Q: 3 clusters Score -4047933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 75337 members 
Entering Unmasked Estep 
Score: -4047934.750000 Penalty: 3651.017334
	Iteration 32Q: 3 clusters Score -4047935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 75337 members 
Entering Unmasked Estep 
Score: -4047934.750000 Penalty: 3651.017334
	Iteration 33F: 3 clusters Score -4047935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Entering Unmasked Estep 
Score: -236240.640625 Penalty: 1406.783569
	Iteration 0F: 2 clusters Score -236240.6 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 2859 members 
Entering Unmasked Estep 
Score: -231849.468750 Penalty: 2813.567139
	Iteration 0F: 3 clusters Score -231849.5 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -233269.093750 Penalty: 2813.567139
	Iteration 1F: 3 clusters Score -233269.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -233895.015625 Penalty: 2813.567139
	Iteration 2F: 3 clusters Score -233895 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -234746.406250 Penalty: 2813.567139
	Iteration 3F: 3 clusters Score -234746.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -235423.140625 Penalty: 2813.567139
	Iteration 4F: 3 clusters Score -235423.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -235842.546875 Penalty: 2813.567139
	Iteration 5F: 3 clusters Score -235842.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -236132.265625 Penalty: 2813.567139
	Iteration 6Q: 3 clusters Score -236132.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -236372.406250 Penalty: 2813.567139
	Iteration 7Q: 3 clusters Score -236372.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -236560.187500 Penalty: 2813.567139
	Iteration 8Q: 3 clusters Score -236560.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -236684.359375 Penalty: 2813.567139
	Iteration 9Q: 3 clusters Score -236684.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -236778.718750 Penalty: 2813.567139
	Iteration 10Q: 3 clusters Score -236778.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -236871.625000 Penalty: 2813.567139
	Iteration 11Q: 3 clusters Score -236871.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -236944.203125 Penalty: 2813.567139
	Iteration 12Q: 3 clusters Score -236944.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -236993.687500 Penalty: 2813.567139
	Iteration 13Q: 3 clusters Score -236993.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -237027.453125 Penalty: 2813.567139
	Iteration 14Q: 3 clusters Score -237027.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -237042.125000 Penalty: 2813.567139
	Iteration 15Q: 3 clusters Score -237042.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -237051.500000 Penalty: 2813.567139
	Iteration 16Q: 3 clusters Score -237051.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -237059.015625 Penalty: 2813.567139
	Iteration 17Q: 3 clusters Score -237059 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -237062.562500 Penalty: 2813.567139
	Iteration 18Q: 3 clusters Score -237062.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -237065.718750 Penalty: 2813.567139
	Iteration 19Q: 3 clusters Score -237065.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -237067.312500 Penalty: 2813.567139
	Iteration 20F: 3 clusters Score -237067.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -237068.781250 Penalty: 2813.567139
	Iteration 21Q: 3 clusters Score -237068.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -237070.015625 Penalty: 2813.567139
	Iteration 22Q: 3 clusters Score -237070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -237072.718750 Penalty: 2813.567139
	Iteration 23Q: 3 clusters Score -237072.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -237075.265625 Penalty: 2813.567139
	Iteration 24Q: 3 clusters Score -237075.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -237077.968750 Penalty: 2813.567139
	Iteration 25Q: 3 clusters Score -237078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -237081.640625 Penalty: 2813.567139
	Iteration 26Q: 3 clusters Score -237081.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -237083.312500 Penalty: 2813.567139
	Iteration 27Q: 3 clusters Score -237083.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -237085.703125 Penalty: 2813.567139
	Iteration 28Q: 3 clusters Score -237085.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -237086.718750 Penalty: 2813.567139
	Iteration 29Q: 3 clusters Score -237086.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -237087.250000 Penalty: 2813.567139
	Iteration 30Q: 3 clusters Score -237087.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -237088.171875 Penalty: 2813.567139
	Iteration 31Q: 3 clusters Score -237088.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -237088.343750 Penalty: 2813.567139
	Iteration 32Q: 3 clusters Score -237088.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -237088.968750 Penalty: 2813.567139
	Iteration 33Q: 3 clusters Score -237089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -237089.468750 Penalty: 2813.567139
	Iteration 34Q: 3 clusters Score -237089.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -237089.015625 Penalty: 2813.567139
	Iteration 35Q: 3 clusters Score -237089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -237089.015625 Penalty: 2813.567139
	Iteration 36F: 3 clusters Score -237089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1787 members 
Mstep: Class 3 contains 7795 members 
Mstep: Class 4 contains 6675 members 
Mstep: Class 5 contains 32367 members 
Mstep: Class 6 contains 75652 members 
Mstep: Class 7 contains 2894 members 
Mstep: Class 8 contains 34724 members 
Mstep: Class 9 contains 7853 members 
Mstep: Class 10 contains 4123 members 
Mstep: Class 11 contains 18055 members 
Mstep: Class 12 contains 6363 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 10320 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 16 contains 84260 members 
Mstep: Class 17 contains 9427 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 311870 members 
Mstep: Class 20 contains 62802 members 
Mstep: Class 21 contains 7030 members 
Mstep: Class 22 contains 6460 members 
Entering Unmasked Estep 
Score: -35884908.000000 Penalty: 48170.121094
Splitting cluster 7 changes total score from -35882920.000000 to -35884908.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 8 (34724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Entering Unmasked Estep 
Score: -1769599.500000 Penalty: 1698.967896
	Iteration 0F: 2 clusters Score -1769600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -1746316.250000 Penalty: 3397.935791
	Iteration 0F: 3 clusters Score -1746316 nChanged 16165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -1755569.250000 Penalty: 3397.935791
	Iteration 1F: 3 clusters Score -1755569 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -1756343.125000 Penalty: 3397.935791
	Iteration 2F: 3 clusters Score -1756343 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -1757352.750000 Penalty: 3397.935791
	Iteration 3F: 3 clusters Score -1757353 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1758654.625000 Penalty: 3397.935791
	Iteration 4F: 3 clusters Score -1758655 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1760084.750000 Penalty: 3397.935791
	Iteration 5F: 3 clusters Score -1760085 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -1761496.125000 Penalty: 3397.935791
	Iteration 6F: 3 clusters Score -1761496 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1762810.500000 Penalty: 3397.935791
	Iteration 7F: 3 clusters Score -1762810 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1763877.625000 Penalty: 3397.935791
	Iteration 8F: 3 clusters Score -1763878 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -1764657.000000 Penalty: 3397.935791
	Iteration 9Q: 3 clusters Score -1764657 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1765205.875000 Penalty: 3397.935791
	Iteration 10Q: 3 clusters Score -1765206 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1765554.375000 Penalty: 3397.935791
	Iteration 11Q: 3 clusters Score -1765554 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1765820.250000 Penalty: 3397.935791
	Iteration 12Q: 3 clusters Score -1765820 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1766020.000000 Penalty: 3397.935791
	Iteration 13Q: 3 clusters Score -1766020 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1766168.750000 Penalty: 3397.935791
	Iteration 14Q: 3 clusters Score -1766169 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1766298.875000 Penalty: 3397.935791
	Iteration 15Q: 3 clusters Score -1766299 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1766409.250000 Penalty: 3397.935791
	Iteration 16Q: 3 clusters Score -1766409 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1766489.875000 Penalty: 3397.935791
	Iteration 17Q: 3 clusters Score -1766490 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1766566.500000 Penalty: 3397.935791
	Iteration 18Q: 3 clusters Score -1766566 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1766621.125000 Penalty: 3397.935791
	Iteration 19Q: 3 clusters Score -1766621 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1766669.500000 Penalty: 3397.935791
	Iteration 20F: 3 clusters Score -1766670 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1766695.375000 Penalty: 3397.935791
	Iteration 21Q: 3 clusters Score -1766695 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1766714.125000 Penalty: 3397.935791
	Iteration 22Q: 3 clusters Score -1766714 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1766730.500000 Penalty: 3397.935791
	Iteration 23Q: 3 clusters Score -1766730 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1766752.750000 Penalty: 3397.935791
	Iteration 24Q: 3 clusters Score -1766753 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1766760.125000 Penalty: 3397.935791
	Iteration 25Q: 3 clusters Score -1766760 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1766780.375000 Penalty: 3397.935791
	Iteration 26Q: 3 clusters Score -1766780 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1766799.625000 Penalty: 3397.935791
	Iteration 27Q: 3 clusters Score -1766800 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1766809.500000 Penalty: 3397.935791
	Iteration 28Q: 3 clusters Score -1766810 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1766818.875000 Penalty: 3397.935791
	Iteration 29Q: 3 clusters Score -1766819 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1766831.000000 Penalty: 3397.935791
	Iteration 30Q: 3 clusters Score -1766831 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1766843.500000 Penalty: 3397.935791
	Iteration 31Q: 3 clusters Score -1766844 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1766850.750000 Penalty: 3397.935791
	Iteration 32Q: 3 clusters Score -1766851 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1766852.125000 Penalty: 3397.935791
	Iteration 33Q: 3 clusters Score -1766852 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1766867.000000 Penalty: 3397.935791
	Iteration 34Q: 3 clusters Score -1766867 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1766874.625000 Penalty: 3397.935791
	Iteration 35Q: 3 clusters Score -1766875 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1766878.375000 Penalty: 3397.935791
	Iteration 36Q: 3 clusters Score -1766878 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1766884.250000 Penalty: 3397.935791
	Iteration 37Q: 3 clusters Score -1766884 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1766890.375000 Penalty: 3397.935791
	Iteration 38Q: 3 clusters Score -1766890 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1766894.250000 Penalty: 3397.935791
	Iteration 39Q: 3 clusters Score -1766894 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1766897.125000 Penalty: 3397.935791
	Iteration 40F: 3 clusters Score -1766897 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1766902.500000 Penalty: 3397.935791
	Iteration 41Q: 3 clusters Score -1766902 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1766909.750000 Penalty: 3397.935791
	Iteration 42Q: 3 clusters Score -1766910 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1766913.625000 Penalty: 3397.935791
	Iteration 43Q: 3 clusters Score -1766914 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1766915.625000 Penalty: 3397.935791
	Iteration 44Q: 3 clusters Score -1766916 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1766918.125000 Penalty: 3397.935791
	Iteration 45Q: 3 clusters Score -1766918 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1766924.500000 Penalty: 3397.935791
	Iteration 46Q: 3 clusters Score -1766924 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1766932.750000 Penalty: 3397.935791
	Iteration 47Q: 3 clusters Score -1766933 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1766937.000000 Penalty: 3397.935791
	Iteration 48Q: 3 clusters Score -1766937 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1766938.625000 Penalty: 3397.935791
	Iteration 49Q: 3 clusters Score -1766939 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1766946.750000 Penalty: 3397.935791
	Iteration 50Q: 3 clusters Score -1766947 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1766946.000000 Penalty: 3397.935791
	Iteration 51Q: 3 clusters Score -1766946 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1766949.875000 Penalty: 3397.935791
	Iteration 52Q: 3 clusters Score -1766950 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1766955.875000 Penalty: 3397.935791
	Iteration 53Q: 3 clusters Score -1766956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1766952.750000 Penalty: 3397.935791
	Iteration 54Q: 3 clusters Score -1766953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1766954.625000 Penalty: 3397.935791
	Iteration 55Q: 3 clusters Score -1766955 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1766957.500000 Penalty: 3397.935791
	Iteration 56Q: 3 clusters Score -1766958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1766959.250000 Penalty: 3397.935791
	Iteration 57Q: 3 clusters Score -1766959 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1766962.750000 Penalty: 3397.935791
	Iteration 58Q: 3 clusters Score -1766963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1766968.375000 Penalty: 3397.935791
	Iteration 59Q: 3 clusters Score -1766968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1766961.125000 Penalty: 3397.935791
	Iteration 60F: 3 clusters Score -1766961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1766962.625000 Penalty: 3397.935791
	Iteration 61Q: 3 clusters Score -1766963 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1766965.000000 Penalty: 3397.935791
	Iteration 62Q: 3 clusters Score -1766965 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1766968.250000 Penalty: 3397.935791
	Iteration 63Q: 3 clusters Score -1766968 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1766978.000000 Penalty: 3397.935791
	Iteration 64Q: 3 clusters Score -1766978 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1766980.375000 Penalty: 3397.935791
	Iteration 65Q: 3 clusters Score -1766980 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1766989.000000 Penalty: 3397.935791
	Iteration 66Q: 3 clusters Score -1766989 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1766996.750000 Penalty: 3397.935791
	Iteration 67Q: 3 clusters Score -1766997 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1767006.625000 Penalty: 3397.935791
	Iteration 68Q: 3 clusters Score -1767007 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1767015.000000 Penalty: 3397.935791
	Iteration 69Q: 3 clusters Score -1767015 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1767028.500000 Penalty: 3397.935791
	Iteration 70Q: 3 clusters Score -1767028 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1767033.000000 Penalty: 3397.935791
	Iteration 71Q: 3 clusters Score -1767033 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1767035.375000 Penalty: 3397.935791
	Iteration 72Q: 3 clusters Score -1767035 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1767044.750000 Penalty: 3397.935791
	Iteration 73Q: 3 clusters Score -1767045 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1767046.875000 Penalty: 3397.935791
	Iteration 74Q: 3 clusters Score -1767047 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1767046.625000 Penalty: 3397.935791
	Iteration 75Q: 3 clusters Score -1767047 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1767046.250000 Penalty: 3397.935791
	Iteration 76Q: 3 clusters Score -1767046 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1767055.375000 Penalty: 3397.935791
	Iteration 77Q: 3 clusters Score -1767055 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1767049.000000 Penalty: 3397.935791
	Iteration 78Q: 3 clusters Score -1767049 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1767058.250000 Penalty: 3397.935791
	Iteration 79Q: 3 clusters Score -1767058 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1767065.250000 Penalty: 3397.935791
	Iteration 80F: 3 clusters Score -1767065 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1767069.000000 Penalty: 3397.935791
	Iteration 81Q: 3 clusters Score -1767069 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1767073.750000 Penalty: 3397.935791
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Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 8197 members 
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Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 8140 members 
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Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 8092 members 
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Mstep: Class 1 contains 26679 members 
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Mstep: Class 2 contains 7927 members 
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Mstep: Class 1 contains 27037 members 
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Mstep: Class 1 contains 27276 members 
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Mstep: Class 2 contains 7376 members 
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Mstep: Class 1 contains 27423 members 
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Mstep: Class 1 contains 27756 members 
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Mstep: Class 1 contains 27821 members 
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Mstep: Class 1 contains 27882 members 
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Mstep: Class 1 contains 28001 members 
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Mstep: Class 2 contains 6539 members 
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Mstep: Class 1 contains 28240 members 
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Mstep: Class 1 contains 28521 members 
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	Iteration 162Q: 3 clusters Score -1768181 nChanged 31
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Entering Unmasked Estep 
Score: -1768197.250000 Penalty: 3397.935791
	Iteration 175Q: 3 clusters Score -1768197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1768198.375000 Penalty: 3397.935791
	Iteration 176Q: 3 clusters Score -1768198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1768200.625000 Penalty: 3397.935791
	Iteration 177Q: 3 clusters Score -1768201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1768204.250000 Penalty: 3397.935791
	Iteration 178Q: 3 clusters Score -1768204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1768205.000000 Penalty: 3397.935791
	Iteration 179Q: 3 clusters Score -1768205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1768205.375000 Penalty: 3397.935791
	Iteration 180F: 3 clusters Score -1768205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1768204.750000 Penalty: 3397.935791
	Iteration 181Q: 3 clusters Score -1768205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1768204.625000 Penalty: 3397.935791
	Iteration 182Q: 3 clusters Score -1768205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1768212.125000 Penalty: 3397.935791
	Iteration 183Q: 3 clusters Score -1768212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1768212.750000 Penalty: 3397.935791
	Iteration 184Q: 3 clusters Score -1768213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1768217.750000 Penalty: 3397.935791
	Iteration 185Q: 3 clusters Score -1768218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1768215.625000 Penalty: 3397.935791
	Iteration 186Q: 3 clusters Score -1768216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1768219.375000 Penalty: 3397.935791
	Iteration 187Q: 3 clusters Score -1768219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1768219.500000 Penalty: 3397.935791
	Iteration 188Q: 3 clusters Score -1768220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1768225.875000 Penalty: 3397.935791
	Iteration 189Q: 3 clusters Score -1768226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1768226.500000 Penalty: 3397.935791
	Iteration 190Q: 3 clusters Score -1768226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1768225.625000 Penalty: 3397.935791
	Iteration 191Q: 3 clusters Score -1768226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1768229.875000 Penalty: 3397.935791
	Iteration 192Q: 3 clusters Score -1768230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1768229.250000 Penalty: 3397.935791
	Iteration 193Q: 3 clusters Score -1768229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1768232.375000 Penalty: 3397.935791
	Iteration 194Q: 3 clusters Score -1768232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1768233.750000 Penalty: 3397.935791
	Iteration 195Q: 3 clusters Score -1768234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1768235.875000 Penalty: 3397.935791
	Iteration 196Q: 3 clusters Score -1768236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1768237.625000 Penalty: 3397.935791
	Iteration 197Q: 3 clusters Score -1768238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1768234.625000 Penalty: 3397.935791
	Iteration 198Q: 3 clusters Score -1768235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1768239.875000 Penalty: 3397.935791
	Iteration 199Q: 3 clusters Score -1768240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1768237.625000 Penalty: 3397.935791
	Iteration 200F: 3 clusters Score -1768238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1768236.625000 Penalty: 3397.935791
	Iteration 201Q: 3 clusters Score -1768237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1768235.625000 Penalty: 3397.935791
	Iteration 202Q: 3 clusters Score -1768236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1768238.375000 Penalty: 3397.935791
	Iteration 203Q: 3 clusters Score -1768238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1768237.875000 Penalty: 3397.935791
	Iteration 204Q: 3 clusters Score -1768238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1768240.750000 Penalty: 3397.935791
	Iteration 205Q: 3 clusters Score -1768241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1768240.750000 Penalty: 3397.935791
	Iteration 206Q: 3 clusters Score -1768241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1768239.875000 Penalty: 3397.935791
	Iteration 207Q: 3 clusters Score -1768240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1768239.875000 Penalty: 3397.935791
	Iteration 208F: 3 clusters Score -1768240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Entering Unmasked Estep 
Score: -399031.156250 Penalty: 1457.405762
	Iteration 0F: 2 clusters Score -399031.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -393257.156250 Penalty: 2914.811523
	Iteration 0F: 3 clusters Score -393257.2 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -395061.062500 Penalty: 2914.811523
	Iteration 1F: 3 clusters Score -395061.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -395504.343750 Penalty: 2914.811523
	Iteration 2F: 3 clusters Score -395504.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -396167.437500 Penalty: 2914.811523
	Iteration 3F: 3 clusters Score -396167.4 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -397064.093750 Penalty: 2914.811523
	Iteration 4F: 3 clusters Score -397064.1 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -398066.031250 Penalty: 2914.811523
	Iteration 5F: 3 clusters Score -398066 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -399063.312500 Penalty: 2914.811523
	Iteration 6F: 3 clusters Score -399063.3 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -400019.437500 Penalty: 2914.811523
	Iteration 7F: 3 clusters Score -400019.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -401102.437500 Penalty: 2914.811523
	Iteration 8Q: 3 clusters Score -401102.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -401956.250000 Penalty: 2914.811523
	Iteration 9Q: 3 clusters Score -401956.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -402401.750000 Penalty: 2914.811523
	Iteration 10Q: 3 clusters Score -402401.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -402590.718750 Penalty: 2914.811523
	Iteration 11Q: 3 clusters Score -402590.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -402623.718750 Penalty: 2914.811523
	Iteration 12Q: 3 clusters Score -402623.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -402631.000000 Penalty: 2914.811523
	Iteration 13Q: 3 clusters Score -402631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -402632.343750 Penalty: 2914.811523
	Iteration 14Q: 3 clusters Score -402632.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -402634.375000 Penalty: 2914.811523
	Iteration 15Q: 3 clusters Score -402634.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -402634.531250 Penalty: 2914.811523
	Iteration 16Q: 3 clusters Score -402634.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -402634.531250 Penalty: 2914.811523
	Iteration 17F: 3 clusters Score -402634.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1787 members 
Mstep: Class 3 contains 7795 members 
Mstep: Class 4 contains 6675 members 
Mstep: Class 5 contains 32367 members 
Mstep: Class 6 contains 75652 members 
Mstep: Class 7 contains 2894 members 
Mstep: Class 8 contains 34724 members 
Mstep: Class 9 contains 4683 members 
Mstep: Class 10 contains 4123 members 
Mstep: Class 11 contains 18055 members 
Mstep: Class 12 contains 6363 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 10320 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 16 contains 84260 members 
Mstep: Class 17 contains 9427 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 311870 members 
Mstep: Class 20 contains 62802 members 
Mstep: Class 21 contains 7030 members 
Mstep: Class 22 contains 6460 members 
Mstep: Class 23 contains 3170 members 
Entering Unmasked Estep 
Score: -35887820.000000 Penalty: 50359.671875
Splitting cluster 9 changes total score from -35882920.000000 to -35887820.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (4123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Entering Unmasked Estep 
Score: -204292.296875 Penalty: 1352.704590
	Iteration 0F: 2 clusters Score -204292.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -200852.312500 Penalty: 2705.409180
	Iteration 0F: 3 clusters Score -200852.3 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -201757.843750 Penalty: 2705.409180
	Iteration 1F: 3 clusters Score -201757.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -201971.109375 Penalty: 2705.409180
	Iteration 2F: 3 clusters Score -201971.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -202144.062500 Penalty: 2705.409180
	Iteration 3F: 3 clusters Score -202144.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -202255.796875 Penalty: 2705.409180
	Iteration 4Q: 3 clusters Score -202255.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -202363.015625 Penalty: 2705.409180
	Iteration 5Q: 3 clusters Score -202363 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -202481.328125 Penalty: 2705.409180
	Iteration 6Q: 3 clusters Score -202481.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -202585.000000 Penalty: 2705.409180
	Iteration 7Q: 3 clusters Score -202585 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -202653.953125 Penalty: 2705.409180
	Iteration 8Q: 3 clusters Score -202654 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -202706.484375 Penalty: 2705.409180
	Iteration 9Q: 3 clusters Score -202706.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -202773.609375 Penalty: 2705.409180
	Iteration 10Q: 3 clusters Score -202773.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -202837.546875 Penalty: 2705.409180
	Iteration 11Q: 3 clusters Score -202837.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -202900.453125 Penalty: 2705.409180
	Iteration 12Q: 3 clusters Score -202900.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -202961.062500 Penalty: 2705.409180
	Iteration 13Q: 3 clusters Score -202961.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -203014.609375 Penalty: 2705.409180
	Iteration 14Q: 3 clusters Score -203014.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -203072.187500 Penalty: 2705.409180
	Iteration 15Q: 3 clusters Score -203072.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -203118.765625 Penalty: 2705.409180
	Iteration 16Q: 3 clusters Score -203118.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -203166.046875 Penalty: 2705.409180
	Iteration 17Q: 3 clusters Score -203166 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -203215.625000 Penalty: 2705.409180
	Iteration 18Q: 3 clusters Score -203215.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -203256.359375 Penalty: 2705.409180
	Iteration 19Q: 3 clusters Score -203256.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -203288.078125 Penalty: 2705.409180
	Iteration 20F: 3 clusters Score -203288.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -203306.421875 Penalty: 2705.409180
	Iteration 21Q: 3 clusters Score -203306.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -203320.031250 Penalty: 2705.409180
	Iteration 22Q: 3 clusters Score -203320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -203333.718750 Penalty: 2705.409180
	Iteration 23Q: 3 clusters Score -203333.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -203347.828125 Penalty: 2705.409180
	Iteration 24Q: 3 clusters Score -203347.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -203362.156250 Penalty: 2705.409180
	Iteration 25Q: 3 clusters Score -203362.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -203380.156250 Penalty: 2705.409180
	Iteration 26Q: 3 clusters Score -203380.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -203397.625000 Penalty: 2705.409180
	Iteration 27Q: 3 clusters Score -203397.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -203413.937500 Penalty: 2705.409180
	Iteration 28Q: 3 clusters Score -203413.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -203441.546875 Penalty: 2705.409180
	Iteration 29Q: 3 clusters Score -203441.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -203456.500000 Penalty: 2705.409180
	Iteration 30Q: 3 clusters Score -203456.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -203467.531250 Penalty: 2705.409180
	Iteration 31Q: 3 clusters Score -203467.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -203478.421875 Penalty: 2705.409180
	Iteration 32Q: 3 clusters Score -203478.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -203486.562500 Penalty: 2705.409180
	Iteration 33Q: 3 clusters Score -203486.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -203494.031250 Penalty: 2705.409180
	Iteration 34Q: 3 clusters Score -203494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -203500.921875 Penalty: 2705.409180
	Iteration 35Q: 3 clusters Score -203500.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -203506.859375 Penalty: 2705.409180
	Iteration 36Q: 3 clusters Score -203506.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -203510.828125 Penalty: 2705.409180
	Iteration 37Q: 3 clusters Score -203510.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -203513.484375 Penalty: 2705.409180
	Iteration 38Q: 3 clusters Score -203513.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -203515.000000 Penalty: 2705.409180
	Iteration 39Q: 3 clusters Score -203515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -203515.265625 Penalty: 2705.409180
	Iteration 40F: 3 clusters Score -203515.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -203515.453125 Penalty: 2705.409180
	Iteration 41Q: 3 clusters Score -203515.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -203515.453125 Penalty: 2705.409180
	Iteration 42F: 3 clusters Score -203515.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Entering Unmasked Estep 
Score: -978430.625000 Penalty: 1592.691406
	Iteration 0F: 2 clusters Score -978430.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -966100.562500 Penalty: 3185.382812
	Iteration 0F: 3 clusters Score -966100.6 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -970415.125000 Penalty: 3185.382812
	Iteration 1F: 3 clusters Score -970415.1 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -970712.125000 Penalty: 3185.382812
	Iteration 2Q: 3 clusters Score -970712.1 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -970977.250000 Penalty: 3185.382812
	Iteration 3Q: 3 clusters Score -970977.2 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -971233.375000 Penalty: 3185.382812
	Iteration 4Q: 3 clusters Score -971233.4 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -971510.437500 Penalty: 3185.382812
	Iteration 5Q: 3 clusters Score -971510.4 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -971818.625000 Penalty: 3185.382812
	Iteration 6Q: 3 clusters Score -971818.6 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -972159.187500 Penalty: 3185.382812
	Iteration 7Q: 3 clusters Score -972159.2 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -972536.375000 Penalty: 3185.382812
	Iteration 8Q: 3 clusters Score -972536.4 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -972959.500000 Penalty: 3185.382812
	Iteration 9Q: 3 clusters Score -972959.5 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -973390.250000 Penalty: 3185.382812
	Iteration 10Q: 3 clusters Score -973390.2 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -973836.812500 Penalty: 3185.382812
	Iteration 11Q: 3 clusters Score -973836.8 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -974312.750000 Penalty: 3185.382812
	Iteration 12Q: 3 clusters Score -974312.8 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -974777.625000 Penalty: 3185.382812
	Iteration 13Q: 3 clusters Score -974777.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -975173.750000 Penalty: 3185.382812
	Iteration 14Q: 3 clusters Score -975173.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -975480.312500 Penalty: 3185.382812
	Iteration 15Q: 3 clusters Score -975480.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -975686.500000 Penalty: 3185.382812
	Iteration 16Q: 3 clusters Score -975686.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -975870.625000 Penalty: 3185.382812
	Iteration 17Q: 3 clusters Score -975870.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -976037.000000 Penalty: 3185.382812
	Iteration 18Q: 3 clusters Score -976037 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -976177.812500 Penalty: 3185.382812
	Iteration 19Q: 3 clusters Score -976177.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -976297.500000 Penalty: 3185.382812
	Iteration 20F: 3 clusters Score -976297.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -976396.187500 Penalty: 3185.382812
	Iteration 21Q: 3 clusters Score -976396.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -976473.187500 Penalty: 3185.382812
	Iteration 22Q: 3 clusters Score -976473.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -976537.250000 Penalty: 3185.382812
	Iteration 23Q: 3 clusters Score -976537.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -976600.250000 Penalty: 3185.382812
	Iteration 24Q: 3 clusters Score -976600.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -976659.312500 Penalty: 3185.382812
	Iteration 25Q: 3 clusters Score -976659.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -976707.750000 Penalty: 3185.382812
	Iteration 26Q: 3 clusters Score -976707.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -976755.312500 Penalty: 3185.382812
	Iteration 27Q: 3 clusters Score -976755.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -976805.687500 Penalty: 3185.382812
	Iteration 28Q: 3 clusters Score -976805.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -976839.500000 Penalty: 3185.382812
	Iteration 29Q: 3 clusters Score -976839.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -976863.625000 Penalty: 3185.382812
	Iteration 30Q: 3 clusters Score -976863.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -976887.312500 Penalty: 3185.382812
	Iteration 31Q: 3 clusters Score -976887.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -976906.187500 Penalty: 3185.382812
	Iteration 32Q: 3 clusters Score -976906.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -976921.062500 Penalty: 3185.382812
	Iteration 33Q: 3 clusters Score -976921.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -976940.125000 Penalty: 3185.382812
	Iteration 34Q: 3 clusters Score -976940.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -976951.937500 Penalty: 3185.382812
	Iteration 35Q: 3 clusters Score -976951.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -976960.312500 Penalty: 3185.382812
	Iteration 36Q: 3 clusters Score -976960.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -976967.500000 Penalty: 3185.382812
	Iteration 37Q: 3 clusters Score -976967.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -976972.125000 Penalty: 3185.382812
	Iteration 38Q: 3 clusters Score -976972.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -976981.125000 Penalty: 3185.382812
	Iteration 39Q: 3 clusters Score -976981.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -976987.937500 Penalty: 3185.382812
	Iteration 40F: 3 clusters Score -976987.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -976993.187500 Penalty: 3185.382812
	Iteration 41Q: 3 clusters Score -976993.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -976998.312500 Penalty: 3185.382812
	Iteration 42Q: 3 clusters Score -976998.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -977001.875000 Penalty: 3185.382812
	Iteration 43Q: 3 clusters Score -977001.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -977004.812500 Penalty: 3185.382812
	Iteration 44Q: 3 clusters Score -977004.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -977006.062500 Penalty: 3185.382812
	Iteration 45Q: 3 clusters Score -977006.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -977006.125000 Penalty: 3185.382812
	Iteration 46Q: 3 clusters Score -977006.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -977007.562500 Penalty: 3185.382812
	Iteration 47Q: 3 clusters Score -977007.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -977007.750000 Penalty: 3185.382812
	Iteration 48Q: 3 clusters Score -977007.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -977007.750000 Penalty: 3185.382812
	Iteration 49F: 3 clusters Score -977007.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Entering Unmasked Estep 
Score: -301714.156250 Penalty: 1423.216431
	Iteration 0F: 2 clusters Score -301714.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -296906.531250 Penalty: 2846.432861
	Iteration 0F: 3 clusters Score -296906.5 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -298950.062500 Penalty: 2846.432861
	Iteration 1F: 3 clusters Score -298950.1 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -299927.062500 Penalty: 2846.432861
	Iteration 2F: 3 clusters Score -299927.1 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -300889.500000 Penalty: 2846.432861
	Iteration 3F: 3 clusters Score -300889.5 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -301448.218750 Penalty: 2846.432861
	Iteration 4F: 3 clusters Score -301448.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -301723.281250 Penalty: 2846.432861
	Iteration 5F: 3 clusters Score -301723.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -301869.125000 Penalty: 2846.432861
	Iteration 6Q: 3 clusters Score -301869.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -301955.781250 Penalty: 2846.432861
	Iteration 7Q: 3 clusters Score -301955.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -302007.500000 Penalty: 2846.432861
	Iteration 8Q: 3 clusters Score -302007.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -302032.343750 Penalty: 2846.432861
	Iteration 9Q: 3 clusters Score -302032.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -302042.250000 Penalty: 2846.432861
	Iteration 10Q: 3 clusters Score -302042.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -302046.968750 Penalty: 2846.432861
	Iteration 11Q: 3 clusters Score -302047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -302051.281250 Penalty: 2846.432861
	Iteration 12Q: 3 clusters Score -302051.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -302053.250000 Penalty: 2846.432861
	Iteration 13Q: 3 clusters Score -302053.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -302055.093750 Penalty: 2846.432861
	Iteration 14Q: 3 clusters Score -302055.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -302055.343750 Penalty: 2846.432861
	Iteration 15Q: 3 clusters Score -302055.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -302056.718750 Penalty: 2846.432861
	Iteration 16Q: 3 clusters Score -302056.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -302056.718750 Penalty: 2846.432861
	Iteration 17Q: 3 clusters Score -302056.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -302056.375000 Penalty: 2846.432861
	Iteration 18Q: 3 clusters Score -302056.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -302057.343750 Penalty: 2846.432861
	Iteration 19Q: 3 clusters Score -302057.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -302057.656250 Penalty: 2846.432861
	Iteration 20F: 3 clusters Score -302057.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1787 members 
Mstep: Class 3 contains 7795 members 
Mstep: Class 4 contains 6675 members 
Mstep: Class 5 contains 32367 members 
Mstep: Class 6 contains 75652 members 
Mstep: Class 7 contains 2894 members 
Mstep: Class 8 contains 34724 members 
Mstep: Class 9 contains 4683 members 
Mstep: Class 10 contains 4123 members 
Mstep: Class 11 contains 18055 members 
Mstep: Class 12 contains 3545 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 10320 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 16 contains 84260 members 
Mstep: Class 17 contains 9427 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 311870 members 
Mstep: Class 20 contains 62802 members 
Mstep: Class 21 contains 7030 members 
Mstep: Class 22 contains 6460 members 
Mstep: Class 23 contains 3170 members 
Mstep: Class 24 contains 2818 members 
Entering Unmasked Estep 
Score: -35887468.000000 Penalty: 52549.226562
Splitting cluster 12 changes total score from -35882920.000000 to -35887468.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (10320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Entering Unmasked Estep 
Score: -468660.625000 Penalty: 1501.798950
	Iteration 0F: 2 clusters Score -468660.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -461336.562500 Penalty: 3003.597900
	Iteration 0F: 3 clusters Score -461336.6 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -463922.218750 Penalty: 3003.597900
	Iteration 1F: 3 clusters Score -463922.2 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -464332.375000 Penalty: 3003.597900
	Iteration 2F: 3 clusters Score -464332.4 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -464804.250000 Penalty: 3003.597900
	Iteration 3F: 3 clusters Score -464804.2 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -465512.937500 Penalty: 3003.597900
	Iteration 4F: 3 clusters Score -465512.9 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -466369.156250 Penalty: 3003.597900
	Iteration 5F: 3 clusters Score -466369.2 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -467111.843750 Penalty: 3003.597900
	Iteration 6F: 3 clusters Score -467111.8 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -467582.625000 Penalty: 3003.597900
	Iteration 7F: 3 clusters Score -467582.6 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -467833.562500 Penalty: 3003.597900
	Iteration 8Q: 3 clusters Score -467833.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -467982.812500 Penalty: 3003.597900
	Iteration 9Q: 3 clusters Score -467982.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -468064.593750 Penalty: 3003.597900
	Iteration 10Q: 3 clusters Score -468064.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -468108.281250 Penalty: 3003.597900
	Iteration 11Q: 3 clusters Score -468108.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -468143.125000 Penalty: 3003.597900
	Iteration 12Q: 3 clusters Score -468143.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -468166.375000 Penalty: 3003.597900
	Iteration 13Q: 3 clusters Score -468166.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -468184.375000 Penalty: 3003.597900
	Iteration 14Q: 3 clusters Score -468184.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -468201.468750 Penalty: 3003.597900
	Iteration 15Q: 3 clusters Score -468201.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -468217.062500 Penalty: 3003.597900
	Iteration 16Q: 3 clusters Score -468217.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -468226.562500 Penalty: 3003.597900
	Iteration 17Q: 3 clusters Score -468226.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -468231.875000 Penalty: 3003.597900
	Iteration 18Q: 3 clusters Score -468231.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -468238.125000 Penalty: 3003.597900
	Iteration 19Q: 3 clusters Score -468238.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -468243.812500 Penalty: 3003.597900
	Iteration 20F: 3 clusters Score -468243.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -468249.656250 Penalty: 3003.597900
	Iteration 21Q: 3 clusters Score -468249.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -468255.687500 Penalty: 3003.597900
	Iteration 22Q: 3 clusters Score -468255.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -468259.562500 Penalty: 3003.597900
	Iteration 23Q: 3 clusters Score -468259.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -468268.031250 Penalty: 3003.597900
	Iteration 24Q: 3 clusters Score -468268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -468272.343750 Penalty: 3003.597900
	Iteration 25Q: 3 clusters Score -468272.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -468279.187500 Penalty: 3003.597900
	Iteration 26Q: 3 clusters Score -468279.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -468284.187500 Penalty: 3003.597900
	Iteration 27Q: 3 clusters Score -468284.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -468289.156250 Penalty: 3003.597900
	Iteration 28Q: 3 clusters Score -468289.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -468294.812500 Penalty: 3003.597900
	Iteration 29Q: 3 clusters Score -468294.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -468296.343750 Penalty: 3003.597900
	Iteration 30Q: 3 clusters Score -468296.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -468296.687500 Penalty: 3003.597900
	Iteration 31Q: 3 clusters Score -468296.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -468301.500000 Penalty: 3003.597900
	Iteration 32Q: 3 clusters Score -468301.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -468304.093750 Penalty: 3003.597900
	Iteration 33Q: 3 clusters Score -468304.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -468306.562500 Penalty: 3003.597900
	Iteration 34Q: 3 clusters Score -468306.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -468308.406250 Penalty: 3003.597900
	Iteration 35Q: 3 clusters Score -468308.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -468311.312500 Penalty: 3003.597900
	Iteration 36Q: 3 clusters Score -468311.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -468315.437500 Penalty: 3003.597900
	Iteration 37Q: 3 clusters Score -468315.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -468317.218750 Penalty: 3003.597900
	Iteration 38Q: 3 clusters Score -468317.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -468321.968750 Penalty: 3003.597900
	Iteration 39Q: 3 clusters Score -468322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -468326.312500 Penalty: 3003.597900
	Iteration 40F: 3 clusters Score -468326.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -468332.406250 Penalty: 3003.597900
	Iteration 41Q: 3 clusters Score -468332.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -468342.437500 Penalty: 3003.597900
	Iteration 42Q: 3 clusters Score -468342.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -468353.000000 Penalty: 3003.597900
	Iteration 43Q: 3 clusters Score -468353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -468367.125000 Penalty: 3003.597900
	Iteration 44Q: 3 clusters Score -468367.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -468381.625000 Penalty: 3003.597900
	Iteration 45Q: 3 clusters Score -468381.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -468393.656250 Penalty: 3003.597900
	Iteration 46Q: 3 clusters Score -468393.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -468403.468750 Penalty: 3003.597900
	Iteration 47Q: 3 clusters Score -468403.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -468409.687500 Penalty: 3003.597900
	Iteration 48Q: 3 clusters Score -468409.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -468415.000000 Penalty: 3003.597900
	Iteration 49Q: 3 clusters Score -468415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -468420.375000 Penalty: 3003.597900
	Iteration 50Q: 3 clusters Score -468420.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -468427.187500 Penalty: 3003.597900
	Iteration 51Q: 3 clusters Score -468427.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -468433.312500 Penalty: 3003.597900
	Iteration 52Q: 3 clusters Score -468433.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -468438.250000 Penalty: 3003.597900
	Iteration 53Q: 3 clusters Score -468438.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -468441.312500 Penalty: 3003.597900
	Iteration 54Q: 3 clusters Score -468441.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -468446.281250 Penalty: 3003.597900
	Iteration 55Q: 3 clusters Score -468446.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -468450.062500 Penalty: 3003.597900
	Iteration 56Q: 3 clusters Score -468450.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -468453.156250 Penalty: 3003.597900
	Iteration 57Q: 3 clusters Score -468453.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -468457.593750 Penalty: 3003.597900
	Iteration 58Q: 3 clusters Score -468457.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -468463.781250 Penalty: 3003.597900
	Iteration 59Q: 3 clusters Score -468463.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -468467.687500 Penalty: 3003.597900
	Iteration 60F: 3 clusters Score -468467.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -468472.718750 Penalty: 3003.597900
	Iteration 61Q: 3 clusters Score -468472.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -468478.218750 Penalty: 3003.597900
	Iteration 62Q: 3 clusters Score -468478.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -468483.156250 Penalty: 3003.597900
	Iteration 63Q: 3 clusters Score -468483.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -468486.812500 Penalty: 3003.597900
	Iteration 64Q: 3 clusters Score -468486.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -468493.250000 Penalty: 3003.597900
	Iteration 65Q: 3 clusters Score -468493.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -468500.812500 Penalty: 3003.597900
	Iteration 66Q: 3 clusters Score -468500.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -468507.968750 Penalty: 3003.597900
	Iteration 67Q: 3 clusters Score -468508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -468510.281250 Penalty: 3003.597900
	Iteration 68Q: 3 clusters Score -468510.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -468514.656250 Penalty: 3003.597900
	Iteration 69Q: 3 clusters Score -468514.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -468521.562500 Penalty: 3003.597900
	Iteration 70Q: 3 clusters Score -468521.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -468526.000000 Penalty: 3003.597900
	Iteration 71Q: 3 clusters Score -468526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -468528.656250 Penalty: 3003.597900
	Iteration 72Q: 3 clusters Score -468528.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -468532.937500 Penalty: 3003.597900
	Iteration 73Q: 3 clusters Score -468532.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -468533.750000 Penalty: 3003.597900
	Iteration 74Q: 3 clusters Score -468533.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -468533.750000 Penalty: 3003.597900
	Iteration 75Q: 3 clusters Score -468533.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -468535.593750 Penalty: 3003.597900
	Iteration 76Q: 3 clusters Score -468535.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -468535.593750 Penalty: 3003.597900
	Iteration 77F: 3 clusters Score -468535.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Entering Unmasked Estep 
Score: -382782.750000 Penalty: 1442.733154
	Iteration 0F: 2 clusters Score -382782.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -377383.437500 Penalty: 2885.466309
	Iteration 0F: 3 clusters Score -377383.4 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -379033.375000 Penalty: 2885.466309
	Iteration 1F: 3 clusters Score -379033.4 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -379246.843750 Penalty: 2885.466309
	Iteration 2F: 3 clusters Score -379246.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -379402.062500 Penalty: 2885.466309
	Iteration 3F: 3 clusters Score -379402.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -379510.718750 Penalty: 2885.466309
	Iteration 4Q: 3 clusters Score -379510.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -379588.375000 Penalty: 2885.466309
	Iteration 5Q: 3 clusters Score -379588.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -379655.156250 Penalty: 2885.466309
	Iteration 6Q: 3 clusters Score -379655.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -379706.312500 Penalty: 2885.466309
	Iteration 7Q: 3 clusters Score -379706.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -379744.000000 Penalty: 2885.466309
	Iteration 8Q: 3 clusters Score -379744 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -379788.156250 Penalty: 2885.466309
	Iteration 9Q: 3 clusters Score -379788.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -379827.062500 Penalty: 2885.466309
	Iteration 10Q: 3 clusters Score -379827.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -379868.000000 Penalty: 2885.466309
	Iteration 11Q: 3 clusters Score -379868 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -379918.687500 Penalty: 2885.466309
	Iteration 12Q: 3 clusters Score -379918.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -379978.562500 Penalty: 2885.466309
	Iteration 13Q: 3 clusters Score -379978.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -380049.687500 Penalty: 2885.466309
	Iteration 14Q: 3 clusters Score -380049.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -380148.000000 Penalty: 2885.466309
	Iteration 15Q: 3 clusters Score -380148 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -380258.281250 Penalty: 2885.466309
	Iteration 16Q: 3 clusters Score -380258.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -380376.906250 Penalty: 2885.466309
	Iteration 17Q: 3 clusters Score -380376.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -380492.437500 Penalty: 2885.466309
	Iteration 18Q: 3 clusters Score -380492.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -380602.500000 Penalty: 2885.466309
	Iteration 19Q: 3 clusters Score -380602.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -380714.312500 Penalty: 2885.466309
	Iteration 20F: 3 clusters Score -380714.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -380826.781250 Penalty: 2885.466309
	Iteration 21Q: 3 clusters Score -380826.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -380933.343750 Penalty: 2885.466309
	Iteration 22Q: 3 clusters Score -380933.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -381028.000000 Penalty: 2885.466309
	Iteration 23Q: 3 clusters Score -381028 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -381116.093750 Penalty: 2885.466309
	Iteration 24Q: 3 clusters Score -381116.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -381208.750000 Penalty: 2885.466309
	Iteration 25Q: 3 clusters Score -381208.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -381293.687500 Penalty: 2885.466309
	Iteration 26Q: 3 clusters Score -381293.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -381361.531250 Penalty: 2885.466309
	Iteration 27Q: 3 clusters Score -381361.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -381406.968750 Penalty: 2885.466309
	Iteration 28Q: 3 clusters Score -381407 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -381437.562500 Penalty: 2885.466309
	Iteration 29Q: 3 clusters Score -381437.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -381455.562500 Penalty: 2885.466309
	Iteration 30Q: 3 clusters Score -381455.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -381467.812500 Penalty: 2885.466309
	Iteration 31Q: 3 clusters Score -381467.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -381477.406250 Penalty: 2885.466309
	Iteration 32Q: 3 clusters Score -381477.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -381484.843750 Penalty: 2885.466309
	Iteration 33Q: 3 clusters Score -381484.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -381490.343750 Penalty: 2885.466309
	Iteration 34Q: 3 clusters Score -381490.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -381494.937500 Penalty: 2885.466309
	Iteration 35Q: 3 clusters Score -381494.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -381497.718750 Penalty: 2885.466309
	Iteration 36Q: 3 clusters Score -381497.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -381503.312500 Penalty: 2885.466309
	Iteration 37Q: 3 clusters Score -381503.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -381508.437500 Penalty: 2885.466309
	Iteration 38Q: 3 clusters Score -381508.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -381512.406250 Penalty: 2885.466309
	Iteration 39Q: 3 clusters Score -381512.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -381518.468750 Penalty: 2885.466309
	Iteration 40F: 3 clusters Score -381518.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -381525.187500 Penalty: 2885.466309
	Iteration 41Q: 3 clusters Score -381525.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -381527.437500 Penalty: 2885.466309
	Iteration 42Q: 3 clusters Score -381527.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -381529.500000 Penalty: 2885.466309
	Iteration 43Q: 3 clusters Score -381529.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -381530.906250 Penalty: 2885.466309
	Iteration 44Q: 3 clusters Score -381530.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -381531.812500 Penalty: 2885.466309
	Iteration 45Q: 3 clusters Score -381531.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -381535.312500 Penalty: 2885.466309
	Iteration 46Q: 3 clusters Score -381535.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -381535.562500 Penalty: 2885.466309
	Iteration 47Q: 3 clusters Score -381535.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -381535.812500 Penalty: 2885.466309
	Iteration 48Q: 3 clusters Score -381535.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -381536.218750 Penalty: 2885.466309
	Iteration 49Q: 3 clusters Score -381536.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -381537.093750 Penalty: 2885.466309
	Iteration 50Q: 3 clusters Score -381537.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -381536.562500 Penalty: 2885.466309
	Iteration 51Q: 3 clusters Score -381536.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -381538.125000 Penalty: 2885.466309
	Iteration 52Q: 3 clusters Score -381538.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -381539.656250 Penalty: 2885.466309
	Iteration 53Q: 3 clusters Score -381539.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -381540.062500 Penalty: 2885.466309
	Iteration 54Q: 3 clusters Score -381540.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -381540.531250 Penalty: 2885.466309
	Iteration 55Q: 3 clusters Score -381540.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -381540.531250 Penalty: 2885.466309
	Iteration 56F: 3 clusters Score -381540.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (84260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84260 members 
Entering Unmasked Estep 
Score: -4424115.500000 Penalty: 1843.020142
	Iteration 0F: 2 clusters Score -4424116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -4367730.000000 Penalty: 3686.040283
	Iteration 0F: 3 clusters Score -4367730 nChanged 40215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -4392149.000000 Penalty: 3686.040283
	Iteration 1F: 3 clusters Score -4392149 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -4394345.500000 Penalty: 3686.040283
	Iteration 2F: 3 clusters Score -4394346 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -4397763.000000 Penalty: 3686.040283
	Iteration 3F: 3 clusters Score -4397763 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -4403476.500000 Penalty: 3686.040283
	Iteration 4F: 3 clusters Score -4403476 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -4412225.000000 Penalty: 3686.040283
	Iteration 5F: 3 clusters Score -4412225 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -4421221.500000 Penalty: 3686.040283
	Iteration 6F: 3 clusters Score -4421222 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -4426128.500000 Penalty: 3686.040283
	Iteration 7F: 3 clusters Score -4426128 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 52920 members 
Entering Unmasked Estep 
Score: -4428940.500000 Penalty: 3686.040283
	Iteration 8F: 3 clusters Score -4428940 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 56251 members 
Entering Unmasked Estep 
Score: -4430964.000000 Penalty: 3686.040283
	Iteration 9Q: 3 clusters Score -4430964 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 59617 members 
Entering Unmasked Estep 
Score: -4432950.000000 Penalty: 3686.040283
	Iteration 10Q: 3 clusters Score -4432950 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 62902 members 
Entering Unmasked Estep 
Score: -4434875.500000 Penalty: 3686.040283
	Iteration 11Q: 3 clusters Score -4434876 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 66234 members 
Entering Unmasked Estep 
Score: -4436934.000000 Penalty: 3686.040283
	Iteration 12Q: 3 clusters Score -4436934 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 69211 members 
Entering Unmasked Estep 
Score: -4438689.500000 Penalty: 3686.040283
	Iteration 13Q: 3 clusters Score -4438690 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 71591 members 
Entering Unmasked Estep 
Score: -4439936.500000 Penalty: 3686.040283
	Iteration 14Q: 3 clusters Score -4439936 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 73433 members 
Entering Unmasked Estep 
Score: -4440805.000000 Penalty: 3686.040283
	Iteration 15Q: 3 clusters Score -4440805 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 74787 members 
Entering Unmasked Estep 
Score: -4441357.000000 Penalty: 3686.040283
	Iteration 16Q: 3 clusters Score -4441357 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 75746 members 
Entering Unmasked Estep 
Score: -4441736.500000 Penalty: 3686.040283
	Iteration 17Q: 3 clusters Score -4441736 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 76420 members 
Entering Unmasked Estep 
Score: -4441912.000000 Penalty: 3686.040283
	Iteration 18Q: 3 clusters Score -4441912 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 76918 members 
Entering Unmasked Estep 
Score: -4442062.000000 Penalty: 3686.040283
	Iteration 19Q: 3 clusters Score -4442062 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 77255 members 
Entering Unmasked Estep 
Score: -4442135.500000 Penalty: 3686.040283
	Iteration 20F: 3 clusters Score -4442136 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 77490 members 
Entering Unmasked Estep 
Score: -4442167.000000 Penalty: 3686.040283
	Iteration 21Q: 3 clusters Score -4442167 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 77646 members 
Entering Unmasked Estep 
Score: -4442189.000000 Penalty: 3686.040283
	Iteration 22Q: 3 clusters Score -4442189 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 77754 members 
Entering Unmasked Estep 
Score: -4442197.500000 Penalty: 3686.040283
	Iteration 23Q: 3 clusters Score -4442198 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 77836 members 
Entering Unmasked Estep 
Score: -4442212.000000 Penalty: 3686.040283
	Iteration 24Q: 3 clusters Score -4442212 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 77895 members 
Entering Unmasked Estep 
Score: -4442211.500000 Penalty: 3686.040283
	Iteration 25Q: 3 clusters Score -4442212 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 77938 members 
Entering Unmasked Estep 
Score: -4442219.000000 Penalty: 3686.040283
	Iteration 26Q: 3 clusters Score -4442219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 77961 members 
Entering Unmasked Estep 
Score: -4442221.500000 Penalty: 3686.040283
	Iteration 27Q: 3 clusters Score -4442222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -4442218.500000 Penalty: 3686.040283
	Iteration 28Q: 3 clusters Score -4442218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 77990 members 
Entering Unmasked Estep 
Score: -4442226.500000 Penalty: 3686.040283
	Iteration 29Q: 3 clusters Score -4442226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 77997 members 
Entering Unmasked Estep 
Score: -4442221.000000 Penalty: 3686.040283
	Iteration 30Q: 3 clusters Score -4442221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 78001 members 
Entering Unmasked Estep 
Score: -4442227.000000 Penalty: 3686.040283
	Iteration 31Q: 3 clusters Score -4442227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 78005 members 
Entering Unmasked Estep 
Score: -4442229.000000 Penalty: 3686.040283
	Iteration 32Q: 3 clusters Score -4442229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 78009 members 
Entering Unmasked Estep 
Score: -4442224.000000 Penalty: 3686.040283
	Iteration 33Q: 3 clusters Score -4442224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 78010 members 
Entering Unmasked Estep 
Score: -4442226.000000 Penalty: 3686.040283
	Iteration 34Q: 3 clusters Score -4442226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 78012 members 
Entering Unmasked Estep 
Score: -4442228.000000 Penalty: 3686.040283
	Iteration 35Q: 3 clusters Score -4442228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 78013 members 
Entering Unmasked Estep 
Score: -4442226.000000 Penalty: 3686.040283
	Iteration 36Q: 3 clusters Score -4442226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 78015 members 
Entering Unmasked Estep 
Score: -4442228.000000 Penalty: 3686.040283
	Iteration 37Q: 3 clusters Score -4442228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 78015 members 
Entering Unmasked Estep 
Score: -4442228.000000 Penalty: 3686.040283
	Iteration 38F: 3 clusters Score -4442228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1787 members 
Mstep: Class 3 contains 7795 members 
Mstep: Class 4 contains 6675 members 
Mstep: Class 5 contains 32367 members 
Mstep: Class 6 contains 75652 members 
Mstep: Class 7 contains 2894 members 
Mstep: Class 8 contains 34724 members 
Mstep: Class 9 contains 4683 members 
Mstep: Class 10 contains 4123 members 
Mstep: Class 11 contains 18055 members 
Mstep: Class 12 contains 3545 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 10320 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 16 contains 6245 members 
Mstep: Class 17 contains 9427 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 311870 members 
Mstep: Class 20 contains 62802 members 
Mstep: Class 21 contains 7030 members 
Mstep: Class 22 contains 6460 members 
Mstep: Class 23 contains 3170 members 
Mstep: Class 24 contains 2818 members 
Mstep: Class 25 contains 78015 members 
Entering Unmasked Estep 
Score: -35905152.000000 Penalty: 54738.777344
Splitting cluster 16 changes total score from -35882920.000000 to -35905152.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (9427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Entering Unmasked Estep 
Score: -472437.687500 Penalty: 1487.091553
	Iteration 0F: 2 clusters Score -472437.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -465641.750000 Penalty: 2974.183105
	Iteration 0F: 3 clusters Score -465641.8 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -467973.562500 Penalty: 2974.183105
	Iteration 1F: 3 clusters Score -467973.6 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -468348.062500 Penalty: 2974.183105
	Iteration 2F: 3 clusters Score -468348.1 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -468700.875000 Penalty: 2974.183105
	Iteration 3F: 3 clusters Score -468700.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -469007.406250 Penalty: 2974.183105
	Iteration 4F: 3 clusters Score -469007.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -469287.562500 Penalty: 2974.183105
	Iteration 5F: 3 clusters Score -469287.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -469521.281250 Penalty: 2974.183105
	Iteration 6Q: 3 clusters Score -469521.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -469738.625000 Penalty: 2974.183105
	Iteration 7Q: 3 clusters Score -469738.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -469946.781250 Penalty: 2974.183105
	Iteration 8Q: 3 clusters Score -469946.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -470143.468750 Penalty: 2974.183105
	Iteration 9Q: 3 clusters Score -470143.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -470297.468750 Penalty: 2974.183105
	Iteration 10Q: 3 clusters Score -470297.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -470418.250000 Penalty: 2974.183105
	Iteration 11Q: 3 clusters Score -470418.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -470525.281250 Penalty: 2974.183105
	Iteration 12Q: 3 clusters Score -470525.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -470609.406250 Penalty: 2974.183105
	Iteration 13Q: 3 clusters Score -470609.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -470690.312500 Penalty: 2974.183105
	Iteration 14Q: 3 clusters Score -470690.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -470764.968750 Penalty: 2974.183105
	Iteration 15Q: 3 clusters Score -470765 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -470840.843750 Penalty: 2974.183105
	Iteration 16Q: 3 clusters Score -470840.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -470897.406250 Penalty: 2974.183105
	Iteration 17Q: 3 clusters Score -470897.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -470938.937500 Penalty: 2974.183105
	Iteration 18Q: 3 clusters Score -470938.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -470970.375000 Penalty: 2974.183105
	Iteration 19Q: 3 clusters Score -470970.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -470996.062500 Penalty: 2974.183105
	Iteration 20F: 3 clusters Score -470996.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -471021.031250 Penalty: 2974.183105
	Iteration 21Q: 3 clusters Score -471021 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -471042.781250 Penalty: 2974.183105
	Iteration 22Q: 3 clusters Score -471042.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -471066.031250 Penalty: 2974.183105
	Iteration 23Q: 3 clusters Score -471066 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -471083.875000 Penalty: 2974.183105
	Iteration 24Q: 3 clusters Score -471083.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -471096.187500 Penalty: 2974.183105
	Iteration 25Q: 3 clusters Score -471096.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -471104.593750 Penalty: 2974.183105
	Iteration 26Q: 3 clusters Score -471104.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -471111.156250 Penalty: 2974.183105
	Iteration 27Q: 3 clusters Score -471111.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -471115.875000 Penalty: 2974.183105
	Iteration 28Q: 3 clusters Score -471115.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -471120.000000 Penalty: 2974.183105
	Iteration 29Q: 3 clusters Score -471120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -471125.531250 Penalty: 2974.183105
	Iteration 30Q: 3 clusters Score -471125.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -471129.468750 Penalty: 2974.183105
	Iteration 31Q: 3 clusters Score -471129.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -471132.625000 Penalty: 2974.183105
	Iteration 32Q: 3 clusters Score -471132.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -471135.437500 Penalty: 2974.183105
	Iteration 33Q: 3 clusters Score -471135.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -471140.062500 Penalty: 2974.183105
	Iteration 34Q: 3 clusters Score -471140.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -471143.218750 Penalty: 2974.183105
	Iteration 35Q: 3 clusters Score -471143.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -471145.875000 Penalty: 2974.183105
	Iteration 36Q: 3 clusters Score -471145.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -471145.906250 Penalty: 2974.183105
	Iteration 37Q: 3 clusters Score -471145.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -471148.687500 Penalty: 2974.183105
	Iteration 38Q: 3 clusters Score -471148.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -471149.468750 Penalty: 2974.183105
	Iteration 39Q: 3 clusters Score -471149.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -471149.437500 Penalty: 2974.183105
	Iteration 40F: 3 clusters Score -471149.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -471152.531250 Penalty: 2974.183105
	Iteration 41Q: 3 clusters Score -471152.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -471152.281250 Penalty: 2974.183105
	Iteration 42Q: 3 clusters Score -471152.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -471152.812500 Penalty: 2974.183105
	Iteration 43Q: 3 clusters Score -471152.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -471152.468750 Penalty: 2974.183105
	Iteration 44Q: 3 clusters Score -471152.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -471153.562500 Penalty: 2974.183105
	Iteration 45Q: 3 clusters Score -471153.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -471153.875000 Penalty: 2974.183105
	Iteration 46Q: 3 clusters Score -471153.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -471155.625000 Penalty: 2974.183105
	Iteration 47Q: 3 clusters Score -471155.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -471155.218750 Penalty: 2974.183105
	Iteration 48Q: 3 clusters Score -471155.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -471156.312500 Penalty: 2974.183105
	Iteration 49Q: 3 clusters Score -471156.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -471155.812500 Penalty: 2974.183105
	Iteration 50Q: 3 clusters Score -471155.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -471155.812500 Penalty: 2974.183105
	Iteration 51F: 3 clusters Score -471155.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Entering Unmasked Estep 
Score: -427383.562500 Penalty: 1456.804565
	Iteration 0F: 2 clusters Score -427383.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -421647.375000 Penalty: 2913.609131
	Iteration 0F: 3 clusters Score -421647.4 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -423385.031250 Penalty: 2913.609131
	Iteration 1F: 3 clusters Score -423385 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -423556.500000 Penalty: 2913.609131
	Iteration 2F: 3 clusters Score -423556.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -423694.312500 Penalty: 2913.609131
	Iteration 3Q: 3 clusters Score -423694.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -423810.281250 Penalty: 2913.609131
	Iteration 4Q: 3 clusters Score -423810.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -423944.375000 Penalty: 2913.609131
	Iteration 5Q: 3 clusters Score -423944.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -424093.093750 Penalty: 2913.609131
	Iteration 6Q: 3 clusters Score -424093.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -424290.093750 Penalty: 2913.609131
	Iteration 7Q: 3 clusters Score -424290.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -424539.968750 Penalty: 2913.609131
	Iteration 8Q: 3 clusters Score -424540 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -424820.250000 Penalty: 2913.609131
	Iteration 9F: 3 clusters Score -424820.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -425112.125000 Penalty: 2913.609131
	Iteration 10F: 3 clusters Score -425112.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -425410.125000 Penalty: 2913.609131
	Iteration 11Q: 3 clusters Score -425410.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -425623.906250 Penalty: 2913.609131
	Iteration 12Q: 3 clusters Score -425623.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -425791.625000 Penalty: 2913.609131
	Iteration 13Q: 3 clusters Score -425791.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -425896.718750 Penalty: 2913.609131
	Iteration 14Q: 3 clusters Score -425896.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -425962.093750 Penalty: 2913.609131
	Iteration 15Q: 3 clusters Score -425962.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -426000.562500 Penalty: 2913.609131
	Iteration 16Q: 3 clusters Score -426000.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -426031.531250 Penalty: 2913.609131
	Iteration 17Q: 3 clusters Score -426031.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -426056.156250 Penalty: 2913.609131
	Iteration 18Q: 3 clusters Score -426056.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -426070.500000 Penalty: 2913.609131
	Iteration 19Q: 3 clusters Score -426070.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -426087.656250 Penalty: 2913.609131
	Iteration 20F: 3 clusters Score -426087.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -426100.062500 Penalty: 2913.609131
	Iteration 21Q: 3 clusters Score -426100.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -426111.875000 Penalty: 2913.609131
	Iteration 22Q: 3 clusters Score -426111.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -426116.187500 Penalty: 2913.609131
	Iteration 23Q: 3 clusters Score -426116.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -426118.968750 Penalty: 2913.609131
	Iteration 24Q: 3 clusters Score -426119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -426119.250000 Penalty: 2913.609131
	Iteration 25Q: 3 clusters Score -426119.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -426121.593750 Penalty: 2913.609131
	Iteration 26Q: 3 clusters Score -426121.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -426123.125000 Penalty: 2913.609131
	Iteration 27Q: 3 clusters Score -426123.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -426123.125000 Penalty: 2913.609131
	Iteration 28F: 3 clusters Score -426123.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (311870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311870 members 
Entering Unmasked Estep 
Score: -16588720.000000 Penalty: 2055.680664
	Iteration 0F: 2 clusters Score -1.658872e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155704 members 
Mstep: Class 2 contains 156166 members 
Entering Unmasked Estep 
Score: -16377928.000000 Penalty: 4111.361328
	Iteration 0F: 3 clusters Score -1.637793e+07 nChanged 152277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148111 members 
Mstep: Class 2 contains 163759 members 
Entering Unmasked Estep 
Score: -16470773.000000 Penalty: 4111.361328
	Iteration 1F: 3 clusters Score -1.647077e+07 nChanged 11600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142603 members 
Mstep: Class 2 contains 169267 members 
Entering Unmasked Estep 
Score: -16474600.000000 Penalty: 4111.361328
	Iteration 2Q: 3 clusters Score -1.64746e+07 nChanged 15175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134264 members 
Mstep: Class 2 contains 177606 members 
Entering Unmasked Estep 
Score: -16481729.000000 Penalty: 4111.361328
	Iteration 3Q: 3 clusters Score -1.648173e+07 nChanged 19196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122878 members 
Mstep: Class 2 contains 188992 members 
Entering Unmasked Estep 
Score: -16493449.000000 Penalty: 4111.361328
	Iteration 4F: 3 clusters Score -1.649345e+07 nChanged 22410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109370 members 
Mstep: Class 2 contains 202500 members 
Entering Unmasked Estep 
Score: -16509364.000000 Penalty: 4111.361328
	Iteration 5F: 3 clusters Score -1.650936e+07 nChanged 22184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96986 members 
Mstep: Class 2 contains 214884 members 
Entering Unmasked Estep 
Score: -16525771.000000 Penalty: 4111.361328
	Iteration 6F: 3 clusters Score -1.652577e+07 nChanged 19049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88279 members 
Mstep: Class 2 contains 223591 members 
Entering Unmasked Estep 
Score: -16539853.000000 Penalty: 4111.361328
	Iteration 7F: 3 clusters Score -1.653985e+07 nChanged 15270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84045 members 
Mstep: Class 2 contains 227825 members 
Entering Unmasked Estep 
Score: -16549621.000000 Penalty: 4111.361328
	Iteration 8Q: 3 clusters Score -1.654962e+07 nChanged 12318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82745 members 
Mstep: Class 2 contains 229125 members 
Entering Unmasked Estep 
Score: -16556288.000000 Penalty: 4111.361328
	Iteration 9Q: 3 clusters Score -1.655629e+07 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82826 members 
Mstep: Class 2 contains 229044 members 
Entering Unmasked Estep 
Score: -16560186.000000 Penalty: 4111.361328
	Iteration 10Q: 3 clusters Score -1.656019e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83152 members 
Mstep: Class 2 contains 228718 members 
Entering Unmasked Estep 
Score: -16562635.000000 Penalty: 4111.361328
	Iteration 11Q: 3 clusters Score -1.656264e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83289 members 
Mstep: Class 2 contains 228581 members 
Entering Unmasked Estep 
Score: -16563911.000000 Penalty: 4111.361328
	Iteration 12Q: 3 clusters Score -1.656391e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83384 members 
Mstep: Class 2 contains 228486 members 
Entering Unmasked Estep 
Score: -16564797.000000 Penalty: 4111.361328
	Iteration 13Q: 3 clusters Score -1.65648e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83440 members 
Mstep: Class 2 contains 228430 members 
Entering Unmasked Estep 
Score: -16565566.000000 Penalty: 4111.361328
	Iteration 14Q: 3 clusters Score -1.656557e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83518 members 
Mstep: Class 2 contains 228352 members 
Entering Unmasked Estep 
Score: -16566265.000000 Penalty: 4111.361328
	Iteration 15Q: 3 clusters Score -1.656626e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83762 members 
Mstep: Class 2 contains 228108 members 
Entering Unmasked Estep 
Score: -16566943.000000 Penalty: 4111.361328
	Iteration 16Q: 3 clusters Score -1.656694e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84108 members 
Mstep: Class 2 contains 227762 members 
Entering Unmasked Estep 
Score: -16567702.000000 Penalty: 4111.361328
	Iteration 17Q: 3 clusters Score -1.65677e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84551 members 
Mstep: Class 2 contains 227319 members 
Entering Unmasked Estep 
Score: -16568516.000000 Penalty: 4111.361328
	Iteration 18Q: 3 clusters Score -1.656852e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85045 members 
Mstep: Class 2 contains 226825 members 
Entering Unmasked Estep 
Score: -16569720.000000 Penalty: 4111.361328
	Iteration 19Q: 3 clusters Score -1.656972e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85714 members 
Mstep: Class 2 contains 226156 members 
Entering Unmasked Estep 
Score: -16571114.000000 Penalty: 4111.361328
	Iteration 20F: 3 clusters Score -1.657111e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86461 members 
Mstep: Class 2 contains 225409 members 
Entering Unmasked Estep 
Score: -16572923.000000 Penalty: 4111.361328
	Iteration 21Q: 3 clusters Score -1.657292e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87319 members 
Mstep: Class 2 contains 224551 members 
Entering Unmasked Estep 
Score: -16575370.000000 Penalty: 4111.361328
	Iteration 22Q: 3 clusters Score -1.657537e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88133 members 
Mstep: Class 2 contains 223737 members 
Entering Unmasked Estep 
Score: -16578086.000000 Penalty: 4111.361328
	Iteration 23Q: 3 clusters Score -1.657809e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89021 members 
Mstep: Class 2 contains 222849 members 
Entering Unmasked Estep 
Score: -16580932.000000 Penalty: 4111.361328
	Iteration 24Q: 3 clusters Score -1.658093e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89842 members 
Mstep: Class 2 contains 222028 members 
Entering Unmasked Estep 
Score: -16583285.000000 Penalty: 4111.361328
	Iteration 25Q: 3 clusters Score -1.658328e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90669 members 
Mstep: Class 2 contains 221201 members 
Entering Unmasked Estep 
Score: -16585347.000000 Penalty: 4111.361328
	Iteration 26Q: 3 clusters Score -1.658535e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91441 members 
Mstep: Class 2 contains 220429 members 
Entering Unmasked Estep 
Score: -16586689.000000 Penalty: 4111.361328
	Iteration 27Q: 3 clusters Score -1.658669e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92206 members 
Mstep: Class 2 contains 219664 members 
Entering Unmasked Estep 
Score: -16587596.000000 Penalty: 4111.361328
	Iteration 28Q: 3 clusters Score -1.65876e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92806 members 
Mstep: Class 2 contains 219064 members 
Entering Unmasked Estep 
Score: -16587934.000000 Penalty: 4111.361328
	Iteration 29Q: 3 clusters Score -1.658793e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93255 members 
Mstep: Class 2 contains 218615 members 
Entering Unmasked Estep 
Score: -16588305.000000 Penalty: 4111.361328
	Iteration 30Q: 3 clusters Score -1.65883e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93541 members 
Mstep: Class 2 contains 218329 members 
Entering Unmasked Estep 
Score: -16588463.000000 Penalty: 4111.361328
	Iteration 31Q: 3 clusters Score -1.658846e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93684 members 
Mstep: Class 2 contains 218186 members 
Entering Unmasked Estep 
Score: -16588535.000000 Penalty: 4111.361328
	Iteration 32Q: 3 clusters Score -1.658854e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93737 members 
Mstep: Class 2 contains 218133 members 
Entering Unmasked Estep 
Score: -16588561.000000 Penalty: 4111.361328
	Iteration 33Q: 3 clusters Score -1.658856e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93789 members 
Mstep: Class 2 contains 218081 members 
Entering Unmasked Estep 
Score: -16588651.000000 Penalty: 4111.361328
	Iteration 34Q: 3 clusters Score -1.658865e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93812 members 
Mstep: Class 2 contains 218058 members 
Entering Unmasked Estep 
Score: -16588693.000000 Penalty: 4111.361328
	Iteration 35Q: 3 clusters Score -1.658869e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93814 members 
Mstep: Class 2 contains 218056 members 
Entering Unmasked Estep 
Score: -16588726.000000 Penalty: 4111.361328
	Iteration 36Q: 3 clusters Score -1.658873e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93805 members 
Mstep: Class 2 contains 218065 members 
Entering Unmasked Estep 
Score: -16588705.000000 Penalty: 4111.361328
	Iteration 37Q: 3 clusters Score -1.65887e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93769 members 
Mstep: Class 2 contains 218101 members 
Entering Unmasked Estep 
Score: -16588739.000000 Penalty: 4111.361328
	Iteration 38Q: 3 clusters Score -1.658874e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93737 members 
Mstep: Class 2 contains 218133 members 
Entering Unmasked Estep 
Score: -16588715.000000 Penalty: 4111.361328
	Iteration 39Q: 3 clusters Score -1.658872e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93699 members 
Mstep: Class 2 contains 218171 members 
Entering Unmasked Estep 
Score: -16588804.000000 Penalty: 4111.361328
	Iteration 40F: 3 clusters Score -1.65888e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93742 members 
Mstep: Class 2 contains 218128 members 
Entering Unmasked Estep 
Score: -16588816.000000 Penalty: 4111.361328
	Iteration 41Q: 3 clusters Score -1.658882e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93768 members 
Mstep: Class 2 contains 218102 members 
Entering Unmasked Estep 
Score: -16588783.000000 Penalty: 4111.361328
	Iteration 42Q: 3 clusters Score -1.658878e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93756 members 
Mstep: Class 2 contains 218114 members 
Entering Unmasked Estep 
Score: -16588778.000000 Penalty: 4111.361328
	Iteration 43Q: 3 clusters Score -1.658878e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93748 members 
Mstep: Class 2 contains 218122 members 
Entering Unmasked Estep 
Score: -16588771.000000 Penalty: 4111.361328
	Iteration 44Q: 3 clusters Score -1.658877e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93755 members 
Mstep: Class 2 contains 218115 members 
Entering Unmasked Estep 
Score: -16588769.000000 Penalty: 4111.361328
	Iteration 45Q: 3 clusters Score -1.658877e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93745 members 
Mstep: Class 2 contains 218125 members 
Entering Unmasked Estep 
Score: -16588775.000000 Penalty: 4111.361328
	Iteration 46Q: 3 clusters Score -1.658878e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93745 members 
Mstep: Class 2 contains 218125 members 
Entering Unmasked Estep 
Score: -16588786.000000 Penalty: 4111.361328
	Iteration 47Q: 3 clusters Score -1.658879e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93742 members 
Mstep: Class 2 contains 218128 members 
Entering Unmasked Estep 
Score: -16588785.000000 Penalty: 4111.361328
	Iteration 48Q: 3 clusters Score -1.658878e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93740 members 
Mstep: Class 2 contains 218130 members 
Entering Unmasked Estep 
Score: -16588783.000000 Penalty: 4111.361328
	Iteration 49Q: 3 clusters Score -1.658878e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93736 members 
Mstep: Class 2 contains 218134 members 
Entering Unmasked Estep 
Score: -16588783.000000 Penalty: 4111.361328
	Iteration 50Q: 3 clusters Score -1.658878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93734 members 
Mstep: Class 2 contains 218136 members 
Entering Unmasked Estep 
Score: -16588791.000000 Penalty: 4111.361328
	Iteration 51Q: 3 clusters Score -1.658879e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93735 members 
Mstep: Class 2 contains 218135 members 
Entering Unmasked Estep 
Score: -16588784.000000 Penalty: 4111.361328
	Iteration 52Q: 3 clusters Score -1.658878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93735 members 
Mstep: Class 2 contains 218135 members 
Entering Unmasked Estep 
Score: -16588786.000000 Penalty: 4111.361328
	Iteration 53Q: 3 clusters Score -1.658879e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93729 members 
Mstep: Class 2 contains 218141 members 
Entering Unmasked Estep 
Score: -16588790.000000 Penalty: 4111.361328
	Iteration 54Q: 3 clusters Score -1.658879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93727 members 
Mstep: Class 2 contains 218143 members 
Entering Unmasked Estep 
Score: -16588794.000000 Penalty: 4111.361328
	Iteration 55Q: 3 clusters Score -1.658879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93724 members 
Mstep: Class 2 contains 218146 members 
Entering Unmasked Estep 
Score: -16588775.000000 Penalty: 4111.361328
	Iteration 56Q: 3 clusters Score -1.658878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93722 members 
Mstep: Class 2 contains 218148 members 
Entering Unmasked Estep 
Score: -16588773.000000 Penalty: 4111.361328
	Iteration 57Q: 3 clusters Score -1.658877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93721 members 
Mstep: Class 2 contains 218149 members 
Entering Unmasked Estep 
Score: -16588768.000000 Penalty: 4111.361328
	Iteration 58Q: 3 clusters Score -1.658877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93721 members 
Mstep: Class 2 contains 218149 members 
Entering Unmasked Estep 
Score: -16588767.000000 Penalty: 4111.361328
	Iteration 59Q: 3 clusters Score -1.658877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93719 members 
Mstep: Class 2 contains 218151 members 
Entering Unmasked Estep 
Score: -16588770.000000 Penalty: 4111.361328
	Iteration 60F: 3 clusters Score -1.658877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93718 members 
Mstep: Class 2 contains 218152 members 
Entering Unmasked Estep 
Score: -16588771.000000 Penalty: 4111.361328
	Iteration 61Q: 3 clusters Score -1.658877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93718 members 
Mstep: Class 2 contains 218152 members 
Entering Unmasked Estep 
Score: -16588771.000000 Penalty: 4111.361328
	Iteration 62F: 3 clusters Score -1.658877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1787 members 
Mstep: Class 3 contains 7795 members 
Mstep: Class 4 contains 6675 members 
Mstep: Class 5 contains 32367 members 
Mstep: Class 6 contains 75652 members 
Mstep: Class 7 contains 2894 members 
Mstep: Class 8 contains 34724 members 
Mstep: Class 9 contains 4683 members 
Mstep: Class 10 contains 4123 members 
Mstep: Class 11 contains 18055 members 
Mstep: Class 12 contains 3545 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 10320 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 16 contains 6245 members 
Mstep: Class 17 contains 9427 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 93718 members 
Mstep: Class 20 contains 62802 members 
Mstep: Class 21 contains 7030 members 
Mstep: Class 22 contains 6460 members 
Mstep: Class 23 contains 3170 members 
Mstep: Class 24 contains 2818 members 
Mstep: Class 25 contains 78015 members 
Mstep: Class 26 contains 218152 members 
Entering Unmasked Estep 
Score: -35905320.000000 Penalty: 56928.328125
Splitting cluster 19 changes total score from -35882920.000000 to -35905320.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 20 (62802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62802 members 
Entering Unmasked Estep 
Score: -3348797.250000 Penalty: 1795.258057
	Iteration 0F: 2 clusters Score -3348797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -3306774.750000 Penalty: 3590.516113
	Iteration 0F: 3 clusters Score -3306775 nChanged 29699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -3323549.000000 Penalty: 3590.516113
	Iteration 1F: 3 clusters Score -3323549 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -3323910.250000 Penalty: 3590.516113
	Iteration 2Q: 3 clusters Score -3323910 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -3324248.750000 Penalty: 3590.516113
	Iteration 3Q: 3 clusters Score -3324249 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -3324579.250000 Penalty: 3590.516113
	Iteration 4Q: 3 clusters Score -3324579 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -3324927.250000 Penalty: 3590.516113
	Iteration 5Q: 3 clusters Score -3324927 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -3325334.250000 Penalty: 3590.516113
	Iteration 6Q: 3 clusters Score -3325334 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -3325803.250000 Penalty: 3590.516113
	Iteration 7Q: 3 clusters Score -3325803 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -3326510.000000 Penalty: 3590.516113
	Iteration 8Q: 3 clusters Score -3326510 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -3327346.500000 Penalty: 3590.516113
	Iteration 9Q: 3 clusters Score -3327346 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -3328449.500000 Penalty: 3590.516113
	Iteration 10Q: 3 clusters Score -3328450 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -3329774.000000 Penalty: 3590.516113
	Iteration 11Q: 3 clusters Score -3329774 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -3331199.750000 Penalty: 3590.516113
	Iteration 12Q: 3 clusters Score -3331200 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -3332671.000000 Penalty: 3590.516113
	Iteration 13Q: 3 clusters Score -3332671 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -3333944.000000 Penalty: 3590.516113
	Iteration 14Q: 3 clusters Score -3333944 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -3335123.250000 Penalty: 3590.516113
	Iteration 15Q: 3 clusters Score -3335123 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -3336246.250000 Penalty: 3590.516113
	Iteration 16Q: 3 clusters Score -3336246 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -3337526.000000 Penalty: 3590.516113
	Iteration 17Q: 3 clusters Score -3337526 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -3338644.250000 Penalty: 3590.516113
	Iteration 18Q: 3 clusters Score -3338644 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -3339521.750000 Penalty: 3590.516113
	Iteration 19Q: 3 clusters Score -3339522 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -3340266.250000 Penalty: 3590.516113
	Iteration 20F: 3 clusters Score -3340266 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -3340917.250000 Penalty: 3590.516113
	Iteration 21Q: 3 clusters Score -3340917 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -3341524.000000 Penalty: 3590.516113
	Iteration 22Q: 3 clusters Score -3341524 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -3342107.750000 Penalty: 3590.516113
	Iteration 23Q: 3 clusters Score -3342108 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 52848 members 
Entering Unmasked Estep 
Score: -3342663.000000 Penalty: 3590.516113
	Iteration 24Q: 3 clusters Score -3342663 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 53720 members 
Entering Unmasked Estep 
Score: -3343190.750000 Penalty: 3590.516113
	Iteration 25Q: 3 clusters Score -3343191 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 54533 members 
Entering Unmasked Estep 
Score: -3343683.000000 Penalty: 3590.516113
	Iteration 26Q: 3 clusters Score -3343683 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 55257 members 
Entering Unmasked Estep 
Score: -3344112.250000 Penalty: 3590.516113
	Iteration 27Q: 3 clusters Score -3344112 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 55909 members 
Entering Unmasked Estep 
Score: -3344459.250000 Penalty: 3590.516113
	Iteration 28Q: 3 clusters Score -3344459 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 56496 members 
Entering Unmasked Estep 
Score: -3344748.750000 Penalty: 3590.516113
	Iteration 29Q: 3 clusters Score -3344749 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 57007 members 
Entering Unmasked Estep 
Score: -3344992.500000 Penalty: 3590.516113
	Iteration 30Q: 3 clusters Score -3344992 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 57495 members 
Entering Unmasked Estep 
Score: -3345205.500000 Penalty: 3590.516113
	Iteration 31Q: 3 clusters Score -3345206 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 57948 members 
Entering Unmasked Estep 
Score: -3345377.250000 Penalty: 3590.516113
	Iteration 32Q: 3 clusters Score -3345377 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 58369 members 
Entering Unmasked Estep 
Score: -3345547.750000 Penalty: 3590.516113
	Iteration 33Q: 3 clusters Score -3345548 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 58760 members 
Entering Unmasked Estep 
Score: -3345717.250000 Penalty: 3590.516113
	Iteration 34Q: 3 clusters Score -3345717 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 59113 members 
Entering Unmasked Estep 
Score: -3345856.000000 Penalty: 3590.516113
	Iteration 35Q: 3 clusters Score -3345856 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 59433 members 
Entering Unmasked Estep 
Score: -3345985.500000 Penalty: 3590.516113
	Iteration 36Q: 3 clusters Score -3345986 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 59753 members 
Entering Unmasked Estep 
Score: -3346118.750000 Penalty: 3590.516113
	Iteration 37Q: 3 clusters Score -3346119 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 60060 members 
Entering Unmasked Estep 
Score: -3346242.250000 Penalty: 3590.516113
	Iteration 38Q: 3 clusters Score -3346242 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 60353 members 
Entering Unmasked Estep 
Score: -3346366.500000 Penalty: 3590.516113
	Iteration 39Q: 3 clusters Score -3346366 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 60601 members 
Entering Unmasked Estep 
Score: -3346474.000000 Penalty: 3590.516113
	Iteration 40F: 3 clusters Score -3346474 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 60822 members 
Entering Unmasked Estep 
Score: -3346560.500000 Penalty: 3590.516113
	Iteration 41Q: 3 clusters Score -3346560 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 61028 members 
Entering Unmasked Estep 
Score: -3346628.750000 Penalty: 3590.516113
	Iteration 42Q: 3 clusters Score -3346629 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 61217 members 
Entering Unmasked Estep 
Score: -3346700.750000 Penalty: 3590.516113
	Iteration 43Q: 3 clusters Score -3346701 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 61373 members 
Entering Unmasked Estep 
Score: -3346760.750000 Penalty: 3590.516113
	Iteration 44Q: 3 clusters Score -3346761 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 61519 members 
Entering Unmasked Estep 
Score: -3346837.500000 Penalty: 3590.516113
	Iteration 45Q: 3 clusters Score -3346838 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 61651 members 
Entering Unmasked Estep 
Score: -3346910.750000 Penalty: 3590.516113
	Iteration 46Q: 3 clusters Score -3346911 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 61759 members 
Entering Unmasked Estep 
Score: -3346963.500000 Penalty: 3590.516113
	Iteration 47Q: 3 clusters Score -3346964 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 61857 members 
Entering Unmasked Estep 
Score: -3347026.250000 Penalty: 3590.516113
	Iteration 48Q: 3 clusters Score -3347026 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 61950 members 
Entering Unmasked Estep 
Score: -3347075.250000 Penalty: 3590.516113
	Iteration 49Q: 3 clusters Score -3347075 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 62020 members 
Entering Unmasked Estep 
Score: -3347112.250000 Penalty: 3590.516113
	Iteration 50Q: 3 clusters Score -3347112 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 62074 members 
Entering Unmasked Estep 
Score: -3347143.500000 Penalty: 3590.516113
	Iteration 51Q: 3 clusters Score -3347144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 62117 members 
Entering Unmasked Estep 
Score: -3347168.000000 Penalty: 3590.516113
	Iteration 52Q: 3 clusters Score -3347168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 62155 members 
Entering Unmasked Estep 
Score: -3347187.500000 Penalty: 3590.516113
	Iteration 53Q: 3 clusters Score -3347188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 62184 members 
Entering Unmasked Estep 
Score: -3347209.750000 Penalty: 3590.516113
	Iteration 54Q: 3 clusters Score -3347210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 62210 members 
Entering Unmasked Estep 
Score: -3347225.000000 Penalty: 3590.516113
	Iteration 55Q: 3 clusters Score -3347225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 62235 members 
Entering Unmasked Estep 
Score: -3347239.250000 Penalty: 3590.516113
	Iteration 56Q: 3 clusters Score -3347239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 62255 members 
Entering Unmasked Estep 
Score: -3347250.250000 Penalty: 3590.516113
	Iteration 57Q: 3 clusters Score -3347250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 62275 members 
Entering Unmasked Estep 
Score: -3347266.250000 Penalty: 3590.516113
	Iteration 58Q: 3 clusters Score -3347266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 62283 members 
Entering Unmasked Estep 
Score: -3347275.250000 Penalty: 3590.516113
	Iteration 59Q: 3 clusters Score -3347275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 62293 members 
Entering Unmasked Estep 
Score: -3347281.750000 Penalty: 3590.516113
	Iteration 60F: 3 clusters Score -3347282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 62296 members 
Entering Unmasked Estep 
Score: -3347284.250000 Penalty: 3590.516113
	Iteration 61Q: 3 clusters Score -3347284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 62301 members 
Entering Unmasked Estep 
Score: -3347287.250000 Penalty: 3590.516113
	Iteration 62Q: 3 clusters Score -3347287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 62303 members 
Entering Unmasked Estep 
Score: -3347289.000000 Penalty: 3590.516113
	Iteration 63Q: 3 clusters Score -3347289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 62305 members 
Entering Unmasked Estep 
Score: -3347288.250000 Penalty: 3590.516113
	Iteration 64Q: 3 clusters Score -3347288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 62311 members 
Entering Unmasked Estep 
Score: -3347294.750000 Penalty: 3590.516113
	Iteration 65Q: 3 clusters Score -3347295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 62314 members 
Entering Unmasked Estep 
Score: -3347295.500000 Penalty: 3590.516113
	Iteration 66Q: 3 clusters Score -3347296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 62316 members 
Entering Unmasked Estep 
Score: -3347296.250000 Penalty: 3590.516113
	Iteration 67Q: 3 clusters Score -3347296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 62320 members 
Entering Unmasked Estep 
Score: -3347300.500000 Penalty: 3590.516113
	Iteration 68Q: 3 clusters Score -3347300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 62322 members 
Entering Unmasked Estep 
Score: -3347303.500000 Penalty: 3590.516113
	Iteration 69Q: 3 clusters Score -3347304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 62323 members 
Entering Unmasked Estep 
Score: -3347304.000000 Penalty: 3590.516113
	Iteration 70Q: 3 clusters Score -3347304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 62323 members 
Entering Unmasked Estep 
Score: -3347304.000000 Penalty: 3590.516113
	Iteration 71F: 3 clusters Score -3347304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Entering Unmasked Estep 
Score: -324076.000000 Penalty: 1439.415527
	Iteration 0F: 2 clusters Score -324076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -318755.562500 Penalty: 2878.831055
	Iteration 0F: 3 clusters Score -318755.6 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -320548.656250 Penalty: 2878.831055
	Iteration 1F: 3 clusters Score -320548.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -320861.125000 Penalty: 2878.831055
	Iteration 2F: 3 clusters Score -320861.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -321159.812500 Penalty: 2878.831055
	Iteration 3F: 3 clusters Score -321159.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -321431.187500 Penalty: 2878.831055
	Iteration 4F: 3 clusters Score -321431.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -321718.687500 Penalty: 2878.831055
	Iteration 5F: 3 clusters Score -321718.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -322014.531250 Penalty: 2878.831055
	Iteration 6Q: 3 clusters Score -322014.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -322324.437500 Penalty: 2878.831055
	Iteration 7Q: 3 clusters Score -322324.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -322682.656250 Penalty: 2878.831055
	Iteration 8Q: 3 clusters Score -322682.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -323078.531250 Penalty: 2878.831055
	Iteration 9Q: 3 clusters Score -323078.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -323422.343750 Penalty: 2878.831055
	Iteration 10Q: 3 clusters Score -323422.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -323706.937500 Penalty: 2878.831055
	Iteration 11Q: 3 clusters Score -323706.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -323881.718750 Penalty: 2878.831055
	Iteration 12Q: 3 clusters Score -323881.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -324022.000000 Penalty: 2878.831055
	Iteration 13Q: 3 clusters Score -324022 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -324136.750000 Penalty: 2878.831055
	Iteration 14Q: 3 clusters Score -324136.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -324191.500000 Penalty: 2878.831055
	Iteration 15Q: 3 clusters Score -324191.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -324213.531250 Penalty: 2878.831055
	Iteration 16Q: 3 clusters Score -324213.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -324225.781250 Penalty: 2878.831055
	Iteration 17Q: 3 clusters Score -324225.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -324233.343750 Penalty: 2878.831055
	Iteration 18Q: 3 clusters Score -324233.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -324239.093750 Penalty: 2878.831055
	Iteration 19Q: 3 clusters Score -324239.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -324241.437500 Penalty: 2878.831055
	Iteration 20F: 3 clusters Score -324241.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -324242.875000 Penalty: 2878.831055
	Iteration 21Q: 3 clusters Score -324242.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -324242.562500 Penalty: 2878.831055
	Iteration 22Q: 3 clusters Score -324242.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -324242.562500 Penalty: 2878.831055
	Iteration 23F: 3 clusters Score -324242.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1787 members 
Mstep: Class 3 contains 7795 members 
Mstep: Class 4 contains 6675 members 
Mstep: Class 5 contains 32367 members 
Mstep: Class 6 contains 75652 members 
Mstep: Class 7 contains 2894 members 
Mstep: Class 8 contains 34724 members 
Mstep: Class 9 contains 4683 members 
Mstep: Class 10 contains 4123 members 
Mstep: Class 11 contains 18055 members 
Mstep: Class 12 contains 3545 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 10320 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 16 contains 6245 members 
Mstep: Class 17 contains 9427 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 93718 members 
Mstep: Class 20 contains 62802 members 
Mstep: Class 21 contains 6418 members 
Mstep: Class 22 contains 6460 members 
Mstep: Class 23 contains 3170 members 
Mstep: Class 24 contains 2818 members 
Mstep: Class 25 contains 78015 members 
Mstep: Class 26 contains 218152 members 
Mstep: Class 27 contains 612 members 
Entering Unmasked Estep 
Score: -35904736.000000 Penalty: 59117.878906
Splitting cluster 21 changes total score from -35882920.000000 to -35904736.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 22 (6460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Entering Unmasked Estep 
Score: -356879.593750 Penalty: 1425.675049
	Iteration 0F: 2 clusters Score -356879.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -351980.937500 Penalty: 2851.350098
	Iteration 0F: 3 clusters Score -351980.9 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -353380.187500 Penalty: 2851.350098
	Iteration 1F: 3 clusters Score -353380.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -353590.531250 Penalty: 2851.350098
	Iteration 2F: 3 clusters Score -353590.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -353761.093750 Penalty: 2851.350098
	Iteration 3F: 3 clusters Score -353761.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -353896.218750 Penalty: 2851.350098
	Iteration 4Q: 3 clusters Score -353896.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -354059.093750 Penalty: 2851.350098
	Iteration 5Q: 3 clusters Score -354059.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -354203.937500 Penalty: 2851.350098
	Iteration 6Q: 3 clusters Score -354203.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -354341.625000 Penalty: 2851.350098
	Iteration 7Q: 3 clusters Score -354341.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -354511.062500 Penalty: 2851.350098
	Iteration 8Q: 3 clusters Score -354511.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -354704.125000 Penalty: 2851.350098
	Iteration 9Q: 3 clusters Score -354704.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -355003.625000 Penalty: 2851.350098
	Iteration 10Q: 3 clusters Score -355003.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -355300.875000 Penalty: 2851.350098
	Iteration 11Q: 3 clusters Score -355300.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -355634.937500 Penalty: 2851.350098
	Iteration 12Q: 3 clusters Score -355634.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -355949.625000 Penalty: 2851.350098
	Iteration 13Q: 3 clusters Score -355949.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -356271.500000 Penalty: 2851.350098
	Iteration 14Q: 3 clusters Score -356271.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -356505.312500 Penalty: 2851.350098
	Iteration 15Q: 3 clusters Score -356505.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -356610.625000 Penalty: 2851.350098
	Iteration 16Q: 3 clusters Score -356610.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -356653.500000 Penalty: 2851.350098
	Iteration 17Q: 3 clusters Score -356653.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -356669.437500 Penalty: 2851.350098
	Iteration 18Q: 3 clusters Score -356669.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -356674.875000 Penalty: 2851.350098
	Iteration 19Q: 3 clusters Score -356674.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -356678.937500 Penalty: 2851.350098
	Iteration 20F: 3 clusters Score -356678.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -356682.375000 Penalty: 2851.350098
	Iteration 21Q: 3 clusters Score -356682.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -356683.875000 Penalty: 2851.350098
	Iteration 22Q: 3 clusters Score -356683.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -356684.250000 Penalty: 2851.350098
	Iteration 23Q: 3 clusters Score -356684.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -356685.531250 Penalty: 2851.350098
	Iteration 24Q: 3 clusters Score -356685.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -356686.812500 Penalty: 2851.350098
	Iteration 25Q: 3 clusters Score -356686.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -356686.187500 Penalty: 2851.350098
	Iteration 26Q: 3 clusters Score -356686.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -356686.625000 Penalty: 2851.350098
	Iteration 27Q: 3 clusters Score -356686.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -356686.625000 Penalty: 2851.350098
	Iteration 28F: 3 clusters Score -356686.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 1787 members 
Mstep: Class 4 contains 6675 members 
Mstep: Class 5 contains 32367 members 
Mstep: Class 6 contains 75652 members 
Mstep: Class 7 contains 2894 members 
Mstep: Class 8 contains 34724 members 
Mstep: Class 9 contains 4683 members 
Mstep: Class 10 contains 4123 members 
Mstep: Class 11 contains 18055 members 
Mstep: Class 12 contains 3545 members 
Mstep: Class 14 contains 10320 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 16 contains 6245 members 
Mstep: Class 17 contains 9427 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 93718 members 
Mstep: Class 20 contains 62802 members 
Mstep: Class 21 contains 6418 members 
Mstep: Class 22 contains 6460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35914864.000000 Penalty: 59117.878906
Iteration 39Q: 28 clusters Score -3.591486e+07 nChanged 15699
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1754 members 
Mstep: Class 3 contains 7778 members 
Mstep: Class 4 contains 6751 members 
Mstep: Class 5 contains 32214 members 
Mstep: Class 6 contains 77664 members 
Mstep: Class 7 contains 2719 members 
Mstep: Class 8 contains 35321 members 
Mstep: Class 9 contains 4927 members 
Mstep: Class 10 contains 4279 members 
Mstep: Class 11 contains 18366 members 
Mstep: Class 12 contains 3726 members 
Mstep: Class 13 contains 2739 members 
Mstep: Class 14 contains 11020 members 
Mstep: Class 15 contains 7586 members 
Mstep: Class 16 contains 6358 members 
Mstep: Class 17 contains 9334 members 
Mstep: Class 18 contains 6757 members 
Mstep: Class 19 contains 94980 members 
Mstep: Class 20 contains 62629 members 
Mstep: Class 21 contains 6938 members 
Mstep: Class 22 contains 6391 members 
Mstep: Class 23 contains 3162 members 
Mstep: Class 24 contains 2660 members 
Mstep: Class 25 contains 78897 members 
Mstep: Class 26 contains 212841 members 
Mstep: Class 27 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923324.000000 Penalty: 59117.878906
Iteration 40F: 28 clusters Score -3.592332e+07 nChanged 13149
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1673 members 
Mstep: Class 3 contains 7812 members 
Mstep: Class 4 contains 6775 members 
Mstep: Class 5 contains 31830 members 
Mstep: Class 6 contains 77835 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 34669 members 
Mstep: Class 9 contains 5089 members 
Mstep: Class 10 contains 4280 members 
Mstep: Class 11 contains 18013 members 
Mstep: Class 12 contains 3859 members 
Mstep: Class 13 contains 2947 members 
Mstep: Class 14 contains 11355 members 
Mstep: Class 15 contains 7812 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 9205 members 
Mstep: Class 18 contains 5987 members 
Mstep: Class 19 contains 94683 members 
Mstep: Class 20 contains 62301 members 
Mstep: Class 21 contains 7525 members 
Mstep: Class 22 contains 6536 members 
Mstep: Class 23 contains 3187 members 
Mstep: Class 24 contains 2673 members 
Mstep: Class 25 contains 81973 members 
Mstep: Class 26 contains 210680 members 
Mstep: Class 27 contains 722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35927408.000000 Penalty: 59117.878906
Iteration 41Q: 28 clusters Score -3.592741e+07 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 7837 members 
Mstep: Class 4 contains 6835 members 
Mstep: Class 5 contains 31488 members 
Mstep: Class 6 contains 78142 members 
Mstep: Class 7 contains 2394 members 
Mstep: Class 8 contains 34257 members 
Mstep: Class 9 contains 5236 members 
Mstep: Class 10 contains 4292 members 
Mstep: Class 11 contains 17726 members 
Mstep: Class 12 contains 3992 members 
Mstep: Class 13 contains 3048 members 
Mstep: Class 14 contains 11673 members 
Mstep: Class 15 contains 7946 members 
Mstep: Class 16 contains 6612 members 
Mstep: Class 17 contains 9102 members 
Mstep: Class 18 contains 5360 members 
Mstep: Class 19 contains 94636 members 
Mstep: Class 20 contains 61946 members 
Mstep: Class 21 contains 8067 members 
Mstep: Class 22 contains 6728 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 2637 members 
Mstep: Class 25 contains 83982 members 
Mstep: Class 26 contains 208848 members 
Mstep: Class 27 contains 783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35929680.000000 Penalty: 59117.878906
Iteration 42Q: 28 clusters Score -3.592968e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1606 members 
Mstep: Class 3 contains 7847 members 
Mstep: Class 4 contains 6923 members 
Mstep: Class 5 contains 31148 members 
Mstep: Class 6 contains 78422 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 33992 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4310 members 
Mstep: Class 11 contains 17440 members 
Mstep: Class 12 contains 4121 members 
Mstep: Class 13 contains 3116 members 
Mstep: Class 14 contains 11957 members 
Mstep: Class 15 contains 8019 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 9042 members 
Mstep: Class 18 contains 4898 members 
Mstep: Class 19 contains 94649 members 
Mstep: Class 20 contains 61601 members 
Mstep: Class 21 contains 8537 members 
Mstep: Class 22 contains 6942 members 
Mstep: Class 23 contains 3195 members 
Mstep: Class 24 contains 2582 members 
Mstep: Class 25 contains 85413 members 
Mstep: Class 26 contains 207352 members 
Mstep: Class 27 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35931264.000000 Penalty: 59117.878906
Iteration 43Q: 28 clusters Score -3.593126e+07 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1591 members 
Mstep: Class 3 contains 7857 members 
Mstep: Class 4 contains 7007 members 
Mstep: Class 5 contains 30835 members 
Mstep: Class 6 contains 78687 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 8 contains 33720 members 
Mstep: Class 9 contains 5530 members 
Mstep: Class 10 contains 4322 members 
Mstep: Class 11 contains 17223 members 
Mstep: Class 12 contains 4242 members 
Mstep: Class 13 contains 3202 members 
Mstep: Class 14 contains 12239 members 
Mstep: Class 15 contains 8084 members 
Mstep: Class 16 contains 6839 members 
Mstep: Class 17 contains 8976 members 
Mstep: Class 18 contains 4518 members 
Mstep: Class 19 contains 94745 members 
Mstep: Class 20 contains 61305 members 
Mstep: Class 21 contains 8874 members 
Mstep: Class 22 contains 7131 members 
Mstep: Class 23 contains 3197 members 
Mstep: Class 24 contains 2540 members 
Mstep: Class 25 contains 86458 members 
Mstep: Class 26 contains 206117 members 
Mstep: Class 27 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932496.000000 Penalty: 59117.878906
Iteration 44Q: 28 clusters Score -3.59325e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1577 members 
Mstep: Class 3 contains 7865 members 
Mstep: Class 4 contains 7117 members 
Mstep: Class 5 contains 30588 members 
Mstep: Class 6 contains 78859 members 
Mstep: Class 7 contains 2328 members 
Mstep: Class 8 contains 33508 members 
Mstep: Class 9 contains 5688 members 
Mstep: Class 10 contains 4340 members 
Mstep: Class 11 contains 17007 members 
Mstep: Class 12 contains 4362 members 
Mstep: Class 13 contains 3310 members 
Mstep: Class 14 contains 12465 members 
Mstep: Class 15 contains 8137 members 
Mstep: Class 16 contains 6930 members 
Mstep: Class 17 contains 8939 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 94900 members 
Mstep: Class 20 contains 61067 members 
Mstep: Class 21 contains 9126 members 
Mstep: Class 22 contains 7232 members 
Mstep: Class 23 contains 3199 members 
Mstep: Class 24 contains 2509 members 
Mstep: Class 25 contains 87250 members 
Mstep: Class 26 contains 205047 members 
Mstep: Class 27 contains 870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933672.000000 Penalty: 59117.878906
Iteration 45Q: 28 clusters Score -3.593367e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1565 members 
Mstep: Class 3 contains 7874 members 
Mstep: Class 4 contains 7226 members 
Mstep: Class 5 contains 30367 members 
Mstep: Class 6 contains 78986 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 33337 members 
Mstep: Class 9 contains 5886 members 
Mstep: Class 10 contains 4361 members 
Mstep: Class 11 contains 16814 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 3428 members 
Mstep: Class 14 contains 12658 members 
Mstep: Class 15 contains 8180 members 
Mstep: Class 16 contains 7023 members 
Mstep: Class 17 contains 8893 members 
Mstep: Class 18 contains 3998 members 
Mstep: Class 19 contains 95090 members 
Mstep: Class 20 contains 60908 members 
Mstep: Class 21 contains 9277 members 
Mstep: Class 22 contains 7251 members 
Mstep: Class 23 contains 3197 members 
Mstep: Class 24 contains 2486 members 
Mstep: Class 25 contains 87835 members 
Mstep: Class 26 contains 204161 members 
Mstep: Class 27 contains 879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35934464.000000 Penalty: 59117.878906
Iteration 46Q: 28 clusters Score -3.593446e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 7888 members 
Mstep: Class 4 contains 7327 members 
Mstep: Class 5 contains 30148 members 
Mstep: Class 6 contains 79062 members 
Mstep: Class 7 contains 2334 members 
Mstep: Class 8 contains 33184 members 
Mstep: Class 9 contains 6096 members 
Mstep: Class 10 contains 4379 members 
Mstep: Class 11 contains 16642 members 
Mstep: Class 12 contains 4572 members 
Mstep: Class 13 contains 3531 members 
Mstep: Class 14 contains 12864 members 
Mstep: Class 15 contains 8210 members 
Mstep: Class 16 contains 7093 members 
Mstep: Class 17 contains 8863 members 
Mstep: Class 18 contains 3787 members 
Mstep: Class 19 contains 95274 members 
Mstep: Class 20 contains 60796 members 
Mstep: Class 21 contains 9361 members 
Mstep: Class 22 contains 7241 members 
Mstep: Class 23 contains 3196 members 
Mstep: Class 24 contains 2477 members 
Mstep: Class 25 contains 88309 members 
Mstep: Class 26 contains 203405 members 
Mstep: Class 27 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35935536.000000 Penalty: 59117.878906
Iteration 47Q: 28 clusters Score -3.593554e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1548 members 
Mstep: Class 3 contains 7899 members 
Mstep: Class 4 contains 7429 members 
Mstep: Class 5 contains 29919 members 
Mstep: Class 6 contains 79153 members 
Mstep: Class 7 contains 2358 members 
Mstep: Class 8 contains 33034 members 
Mstep: Class 9 contains 6268 members 
Mstep: Class 10 contains 4385 members 
Mstep: Class 11 contains 16468 members 
Mstep: Class 12 contains 4665 members 
Mstep: Class 13 contains 3644 members 
Mstep: Class 14 contains 13085 members 
Mstep: Class 15 contains 8246 members 
Mstep: Class 16 contains 7167 members 
Mstep: Class 17 contains 8824 members 
Mstep: Class 18 contains 3594 members 
Mstep: Class 19 contains 95435 members 
Mstep: Class 20 contains 60733 members 
Mstep: Class 21 contains 9408 members 
Mstep: Class 22 contains 7257 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2469 members 
Mstep: Class 25 contains 88721 members 
Mstep: Class 26 contains 202707 members 
Mstep: Class 27 contains 898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35936748.000000 Penalty: 59117.878906
Iteration 48Q: 28 clusters Score -3.593675e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1544 members 
Mstep: Class 3 contains 7910 members 
Mstep: Class 4 contains 7531 members 
Mstep: Class 5 contains 29713 members 
Mstep: Class 6 contains 79245 members 
Mstep: Class 7 contains 2373 members 
Mstep: Class 8 contains 32932 members 
Mstep: Class 9 contains 6385 members 
Mstep: Class 10 contains 4395 members 
Mstep: Class 11 contains 16332 members 
Mstep: Class 12 contains 4757 members 
Mstep: Class 13 contains 3742 members 
Mstep: Class 14 contains 13221 members 
Mstep: Class 15 contains 8271 members 
Mstep: Class 16 contains 7243 members 
Mstep: Class 17 contains 8785 members 
Mstep: Class 18 contains 3460 members 
Mstep: Class 19 contains 95595 members 
Mstep: Class 20 contains 60686 members 
Mstep: Class 21 contains 9436 members 
Mstep: Class 22 contains 7325 members 
Mstep: Class 23 contains 3193 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 89048 members 
Mstep: Class 26 contains 202038 members 
Mstep: Class 27 contains 898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35937468.000000 Penalty: 59117.878906
Iteration 49Q: 28 clusters Score -3.593747e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1540 members 
Mstep: Class 3 contains 7919 members 
Mstep: Class 4 contains 7644 members 
Mstep: Class 5 contains 29527 members 
Mstep: Class 6 contains 79277 members 
Mstep: Class 7 contains 2386 members 
Mstep: Class 8 contains 32873 members 
Mstep: Class 9 contains 6458 members 
Mstep: Class 10 contains 4400 members 
Mstep: Class 11 contains 16217 members 
Mstep: Class 12 contains 4839 members 
Mstep: Class 13 contains 3830 members 
Mstep: Class 14 contains 13327 members 
Mstep: Class 15 contains 8296 members 
Mstep: Class 16 contains 7327 members 
Mstep: Class 17 contains 8748 members 
Mstep: Class 18 contains 3364 members 
Mstep: Class 19 contains 95763 members 
Mstep: Class 20 contains 60633 members 
Mstep: Class 21 contains 9453 members 
Mstep: Class 22 contains 7430 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 89293 members 
Mstep: Class 26 contains 201436 members 
Mstep: Class 27 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35937752.000000 Penalty: 59117.878906
Iteration 50Q: 28 clusters Score -3.593775e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1537 members 
Mstep: Class 3 contains 7923 members 
Mstep: Class 4 contains 7751 members 
Mstep: Class 5 contains 29363 members 
Mstep: Class 6 contains 79284 members 
Mstep: Class 7 contains 2397 members 
Mstep: Class 8 contains 32827 members 
Mstep: Class 9 contains 6508 members 
Mstep: Class 10 contains 4409 members 
Mstep: Class 11 contains 16111 members 
Mstep: Class 12 contains 4924 members 
Mstep: Class 13 contains 3905 members 
Mstep: Class 14 contains 13421 members 
Mstep: Class 15 contains 8320 members 
Mstep: Class 16 contains 7399 members 
Mstep: Class 17 contains 8713 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 95936 members 
Mstep: Class 20 contains 60577 members 
Mstep: Class 21 contains 9460 members 
Mstep: Class 22 contains 7554 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 2459 members 
Mstep: Class 25 contains 89496 members 
Mstep: Class 26 contains 200874 members 
Mstep: Class 27 contains 910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938176.000000 Penalty: 59117.878906
Iteration 51Q: 28 clusters Score -3.593818e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1533 members 
Mstep: Class 3 contains 7928 members 
Mstep: Class 4 contains 7852 members 
Mstep: Class 5 contains 29223 members 
Mstep: Class 6 contains 79290 members 
Mstep: Class 7 contains 2405 members 
Mstep: Class 8 contains 32775 members 
Mstep: Class 9 contains 6538 members 
Mstep: Class 10 contains 4414 members 
Mstep: Class 11 contains 16020 members 
Mstep: Class 12 contains 5009 members 
Mstep: Class 13 contains 3966 members 
Mstep: Class 14 contains 13503 members 
Mstep: Class 15 contains 8334 members 
Mstep: Class 16 contains 7477 members 
Mstep: Class 17 contains 8680 members 
Mstep: Class 18 contains 3237 members 
Mstep: Class 19 contains 96096 members 
Mstep: Class 20 contains 60522 members 
Mstep: Class 21 contains 9483 members 
Mstep: Class 22 contains 7669 members 
Mstep: Class 23 contains 3191 members 
Mstep: Class 24 contains 2455 members 
Mstep: Class 25 contains 89645 members 
Mstep: Class 26 contains 200379 members 
Mstep: Class 27 contains 914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938472.000000 Penalty: 59117.878906
Iteration 52Q: 28 clusters Score -3.593847e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1533 members 
Mstep: Class 3 contains 7934 members 
Mstep: Class 4 contains 7953 members 
Mstep: Class 5 contains 29126 members 
Mstep: Class 6 contains 79279 members 
Mstep: Class 7 contains 2418 members 
Mstep: Class 8 contains 32709 members 
Mstep: Class 9 contains 6553 members 
Mstep: Class 10 contains 4413 members 
Mstep: Class 11 contains 15927 members 
Mstep: Class 12 contains 5084 members 
Mstep: Class 13 contains 4022 members 
Mstep: Class 14 contains 13581 members 
Mstep: Class 15 contains 8345 members 
Mstep: Class 16 contains 7545 members 
Mstep: Class 17 contains 8660 members 
Mstep: Class 18 contains 3215 members 
Mstep: Class 19 contains 96221 members 
Mstep: Class 20 contains 60475 members 
Mstep: Class 21 contains 9505 members 
Mstep: Class 22 contains 7751 members 
Mstep: Class 23 contains 3193 members 
Mstep: Class 24 contains 2443 members 
Mstep: Class 25 contains 89769 members 
Mstep: Class 26 contains 199969 members 
Mstep: Class 27 contains 919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938612.000000 Penalty: 59117.878906
Iteration 53Q: 28 clusters Score -3.593861e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1527 members 
Mstep: Class 3 contains 7939 members 
Mstep: Class 4 contains 8043 members 
Mstep: Class 5 contains 29032 members 
Mstep: Class 6 contains 79283 members 
Mstep: Class 7 contains 2444 members 
Mstep: Class 8 contains 32641 members 
Mstep: Class 9 contains 6559 members 
Mstep: Class 10 contains 4417 members 
Mstep: Class 11 contains 15830 members 
Mstep: Class 12 contains 5169 members 
Mstep: Class 13 contains 4075 members 
Mstep: Class 14 contains 13643 members 
Mstep: Class 15 contains 8354 members 
Mstep: Class 16 contains 7590 members 
Mstep: Class 17 contains 8636 members 
Mstep: Class 18 contains 3202 members 
Mstep: Class 19 contains 96368 members 
Mstep: Class 20 contains 60435 members 
Mstep: Class 21 contains 9524 members 
Mstep: Class 22 contains 7830 members 
Mstep: Class 23 contains 3193 members 
Mstep: Class 24 contains 2434 members 
Mstep: Class 25 contains 89900 members 
Mstep: Class 26 contains 199559 members 
Mstep: Class 27 contains 922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938788.000000 Penalty: 59117.878906
Iteration 54Q: 28 clusters Score -3.593879e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1525 members 
Mstep: Class 3 contains 7943 members 
Mstep: Class 4 contains 8116 members 
Mstep: Class 5 contains 28965 members 
Mstep: Class 6 contains 79290 members 
Mstep: Class 7 contains 2463 members 
Mstep: Class 8 contains 32552 members 
Mstep: Class 9 contains 6573 members 
Mstep: Class 10 contains 4423 members 
Mstep: Class 11 contains 15722 members 
Mstep: Class 12 contains 5264 members 
Mstep: Class 13 contains 4128 members 
Mstep: Class 14 contains 13691 members 
Mstep: Class 15 contains 8354 members 
Mstep: Class 16 contains 7637 members 
Mstep: Class 17 contains 8618 members 
Mstep: Class 18 contains 3188 members 
Mstep: Class 19 contains 96494 members 
Mstep: Class 20 contains 60408 members 
Mstep: Class 21 contains 9542 members 
Mstep: Class 22 contains 7887 members 
Mstep: Class 23 contains 3193 members 
Mstep: Class 24 contains 2424 members 
Mstep: Class 25 contains 90032 members 
Mstep: Class 26 contains 199196 members 
Mstep: Class 27 contains 922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35938992.000000 Penalty: 59117.878906
Iteration 55Q: 28 clusters Score -3.593899e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 3 contains 7944 members 
Mstep: Class 4 contains 8195 members 
Mstep: Class 5 contains 28920 members 
Mstep: Class 6 contains 79280 members 
Mstep: Class 7 contains 2486 members 
Mstep: Class 8 contains 32484 members 
Mstep: Class 9 contains 6584 members 
Mstep: Class 10 contains 4429 members 
Mstep: Class 11 contains 15621 members 
Mstep: Class 12 contains 5354 members 
Mstep: Class 13 contains 4158 members 
Mstep: Class 14 contains 13739 members 
Mstep: Class 15 contains 8352 members 
Mstep: Class 16 contains 7680 members 
Mstep: Class 17 contains 8606 members 
Mstep: Class 18 contains 3189 members 
Mstep: Class 19 contains 96597 members 
Mstep: Class 20 contains 60381 members 
Mstep: Class 21 contains 9551 members 
Mstep: Class 22 contains 7934 members 
Mstep: Class 23 contains 3193 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 90161 members 
Mstep: Class 26 contains 198853 members 
Mstep: Class 27 contains 922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35939228.000000 Penalty: 59117.878906
Iteration 56Q: 28 clusters Score -3.593923e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1525 members 
Mstep: Class 3 contains 7947 members 
Mstep: Class 4 contains 8258 members 
Mstep: Class 5 contains 28892 members 
Mstep: Class 6 contains 79292 members 
Mstep: Class 7 contains 2506 members 
Mstep: Class 8 contains 32455 members 
Mstep: Class 9 contains 6590 members 
Mstep: Class 10 contains 4437 members 
Mstep: Class 11 contains 15535 members 
Mstep: Class 12 contains 5416 members 
Mstep: Class 13 contains 4183 members 
Mstep: Class 14 contains 13788 members 
Mstep: Class 15 contains 8354 members 
Mstep: Class 16 contains 7712 members 
Mstep: Class 17 contains 8594 members 
Mstep: Class 18 contains 3172 members 
Mstep: Class 19 contains 96713 members 
Mstep: Class 20 contains 60356 members 
Mstep: Class 21 contains 9564 members 
Mstep: Class 22 contains 7961 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2404 members 
Mstep: Class 25 contains 90274 members 
Mstep: Class 26 contains 198514 members 
Mstep: Class 27 contains 922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35939372.000000 Penalty: 59117.878906
Iteration 57Q: 28 clusters Score -3.593937e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1525 members 
Mstep: Class 3 contains 7949 members 
Mstep: Class 4 contains 8320 members 
Mstep: Class 5 contains 28873 members 
Mstep: Class 6 contains 79311 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 32411 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 4445 members 
Mstep: Class 11 contains 15458 members 
Mstep: Class 12 contains 5477 members 
Mstep: Class 13 contains 4203 members 
Mstep: Class 14 contains 13823 members 
Mstep: Class 15 contains 8358 members 
Mstep: Class 16 contains 7744 members 
Mstep: Class 17 contains 8586 members 
Mstep: Class 18 contains 3164 members 
Mstep: Class 19 contains 96817 members 
Mstep: Class 20 contains 60330 members 
Mstep: Class 21 contains 9578 members 
Mstep: Class 22 contains 7982 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2401 members 
Mstep: Class 25 contains 90371 members 
Mstep: Class 26 contains 198212 members 
Mstep: Class 27 contains 922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35939380.000000 Penalty: 59117.878906
Iteration 58Q: 28 clusters Score -3.593938e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1525 members 
Mstep: Class 3 contains 7950 members 
Mstep: Class 4 contains 8373 members 
Mstep: Class 5 contains 28853 members 
Mstep: Class 6 contains 79318 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 32356 members 
Mstep: Class 9 contains 6598 members 
Mstep: Class 10 contains 4454 members 
Mstep: Class 11 contains 15402 members 
Mstep: Class 12 contains 5535 members 
Mstep: Class 13 contains 4233 members 
Mstep: Class 14 contains 13842 members 
Mstep: Class 15 contains 8356 members 
Mstep: Class 16 contains 7773 members 
Mstep: Class 17 contains 8573 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 96916 members 
Mstep: Class 20 contains 60312 members 
Mstep: Class 21 contains 9581 members 
Mstep: Class 22 contains 8009 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2393 members 
Mstep: Class 25 contains 90453 members 
Mstep: Class 26 contains 197951 members 
Mstep: Class 27 contains 922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35939412.000000 Penalty: 59117.878906
Iteration 59Q: 28 clusters Score -3.593941e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 3 contains 7952 members 
Mstep: Class 4 contains 8410 members 
Mstep: Class 5 contains 28843 members 
Mstep: Class 6 contains 79329 members 
Mstep: Class 7 contains 2553 members 
Mstep: Class 8 contains 32333 members 
Mstep: Class 9 contains 6601 members 
Mstep: Class 10 contains 4457 members 
Mstep: Class 11 contains 15352 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 4253 members 
Mstep: Class 14 contains 13875 members 
Mstep: Class 15 contains 8356 members 
Mstep: Class 16 contains 7791 members 
Mstep: Class 17 contains 8568 members 
Mstep: Class 18 contains 3152 members 
Mstep: Class 19 contains 96989 members 
Mstep: Class 20 contains 60296 members 
Mstep: Class 21 contains 9587 members 
Mstep: Class 22 contains 8021 members 
Mstep: Class 23 contains 3195 members 
Mstep: Class 24 contains 2378 members 
Mstep: Class 25 contains 90528 members 
Mstep: Class 26 contains 197725 members 
Mstep: Class 27 contains 923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35939516.000000 Penalty: 59117.878906
Iteration 60F: 28 clusters Score -3.593952e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 7954 members 
Mstep: Class 4 contains 8449 members 
Mstep: Class 5 contains 28807 members 
Mstep: Class 6 contains 79339 members 
Mstep: Class 7 contains 2573 members 
Mstep: Class 8 contains 32296 members 
Mstep: Class 9 contains 6605 members 
Mstep: Class 10 contains 4456 members 
Mstep: Class 11 contains 15307 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 4280 members 
Mstep: Class 14 contains 13898 members 
Mstep: Class 15 contains 8362 members 
Mstep: Class 16 contains 7804 members 
Mstep: Class 17 contains 8568 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 97052 members 
Mstep: Class 20 contains 60280 members 
Mstep: Class 21 contains 9589 members 
Mstep: Class 22 contains 8060 members 
Mstep: Class 23 contains 3195 members 
Mstep: Class 24 contains 2371 members 
Mstep: Class 25 contains 90595 members 
Mstep: Class 26 contains 197514 members 
Mstep: Class 27 contains 925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35939592.000000 Penalty: 59117.878906
Iteration 61Q: 28 clusters Score -3.593959e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 7953 members 
Mstep: Class 4 contains 8496 members 
Mstep: Class 5 contains 28774 members 
Mstep: Class 6 contains 79321 members 
Mstep: Class 7 contains 2595 members 
Mstep: Class 8 contains 32255 members 
Mstep: Class 9 contains 6607 members 
Mstep: Class 10 contains 4455 members 
Mstep: Class 11 contains 15278 members 
Mstep: Class 12 contains 5677 members 
Mstep: Class 13 contains 4297 members 
Mstep: Class 14 contains 13913 members 
Mstep: Class 15 contains 8365 members 
Mstep: Class 16 contains 7816 members 
Mstep: Class 17 contains 8573 members 
Mstep: Class 18 contains 3155 members 
Mstep: Class 19 contains 97130 members 
Mstep: Class 20 contains 60260 members 
Mstep: Class 21 contains 9600 members 
Mstep: Class 22 contains 8094 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2370 members 
Mstep: Class 25 contains 90648 members 
Mstep: Class 26 contains 197320 members 
Mstep: Class 27 contains 928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35939916.000000 Penalty: 59117.878906
Iteration 62Q: 28 clusters Score -3.593992e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1506 members 
Mstep: Class 3 contains 7956 members 
Mstep: Class 4 contains 8533 members 
Mstep: Class 5 contains 28750 members 
Mstep: Class 6 contains 79313 members 
Mstep: Class 7 contains 2616 members 
Mstep: Class 8 contains 32231 members 
Mstep: Class 9 contains 6609 members 
Mstep: Class 10 contains 4455 members 
Mstep: Class 11 contains 15258 members 
Mstep: Class 12 contains 5722 members 
Mstep: Class 13 contains 4310 members 
Mstep: Class 14 contains 13931 members 
Mstep: Class 15 contains 8360 members 
Mstep: Class 16 contains 7830 members 
Mstep: Class 17 contains 8565 members 
Mstep: Class 18 contains 3158 members 
Mstep: Class 19 contains 97193 members 
Mstep: Class 20 contains 60249 members 
Mstep: Class 21 contains 9607 members 
Mstep: Class 22 contains 8120 members 
Mstep: Class 23 contains 3193 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 90687 members 
Mstep: Class 26 contains 197136 members 
Mstep: Class 27 contains 928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35939932.000000 Penalty: 59117.878906
Iteration 63Q: 28 clusters Score -3.593993e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1505 members 
Mstep: Class 3 contains 7958 members 
Mstep: Class 4 contains 8564 members 
Mstep: Class 5 contains 28737 members 
Mstep: Class 6 contains 79299 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 32230 members 
Mstep: Class 9 contains 6613 members 
Mstep: Class 10 contains 4457 members 
Mstep: Class 11 contains 15242 members 
Mstep: Class 12 contains 5766 members 
Mstep: Class 13 contains 4306 members 
Mstep: Class 14 contains 13950 members 
Mstep: Class 15 contains 8358 members 
Mstep: Class 16 contains 7845 members 
Mstep: Class 17 contains 8554 members 
Mstep: Class 18 contains 3148 members 
Mstep: Class 19 contains 97259 members 
Mstep: Class 20 contains 60238 members 
Mstep: Class 21 contains 9620 members 
Mstep: Class 22 contains 8135 members 
Mstep: Class 23 contains 3193 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 90722 members 
Mstep: Class 26 contains 196963 members 
Mstep: Class 27 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35939960.000000 Penalty: 59117.878906
Iteration 64Q: 28 clusters Score -3.593996e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1506 members 
Mstep: Class 3 contains 7960 members 
Mstep: Class 4 contains 8588 members 
Mstep: Class 5 contains 28725 members 
Mstep: Class 6 contains 79299 members 
Mstep: Class 7 contains 2640 members 
Mstep: Class 8 contains 32214 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 4461 members 
Mstep: Class 11 contains 15226 members 
Mstep: Class 12 contains 5802 members 
Mstep: Class 13 contains 4297 members 
Mstep: Class 14 contains 13978 members 
Mstep: Class 15 contains 8352 members 
Mstep: Class 16 contains 7856 members 
Mstep: Class 17 contains 8543 members 
Mstep: Class 18 contains 3142 members 
Mstep: Class 19 contains 97312 members 
Mstep: Class 20 contains 60224 members 
Mstep: Class 21 contains 9632 members 
Mstep: Class 22 contains 8151 members 
Mstep: Class 23 contains 3193 members 
Mstep: Class 24 contains 2378 members 
Mstep: Class 25 contains 90750 members 
Mstep: Class 26 contains 196822 members 
Mstep: Class 27 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940032.000000 Penalty: 59117.878906
Iteration 65Q: 28 clusters Score -3.594003e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1511 members 
Mstep: Class 3 contains 7959 members 
Mstep: Class 4 contains 8605 members 
Mstep: Class 5 contains 28715 members 
Mstep: Class 6 contains 79301 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 32206 members 
Mstep: Class 9 contains 6619 members 
Mstep: Class 10 contains 4477 members 
Mstep: Class 11 contains 15213 members 
Mstep: Class 12 contains 5837 members 
Mstep: Class 13 contains 4296 members 
Mstep: Class 14 contains 14009 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 7863 members 
Mstep: Class 17 contains 8521 members 
Mstep: Class 18 contains 3145 members 
Mstep: Class 19 contains 97365 members 
Mstep: Class 20 contains 60209 members 
Mstep: Class 21 contains 9638 members 
Mstep: Class 22 contains 8166 members 
Mstep: Class 23 contains 3192 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 90776 members 
Mstep: Class 26 contains 196679 members 
Mstep: Class 27 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940144.000000 Penalty: 59117.878906
Iteration 66Q: 28 clusters Score -3.594014e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1513 members 
Mstep: Class 3 contains 7960 members 
Mstep: Class 4 contains 8615 members 
Mstep: Class 5 contains 28706 members 
Mstep: Class 6 contains 79307 members 
Mstep: Class 7 contains 2650 members 
Mstep: Class 8 contains 32197 members 
Mstep: Class 9 contains 6625 members 
Mstep: Class 10 contains 4494 members 
Mstep: Class 11 contains 15202 members 
Mstep: Class 12 contains 5865 members 
Mstep: Class 13 contains 4294 members 
Mstep: Class 14 contains 14036 members 
Mstep: Class 15 contains 8347 members 
Mstep: Class 16 contains 7869 members 
Mstep: Class 17 contains 8496 members 
Mstep: Class 18 contains 3151 members 
Mstep: Class 19 contains 97429 members 
Mstep: Class 20 contains 60200 members 
Mstep: Class 21 contains 9641 members 
Mstep: Class 22 contains 8175 members 
Mstep: Class 23 contains 3193 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 90797 members 
Mstep: Class 26 contains 196533 members 
Mstep: Class 27 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940092.000000 Penalty: 59117.878906
Iteration 67Q: 28 clusters Score -3.594009e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1513 members 
Mstep: Class 3 contains 7958 members 
Mstep: Class 4 contains 8632 members 
Mstep: Class 5 contains 28693 members 
Mstep: Class 6 contains 79291 members 
Mstep: Class 7 contains 2660 members 
Mstep: Class 8 contains 32195 members 
Mstep: Class 9 contains 6629 members 
Mstep: Class 10 contains 4497 members 
Mstep: Class 11 contains 15192 members 
Mstep: Class 12 contains 5889 members 
Mstep: Class 13 contains 4294 members 
Mstep: Class 14 contains 14055 members 
Mstep: Class 15 contains 8345 members 
Mstep: Class 16 contains 7877 members 
Mstep: Class 17 contains 8491 members 
Mstep: Class 18 contains 3164 members 
Mstep: Class 19 contains 97498 members 
Mstep: Class 20 contains 60183 members 
Mstep: Class 21 contains 9655 members 
Mstep: Class 22 contains 8186 members 
Mstep: Class 23 contains 3193 members 
Mstep: Class 24 contains 2373 members 
Mstep: Class 25 contains 90820 members 
Mstep: Class 26 contains 196383 members 
Mstep: Class 27 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940096.000000 Penalty: 59117.878906
Iteration 68Q: 28 clusters Score -3.59401e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1509 members 
Mstep: Class 3 contains 7958 members 
Mstep: Class 4 contains 8651 members 
Mstep: Class 5 contains 28677 members 
Mstep: Class 6 contains 79284 members 
Mstep: Class 7 contains 2673 members 
Mstep: Class 8 contains 32180 members 
Mstep: Class 9 contains 6633 members 
Mstep: Class 10 contains 4507 members 
Mstep: Class 11 contains 15184 members 
Mstep: Class 12 contains 5914 members 
Mstep: Class 13 contains 4297 members 
Mstep: Class 14 contains 14077 members 
Mstep: Class 15 contains 8345 members 
Mstep: Class 16 contains 7882 members 
Mstep: Class 17 contains 8484 members 
Mstep: Class 18 contains 3162 members 
Mstep: Class 19 contains 97560 members 
Mstep: Class 20 contains 60175 members 
Mstep: Class 21 contains 9659 members 
Mstep: Class 22 contains 8202 members 
Mstep: Class 23 contains 3193 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 90839 members 
Mstep: Class 26 contains 196256 members 
Mstep: Class 27 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940136.000000 Penalty: 59117.878906
Iteration 69Q: 28 clusters Score -3.594014e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1507 members 
Mstep: Class 3 contains 7958 members 
Mstep: Class 4 contains 8662 members 
Mstep: Class 5 contains 28670 members 
Mstep: Class 6 contains 79285 members 
Mstep: Class 7 contains 2670 members 
Mstep: Class 8 contains 32171 members 
Mstep: Class 9 contains 6634 members 
Mstep: Class 10 contains 4509 members 
Mstep: Class 11 contains 15185 members 
Mstep: Class 12 contains 5934 members 
Mstep: Class 13 contains 4306 members 
Mstep: Class 14 contains 14117 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 7888 members 
Mstep: Class 17 contains 8463 members 
Mstep: Class 18 contains 3168 members 
Mstep: Class 19 contains 97622 members 
Mstep: Class 20 contains 60169 members 
Mstep: Class 21 contains 9660 members 
Mstep: Class 22 contains 8211 members 
Mstep: Class 23 contains 3193 members 
Mstep: Class 24 contains 2359 members 
Mstep: Class 25 contains 90850 members 
Mstep: Class 26 contains 196115 members 
Mstep: Class 27 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940212.000000 Penalty: 59117.878906
Iteration 70Q: 28 clusters Score -3.594021e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1507 members 
Mstep: Class 3 contains 7958 members 
Mstep: Class 4 contains 8671 members 
Mstep: Class 5 contains 28662 members 
Mstep: Class 6 contains 79296 members 
Mstep: Class 7 contains 2673 members 
Mstep: Class 8 contains 32159 members 
Mstep: Class 9 contains 6635 members 
Mstep: Class 10 contains 4515 members 
Mstep: Class 11 contains 15184 members 
Mstep: Class 12 contains 5951 members 
Mstep: Class 13 contains 4318 members 
Mstep: Class 14 contains 14135 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 7893 members 
Mstep: Class 17 contains 8450 members 
Mstep: Class 18 contains 3164 members 
Mstep: Class 19 contains 97668 members 
Mstep: Class 20 contains 60158 members 
Mstep: Class 21 contains 9666 members 
Mstep: Class 22 contains 8222 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2353 members 
Mstep: Class 25 contains 90861 members 
Mstep: Class 26 contains 196008 members 
Mstep: Class 27 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940152.000000 Penalty: 59117.878906
Iteration 71Q: 28 clusters Score -3.594015e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1504 members 
Mstep: Class 3 contains 7958 members 
Mstep: Class 4 contains 8675 members 
Mstep: Class 5 contains 28656 members 
Mstep: Class 6 contains 79303 members 
Mstep: Class 7 contains 2673 members 
Mstep: Class 8 contains 32145 members 
Mstep: Class 9 contains 6636 members 
Mstep: Class 10 contains 4526 members 
Mstep: Class 11 contains 15177 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 4325 members 
Mstep: Class 14 contains 14151 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 7893 members 
Mstep: Class 17 contains 8439 members 
Mstep: Class 18 contains 3164 members 
Mstep: Class 19 contains 97716 members 
Mstep: Class 20 contains 60153 members 
Mstep: Class 21 contains 9671 members 
Mstep: Class 22 contains 8228 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2347 members 
Mstep: Class 25 contains 90876 members 
Mstep: Class 26 contains 195904 members 
Mstep: Class 27 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940124.000000 Penalty: 59117.878906
Iteration 72Q: 28 clusters Score -3.594012e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1503 members 
Mstep: Class 3 contains 7958 members 
Mstep: Class 4 contains 8683 members 
Mstep: Class 5 contains 28650 members 
Mstep: Class 6 contains 79305 members 
Mstep: Class 7 contains 2674 members 
Mstep: Class 8 contains 32135 members 
Mstep: Class 9 contains 6636 members 
Mstep: Class 10 contains 4533 members 
Mstep: Class 11 contains 15169 members 
Mstep: Class 12 contains 5996 members 
Mstep: Class 13 contains 4336 members 
Mstep: Class 14 contains 14156 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 7894 members 
Mstep: Class 17 contains 8429 members 
Mstep: Class 18 contains 3161 members 
Mstep: Class 19 contains 97761 members 
Mstep: Class 20 contains 60151 members 
Mstep: Class 21 contains 9677 members 
Mstep: Class 22 contains 8234 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 90891 members 
Mstep: Class 26 contains 195819 members 
Mstep: Class 27 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940092.000000 Penalty: 59117.878906
Iteration 73Q: 28 clusters Score -3.594009e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1500 members 
Mstep: Class 3 contains 7957 members 
Mstep: Class 4 contains 8688 members 
Mstep: Class 5 contains 28645 members 
Mstep: Class 6 contains 79305 members 
Mstep: Class 7 contains 2679 members 
Mstep: Class 8 contains 32126 members 
Mstep: Class 9 contains 6635 members 
Mstep: Class 10 contains 4546 members 
Mstep: Class 11 contains 15162 members 
Mstep: Class 12 contains 6009 members 
Mstep: Class 13 contains 4344 members 
Mstep: Class 14 contains 14161 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 7895 members 
Mstep: Class 17 contains 8422 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 97796 members 
Mstep: Class 20 contains 60146 members 
Mstep: Class 21 contains 9680 members 
Mstep: Class 22 contains 8241 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2337 members 
Mstep: Class 25 contains 90900 members 
Mstep: Class 26 contains 195755 members 
Mstep: Class 27 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940132.000000 Penalty: 59117.878906
Iteration 74Q: 28 clusters Score -3.594013e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 7958 members 
Mstep: Class 4 contains 8691 members 
Mstep: Class 5 contains 28642 members 
Mstep: Class 6 contains 79307 members 
Mstep: Class 7 contains 2687 members 
Mstep: Class 8 contains 32125 members 
Mstep: Class 9 contains 6636 members 
Mstep: Class 10 contains 4554 members 
Mstep: Class 11 contains 15160 members 
Mstep: Class 12 contains 6023 members 
Mstep: Class 13 contains 4342 members 
Mstep: Class 14 contains 14151 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 7898 members 
Mstep: Class 17 contains 8419 members 
Mstep: Class 18 contains 3155 members 
Mstep: Class 19 contains 97829 members 
Mstep: Class 20 contains 60140 members 
Mstep: Class 21 contains 9682 members 
Mstep: Class 22 contains 8246 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2332 members 
Mstep: Class 25 contains 90903 members 
Mstep: Class 26 contains 195705 members 
Mstep: Class 27 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940128.000000 Penalty: 59117.878906
Iteration 75Q: 28 clusters Score -3.594013e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 7959 members 
Mstep: Class 4 contains 8696 members 
Mstep: Class 5 contains 28638 members 
Mstep: Class 6 contains 79314 members 
Mstep: Class 7 contains 2691 members 
Mstep: Class 8 contains 32116 members 
Mstep: Class 9 contains 6636 members 
Mstep: Class 10 contains 4563 members 
Mstep: Class 11 contains 15159 members 
Mstep: Class 12 contains 6036 members 
Mstep: Class 13 contains 4345 members 
Mstep: Class 14 contains 14156 members 
Mstep: Class 15 contains 8350 members 
Mstep: Class 16 contains 7901 members 
Mstep: Class 17 contains 8410 members 
Mstep: Class 18 contains 3155 members 
Mstep: Class 19 contains 97858 members 
Mstep: Class 20 contains 60136 members 
Mstep: Class 21 contains 9682 members 
Mstep: Class 22 contains 8251 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2327 members 
Mstep: Class 25 contains 90904 members 
Mstep: Class 26 contains 195640 members 
Mstep: Class 27 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940144.000000 Penalty: 59117.878906
Iteration 76Q: 28 clusters Score -3.594014e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1496 members 
Mstep: Class 3 contains 7959 members 
Mstep: Class 4 contains 8701 members 
Mstep: Class 5 contains 28633 members 
Mstep: Class 6 contains 79316 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 32110 members 
Mstep: Class 9 contains 6636 members 
Mstep: Class 10 contains 4571 members 
Mstep: Class 11 contains 15158 members 
Mstep: Class 12 contains 6046 members 
Mstep: Class 13 contains 4349 members 
Mstep: Class 14 contains 14154 members 
Mstep: Class 15 contains 8351 members 
Mstep: Class 16 contains 7905 members 
Mstep: Class 17 contains 8402 members 
Mstep: Class 18 contains 3159 members 
Mstep: Class 19 contains 97882 members 
Mstep: Class 20 contains 60136 members 
Mstep: Class 21 contains 9680 members 
Mstep: Class 22 contains 8256 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2321 members 
Mstep: Class 25 contains 90911 members 
Mstep: Class 26 contains 195584 members 
Mstep: Class 27 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940204.000000 Penalty: 59117.878906
Iteration 77Q: 28 clusters Score -3.59402e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7959 members 
Mstep: Class 4 contains 8703 members 
Mstep: Class 5 contains 28628 members 
Mstep: Class 6 contains 79332 members 
Mstep: Class 7 contains 2705 members 
Mstep: Class 8 contains 32101 members 
Mstep: Class 9 contains 6636 members 
Mstep: Class 10 contains 4582 members 
Mstep: Class 11 contains 15155 members 
Mstep: Class 12 contains 6051 members 
Mstep: Class 13 contains 4352 members 
Mstep: Class 14 contains 14145 members 
Mstep: Class 15 contains 8350 members 
Mstep: Class 16 contains 7910 members 
Mstep: Class 17 contains 8399 members 
Mstep: Class 18 contains 3167 members 
Mstep: Class 19 contains 97910 members 
Mstep: Class 20 contains 60133 members 
Mstep: Class 21 contains 9683 members 
Mstep: Class 22 contains 8259 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2316 members 
Mstep: Class 25 contains 90909 members 
Mstep: Class 26 contains 195524 members 
Mstep: Class 27 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940188.000000 Penalty: 59117.878906
Iteration 78Q: 28 clusters Score -3.594019e+07 nChanged 162
Entering ConstructFrom: 
Score: -35940188.000000 Penalty: 59117.878906
Entering ConstructFrom: 
Trying to split cluster 1 (2285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Entering Unmasked Estep 
Score: -103406.351562 Penalty: 1256.794678
	Iteration 0F: 2 clusters Score -103406.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -101165.085938 Penalty: 2513.589355
	Iteration 0F: 3 clusters Score -101165.1 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -101851.031250 Penalty: 2513.589355
	Iteration 1F: 3 clusters Score -101851 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -102249.820312 Penalty: 2513.589355
	Iteration 2F: 3 clusters Score -102249.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -102706.375000 Penalty: 2513.589355
	Iteration 3F: 3 clusters Score -102706.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -103193.289062 Penalty: 2513.589355
	Iteration 4F: 3 clusters Score -103193.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -103490.687500 Penalty: 2513.589355
	Iteration 5F: 3 clusters Score -103490.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -103629.531250 Penalty: 2513.589355
	Iteration 6Q: 3 clusters Score -103629.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -103679.406250 Penalty: 2513.589355
	Iteration 7Q: 3 clusters Score -103679.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -103701.500000 Penalty: 2513.589355
	Iteration 8Q: 3 clusters Score -103701.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -103711.062500 Penalty: 2513.589355
	Iteration 9Q: 3 clusters Score -103711.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -103713.453125 Penalty: 2513.589355
	Iteration 10Q: 3 clusters Score -103713.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -103714.953125 Penalty: 2513.589355
	Iteration 11Q: 3 clusters Score -103715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -103715.578125 Penalty: 2513.589355
	Iteration 12Q: 3 clusters Score -103715.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -103715.812500 Penalty: 2513.589355
	Iteration 13Q: 3 clusters Score -103715.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -103716.523438 Penalty: 2513.589355
	Iteration 14Q: 3 clusters Score -103716.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -103716.601562 Penalty: 2513.589355
	Iteration 15Q: 3 clusters Score -103716.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -103716.601562 Penalty: 2513.589355
	Iteration 16F: 3 clusters Score -103716.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7959 members 
Mstep: Class 4 contains 8704 members 
Mstep: Class 5 contains 28625 members 
Mstep: Class 6 contains 79331 members 
Mstep: Class 7 contains 2707 members 
Mstep: Class 8 contains 32084 members 
Mstep: Class 9 contains 6636 members 
Mstep: Class 10 contains 4603 members 
Mstep: Class 11 contains 15154 members 
Mstep: Class 12 contains 6058 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 14149 members 
Mstep: Class 15 contains 8349 members 
Mstep: Class 16 contains 7912 members 
Mstep: Class 17 contains 8395 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 19 contains 97925 members 
Mstep: Class 20 contains 60131 members 
Mstep: Class 21 contains 9685 members 
Mstep: Class 22 contains 8261 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2314 members 
Mstep: Class 25 contains 90916 members 
Mstep: Class 26 contains 195479 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 1272 members 
Entering Unmasked Estep 
Score: -35939664.000000 Penalty: 61307.429688
Splitting cluster 1 changes total score from -35940188.000000 to -35939664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Entering Unmasked Estep 
Score: -64334.882812 Penalty: 1188.181519
	Iteration 0F: 2 clusters Score -64334.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -62589.960938 Penalty: 2376.363037
	Iteration 0F: 3 clusters Score -62589.96 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -63049.035156 Penalty: 2376.363037
	Iteration 1F: 3 clusters Score -63049.04 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -63292.988281 Penalty: 2376.363037
	Iteration 2F: 3 clusters Score -63292.99 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -63528.746094 Penalty: 2376.363037
	Iteration 3F: 3 clusters Score -63528.75 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -63764.304688 Penalty: 2376.363037
	Iteration 4F: 3 clusters Score -63764.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -64070.253906 Penalty: 2376.363037
	Iteration 5F: 3 clusters Score -64070.25 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -64348.019531 Penalty: 2376.363037
	Iteration 6F: 3 clusters Score -64348.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -64485.460938 Penalty: 2376.363037
	Iteration 7Q: 3 clusters Score -64485.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -64524.429688 Penalty: 2376.363037
	Iteration 8Q: 3 clusters Score -64524.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -64546.585938 Penalty: 2376.363037
	Iteration 9Q: 3 clusters Score -64546.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -64564.695312 Penalty: 2376.363037
	Iteration 10Q: 3 clusters Score -64564.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -64574.328125 Penalty: 2376.363037
	Iteration 11Q: 3 clusters Score -64574.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -64582.339844 Penalty: 2376.363037
	Iteration 12Q: 3 clusters Score -64582.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -64586.406250 Penalty: 2376.363037
	Iteration 13Q: 3 clusters Score -64586.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -64586.406250 Penalty: 2376.363037
	Iteration 14F: 3 clusters Score -64586.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 526 members 
Mstep: Class 3 contains 7959 members 
Mstep: Class 4 contains 8704 members 
Mstep: Class 5 contains 28625 members 
Mstep: Class 6 contains 79331 members 
Mstep: Class 7 contains 2707 members 
Mstep: Class 8 contains 32084 members 
Mstep: Class 9 contains 6636 members 
Mstep: Class 10 contains 4603 members 
Mstep: Class 11 contains 15154 members 
Mstep: Class 12 contains 6058 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 14149 members 
Mstep: Class 15 contains 8349 members 
Mstep: Class 16 contains 7912 members 
Mstep: Class 17 contains 8395 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 19 contains 97925 members 
Mstep: Class 20 contains 60131 members 
Mstep: Class 21 contains 9685 members 
Mstep: Class 22 contains 8261 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2314 members 
Mstep: Class 25 contains 90916 members 
Mstep: Class 26 contains 195479 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 972 members 
Entering Unmasked Estep 
Score: -35939500.000000 Penalty: 61307.429688
Splitting cluster 2 changes total score from -35940188.000000 to -35939500.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (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: -408004.281250 Penalty: 1459.584473
	Iteration 0F: 2 clusters Score -408004.3 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 3948 members 
Entering Unmasked Estep 
Score: -402133.937500 Penalty: 2919.168945
	Iteration 0F: 3 clusters Score -402133.9 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -404128.687500 Penalty: 2919.168945
	Iteration 1F: 3 clusters Score -404128.7 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -404635.156250 Penalty: 2919.168945
	Iteration 2F: 3 clusters Score -404635.2 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -405212.531250 Penalty: 2919.168945
	Iteration 3F: 3 clusters Score -405212.5 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -405734.812500 Penalty: 2919.168945
	Iteration 4F: 3 clusters Score -405734.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -406168.343750 Penalty: 2919.168945
	Iteration 5F: 3 clusters Score -406168.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -406448.718750 Penalty: 2919.168945
	Iteration 6F: 3 clusters Score -406448.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -406628.562500 Penalty: 2919.168945
	Iteration 7Q: 3 clusters Score -406628.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -406747.343750 Penalty: 2919.168945
	Iteration 8Q: 3 clusters Score -406747.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -406817.562500 Penalty: 2919.168945
	Iteration 9Q: 3 clusters Score -406817.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -406867.312500 Penalty: 2919.168945
	Iteration 10Q: 3 clusters Score -406867.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -406915.031250 Penalty: 2919.168945
	Iteration 11Q: 3 clusters Score -406915 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -406951.281250 Penalty: 2919.168945
	Iteration 12Q: 3 clusters Score -406951.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -406985.343750 Penalty: 2919.168945
	Iteration 13Q: 3 clusters Score -406985.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -407016.375000 Penalty: 2919.168945
	Iteration 14Q: 3 clusters Score -407016.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -407036.187500 Penalty: 2919.168945
	Iteration 15Q: 3 clusters Score -407036.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -407051.750000 Penalty: 2919.168945
	Iteration 16Q: 3 clusters Score -407051.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -407068.000000 Penalty: 2919.168945
	Iteration 17Q: 3 clusters Score -407068 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -407084.312500 Penalty: 2919.168945
	Iteration 18Q: 3 clusters Score -407084.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -407095.968750 Penalty: 2919.168945
	Iteration 19Q: 3 clusters Score -407096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -407103.468750 Penalty: 2919.168945
	Iteration 20F: 3 clusters Score -407103.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -407111.125000 Penalty: 2919.168945
	Iteration 21Q: 3 clusters Score -407111.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -407119.156250 Penalty: 2919.168945
	Iteration 22Q: 3 clusters Score -407119.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -407123.750000 Penalty: 2919.168945
	Iteration 23Q: 3 clusters Score -407123.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -407127.906250 Penalty: 2919.168945
	Iteration 24Q: 3 clusters Score -407127.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -407130.750000 Penalty: 2919.168945
	Iteration 25Q: 3 clusters Score -407130.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -407133.156250 Penalty: 2919.168945
	Iteration 26Q: 3 clusters Score -407133.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -407136.406250 Penalty: 2919.168945
	Iteration 27Q: 3 clusters Score -407136.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -407141.531250 Penalty: 2919.168945
	Iteration 28Q: 3 clusters Score -407141.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -407145.593750 Penalty: 2919.168945
	Iteration 29Q: 3 clusters Score -407145.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -407149.968750 Penalty: 2919.168945
	Iteration 30Q: 3 clusters Score -407150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -407152.062500 Penalty: 2919.168945
	Iteration 31Q: 3 clusters Score -407152.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -407155.468750 Penalty: 2919.168945
	Iteration 32Q: 3 clusters Score -407155.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -407156.500000 Penalty: 2919.168945
	Iteration 33Q: 3 clusters Score -407156.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -407157.343750 Penalty: 2919.168945
	Iteration 34Q: 3 clusters Score -407157.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -407159.000000 Penalty: 2919.168945
	Iteration 35Q: 3 clusters Score -407159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -407161.937500 Penalty: 2919.168945
	Iteration 36Q: 3 clusters Score -407161.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -407162.531250 Penalty: 2919.168945
	Iteration 37Q: 3 clusters Score -407162.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -407163.687500 Penalty: 2919.168945
	Iteration 38Q: 3 clusters Score -407163.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -407164.281250 Penalty: 2919.168945
	Iteration 39Q: 3 clusters Score -407164.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -407166.875000 Penalty: 2919.168945
	Iteration 40F: 3 clusters Score -407166.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -407168.031250 Penalty: 2919.168945
	Iteration 41Q: 3 clusters Score -407168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -407169.062500 Penalty: 2919.168945
	Iteration 42Q: 3 clusters Score -407169.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -407169.125000 Penalty: 2919.168945
	Iteration 43Q: 3 clusters Score -407169.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -407169.343750 Penalty: 2919.168945
	Iteration 44Q: 3 clusters Score -407169.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -407169.937500 Penalty: 2919.168945
	Iteration 45Q: 3 clusters Score -407169.9 nChanged 2
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: -407170.875000 Penalty: 2919.168945
	Iteration 46Q: 3 clusters Score -407170.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -407171.750000 Penalty: 2919.168945
	Iteration 47Q: 3 clusters Score -407171.8 nChanged 2
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: -407172.187500 Penalty: 2919.168945
	Iteration 48Q: 3 clusters Score -407172.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -407172.437500 Penalty: 2919.168945
	Iteration 49Q: 3 clusters Score -407172.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -407172.406250 Penalty: 2919.168945
	Iteration 50Q: 3 clusters Score -407172.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -407173.156250 Penalty: 2919.168945
	Iteration 51Q: 3 clusters Score -407173.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -407172.562500 Penalty: 2919.168945
	Iteration 52Q: 3 clusters Score -407172.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -407172.562500 Penalty: 2919.168945
	Iteration 53F: 3 clusters Score -407172.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Entering Unmasked Estep 
Score: -452657.687500 Penalty: 1474.124878
	Iteration 0F: 2 clusters Score -452657.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -446344.125000 Penalty: 2948.249756
	Iteration 0F: 3 clusters Score -446344.1 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -448358.250000 Penalty: 2948.249756
	Iteration 1F: 3 clusters Score -448358.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -448674.187500 Penalty: 2948.249756
	Iteration 2F: 3 clusters Score -448674.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -449059.875000 Penalty: 2948.249756
	Iteration 3F: 3 clusters Score -449059.9 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -449545.218750 Penalty: 2948.249756
	Iteration 4F: 3 clusters Score -449545.2 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -450042.468750 Penalty: 2948.249756
	Iteration 5F: 3 clusters Score -450042.5 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -450561.875000 Penalty: 2948.249756
	Iteration 6F: 3 clusters Score -450561.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -451279.906250 Penalty: 2948.249756
	Iteration 7F: 3 clusters Score -451279.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -452244.062500 Penalty: 2948.249756
	Iteration 8F: 3 clusters Score -452244.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -452962.437500 Penalty: 2948.249756
	Iteration 9F: 3 clusters Score -452962.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -453247.687500 Penalty: 2948.249756
	Iteration 10Q: 3 clusters Score -453247.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -453337.125000 Penalty: 2948.249756
	Iteration 11Q: 3 clusters Score -453337.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -453357.437500 Penalty: 2948.249756
	Iteration 12Q: 3 clusters Score -453357.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -453364.375000 Penalty: 2948.249756
	Iteration 13Q: 3 clusters Score -453364.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -453368.625000 Penalty: 2948.249756
	Iteration 14Q: 3 clusters Score -453368.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -453370.125000 Penalty: 2948.249756
	Iteration 15Q: 3 clusters Score -453370.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -453371.562500 Penalty: 2948.249756
	Iteration 16Q: 3 clusters Score -453371.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -453371.906250 Penalty: 2948.249756
	Iteration 17Q: 3 clusters Score -453371.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -453372.812500 Penalty: 2948.249756
	Iteration 18Q: 3 clusters Score -453372.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -453372.906250 Penalty: 2948.249756
	Iteration 19Q: 3 clusters Score -453372.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -453372.718750 Penalty: 2948.249756
	Iteration 20F: 3 clusters Score -453372.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -453372.812500 Penalty: 2948.249756
	Iteration 21Q: 3 clusters Score -453372.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -453372.812500 Penalty: 2948.249756
	Iteration 22F: 3 clusters Score -453372.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7959 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 28625 members 
Mstep: Class 6 contains 79331 members 
Mstep: Class 7 contains 2707 members 
Mstep: Class 8 contains 32084 members 
Mstep: Class 9 contains 6636 members 
Mstep: Class 10 contains 4603 members 
Mstep: Class 11 contains 15154 members 
Mstep: Class 12 contains 6058 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 14149 members 
Mstep: Class 15 contains 8349 members 
Mstep: Class 16 contains 7912 members 
Mstep: Class 17 contains 8395 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 19 contains 97925 members 
Mstep: Class 20 contains 60131 members 
Mstep: Class 21 contains 9685 members 
Mstep: Class 22 contains 8261 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2314 members 
Mstep: Class 25 contains 90916 members 
Mstep: Class 26 contains 195479 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 3182 members 
Entering Unmasked Estep 
Score: -35940220.000000 Penalty: 61307.429688
Splitting cluster 4 changes total score from -35940188.000000 to -35940220.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 5 (28625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Entering Unmasked Estep 
Score: -1493308.500000 Penalty: 1667.580688
	Iteration 0F: 2 clusters Score -1493308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1474089.625000 Penalty: 3335.161377
	Iteration 0F: 3 clusters Score -1474090 nChanged 13139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1481196.375000 Penalty: 3335.161377
	Iteration 1F: 3 clusters Score -1481196 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1481749.250000 Penalty: 3335.161377
	Iteration 2Q: 3 clusters Score -1481749 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -1482558.875000 Penalty: 3335.161377
	Iteration 3F: 3 clusters Score -1482559 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -1483922.875000 Penalty: 3335.161377
	Iteration 4F: 3 clusters Score -1483923 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -1485997.875000 Penalty: 3335.161377
	Iteration 5F: 3 clusters Score -1485998 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -1488129.625000 Penalty: 3335.161377
	Iteration 6F: 3 clusters Score -1488130 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -1489674.000000 Penalty: 3335.161377
	Iteration 7F: 3 clusters Score -1489674 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -1490537.250000 Penalty: 3335.161377
	Iteration 8F: 3 clusters Score -1490537 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -1490980.875000 Penalty: 3335.161377
	Iteration 9Q: 3 clusters Score -1490981 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -1491248.250000 Penalty: 3335.161377
	Iteration 10Q: 3 clusters Score -1491248 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -1491432.375000 Penalty: 3335.161377
	Iteration 11Q: 3 clusters Score -1491432 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -1491571.750000 Penalty: 3335.161377
	Iteration 12Q: 3 clusters Score -1491572 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -1491699.250000 Penalty: 3335.161377
	Iteration 13Q: 3 clusters Score -1491699 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -1491818.250000 Penalty: 3335.161377
	Iteration 14Q: 3 clusters Score -1491818 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -1491881.000000 Penalty: 3335.161377
	Iteration 15Q: 3 clusters Score -1491881 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -1491952.750000 Penalty: 3335.161377
	Iteration 16Q: 3 clusters Score -1491953 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -1492013.250000 Penalty: 3335.161377
	Iteration 17Q: 3 clusters Score -1492013 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -1492055.500000 Penalty: 3335.161377
	Iteration 18Q: 3 clusters Score -1492056 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -1492085.750000 Penalty: 3335.161377
	Iteration 19Q: 3 clusters Score -1492086 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -1492112.375000 Penalty: 3335.161377
	Iteration 20F: 3 clusters Score -1492112 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -1492131.125000 Penalty: 3335.161377
	Iteration 21Q: 3 clusters Score -1492131 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -1492138.500000 Penalty: 3335.161377
	Iteration 22Q: 3 clusters Score -1492138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -1492153.250000 Penalty: 3335.161377
	Iteration 23Q: 3 clusters Score -1492153 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -1492161.125000 Penalty: 3335.161377
	Iteration 24Q: 3 clusters Score -1492161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -1492161.875000 Penalty: 3335.161377
	Iteration 25Q: 3 clusters Score -1492162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -1492165.625000 Penalty: 3335.161377
	Iteration 26Q: 3 clusters Score -1492166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -1492175.000000 Penalty: 3335.161377
	Iteration 27Q: 3 clusters Score -1492175 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -1492181.625000 Penalty: 3335.161377
	Iteration 28Q: 3 clusters Score -1492182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -1492186.500000 Penalty: 3335.161377
	Iteration 29Q: 3 clusters Score -1492186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -1492195.000000 Penalty: 3335.161377
	Iteration 30Q: 3 clusters Score -1492195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -1492201.875000 Penalty: 3335.161377
	Iteration 31Q: 3 clusters Score -1492202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -1492202.625000 Penalty: 3335.161377
	Iteration 32Q: 3 clusters Score -1492203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -1492204.125000 Penalty: 3335.161377
	Iteration 33Q: 3 clusters Score -1492204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -1492203.375000 Penalty: 3335.161377
	Iteration 34Q: 3 clusters Score -1492203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -1492207.125000 Penalty: 3335.161377
	Iteration 35Q: 3 clusters Score -1492207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -1492210.000000 Penalty: 3335.161377
	Iteration 36Q: 3 clusters Score -1492210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -1492211.250000 Penalty: 3335.161377
	Iteration 37Q: 3 clusters Score -1492211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -1492214.750000 Penalty: 3335.161377
	Iteration 38Q: 3 clusters Score -1492215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -1492213.250000 Penalty: 3335.161377
	Iteration 39Q: 3 clusters Score -1492213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -1492216.375000 Penalty: 3335.161377
	Iteration 40F: 3 clusters Score -1492216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -1492219.500000 Penalty: 3335.161377
	Iteration 41Q: 3 clusters Score -1492220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -1492218.500000 Penalty: 3335.161377
	Iteration 42Q: 3 clusters Score -1492218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -1492218.625000 Penalty: 3335.161377
	Iteration 43Q: 3 clusters Score -1492219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -1492220.875000 Penalty: 3335.161377
	Iteration 44Q: 3 clusters Score -1492221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -1492219.875000 Penalty: 3335.161377
	Iteration 45Q: 3 clusters Score -1492220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -1492224.625000 Penalty: 3335.161377
	Iteration 46Q: 3 clusters Score -1492225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -1492222.250000 Penalty: 3335.161377
	Iteration 47Q: 3 clusters Score -1492222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -1492222.125000 Penalty: 3335.161377
	Iteration 48Q: 3 clusters Score -1492222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -1492222.125000 Penalty: 3335.161377
	Iteration 49F: 3 clusters Score -1492222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (79331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79331 members 
Entering Unmasked Estep 
Score: -4250357.000000 Penalty: 1833.224976
	Iteration 0F: 2 clusters Score -4250357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -4197320.000000 Penalty: 3666.449951
	Iteration 0F: 3 clusters Score -4197320 nChanged 37780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -4219378.500000 Penalty: 3666.449951
	Iteration 1F: 3 clusters Score -4219378 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -4220469.500000 Penalty: 3666.449951
	Iteration 2Q: 3 clusters Score -4220470 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -4222082.500000 Penalty: 3666.449951
	Iteration 3Q: 3 clusters Score -4222082 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -4224283.000000 Penalty: 3666.449951
	Iteration 4F: 3 clusters Score -4224283 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -4227070.000000 Penalty: 3666.449951
	Iteration 5F: 3 clusters Score -4227070 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -4230250.500000 Penalty: 3666.449951
	Iteration 6F: 3 clusters Score -4230250 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -4233621.500000 Penalty: 3666.449951
	Iteration 7F: 3 clusters Score -4233622 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63304 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -4237054.000000 Penalty: 3666.449951
	Iteration 8F: 3 clusters Score -4237054 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67392 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -4240285.500000 Penalty: 3666.449951
	Iteration 9F: 3 clusters Score -4240286 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70890 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -4243142.500000 Penalty: 3666.449951
	Iteration 10Q: 3 clusters Score -4243142 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73494 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -4245150.000000 Penalty: 3666.449951
	Iteration 11Q: 3 clusters Score -4245150 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75345 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -4246493.000000 Penalty: 3666.449951
	Iteration 12Q: 3 clusters Score -4246493 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76608 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -4247428.000000 Penalty: 3666.449951
	Iteration 13Q: 3 clusters Score -4247428 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77436 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4247976.500000 Penalty: 3666.449951
	Iteration 14Q: 3 clusters Score -4247976 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77910 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4248245.000000 Penalty: 3666.449951
	Iteration 15Q: 3 clusters Score -4248245 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78223 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4248474.500000 Penalty: 3666.449951
	Iteration 16Q: 3 clusters Score -4248474 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78426 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4248619.000000 Penalty: 3666.449951
	Iteration 17Q: 3 clusters Score -4248619 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78541 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4248695.500000 Penalty: 3666.449951
	Iteration 18Q: 3 clusters Score -4248696 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78609 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4248740.000000 Penalty: 3666.449951
	Iteration 19Q: 3 clusters Score -4248740 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78666 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4248763.500000 Penalty: 3666.449951
	Iteration 20F: 3 clusters Score -4248764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78704 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4248797.500000 Penalty: 3666.449951
	Iteration 21Q: 3 clusters Score -4248798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78735 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4248807.500000 Penalty: 3666.449951
	Iteration 22Q: 3 clusters Score -4248808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78757 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4248820.500000 Penalty: 3666.449951
	Iteration 23Q: 3 clusters Score -4248820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78773 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4248835.500000 Penalty: 3666.449951
	Iteration 24Q: 3 clusters Score -4248836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78788 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4248836.500000 Penalty: 3666.449951
	Iteration 25Q: 3 clusters Score -4248836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78797 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4248834.500000 Penalty: 3666.449951
	Iteration 26Q: 3 clusters Score -4248834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78803 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4248838.000000 Penalty: 3666.449951
	Iteration 27Q: 3 clusters Score -4248838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78805 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4248838.500000 Penalty: 3666.449951
	Iteration 28Q: 3 clusters Score -4248838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78808 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4248842.500000 Penalty: 3666.449951
	Iteration 29Q: 3 clusters Score -4248842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78812 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4248845.500000 Penalty: 3666.449951
	Iteration 30Q: 3 clusters Score -4248846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78813 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4248848.000000 Penalty: 3666.449951
	Iteration 31Q: 3 clusters Score -4248848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78817 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4248855.000000 Penalty: 3666.449951
	Iteration 32Q: 3 clusters Score -4248855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78819 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4248854.000000 Penalty: 3666.449951
	Iteration 33Q: 3 clusters Score -4248854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78819 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4248854.000000 Penalty: 3666.449951
	Iteration 34F: 3 clusters Score -4248854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Entering Unmasked Estep 
Score: -101287.476562 Penalty: 1284.334473
	Iteration 0F: 2 clusters Score -101287.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -98752.265625 Penalty: 2568.668945
	Iteration 0F: 3 clusters Score -98752.27 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -99423.351562 Penalty: 2568.668945
	Iteration 1F: 3 clusters Score -99423.35 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -99623.429688 Penalty: 2568.668945
	Iteration 2F: 3 clusters Score -99623.43 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -99817.531250 Penalty: 2568.668945
	Iteration 3F: 3 clusters Score -99817.53 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -100026.515625 Penalty: 2568.668945
	Iteration 4F: 3 clusters Score -100026.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -100236.406250 Penalty: 2568.668945
	Iteration 5F: 3 clusters Score -100236.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -100422.671875 Penalty: 2568.668945
	Iteration 6F: 3 clusters Score -100422.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -100550.875000 Penalty: 2568.668945
	Iteration 7Q: 3 clusters Score -100550.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -100629.781250 Penalty: 2568.668945
	Iteration 8Q: 3 clusters Score -100629.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -100669.765625 Penalty: 2568.668945
	Iteration 9Q: 3 clusters Score -100669.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -100685.734375 Penalty: 2568.668945
	Iteration 10Q: 3 clusters Score -100685.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -100694.625000 Penalty: 2568.668945
	Iteration 11Q: 3 clusters Score -100694.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -100702.648438 Penalty: 2568.668945
	Iteration 12Q: 3 clusters Score -100702.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -100710.945312 Penalty: 2568.668945
	Iteration 13Q: 3 clusters Score -100710.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -100719.015625 Penalty: 2568.668945
	Iteration 14Q: 3 clusters Score -100719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -100723.250000 Penalty: 2568.668945
	Iteration 15Q: 3 clusters Score -100723.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -100724.296875 Penalty: 2568.668945
	Iteration 16Q: 3 clusters Score -100724.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -100726.539062 Penalty: 2568.668945
	Iteration 17Q: 3 clusters Score -100726.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -100728.023438 Penalty: 2568.668945
	Iteration 18Q: 3 clusters Score -100728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -100731.390625 Penalty: 2568.668945
	Iteration 19Q: 3 clusters Score -100731.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -100733.585938 Penalty: 2568.668945
	Iteration 20F: 3 clusters Score -100733.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -100735.992188 Penalty: 2568.668945
	Iteration 21Q: 3 clusters Score -100736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -100740.109375 Penalty: 2568.668945
	Iteration 22Q: 3 clusters Score -100740.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -100741.804688 Penalty: 2568.668945
	Iteration 23Q: 3 clusters Score -100741.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -100744.132812 Penalty: 2568.668945
	Iteration 24Q: 3 clusters Score -100744.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -100746.210938 Penalty: 2568.668945
	Iteration 25Q: 3 clusters Score -100746.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -100746.648438 Penalty: 2568.668945
	Iteration 26Q: 3 clusters Score -100746.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -100747.023438 Penalty: 2568.668945
	Iteration 27Q: 3 clusters Score -100747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -100747.398438 Penalty: 2568.668945
	Iteration 28Q: 3 clusters Score -100747.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -100748.453125 Penalty: 2568.668945
	Iteration 29Q: 3 clusters Score -100748.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -100748.781250 Penalty: 2568.668945
	Iteration 30Q: 3 clusters Score -100748.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -100748.781250 Penalty: 2568.668945
	Iteration 31F: 3 clusters Score -100748.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Entering Unmasked Estep 
Score: -1655763.125000 Penalty: 1686.118408
	Iteration 0F: 2 clusters Score -1655763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -1634176.625000 Penalty: 3372.236816
	Iteration 0F: 3 clusters Score -1634177 nChanged 14842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -1642570.875000 Penalty: 3372.236816
	Iteration 1F: 3 clusters Score -1642571 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -1643055.500000 Penalty: 3372.236816
	Iteration 2Q: 3 clusters Score -1643056 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -1643582.125000 Penalty: 3372.236816
	Iteration 3Q: 3 clusters Score -1643582 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -1644262.875000 Penalty: 3372.236816
	Iteration 4Q: 3 clusters Score -1644263 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -1645239.250000 Penalty: 3372.236816
	Iteration 5F: 3 clusters Score -1645239 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -1646630.375000 Penalty: 3372.236816
	Iteration 6F: 3 clusters Score -1646630 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -1648410.000000 Penalty: 3372.236816
	Iteration 7F: 3 clusters Score -1648410 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -1650305.250000 Penalty: 3372.236816
	Iteration 8F: 3 clusters Score -1650305 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -1651788.750000 Penalty: 3372.236816
	Iteration 9F: 3 clusters Score -1651789 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -1652820.875000 Penalty: 3372.236816
	Iteration 10Q: 3 clusters Score -1652821 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -1653414.875000 Penalty: 3372.236816
	Iteration 11Q: 3 clusters Score -1653415 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -1653770.125000 Penalty: 3372.236816
	Iteration 12Q: 3 clusters Score -1653770 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -1653968.875000 Penalty: 3372.236816
	Iteration 13Q: 3 clusters Score -1653969 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -1654092.000000 Penalty: 3372.236816
	Iteration 14Q: 3 clusters Score -1654092 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -1654154.875000 Penalty: 3372.236816
	Iteration 15Q: 3 clusters Score -1654155 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -1654196.000000 Penalty: 3372.236816
	Iteration 16Q: 3 clusters Score -1654196 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -1654228.000000 Penalty: 3372.236816
	Iteration 17Q: 3 clusters Score -1654228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -1654248.000000 Penalty: 3372.236816
	Iteration 18Q: 3 clusters Score -1654248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -1654265.250000 Penalty: 3372.236816
	Iteration 19Q: 3 clusters Score -1654265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -1654278.750000 Penalty: 3372.236816
	Iteration 20F: 3 clusters Score -1654279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -1654283.875000 Penalty: 3372.236816
	Iteration 21Q: 3 clusters Score -1654284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -1654294.750000 Penalty: 3372.236816
	Iteration 22Q: 3 clusters Score -1654295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -1654296.625000 Penalty: 3372.236816
	Iteration 23Q: 3 clusters Score -1654297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -1654304.625000 Penalty: 3372.236816
	Iteration 24Q: 3 clusters Score -1654305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -1654311.875000 Penalty: 3372.236816
	Iteration 25Q: 3 clusters Score -1654312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -1654318.375000 Penalty: 3372.236816
	Iteration 26Q: 3 clusters Score -1654318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -1654319.500000 Penalty: 3372.236816
	Iteration 27Q: 3 clusters Score -1654320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -1654322.125000 Penalty: 3372.236816
	Iteration 28Q: 3 clusters Score -1654322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -1654324.750000 Penalty: 3372.236816
	Iteration 29Q: 3 clusters Score -1654325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -1654322.625000 Penalty: 3372.236816
	Iteration 30Q: 3 clusters Score -1654323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -1654325.375000 Penalty: 3372.236816
	Iteration 31Q: 3 clusters Score -1654325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -1654324.875000 Penalty: 3372.236816
	Iteration 32Q: 3 clusters Score -1654325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -1654323.000000 Penalty: 3372.236816
	Iteration 33Q: 3 clusters Score -1654323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -1654324.250000 Penalty: 3372.236816
	Iteration 34Q: 3 clusters Score -1654324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -1654324.500000 Penalty: 3372.236816
	Iteration 35Q: 3 clusters Score -1654324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -1654328.750000 Penalty: 3372.236816
	Iteration 36Q: 3 clusters Score -1654329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -1654331.625000 Penalty: 3372.236816
	Iteration 37Q: 3 clusters Score -1654332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -1654334.250000 Penalty: 3372.236816
	Iteration 38Q: 3 clusters Score -1654334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -1654333.625000 Penalty: 3372.236816
	Iteration 39Q: 3 clusters Score -1654334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -1654335.000000 Penalty: 3372.236816
	Iteration 40F: 3 clusters Score -1654335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -1654337.000000 Penalty: 3372.236816
	Iteration 41Q: 3 clusters Score -1654337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -1654335.625000 Penalty: 3372.236816
	Iteration 42Q: 3 clusters Score -1654336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -1654335.625000 Penalty: 3372.236816
	Iteration 43F: 3 clusters Score -1654336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Entering Unmasked Estep 
Score: -347083.093750 Penalty: 1430.042969
	Iteration 0F: 2 clusters Score -347083.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -342124.250000 Penalty: 2860.085938
	Iteration 0F: 3 clusters Score -342124.2 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -343474.000000 Penalty: 2860.085938
	Iteration 1F: 3 clusters Score -343474 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -343643.812500 Penalty: 2860.085938
	Iteration 2F: 3 clusters Score -343643.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -343758.062500 Penalty: 2860.085938
	Iteration 3Q: 3 clusters Score -343758.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -343842.937500 Penalty: 2860.085938
	Iteration 4Q: 3 clusters Score -343842.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -343904.218750 Penalty: 2860.085938
	Iteration 5Q: 3 clusters Score -343904.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -343964.031250 Penalty: 2860.085938
	Iteration 6Q: 3 clusters Score -343964 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -344019.625000 Penalty: 2860.085938
	Iteration 7Q: 3 clusters Score -344019.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -344081.937500 Penalty: 2860.085938
	Iteration 8Q: 3 clusters Score -344081.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -344148.718750 Penalty: 2860.085938
	Iteration 9Q: 3 clusters Score -344148.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -344224.500000 Penalty: 2860.085938
	Iteration 10Q: 3 clusters Score -344224.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -344311.312500 Penalty: 2860.085938
	Iteration 11Q: 3 clusters Score -344311.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -344424.968750 Penalty: 2860.085938
	Iteration 12Q: 3 clusters Score -344425 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -344546.187500 Penalty: 2860.085938
	Iteration 13Q: 3 clusters Score -344546.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -344692.000000 Penalty: 2860.085938
	Iteration 14Q: 3 clusters Score -344692 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -344848.281250 Penalty: 2860.085938
	Iteration 15Q: 3 clusters Score -344848.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -345009.312500 Penalty: 2860.085938
	Iteration 16Q: 3 clusters Score -345009.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -345143.406250 Penalty: 2860.085938
	Iteration 17Q: 3 clusters Score -345143.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -345260.625000 Penalty: 2860.085938
	Iteration 18Q: 3 clusters Score -345260.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -345360.062500 Penalty: 2860.085938
	Iteration 19Q: 3 clusters Score -345360.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -345431.781250 Penalty: 2860.085938
	Iteration 20F: 3 clusters Score -345431.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -345502.968750 Penalty: 2860.085938
	Iteration 21Q: 3 clusters Score -345503 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -345561.937500 Penalty: 2860.085938
	Iteration 22Q: 3 clusters Score -345561.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -345624.031250 Penalty: 2860.085938
	Iteration 23Q: 3 clusters Score -345624 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -345675.437500 Penalty: 2860.085938
	Iteration 24Q: 3 clusters Score -345675.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -345710.750000 Penalty: 2860.085938
	Iteration 25Q: 3 clusters Score -345710.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -345738.593750 Penalty: 2860.085938
	Iteration 26Q: 3 clusters Score -345738.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -345760.156250 Penalty: 2860.085938
	Iteration 27Q: 3 clusters Score -345760.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -345776.750000 Penalty: 2860.085938
	Iteration 28Q: 3 clusters Score -345776.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -345788.125000 Penalty: 2860.085938
	Iteration 29Q: 3 clusters Score -345788.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -345798.406250 Penalty: 2860.085938
	Iteration 30Q: 3 clusters Score -345798.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -345810.562500 Penalty: 2860.085938
	Iteration 31Q: 3 clusters Score -345810.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -345824.343750 Penalty: 2860.085938
	Iteration 32Q: 3 clusters Score -345824.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -345832.687500 Penalty: 2860.085938
	Iteration 33Q: 3 clusters Score -345832.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -345839.906250 Penalty: 2860.085938
	Iteration 34Q: 3 clusters Score -345839.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -345849.500000 Penalty: 2860.085938
	Iteration 35Q: 3 clusters Score -345849.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -345858.750000 Penalty: 2860.085938
	Iteration 36Q: 3 clusters Score -345858.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -345866.812500 Penalty: 2860.085938
	Iteration 37Q: 3 clusters Score -345866.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -345871.656250 Penalty: 2860.085938
	Iteration 38Q: 3 clusters Score -345871.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -345874.375000 Penalty: 2860.085938
	Iteration 39Q: 3 clusters Score -345874.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -345876.687500 Penalty: 2860.085938
	Iteration 40F: 3 clusters Score -345876.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -345878.718750 Penalty: 2860.085938
	Iteration 41Q: 3 clusters Score -345878.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -345879.312500 Penalty: 2860.085938
	Iteration 42Q: 3 clusters Score -345879.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -345881.843750 Penalty: 2860.085938
	Iteration 43Q: 3 clusters Score -345881.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -345883.812500 Penalty: 2860.085938
	Iteration 44Q: 3 clusters Score -345883.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -345884.250000 Penalty: 2860.085938
	Iteration 45Q: 3 clusters Score -345884.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -345884.343750 Penalty: 2860.085938
	Iteration 46Q: 3 clusters Score -345884.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -345884.281250 Penalty: 2860.085938
	Iteration 47Q: 3 clusters Score -345884.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -345884.281250 Penalty: 2860.085938
	Iteration 48F: 3 clusters Score -345884.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Entering Unmasked Estep 
Score: -227689.546875 Penalty: 1370.600342
	Iteration 0F: 2 clusters Score -227689.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -223999.484375 Penalty: 2741.200684
	Iteration 0F: 3 clusters Score -223999.5 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -225118.500000 Penalty: 2741.200684
	Iteration 1F: 3 clusters Score -225118.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -225452.921875 Penalty: 2741.200684
	Iteration 2F: 3 clusters Score -225452.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -225732.437500 Penalty: 2741.200684
	Iteration 3F: 3 clusters Score -225732.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -226017.500000 Penalty: 2741.200684
	Iteration 4F: 3 clusters Score -226017.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -226253.656250 Penalty: 2741.200684
	Iteration 5F: 3 clusters Score -226253.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -226431.203125 Penalty: 2741.200684
	Iteration 6Q: 3 clusters Score -226431.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -226576.765625 Penalty: 2741.200684
	Iteration 7Q: 3 clusters Score -226576.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -226702.984375 Penalty: 2741.200684
	Iteration 8Q: 3 clusters Score -226703 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -226807.343750 Penalty: 2741.200684
	Iteration 9Q: 3 clusters Score -226807.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -226877.296875 Penalty: 2741.200684
	Iteration 10Q: 3 clusters Score -226877.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -226918.687500 Penalty: 2741.200684
	Iteration 11Q: 3 clusters Score -226918.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -226954.406250 Penalty: 2741.200684
	Iteration 12Q: 3 clusters Score -226954.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -226987.796875 Penalty: 2741.200684
	Iteration 13Q: 3 clusters Score -226987.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -227012.796875 Penalty: 2741.200684
	Iteration 14Q: 3 clusters Score -227012.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -227035.015625 Penalty: 2741.200684
	Iteration 15Q: 3 clusters Score -227035 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -227050.796875 Penalty: 2741.200684
	Iteration 16Q: 3 clusters Score -227050.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -227063.546875 Penalty: 2741.200684
	Iteration 17Q: 3 clusters Score -227063.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -227072.812500 Penalty: 2741.200684
	Iteration 18Q: 3 clusters Score -227072.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -227081.109375 Penalty: 2741.200684
	Iteration 19Q: 3 clusters Score -227081.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -227090.000000 Penalty: 2741.200684
	Iteration 20F: 3 clusters Score -227090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -227096.328125 Penalty: 2741.200684
	Iteration 21Q: 3 clusters Score -227096.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -227099.828125 Penalty: 2741.200684
	Iteration 22Q: 3 clusters Score -227099.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -227105.796875 Penalty: 2741.200684
	Iteration 23Q: 3 clusters Score -227105.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -227111.921875 Penalty: 2741.200684
	Iteration 24Q: 3 clusters Score -227111.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -227119.203125 Penalty: 2741.200684
	Iteration 25Q: 3 clusters Score -227119.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -227124.890625 Penalty: 2741.200684
	Iteration 26Q: 3 clusters Score -227124.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -227129.656250 Penalty: 2741.200684
	Iteration 27Q: 3 clusters Score -227129.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -227132.625000 Penalty: 2741.200684
	Iteration 28Q: 3 clusters Score -227132.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -227135.265625 Penalty: 2741.200684
	Iteration 29Q: 3 clusters Score -227135.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -227136.796875 Penalty: 2741.200684
	Iteration 30Q: 3 clusters Score -227136.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -227138.609375 Penalty: 2741.200684
	Iteration 31Q: 3 clusters Score -227138.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -227139.031250 Penalty: 2741.200684
	Iteration 32Q: 3 clusters Score -227139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -227139.656250 Penalty: 2741.200684
	Iteration 33Q: 3 clusters Score -227139.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -227140.187500 Penalty: 2741.200684
	Iteration 34Q: 3 clusters Score -227140.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -227140.187500 Penalty: 2741.200684
	Iteration 35F: 3 clusters Score -227140.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Entering Unmasked Estep 
Score: -822263.937500 Penalty: 1564.228149
	Iteration 0F: 2 clusters Score -822263.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -811785.500000 Penalty: 3128.456299
	Iteration 0F: 3 clusters Score -811785.5 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -815321.625000 Penalty: 3128.456299
	Iteration 1F: 3 clusters Score -815321.6 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -815598.062500 Penalty: 3128.456299
	Iteration 2F: 3 clusters Score -815598.1 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -815850.750000 Penalty: 3128.456299
	Iteration 3Q: 3 clusters Score -815850.8 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -816126.375000 Penalty: 3128.456299
	Iteration 4Q: 3 clusters Score -816126.4 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -816503.750000 Penalty: 3128.456299
	Iteration 5Q: 3 clusters Score -816503.8 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -817005.625000 Penalty: 3128.456299
	Iteration 6F: 3 clusters Score -817005.6 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -817677.125000 Penalty: 3128.456299
	Iteration 7F: 3 clusters Score -817677.1 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -818492.312500 Penalty: 3128.456299
	Iteration 8F: 3 clusters Score -818492.3 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -819273.375000 Penalty: 3128.456299
	Iteration 9F: 3 clusters Score -819273.4 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -819938.187500 Penalty: 3128.456299
	Iteration 10Q: 3 clusters Score -819938.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -820355.375000 Penalty: 3128.456299
	Iteration 11Q: 3 clusters Score -820355.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -820585.750000 Penalty: 3128.456299
	Iteration 12Q: 3 clusters Score -820585.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -820719.187500 Penalty: 3128.456299
	Iteration 13Q: 3 clusters Score -820719.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -820793.625000 Penalty: 3128.456299
	Iteration 14Q: 3 clusters Score -820793.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -820836.125000 Penalty: 3128.456299
	Iteration 15Q: 3 clusters Score -820836.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -820860.000000 Penalty: 3128.456299
	Iteration 16Q: 3 clusters Score -820860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -820878.687500 Penalty: 3128.456299
	Iteration 17Q: 3 clusters Score -820878.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -820892.250000 Penalty: 3128.456299
	Iteration 18Q: 3 clusters Score -820892.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -820896.625000 Penalty: 3128.456299
	Iteration 19Q: 3 clusters Score -820896.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -820896.625000 Penalty: 3128.456299
	Iteration 20F: 3 clusters Score -820896.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Entering Unmasked Estep 
Score: -300722.593750 Penalty: 1415.234497
	Iteration 0F: 2 clusters Score -300722.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -296177.250000 Penalty: 2830.468994
	Iteration 0F: 3 clusters Score -296177.2 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -297674.718750 Penalty: 2830.468994
	Iteration 1F: 3 clusters Score -297674.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -298043.218750 Penalty: 2830.468994
	Iteration 2F: 3 clusters Score -298043.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -298462.843750 Penalty: 2830.468994
	Iteration 3F: 3 clusters Score -298462.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -298943.906250 Penalty: 2830.468994
	Iteration 4F: 3 clusters Score -298943.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -299406.656250 Penalty: 2830.468994
	Iteration 5F: 3 clusters Score -299406.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -299762.218750 Penalty: 2830.468994
	Iteration 6F: 3 clusters Score -299762.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -299981.468750 Penalty: 2830.468994
	Iteration 7Q: 3 clusters Score -299981.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -300098.500000 Penalty: 2830.468994
	Iteration 8Q: 3 clusters Score -300098.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -300172.406250 Penalty: 2830.468994
	Iteration 9Q: 3 clusters Score -300172.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -300240.562500 Penalty: 2830.468994
	Iteration 10Q: 3 clusters Score -300240.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -300295.000000 Penalty: 2830.468994
	Iteration 11Q: 3 clusters Score -300295 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -300331.437500 Penalty: 2830.468994
	Iteration 12Q: 3 clusters Score -300331.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -300366.531250 Penalty: 2830.468994
	Iteration 13Q: 3 clusters Score -300366.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -300404.093750 Penalty: 2830.468994
	Iteration 14Q: 3 clusters Score -300404.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -300449.625000 Penalty: 2830.468994
	Iteration 15Q: 3 clusters Score -300449.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -300495.406250 Penalty: 2830.468994
	Iteration 16Q: 3 clusters Score -300495.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -300525.187500 Penalty: 2830.468994
	Iteration 17Q: 3 clusters Score -300525.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -300553.000000 Penalty: 2830.468994
	Iteration 18Q: 3 clusters Score -300553 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -300584.187500 Penalty: 2830.468994
	Iteration 19Q: 3 clusters Score -300584.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -300621.062500 Penalty: 2830.468994
	Iteration 20F: 3 clusters Score -300621.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -300644.281250 Penalty: 2830.468994
	Iteration 21Q: 3 clusters Score -300644.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -300657.781250 Penalty: 2830.468994
	Iteration 22Q: 3 clusters Score -300657.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -300666.312500 Penalty: 2830.468994
	Iteration 23Q: 3 clusters Score -300666.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -300669.625000 Penalty: 2830.468994
	Iteration 24Q: 3 clusters Score -300669.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -300673.187500 Penalty: 2830.468994
	Iteration 25Q: 3 clusters Score -300673.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -300676.625000 Penalty: 2830.468994
	Iteration 26Q: 3 clusters Score -300676.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -300678.687500 Penalty: 2830.468994
	Iteration 27Q: 3 clusters Score -300678.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -300684.687500 Penalty: 2830.468994
	Iteration 28Q: 3 clusters Score -300684.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -300688.875000 Penalty: 2830.468994
	Iteration 29Q: 3 clusters Score -300688.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -300691.781250 Penalty: 2830.468994
	Iteration 30Q: 3 clusters Score -300691.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -300693.312500 Penalty: 2830.468994
	Iteration 31Q: 3 clusters Score -300693.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -300698.375000 Penalty: 2830.468994
	Iteration 32Q: 3 clusters Score -300698.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -300700.218750 Penalty: 2830.468994
	Iteration 33Q: 3 clusters Score -300700.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -300701.875000 Penalty: 2830.468994
	Iteration 34Q: 3 clusters Score -300701.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -300702.437500 Penalty: 2830.468994
	Iteration 35Q: 3 clusters Score -300702.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -300702.375000 Penalty: 2830.468994
	Iteration 36Q: 3 clusters Score -300702.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -300702.375000 Penalty: 2830.468994
	Iteration 37F: 3 clusters Score -300702.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Entering Unmasked Estep 
Score: -206719.906250 Penalty: 1361.413940
	Iteration 0F: 2 clusters Score -206719.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -203145.187500 Penalty: 2722.827881
	Iteration 0F: 3 clusters Score -203145.2 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -204151.546875 Penalty: 2722.827881
	Iteration 1F: 3 clusters Score -204151.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -204466.750000 Penalty: 2722.827881
	Iteration 2F: 3 clusters Score -204466.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -204754.359375 Penalty: 2722.827881
	Iteration 3F: 3 clusters Score -204754.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -204981.484375 Penalty: 2722.827881
	Iteration 4F: 3 clusters Score -204981.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -205162.921875 Penalty: 2722.827881
	Iteration 5F: 3 clusters Score -205162.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -205293.484375 Penalty: 2722.827881
	Iteration 6Q: 3 clusters Score -205293.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -205391.093750 Penalty: 2722.827881
	Iteration 7Q: 3 clusters Score -205391.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -205483.312500 Penalty: 2722.827881
	Iteration 8Q: 3 clusters Score -205483.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -205547.562500 Penalty: 2722.827881
	Iteration 9Q: 3 clusters Score -205547.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -205601.796875 Penalty: 2722.827881
	Iteration 10Q: 3 clusters Score -205601.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -205647.328125 Penalty: 2722.827881
	Iteration 11Q: 3 clusters Score -205647.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -205682.921875 Penalty: 2722.827881
	Iteration 12Q: 3 clusters Score -205682.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -205708.593750 Penalty: 2722.827881
	Iteration 13Q: 3 clusters Score -205708.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -205731.078125 Penalty: 2722.827881
	Iteration 14Q: 3 clusters Score -205731.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -205751.046875 Penalty: 2722.827881
	Iteration 15Q: 3 clusters Score -205751 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -205765.468750 Penalty: 2722.827881
	Iteration 16Q: 3 clusters Score -205765.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -205779.093750 Penalty: 2722.827881
	Iteration 17Q: 3 clusters Score -205779.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -205784.843750 Penalty: 2722.827881
	Iteration 18Q: 3 clusters Score -205784.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -205794.000000 Penalty: 2722.827881
	Iteration 19Q: 3 clusters Score -205794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -205802.843750 Penalty: 2722.827881
	Iteration 20F: 3 clusters Score -205802.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -205808.968750 Penalty: 2722.827881
	Iteration 21Q: 3 clusters Score -205809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -205817.390625 Penalty: 2722.827881
	Iteration 22Q: 3 clusters Score -205817.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -205823.250000 Penalty: 2722.827881
	Iteration 23Q: 3 clusters Score -205823.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -205829.828125 Penalty: 2722.827881
	Iteration 24Q: 3 clusters Score -205829.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -205835.640625 Penalty: 2722.827881
	Iteration 25Q: 3 clusters Score -205835.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -205839.968750 Penalty: 2722.827881
	Iteration 26Q: 3 clusters Score -205840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -205845.578125 Penalty: 2722.827881
	Iteration 27Q: 3 clusters Score -205845.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -205850.406250 Penalty: 2722.827881
	Iteration 28Q: 3 clusters Score -205850.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -205857.296875 Penalty: 2722.827881
	Iteration 29Q: 3 clusters Score -205857.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -205861.843750 Penalty: 2722.827881
	Iteration 30Q: 3 clusters Score -205861.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -205866.781250 Penalty: 2722.827881
	Iteration 31Q: 3 clusters Score -205866.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -205869.953125 Penalty: 2722.827881
	Iteration 32Q: 3 clusters Score -205870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -205872.125000 Penalty: 2722.827881
	Iteration 33Q: 3 clusters Score -205872.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -205872.703125 Penalty: 2722.827881
	Iteration 34Q: 3 clusters Score -205872.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -205876.187500 Penalty: 2722.827881
	Iteration 35Q: 3 clusters Score -205876.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -205880.656250 Penalty: 2722.827881
	Iteration 36Q: 3 clusters Score -205880.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -205884.031250 Penalty: 2722.827881
	Iteration 37Q: 3 clusters Score -205884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -205887.343750 Penalty: 2722.827881
	Iteration 38Q: 3 clusters Score -205887.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -205890.718750 Penalty: 2722.827881
	Iteration 39Q: 3 clusters Score -205890.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -205893.343750 Penalty: 2722.827881
	Iteration 40F: 3 clusters Score -205893.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -205896.125000 Penalty: 2722.827881
	Iteration 41Q: 3 clusters Score -205896.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -205900.093750 Penalty: 2722.827881
	Iteration 42Q: 3 clusters Score -205900.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -205903.906250 Penalty: 2722.827881
	Iteration 43Q: 3 clusters Score -205903.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -205907.187500 Penalty: 2722.827881
	Iteration 44Q: 3 clusters Score -205907.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -205909.359375 Penalty: 2722.827881
	Iteration 45Q: 3 clusters Score -205909.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -205910.812500 Penalty: 2722.827881
	Iteration 46Q: 3 clusters Score -205910.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -205913.265625 Penalty: 2722.827881
	Iteration 47Q: 3 clusters Score -205913.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -205915.328125 Penalty: 2722.827881
	Iteration 48Q: 3 clusters Score -205915.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -205918.734375 Penalty: 2722.827881
	Iteration 49Q: 3 clusters Score -205918.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -205923.937500 Penalty: 2722.827881
	Iteration 50Q: 3 clusters Score -205923.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -205932.312500 Penalty: 2722.827881
	Iteration 51Q: 3 clusters Score -205932.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -205936.921875 Penalty: 2722.827881
	Iteration 52Q: 3 clusters Score -205936.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -205943.812500 Penalty: 2722.827881
	Iteration 53Q: 3 clusters Score -205943.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -205947.656250 Penalty: 2722.827881
	Iteration 54Q: 3 clusters Score -205947.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -205952.328125 Penalty: 2722.827881
	Iteration 55Q: 3 clusters Score -205952.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -205957.031250 Penalty: 2722.827881
	Iteration 56Q: 3 clusters Score -205957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -205960.453125 Penalty: 2722.827881
	Iteration 57Q: 3 clusters Score -205960.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -205964.140625 Penalty: 2722.827881
	Iteration 58Q: 3 clusters Score -205964.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -205970.875000 Penalty: 2722.827881
	Iteration 59Q: 3 clusters Score -205970.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -205978.640625 Penalty: 2722.827881
	Iteration 60F: 3 clusters Score -205978.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -205986.718750 Penalty: 2722.827881
	Iteration 61Q: 3 clusters Score -205986.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -205997.375000 Penalty: 2722.827881
	Iteration 62Q: 3 clusters Score -205997.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -206007.812500 Penalty: 2722.827881
	Iteration 63Q: 3 clusters Score -206007.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -206020.312500 Penalty: 2722.827881
	Iteration 64Q: 3 clusters Score -206020.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -206035.140625 Penalty: 2722.827881
	Iteration 65Q: 3 clusters Score -206035.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -206045.765625 Penalty: 2722.827881
	Iteration 66Q: 3 clusters Score -206045.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -206054.953125 Penalty: 2722.827881
	Iteration 67Q: 3 clusters Score -206055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -206063.000000 Penalty: 2722.827881
	Iteration 68Q: 3 clusters Score -206063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -206070.875000 Penalty: 2722.827881
	Iteration 69Q: 3 clusters Score -206070.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -206076.625000 Penalty: 2722.827881
	Iteration 70Q: 3 clusters Score -206076.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -206081.140625 Penalty: 2722.827881
	Iteration 71Q: 3 clusters Score -206081.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -206087.015625 Penalty: 2722.827881
	Iteration 72Q: 3 clusters Score -206087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -206094.375000 Penalty: 2722.827881
	Iteration 73Q: 3 clusters Score -206094.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -206101.953125 Penalty: 2722.827881
	Iteration 74Q: 3 clusters Score -206102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -206107.890625 Penalty: 2722.827881
	Iteration 75Q: 3 clusters Score -206107.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -206114.625000 Penalty: 2722.827881
	Iteration 76Q: 3 clusters Score -206114.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -206121.859375 Penalty: 2722.827881
	Iteration 77Q: 3 clusters Score -206121.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -206132.843750 Penalty: 2722.827881
	Iteration 78Q: 3 clusters Score -206132.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -206146.953125 Penalty: 2722.827881
	Iteration 79Q: 3 clusters Score -206147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -206160.656250 Penalty: 2722.827881
	Iteration 80F: 3 clusters Score -206160.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -206175.046875 Penalty: 2722.827881
	Iteration 81Q: 3 clusters Score -206175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -206192.359375 Penalty: 2722.827881
	Iteration 82Q: 3 clusters Score -206192.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -206207.656250 Penalty: 2722.827881
	Iteration 83Q: 3 clusters Score -206207.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -206217.671875 Penalty: 2722.827881
	Iteration 84Q: 3 clusters Score -206217.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -206225.812500 Penalty: 2722.827881
	Iteration 85Q: 3 clusters Score -206225.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -206234.484375 Penalty: 2722.827881
	Iteration 86Q: 3 clusters Score -206234.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -206246.765625 Penalty: 2722.827881
	Iteration 87Q: 3 clusters Score -206246.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -206259.265625 Penalty: 2722.827881
	Iteration 88Q: 3 clusters Score -206259.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -206276.656250 Penalty: 2722.827881
	Iteration 89Q: 3 clusters Score -206276.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -206298.156250 Penalty: 2722.827881
	Iteration 90Q: 3 clusters Score -206298.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -206316.734375 Penalty: 2722.827881
	Iteration 91Q: 3 clusters Score -206316.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -206331.890625 Penalty: 2722.827881
	Iteration 92Q: 3 clusters Score -206331.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -206343.000000 Penalty: 2722.827881
	Iteration 93Q: 3 clusters Score -206343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -206353.406250 Penalty: 2722.827881
	Iteration 94Q: 3 clusters Score -206353.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -206366.562500 Penalty: 2722.827881
	Iteration 95Q: 3 clusters Score -206366.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -206377.359375 Penalty: 2722.827881
	Iteration 96Q: 3 clusters Score -206377.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -206384.718750 Penalty: 2722.827881
	Iteration 97Q: 3 clusters Score -206384.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -206389.109375 Penalty: 2722.827881
	Iteration 98Q: 3 clusters Score -206389.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -206394.187500 Penalty: 2722.827881
	Iteration 99Q: 3 clusters Score -206394.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -206402.296875 Penalty: 2722.827881
	Iteration 100F: 3 clusters Score -206402.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -206412.390625 Penalty: 2722.827881
	Iteration 101Q: 3 clusters Score -206412.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -206417.406250 Penalty: 2722.827881
	Iteration 102Q: 3 clusters Score -206417.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -206419.109375 Penalty: 2722.827881
	Iteration 103Q: 3 clusters Score -206419.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -206419.109375 Penalty: 2722.827881
	Iteration 104F: 3 clusters Score -206419.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Entering Unmasked Estep 
Score: -666712.187500 Penalty: 1553.077271
	Iteration 0F: 2 clusters Score -666712.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -656824.750000 Penalty: 3106.154541
	Iteration 0F: 3 clusters Score -656824.8 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -660316.312500 Penalty: 3106.154541
	Iteration 1F: 3 clusters Score -660316.3 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -660713.562500 Penalty: 3106.154541
	Iteration 2F: 3 clusters Score -660713.6 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -661092.562500 Penalty: 3106.154541
	Iteration 3F: 3 clusters Score -661092.6 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -661617.125000 Penalty: 3106.154541
	Iteration 4F: 3 clusters Score -661617.1 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -662296.875000 Penalty: 3106.154541
	Iteration 5F: 3 clusters Score -662296.9 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -663164.375000 Penalty: 3106.154541
	Iteration 6F: 3 clusters Score -663164.4 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -663907.812500 Penalty: 3106.154541
	Iteration 7F: 3 clusters Score -663907.8 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -664408.687500 Penalty: 3106.154541
	Iteration 8F: 3 clusters Score -664408.7 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -664679.125000 Penalty: 3106.154541
	Iteration 9Q: 3 clusters Score -664679.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -664820.500000 Penalty: 3106.154541
	Iteration 10Q: 3 clusters Score -664820.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -664894.750000 Penalty: 3106.154541
	Iteration 11Q: 3 clusters Score -664894.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -664940.125000 Penalty: 3106.154541
	Iteration 12Q: 3 clusters Score -664940.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -664963.250000 Penalty: 3106.154541
	Iteration 13Q: 3 clusters Score -664963.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -664975.125000 Penalty: 3106.154541
	Iteration 14Q: 3 clusters Score -664975.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -664984.125000 Penalty: 3106.154541
	Iteration 15Q: 3 clusters Score -664984.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -664994.250000 Penalty: 3106.154541
	Iteration 16Q: 3 clusters Score -664994.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -665003.062500 Penalty: 3106.154541
	Iteration 17Q: 3 clusters Score -665003.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -665007.625000 Penalty: 3106.154541
	Iteration 18Q: 3 clusters Score -665007.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -665019.000000 Penalty: 3106.154541
	Iteration 19Q: 3 clusters Score -665019 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -665022.250000 Penalty: 3106.154541
	Iteration 20F: 3 clusters Score -665022.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -665030.125000 Penalty: 3106.154541
	Iteration 21Q: 3 clusters Score -665030.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -665034.250000 Penalty: 3106.154541
	Iteration 22Q: 3 clusters Score -665034.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -665041.125000 Penalty: 3106.154541
	Iteration 23Q: 3 clusters Score -665041.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -665044.812500 Penalty: 3106.154541
	Iteration 24Q: 3 clusters Score -665044.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -665053.625000 Penalty: 3106.154541
	Iteration 25Q: 3 clusters Score -665053.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -665059.187500 Penalty: 3106.154541
	Iteration 26Q: 3 clusters Score -665059.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -665066.812500 Penalty: 3106.154541
	Iteration 27Q: 3 clusters Score -665066.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -665074.750000 Penalty: 3106.154541
	Iteration 28Q: 3 clusters Score -665074.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -665082.250000 Penalty: 3106.154541
	Iteration 29Q: 3 clusters Score -665082.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -665089.375000 Penalty: 3106.154541
	Iteration 30Q: 3 clusters Score -665089.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -665092.437500 Penalty: 3106.154541
	Iteration 31Q: 3 clusters Score -665092.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -665098.437500 Penalty: 3106.154541
	Iteration 32Q: 3 clusters Score -665098.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -665104.062500 Penalty: 3106.154541
	Iteration 33Q: 3 clusters Score -665104.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -665113.437500 Penalty: 3106.154541
	Iteration 34Q: 3 clusters Score -665113.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -665123.437500 Penalty: 3106.154541
	Iteration 35Q: 3 clusters Score -665123.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -665126.500000 Penalty: 3106.154541
	Iteration 36Q: 3 clusters Score -665126.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -665132.562500 Penalty: 3106.154541
	Iteration 37Q: 3 clusters Score -665132.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -665135.312500 Penalty: 3106.154541
	Iteration 38Q: 3 clusters Score -665135.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -665142.750000 Penalty: 3106.154541
	Iteration 39Q: 3 clusters Score -665142.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -665152.062500 Penalty: 3106.154541
	Iteration 40F: 3 clusters Score -665152.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -665155.625000 Penalty: 3106.154541
	Iteration 41Q: 3 clusters Score -665155.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -665160.937500 Penalty: 3106.154541
	Iteration 42Q: 3 clusters Score -665160.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -665163.500000 Penalty: 3106.154541
	Iteration 43Q: 3 clusters Score -665163.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -665167.812500 Penalty: 3106.154541
	Iteration 44Q: 3 clusters Score -665167.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -665171.000000 Penalty: 3106.154541
	Iteration 45Q: 3 clusters Score -665171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -665172.687500 Penalty: 3106.154541
	Iteration 46Q: 3 clusters Score -665172.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -665174.187500 Penalty: 3106.154541
	Iteration 47Q: 3 clusters Score -665174.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -665176.812500 Penalty: 3106.154541
	Iteration 48Q: 3 clusters Score -665176.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -665176.750000 Penalty: 3106.154541
	Iteration 49Q: 3 clusters Score -665176.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -665179.125000 Penalty: 3106.154541
	Iteration 50Q: 3 clusters Score -665179.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -665178.875000 Penalty: 3106.154541
	Iteration 51Q: 3 clusters Score -665178.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -665180.250000 Penalty: 3106.154541
	Iteration 52Q: 3 clusters Score -665180.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -665180.187500 Penalty: 3106.154541
	Iteration 53Q: 3 clusters Score -665180.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -665181.437500 Penalty: 3106.154541
	Iteration 54Q: 3 clusters Score -665181.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -665180.437500 Penalty: 3106.154541
	Iteration 55Q: 3 clusters Score -665180.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -665180.750000 Penalty: 3106.154541
	Iteration 56Q: 3 clusters Score -665180.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -665180.625000 Penalty: 3106.154541
	Iteration 57Q: 3 clusters Score -665180.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -665182.250000 Penalty: 3106.154541
	Iteration 58Q: 3 clusters Score -665182.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -665181.187500 Penalty: 3106.154541
	Iteration 59Q: 3 clusters Score -665181.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -665181.250000 Penalty: 3106.154541
	Iteration 60F: 3 clusters Score -665181.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -665182.250000 Penalty: 3106.154541
	Iteration 61Q: 3 clusters Score -665182.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -665181.250000 Penalty: 3106.154541
	Iteration 62Q: 3 clusters Score -665181.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -665182.312500 Penalty: 3106.154541
	Iteration 63Q: 3 clusters Score -665182.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -665182.750000 Penalty: 3106.154541
	Iteration 64Q: 3 clusters Score -665182.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -665182.750000 Penalty: 3106.154541
	Iteration 65F: 3 clusters Score -665182.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Entering Unmasked Estep 
Score: -446862.500000 Penalty: 1467.358276
	Iteration 0F: 2 clusters Score -446862.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -440777.500000 Penalty: 2934.716553
	Iteration 0F: 3 clusters Score -440777.5 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -442504.093750 Penalty: 2934.716553
	Iteration 1F: 3 clusters Score -442504.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -442727.125000 Penalty: 2934.716553
	Iteration 2F: 3 clusters Score -442727.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -442926.906250 Penalty: 2934.716553
	Iteration 3F: 3 clusters Score -442926.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -443161.500000 Penalty: 2934.716553
	Iteration 4Q: 3 clusters Score -443161.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -443393.281250 Penalty: 2934.716553
	Iteration 5Q: 3 clusters Score -443393.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -443677.093750 Penalty: 2934.716553
	Iteration 6F: 3 clusters Score -443677.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -444011.281250 Penalty: 2934.716553
	Iteration 7F: 3 clusters Score -444011.3 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -444390.656250 Penalty: 2934.716553
	Iteration 8F: 3 clusters Score -444390.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -444744.687500 Penalty: 2934.716553
	Iteration 9Q: 3 clusters Score -444744.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -445041.343750 Penalty: 2934.716553
	Iteration 10Q: 3 clusters Score -445041.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -445249.718750 Penalty: 2934.716553
	Iteration 11Q: 3 clusters Score -445249.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -445365.406250 Penalty: 2934.716553
	Iteration 12Q: 3 clusters Score -445365.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -445436.562500 Penalty: 2934.716553
	Iteration 13Q: 3 clusters Score -445436.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -445497.125000 Penalty: 2934.716553
	Iteration 14Q: 3 clusters Score -445497.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -445525.218750 Penalty: 2934.716553
	Iteration 15Q: 3 clusters Score -445525.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -445544.593750 Penalty: 2934.716553
	Iteration 16Q: 3 clusters Score -445544.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -445559.375000 Penalty: 2934.716553
	Iteration 17Q: 3 clusters Score -445559.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -445565.406250 Penalty: 2934.716553
	Iteration 18Q: 3 clusters Score -445565.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -445569.593750 Penalty: 2934.716553
	Iteration 19Q: 3 clusters Score -445569.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -445575.531250 Penalty: 2934.716553
	Iteration 20F: 3 clusters Score -445575.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -445579.968750 Penalty: 2934.716553
	Iteration 21Q: 3 clusters Score -445580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -445581.843750 Penalty: 2934.716553
	Iteration 22Q: 3 clusters Score -445581.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -445584.156250 Penalty: 2934.716553
	Iteration 23Q: 3 clusters Score -445584.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -445593.187500 Penalty: 2934.716553
	Iteration 24Q: 3 clusters Score -445593.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -445602.437500 Penalty: 2934.716553
	Iteration 25Q: 3 clusters Score -445602.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -445604.937500 Penalty: 2934.716553
	Iteration 26Q: 3 clusters Score -445604.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -445606.562500 Penalty: 2934.716553
	Iteration 27Q: 3 clusters Score -445606.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -445609.062500 Penalty: 2934.716553
	Iteration 28Q: 3 clusters Score -445609.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -445609.062500 Penalty: 2934.716553
	Iteration 29F: 3 clusters Score -445609.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (7912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Entering Unmasked Estep 
Score: -397789.156250 Penalty: 1458.622192
	Iteration 0F: 2 clusters Score -397789.2 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 3913 members 
Entering Unmasked Estep 
Score: -392007.343750 Penalty: 2917.244385
	Iteration 0F: 3 clusters Score -392007.3 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -393741.781250 Penalty: 2917.244385
	Iteration 1F: 3 clusters Score -393741.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -394069.312500 Penalty: 2917.244385
	Iteration 2F: 3 clusters Score -394069.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -394501.281250 Penalty: 2917.244385
	Iteration 3F: 3 clusters Score -394501.3 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -395018.187500 Penalty: 2917.244385
	Iteration 4F: 3 clusters Score -395018.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -395572.843750 Penalty: 2917.244385
	Iteration 5F: 3 clusters Score -395572.8 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -396109.156250 Penalty: 2917.244385
	Iteration 6F: 3 clusters Score -396109.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -396579.406250 Penalty: 2917.244385
	Iteration 7F: 3 clusters Score -396579.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -396911.562500 Penalty: 2917.244385
	Iteration 8F: 3 clusters Score -396911.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -397103.031250 Penalty: 2917.244385
	Iteration 9Q: 3 clusters Score -397103 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -397194.312500 Penalty: 2917.244385
	Iteration 10Q: 3 clusters Score -397194.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -397243.531250 Penalty: 2917.244385
	Iteration 11Q: 3 clusters Score -397243.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -397279.031250 Penalty: 2917.244385
	Iteration 12Q: 3 clusters Score -397279 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -397302.093750 Penalty: 2917.244385
	Iteration 13Q: 3 clusters Score -397302.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -397312.875000 Penalty: 2917.244385
	Iteration 14Q: 3 clusters Score -397312.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -397321.875000 Penalty: 2917.244385
	Iteration 15Q: 3 clusters Score -397321.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -397327.218750 Penalty: 2917.244385
	Iteration 16Q: 3 clusters Score -397327.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -397331.250000 Penalty: 2917.244385
	Iteration 17Q: 3 clusters Score -397331.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -397334.000000 Penalty: 2917.244385
	Iteration 18Q: 3 clusters Score -397334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -397334.437500 Penalty: 2917.244385
	Iteration 19Q: 3 clusters Score -397334.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -397337.156250 Penalty: 2917.244385
	Iteration 20F: 3 clusters Score -397337.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -397342.281250 Penalty: 2917.244385
	Iteration 21Q: 3 clusters Score -397342.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -397343.718750 Penalty: 2917.244385
	Iteration 22Q: 3 clusters Score -397343.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -397344.531250 Penalty: 2917.244385
	Iteration 23Q: 3 clusters Score -397344.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -397345.125000 Penalty: 2917.244385
	Iteration 24Q: 3 clusters Score -397345.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -397345.125000 Penalty: 2917.244385
	Iteration 25F: 3 clusters Score -397345.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Entering Unmasked Estep 
Score: -420148.156250 Penalty: 1468.251221
	Iteration 0F: 2 clusters Score -420148.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -414077.531250 Penalty: 2936.502441
	Iteration 0F: 3 clusters Score -414077.5 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -416138.750000 Penalty: 2936.502441
	Iteration 1F: 3 clusters Score -416138.8 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -416561.000000 Penalty: 2936.502441
	Iteration 2F: 3 clusters Score -416561 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -417062.937500 Penalty: 2936.502441
	Iteration 3F: 3 clusters Score -417062.9 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -417552.906250 Penalty: 2936.502441
	Iteration 4F: 3 clusters Score -417552.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -417945.531250 Penalty: 2936.502441
	Iteration 5F: 3 clusters Score -417945.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -418195.656250 Penalty: 2936.502441
	Iteration 6Q: 3 clusters Score -418195.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -418363.968750 Penalty: 2936.502441
	Iteration 7Q: 3 clusters Score -418364 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -418499.250000 Penalty: 2936.502441
	Iteration 8Q: 3 clusters Score -418499.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -418625.468750 Penalty: 2936.502441
	Iteration 9Q: 3 clusters Score -418625.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -418757.281250 Penalty: 2936.502441
	Iteration 10Q: 3 clusters Score -418757.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -418869.406250 Penalty: 2936.502441
	Iteration 11Q: 3 clusters Score -418869.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -418956.312500 Penalty: 2936.502441
	Iteration 12Q: 3 clusters Score -418956.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -419045.812500 Penalty: 2936.502441
	Iteration 13Q: 3 clusters Score -419045.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -419122.218750 Penalty: 2936.502441
	Iteration 14Q: 3 clusters Score -419122.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -419187.281250 Penalty: 2936.502441
	Iteration 15Q: 3 clusters Score -419187.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -419231.843750 Penalty: 2936.502441
	Iteration 16Q: 3 clusters Score -419231.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -419273.843750 Penalty: 2936.502441
	Iteration 17Q: 3 clusters Score -419273.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -419311.750000 Penalty: 2936.502441
	Iteration 18Q: 3 clusters Score -419311.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -419344.125000 Penalty: 2936.502441
	Iteration 19Q: 3 clusters Score -419344.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -419369.375000 Penalty: 2936.502441
	Iteration 20F: 3 clusters Score -419369.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -419389.343750 Penalty: 2936.502441
	Iteration 21Q: 3 clusters Score -419389.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -419401.812500 Penalty: 2936.502441
	Iteration 22Q: 3 clusters Score -419401.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -419407.500000 Penalty: 2936.502441
	Iteration 23Q: 3 clusters Score -419407.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -419414.468750 Penalty: 2936.502441
	Iteration 24Q: 3 clusters Score -419414.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -419417.812500 Penalty: 2936.502441
	Iteration 25Q: 3 clusters Score -419417.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -419421.468750 Penalty: 2936.502441
	Iteration 26Q: 3 clusters Score -419421.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -419424.718750 Penalty: 2936.502441
	Iteration 27Q: 3 clusters Score -419424.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -419424.593750 Penalty: 2936.502441
	Iteration 28Q: 3 clusters Score -419424.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -419426.093750 Penalty: 2936.502441
	Iteration 29Q: 3 clusters Score -419426.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -419428.625000 Penalty: 2936.502441
	Iteration 30Q: 3 clusters Score -419428.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -419429.437500 Penalty: 2936.502441
	Iteration 31Q: 3 clusters Score -419429.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -419429.062500 Penalty: 2936.502441
	Iteration 32Q: 3 clusters Score -419429.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -419429.937500 Penalty: 2936.502441
	Iteration 33Q: 3 clusters Score -419429.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -419431.031250 Penalty: 2936.502441
	Iteration 34Q: 3 clusters Score -419431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -419433.812500 Penalty: 2936.502441
	Iteration 35Q: 3 clusters Score -419433.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -419434.875000 Penalty: 2936.502441
	Iteration 36Q: 3 clusters Score -419434.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -419435.281250 Penalty: 2936.502441
	Iteration 37Q: 3 clusters Score -419435.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -419436.125000 Penalty: 2936.502441
	Iteration 38Q: 3 clusters Score -419436.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -419436.375000 Penalty: 2936.502441
	Iteration 39Q: 3 clusters Score -419436.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -419437.968750 Penalty: 2936.502441
	Iteration 40F: 3 clusters Score -419438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -419438.218750 Penalty: 2936.502441
	Iteration 41Q: 3 clusters Score -419438.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -419438.656250 Penalty: 2936.502441
	Iteration 42Q: 3 clusters Score -419438.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -419439.093750 Penalty: 2936.502441
	Iteration 43Q: 3 clusters Score -419439.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -419439.437500 Penalty: 2936.502441
	Iteration 44Q: 3 clusters Score -419439.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -419440.468750 Penalty: 2936.502441
	Iteration 45Q: 3 clusters Score -419440.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -419441.093750 Penalty: 2936.502441
	Iteration 46Q: 3 clusters Score -419441.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -419441.250000 Penalty: 2936.502441
	Iteration 47Q: 3 clusters Score -419441.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -419440.875000 Penalty: 2936.502441
	Iteration 48Q: 3 clusters Score -419440.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -419442.656250 Penalty: 2936.502441
	Iteration 49Q: 3 clusters Score -419442.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -419441.875000 Penalty: 2936.502441
	Iteration 50Q: 3 clusters Score -419441.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -419442.156250 Penalty: 2936.502441
	Iteration 51Q: 3 clusters Score -419442.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -419442.156250 Penalty: 2936.502441
	Iteration 52F: 3 clusters Score -419442.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Entering Unmasked Estep 
Score: -176846.234375 Penalty: 1310.298828
	Iteration 0F: 2 clusters Score -176846.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -173992.578125 Penalty: 2620.597656
	Iteration 0F: 3 clusters Score -173992.6 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -174628.796875 Penalty: 2620.597656
	Iteration 1F: 3 clusters Score -174628.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -174773.625000 Penalty: 2620.597656
	Iteration 2F: 3 clusters Score -174773.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -174868.937500 Penalty: 2620.597656
	Iteration 3F: 3 clusters Score -174868.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -174954.515625 Penalty: 2620.597656
	Iteration 4Q: 3 clusters Score -174954.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -175024.187500 Penalty: 2620.597656
	Iteration 5Q: 3 clusters Score -175024.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -175085.703125 Penalty: 2620.597656
	Iteration 6Q: 3 clusters Score -175085.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -175151.390625 Penalty: 2620.597656
	Iteration 7Q: 3 clusters Score -175151.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -175203.437500 Penalty: 2620.597656
	Iteration 8Q: 3 clusters Score -175203.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -175248.171875 Penalty: 2620.597656
	Iteration 9Q: 3 clusters Score -175248.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -175298.218750 Penalty: 2620.597656
	Iteration 10Q: 3 clusters Score -175298.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -175337.656250 Penalty: 2620.597656
	Iteration 11Q: 3 clusters Score -175337.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -175375.296875 Penalty: 2620.597656
	Iteration 12Q: 3 clusters Score -175375.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -175418.296875 Penalty: 2620.597656
	Iteration 13Q: 3 clusters Score -175418.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -175467.343750 Penalty: 2620.597656
	Iteration 14Q: 3 clusters Score -175467.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -175520.984375 Penalty: 2620.597656
	Iteration 15Q: 3 clusters Score -175521 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -175562.265625 Penalty: 2620.597656
	Iteration 16Q: 3 clusters Score -175562.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -175593.468750 Penalty: 2620.597656
	Iteration 17Q: 3 clusters Score -175593.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -175614.578125 Penalty: 2620.597656
	Iteration 18Q: 3 clusters Score -175614.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -175631.093750 Penalty: 2620.597656
	Iteration 19Q: 3 clusters Score -175631.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -175643.078125 Penalty: 2620.597656
	Iteration 20F: 3 clusters Score -175643.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -175652.906250 Penalty: 2620.597656
	Iteration 21Q: 3 clusters Score -175652.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -175661.312500 Penalty: 2620.597656
	Iteration 22Q: 3 clusters Score -175661.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -175664.125000 Penalty: 2620.597656
	Iteration 23Q: 3 clusters Score -175664.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -175668.406250 Penalty: 2620.597656
	Iteration 24Q: 3 clusters Score -175668.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -175674.156250 Penalty: 2620.597656
	Iteration 25Q: 3 clusters Score -175674.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -175677.890625 Penalty: 2620.597656
	Iteration 26Q: 3 clusters Score -175677.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -175681.062500 Penalty: 2620.597656
	Iteration 27Q: 3 clusters Score -175681.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -175682.468750 Penalty: 2620.597656
	Iteration 28Q: 3 clusters Score -175682.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -175683.734375 Penalty: 2620.597656
	Iteration 29Q: 3 clusters Score -175683.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -175684.281250 Penalty: 2620.597656
	Iteration 30Q: 3 clusters Score -175684.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -175684.921875 Penalty: 2620.597656
	Iteration 31Q: 3 clusters Score -175684.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -175685.140625 Penalty: 2620.597656
	Iteration 32Q: 3 clusters Score -175685.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -175686.125000 Penalty: 2620.597656
	Iteration 33Q: 3 clusters Score -175686.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -175686.203125 Penalty: 2620.597656
	Iteration 34Q: 3 clusters Score -175686.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -175686.796875 Penalty: 2620.597656
	Iteration 35Q: 3 clusters Score -175686.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -175687.796875 Penalty: 2620.597656
	Iteration 36Q: 3 clusters Score -175687.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -175688.265625 Penalty: 2620.597656
	Iteration 37Q: 3 clusters Score -175688.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -175690.890625 Penalty: 2620.597656
	Iteration 38Q: 3 clusters Score -175690.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -175695.359375 Penalty: 2620.597656
	Iteration 39Q: 3 clusters Score -175695.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -175698.234375 Penalty: 2620.597656
	Iteration 40F: 3 clusters Score -175698.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -175701.843750 Penalty: 2620.597656
	Iteration 41Q: 3 clusters Score -175701.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -175704.828125 Penalty: 2620.597656
	Iteration 42Q: 3 clusters Score -175704.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -175707.687500 Penalty: 2620.597656
	Iteration 43Q: 3 clusters Score -175707.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -175708.390625 Penalty: 2620.597656
	Iteration 44Q: 3 clusters Score -175708.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -175708.484375 Penalty: 2620.597656
	Iteration 45Q: 3 clusters Score -175708.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -175709.187500 Penalty: 2620.597656
	Iteration 46Q: 3 clusters Score -175709.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -175709.687500 Penalty: 2620.597656
	Iteration 47Q: 3 clusters Score -175709.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -175709.765625 Penalty: 2620.597656
	Iteration 48Q: 3 clusters Score -175709.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -175709.765625 Penalty: 2620.597656
	Iteration 49F: 3 clusters Score -175709.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (97925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97925 members 
Entering Unmasked Estep 
Score: -5285530.500000 Penalty: 1867.442993
	Iteration 0F: 2 clusters Score -5285530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -5219904.500000 Penalty: 3734.885986
	Iteration 0F: 3 clusters Score -5219904 nChanged 46945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48881 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -5247333.000000 Penalty: 3734.885986
	Iteration 1F: 3 clusters Score -5247333 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -5248184.000000 Penalty: 3734.885986
	Iteration 2Q: 3 clusters Score -5248184 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49755 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -5249114.000000 Penalty: 3734.885986
	Iteration 3Q: 3 clusters Score -5249114 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50552 members 
Mstep: Class 2 contains 47373 members 
Entering Unmasked Estep 
Score: -5250114.000000 Penalty: 3734.885986
	Iteration 4Q: 3 clusters Score -5250114 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -5251402.000000 Penalty: 3734.885986
	Iteration 5Q: 3 clusters Score -5251402 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52850 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -5252961.000000 Penalty: 3734.885986
	Iteration 6Q: 3 clusters Score -5252961 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -5254899.500000 Penalty: 3734.885986
	Iteration 7Q: 3 clusters Score -5254900 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -5257336.500000 Penalty: 3734.885986
	Iteration 8Q: 3 clusters Score -5257336 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59015 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -5260510.000000 Penalty: 3734.885986
	Iteration 9F: 3 clusters Score -5260510 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61538 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -5264251.500000 Penalty: 3734.885986
	Iteration 10F: 3 clusters Score -5264252 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63924 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -5267616.500000 Penalty: 3734.885986
	Iteration 11F: 3 clusters Score -5267616 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66063 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -5269789.500000 Penalty: 3734.885986
	Iteration 12Q: 3 clusters Score -5269790 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68110 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -5270982.500000 Penalty: 3734.885986
	Iteration 13Q: 3 clusters Score -5270982 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70092 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -5271874.500000 Penalty: 3734.885986
	Iteration 14Q: 3 clusters Score -5271874 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72100 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -5272761.000000 Penalty: 3734.885986
	Iteration 15Q: 3 clusters Score -5272761 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74131 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -5273661.500000 Penalty: 3734.885986
	Iteration 16Q: 3 clusters Score -5273662 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76181 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -5274620.000000 Penalty: 3734.885986
	Iteration 17Q: 3 clusters Score -5274620 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78179 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -5275529.000000 Penalty: 3734.885986
	Iteration 18Q: 3 clusters Score -5275529 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80129 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -5276467.500000 Penalty: 3734.885986
	Iteration 19Q: 3 clusters Score -5276468 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81980 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -5277319.500000 Penalty: 3734.885986
	Iteration 20F: 3 clusters Score -5277320 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83767 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -5278231.000000 Penalty: 3734.885986
	Iteration 21Q: 3 clusters Score -5278231 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85400 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -5279007.000000 Penalty: 3734.885986
	Iteration 22Q: 3 clusters Score -5279007 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86872 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -5279722.500000 Penalty: 3734.885986
	Iteration 23Q: 3 clusters Score -5279722 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88214 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -5280342.500000 Penalty: 3734.885986
	Iteration 24Q: 3 clusters Score -5280342 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89455 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -5280950.000000 Penalty: 3734.885986
	Iteration 25Q: 3 clusters Score -5280950 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90551 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -5281442.500000 Penalty: 3734.885986
	Iteration 26Q: 3 clusters Score -5281442 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91490 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -5281917.000000 Penalty: 3734.885986
	Iteration 27Q: 3 clusters Score -5281917 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92325 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -5282278.500000 Penalty: 3734.885986
	Iteration 28Q: 3 clusters Score -5282278 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92994 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -5282592.000000 Penalty: 3734.885986
	Iteration 29Q: 3 clusters Score -5282592 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93546 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -5282819.500000 Penalty: 3734.885986
	Iteration 30Q: 3 clusters Score -5282820 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94040 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -5283009.500000 Penalty: 3734.885986
	Iteration 31Q: 3 clusters Score -5283010 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94466 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -5283219.500000 Penalty: 3734.885986
	Iteration 32Q: 3 clusters Score -5283220 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94812 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -5283356.000000 Penalty: 3734.885986
	Iteration 33Q: 3 clusters Score -5283356 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95116 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -5283477.000000 Penalty: 3734.885986
	Iteration 34Q: 3 clusters Score -5283477 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95385 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -5283578.500000 Penalty: 3734.885986
	Iteration 35Q: 3 clusters Score -5283578 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95586 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -5283625.000000 Penalty: 3734.885986
	Iteration 36Q: 3 clusters Score -5283625 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95763 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -5283682.500000 Penalty: 3734.885986
	Iteration 37Q: 3 clusters Score -5283682 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95902 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5283715.000000 Penalty: 3734.885986
	Iteration 38Q: 3 clusters Score -5283715 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96017 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -5283745.000000 Penalty: 3734.885986
	Iteration 39Q: 3 clusters Score -5283745 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96112 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5283792.000000 Penalty: 3734.885986
	Iteration 40F: 3 clusters Score -5283792 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96189 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5283805.000000 Penalty: 3734.885986
	Iteration 41Q: 3 clusters Score -5283805 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96260 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5283835.000000 Penalty: 3734.885986
	Iteration 42Q: 3 clusters Score -5283835 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96313 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5283833.000000 Penalty: 3734.885986
	Iteration 43Q: 3 clusters Score -5283833 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96346 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5283845.000000 Penalty: 3734.885986
	Iteration 44Q: 3 clusters Score -5283845 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96382 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5283843.500000 Penalty: 3734.885986
	Iteration 45Q: 3 clusters Score -5283844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96407 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5283854.500000 Penalty: 3734.885986
	Iteration 46Q: 3 clusters Score -5283854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96424 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5283860.000000 Penalty: 3734.885986
	Iteration 47Q: 3 clusters Score -5283860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96441 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5283874.000000 Penalty: 3734.885986
	Iteration 48Q: 3 clusters Score -5283874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96459 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5283868.500000 Penalty: 3734.885986
	Iteration 49Q: 3 clusters Score -5283868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96478 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5283865.000000 Penalty: 3734.885986
	Iteration 50Q: 3 clusters Score -5283865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96494 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5283869.000000 Penalty: 3734.885986
	Iteration 51Q: 3 clusters Score -5283869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96507 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5283877.500000 Penalty: 3734.885986
	Iteration 52Q: 3 clusters Score -5283878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96519 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5283882.000000 Penalty: 3734.885986
	Iteration 53Q: 3 clusters Score -5283882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96534 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5283880.000000 Penalty: 3734.885986
	Iteration 54Q: 3 clusters Score -5283880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96550 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5283881.500000 Penalty: 3734.885986
	Iteration 55Q: 3 clusters Score -5283882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96563 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5283896.500000 Penalty: 3734.885986
	Iteration 56Q: 3 clusters Score -5283896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96574 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5283892.000000 Penalty: 3734.885986
	Iteration 57Q: 3 clusters Score -5283892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96591 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5283901.000000 Penalty: 3734.885986
	Iteration 58Q: 3 clusters Score -5283901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96598 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5283898.000000 Penalty: 3734.885986
	Iteration 59Q: 3 clusters Score -5283898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96610 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5283895.000000 Penalty: 3734.885986
	Iteration 60F: 3 clusters Score -5283895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96617 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5283899.000000 Penalty: 3734.885986
	Iteration 61Q: 3 clusters Score -5283899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96622 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5283901.000000 Penalty: 3734.885986
	Iteration 62Q: 3 clusters Score -5283901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96631 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5283894.000000 Penalty: 3734.885986
	Iteration 63Q: 3 clusters Score -5283894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96641 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5283899.000000 Penalty: 3734.885986
	Iteration 64Q: 3 clusters Score -5283899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96652 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5283892.500000 Penalty: 3734.885986
	Iteration 65Q: 3 clusters Score -5283892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96660 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -5283891.000000 Penalty: 3734.885986
	Iteration 66Q: 3 clusters Score -5283891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96665 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5283897.500000 Penalty: 3734.885986
	Iteration 67Q: 3 clusters Score -5283898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96669 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5283892.000000 Penalty: 3734.885986
	Iteration 68Q: 3 clusters Score -5283892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96670 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5283892.000000 Penalty: 3734.885986
	Iteration 69Q: 3 clusters Score -5283892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96671 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5283894.000000 Penalty: 3734.885986
	Iteration 70Q: 3 clusters Score -5283894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96671 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5283894.000000 Penalty: 3734.885986
	Iteration 71F: 3 clusters Score -5283894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (60131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60131 members 
Entering Unmasked Estep 
Score: -3225100.750000 Penalty: 1788.195679
	Iteration 0F: 2 clusters Score -3225101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -3184641.500000 Penalty: 3576.391357
	Iteration 0F: 3 clusters Score -3184642 nChanged 28603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -3200870.250000 Penalty: 3576.391357
	Iteration 1F: 3 clusters Score -3200870 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -3201321.000000 Penalty: 3576.391357
	Iteration 2Q: 3 clusters Score -3201321 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -3201760.000000 Penalty: 3576.391357
	Iteration 3Q: 3 clusters Score -3201760 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -3202271.750000 Penalty: 3576.391357
	Iteration 4Q: 3 clusters Score -3202272 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -3202920.250000 Penalty: 3576.391357
	Iteration 5Q: 3 clusters Score -3202920 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -3203681.250000 Penalty: 3576.391357
	Iteration 6Q: 3 clusters Score -3203681 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -3204668.000000 Penalty: 3576.391357
	Iteration 7Q: 3 clusters Score -3204668 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -3205888.500000 Penalty: 3576.391357
	Iteration 8Q: 3 clusters Score -3205888 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -3207428.500000 Penalty: 3576.391357
	Iteration 9Q: 3 clusters Score -3207428 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -3209185.250000 Penalty: 3576.391357
	Iteration 10F: 3 clusters Score -3209185 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -3211058.500000 Penalty: 3576.391357
	Iteration 11F: 3 clusters Score -3211058 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -3213115.000000 Penalty: 3576.391357
	Iteration 12F: 3 clusters Score -3213115 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -3215344.000000 Penalty: 3576.391357
	Iteration 13F: 3 clusters Score -3215344 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -3217585.500000 Penalty: 3576.391357
	Iteration 14F: 3 clusters Score -3217586 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54809 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -3219634.250000 Penalty: 3576.391357
	Iteration 15Q: 3 clusters Score -3219634 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56927 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -3221246.750000 Penalty: 3576.391357
	Iteration 16Q: 3 clusters Score -3221247 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3222295.000000 Penalty: 3576.391357
	Iteration 17Q: 3 clusters Score -3222295 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3222838.250000 Penalty: 3576.391357
	Iteration 18Q: 3 clusters Score -3222838 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3223153.000000 Penalty: 3576.391357
	Iteration 19Q: 3 clusters Score -3223153 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3223312.500000 Penalty: 3576.391357
	Iteration 20F: 3 clusters Score -3223312 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59723 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3223397.250000 Penalty: 3576.391357
	Iteration 21Q: 3 clusters Score -3223397 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59769 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3223442.250000 Penalty: 3576.391357
	Iteration 22Q: 3 clusters Score -3223442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3223483.250000 Penalty: 3576.391357
	Iteration 23Q: 3 clusters Score -3223483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3223503.750000 Penalty: 3576.391357
	Iteration 24Q: 3 clusters Score -3223504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59823 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3223514.000000 Penalty: 3576.391357
	Iteration 25Q: 3 clusters Score -3223514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59827 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3223525.000000 Penalty: 3576.391357
	Iteration 26Q: 3 clusters Score -3223525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59834 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3223528.750000 Penalty: 3576.391357
	Iteration 27Q: 3 clusters Score -3223529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59837 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3223534.500000 Penalty: 3576.391357
	Iteration 28Q: 3 clusters Score -3223534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3223533.000000 Penalty: 3576.391357
	Iteration 29Q: 3 clusters Score -3223533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59844 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3223538.750000 Penalty: 3576.391357
	Iteration 30Q: 3 clusters Score -3223539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59847 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3223545.000000 Penalty: 3576.391357
	Iteration 31Q: 3 clusters Score -3223545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59848 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3223545.250000 Penalty: 3576.391357
	Iteration 32Q: 3 clusters Score -3223545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3223552.500000 Penalty: 3576.391357
	Iteration 33Q: 3 clusters Score -3223552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59856 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3223558.250000 Penalty: 3576.391357
	Iteration 34Q: 3 clusters Score -3223558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3223558.250000 Penalty: 3576.391357
	Iteration 35Q: 3 clusters Score -3223558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59859 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3223558.250000 Penalty: 3576.391357
	Iteration 36Q: 3 clusters Score -3223558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59861 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3223560.750000 Penalty: 3576.391357
	Iteration 37Q: 3 clusters Score -3223561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59864 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3223561.000000 Penalty: 3576.391357
	Iteration 38Q: 3 clusters Score -3223561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3223566.750000 Penalty: 3576.391357
	Iteration 39Q: 3 clusters Score -3223567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3223570.000000 Penalty: 3576.391357
	Iteration 40F: 3 clusters Score -3223570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3223575.250000 Penalty: 3576.391357
	Iteration 41Q: 3 clusters Score -3223575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59865 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3223583.500000 Penalty: 3576.391357
	Iteration 42Q: 3 clusters Score -3223584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59867 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3223587.750000 Penalty: 3576.391357
	Iteration 43Q: 3 clusters Score -3223588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59871 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3223587.500000 Penalty: 3576.391357
	Iteration 44Q: 3 clusters Score -3223588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3223592.750000 Penalty: 3576.391357
	Iteration 45Q: 3 clusters Score -3223593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59875 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3223592.750000 Penalty: 3576.391357
	Iteration 46Q: 3 clusters Score -3223593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59874 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3223591.500000 Penalty: 3576.391357
	Iteration 47Q: 3 clusters Score -3223592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59874 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3223591.500000 Penalty: 3576.391357
	Iteration 48F: 3 clusters Score -3223592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Entering Unmasked Estep 
Score: -449910.531250 Penalty: 1491.479126
	Iteration 0F: 2 clusters Score -449910.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -442947.875000 Penalty: 2982.958252
	Iteration 0F: 3 clusters Score -442947.9 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -445188.843750 Penalty: 2982.958252
	Iteration 1F: 3 clusters Score -445188.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -445381.093750 Penalty: 2982.958252
	Iteration 2F: 3 clusters Score -445381.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -445544.656250 Penalty: 2982.958252
	Iteration 3Q: 3 clusters Score -445544.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -445670.312500 Penalty: 2982.958252
	Iteration 4Q: 3 clusters Score -445670.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -445789.437500 Penalty: 2982.958252
	Iteration 5Q: 3 clusters Score -445789.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -445922.343750 Penalty: 2982.958252
	Iteration 6Q: 3 clusters Score -445922.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -446069.375000 Penalty: 2982.958252
	Iteration 7Q: 3 clusters Score -446069.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -446223.000000 Penalty: 2982.958252
	Iteration 8Q: 3 clusters Score -446223 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -446392.843750 Penalty: 2982.958252
	Iteration 9Q: 3 clusters Score -446392.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -446578.500000 Penalty: 2982.958252
	Iteration 10Q: 3 clusters Score -446578.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -446756.375000 Penalty: 2982.958252
	Iteration 11Q: 3 clusters Score -446756.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -446935.156250 Penalty: 2982.958252
	Iteration 12Q: 3 clusters Score -446935.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -447138.218750 Penalty: 2982.958252
	Iteration 13Q: 3 clusters Score -447138.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -447327.093750 Penalty: 2982.958252
	Iteration 14Q: 3 clusters Score -447327.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -447496.187500 Penalty: 2982.958252
	Iteration 15Q: 3 clusters Score -447496.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -447682.625000 Penalty: 2982.958252
	Iteration 16Q: 3 clusters Score -447682.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -447856.093750 Penalty: 2982.958252
	Iteration 17Q: 3 clusters Score -447856.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -447979.812500 Penalty: 2982.958252
	Iteration 18Q: 3 clusters Score -447979.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -448086.687500 Penalty: 2982.958252
	Iteration 19Q: 3 clusters Score -448086.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -448180.562500 Penalty: 2982.958252
	Iteration 20F: 3 clusters Score -448180.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -448243.562500 Penalty: 2982.958252
	Iteration 21Q: 3 clusters Score -448243.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -448300.656250 Penalty: 2982.958252
	Iteration 22Q: 3 clusters Score -448300.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -448337.593750 Penalty: 2982.958252
	Iteration 23Q: 3 clusters Score -448337.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -448371.656250 Penalty: 2982.958252
	Iteration 24Q: 3 clusters Score -448371.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -448399.718750 Penalty: 2982.958252
	Iteration 25Q: 3 clusters Score -448399.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -448425.906250 Penalty: 2982.958252
	Iteration 26Q: 3 clusters Score -448425.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -448449.437500 Penalty: 2982.958252
	Iteration 27Q: 3 clusters Score -448449.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -448467.531250 Penalty: 2982.958252
	Iteration 28Q: 3 clusters Score -448467.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -448483.843750 Penalty: 2982.958252
	Iteration 29Q: 3 clusters Score -448483.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -448494.312500 Penalty: 2982.958252
	Iteration 30Q: 3 clusters Score -448494.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -448512.093750 Penalty: 2982.958252
	Iteration 31Q: 3 clusters Score -448512.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -448536.375000 Penalty: 2982.958252
	Iteration 32Q: 3 clusters Score -448536.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -448554.531250 Penalty: 2982.958252
	Iteration 33Q: 3 clusters Score -448554.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -448563.718750 Penalty: 2982.958252
	Iteration 34Q: 3 clusters Score -448563.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -448574.281250 Penalty: 2982.958252
	Iteration 35Q: 3 clusters Score -448574.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -448582.937500 Penalty: 2982.958252
	Iteration 36Q: 3 clusters Score -448582.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -448592.000000 Penalty: 2982.958252
	Iteration 37Q: 3 clusters Score -448592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -448599.031250 Penalty: 2982.958252
	Iteration 38Q: 3 clusters Score -448599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -448606.375000 Penalty: 2982.958252
	Iteration 39Q: 3 clusters Score -448606.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -448617.500000 Penalty: 2982.958252
	Iteration 40F: 3 clusters Score -448617.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -448623.562500 Penalty: 2982.958252
	Iteration 41Q: 3 clusters Score -448623.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -448631.812500 Penalty: 2982.958252
	Iteration 42Q: 3 clusters Score -448631.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -448638.812500 Penalty: 2982.958252
	Iteration 43Q: 3 clusters Score -448638.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -448642.812500 Penalty: 2982.958252
	Iteration 44Q: 3 clusters Score -448642.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -448642.781250 Penalty: 2982.958252
	Iteration 45Q: 3 clusters Score -448642.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -448643.187500 Penalty: 2982.958252
	Iteration 46Q: 3 clusters Score -448643.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -448643.125000 Penalty: 2982.958252
	Iteration 47Q: 3 clusters Score -448643.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -448643.656250 Penalty: 2982.958252
	Iteration 48Q: 3 clusters Score -448643.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -448643.656250 Penalty: 2982.958252
	Iteration 49F: 3 clusters Score -448643.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Entering Unmasked Estep 
Score: -454672.531250 Penalty: 1465.636353
	Iteration 0F: 2 clusters Score -454672.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -448615.343750 Penalty: 2931.272705
	Iteration 0F: 3 clusters Score -448615.3 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -450465.343750 Penalty: 2931.272705
	Iteration 1F: 3 clusters Score -450465.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -450686.812500 Penalty: 2931.272705
	Iteration 2F: 3 clusters Score -450686.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -450864.093750 Penalty: 2931.272705
	Iteration 3Q: 3 clusters Score -450864.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -451022.312500 Penalty: 2931.272705
	Iteration 4Q: 3 clusters Score -451022.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -451161.843750 Penalty: 2931.272705
	Iteration 5Q: 3 clusters Score -451161.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -451341.125000 Penalty: 2931.272705
	Iteration 6Q: 3 clusters Score -451341.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -451558.593750 Penalty: 2931.272705
	Iteration 7Q: 3 clusters Score -451558.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -451835.250000 Penalty: 2931.272705
	Iteration 8Q: 3 clusters Score -451835.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -452156.812500 Penalty: 2931.272705
	Iteration 9Q: 3 clusters Score -452156.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -452461.468750 Penalty: 2931.272705
	Iteration 10Q: 3 clusters Score -452461.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -452705.937500 Penalty: 2931.272705
	Iteration 11Q: 3 clusters Score -452705.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -452904.343750 Penalty: 2931.272705
	Iteration 12Q: 3 clusters Score -452904.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -453065.781250 Penalty: 2931.272705
	Iteration 13Q: 3 clusters Score -453065.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -453149.000000 Penalty: 2931.272705
	Iteration 14Q: 3 clusters Score -453149 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -453224.312500 Penalty: 2931.272705
	Iteration 15Q: 3 clusters Score -453224.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -453282.312500 Penalty: 2931.272705
	Iteration 16Q: 3 clusters Score -453282.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -453320.093750 Penalty: 2931.272705
	Iteration 17Q: 3 clusters Score -453320.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -453357.687500 Penalty: 2931.272705
	Iteration 18Q: 3 clusters Score -453357.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -453382.250000 Penalty: 2931.272705
	Iteration 19Q: 3 clusters Score -453382.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -453390.687500 Penalty: 2931.272705
	Iteration 20F: 3 clusters Score -453390.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -453400.625000 Penalty: 2931.272705
	Iteration 21Q: 3 clusters Score -453400.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -453407.218750 Penalty: 2931.272705
	Iteration 22Q: 3 clusters Score -453407.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -453416.062500 Penalty: 2931.272705
	Iteration 23Q: 3 clusters Score -453416.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -453419.218750 Penalty: 2931.272705
	Iteration 24Q: 3 clusters Score -453419.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -453422.062500 Penalty: 2931.272705
	Iteration 25Q: 3 clusters Score -453422.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -453422.906250 Penalty: 2931.272705
	Iteration 26Q: 3 clusters Score -453422.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -453423.406250 Penalty: 2931.272705
	Iteration 27Q: 3 clusters Score -453423.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -453423.406250 Penalty: 2931.272705
	Iteration 28F: 3 clusters Score -453423.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Entering Unmasked Estep 
Score: -163408.859375 Penalty: 1311.217163
	Iteration 0F: 2 clusters Score -163408.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -160573.250000 Penalty: 2622.434326
	Iteration 0F: 3 clusters Score -160573.2 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -161289.187500 Penalty: 2622.434326
	Iteration 1F: 3 clusters Score -161289.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -161420.953125 Penalty: 2622.434326
	Iteration 2F: 3 clusters Score -161421 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -161508.328125 Penalty: 2622.434326
	Iteration 3Q: 3 clusters Score -161508.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -161565.937500 Penalty: 2622.434326
	Iteration 4Q: 3 clusters Score -161565.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -161601.421875 Penalty: 2622.434326
	Iteration 5Q: 3 clusters Score -161601.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -161637.578125 Penalty: 2622.434326
	Iteration 6Q: 3 clusters Score -161637.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -161678.109375 Penalty: 2622.434326
	Iteration 7Q: 3 clusters Score -161678.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -161724.359375 Penalty: 2622.434326
	Iteration 8Q: 3 clusters Score -161724.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -161775.375000 Penalty: 2622.434326
	Iteration 9Q: 3 clusters Score -161775.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -161835.718750 Penalty: 2622.434326
	Iteration 10Q: 3 clusters Score -161835.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -161912.406250 Penalty: 2622.434326
	Iteration 11Q: 3 clusters Score -161912.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -162008.406250 Penalty: 2622.434326
	Iteration 12Q: 3 clusters Score -162008.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -162111.296875 Penalty: 2622.434326
	Iteration 13Q: 3 clusters Score -162111.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -162228.984375 Penalty: 2622.434326
	Iteration 14Q: 3 clusters Score -162229 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -162336.953125 Penalty: 2622.434326
	Iteration 15Q: 3 clusters Score -162337 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -162401.140625 Penalty: 2622.434326
	Iteration 16Q: 3 clusters Score -162401.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -162444.203125 Penalty: 2622.434326
	Iteration 17Q: 3 clusters Score -162444.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -162477.406250 Penalty: 2622.434326
	Iteration 18Q: 3 clusters Score -162477.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -162499.015625 Penalty: 2622.434326
	Iteration 19Q: 3 clusters Score -162499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -162508.343750 Penalty: 2622.434326
	Iteration 20F: 3 clusters Score -162508.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -162516.468750 Penalty: 2622.434326
	Iteration 21Q: 3 clusters Score -162516.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -162522.828125 Penalty: 2622.434326
	Iteration 22Q: 3 clusters Score -162522.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -162530.578125 Penalty: 2622.434326
	Iteration 23Q: 3 clusters Score -162530.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -162536.000000 Penalty: 2622.434326
	Iteration 24Q: 3 clusters Score -162536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -162540.656250 Penalty: 2622.434326
	Iteration 25Q: 3 clusters Score -162540.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -162544.625000 Penalty: 2622.434326
	Iteration 26Q: 3 clusters Score -162544.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -162551.890625 Penalty: 2622.434326
	Iteration 27Q: 3 clusters Score -162551.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -162557.562500 Penalty: 2622.434326
	Iteration 28Q: 3 clusters Score -162557.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -162561.437500 Penalty: 2622.434326
	Iteration 29Q: 3 clusters Score -162561.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -162565.515625 Penalty: 2622.434326
	Iteration 30Q: 3 clusters Score -162565.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -162568.250000 Penalty: 2622.434326
	Iteration 31Q: 3 clusters Score -162568.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -162568.781250 Penalty: 2622.434326
	Iteration 32Q: 3 clusters Score -162568.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -162568.781250 Penalty: 2622.434326
	Iteration 33F: 3 clusters Score -162568.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Entering Unmasked Estep 
Score: -110276.835938 Penalty: 1258.844116
	Iteration 0F: 2 clusters Score -110276.8 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 1154 members 
Entering Unmasked Estep 
Score: -108010.054688 Penalty: 2517.688232
	Iteration 0F: 3 clusters Score -108010.1 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -108525.890625 Penalty: 2517.688232
	Iteration 1F: 3 clusters Score -108525.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -108642.359375 Penalty: 2517.688232
	Iteration 2F: 3 clusters Score -108642.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -108720.546875 Penalty: 2517.688232
	Iteration 3Q: 3 clusters Score -108720.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -108786.648438 Penalty: 2517.688232
	Iteration 4Q: 3 clusters Score -108786.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -108848.085938 Penalty: 2517.688232
	Iteration 5Q: 3 clusters Score -108848.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -108919.445312 Penalty: 2517.688232
	Iteration 6Q: 3 clusters Score -108919.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -109037.234375 Penalty: 2517.688232
	Iteration 7Q: 3 clusters Score -109037.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -109168.781250 Penalty: 2517.688232
	Iteration 8Q: 3 clusters Score -109168.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -109324.265625 Penalty: 2517.688232
	Iteration 9Q: 3 clusters Score -109324.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -109446.203125 Penalty: 2517.688232
	Iteration 10Q: 3 clusters Score -109446.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -109573.500000 Penalty: 2517.688232
	Iteration 11Q: 3 clusters Score -109573.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -109697.734375 Penalty: 2517.688232
	Iteration 12Q: 3 clusters Score -109697.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -109887.625000 Penalty: 2517.688232
	Iteration 13Q: 3 clusters Score -109887.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -110019.414062 Penalty: 2517.688232
	Iteration 14Q: 3 clusters Score -110019.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -110080.375000 Penalty: 2517.688232
	Iteration 15Q: 3 clusters Score -110080.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -110124.335938 Penalty: 2517.688232
	Iteration 16Q: 3 clusters Score -110124.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -110163.109375 Penalty: 2517.688232
	Iteration 17Q: 3 clusters Score -110163.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -110212.601562 Penalty: 2517.688232
	Iteration 18Q: 3 clusters Score -110212.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -110270.281250 Penalty: 2517.688232
	Iteration 19Q: 3 clusters Score -110270.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -110304.773438 Penalty: 2517.688232
	Iteration 20F: 3 clusters Score -110304.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -110312.406250 Penalty: 2517.688232
	Iteration 21Q: 3 clusters Score -110312.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -110315.929688 Penalty: 2517.688232
	Iteration 22Q: 3 clusters Score -110315.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -110316.882812 Penalty: 2517.688232
	Iteration 23Q: 3 clusters Score -110316.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -110317.164062 Penalty: 2517.688232
	Iteration 24Q: 3 clusters Score -110317.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -110317.164062 Penalty: 2517.688232
	Iteration 25F: 3 clusters Score -110317.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7959 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 28625 members 
Mstep: Class 6 contains 79331 members 
Mstep: Class 7 contains 2707 members 
Mstep: Class 8 contains 32084 members 
Mstep: Class 9 contains 6636 members 
Mstep: Class 10 contains 4603 members 
Mstep: Class 11 contains 15154 members 
Mstep: Class 12 contains 6058 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 14149 members 
Mstep: Class 15 contains 8349 members 
Mstep: Class 16 contains 7912 members 
Mstep: Class 17 contains 8395 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 19 contains 97925 members 
Mstep: Class 20 contains 60131 members 
Mstep: Class 21 contains 9685 members 
Mstep: Class 22 contains 8261 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 1119 members 
Mstep: Class 25 contains 90916 members 
Mstep: Class 26 contains 195479 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 3182 members 
Mstep: Class 29 contains 1195 members 
Entering Unmasked Estep 
Score: -35939348.000000 Penalty: 63496.980469
Splitting cluster 24 changes total score from -35940188.000000 to -35939348.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (90916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90916 members 
Entering Unmasked Estep 
Score: -4828520.500000 Penalty: 1855.374878
	Iteration 0F: 2 clusters Score -4828520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -4767731.500000 Penalty: 3710.749756
	Iteration 0F: 3 clusters Score -4767732 nChanged 43496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -4793841.500000 Penalty: 3710.749756
	Iteration 1F: 3 clusters Score -4793842 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -4795483.000000 Penalty: 3710.749756
	Iteration 2Q: 3 clusters Score -4795483 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 52334 members 
Entering Unmasked Estep 
Score: -4797810.500000 Penalty: 3710.749756
	Iteration 3F: 3 clusters Score -4797810 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 55925 members 
Entering Unmasked Estep 
Score: -4801041.500000 Penalty: 3710.749756
	Iteration 4F: 3 clusters Score -4801042 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 60552 members 
Entering Unmasked Estep 
Score: -4805474.500000 Penalty: 3710.749756
	Iteration 5F: 3 clusters Score -4805474 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 65652 members 
Entering Unmasked Estep 
Score: -4810976.000000 Penalty: 3710.749756
	Iteration 6F: 3 clusters Score -4810976 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 70491 members 
Entering Unmasked Estep 
Score: -4816628.000000 Penalty: 3710.749756
	Iteration 7F: 3 clusters Score -4816628 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 74140 members 
Entering Unmasked Estep 
Score: -4820859.500000 Penalty: 3710.749756
	Iteration 8F: 3 clusters Score -4820860 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 76554 members 
Entering Unmasked Estep 
Score: -4823278.000000 Penalty: 3710.749756
	Iteration 9Q: 3 clusters Score -4823278 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 78172 members 
Entering Unmasked Estep 
Score: -4824646.500000 Penalty: 3710.749756
	Iteration 10Q: 3 clusters Score -4824646 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 79404 members 
Entering Unmasked Estep 
Score: -4825389.500000 Penalty: 3710.749756
	Iteration 11Q: 3 clusters Score -4825390 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 80376 members 
Entering Unmasked Estep 
Score: -4825829.000000 Penalty: 3710.749756
	Iteration 12Q: 3 clusters Score -4825829 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 81176 members 
Entering Unmasked Estep 
Score: -4826120.500000 Penalty: 3710.749756
	Iteration 13Q: 3 clusters Score -4826120 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 81907 members 
Entering Unmasked Estep 
Score: -4826362.000000 Penalty: 3710.749756
	Iteration 14Q: 3 clusters Score -4826362 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 82501 members 
Entering Unmasked Estep 
Score: -4826578.500000 Penalty: 3710.749756
	Iteration 15Q: 3 clusters Score -4826578 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 83042 members 
Entering Unmasked Estep 
Score: -4826726.000000 Penalty: 3710.749756
	Iteration 16Q: 3 clusters Score -4826726 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 83520 members 
Entering Unmasked Estep 
Score: -4826819.500000 Penalty: 3710.749756
	Iteration 17Q: 3 clusters Score -4826820 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 83957 members 
Entering Unmasked Estep 
Score: -4826939.000000 Penalty: 3710.749756
	Iteration 18Q: 3 clusters Score -4826939 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 84348 members 
Entering Unmasked Estep 
Score: -4827001.500000 Penalty: 3710.749756
	Iteration 19Q: 3 clusters Score -4827002 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 84684 members 
Entering Unmasked Estep 
Score: -4827078.000000 Penalty: 3710.749756
	Iteration 20F: 3 clusters Score -4827078 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 84979 members 
Entering Unmasked Estep 
Score: -4827122.000000 Penalty: 3710.749756
	Iteration 21Q: 3 clusters Score -4827122 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 85231 members 
Entering Unmasked Estep 
Score: -4827176.000000 Penalty: 3710.749756
	Iteration 22Q: 3 clusters Score -4827176 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 85470 members 
Entering Unmasked Estep 
Score: -4827220.500000 Penalty: 3710.749756
	Iteration 23Q: 3 clusters Score -4827220 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 85682 members 
Entering Unmasked Estep 
Score: -4827282.000000 Penalty: 3710.749756
	Iteration 24Q: 3 clusters Score -4827282 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 85857 members 
Entering Unmasked Estep 
Score: -4827302.500000 Penalty: 3710.749756
	Iteration 25Q: 3 clusters Score -4827302 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 86000 members 
Entering Unmasked Estep 
Score: -4827344.000000 Penalty: 3710.749756
	Iteration 26Q: 3 clusters Score -4827344 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 86122 members 
Entering Unmasked Estep 
Score: -4827362.000000 Penalty: 3710.749756
	Iteration 27Q: 3 clusters Score -4827362 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 86233 members 
Entering Unmasked Estep 
Score: -4827402.000000 Penalty: 3710.749756
	Iteration 28Q: 3 clusters Score -4827402 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 86333 members 
Entering Unmasked Estep 
Score: -4827419.000000 Penalty: 3710.749756
	Iteration 29Q: 3 clusters Score -4827419 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 86418 members 
Entering Unmasked Estep 
Score: -4827428.500000 Penalty: 3710.749756
	Iteration 30Q: 3 clusters Score -4827428 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 86492 members 
Entering Unmasked Estep 
Score: -4827432.500000 Penalty: 3710.749756
	Iteration 31Q: 3 clusters Score -4827432 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 86563 members 
Entering Unmasked Estep 
Score: -4827440.000000 Penalty: 3710.749756
	Iteration 32Q: 3 clusters Score -4827440 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 86619 members 
Entering Unmasked Estep 
Score: -4827446.000000 Penalty: 3710.749756
	Iteration 33Q: 3 clusters Score -4827446 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 86671 members 
Entering Unmasked Estep 
Score: -4827454.500000 Penalty: 3710.749756
	Iteration 34Q: 3 clusters Score -4827454 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 86726 members 
Entering Unmasked Estep 
Score: -4827472.500000 Penalty: 3710.749756
	Iteration 35Q: 3 clusters Score -4827472 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 86780 members 
Entering Unmasked Estep 
Score: -4827474.500000 Penalty: 3710.749756
	Iteration 36Q: 3 clusters Score -4827474 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 86836 members 
Entering Unmasked Estep 
Score: -4827489.500000 Penalty: 3710.749756
	Iteration 37Q: 3 clusters Score -4827490 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 86875 members 
Entering Unmasked Estep 
Score: -4827486.500000 Penalty: 3710.749756
	Iteration 38Q: 3 clusters Score -4827486 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 86915 members 
Entering Unmasked Estep 
Score: -4827488.500000 Penalty: 3710.749756
	Iteration 39Q: 3 clusters Score -4827488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 86954 members 
Entering Unmasked Estep 
Score: -4827499.000000 Penalty: 3710.749756
	Iteration 40F: 3 clusters Score -4827499 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 86987 members 
Entering Unmasked Estep 
Score: -4827495.500000 Penalty: 3710.749756
	Iteration 41Q: 3 clusters Score -4827496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 87010 members 
Entering Unmasked Estep 
Score: -4827505.500000 Penalty: 3710.749756
	Iteration 42Q: 3 clusters Score -4827506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 87034 members 
Entering Unmasked Estep 
Score: -4827499.500000 Penalty: 3710.749756
	Iteration 43Q: 3 clusters Score -4827500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 87049 members 
Entering Unmasked Estep 
Score: -4827498.500000 Penalty: 3710.749756
	Iteration 44Q: 3 clusters Score -4827498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 87058 members 
Entering Unmasked Estep 
Score: -4827501.500000 Penalty: 3710.749756
	Iteration 45Q: 3 clusters Score -4827502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 87060 members 
Entering Unmasked Estep 
Score: -4827499.500000 Penalty: 3710.749756
	Iteration 46Q: 3 clusters Score -4827500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 87065 members 
Entering Unmasked Estep 
Score: -4827495.500000 Penalty: 3710.749756
	Iteration 47Q: 3 clusters Score -4827496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 87068 members 
Entering Unmasked Estep 
Score: -4827490.500000 Penalty: 3710.749756
	Iteration 48Q: 3 clusters Score -4827490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 87069 members 
Entering Unmasked Estep 
Score: -4827494.500000 Penalty: 3710.749756
	Iteration 49Q: 3 clusters Score -4827494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 87069 members 
Entering Unmasked Estep 
Score: -4827494.500000 Penalty: 3710.749756
	Iteration 50F: 3 clusters Score -4827494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (195479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195479 members 
Entering Unmasked Estep 
Score: -10575593.000000 Penalty: 1979.771362
	Iteration 0F: 2 clusters Score -1.057559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97896 members 
Mstep: Class 2 contains 97583 members 
Entering Unmasked Estep 
Score: -10443799.000000 Penalty: 3959.542725
	Iteration 0F: 3 clusters Score -1.04438e+07 nChanged 95135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100989 members 
Mstep: Class 2 contains 94490 members 
Entering Unmasked Estep 
Score: -10500777.000000 Penalty: 3959.542725
	Iteration 1F: 3 clusters Score -1.050078e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103091 members 
Mstep: Class 2 contains 92388 members 
Entering Unmasked Estep 
Score: -10502239.000000 Penalty: 3959.542725
	Iteration 2Q: 3 clusters Score -1.050224e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106581 members 
Mstep: Class 2 contains 88898 members 
Entering Unmasked Estep 
Score: -10504583.000000 Penalty: 3959.542725
	Iteration 3Q: 3 clusters Score -1.050458e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111816 members 
Mstep: Class 2 contains 83663 members 
Entering Unmasked Estep 
Score: -10508493.000000 Penalty: 3959.542725
	Iteration 4Q: 3 clusters Score -1.050849e+07 nChanged 9902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118926 members 
Mstep: Class 2 contains 76553 members 
Entering Unmasked Estep 
Score: -10514256.000000 Penalty: 3959.542725
	Iteration 5F: 3 clusters Score -1.051426e+07 nChanged 11404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127726 members 
Mstep: Class 2 contains 67753 members 
Entering Unmasked Estep 
Score: -10521760.000000 Penalty: 3959.542725
	Iteration 6F: 3 clusters Score -1.052176e+07 nChanged 12024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137702 members 
Mstep: Class 2 contains 57777 members 
Entering Unmasked Estep 
Score: -10530426.000000 Penalty: 3959.542725
	Iteration 7F: 3 clusters Score -1.053043e+07 nChanged 11787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147937 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -10539323.000000 Penalty: 3959.542725
	Iteration 8F: 3 clusters Score -1.053932e+07 nChanged 10566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157463 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -10547527.000000 Penalty: 3959.542725
	Iteration 9F: 3 clusters Score -1.054753e+07 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165654 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -10554358.000000 Penalty: 3959.542725
	Iteration 10Q: 3 clusters Score -1.055436e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172246 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -10559425.000000 Penalty: 3959.542725
	Iteration 11Q: 3 clusters Score -1.055942e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177618 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -10563189.000000 Penalty: 3959.542725
	Iteration 12Q: 3 clusters Score -1.056319e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182024 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -10566074.000000 Penalty: 3959.542725
	Iteration 13Q: 3 clusters Score -1.056607e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185587 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -10568207.000000 Penalty: 3959.542725
	Iteration 14Q: 3 clusters Score -1.056821e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188386 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -10569985.000000 Penalty: 3959.542725
	Iteration 15Q: 3 clusters Score -1.056998e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190501 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -10571251.000000 Penalty: 3959.542725
	Iteration 16Q: 3 clusters Score -1.057125e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192010 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -10572175.000000 Penalty: 3959.542725
	Iteration 17Q: 3 clusters Score -1.057218e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193052 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -10572758.000000 Penalty: 3959.542725
	Iteration 18Q: 3 clusters Score -1.057276e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193724 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -10573161.000000 Penalty: 3959.542725
	Iteration 19Q: 3 clusters Score -1.057316e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194152 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -10573400.000000 Penalty: 3959.542725
	Iteration 20F: 3 clusters Score -1.05734e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194405 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -10573553.000000 Penalty: 3959.542725
	Iteration 21Q: 3 clusters Score -1.057355e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194555 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -10573627.000000 Penalty: 3959.542725
	Iteration 22Q: 3 clusters Score -1.057363e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194673 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -10573700.000000 Penalty: 3959.542725
	Iteration 23Q: 3 clusters Score -1.05737e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194760 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -10573767.000000 Penalty: 3959.542725
	Iteration 24Q: 3 clusters Score -1.057377e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194809 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -10573808.000000 Penalty: 3959.542725
	Iteration 25Q: 3 clusters Score -1.057381e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194849 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -10573830.000000 Penalty: 3959.542725
	Iteration 26Q: 3 clusters Score -1.057383e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194886 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10573860.000000 Penalty: 3959.542725
	Iteration 27Q: 3 clusters Score -1.057386e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194911 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10573886.000000 Penalty: 3959.542725
	Iteration 28Q: 3 clusters Score -1.057389e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194931 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -10573904.000000 Penalty: 3959.542725
	Iteration 29Q: 3 clusters Score -1.05739e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194942 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10573914.000000 Penalty: 3959.542725
	Iteration 30Q: 3 clusters Score -1.057391e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194953 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -10573917.000000 Penalty: 3959.542725
	Iteration 31Q: 3 clusters Score -1.057392e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194957 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -10573927.000000 Penalty: 3959.542725
	Iteration 32Q: 3 clusters Score -1.057393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194961 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -10573927.000000 Penalty: 3959.542725
	Iteration 33Q: 3 clusters Score -1.057393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194962 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -10573932.000000 Penalty: 3959.542725
	Iteration 34Q: 3 clusters Score -1.057393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194964 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -10573936.000000 Penalty: 3959.542725
	Iteration 35Q: 3 clusters Score -1.057394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194967 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -10573933.000000 Penalty: 3959.542725
	Iteration 36Q: 3 clusters Score -1.057393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194968 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -10573941.000000 Penalty: 3959.542725
	Iteration 37Q: 3 clusters Score -1.057394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194972 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -10573948.000000 Penalty: 3959.542725
	Iteration 38Q: 3 clusters Score -1.057395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194974 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -10573959.000000 Penalty: 3959.542725
	Iteration 39Q: 3 clusters Score -1.057396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194975 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10573957.000000 Penalty: 3959.542725
	Iteration 40F: 3 clusters Score -1.057396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194979 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -10573960.000000 Penalty: 3959.542725
	Iteration 41Q: 3 clusters Score -1.057396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194981 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -10573964.000000 Penalty: 3959.542725
	Iteration 42Q: 3 clusters Score -1.057396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194984 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -10573959.000000 Penalty: 3959.542725
	Iteration 43Q: 3 clusters Score -1.057396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194988 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -10573956.000000 Penalty: 3959.542725
	Iteration 44Q: 3 clusters Score -1.057396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194990 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10573958.000000 Penalty: 3959.542725
	Iteration 45Q: 3 clusters Score -1.057396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194995 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -10573961.000000 Penalty: 3959.542725
	Iteration 46Q: 3 clusters Score -1.057396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194998 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -10573960.000000 Penalty: 3959.542725
	Iteration 47Q: 3 clusters Score -1.057396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195000 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -10573965.000000 Penalty: 3959.542725
	Iteration 48Q: 3 clusters Score -1.057396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195003 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -10573964.000000 Penalty: 3959.542725
	Iteration 49Q: 3 clusters Score -1.057396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195008 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -10573971.000000 Penalty: 3959.542725
	Iteration 50Q: 3 clusters Score -1.057397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195012 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -10573967.000000 Penalty: 3959.542725
	Iteration 51Q: 3 clusters Score -1.057397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195013 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -10573974.000000 Penalty: 3959.542725
	Iteration 52Q: 3 clusters Score -1.057397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195013 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -10573974.000000 Penalty: 3959.542725
	Iteration 53F: 3 clusters Score -1.057397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Entering Unmasked Estep 
Score: -43368.785156 Penalty: 1110.192505
	Iteration 0F: 2 clusters Score -43368.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -41977.355469 Penalty: 2220.385010
	Iteration 0F: 3 clusters Score -41977.36 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -42188.582031 Penalty: 2220.385010
	Iteration 1F: 3 clusters Score -42188.58 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -42274.453125 Penalty: 2220.385010
	Iteration 2F: 3 clusters Score -42274.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -42317.972656 Penalty: 2220.385010
	Iteration 3Q: 3 clusters Score -42317.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -42337.378906 Penalty: 2220.385010
	Iteration 4Q: 3 clusters Score -42337.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -42345.562500 Penalty: 2220.385010
	Iteration 5Q: 3 clusters Score -42345.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -42348.238281 Penalty: 2220.385010
	Iteration 6Q: 3 clusters Score -42348.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -42350.261719 Penalty: 2220.385010
	Iteration 7Q: 3 clusters Score -42350.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -42355.316406 Penalty: 2220.385010
	Iteration 8Q: 3 clusters Score -42355.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -42360.375000 Penalty: 2220.385010
	Iteration 9Q: 3 clusters Score -42360.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -42364.164062 Penalty: 2220.385010
	Iteration 10Q: 3 clusters Score -42364.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -42368.527344 Penalty: 2220.385010
	Iteration 11Q: 3 clusters Score -42368.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -42372.714844 Penalty: 2220.385010
	Iteration 12Q: 3 clusters Score -42372.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -42374.328125 Penalty: 2220.385010
	Iteration 13Q: 3 clusters Score -42374.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -42374.328125 Penalty: 2220.385010
	Iteration 14F: 3 clusters Score -42374.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7959 members 
Mstep: Class 4 contains 5522 members 
Mstep: Class 5 contains 28625 members 
Mstep: Class 6 contains 79331 members 
Mstep: Class 7 contains 2707 members 
Mstep: Class 8 contains 32084 members 
Mstep: Class 9 contains 6636 members 
Mstep: Class 10 contains 4603 members 
Mstep: Class 11 contains 15154 members 
Mstep: Class 12 contains 6058 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 14149 members 
Mstep: Class 15 contains 8349 members 
Mstep: Class 16 contains 7912 members 
Mstep: Class 17 contains 8395 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 19 contains 97925 members 
Mstep: Class 20 contains 60131 members 
Mstep: Class 21 contains 9685 members 
Mstep: Class 22 contains 8261 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2314 members 
Mstep: Class 25 contains 90916 members 
Mstep: Class 26 contains 195479 members 
Mstep: Class 27 contains 927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940488.000000 Penalty: 61307.429688
Iteration 79Q: 29 clusters Score -3.594049e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7922 members 
Mstep: Class 4 contains 5537 members 
Mstep: Class 5 contains 28624 members 
Mstep: Class 6 contains 79470 members 
Mstep: Class 7 contains 2714 members 
Mstep: Class 8 contains 32068 members 
Mstep: Class 9 contains 6636 members 
Mstep: Class 10 contains 4610 members 
Mstep: Class 11 contains 15153 members 
Mstep: Class 12 contains 6068 members 
Mstep: Class 13 contains 4354 members 
Mstep: Class 14 contains 14160 members 
Mstep: Class 15 contains 8350 members 
Mstep: Class 16 contains 7917 members 
Mstep: Class 17 contains 8388 members 
Mstep: Class 18 contains 3183 members 
Mstep: Class 19 contains 97944 members 
Mstep: Class 20 contains 60129 members 
Mstep: Class 21 contains 9685 members 
Mstep: Class 22 contains 8261 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2312 members 
Mstep: Class 25 contains 90920 members 
Mstep: Class 26 contains 195438 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 3045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940772.000000 Penalty: 61307.429688
Iteration 80F: 29 clusters Score -3.594077e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7898 members 
Mstep: Class 4 contains 5544 members 
Mstep: Class 5 contains 28623 members 
Mstep: Class 6 contains 79282 members 
Mstep: Class 7 contains 2710 members 
Mstep: Class 8 contains 32054 members 
Mstep: Class 9 contains 6636 members 
Mstep: Class 10 contains 4615 members 
Mstep: Class 11 contains 15151 members 
Mstep: Class 12 contains 6079 members 
Mstep: Class 13 contains 4359 members 
Mstep: Class 14 contains 14123 members 
Mstep: Class 15 contains 8349 members 
Mstep: Class 16 contains 7920 members 
Mstep: Class 17 contains 8361 members 
Mstep: Class 18 contains 3173 members 
Mstep: Class 19 contains 97954 members 
Mstep: Class 20 contains 60123 members 
Mstep: Class 21 contains 9690 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2309 members 
Mstep: Class 25 contains 90918 members 
Mstep: Class 26 contains 195403 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 3345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35940928.000000 Penalty: 61307.429688
Iteration 81Q: 29 clusters Score -3.594093e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7885 members 
Mstep: Class 4 contains 5561 members 
Mstep: Class 5 contains 28622 members 
Mstep: Class 6 contains 79124 members 
Mstep: Class 7 contains 2706 members 
Mstep: Class 8 contains 32049 members 
Mstep: Class 9 contains 6636 members 
Mstep: Class 10 contains 4626 members 
Mstep: Class 11 contains 15145 members 
Mstep: Class 12 contains 6088 members 
Mstep: Class 13 contains 4361 members 
Mstep: Class 14 contains 14090 members 
Mstep: Class 15 contains 8350 members 
Mstep: Class 16 contains 7924 members 
Mstep: Class 17 contains 8346 members 
Mstep: Class 18 contains 3174 members 
Mstep: Class 19 contains 97973 members 
Mstep: Class 20 contains 60121 members 
Mstep: Class 21 contains 9691 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2306 members 
Mstep: Class 25 contains 90904 members 
Mstep: Class 26 contains 195366 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 3565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941136.000000 Penalty: 61307.429688
Iteration 82Q: 29 clusters Score -3.594114e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7879 members 
Mstep: Class 4 contains 5570 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 79002 members 
Mstep: Class 7 contains 2711 members 
Mstep: Class 8 contains 32042 members 
Mstep: Class 9 contains 6637 members 
Mstep: Class 10 contains 4621 members 
Mstep: Class 11 contains 15137 members 
Mstep: Class 12 contains 6099 members 
Mstep: Class 13 contains 4360 members 
Mstep: Class 14 contains 14070 members 
Mstep: Class 15 contains 8350 members 
Mstep: Class 16 contains 7930 members 
Mstep: Class 17 contains 8334 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 19 contains 98013 members 
Mstep: Class 20 contains 60120 members 
Mstep: Class 21 contains 9693 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2301 members 
Mstep: Class 25 contains 90908 members 
Mstep: Class 26 contains 195313 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 3718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941108.000000 Penalty: 61307.429688
Iteration 83Q: 29 clusters Score -3.594111e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7876 members 
Mstep: Class 4 contains 5574 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78891 members 
Mstep: Class 7 contains 2711 members 
Mstep: Class 8 contains 32031 members 
Mstep: Class 9 contains 6637 members 
Mstep: Class 10 contains 4623 members 
Mstep: Class 11 contains 15130 members 
Mstep: Class 12 contains 6107 members 
Mstep: Class 13 contains 4360 members 
Mstep: Class 14 contains 14055 members 
Mstep: Class 15 contains 8350 members 
Mstep: Class 16 contains 7934 members 
Mstep: Class 17 contains 8327 members 
Mstep: Class 18 contains 3179 members 
Mstep: Class 19 contains 98047 members 
Mstep: Class 20 contains 60120 members 
Mstep: Class 21 contains 9692 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2300 members 
Mstep: Class 25 contains 90917 members 
Mstep: Class 26 contains 195277 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941164.000000 Penalty: 61307.429688
Iteration 84Q: 29 clusters Score -3.594116e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7875 members 
Mstep: Class 4 contains 5577 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78797 members 
Mstep: Class 7 contains 2711 members 
Mstep: Class 8 contains 32027 members 
Mstep: Class 9 contains 6637 members 
Mstep: Class 10 contains 4619 members 
Mstep: Class 11 contains 15125 members 
Mstep: Class 12 contains 6109 members 
Mstep: Class 13 contains 4361 members 
Mstep: Class 14 contains 14040 members 
Mstep: Class 15 contains 8350 members 
Mstep: Class 16 contains 7935 members 
Mstep: Class 17 contains 8322 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 19 contains 98080 members 
Mstep: Class 20 contains 60120 members 
Mstep: Class 21 contains 9693 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2299 members 
Mstep: Class 25 contains 90931 members 
Mstep: Class 26 contains 195231 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 3938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941252.000000 Penalty: 61307.429688
Iteration 85Q: 29 clusters Score -3.594125e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1500 members 
Mstep: Class 3 contains 7873 members 
Mstep: Class 4 contains 5581 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78725 members 
Mstep: Class 7 contains 2713 members 
Mstep: Class 8 contains 32022 members 
Mstep: Class 9 contains 6637 members 
Mstep: Class 10 contains 4611 members 
Mstep: Class 11 contains 15116 members 
Mstep: Class 12 contains 6110 members 
Mstep: Class 13 contains 4363 members 
Mstep: Class 14 contains 14039 members 
Mstep: Class 15 contains 8350 members 
Mstep: Class 16 contains 7938 members 
Mstep: Class 17 contains 8317 members 
Mstep: Class 18 contains 3173 members 
Mstep: Class 19 contains 98106 members 
Mstep: Class 20 contains 60121 members 
Mstep: Class 21 contains 9693 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2300 members 
Mstep: Class 25 contains 90937 members 
Mstep: Class 26 contains 195187 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941224.000000 Penalty: 61307.429688
Iteration 86Q: 29 clusters Score -3.594122e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7873 members 
Mstep: Class 4 contains 5585 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78665 members 
Mstep: Class 7 contains 2715 members 
Mstep: Class 8 contains 32014 members 
Mstep: Class 9 contains 6637 members 
Mstep: Class 10 contains 4614 members 
Mstep: Class 11 contains 15110 members 
Mstep: Class 12 contains 6115 members 
Mstep: Class 13 contains 4363 members 
Mstep: Class 14 contains 14041 members 
Mstep: Class 15 contains 8349 members 
Mstep: Class 16 contains 7940 members 
Mstep: Class 17 contains 8311 members 
Mstep: Class 18 contains 3168 members 
Mstep: Class 19 contains 98138 members 
Mstep: Class 20 contains 60121 members 
Mstep: Class 21 contains 9693 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2300 members 
Mstep: Class 25 contains 90945 members 
Mstep: Class 26 contains 195135 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941336.000000 Penalty: 61307.429688
Iteration 87Q: 29 clusters Score -3.594134e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1499 members 
Mstep: Class 3 contains 7872 members 
Mstep: Class 4 contains 5591 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78626 members 
Mstep: Class 7 contains 2716 members 
Mstep: Class 8 contains 32008 members 
Mstep: Class 9 contains 6637 members 
Mstep: Class 10 contains 4620 members 
Mstep: Class 11 contains 15104 members 
Mstep: Class 12 contains 6119 members 
Mstep: Class 13 contains 4362 members 
Mstep: Class 14 contains 14044 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 7942 members 
Mstep: Class 17 contains 8306 members 
Mstep: Class 18 contains 3163 members 
Mstep: Class 19 contains 98164 members 
Mstep: Class 20 contains 60121 members 
Mstep: Class 21 contains 9694 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2296 members 
Mstep: Class 25 contains 90947 members 
Mstep: Class 26 contains 195084 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941300.000000 Penalty: 61307.429688
Iteration 88Q: 29 clusters Score -3.59413e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7871 members 
Mstep: Class 4 contains 5597 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78580 members 
Mstep: Class 7 contains 2719 members 
Mstep: Class 8 contains 32009 members 
Mstep: Class 9 contains 6637 members 
Mstep: Class 10 contains 4617 members 
Mstep: Class 11 contains 15102 members 
Mstep: Class 12 contains 6125 members 
Mstep: Class 13 contains 4360 members 
Mstep: Class 14 contains 14042 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 7946 members 
Mstep: Class 17 contains 8299 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 98198 members 
Mstep: Class 20 contains 60121 members 
Mstep: Class 21 contains 9694 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2292 members 
Mstep: Class 25 contains 90943 members 
Mstep: Class 26 contains 195031 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941328.000000 Penalty: 61307.429688
Iteration 89Q: 29 clusters Score -3.594133e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7870 members 
Mstep: Class 4 contains 5605 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78534 members 
Mstep: Class 7 contains 2722 members 
Mstep: Class 8 contains 32008 members 
Mstep: Class 9 contains 6637 members 
Mstep: Class 10 contains 4624 members 
Mstep: Class 11 contains 15101 members 
Mstep: Class 12 contains 6131 members 
Mstep: Class 13 contains 4358 members 
Mstep: Class 14 contains 14032 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 7948 members 
Mstep: Class 17 contains 8290 members 
Mstep: Class 18 contains 3162 members 
Mstep: Class 19 contains 98220 members 
Mstep: Class 20 contains 60121 members 
Mstep: Class 21 contains 9695 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2290 members 
Mstep: Class 25 contains 90946 members 
Mstep: Class 26 contains 194980 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941360.000000 Penalty: 61307.429688
Iteration 90Q: 29 clusters Score -3.594136e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7868 members 
Mstep: Class 4 contains 5610 members 
Mstep: Class 5 contains 28622 members 
Mstep: Class 6 contains 78489 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 8 contains 32005 members 
Mstep: Class 9 contains 6637 members 
Mstep: Class 10 contains 4625 members 
Mstep: Class 11 contains 15101 members 
Mstep: Class 12 contains 6133 members 
Mstep: Class 13 contains 4359 members 
Mstep: Class 14 contains 14036 members 
Mstep: Class 15 contains 8348 members 
Mstep: Class 16 contains 7950 members 
Mstep: Class 17 contains 8279 members 
Mstep: Class 18 contains 3164 members 
Mstep: Class 19 contains 98243 members 
Mstep: Class 20 contains 60121 members 
Mstep: Class 21 contains 9694 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2288 members 
Mstep: Class 25 contains 90953 members 
Mstep: Class 26 contains 194930 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941304.000000 Penalty: 61307.429688
Iteration 91Q: 29 clusters Score -3.59413e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7867 members 
Mstep: Class 4 contains 5615 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78450 members 
Mstep: Class 7 contains 2726 members 
Mstep: Class 8 contains 31999 members 
Mstep: Class 9 contains 6637 members 
Mstep: Class 10 contains 4633 members 
Mstep: Class 11 contains 15101 members 
Mstep: Class 12 contains 6136 members 
Mstep: Class 13 contains 4358 members 
Mstep: Class 14 contains 14040 members 
Mstep: Class 15 contains 8347 members 
Mstep: Class 16 contains 7951 members 
Mstep: Class 17 contains 8273 members 
Mstep: Class 18 contains 3169 members 
Mstep: Class 19 contains 98278 members 
Mstep: Class 20 contains 60121 members 
Mstep: Class 21 contains 9694 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2285 members 
Mstep: Class 25 contains 90961 members 
Mstep: Class 26 contains 194864 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941448.000000 Penalty: 61307.429688
Iteration 92Q: 29 clusters Score -3.594145e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7866 members 
Mstep: Class 4 contains 5616 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78424 members 
Mstep: Class 7 contains 2725 members 
Mstep: Class 8 contains 31995 members 
Mstep: Class 9 contains 6637 members 
Mstep: Class 10 contains 4640 members 
Mstep: Class 11 contains 15100 members 
Mstep: Class 12 contains 6141 members 
Mstep: Class 13 contains 4357 members 
Mstep: Class 14 contains 14042 members 
Mstep: Class 15 contains 8345 members 
Mstep: Class 16 contains 7956 members 
Mstep: Class 17 contains 8268 members 
Mstep: Class 18 contains 3170 members 
Mstep: Class 19 contains 98321 members 
Mstep: Class 20 contains 60120 members 
Mstep: Class 21 contains 9696 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2282 members 
Mstep: Class 25 contains 90963 members 
Mstep: Class 26 contains 194802 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941392.000000 Penalty: 61307.429688
Iteration 93Q: 29 clusters Score -3.594139e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7866 members 
Mstep: Class 4 contains 5619 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78390 members 
Mstep: Class 7 contains 2725 members 
Mstep: Class 8 contains 31994 members 
Mstep: Class 9 contains 6637 members 
Mstep: Class 10 contains 4643 members 
Mstep: Class 11 contains 15099 members 
Mstep: Class 12 contains 6144 members 
Mstep: Class 13 contains 4358 members 
Mstep: Class 14 contains 14040 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 7959 members 
Mstep: Class 17 contains 8266 members 
Mstep: Class 18 contains 3181 members 
Mstep: Class 19 contains 98373 members 
Mstep: Class 20 contains 60119 members 
Mstep: Class 21 contains 9696 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90962 members 
Mstep: Class 26 contains 194741 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941352.000000 Penalty: 61307.429688
Iteration 94Q: 29 clusters Score -3.594135e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7866 members 
Mstep: Class 4 contains 5624 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78357 members 
Mstep: Class 7 contains 2726 members 
Mstep: Class 8 contains 31992 members 
Mstep: Class 9 contains 6638 members 
Mstep: Class 10 contains 4645 members 
Mstep: Class 11 contains 15098 members 
Mstep: Class 12 contains 6146 members 
Mstep: Class 13 contains 4358 members 
Mstep: Class 14 contains 14036 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 7965 members 
Mstep: Class 17 contains 8266 members 
Mstep: Class 18 contains 3189 members 
Mstep: Class 19 contains 98417 members 
Mstep: Class 20 contains 60119 members 
Mstep: Class 21 contains 9696 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90958 members 
Mstep: Class 26 contains 194688 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941360.000000 Penalty: 61307.429688
Iteration 95Q: 29 clusters Score -3.594136e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7865 members 
Mstep: Class 4 contains 5626 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78334 members 
Mstep: Class 7 contains 2726 members 
Mstep: Class 8 contains 31988 members 
Mstep: Class 9 contains 6639 members 
Mstep: Class 10 contains 4648 members 
Mstep: Class 11 contains 15098 members 
Mstep: Class 12 contains 6147 members 
Mstep: Class 13 contains 4358 members 
Mstep: Class 14 contains 14029 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 7971 members 
Mstep: Class 17 contains 8267 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 19 contains 98456 members 
Mstep: Class 20 contains 60118 members 
Mstep: Class 21 contains 9696 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90955 members 
Mstep: Class 26 contains 194644 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941344.000000 Penalty: 61307.429688
Iteration 96Q: 29 clusters Score -3.594134e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5627 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78320 members 
Mstep: Class 7 contains 2726 members 
Mstep: Class 8 contains 31986 members 
Mstep: Class 9 contains 6639 members 
Mstep: Class 10 contains 4648 members 
Mstep: Class 11 contains 15098 members 
Mstep: Class 12 contains 6148 members 
Mstep: Class 13 contains 4357 members 
Mstep: Class 14 contains 14032 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 7973 members 
Mstep: Class 17 contains 8268 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 19 contains 98489 members 
Mstep: Class 20 contains 60118 members 
Mstep: Class 21 contains 9696 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90955 members 
Mstep: Class 26 contains 194599 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941316.000000 Penalty: 61307.429688
Iteration 97Q: 29 clusters Score -3.594132e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78313 members 
Mstep: Class 7 contains 2726 members 
Mstep: Class 8 contains 31982 members 
Mstep: Class 9 contains 6639 members 
Mstep: Class 10 contains 4652 members 
Mstep: Class 11 contains 15099 members 
Mstep: Class 12 contains 6149 members 
Mstep: Class 13 contains 4357 members 
Mstep: Class 14 contains 14027 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 7978 members 
Mstep: Class 17 contains 8268 members 
Mstep: Class 18 contains 3191 members 
Mstep: Class 19 contains 98511 members 
Mstep: Class 20 contains 60118 members 
Mstep: Class 21 contains 9696 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90955 members 
Mstep: Class 26 contains 194569 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941260.000000 Penalty: 61307.429688
Iteration 98Q: 29 clusters Score -3.594126e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78316 members 
Mstep: Class 7 contains 2726 members 
Mstep: Class 8 contains 31984 members 
Mstep: Class 9 contains 6639 members 
Mstep: Class 10 contains 4652 members 
Mstep: Class 11 contains 15099 members 
Mstep: Class 12 contains 6149 members 
Mstep: Class 13 contains 4357 members 
Mstep: Class 14 contains 14020 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 7984 members 
Mstep: Class 17 contains 8267 members 
Mstep: Class 18 contains 3194 members 
Mstep: Class 19 contains 98528 members 
Mstep: Class 20 contains 60118 members 
Mstep: Class 21 contains 9697 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2281 members 
Mstep: Class 25 contains 90953 members 
Mstep: Class 26 contains 194535 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941276.000000 Penalty: 61307.429688
Iteration 99Q: 29 clusters Score -3.594128e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5629 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78312 members 
Mstep: Class 7 contains 2727 members 
Mstep: Class 8 contains 31993 members 
Mstep: Class 9 contains 6639 members 
Mstep: Class 10 contains 4653 members 
Mstep: Class 11 contains 15099 members 
Mstep: Class 12 contains 6149 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 14020 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 7990 members 
Mstep: Class 17 contains 8266 members 
Mstep: Class 18 contains 3198 members 
Mstep: Class 19 contains 98551 members 
Mstep: Class 20 contains 60117 members 
Mstep: Class 21 contains 9698 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2281 members 
Mstep: Class 25 contains 90947 members 
Mstep: Class 26 contains 194489 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941260.000000 Penalty: 61307.429688
Iteration 100F: 29 clusters Score -3.594126e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78305 members 
Mstep: Class 7 contains 2727 members 
Mstep: Class 8 contains 31999 members 
Mstep: Class 9 contains 6639 members 
Mstep: Class 10 contains 4655 members 
Mstep: Class 11 contains 15099 members 
Mstep: Class 12 contains 6149 members 
Mstep: Class 13 contains 4355 members 
Mstep: Class 14 contains 14020 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 7994 members 
Mstep: Class 17 contains 8264 members 
Mstep: Class 18 contains 3199 members 
Mstep: Class 19 contains 98582 members 
Mstep: Class 20 contains 60117 members 
Mstep: Class 21 contains 9698 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2281 members 
Mstep: Class 25 contains 90946 members 
Mstep: Class 26 contains 194444 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941268.000000 Penalty: 61307.429688
Iteration 101Q: 29 clusters Score -3.594127e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78296 members 
Mstep: Class 7 contains 2727 members 
Mstep: Class 8 contains 31999 members 
Mstep: Class 9 contains 6639 members 
Mstep: Class 10 contains 4658 members 
Mstep: Class 11 contains 15099 members 
Mstep: Class 12 contains 6148 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 14023 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 7996 members 
Mstep: Class 17 contains 8262 members 
Mstep: Class 18 contains 3201 members 
Mstep: Class 19 contains 98607 members 
Mstep: Class 20 contains 60117 members 
Mstep: Class 21 contains 9698 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90950 members 
Mstep: Class 26 contains 194412 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941256.000000 Penalty: 61307.429688
Iteration 102Q: 29 clusters Score -3.594126e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78284 members 
Mstep: Class 7 contains 2727 members 
Mstep: Class 8 contains 31997 members 
Mstep: Class 9 contains 6639 members 
Mstep: Class 10 contains 4658 members 
Mstep: Class 11 contains 15100 members 
Mstep: Class 12 contains 6148 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 14023 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 7996 members 
Mstep: Class 17 contains 8262 members 
Mstep: Class 18 contains 3202 members 
Mstep: Class 19 contains 98628 members 
Mstep: Class 20 contains 60117 members 
Mstep: Class 21 contains 9698 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90952 members 
Mstep: Class 26 contains 194390 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941304.000000 Penalty: 61307.429688
Iteration 103Q: 29 clusters Score -3.59413e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78278 members 
Mstep: Class 7 contains 2727 members 
Mstep: Class 8 contains 31998 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4658 members 
Mstep: Class 11 contains 15100 members 
Mstep: Class 12 contains 6148 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 14018 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 7998 members 
Mstep: Class 17 contains 8263 members 
Mstep: Class 18 contains 3204 members 
Mstep: Class 19 contains 98648 members 
Mstep: Class 20 contains 60117 members 
Mstep: Class 21 contains 9698 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90951 members 
Mstep: Class 26 contains 194369 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941276.000000 Penalty: 61307.429688
Iteration 104Q: 29 clusters Score -3.594128e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78272 members 
Mstep: Class 7 contains 2727 members 
Mstep: Class 8 contains 31999 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4659 members 
Mstep: Class 11 contains 15100 members 
Mstep: Class 12 contains 6148 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 14018 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 7997 members 
Mstep: Class 17 contains 8263 members 
Mstep: Class 18 contains 3205 members 
Mstep: Class 19 contains 98665 members 
Mstep: Class 20 contains 60117 members 
Mstep: Class 21 contains 9698 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90956 members 
Mstep: Class 26 contains 194348 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941252.000000 Penalty: 61307.429688
Iteration 105Q: 29 clusters Score -3.594125e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78272 members 
Mstep: Class 7 contains 2727 members 
Mstep: Class 8 contains 31999 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4658 members 
Mstep: Class 11 contains 15100 members 
Mstep: Class 12 contains 6148 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 14020 members 
Mstep: Class 15 contains 8347 members 
Mstep: Class 16 contains 7998 members 
Mstep: Class 17 contains 8263 members 
Mstep: Class 18 contains 3203 members 
Mstep: Class 19 contains 98677 members 
Mstep: Class 20 contains 60117 members 
Mstep: Class 21 contains 9698 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90953 members 
Mstep: Class 26 contains 194334 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941268.000000 Penalty: 61307.429688
Iteration 106Q: 29 clusters Score -3.594127e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78272 members 
Mstep: Class 7 contains 2727 members 
Mstep: Class 8 contains 32002 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4658 members 
Mstep: Class 11 contains 15099 members 
Mstep: Class 12 contains 6149 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 14019 members 
Mstep: Class 15 contains 8347 members 
Mstep: Class 16 contains 7999 members 
Mstep: Class 17 contains 8262 members 
Mstep: Class 18 contains 3204 members 
Mstep: Class 19 contains 98684 members 
Mstep: Class 20 contains 60117 members 
Mstep: Class 21 contains 9698 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90952 members 
Mstep: Class 26 contains 194322 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941308.000000 Penalty: 61307.429688
Iteration 107Q: 29 clusters Score -3.594131e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78268 members 
Mstep: Class 7 contains 2727 members 
Mstep: Class 8 contains 32002 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4658 members 
Mstep: Class 11 contains 15097 members 
Mstep: Class 12 contains 6151 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 14017 members 
Mstep: Class 15 contains 8347 members 
Mstep: Class 16 contains 8000 members 
Mstep: Class 17 contains 8262 members 
Mstep: Class 18 contains 3205 members 
Mstep: Class 19 contains 98693 members 
Mstep: Class 20 contains 60117 members 
Mstep: Class 21 contains 9698 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90953 members 
Mstep: Class 26 contains 194312 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941308.000000 Penalty: 61307.429688
Iteration 108Q: 29 clusters Score -3.594131e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78264 members 
Mstep: Class 7 contains 2727 members 
Mstep: Class 8 contains 32002 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4658 members 
Mstep: Class 11 contains 15094 members 
Mstep: Class 12 contains 6154 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 14016 members 
Mstep: Class 15 contains 8347 members 
Mstep: Class 16 contains 8000 members 
Mstep: Class 17 contains 8262 members 
Mstep: Class 18 contains 3207 members 
Mstep: Class 19 contains 98701 members 
Mstep: Class 20 contains 60117 members 
Mstep: Class 21 contains 9698 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 90954 members 
Mstep: Class 26 contains 194303 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941308.000000 Penalty: 61307.429688
Iteration 109Q: 29 clusters Score -3.594131e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78259 members 
Mstep: Class 7 contains 2727 members 
Mstep: Class 8 contains 32002 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4658 members 
Mstep: Class 11 contains 15092 members 
Mstep: Class 12 contains 6156 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 14014 members 
Mstep: Class 15 contains 8347 members 
Mstep: Class 16 contains 8001 members 
Mstep: Class 17 contains 8264 members 
Mstep: Class 18 contains 3207 members 
Mstep: Class 19 contains 98709 members 
Mstep: Class 20 contains 60117 members 
Mstep: Class 21 contains 9698 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 90954 members 
Mstep: Class 26 contains 194296 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941316.000000 Penalty: 61307.429688
Iteration 110Q: 29 clusters Score -3.594132e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78258 members 
Mstep: Class 7 contains 2727 members 
Mstep: Class 8 contains 31998 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4658 members 
Mstep: Class 11 contains 15088 members 
Mstep: Class 12 contains 6160 members 
Mstep: Class 13 contains 4357 members 
Mstep: Class 14 contains 14010 members 
Mstep: Class 15 contains 8347 members 
Mstep: Class 16 contains 8005 members 
Mstep: Class 17 contains 8265 members 
Mstep: Class 18 contains 3206 members 
Mstep: Class 19 contains 98718 members 
Mstep: Class 20 contains 60117 members 
Mstep: Class 21 contains 9699 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 90956 members 
Mstep: Class 26 contains 194285 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941264.000000 Penalty: 61307.429688
Iteration 111Q: 29 clusters Score -3.594126e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78259 members 
Mstep: Class 7 contains 2727 members 
Mstep: Class 8 contains 31991 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4658 members 
Mstep: Class 11 contains 15087 members 
Mstep: Class 12 contains 6167 members 
Mstep: Class 13 contains 4357 members 
Mstep: Class 14 contains 14005 members 
Mstep: Class 15 contains 8347 members 
Mstep: Class 16 contains 8007 members 
Mstep: Class 17 contains 8266 members 
Mstep: Class 18 contains 3207 members 
Mstep: Class 19 contains 98726 members 
Mstep: Class 20 contains 60117 members 
Mstep: Class 21 contains 9699 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 90956 members 
Mstep: Class 26 contains 194274 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941252.000000 Penalty: 61307.429688
Iteration 112Q: 29 clusters Score -3.594125e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78260 members 
Mstep: Class 7 contains 2727 members 
Mstep: Class 8 contains 31991 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4657 members 
Mstep: Class 11 contains 15086 members 
Mstep: Class 12 contains 6171 members 
Mstep: Class 13 contains 4358 members 
Mstep: Class 14 contains 13997 members 
Mstep: Class 15 contains 8347 members 
Mstep: Class 16 contains 8010 members 
Mstep: Class 17 contains 8268 members 
Mstep: Class 18 contains 3209 members 
Mstep: Class 19 contains 98732 members 
Mstep: Class 20 contains 60117 members 
Mstep: Class 21 contains 9698 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 90956 members 
Mstep: Class 26 contains 194263 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941252.000000 Penalty: 61307.429688
Iteration 113Q: 29 clusters Score -3.594125e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78253 members 
Mstep: Class 7 contains 2728 members 
Mstep: Class 8 contains 31990 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 15084 members 
Mstep: Class 12 contains 6173 members 
Mstep: Class 13 contains 4358 members 
Mstep: Class 14 contains 13990 members 
Mstep: Class 15 contains 8346 members 
Mstep: Class 16 contains 8012 members 
Mstep: Class 17 contains 8269 members 
Mstep: Class 18 contains 3210 members 
Mstep: Class 19 contains 98739 members 
Mstep: Class 20 contains 60117 members 
Mstep: Class 21 contains 9698 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 90956 members 
Mstep: Class 26 contains 194262 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941232.000000 Penalty: 61307.429688
Iteration 114Q: 29 clusters Score -3.594123e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78254 members 
Mstep: Class 7 contains 2728 members 
Mstep: Class 8 contains 31985 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 15083 members 
Mstep: Class 12 contains 6178 members 
Mstep: Class 13 contains 4358 members 
Mstep: Class 14 contains 13988 members 
Mstep: Class 15 contains 8345 members 
Mstep: Class 16 contains 8016 members 
Mstep: Class 17 contains 8268 members 
Mstep: Class 18 contains 3211 members 
Mstep: Class 19 contains 98738 members 
Mstep: Class 20 contains 60117 members 
Mstep: Class 21 contains 9699 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 90956 members 
Mstep: Class 26 contains 194257 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941240.000000 Penalty: 61307.429688
Iteration 115Q: 29 clusters Score -3.594124e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78254 members 
Mstep: Class 7 contains 2729 members 
Mstep: Class 8 contains 31981 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 15081 members 
Mstep: Class 12 contains 6181 members 
Mstep: Class 13 contains 4357 members 
Mstep: Class 14 contains 13982 members 
Mstep: Class 15 contains 8344 members 
Mstep: Class 16 contains 8021 members 
Mstep: Class 17 contains 8268 members 
Mstep: Class 18 contains 3211 members 
Mstep: Class 19 contains 98742 members 
Mstep: Class 20 contains 60117 members 
Mstep: Class 21 contains 9700 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2279 members 
Mstep: Class 25 contains 90957 members 
Mstep: Class 26 contains 194252 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941220.000000 Penalty: 61307.429688
Iteration 116Q: 29 clusters Score -3.594122e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78252 members 
Mstep: Class 7 contains 2729 members 
Mstep: Class 8 contains 31976 members 
Mstep: Class 9 contains 6639 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 15078 members 
Mstep: Class 12 contains 6186 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 13979 members 
Mstep: Class 15 contains 8344 members 
Mstep: Class 16 contains 8032 members 
Mstep: Class 17 contains 8268 members 
Mstep: Class 18 contains 3211 members 
Mstep: Class 19 contains 98744 members 
Mstep: Class 20 contains 60117 members 
Mstep: Class 21 contains 9699 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90953 members 
Mstep: Class 26 contains 194246 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941276.000000 Penalty: 61307.429688
Iteration 117Q: 29 clusters Score -3.594128e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78246 members 
Mstep: Class 7 contains 2729 members 
Mstep: Class 8 contains 31974 members 
Mstep: Class 9 contains 6639 members 
Mstep: Class 10 contains 4655 members 
Mstep: Class 11 contains 15075 members 
Mstep: Class 12 contains 6189 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 13978 members 
Mstep: Class 15 contains 8343 members 
Mstep: Class 16 contains 8046 members 
Mstep: Class 17 contains 8268 members 
Mstep: Class 18 contains 3210 members 
Mstep: Class 19 contains 98749 members 
Mstep: Class 20 contains 60116 members 
Mstep: Class 21 contains 9700 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90950 members 
Mstep: Class 26 contains 194236 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941308.000000 Penalty: 61307.429688
Iteration 118Q: 29 clusters Score -3.594131e+07 nChanged 50
Entering ConstructFrom: 
Score: -35941308.000000 Penalty: 61307.429688
Entering ConstructFrom: 
Trying to split cluster 1 (2406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Entering Unmasked Estep 
Score: -109052.046875 Penalty: 1265.179688
	Iteration 0F: 2 clusters Score -109052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -106736.109375 Penalty: 2530.359375
	Iteration 0F: 3 clusters Score -106736.1 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -107347.742188 Penalty: 2530.359375
	Iteration 1F: 3 clusters Score -107347.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -107551.085938 Penalty: 2530.359375
	Iteration 2F: 3 clusters Score -107551.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -107737.421875 Penalty: 2530.359375
	Iteration 3F: 3 clusters Score -107737.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -107982.656250 Penalty: 2530.359375
	Iteration 4F: 3 clusters Score -107982.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -108235.804688 Penalty: 2530.359375
	Iteration 5F: 3 clusters Score -108235.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -108439.789062 Penalty: 2530.359375
	Iteration 6F: 3 clusters Score -108439.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -108594.867188 Penalty: 2530.359375
	Iteration 7F: 3 clusters Score -108594.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -108706.843750 Penalty: 2530.359375
	Iteration 8Q: 3 clusters Score -108706.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -108786.242188 Penalty: 2530.359375
	Iteration 9Q: 3 clusters Score -108786.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -108839.101562 Penalty: 2530.359375
	Iteration 10Q: 3 clusters Score -108839.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -108867.085938 Penalty: 2530.359375
	Iteration 11Q: 3 clusters Score -108867.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -108886.445312 Penalty: 2530.359375
	Iteration 12Q: 3 clusters Score -108886.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -108893.937500 Penalty: 2530.359375
	Iteration 13Q: 3 clusters Score -108893.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -108897.726562 Penalty: 2530.359375
	Iteration 14Q: 3 clusters Score -108897.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -108900.117188 Penalty: 2530.359375
	Iteration 15Q: 3 clusters Score -108900.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -108904.039062 Penalty: 2530.359375
	Iteration 16Q: 3 clusters Score -108904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -108908.242188 Penalty: 2530.359375
	Iteration 17Q: 3 clusters Score -108908.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -108910.851562 Penalty: 2530.359375
	Iteration 18Q: 3 clusters Score -108910.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -108913.726562 Penalty: 2530.359375
	Iteration 19Q: 3 clusters Score -108913.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -108920.765625 Penalty: 2530.359375
	Iteration 20F: 3 clusters Score -108920.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -108924.914062 Penalty: 2530.359375
	Iteration 21Q: 3 clusters Score -108924.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -108927.632812 Penalty: 2530.359375
	Iteration 22Q: 3 clusters Score -108927.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -108927.921875 Penalty: 2530.359375
	Iteration 23Q: 3 clusters Score -108927.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -108927.921875 Penalty: 2530.359375
	Iteration 24F: 3 clusters Score -108927.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Entering Unmasked Estep 
Score: -64354.308594 Penalty: 1188.181519
	Iteration 0F: 2 clusters Score -64354.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -62574.851562 Penalty: 2376.363037
	Iteration 0F: 3 clusters Score -62574.85 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -63029.558594 Penalty: 2376.363037
	Iteration 1F: 3 clusters Score -63029.56 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -63286.820312 Penalty: 2376.363037
	Iteration 2F: 3 clusters Score -63286.82 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -63491.296875 Penalty: 2376.363037
	Iteration 3F: 3 clusters Score -63491.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -63624.398438 Penalty: 2376.363037
	Iteration 4F: 3 clusters Score -63624.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -63758.796875 Penalty: 2376.363037
	Iteration 5F: 3 clusters Score -63758.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -63945.085938 Penalty: 2376.363037
	Iteration 6F: 3 clusters Score -63945.09 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -64182.613281 Penalty: 2376.363037
	Iteration 7F: 3 clusters Score -64182.61 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -64309.625000 Penalty: 2376.363037
	Iteration 8Q: 3 clusters Score -64309.62 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -64386.050781 Penalty: 2376.363037
	Iteration 9Q: 3 clusters Score -64386.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -64416.570312 Penalty: 2376.363037
	Iteration 10Q: 3 clusters Score -64416.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -64431.585938 Penalty: 2376.363037
	Iteration 11Q: 3 clusters Score -64431.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -64446.070312 Penalty: 2376.363037
	Iteration 12Q: 3 clusters Score -64446.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -64454.562500 Penalty: 2376.363037
	Iteration 13Q: 3 clusters Score -64454.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -64459.203125 Penalty: 2376.363037
	Iteration 14Q: 3 clusters Score -64459.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -64461.097656 Penalty: 2376.363037
	Iteration 15Q: 3 clusters Score -64461.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -64464.507812 Penalty: 2376.363037
	Iteration 16Q: 3 clusters Score -64464.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -64466.144531 Penalty: 2376.363037
	Iteration 17Q: 3 clusters Score -64466.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -64467.726562 Penalty: 2376.363037
	Iteration 18Q: 3 clusters Score -64467.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -64469.625000 Penalty: 2376.363037
	Iteration 19Q: 3 clusters Score -64469.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -64471.410156 Penalty: 2376.363037
	Iteration 20F: 3 clusters Score -64471.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -64472.597656 Penalty: 2376.363037
	Iteration 21Q: 3 clusters Score -64472.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -64472.867188 Penalty: 2376.363037
	Iteration 22Q: 3 clusters Score -64472.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -64472.867188 Penalty: 2376.363037
	Iteration 23F: 3 clusters Score -64472.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 970 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78244 members 
Mstep: Class 7 contains 2730 members 
Mstep: Class 8 contains 31973 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4654 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 6192 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 13975 members 
Mstep: Class 15 contains 8344 members 
Mstep: Class 16 contains 8054 members 
Mstep: Class 17 contains 8267 members 
Mstep: Class 18 contains 3209 members 
Mstep: Class 19 contains 98756 members 
Mstep: Class 20 contains 60115 members 
Mstep: Class 21 contains 9700 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90950 members 
Mstep: Class 26 contains 194222 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4673 members 
Mstep: Class 29 contains 528 members 
Entering Unmasked Estep 
Score: -35940464.000000 Penalty: 63496.980469
Splitting cluster 2 changes total score from -35941308.000000 to -35940464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (7864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Entering Unmasked Estep 
Score: -402868.531250 Penalty: 1457.633301
	Iteration 0F: 2 clusters Score -402868.5 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 3936 members 
Entering Unmasked Estep 
Score: -397140.031250 Penalty: 2915.266602
	Iteration 0F: 3 clusters Score -397140 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -398901.093750 Penalty: 2915.266602
	Iteration 1F: 3 clusters Score -398901.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -399098.125000 Penalty: 2915.266602
	Iteration 2F: 3 clusters Score -399098.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -399306.562500 Penalty: 2915.266602
	Iteration 3F: 3 clusters Score -399306.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -399581.531250 Penalty: 2915.266602
	Iteration 4F: 3 clusters Score -399581.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -399925.656250 Penalty: 2915.266602
	Iteration 5F: 3 clusters Score -399925.7 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -400369.343750 Penalty: 2915.266602
	Iteration 6F: 3 clusters Score -400369.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -400804.406250 Penalty: 2915.266602
	Iteration 7F: 3 clusters Score -400804.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -401098.406250 Penalty: 2915.266602
	Iteration 8F: 3 clusters Score -401098.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -401314.062500 Penalty: 2915.266602
	Iteration 9Q: 3 clusters Score -401314.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -401478.625000 Penalty: 2915.266602
	Iteration 10Q: 3 clusters Score -401478.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -401589.562500 Penalty: 2915.266602
	Iteration 11Q: 3 clusters Score -401589.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -401674.218750 Penalty: 2915.266602
	Iteration 12Q: 3 clusters Score -401674.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -401739.656250 Penalty: 2915.266602
	Iteration 13Q: 3 clusters Score -401739.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -401781.437500 Penalty: 2915.266602
	Iteration 14Q: 3 clusters Score -401781.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -401813.500000 Penalty: 2915.266602
	Iteration 15Q: 3 clusters Score -401813.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -401840.937500 Penalty: 2915.266602
	Iteration 16Q: 3 clusters Score -401840.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -401856.156250 Penalty: 2915.266602
	Iteration 17Q: 3 clusters Score -401856.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -401874.593750 Penalty: 2915.266602
	Iteration 18Q: 3 clusters Score -401874.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -401890.125000 Penalty: 2915.266602
	Iteration 19Q: 3 clusters Score -401890.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -401905.093750 Penalty: 2915.266602
	Iteration 20F: 3 clusters Score -401905.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -401919.218750 Penalty: 2915.266602
	Iteration 21Q: 3 clusters Score -401919.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -401930.343750 Penalty: 2915.266602
	Iteration 22Q: 3 clusters Score -401930.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -401938.562500 Penalty: 2915.266602
	Iteration 23Q: 3 clusters Score -401938.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -401947.562500 Penalty: 2915.266602
	Iteration 24Q: 3 clusters Score -401947.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -401955.218750 Penalty: 2915.266602
	Iteration 25Q: 3 clusters Score -401955.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -401963.125000 Penalty: 2915.266602
	Iteration 26Q: 3 clusters Score -401963.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -401972.531250 Penalty: 2915.266602
	Iteration 27Q: 3 clusters Score -401972.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -401980.468750 Penalty: 2915.266602
	Iteration 28Q: 3 clusters Score -401980.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -401987.281250 Penalty: 2915.266602
	Iteration 29Q: 3 clusters Score -401987.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -401989.187500 Penalty: 2915.266602
	Iteration 30Q: 3 clusters Score -401989.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -401993.687500 Penalty: 2915.266602
	Iteration 31Q: 3 clusters Score -401993.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -401998.250000 Penalty: 2915.266602
	Iteration 32Q: 3 clusters Score -401998.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -402000.937500 Penalty: 2915.266602
	Iteration 33Q: 3 clusters Score -402000.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -402004.218750 Penalty: 2915.266602
	Iteration 34Q: 3 clusters Score -402004.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -402006.187500 Penalty: 2915.266602
	Iteration 35Q: 3 clusters Score -402006.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -402007.593750 Penalty: 2915.266602
	Iteration 36Q: 3 clusters Score -402007.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -402009.593750 Penalty: 2915.266602
	Iteration 37Q: 3 clusters Score -402009.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -402012.906250 Penalty: 2915.266602
	Iteration 38Q: 3 clusters Score -402012.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -402012.281250 Penalty: 2915.266602
	Iteration 39Q: 3 clusters Score -402012.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -402012.437500 Penalty: 2915.266602
	Iteration 40F: 3 clusters Score -402012.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -402013.468750 Penalty: 2915.266602
	Iteration 41Q: 3 clusters Score -402013.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -402014.468750 Penalty: 2915.266602
	Iteration 42Q: 3 clusters Score -402014.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -402014.312500 Penalty: 2915.266602
	Iteration 43Q: 3 clusters Score -402014.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -402014.312500 Penalty: 2915.266602
	Iteration 44F: 3 clusters Score -402014.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Entering Unmasked Estep 
Score: -300106.281250 Penalty: 1403.270264
	Iteration 0F: 2 clusters Score -300106.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -295728.312500 Penalty: 2806.540527
	Iteration 0F: 3 clusters Score -295728.3 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -296965.687500 Penalty: 2806.540527
	Iteration 1F: 3 clusters Score -296965.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -297149.750000 Penalty: 2806.540527
	Iteration 2F: 3 clusters Score -297149.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -297305.562500 Penalty: 2806.540527
	Iteration 3F: 3 clusters Score -297305.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -297478.218750 Penalty: 2806.540527
	Iteration 4F: 3 clusters Score -297478.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -297648.843750 Penalty: 2806.540527
	Iteration 5Q: 3 clusters Score -297648.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -297818.812500 Penalty: 2806.540527
	Iteration 6F: 3 clusters Score -297818.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -297987.062500 Penalty: 2806.540527
	Iteration 7Q: 3 clusters Score -297987.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -298163.312500 Penalty: 2806.540527
	Iteration 8Q: 3 clusters Score -298163.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -298341.781250 Penalty: 2806.540527
	Iteration 9Q: 3 clusters Score -298341.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -298488.281250 Penalty: 2806.540527
	Iteration 10Q: 3 clusters Score -298488.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -298622.593750 Penalty: 2806.540527
	Iteration 11Q: 3 clusters Score -298622.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -298714.875000 Penalty: 2806.540527
	Iteration 12Q: 3 clusters Score -298714.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -298792.312500 Penalty: 2806.540527
	Iteration 13Q: 3 clusters Score -298792.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -298855.812500 Penalty: 2806.540527
	Iteration 14Q: 3 clusters Score -298855.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -298892.500000 Penalty: 2806.540527
	Iteration 15Q: 3 clusters Score -298892.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -298917.375000 Penalty: 2806.540527
	Iteration 16Q: 3 clusters Score -298917.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -298930.968750 Penalty: 2806.540527
	Iteration 17Q: 3 clusters Score -298931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -298942.531250 Penalty: 2806.540527
	Iteration 18Q: 3 clusters Score -298942.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -298960.000000 Penalty: 2806.540527
	Iteration 19Q: 3 clusters Score -298960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -298965.625000 Penalty: 2806.540527
	Iteration 20F: 3 clusters Score -298965.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -298970.156250 Penalty: 2806.540527
	Iteration 21Q: 3 clusters Score -298970.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -298972.156250 Penalty: 2806.540527
	Iteration 22Q: 3 clusters Score -298972.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -298974.906250 Penalty: 2806.540527
	Iteration 23Q: 3 clusters Score -298974.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -298974.906250 Penalty: 2806.540527
	Iteration 24F: 3 clusters Score -298974.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Entering Unmasked Estep 
Score: -1493103.375000 Penalty: 1667.558105
	Iteration 0F: 2 clusters Score -1493103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1473787.875000 Penalty: 3335.116211
	Iteration 0F: 3 clusters Score -1473788 nChanged 13205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1480980.375000 Penalty: 3335.116211
	Iteration 1F: 3 clusters Score -1480980 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1481474.625000 Penalty: 3335.116211
	Iteration 2Q: 3 clusters Score -1481475 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1482257.375000 Penalty: 3335.116211
	Iteration 3F: 3 clusters Score -1482257 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1483517.125000 Penalty: 3335.116211
	Iteration 4F: 3 clusters Score -1483517 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1485269.750000 Penalty: 3335.116211
	Iteration 5F: 3 clusters Score -1485270 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1487341.375000 Penalty: 3335.116211
	Iteration 6F: 3 clusters Score -1487341 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1489034.875000 Penalty: 3335.116211
	Iteration 7F: 3 clusters Score -1489035 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1489971.875000 Penalty: 3335.116211
	Iteration 8F: 3 clusters Score -1489972 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1490426.375000 Penalty: 3335.116211
	Iteration 9Q: 3 clusters Score -1490426 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1490711.000000 Penalty: 3335.116211
	Iteration 10Q: 3 clusters Score -1490711 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1490919.500000 Penalty: 3335.116211
	Iteration 11Q: 3 clusters Score -1490920 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1491110.750000 Penalty: 3335.116211
	Iteration 12Q: 3 clusters Score -1491111 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1491281.500000 Penalty: 3335.116211
	Iteration 13Q: 3 clusters Score -1491282 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1491410.750000 Penalty: 3335.116211
	Iteration 14Q: 3 clusters Score -1491411 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1491532.625000 Penalty: 3335.116211
	Iteration 15Q: 3 clusters Score -1491533 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1491637.875000 Penalty: 3335.116211
	Iteration 16Q: 3 clusters Score -1491638 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1491707.500000 Penalty: 3335.116211
	Iteration 17Q: 3 clusters Score -1491708 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1491778.375000 Penalty: 3335.116211
	Iteration 18Q: 3 clusters Score -1491778 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1491833.500000 Penalty: 3335.116211
	Iteration 19Q: 3 clusters Score -1491834 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1491867.375000 Penalty: 3335.116211
	Iteration 20F: 3 clusters Score -1491867 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1491896.625000 Penalty: 3335.116211
	Iteration 21Q: 3 clusters Score -1491897 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1491920.375000 Penalty: 3335.116211
	Iteration 22Q: 3 clusters Score -1491920 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1491931.500000 Penalty: 3335.116211
	Iteration 23Q: 3 clusters Score -1491932 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1491940.125000 Penalty: 3335.116211
	Iteration 24Q: 3 clusters Score -1491940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1491953.375000 Penalty: 3335.116211
	Iteration 25Q: 3 clusters Score -1491953 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1491967.000000 Penalty: 3335.116211
	Iteration 26Q: 3 clusters Score -1491967 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1491971.875000 Penalty: 3335.116211
	Iteration 27Q: 3 clusters Score -1491972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1491980.000000 Penalty: 3335.116211
	Iteration 28Q: 3 clusters Score -1491980 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1491989.750000 Penalty: 3335.116211
	Iteration 29Q: 3 clusters Score -1491990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1491998.125000 Penalty: 3335.116211
	Iteration 30Q: 3 clusters Score -1491998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1492004.000000 Penalty: 3335.116211
	Iteration 31Q: 3 clusters Score -1492004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1492006.750000 Penalty: 3335.116211
	Iteration 32Q: 3 clusters Score -1492007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1492008.250000 Penalty: 3335.116211
	Iteration 33Q: 3 clusters Score -1492008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1492009.500000 Penalty: 3335.116211
	Iteration 34Q: 3 clusters Score -1492010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1492015.000000 Penalty: 3335.116211
	Iteration 35Q: 3 clusters Score -1492015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1492014.250000 Penalty: 3335.116211
	Iteration 36Q: 3 clusters Score -1492014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1492015.125000 Penalty: 3335.116211
	Iteration 37Q: 3 clusters Score -1492015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1492016.375000 Penalty: 3335.116211
	Iteration 38Q: 3 clusters Score -1492016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1492015.250000 Penalty: 3335.116211
	Iteration 39Q: 3 clusters Score -1492015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1492016.250000 Penalty: 3335.116211
	Iteration 40F: 3 clusters Score -1492016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1492021.375000 Penalty: 3335.116211
	Iteration 41Q: 3 clusters Score -1492021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1492019.875000 Penalty: 3335.116211
	Iteration 42Q: 3 clusters Score -1492020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1492021.000000 Penalty: 3335.116211
	Iteration 43Q: 3 clusters Score -1492021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1492024.375000 Penalty: 3335.116211
	Iteration 44Q: 3 clusters Score -1492024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1492024.500000 Penalty: 3335.116211
	Iteration 45Q: 3 clusters Score -1492024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1492024.625000 Penalty: 3335.116211
	Iteration 46Q: 3 clusters Score -1492025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1492024.625000 Penalty: 3335.116211
	Iteration 47Q: 3 clusters Score -1492025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1492024.625000 Penalty: 3335.116211
	Iteration 48Q: 3 clusters Score -1492025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1492026.375000 Penalty: 3335.116211
	Iteration 49Q: 3 clusters Score -1492026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1492025.125000 Penalty: 3335.116211
	Iteration 50Q: 3 clusters Score -1492025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1492025.000000 Penalty: 3335.116211
	Iteration 51Q: 3 clusters Score -1492025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1492025.000000 Penalty: 3335.116211
	Iteration 52F: 3 clusters Score -1492025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (78244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78244 members 
Entering Unmasked Estep 
Score: -4199744.000000 Penalty: 1830.983032
	Iteration 0F: 2 clusters Score -4199744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -4147744.750000 Penalty: 3661.966064
	Iteration 0F: 3 clusters Score -4147745 nChanged 36983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -4168878.500000 Penalty: 3661.966064
	Iteration 1F: 3 clusters Score -4168878 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -4169608.500000 Penalty: 3661.966064
	Iteration 2Q: 3 clusters Score -4169608 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -4170602.500000 Penalty: 3661.966064
	Iteration 3Q: 3 clusters Score -4170602 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -4171947.000000 Penalty: 3661.966064
	Iteration 4Q: 3 clusters Score -4171947 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -4173765.750000 Penalty: 3661.966064
	Iteration 5Q: 3 clusters Score -4173766 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -4176173.500000 Penalty: 3661.966064
	Iteration 6F: 3 clusters Score -4176174 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -4178934.750000 Penalty: 3661.966064
	Iteration 7F: 3 clusters Score -4178935 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -4181506.500000 Penalty: 3661.966064
	Iteration 8F: 3 clusters Score -4181506 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -4183649.500000 Penalty: 3661.966064
	Iteration 9F: 3 clusters Score -4183650 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -4185155.500000 Penalty: 3661.966064
	Iteration 10Q: 3 clusters Score -4185156 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -4186086.250000 Penalty: 3661.966064
	Iteration 11Q: 3 clusters Score -4186086 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 51147 members 
Entering Unmasked Estep 
Score: -4186629.750000 Penalty: 3661.966064
	Iteration 12Q: 3 clusters Score -4186630 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -4186944.250000 Penalty: 3661.966064
	Iteration 13Q: 3 clusters Score -4186944 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 52876 members 
Entering Unmasked Estep 
Score: -4187236.500000 Penalty: 3661.966064
	Iteration 14Q: 3 clusters Score -4187236 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -4187531.500000 Penalty: 3661.966064
	Iteration 15Q: 3 clusters Score -4187532 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 54706 members 
Entering Unmasked Estep 
Score: -4187823.250000 Penalty: 3661.966064
	Iteration 16Q: 3 clusters Score -4187823 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -4188179.250000 Penalty: 3661.966064
	Iteration 17Q: 3 clusters Score -4188179 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -4188559.000000 Penalty: 3661.966064
	Iteration 18Q: 3 clusters Score -4188559 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 57965 members 
Entering Unmasked Estep 
Score: -4188991.500000 Penalty: 3661.966064
	Iteration 19Q: 3 clusters Score -4188992 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 59114 members 
Entering Unmasked Estep 
Score: -4189443.750000 Penalty: 3661.966064
	Iteration 20F: 3 clusters Score -4189444 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 60322 members 
Entering Unmasked Estep 
Score: -4190001.500000 Penalty: 3661.966064
	Iteration 21Q: 3 clusters Score -4190002 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 61541 members 
Entering Unmasked Estep 
Score: -4190553.250000 Penalty: 3661.966064
	Iteration 22Q: 3 clusters Score -4190553 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 62707 members 
Entering Unmasked Estep 
Score: -4191034.000000 Penalty: 3661.966064
	Iteration 23Q: 3 clusters Score -4191034 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 63867 members 
Entering Unmasked Estep 
Score: -4191527.250000 Penalty: 3661.966064
	Iteration 24Q: 3 clusters Score -4191527 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 65032 members 
Entering Unmasked Estep 
Score: -4192051.750000 Penalty: 3661.966064
	Iteration 25Q: 3 clusters Score -4192052 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 66154 members 
Entering Unmasked Estep 
Score: -4192528.500000 Penalty: 3661.966064
	Iteration 26Q: 3 clusters Score -4192528 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 67301 members 
Entering Unmasked Estep 
Score: -4193044.750000 Penalty: 3661.966064
	Iteration 27Q: 3 clusters Score -4193045 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -4193522.000000 Penalty: 3661.966064
	Iteration 28Q: 3 clusters Score -4193522 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 69521 members 
Entering Unmasked Estep 
Score: -4194023.750000 Penalty: 3661.966064
	Iteration 29Q: 3 clusters Score -4194024 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 70594 members 
Entering Unmasked Estep 
Score: -4194609.000000 Penalty: 3661.966064
	Iteration 30Q: 3 clusters Score -4194609 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 71634 members 
Entering Unmasked Estep 
Score: -4195130.000000 Penalty: 3661.966064
	Iteration 31Q: 3 clusters Score -4195130 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 72618 members 
Entering Unmasked Estep 
Score: -4195614.500000 Penalty: 3661.966064
	Iteration 32Q: 3 clusters Score -4195614 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 73492 members 
Entering Unmasked Estep 
Score: -4196056.000000 Penalty: 3661.966064
	Iteration 33Q: 3 clusters Score -4196056 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 74274 members 
Entering Unmasked Estep 
Score: -4196478.500000 Penalty: 3661.966064
	Iteration 34Q: 3 clusters Score -4196478 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 74951 members 
Entering Unmasked Estep 
Score: -4196803.000000 Penalty: 3661.966064
	Iteration 35Q: 3 clusters Score -4196803 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 75511 members 
Entering Unmasked Estep 
Score: -4197102.500000 Penalty: 3661.966064
	Iteration 36Q: 3 clusters Score -4197102 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 75939 members 
Entering Unmasked Estep 
Score: -4197306.000000 Penalty: 3661.966064
	Iteration 37Q: 3 clusters Score -4197306 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 76318 members 
Entering Unmasked Estep 
Score: -4197483.000000 Penalty: 3661.966064
	Iteration 38Q: 3 clusters Score -4197483 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 76608 members 
Entering Unmasked Estep 
Score: -4197620.500000 Penalty: 3661.966064
	Iteration 39Q: 3 clusters Score -4197620 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 76858 members 
Entering Unmasked Estep 
Score: -4197759.500000 Penalty: 3661.966064
	Iteration 40F: 3 clusters Score -4197760 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 77053 members 
Entering Unmasked Estep 
Score: -4197859.500000 Penalty: 3661.966064
	Iteration 41Q: 3 clusters Score -4197860 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 77182 members 
Entering Unmasked Estep 
Score: -4197912.000000 Penalty: 3661.966064
	Iteration 42Q: 3 clusters Score -4197912 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 77285 members 
Entering Unmasked Estep 
Score: -4197988.000000 Penalty: 3661.966064
	Iteration 43Q: 3 clusters Score -4197988 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 77364 members 
Entering Unmasked Estep 
Score: -4198032.000000 Penalty: 3661.966064
	Iteration 44Q: 3 clusters Score -4198032 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 77436 members 
Entering Unmasked Estep 
Score: -4198065.000000 Penalty: 3661.966064
	Iteration 45Q: 3 clusters Score -4198065 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 77496 members 
Entering Unmasked Estep 
Score: -4198102.500000 Penalty: 3661.966064
	Iteration 46Q: 3 clusters Score -4198102 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 77531 members 
Entering Unmasked Estep 
Score: -4198122.000000 Penalty: 3661.966064
	Iteration 47Q: 3 clusters Score -4198122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 77552 members 
Entering Unmasked Estep 
Score: -4198130.500000 Penalty: 3661.966064
	Iteration 48Q: 3 clusters Score -4198130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 77570 members 
Entering Unmasked Estep 
Score: -4198141.500000 Penalty: 3661.966064
	Iteration 49Q: 3 clusters Score -4198142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 77583 members 
Entering Unmasked Estep 
Score: -4198139.500000 Penalty: 3661.966064
	Iteration 50Q: 3 clusters Score -4198140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 77598 members 
Entering Unmasked Estep 
Score: -4198144.000000 Penalty: 3661.966064
	Iteration 51Q: 3 clusters Score -4198144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 77611 members 
Entering Unmasked Estep 
Score: -4198160.500000 Penalty: 3661.966064
	Iteration 52Q: 3 clusters Score -4198160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 77630 members 
Entering Unmasked Estep 
Score: -4198170.500000 Penalty: 3661.966064
	Iteration 53Q: 3 clusters Score -4198170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 77648 members 
Entering Unmasked Estep 
Score: -4198184.000000 Penalty: 3661.966064
	Iteration 54Q: 3 clusters Score -4198184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 77660 members 
Entering Unmasked Estep 
Score: -4198185.500000 Penalty: 3661.966064
	Iteration 55Q: 3 clusters Score -4198186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 77672 members 
Entering Unmasked Estep 
Score: -4198202.500000 Penalty: 3661.966064
	Iteration 56Q: 3 clusters Score -4198202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 77685 members 
Entering Unmasked Estep 
Score: -4198208.500000 Penalty: 3661.966064
	Iteration 57Q: 3 clusters Score -4198208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 77687 members 
Entering Unmasked Estep 
Score: -4198212.000000 Penalty: 3661.966064
	Iteration 58Q: 3 clusters Score -4198212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 77689 members 
Entering Unmasked Estep 
Score: -4198219.000000 Penalty: 3661.966064
	Iteration 59Q: 3 clusters Score -4198219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 77689 members 
Entering Unmasked Estep 
Score: -4198212.500000 Penalty: 3661.966064
	Iteration 60F: 3 clusters Score -4198212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 77691 members 
Entering Unmasked Estep 
Score: -4198217.500000 Penalty: 3661.966064
	Iteration 61Q: 3 clusters Score -4198218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 77691 members 
Entering Unmasked Estep 
Score: -4198219.000000 Penalty: 3661.966064
	Iteration 62Q: 3 clusters Score -4198219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 77689 members 
Entering Unmasked Estep 
Score: -4198216.500000 Penalty: 3661.966064
	Iteration 63Q: 3 clusters Score -4198216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 77689 members 
Entering Unmasked Estep 
Score: -4198216.500000 Penalty: 3661.966064
	Iteration 64F: 3 clusters Score -4198216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Entering Unmasked Estep 
Score: -102148.828125 Penalty: 1285.709229
	Iteration 0F: 2 clusters Score -102148.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -99604.710938 Penalty: 2571.418457
	Iteration 0F: 3 clusters Score -99604.71 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -100248.757812 Penalty: 2571.418457
	Iteration 1F: 3 clusters Score -100248.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -100456.218750 Penalty: 2571.418457
	Iteration 2F: 3 clusters Score -100456.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -100737.734375 Penalty: 2571.418457
	Iteration 3F: 3 clusters Score -100737.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -101024.015625 Penalty: 2571.418457
	Iteration 4F: 3 clusters Score -101024 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -101224.718750 Penalty: 2571.418457
	Iteration 5F: 3 clusters Score -101224.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -101360.156250 Penalty: 2571.418457
	Iteration 6F: 3 clusters Score -101360.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -101447.617188 Penalty: 2571.418457
	Iteration 7Q: 3 clusters Score -101447.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -101506.140625 Penalty: 2571.418457
	Iteration 8Q: 3 clusters Score -101506.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -101535.453125 Penalty: 2571.418457
	Iteration 9Q: 3 clusters Score -101535.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -101552.843750 Penalty: 2571.418457
	Iteration 10Q: 3 clusters Score -101552.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -101562.226562 Penalty: 2571.418457
	Iteration 11Q: 3 clusters Score -101562.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -101564.867188 Penalty: 2571.418457
	Iteration 12Q: 3 clusters Score -101564.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -101566.234375 Penalty: 2571.418457
	Iteration 13Q: 3 clusters Score -101566.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -101567.648438 Penalty: 2571.418457
	Iteration 14Q: 3 clusters Score -101567.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -101569.890625 Penalty: 2571.418457
	Iteration 15Q: 3 clusters Score -101569.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -101570.632812 Penalty: 2571.418457
	Iteration 16Q: 3 clusters Score -101570.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -101573.234375 Penalty: 2571.418457
	Iteration 17Q: 3 clusters Score -101573.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -101575.656250 Penalty: 2571.418457
	Iteration 18Q: 3 clusters Score -101575.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -101577.500000 Penalty: 2571.418457
	Iteration 19Q: 3 clusters Score -101577.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -101580.132812 Penalty: 2571.418457
	Iteration 20F: 3 clusters Score -101580.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -101581.085938 Penalty: 2571.418457
	Iteration 21Q: 3 clusters Score -101581.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -101582.718750 Penalty: 2571.418457
	Iteration 22Q: 3 clusters Score -101582.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -101585.242188 Penalty: 2571.418457
	Iteration 23Q: 3 clusters Score -101585.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -101588.812500 Penalty: 2571.418457
	Iteration 24Q: 3 clusters Score -101588.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -101591.273438 Penalty: 2571.418457
	Iteration 25Q: 3 clusters Score -101591.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -101591.921875 Penalty: 2571.418457
	Iteration 26Q: 3 clusters Score -101591.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -101592.703125 Penalty: 2571.418457
	Iteration 27Q: 3 clusters Score -101592.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -101593.945312 Penalty: 2571.418457
	Iteration 28Q: 3 clusters Score -101593.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -101594.367188 Penalty: 2571.418457
	Iteration 29Q: 3 clusters Score -101594.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -101594.367188 Penalty: 2571.418457
	Iteration 30F: 3 clusters Score -101594.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Entering Unmasked Estep 
Score: -1650963.125000 Penalty: 1685.555176
	Iteration 0F: 2 clusters Score -1650963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -1629407.750000 Penalty: 3371.110352
	Iteration 0F: 3 clusters Score -1629408 nChanged 14769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1637928.625000 Penalty: 3371.110352
	Iteration 1F: 3 clusters Score -1637929 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1638833.750000 Penalty: 3371.110352
	Iteration 2F: 3 clusters Score -1638834 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1640150.250000 Penalty: 3371.110352
	Iteration 3F: 3 clusters Score -1640150 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1641989.250000 Penalty: 3371.110352
	Iteration 4F: 3 clusters Score -1641989 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1644104.750000 Penalty: 3371.110352
	Iteration 5F: 3 clusters Score -1644105 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1646022.375000 Penalty: 3371.110352
	Iteration 6F: 3 clusters Score -1646022 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1647457.375000 Penalty: 3371.110352
	Iteration 7Q: 3 clusters Score -1647457 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1648291.500000 Penalty: 3371.110352
	Iteration 8Q: 3 clusters Score -1648292 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1648744.875000 Penalty: 3371.110352
	Iteration 9Q: 3 clusters Score -1648745 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1649001.250000 Penalty: 3371.110352
	Iteration 10Q: 3 clusters Score -1649001 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1649151.625000 Penalty: 3371.110352
	Iteration 11Q: 3 clusters Score -1649152 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1649245.875000 Penalty: 3371.110352
	Iteration 12Q: 3 clusters Score -1649246 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1649321.375000 Penalty: 3371.110352
	Iteration 13Q: 3 clusters Score -1649321 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1649372.250000 Penalty: 3371.110352
	Iteration 14Q: 3 clusters Score -1649372 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1649416.000000 Penalty: 3371.110352
	Iteration 15Q: 3 clusters Score -1649416 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1649439.625000 Penalty: 3371.110352
	Iteration 16Q: 3 clusters Score -1649440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1649455.875000 Penalty: 3371.110352
	Iteration 17Q: 3 clusters Score -1649456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1649470.000000 Penalty: 3371.110352
	Iteration 18Q: 3 clusters Score -1649470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1649481.375000 Penalty: 3371.110352
	Iteration 19Q: 3 clusters Score -1649481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1649488.875000 Penalty: 3371.110352
	Iteration 20F: 3 clusters Score -1649489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1649495.000000 Penalty: 3371.110352
	Iteration 21Q: 3 clusters Score -1649495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1649509.875000 Penalty: 3371.110352
	Iteration 22Q: 3 clusters Score -1649510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1649516.000000 Penalty: 3371.110352
	Iteration 23Q: 3 clusters Score -1649516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1649525.125000 Penalty: 3371.110352
	Iteration 24Q: 3 clusters Score -1649525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1649527.625000 Penalty: 3371.110352
	Iteration 25Q: 3 clusters Score -1649528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1649542.625000 Penalty: 3371.110352
	Iteration 26Q: 3 clusters Score -1649543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1649548.875000 Penalty: 3371.110352
	Iteration 27Q: 3 clusters Score -1649549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1649550.750000 Penalty: 3371.110352
	Iteration 28Q: 3 clusters Score -1649551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1649555.125000 Penalty: 3371.110352
	Iteration 29Q: 3 clusters Score -1649555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1649554.750000 Penalty: 3371.110352
	Iteration 30Q: 3 clusters Score -1649555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1649554.375000 Penalty: 3371.110352
	Iteration 31Q: 3 clusters Score -1649554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1649555.125000 Penalty: 3371.110352
	Iteration 32Q: 3 clusters Score -1649555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1649556.250000 Penalty: 3371.110352
	Iteration 33Q: 3 clusters Score -1649556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1649555.250000 Penalty: 3371.110352
	Iteration 34Q: 3 clusters Score -1649555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1649555.250000 Penalty: 3371.110352
	Iteration 35F: 3 clusters Score -1649555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Entering Unmasked Estep 
Score: -347263.968750 Penalty: 1430.140869
	Iteration 0F: 2 clusters Score -347264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -342235.468750 Penalty: 2860.281738
	Iteration 0F: 3 clusters Score -342235.5 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -343718.906250 Penalty: 2860.281738
	Iteration 1F: 3 clusters Score -343718.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -343910.281250 Penalty: 2860.281738
	Iteration 2F: 3 clusters Score -343910.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -344049.250000 Penalty: 2860.281738
	Iteration 3F: 3 clusters Score -344049.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -344168.656250 Penalty: 2860.281738
	Iteration 4Q: 3 clusters Score -344168.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -344293.656250 Penalty: 2860.281738
	Iteration 5Q: 3 clusters Score -344293.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -344437.562500 Penalty: 2860.281738
	Iteration 6Q: 3 clusters Score -344437.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -344581.468750 Penalty: 2860.281738
	Iteration 7Q: 3 clusters Score -344581.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -344725.281250 Penalty: 2860.281738
	Iteration 8Q: 3 clusters Score -344725.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -344886.031250 Penalty: 2860.281738
	Iteration 9Q: 3 clusters Score -344886 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -345050.062500 Penalty: 2860.281738
	Iteration 10Q: 3 clusters Score -345050.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -345214.687500 Penalty: 2860.281738
	Iteration 11Q: 3 clusters Score -345214.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -345370.562500 Penalty: 2860.281738
	Iteration 12Q: 3 clusters Score -345370.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -345509.281250 Penalty: 2860.281738
	Iteration 13Q: 3 clusters Score -345509.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -345629.125000 Penalty: 2860.281738
	Iteration 14Q: 3 clusters Score -345629.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -345724.406250 Penalty: 2860.281738
	Iteration 15Q: 3 clusters Score -345724.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -345800.125000 Penalty: 2860.281738
	Iteration 16Q: 3 clusters Score -345800.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -345857.062500 Penalty: 2860.281738
	Iteration 17Q: 3 clusters Score -345857.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -345909.906250 Penalty: 2860.281738
	Iteration 18Q: 3 clusters Score -345909.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -345955.531250 Penalty: 2860.281738
	Iteration 19Q: 3 clusters Score -345955.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -345993.156250 Penalty: 2860.281738
	Iteration 20F: 3 clusters Score -345993.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -346025.218750 Penalty: 2860.281738
	Iteration 21Q: 3 clusters Score -346025.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -346045.531250 Penalty: 2860.281738
	Iteration 22Q: 3 clusters Score -346045.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -346063.687500 Penalty: 2860.281738
	Iteration 23Q: 3 clusters Score -346063.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -346073.281250 Penalty: 2860.281738
	Iteration 24Q: 3 clusters Score -346073.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -346081.406250 Penalty: 2860.281738
	Iteration 25Q: 3 clusters Score -346081.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -346086.906250 Penalty: 2860.281738
	Iteration 26Q: 3 clusters Score -346086.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -346092.843750 Penalty: 2860.281738
	Iteration 27Q: 3 clusters Score -346092.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -346095.343750 Penalty: 2860.281738
	Iteration 28Q: 3 clusters Score -346095.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -346099.937500 Penalty: 2860.281738
	Iteration 29Q: 3 clusters Score -346099.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -346101.062500 Penalty: 2860.281738
	Iteration 30Q: 3 clusters Score -346101.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -346104.187500 Penalty: 2860.281738
	Iteration 31Q: 3 clusters Score -346104.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -346106.000000 Penalty: 2860.281738
	Iteration 32Q: 3 clusters Score -346106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -346108.656250 Penalty: 2860.281738
	Iteration 33Q: 3 clusters Score -346108.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -346112.437500 Penalty: 2860.281738
	Iteration 34Q: 3 clusters Score -346112.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -346120.062500 Penalty: 2860.281738
	Iteration 35Q: 3 clusters Score -346120.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -346126.156250 Penalty: 2860.281738
	Iteration 36Q: 3 clusters Score -346126.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -346133.187500 Penalty: 2860.281738
	Iteration 37Q: 3 clusters Score -346133.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -346137.187500 Penalty: 2860.281738
	Iteration 38Q: 3 clusters Score -346137.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -346138.531250 Penalty: 2860.281738
	Iteration 39Q: 3 clusters Score -346138.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -346140.968750 Penalty: 2860.281738
	Iteration 40F: 3 clusters Score -346141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -346142.968750 Penalty: 2860.281738
	Iteration 41Q: 3 clusters Score -346143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -346143.906250 Penalty: 2860.281738
	Iteration 42Q: 3 clusters Score -346143.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -346143.906250 Penalty: 2860.281738
	Iteration 43F: 3 clusters Score -346143.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Entering Unmasked Estep 
Score: -230795.609375 Penalty: 1372.390869
	Iteration 0F: 2 clusters Score -230795.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -227027.125000 Penalty: 2744.781738
	Iteration 0F: 3 clusters Score -227027.1 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -228106.203125 Penalty: 2744.781738
	Iteration 1F: 3 clusters Score -228106.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -228410.468750 Penalty: 2744.781738
	Iteration 2F: 3 clusters Score -228410.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -228683.343750 Penalty: 2744.781738
	Iteration 3F: 3 clusters Score -228683.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -228944.234375 Penalty: 2744.781738
	Iteration 4F: 3 clusters Score -228944.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -229178.000000 Penalty: 2744.781738
	Iteration 5F: 3 clusters Score -229178 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -229379.546875 Penalty: 2744.781738
	Iteration 6F: 3 clusters Score -229379.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -229552.187500 Penalty: 2744.781738
	Iteration 7Q: 3 clusters Score -229552.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -229705.171875 Penalty: 2744.781738
	Iteration 8Q: 3 clusters Score -229705.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -229851.234375 Penalty: 2744.781738
	Iteration 9Q: 3 clusters Score -229851.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -229963.828125 Penalty: 2744.781738
	Iteration 10Q: 3 clusters Score -229963.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -230041.656250 Penalty: 2744.781738
	Iteration 11Q: 3 clusters Score -230041.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -230093.156250 Penalty: 2744.781738
	Iteration 12Q: 3 clusters Score -230093.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -230138.234375 Penalty: 2744.781738
	Iteration 13Q: 3 clusters Score -230138.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -230180.687500 Penalty: 2744.781738
	Iteration 14Q: 3 clusters Score -230180.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -230212.500000 Penalty: 2744.781738
	Iteration 15Q: 3 clusters Score -230212.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -230231.859375 Penalty: 2744.781738
	Iteration 16Q: 3 clusters Score -230231.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -230240.828125 Penalty: 2744.781738
	Iteration 17Q: 3 clusters Score -230240.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -230244.781250 Penalty: 2744.781738
	Iteration 18Q: 3 clusters Score -230244.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -230248.015625 Penalty: 2744.781738
	Iteration 19Q: 3 clusters Score -230248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -230251.359375 Penalty: 2744.781738
	Iteration 20F: 3 clusters Score -230251.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -230252.953125 Penalty: 2744.781738
	Iteration 21Q: 3 clusters Score -230253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -230253.015625 Penalty: 2744.781738
	Iteration 22Q: 3 clusters Score -230253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -230253.312500 Penalty: 2744.781738
	Iteration 23Q: 3 clusters Score -230253.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -230253.312500 Penalty: 2744.781738
	Iteration 24Q: 3 clusters Score -230253.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -230253.312500 Penalty: 2744.781738
	Iteration 25F: 3 clusters Score -230253.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Entering Unmasked Estep 
Score: -817892.187500 Penalty: 1563.346558
	Iteration 0F: 2 clusters Score -817892.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -807399.750000 Penalty: 3126.693115
	Iteration 0F: 3 clusters Score -807399.8 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -811130.875000 Penalty: 3126.693115
	Iteration 1F: 3 clusters Score -811130.9 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -811501.250000 Penalty: 3126.693115
	Iteration 2F: 3 clusters Score -811501.2 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -811878.750000 Penalty: 3126.693115
	Iteration 3F: 3 clusters Score -811878.8 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -812346.500000 Penalty: 3126.693115
	Iteration 4F: 3 clusters Score -812346.5 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -812898.812500 Penalty: 3126.693115
	Iteration 5F: 3 clusters Score -812898.8 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -813448.375000 Penalty: 3126.693115
	Iteration 6F: 3 clusters Score -813448.4 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -814032.750000 Penalty: 3126.693115
	Iteration 7F: 3 clusters Score -814032.8 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -814661.625000 Penalty: 3126.693115
	Iteration 8F: 3 clusters Score -814661.6 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -815193.875000 Penalty: 3126.693115
	Iteration 9Q: 3 clusters Score -815193.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -815668.875000 Penalty: 3126.693115
	Iteration 10Q: 3 clusters Score -815668.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -815987.812500 Penalty: 3126.693115
	Iteration 11Q: 3 clusters Score -815987.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -816203.500000 Penalty: 3126.693115
	Iteration 12Q: 3 clusters Score -816203.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -816318.687500 Penalty: 3126.693115
	Iteration 13Q: 3 clusters Score -816318.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -816384.500000 Penalty: 3126.693115
	Iteration 14Q: 3 clusters Score -816384.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -816425.125000 Penalty: 3126.693115
	Iteration 15Q: 3 clusters Score -816425.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -816460.750000 Penalty: 3126.693115
	Iteration 16Q: 3 clusters Score -816460.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -816489.000000 Penalty: 3126.693115
	Iteration 17Q: 3 clusters Score -816489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -816508.500000 Penalty: 3126.693115
	Iteration 18Q: 3 clusters Score -816508.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -816529.625000 Penalty: 3126.693115
	Iteration 19Q: 3 clusters Score -816529.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -816542.625000 Penalty: 3126.693115
	Iteration 20F: 3 clusters Score -816542.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -816547.187500 Penalty: 3126.693115
	Iteration 21Q: 3 clusters Score -816547.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -816550.000000 Penalty: 3126.693115
	Iteration 22Q: 3 clusters Score -816550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -816554.000000 Penalty: 3126.693115
	Iteration 23Q: 3 clusters Score -816554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -816554.937500 Penalty: 3126.693115
	Iteration 24Q: 3 clusters Score -816554.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -816555.937500 Penalty: 3126.693115
	Iteration 25Q: 3 clusters Score -816555.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -816558.062500 Penalty: 3126.693115
	Iteration 26Q: 3 clusters Score -816558.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -816558.062500 Penalty: 3126.693115
	Iteration 27F: 3 clusters Score -816558.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Entering Unmasked Estep 
Score: -307356.125000 Penalty: 1418.789673
	Iteration 0F: 2 clusters Score -307356.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -302684.750000 Penalty: 2837.579346
	Iteration 0F: 3 clusters Score -302684.8 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -304134.625000 Penalty: 2837.579346
	Iteration 1F: 3 clusters Score -304134.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -304414.250000 Penalty: 2837.579346
	Iteration 2F: 3 clusters Score -304414.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -304618.062500 Penalty: 2837.579346
	Iteration 3F: 3 clusters Score -304618.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -304775.750000 Penalty: 2837.579346
	Iteration 4Q: 3 clusters Score -304775.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -304921.281250 Penalty: 2837.579346
	Iteration 5Q: 3 clusters Score -304921.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -305062.000000 Penalty: 2837.579346
	Iteration 6Q: 3 clusters Score -305062 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -305263.750000 Penalty: 2837.579346
	Iteration 7Q: 3 clusters Score -305263.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -305576.343750 Penalty: 2837.579346
	Iteration 8Q: 3 clusters Score -305576.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -305867.156250 Penalty: 2837.579346
	Iteration 9F: 3 clusters Score -305867.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -306134.562500 Penalty: 2837.579346
	Iteration 10F: 3 clusters Score -306134.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -306405.375000 Penalty: 2837.579346
	Iteration 11Q: 3 clusters Score -306405.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -306636.687500 Penalty: 2837.579346
	Iteration 12Q: 3 clusters Score -306636.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -306843.812500 Penalty: 2837.579346
	Iteration 13Q: 3 clusters Score -306843.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -306977.468750 Penalty: 2837.579346
	Iteration 14Q: 3 clusters Score -306977.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -307074.687500 Penalty: 2837.579346
	Iteration 15Q: 3 clusters Score -307074.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -307134.843750 Penalty: 2837.579346
	Iteration 16Q: 3 clusters Score -307134.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -307168.781250 Penalty: 2837.579346
	Iteration 17Q: 3 clusters Score -307168.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -307195.125000 Penalty: 2837.579346
	Iteration 18Q: 3 clusters Score -307195.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -307211.625000 Penalty: 2837.579346
	Iteration 19Q: 3 clusters Score -307211.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -307225.312500 Penalty: 2837.579346
	Iteration 20F: 3 clusters Score -307225.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -307236.031250 Penalty: 2837.579346
	Iteration 21Q: 3 clusters Score -307236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -307242.375000 Penalty: 2837.579346
	Iteration 22Q: 3 clusters Score -307242.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -307247.406250 Penalty: 2837.579346
	Iteration 23Q: 3 clusters Score -307247.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -307250.500000 Penalty: 2837.579346
	Iteration 24Q: 3 clusters Score -307250.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -307252.343750 Penalty: 2837.579346
	Iteration 25Q: 3 clusters Score -307252.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -307254.250000 Penalty: 2837.579346
	Iteration 26Q: 3 clusters Score -307254.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -307257.156250 Penalty: 2837.579346
	Iteration 27Q: 3 clusters Score -307257.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -307258.531250 Penalty: 2837.579346
	Iteration 28Q: 3 clusters Score -307258.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -307259.937500 Penalty: 2837.579346
	Iteration 29Q: 3 clusters Score -307259.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -307259.937500 Penalty: 2837.579346
	Iteration 30F: 3 clusters Score -307259.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Entering Unmasked Estep 
Score: -207120.250000 Penalty: 1361.637817
	Iteration 0F: 2 clusters Score -207120.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -203555.203125 Penalty: 2723.275635
	Iteration 0F: 3 clusters Score -203555.2 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -204612.421875 Penalty: 2723.275635
	Iteration 1F: 3 clusters Score -204612.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -204907.703125 Penalty: 2723.275635
	Iteration 2F: 3 clusters Score -204907.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -205176.437500 Penalty: 2723.275635
	Iteration 3F: 3 clusters Score -205176.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -205395.843750 Penalty: 2723.275635
	Iteration 4F: 3 clusters Score -205395.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -205553.375000 Penalty: 2723.275635
	Iteration 5F: 3 clusters Score -205553.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -205675.421875 Penalty: 2723.275635
	Iteration 6Q: 3 clusters Score -205675.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -205765.500000 Penalty: 2723.275635
	Iteration 7Q: 3 clusters Score -205765.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -205842.640625 Penalty: 2723.275635
	Iteration 8Q: 3 clusters Score -205842.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -205900.000000 Penalty: 2723.275635
	Iteration 9Q: 3 clusters Score -205900 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -205942.140625 Penalty: 2723.275635
	Iteration 10Q: 3 clusters Score -205942.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -205972.375000 Penalty: 2723.275635
	Iteration 11Q: 3 clusters Score -205972.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -205985.359375 Penalty: 2723.275635
	Iteration 12Q: 3 clusters Score -205985.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -205993.750000 Penalty: 2723.275635
	Iteration 13Q: 3 clusters Score -205993.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -206003.921875 Penalty: 2723.275635
	Iteration 14Q: 3 clusters Score -206003.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -206011.203125 Penalty: 2723.275635
	Iteration 15Q: 3 clusters Score -206011.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -206017.968750 Penalty: 2723.275635
	Iteration 16Q: 3 clusters Score -206018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -206022.187500 Penalty: 2723.275635
	Iteration 17Q: 3 clusters Score -206022.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -206025.500000 Penalty: 2723.275635
	Iteration 18Q: 3 clusters Score -206025.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -206029.453125 Penalty: 2723.275635
	Iteration 19Q: 3 clusters Score -206029.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -206032.593750 Penalty: 2723.275635
	Iteration 20F: 3 clusters Score -206032.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -206036.000000 Penalty: 2723.275635
	Iteration 21Q: 3 clusters Score -206036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -206039.484375 Penalty: 2723.275635
	Iteration 22Q: 3 clusters Score -206039.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -206042.312500 Penalty: 2723.275635
	Iteration 23Q: 3 clusters Score -206042.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -206045.484375 Penalty: 2723.275635
	Iteration 24Q: 3 clusters Score -206045.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -206050.187500 Penalty: 2723.275635
	Iteration 25Q: 3 clusters Score -206050.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -206055.578125 Penalty: 2723.275635
	Iteration 26Q: 3 clusters Score -206055.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -206061.046875 Penalty: 2723.275635
	Iteration 27Q: 3 clusters Score -206061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -206066.796875 Penalty: 2723.275635
	Iteration 28Q: 3 clusters Score -206066.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -206071.312500 Penalty: 2723.275635
	Iteration 29Q: 3 clusters Score -206071.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -206074.843750 Penalty: 2723.275635
	Iteration 30Q: 3 clusters Score -206074.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -206079.218750 Penalty: 2723.275635
	Iteration 31Q: 3 clusters Score -206079.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -206083.109375 Penalty: 2723.275635
	Iteration 32Q: 3 clusters Score -206083.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -206086.656250 Penalty: 2723.275635
	Iteration 33Q: 3 clusters Score -206086.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -206091.156250 Penalty: 2723.275635
	Iteration 34Q: 3 clusters Score -206091.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -206096.046875 Penalty: 2723.275635
	Iteration 35Q: 3 clusters Score -206096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -206101.156250 Penalty: 2723.275635
	Iteration 36Q: 3 clusters Score -206101.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -206105.296875 Penalty: 2723.275635
	Iteration 37Q: 3 clusters Score -206105.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -206106.625000 Penalty: 2723.275635
	Iteration 38Q: 3 clusters Score -206106.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -206109.640625 Penalty: 2723.275635
	Iteration 39Q: 3 clusters Score -206109.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -206114.093750 Penalty: 2723.275635
	Iteration 40F: 3 clusters Score -206114.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -206120.046875 Penalty: 2723.275635
	Iteration 41Q: 3 clusters Score -206120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -206122.390625 Penalty: 2723.275635
	Iteration 42Q: 3 clusters Score -206122.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -206124.796875 Penalty: 2723.275635
	Iteration 43Q: 3 clusters Score -206124.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -206127.296875 Penalty: 2723.275635
	Iteration 44Q: 3 clusters Score -206127.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -206129.140625 Penalty: 2723.275635
	Iteration 45Q: 3 clusters Score -206129.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -206130.578125 Penalty: 2723.275635
	Iteration 46Q: 3 clusters Score -206130.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -206132.218750 Penalty: 2723.275635
	Iteration 47Q: 3 clusters Score -206132.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -206135.093750 Penalty: 2723.275635
	Iteration 48Q: 3 clusters Score -206135.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -206137.359375 Penalty: 2723.275635
	Iteration 49Q: 3 clusters Score -206137.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -206139.578125 Penalty: 2723.275635
	Iteration 50Q: 3 clusters Score -206139.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -206141.312500 Penalty: 2723.275635
	Iteration 51Q: 3 clusters Score -206141.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -206142.562500 Penalty: 2723.275635
	Iteration 52Q: 3 clusters Score -206142.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -206146.203125 Penalty: 2723.275635
	Iteration 53Q: 3 clusters Score -206146.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -206151.703125 Penalty: 2723.275635
	Iteration 54Q: 3 clusters Score -206151.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -206155.953125 Penalty: 2723.275635
	Iteration 55Q: 3 clusters Score -206156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -206160.968750 Penalty: 2723.275635
	Iteration 56Q: 3 clusters Score -206161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -206168.125000 Penalty: 2723.275635
	Iteration 57Q: 3 clusters Score -206168.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -206174.953125 Penalty: 2723.275635
	Iteration 58Q: 3 clusters Score -206175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -206180.671875 Penalty: 2723.275635
	Iteration 59Q: 3 clusters Score -206180.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -206185.046875 Penalty: 2723.275635
	Iteration 60F: 3 clusters Score -206185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -206189.343750 Penalty: 2723.275635
	Iteration 61Q: 3 clusters Score -206189.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -206191.312500 Penalty: 2723.275635
	Iteration 62Q: 3 clusters Score -206191.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -206193.218750 Penalty: 2723.275635
	Iteration 63Q: 3 clusters Score -206193.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -206196.156250 Penalty: 2723.275635
	Iteration 64Q: 3 clusters Score -206196.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -206199.312500 Penalty: 2723.275635
	Iteration 65Q: 3 clusters Score -206199.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -206200.890625 Penalty: 2723.275635
	Iteration 66Q: 3 clusters Score -206200.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -206202.406250 Penalty: 2723.275635
	Iteration 67Q: 3 clusters Score -206202.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -206202.593750 Penalty: 2723.275635
	Iteration 68Q: 3 clusters Score -206202.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -206202.937500 Penalty: 2723.275635
	Iteration 69Q: 3 clusters Score -206202.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -206202.937500 Penalty: 2723.275635
	Iteration 70F: 3 clusters Score -206202.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Entering Unmasked Estep 
Score: -660644.125000 Penalty: 1551.066528
	Iteration 0F: 2 clusters Score -660644.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -650967.687500 Penalty: 3102.133057
	Iteration 0F: 3 clusters Score -650967.7 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -654296.625000 Penalty: 3102.133057
	Iteration 1F: 3 clusters Score -654296.6 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -654616.625000 Penalty: 3102.133057
	Iteration 2F: 3 clusters Score -654616.6 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -654971.000000 Penalty: 3102.133057
	Iteration 3F: 3 clusters Score -654971 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -655353.500000 Penalty: 3102.133057
	Iteration 4F: 3 clusters Score -655353.5 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -655771.062500 Penalty: 3102.133057
	Iteration 5F: 3 clusters Score -655771.1 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -656293.375000 Penalty: 3102.133057
	Iteration 6F: 3 clusters Score -656293.4 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -656805.562500 Penalty: 3102.133057
	Iteration 7F: 3 clusters Score -656805.6 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -657259.937500 Penalty: 3102.133057
	Iteration 8F: 3 clusters Score -657259.9 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -657635.250000 Penalty: 3102.133057
	Iteration 9Q: 3 clusters Score -657635.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -657939.375000 Penalty: 3102.133057
	Iteration 10Q: 3 clusters Score -657939.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -658137.625000 Penalty: 3102.133057
	Iteration 11Q: 3 clusters Score -658137.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -658256.125000 Penalty: 3102.133057
	Iteration 12Q: 3 clusters Score -658256.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -658347.312500 Penalty: 3102.133057
	Iteration 13Q: 3 clusters Score -658347.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -658410.812500 Penalty: 3102.133057
	Iteration 14Q: 3 clusters Score -658410.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -658460.187500 Penalty: 3102.133057
	Iteration 15Q: 3 clusters Score -658460.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -658505.375000 Penalty: 3102.133057
	Iteration 16Q: 3 clusters Score -658505.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -658539.250000 Penalty: 3102.133057
	Iteration 17Q: 3 clusters Score -658539.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -658573.625000 Penalty: 3102.133057
	Iteration 18Q: 3 clusters Score -658573.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -658599.625000 Penalty: 3102.133057
	Iteration 19Q: 3 clusters Score -658599.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -658628.875000 Penalty: 3102.133057
	Iteration 20F: 3 clusters Score -658628.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -658671.687500 Penalty: 3102.133057
	Iteration 21Q: 3 clusters Score -658671.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -658717.250000 Penalty: 3102.133057
	Iteration 22Q: 3 clusters Score -658717.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -658754.500000 Penalty: 3102.133057
	Iteration 23Q: 3 clusters Score -658754.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -658795.062500 Penalty: 3102.133057
	Iteration 24Q: 3 clusters Score -658795.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -658834.187500 Penalty: 3102.133057
	Iteration 25Q: 3 clusters Score -658834.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -658876.375000 Penalty: 3102.133057
	Iteration 26Q: 3 clusters Score -658876.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -658915.437500 Penalty: 3102.133057
	Iteration 27Q: 3 clusters Score -658915.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -658949.562500 Penalty: 3102.133057
	Iteration 28Q: 3 clusters Score -658949.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -658976.875000 Penalty: 3102.133057
	Iteration 29Q: 3 clusters Score -658976.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -659008.500000 Penalty: 3102.133057
	Iteration 30Q: 3 clusters Score -659008.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -659036.875000 Penalty: 3102.133057
	Iteration 31Q: 3 clusters Score -659036.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -659063.062500 Penalty: 3102.133057
	Iteration 32Q: 3 clusters Score -659063.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -659096.625000 Penalty: 3102.133057
	Iteration 33Q: 3 clusters Score -659096.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -659124.125000 Penalty: 3102.133057
	Iteration 34Q: 3 clusters Score -659124.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -659153.187500 Penalty: 3102.133057
	Iteration 35Q: 3 clusters Score -659153.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -659182.062500 Penalty: 3102.133057
	Iteration 36Q: 3 clusters Score -659182.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -659202.375000 Penalty: 3102.133057
	Iteration 37Q: 3 clusters Score -659202.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -659226.250000 Penalty: 3102.133057
	Iteration 38Q: 3 clusters Score -659226.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -659243.250000 Penalty: 3102.133057
	Iteration 39Q: 3 clusters Score -659243.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -659262.125000 Penalty: 3102.133057
	Iteration 40F: 3 clusters Score -659262.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -659278.937500 Penalty: 3102.133057
	Iteration 41Q: 3 clusters Score -659278.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -659291.937500 Penalty: 3102.133057
	Iteration 42Q: 3 clusters Score -659291.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -659306.375000 Penalty: 3102.133057
	Iteration 43Q: 3 clusters Score -659306.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -659324.375000 Penalty: 3102.133057
	Iteration 44Q: 3 clusters Score -659324.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -659336.500000 Penalty: 3102.133057
	Iteration 45Q: 3 clusters Score -659336.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -659350.062500 Penalty: 3102.133057
	Iteration 46Q: 3 clusters Score -659350.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -659361.250000 Penalty: 3102.133057
	Iteration 47Q: 3 clusters Score -659361.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -659372.875000 Penalty: 3102.133057
	Iteration 48Q: 3 clusters Score -659372.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -659382.250000 Penalty: 3102.133057
	Iteration 49Q: 3 clusters Score -659382.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -659393.562500 Penalty: 3102.133057
	Iteration 50Q: 3 clusters Score -659393.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -659399.437500 Penalty: 3102.133057
	Iteration 51Q: 3 clusters Score -659399.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -659411.750000 Penalty: 3102.133057
	Iteration 52Q: 3 clusters Score -659411.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -659426.000000 Penalty: 3102.133057
	Iteration 53Q: 3 clusters Score -659426 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -659435.187500 Penalty: 3102.133057
	Iteration 54Q: 3 clusters Score -659435.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -659447.562500 Penalty: 3102.133057
	Iteration 55Q: 3 clusters Score -659447.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -659456.812500 Penalty: 3102.133057
	Iteration 56Q: 3 clusters Score -659456.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -659468.500000 Penalty: 3102.133057
	Iteration 57Q: 3 clusters Score -659468.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -659483.250000 Penalty: 3102.133057
	Iteration 58Q: 3 clusters Score -659483.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -659497.625000 Penalty: 3102.133057
	Iteration 59Q: 3 clusters Score -659497.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -659511.187500 Penalty: 3102.133057
	Iteration 60F: 3 clusters Score -659511.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -659524.375000 Penalty: 3102.133057
	Iteration 61Q: 3 clusters Score -659524.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -659533.812500 Penalty: 3102.133057
	Iteration 62Q: 3 clusters Score -659533.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -659545.750000 Penalty: 3102.133057
	Iteration 63Q: 3 clusters Score -659545.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -659559.000000 Penalty: 3102.133057
	Iteration 64Q: 3 clusters Score -659559 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -659571.187500 Penalty: 3102.133057
	Iteration 65Q: 3 clusters Score -659571.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -659584.375000 Penalty: 3102.133057
	Iteration 66Q: 3 clusters Score -659584.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -659597.812500 Penalty: 3102.133057
	Iteration 67Q: 3 clusters Score -659597.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -659613.625000 Penalty: 3102.133057
	Iteration 68Q: 3 clusters Score -659613.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -659627.500000 Penalty: 3102.133057
	Iteration 69Q: 3 clusters Score -659627.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -659633.750000 Penalty: 3102.133057
	Iteration 70Q: 3 clusters Score -659633.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -659645.125000 Penalty: 3102.133057
	Iteration 71Q: 3 clusters Score -659645.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -659654.750000 Penalty: 3102.133057
	Iteration 72Q: 3 clusters Score -659654.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -659671.000000 Penalty: 3102.133057
	Iteration 73Q: 3 clusters Score -659671 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -659684.062500 Penalty: 3102.133057
	Iteration 74Q: 3 clusters Score -659684.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -659692.937500 Penalty: 3102.133057
	Iteration 75Q: 3 clusters Score -659692.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -659703.125000 Penalty: 3102.133057
	Iteration 76Q: 3 clusters Score -659703.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -659713.000000 Penalty: 3102.133057
	Iteration 77Q: 3 clusters Score -659713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -659721.187500 Penalty: 3102.133057
	Iteration 78Q: 3 clusters Score -659721.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -659729.125000 Penalty: 3102.133057
	Iteration 79Q: 3 clusters Score -659729.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -659732.562500 Penalty: 3102.133057
	Iteration 80F: 3 clusters Score -659732.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -659735.937500 Penalty: 3102.133057
	Iteration 81Q: 3 clusters Score -659735.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -659738.125000 Penalty: 3102.133057
	Iteration 82Q: 3 clusters Score -659738.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -659739.687500 Penalty: 3102.133057
	Iteration 83Q: 3 clusters Score -659739.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -659744.000000 Penalty: 3102.133057
	Iteration 84Q: 3 clusters Score -659744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -659747.500000 Penalty: 3102.133057
	Iteration 85Q: 3 clusters Score -659747.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -659748.125000 Penalty: 3102.133057
	Iteration 86Q: 3 clusters Score -659748.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -659749.687500 Penalty: 3102.133057
	Iteration 87Q: 3 clusters Score -659749.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -659749.437500 Penalty: 3102.133057
	Iteration 88Q: 3 clusters Score -659749.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -659751.500000 Penalty: 3102.133057
	Iteration 89Q: 3 clusters Score -659751.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -659752.000000 Penalty: 3102.133057
	Iteration 90Q: 3 clusters Score -659752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -659752.500000 Penalty: 3102.133057
	Iteration 91Q: 3 clusters Score -659752.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -659753.625000 Penalty: 3102.133057
	Iteration 92Q: 3 clusters Score -659753.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -659754.437500 Penalty: 3102.133057
	Iteration 93Q: 3 clusters Score -659754.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -659754.812500 Penalty: 3102.133057
	Iteration 94Q: 3 clusters Score -659754.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -659757.812500 Penalty: 3102.133057
	Iteration 95Q: 3 clusters Score -659757.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -659759.750000 Penalty: 3102.133057
	Iteration 96Q: 3 clusters Score -659759.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -659758.625000 Penalty: 3102.133057
	Iteration 97Q: 3 clusters Score -659758.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -659759.125000 Penalty: 3102.133057
	Iteration 98Q: 3 clusters Score -659759.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -659758.625000 Penalty: 3102.133057
	Iteration 99Q: 3 clusters Score -659758.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -659758.937500 Penalty: 3102.133057
	Iteration 100F: 3 clusters Score -659758.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -659758.937500 Penalty: 3102.133057
	Iteration 101Q: 3 clusters Score -659758.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -659757.750000 Penalty: 3102.133057
	Iteration 102Q: 3 clusters Score -659757.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -659758.000000 Penalty: 3102.133057
	Iteration 103Q: 3 clusters Score -659758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -659757.875000 Penalty: 3102.133057
	Iteration 104Q: 3 clusters Score -659757.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -659757.875000 Penalty: 3102.133057
	Iteration 105F: 3 clusters Score -659757.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Entering Unmasked Estep 
Score: -446641.906250 Penalty: 1467.260864
	Iteration 0F: 2 clusters Score -446641.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -440520.468750 Penalty: 2934.521729
	Iteration 0F: 3 clusters Score -440520.5 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -442465.593750 Penalty: 2934.521729
	Iteration 1F: 3 clusters Score -442465.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -442675.593750 Penalty: 2934.521729
	Iteration 2F: 3 clusters Score -442675.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -442824.093750 Penalty: 2934.521729
	Iteration 3Q: 3 clusters Score -442824.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -442961.343750 Penalty: 2934.521729
	Iteration 4Q: 3 clusters Score -442961.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -443100.781250 Penalty: 2934.521729
	Iteration 5Q: 3 clusters Score -443100.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -443250.156250 Penalty: 2934.521729
	Iteration 6Q: 3 clusters Score -443250.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -443442.218750 Penalty: 2934.521729
	Iteration 7Q: 3 clusters Score -443442.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -443658.375000 Penalty: 2934.521729
	Iteration 8Q: 3 clusters Score -443658.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -443901.750000 Penalty: 2934.521729
	Iteration 9Q: 3 clusters Score -443901.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -444140.000000 Penalty: 2934.521729
	Iteration 10Q: 3 clusters Score -444140 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -444392.187500 Penalty: 2934.521729
	Iteration 11Q: 3 clusters Score -444392.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -444608.812500 Penalty: 2934.521729
	Iteration 12Q: 3 clusters Score -444608.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -444766.656250 Penalty: 2934.521729
	Iteration 13Q: 3 clusters Score -444766.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -444894.812500 Penalty: 2934.521729
	Iteration 14Q: 3 clusters Score -444894.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -445021.937500 Penalty: 2934.521729
	Iteration 15Q: 3 clusters Score -445021.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -445126.843750 Penalty: 2934.521729
	Iteration 16Q: 3 clusters Score -445126.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -445201.468750 Penalty: 2934.521729
	Iteration 17Q: 3 clusters Score -445201.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -445254.218750 Penalty: 2934.521729
	Iteration 18Q: 3 clusters Score -445254.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -445288.125000 Penalty: 2934.521729
	Iteration 19Q: 3 clusters Score -445288.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -445312.500000 Penalty: 2934.521729
	Iteration 20F: 3 clusters Score -445312.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -445327.843750 Penalty: 2934.521729
	Iteration 21Q: 3 clusters Score -445327.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -445342.937500 Penalty: 2934.521729
	Iteration 22Q: 3 clusters Score -445342.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -445349.000000 Penalty: 2934.521729
	Iteration 23Q: 3 clusters Score -445349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -445357.468750 Penalty: 2934.521729
	Iteration 24Q: 3 clusters Score -445357.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -445364.406250 Penalty: 2934.521729
	Iteration 25Q: 3 clusters Score -445364.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -445372.562500 Penalty: 2934.521729
	Iteration 26Q: 3 clusters Score -445372.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -445377.000000 Penalty: 2934.521729
	Iteration 27Q: 3 clusters Score -445377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -445380.718750 Penalty: 2934.521729
	Iteration 28Q: 3 clusters Score -445380.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -445382.875000 Penalty: 2934.521729
	Iteration 29Q: 3 clusters Score -445382.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -445383.500000 Penalty: 2934.521729
	Iteration 30Q: 3 clusters Score -445383.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -445385.750000 Penalty: 2934.521729
	Iteration 31Q: 3 clusters Score -445385.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -445387.718750 Penalty: 2934.521729
	Iteration 32Q: 3 clusters Score -445387.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -445387.718750 Penalty: 2934.521729
	Iteration 33F: 3 clusters Score -445387.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Entering Unmasked Estep 
Score: -404551.781250 Penalty: 1461.512695
	Iteration 0F: 2 clusters Score -404551.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -398675.906250 Penalty: 2923.025391
	Iteration 0F: 3 clusters Score -398675.9 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -400519.875000 Penalty: 2923.025391
	Iteration 1F: 3 clusters Score -400519.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -400744.968750 Penalty: 2923.025391
	Iteration 2F: 3 clusters Score -400745 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -400980.843750 Penalty: 2923.025391
	Iteration 3Q: 3 clusters Score -400980.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -401282.375000 Penalty: 2923.025391
	Iteration 4Q: 3 clusters Score -401282.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -401619.843750 Penalty: 2923.025391
	Iteration 5F: 3 clusters Score -401619.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -401928.312500 Penalty: 2923.025391
	Iteration 6F: 3 clusters Score -401928.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -402228.031250 Penalty: 2923.025391
	Iteration 7F: 3 clusters Score -402228 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -402481.750000 Penalty: 2923.025391
	Iteration 8F: 3 clusters Score -402481.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -402738.250000 Penalty: 2923.025391
	Iteration 9F: 3 clusters Score -402738.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -402972.906250 Penalty: 2923.025391
	Iteration 10Q: 3 clusters Score -402972.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -403182.875000 Penalty: 2923.025391
	Iteration 11Q: 3 clusters Score -403182.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -403345.812500 Penalty: 2923.025391
	Iteration 12Q: 3 clusters Score -403345.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -403472.750000 Penalty: 2923.025391
	Iteration 13Q: 3 clusters Score -403472.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -403558.843750 Penalty: 2923.025391
	Iteration 14Q: 3 clusters Score -403558.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -403626.718750 Penalty: 2923.025391
	Iteration 15Q: 3 clusters Score -403626.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -403683.781250 Penalty: 2923.025391
	Iteration 16Q: 3 clusters Score -403683.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -403734.531250 Penalty: 2923.025391
	Iteration 17Q: 3 clusters Score -403734.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -403769.812500 Penalty: 2923.025391
	Iteration 18Q: 3 clusters Score -403769.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -403788.593750 Penalty: 2923.025391
	Iteration 19Q: 3 clusters Score -403788.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -403808.593750 Penalty: 2923.025391
	Iteration 20F: 3 clusters Score -403808.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -403824.562500 Penalty: 2923.025391
	Iteration 21Q: 3 clusters Score -403824.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -403839.562500 Penalty: 2923.025391
	Iteration 22Q: 3 clusters Score -403839.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -403852.187500 Penalty: 2923.025391
	Iteration 23Q: 3 clusters Score -403852.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -403860.218750 Penalty: 2923.025391
	Iteration 24Q: 3 clusters Score -403860.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -403864.562500 Penalty: 2923.025391
	Iteration 25Q: 3 clusters Score -403864.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -403870.625000 Penalty: 2923.025391
	Iteration 26Q: 3 clusters Score -403870.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -403877.906250 Penalty: 2923.025391
	Iteration 27Q: 3 clusters Score -403877.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -403886.437500 Penalty: 2923.025391
	Iteration 28Q: 3 clusters Score -403886.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -403893.000000 Penalty: 2923.025391
	Iteration 29Q: 3 clusters Score -403893 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -403900.593750 Penalty: 2923.025391
	Iteration 30Q: 3 clusters Score -403900.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -403905.843750 Penalty: 2923.025391
	Iteration 31Q: 3 clusters Score -403905.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -403910.968750 Penalty: 2923.025391
	Iteration 32Q: 3 clusters Score -403911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -403915.406250 Penalty: 2923.025391
	Iteration 33Q: 3 clusters Score -403915.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -403918.656250 Penalty: 2923.025391
	Iteration 34Q: 3 clusters Score -403918.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -403921.468750 Penalty: 2923.025391
	Iteration 35Q: 3 clusters Score -403921.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -403924.906250 Penalty: 2923.025391
	Iteration 36Q: 3 clusters Score -403924.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -403925.968750 Penalty: 2923.025391
	Iteration 37Q: 3 clusters Score -403926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -403927.531250 Penalty: 2923.025391
	Iteration 38Q: 3 clusters Score -403927.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -403927.812500 Penalty: 2923.025391
	Iteration 39Q: 3 clusters Score -403927.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -403928.750000 Penalty: 2923.025391
	Iteration 40F: 3 clusters Score -403928.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -403929.562500 Penalty: 2923.025391
	Iteration 41Q: 3 clusters Score -403929.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -403931.218750 Penalty: 2923.025391
	Iteration 42Q: 3 clusters Score -403931.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -403931.781250 Penalty: 2923.025391
	Iteration 43Q: 3 clusters Score -403931.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -403934.187500 Penalty: 2923.025391
	Iteration 44Q: 3 clusters Score -403934.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -403934.250000 Penalty: 2923.025391
	Iteration 45Q: 3 clusters Score -403934.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -403934.937500 Penalty: 2923.025391
	Iteration 46Q: 3 clusters Score -403934.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -403935.656250 Penalty: 2923.025391
	Iteration 47Q: 3 clusters Score -403935.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -403936.000000 Penalty: 2923.025391
	Iteration 48Q: 3 clusters Score -403936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -403936.375000 Penalty: 2923.025391
	Iteration 49Q: 3 clusters Score -403936.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -403936.687500 Penalty: 2923.025391
	Iteration 50Q: 3 clusters Score -403936.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -403936.687500 Penalty: 2923.025391
	Iteration 51F: 3 clusters Score -403936.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Entering Unmasked Estep 
Score: -414089.500000 Penalty: 1465.754395
	Iteration 0F: 2 clusters Score -414089.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -408024.187500 Penalty: 2931.508789
	Iteration 0F: 3 clusters Score -408024.2 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -410001.187500 Penalty: 2931.508789
	Iteration 1F: 3 clusters Score -410001.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -410325.312500 Penalty: 2931.508789
	Iteration 2F: 3 clusters Score -410325.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -410620.093750 Penalty: 2931.508789
	Iteration 3F: 3 clusters Score -410620.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -410943.156250 Penalty: 2931.508789
	Iteration 4F: 3 clusters Score -410943.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -411303.500000 Penalty: 2931.508789
	Iteration 5F: 3 clusters Score -411303.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -411688.125000 Penalty: 2931.508789
	Iteration 6F: 3 clusters Score -411688.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -412024.656250 Penalty: 2931.508789
	Iteration 7F: 3 clusters Score -412024.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -412383.781250 Penalty: 2931.508789
	Iteration 8F: 3 clusters Score -412383.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -412684.250000 Penalty: 2931.508789
	Iteration 9Q: 3 clusters Score -412684.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -412883.187500 Penalty: 2931.508789
	Iteration 10Q: 3 clusters Score -412883.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -413016.156250 Penalty: 2931.508789
	Iteration 11Q: 3 clusters Score -413016.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -413117.406250 Penalty: 2931.508789
	Iteration 12Q: 3 clusters Score -413117.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -413201.281250 Penalty: 2931.508789
	Iteration 13Q: 3 clusters Score -413201.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -413266.625000 Penalty: 2931.508789
	Iteration 14Q: 3 clusters Score -413266.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -413317.937500 Penalty: 2931.508789
	Iteration 15Q: 3 clusters Score -413317.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -413355.625000 Penalty: 2931.508789
	Iteration 16Q: 3 clusters Score -413355.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -413379.906250 Penalty: 2931.508789
	Iteration 17Q: 3 clusters Score -413379.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -413396.812500 Penalty: 2931.508789
	Iteration 18Q: 3 clusters Score -413396.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -413411.062500 Penalty: 2931.508789
	Iteration 19Q: 3 clusters Score -413411.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -413424.343750 Penalty: 2931.508789
	Iteration 20F: 3 clusters Score -413424.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -413434.468750 Penalty: 2931.508789
	Iteration 21Q: 3 clusters Score -413434.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -413441.281250 Penalty: 2931.508789
	Iteration 22Q: 3 clusters Score -413441.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -413447.593750 Penalty: 2931.508789
	Iteration 23Q: 3 clusters Score -413447.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -413452.656250 Penalty: 2931.508789
	Iteration 24Q: 3 clusters Score -413452.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -413456.218750 Penalty: 2931.508789
	Iteration 25Q: 3 clusters Score -413456.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -413458.531250 Penalty: 2931.508789
	Iteration 26Q: 3 clusters Score -413458.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -413464.906250 Penalty: 2931.508789
	Iteration 27Q: 3 clusters Score -413464.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -413467.875000 Penalty: 2931.508789
	Iteration 28Q: 3 clusters Score -413467.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -413471.031250 Penalty: 2931.508789
	Iteration 29Q: 3 clusters Score -413471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -413472.250000 Penalty: 2931.508789
	Iteration 30Q: 3 clusters Score -413472.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -413473.562500 Penalty: 2931.508789
	Iteration 31Q: 3 clusters Score -413473.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -413474.125000 Penalty: 2931.508789
	Iteration 32Q: 3 clusters Score -413474.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -413474.312500 Penalty: 2931.508789
	Iteration 33Q: 3 clusters Score -413474.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -413475.312500 Penalty: 2931.508789
	Iteration 34Q: 3 clusters Score -413475.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -413474.562500 Penalty: 2931.508789
	Iteration 35Q: 3 clusters Score -413474.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -413475.031250 Penalty: 2931.508789
	Iteration 36Q: 3 clusters Score -413475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -413475.250000 Penalty: 2931.508789
	Iteration 37Q: 3 clusters Score -413475.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -413475.250000 Penalty: 2931.508789
	Iteration 38F: 3 clusters Score -413475.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Entering Unmasked Estep 
Score: -178483.187500 Penalty: 1311.978516
	Iteration 0F: 2 clusters Score -178483.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -175637.515625 Penalty: 2623.957031
	Iteration 0F: 3 clusters Score -175637.5 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -176346.937500 Penalty: 2623.957031
	Iteration 1F: 3 clusters Score -176346.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -176477.062500 Penalty: 2623.957031
	Iteration 2F: 3 clusters Score -176477.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -176560.281250 Penalty: 2623.957031
	Iteration 3Q: 3 clusters Score -176560.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -176630.718750 Penalty: 2623.957031
	Iteration 4Q: 3 clusters Score -176630.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -176703.484375 Penalty: 2623.957031
	Iteration 5Q: 3 clusters Score -176703.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -176770.437500 Penalty: 2623.957031
	Iteration 6Q: 3 clusters Score -176770.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -176815.546875 Penalty: 2623.957031
	Iteration 7Q: 3 clusters Score -176815.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -176852.359375 Penalty: 2623.957031
	Iteration 8Q: 3 clusters Score -176852.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -176898.921875 Penalty: 2623.957031
	Iteration 9Q: 3 clusters Score -176898.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -176943.750000 Penalty: 2623.957031
	Iteration 10Q: 3 clusters Score -176943.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -176976.343750 Penalty: 2623.957031
	Iteration 11Q: 3 clusters Score -176976.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -177003.750000 Penalty: 2623.957031
	Iteration 12Q: 3 clusters Score -177003.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -177025.390625 Penalty: 2623.957031
	Iteration 13Q: 3 clusters Score -177025.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -177051.500000 Penalty: 2623.957031
	Iteration 14Q: 3 clusters Score -177051.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -177077.500000 Penalty: 2623.957031
	Iteration 15Q: 3 clusters Score -177077.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -177104.859375 Penalty: 2623.957031
	Iteration 16Q: 3 clusters Score -177104.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -177134.656250 Penalty: 2623.957031
	Iteration 17Q: 3 clusters Score -177134.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -177164.296875 Penalty: 2623.957031
	Iteration 18Q: 3 clusters Score -177164.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -177188.734375 Penalty: 2623.957031
	Iteration 19Q: 3 clusters Score -177188.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -177211.968750 Penalty: 2623.957031
	Iteration 20F: 3 clusters Score -177212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -177229.812500 Penalty: 2623.957031
	Iteration 21Q: 3 clusters Score -177229.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -177241.140625 Penalty: 2623.957031
	Iteration 22Q: 3 clusters Score -177241.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -177245.859375 Penalty: 2623.957031
	Iteration 23Q: 3 clusters Score -177245.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -177247.609375 Penalty: 2623.957031
	Iteration 24Q: 3 clusters Score -177247.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -177249.921875 Penalty: 2623.957031
	Iteration 25Q: 3 clusters Score -177249.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -177254.125000 Penalty: 2623.957031
	Iteration 26Q: 3 clusters Score -177254.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -177257.343750 Penalty: 2623.957031
	Iteration 27Q: 3 clusters Score -177257.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -177258.234375 Penalty: 2623.957031
	Iteration 28Q: 3 clusters Score -177258.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -177259.671875 Penalty: 2623.957031
	Iteration 29Q: 3 clusters Score -177259.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -177261.281250 Penalty: 2623.957031
	Iteration 30Q: 3 clusters Score -177261.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -177261.593750 Penalty: 2623.957031
	Iteration 31Q: 3 clusters Score -177261.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -177263.031250 Penalty: 2623.957031
	Iteration 32Q: 3 clusters Score -177263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -177263.031250 Penalty: 2623.957031
	Iteration 33F: 3 clusters Score -177263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (98756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98756 members 
Entering Unmasked Estep 
Score: -5329193.500000 Penalty: 1868.816162
	Iteration 0F: 2 clusters Score -5329194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49155 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -5263127.000000 Penalty: 3737.632324
	Iteration 0F: 3 clusters Score -5263127 nChanged 47201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 55174 members 
Entering Unmasked Estep 
Score: -5291555.500000 Penalty: 3737.632324
	Iteration 1F: 3 clusters Score -5291556 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 58346 members 
Entering Unmasked Estep 
Score: -5293197.000000 Penalty: 3737.632324
	Iteration 2Q: 3 clusters Score -5293197 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 62859 members 
Entering Unmasked Estep 
Score: -5295927.000000 Penalty: 3737.632324
	Iteration 3F: 3 clusters Score -5295927 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 69095 members 
Entering Unmasked Estep 
Score: -5300483.500000 Penalty: 3737.632324
	Iteration 4F: 3 clusters Score -5300484 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 76766 members 
Entering Unmasked Estep 
Score: -5307231.000000 Penalty: 3737.632324
	Iteration 5F: 3 clusters Score -5307231 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 84632 members 
Entering Unmasked Estep 
Score: -5314810.000000 Penalty: 3737.632324
	Iteration 6F: 3 clusters Score -5314810 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 90984 members 
Entering Unmasked Estep 
Score: -5320943.000000 Penalty: 3737.632324
	Iteration 7F: 3 clusters Score -5320943 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 94897 members 
Entering Unmasked Estep 
Score: -5324646.000000 Penalty: 3737.632324
	Iteration 8Q: 3 clusters Score -5324646 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 96833 members 
Entering Unmasked Estep 
Score: -5326340.500000 Penalty: 3737.632324
	Iteration 9Q: 3 clusters Score -5326340 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 97666 members 
Entering Unmasked Estep 
Score: -5327031.000000 Penalty: 3737.632324
	Iteration 10Q: 3 clusters Score -5327031 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 98001 members 
Entering Unmasked Estep 
Score: -5327256.000000 Penalty: 3737.632324
	Iteration 11Q: 3 clusters Score -5327256 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 98138 members 
Entering Unmasked Estep 
Score: -5327381.500000 Penalty: 3737.632324
	Iteration 12Q: 3 clusters Score -5327382 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 98210 members 
Entering Unmasked Estep 
Score: -5327458.000000 Penalty: 3737.632324
	Iteration 13Q: 3 clusters Score -5327458 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 98254 members 
Entering Unmasked Estep 
Score: -5327512.000000 Penalty: 3737.632324
	Iteration 14Q: 3 clusters Score -5327512 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 98289 members 
Entering Unmasked Estep 
Score: -5327541.000000 Penalty: 3737.632324
	Iteration 15Q: 3 clusters Score -5327541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 98312 members 
Entering Unmasked Estep 
Score: -5327548.000000 Penalty: 3737.632324
	Iteration 16Q: 3 clusters Score -5327548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 98329 members 
Entering Unmasked Estep 
Score: -5327567.000000 Penalty: 3737.632324
	Iteration 17Q: 3 clusters Score -5327567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 98338 members 
Entering Unmasked Estep 
Score: -5327571.000000 Penalty: 3737.632324
	Iteration 18Q: 3 clusters Score -5327571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 98343 members 
Entering Unmasked Estep 
Score: -5327590.500000 Penalty: 3737.632324
	Iteration 19Q: 3 clusters Score -5327590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 98357 members 
Entering Unmasked Estep 
Score: -5327610.000000 Penalty: 3737.632324
	Iteration 20F: 3 clusters Score -5327610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 98358 members 
Entering Unmasked Estep 
Score: -5327614.000000 Penalty: 3737.632324
	Iteration 21Q: 3 clusters Score -5327614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 98358 members 
Entering Unmasked Estep 
Score: -5327612.500000 Penalty: 3737.632324
	Iteration 22Q: 3 clusters Score -5327612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 98359 members 
Entering Unmasked Estep 
Score: -5327616.000000 Penalty: 3737.632324
	Iteration 23Q: 3 clusters Score -5327616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 98358 members 
Entering Unmasked Estep 
Score: -5327618.000000 Penalty: 3737.632324
	Iteration 24Q: 3 clusters Score -5327618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 98357 members 
Entering Unmasked Estep 
Score: -5327620.500000 Penalty: 3737.632324
	Iteration 25Q: 3 clusters Score -5327620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 98357 members 
Entering Unmasked Estep 
Score: -5327620.500000 Penalty: 3737.632324
	Iteration 26F: 3 clusters Score -5327620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (60115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60115 members 
Entering Unmasked Estep 
Score: -3224313.500000 Penalty: 1788.152466
	Iteration 0F: 2 clusters Score -3224314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -3183946.750000 Penalty: 3576.304932
	Iteration 0F: 3 clusters Score -3183947 nChanged 28557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -3200177.250000 Penalty: 3576.304932
	Iteration 1F: 3 clusters Score -3200177 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -3200609.500000 Penalty: 3576.304932
	Iteration 2Q: 3 clusters Score -3200610 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -3201025.000000 Penalty: 3576.304932
	Iteration 3Q: 3 clusters Score -3201025 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -3201433.750000 Penalty: 3576.304932
	Iteration 4Q: 3 clusters Score -3201434 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -3201846.000000 Penalty: 3576.304932
	Iteration 5Q: 3 clusters Score -3201846 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -3202289.750000 Penalty: 3576.304932
	Iteration 6Q: 3 clusters Score -3202290 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -3202885.750000 Penalty: 3576.304932
	Iteration 7Q: 3 clusters Score -3202886 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -3203662.750000 Penalty: 3576.304932
	Iteration 8Q: 3 clusters Score -3203663 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -3204703.750000 Penalty: 3576.304932
	Iteration 9Q: 3 clusters Score -3204704 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -3206093.750000 Penalty: 3576.304932
	Iteration 10Q: 3 clusters Score -3206094 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -3208056.750000 Penalty: 3576.304932
	Iteration 11F: 3 clusters Score -3208057 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -3210626.000000 Penalty: 3576.304932
	Iteration 12F: 3 clusters Score -3210626 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -3213579.750000 Penalty: 3576.304932
	Iteration 13F: 3 clusters Score -3213580 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -3216522.750000 Penalty: 3576.304932
	Iteration 14F: 3 clusters Score -3216523 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -3218993.000000 Penalty: 3576.304932
	Iteration 15Q: 3 clusters Score -3218993 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57563 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3220830.750000 Penalty: 3576.304932
	Iteration 16Q: 3 clusters Score -3220831 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58787 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3221835.000000 Penalty: 3576.304932
	Iteration 17Q: 3 clusters Score -3221835 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59323 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3222247.750000 Penalty: 3576.304932
	Iteration 18Q: 3 clusters Score -3222248 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59569 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3222421.000000 Penalty: 3576.304932
	Iteration 19Q: 3 clusters Score -3222421 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59698 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3222535.250000 Penalty: 3576.304932
	Iteration 20F: 3 clusters Score -3222535 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3222594.750000 Penalty: 3576.304932
	Iteration 21Q: 3 clusters Score -3222595 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59815 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3222643.500000 Penalty: 3576.304932
	Iteration 22Q: 3 clusters Score -3222644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3222674.750000 Penalty: 3576.304932
	Iteration 23Q: 3 clusters Score -3222675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59859 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3222697.250000 Penalty: 3576.304932
	Iteration 24Q: 3 clusters Score -3222697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59866 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3222712.250000 Penalty: 3576.304932
	Iteration 25Q: 3 clusters Score -3222712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59875 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3222720.750000 Penalty: 3576.304932
	Iteration 26Q: 3 clusters Score -3222721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59878 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3222722.500000 Penalty: 3576.304932
	Iteration 27Q: 3 clusters Score -3222722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59879 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3222722.500000 Penalty: 3576.304932
	Iteration 28Q: 3 clusters Score -3222722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3222724.750000 Penalty: 3576.304932
	Iteration 29Q: 3 clusters Score -3222725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3222727.000000 Penalty: 3576.304932
	Iteration 30Q: 3 clusters Score -3222727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3222727.000000 Penalty: 3576.304932
	Iteration 31Q: 3 clusters Score -3222727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3222728.500000 Penalty: 3576.304932
	Iteration 32Q: 3 clusters Score -3222728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59882 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3222728.500000 Penalty: 3576.304932
	Iteration 33F: 3 clusters Score -3222728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Entering Unmasked Estep 
Score: -450631.500000 Penalty: 1491.730713
	Iteration 0F: 2 clusters Score -450631.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -443620.343750 Penalty: 2983.461426
	Iteration 0F: 3 clusters Score -443620.3 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -445881.687500 Penalty: 2983.461426
	Iteration 1F: 3 clusters Score -445881.7 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -446154.781250 Penalty: 2983.461426
	Iteration 2F: 3 clusters Score -446154.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -446407.406250 Penalty: 2983.461426
	Iteration 3F: 3 clusters Score -446407.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -446696.937500 Penalty: 2983.461426
	Iteration 4F: 3 clusters Score -446696.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -446998.031250 Penalty: 2983.461426
	Iteration 5F: 3 clusters Score -446998 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -447272.375000 Penalty: 2983.461426
	Iteration 6Q: 3 clusters Score -447272.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -447555.562500 Penalty: 2983.461426
	Iteration 7Q: 3 clusters Score -447555.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -447844.000000 Penalty: 2983.461426
	Iteration 8Q: 3 clusters Score -447844 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -448110.281250 Penalty: 2983.461426
	Iteration 9Q: 3 clusters Score -448110.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -448355.750000 Penalty: 2983.461426
	Iteration 10Q: 3 clusters Score -448355.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -448574.531250 Penalty: 2983.461426
	Iteration 11Q: 3 clusters Score -448574.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -448786.531250 Penalty: 2983.461426
	Iteration 12Q: 3 clusters Score -448786.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -448966.375000 Penalty: 2983.461426
	Iteration 13Q: 3 clusters Score -448966.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -449090.843750 Penalty: 2983.461426
	Iteration 14Q: 3 clusters Score -449090.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -449175.718750 Penalty: 2983.461426
	Iteration 15Q: 3 clusters Score -449175.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -449255.000000 Penalty: 2983.461426
	Iteration 16Q: 3 clusters Score -449255 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -449310.968750 Penalty: 2983.461426
	Iteration 17Q: 3 clusters Score -449311 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -449360.937500 Penalty: 2983.461426
	Iteration 18Q: 3 clusters Score -449360.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -449400.250000 Penalty: 2983.461426
	Iteration 19Q: 3 clusters Score -449400.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -449423.906250 Penalty: 2983.461426
	Iteration 20F: 3 clusters Score -449423.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -449441.812500 Penalty: 2983.461426
	Iteration 21Q: 3 clusters Score -449441.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -449450.843750 Penalty: 2983.461426
	Iteration 22Q: 3 clusters Score -449450.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -449457.437500 Penalty: 2983.461426
	Iteration 23Q: 3 clusters Score -449457.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -449459.187500 Penalty: 2983.461426
	Iteration 24Q: 3 clusters Score -449459.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -449461.343750 Penalty: 2983.461426
	Iteration 25Q: 3 clusters Score -449461.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -449466.437500 Penalty: 2983.461426
	Iteration 26Q: 3 clusters Score -449466.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -449469.781250 Penalty: 2983.461426
	Iteration 27Q: 3 clusters Score -449469.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -449472.468750 Penalty: 2983.461426
	Iteration 28Q: 3 clusters Score -449472.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -449475.468750 Penalty: 2983.461426
	Iteration 29Q: 3 clusters Score -449475.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -449477.812500 Penalty: 2983.461426
	Iteration 30Q: 3 clusters Score -449477.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -449481.531250 Penalty: 2983.461426
	Iteration 31Q: 3 clusters Score -449481.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -449484.906250 Penalty: 2983.461426
	Iteration 32Q: 3 clusters Score -449484.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -449487.125000 Penalty: 2983.461426
	Iteration 33Q: 3 clusters Score -449487.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -449488.093750 Penalty: 2983.461426
	Iteration 34Q: 3 clusters Score -449488.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -449488.375000 Penalty: 2983.461426
	Iteration 35Q: 3 clusters Score -449488.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -449488.375000 Penalty: 2983.461426
	Iteration 36F: 3 clusters Score -449488.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Entering Unmasked Estep 
Score: -454768.781250 Penalty: 1465.675659
	Iteration 0F: 2 clusters Score -454768.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -448735.875000 Penalty: 2931.351318
	Iteration 0F: 3 clusters Score -448735.9 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -450659.000000 Penalty: 2931.351318
	Iteration 1F: 3 clusters Score -450659 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -450852.343750 Penalty: 2931.351318
	Iteration 2F: 3 clusters Score -450852.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -450990.968750 Penalty: 2931.351318
	Iteration 3Q: 3 clusters Score -450991 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -451114.156250 Penalty: 2931.351318
	Iteration 4Q: 3 clusters Score -451114.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -451230.968750 Penalty: 2931.351318
	Iteration 5Q: 3 clusters Score -451231 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -451354.406250 Penalty: 2931.351318
	Iteration 6Q: 3 clusters Score -451354.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -451507.718750 Penalty: 2931.351318
	Iteration 7Q: 3 clusters Score -451507.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -451669.437500 Penalty: 2931.351318
	Iteration 8Q: 3 clusters Score -451669.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -451840.250000 Penalty: 2931.351318
	Iteration 9Q: 3 clusters Score -451840.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -452022.531250 Penalty: 2931.351318
	Iteration 10Q: 3 clusters Score -452022.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -452228.687500 Penalty: 2931.351318
	Iteration 11Q: 3 clusters Score -452228.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -452391.937500 Penalty: 2931.351318
	Iteration 12Q: 3 clusters Score -452391.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -452528.281250 Penalty: 2931.351318
	Iteration 13Q: 3 clusters Score -452528.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -452619.937500 Penalty: 2931.351318
	Iteration 14Q: 3 clusters Score -452619.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -452678.812500 Penalty: 2931.351318
	Iteration 15Q: 3 clusters Score -452678.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -452718.187500 Penalty: 2931.351318
	Iteration 16Q: 3 clusters Score -452718.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -452751.562500 Penalty: 2931.351318
	Iteration 17Q: 3 clusters Score -452751.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -452779.656250 Penalty: 2931.351318
	Iteration 18Q: 3 clusters Score -452779.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -452804.062500 Penalty: 2931.351318
	Iteration 19Q: 3 clusters Score -452804.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -452829.906250 Penalty: 2931.351318
	Iteration 20F: 3 clusters Score -452829.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -452848.843750 Penalty: 2931.351318
	Iteration 21Q: 3 clusters Score -452848.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -452870.437500 Penalty: 2931.351318
	Iteration 22Q: 3 clusters Score -452870.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -452898.718750 Penalty: 2931.351318
	Iteration 23Q: 3 clusters Score -452898.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -452923.500000 Penalty: 2931.351318
	Iteration 24Q: 3 clusters Score -452923.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -452943.468750 Penalty: 2931.351318
	Iteration 25Q: 3 clusters Score -452943.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -452959.312500 Penalty: 2931.351318
	Iteration 26Q: 3 clusters Score -452959.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -452970.468750 Penalty: 2931.351318
	Iteration 27Q: 3 clusters Score -452970.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -452983.437500 Penalty: 2931.351318
	Iteration 28Q: 3 clusters Score -452983.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -452996.000000 Penalty: 2931.351318
	Iteration 29Q: 3 clusters Score -452996 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -453007.687500 Penalty: 2931.351318
	Iteration 30Q: 3 clusters Score -453007.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -453017.593750 Penalty: 2931.351318
	Iteration 31Q: 3 clusters Score -453017.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -453028.281250 Penalty: 2931.351318
	Iteration 32Q: 3 clusters Score -453028.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -453036.906250 Penalty: 2931.351318
	Iteration 33Q: 3 clusters Score -453036.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -453045.750000 Penalty: 2931.351318
	Iteration 34Q: 3 clusters Score -453045.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -453052.937500 Penalty: 2931.351318
	Iteration 35Q: 3 clusters Score -453052.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -453062.625000 Penalty: 2931.351318
	Iteration 36Q: 3 clusters Score -453062.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -453073.500000 Penalty: 2931.351318
	Iteration 37Q: 3 clusters Score -453073.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -453084.781250 Penalty: 2931.351318
	Iteration 38Q: 3 clusters Score -453084.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -453093.187500 Penalty: 2931.351318
	Iteration 39Q: 3 clusters Score -453093.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -453106.156250 Penalty: 2931.351318
	Iteration 40F: 3 clusters Score -453106.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -453117.968750 Penalty: 2931.351318
	Iteration 41Q: 3 clusters Score -453118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -453126.000000 Penalty: 2931.351318
	Iteration 42Q: 3 clusters Score -453126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -453132.437500 Penalty: 2931.351318
	Iteration 43Q: 3 clusters Score -453132.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -453138.437500 Penalty: 2931.351318
	Iteration 44Q: 3 clusters Score -453138.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -453141.781250 Penalty: 2931.351318
	Iteration 45Q: 3 clusters Score -453141.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -453144.562500 Penalty: 2931.351318
	Iteration 46Q: 3 clusters Score -453144.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -453147.843750 Penalty: 2931.351318
	Iteration 47Q: 3 clusters Score -453147.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -453153.281250 Penalty: 2931.351318
	Iteration 48Q: 3 clusters Score -453153.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -453156.156250 Penalty: 2931.351318
	Iteration 49Q: 3 clusters Score -453156.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -453159.843750 Penalty: 2931.351318
	Iteration 50Q: 3 clusters Score -453159.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -453162.343750 Penalty: 2931.351318
	Iteration 51Q: 3 clusters Score -453162.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -453164.906250 Penalty: 2931.351318
	Iteration 52Q: 3 clusters Score -453164.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -453165.906250 Penalty: 2931.351318
	Iteration 53Q: 3 clusters Score -453165.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -453167.812500 Penalty: 2931.351318
	Iteration 54Q: 3 clusters Score -453167.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -453170.187500 Penalty: 2931.351318
	Iteration 55Q: 3 clusters Score -453170.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -453171.312500 Penalty: 2931.351318
	Iteration 56Q: 3 clusters Score -453171.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -453173.093750 Penalty: 2931.351318
	Iteration 57Q: 3 clusters Score -453173.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -453174.281250 Penalty: 2931.351318
	Iteration 58Q: 3 clusters Score -453174.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -453177.656250 Penalty: 2931.351318
	Iteration 59Q: 3 clusters Score -453177.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -453180.906250 Penalty: 2931.351318
	Iteration 60F: 3 clusters Score -453180.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -453181.406250 Penalty: 2931.351318
	Iteration 61Q: 3 clusters Score -453181.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -453183.781250 Penalty: 2931.351318
	Iteration 62Q: 3 clusters Score -453183.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -453184.031250 Penalty: 2931.351318
	Iteration 63Q: 3 clusters Score -453184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -453186.375000 Penalty: 2931.351318
	Iteration 64Q: 3 clusters Score -453186.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -453187.062500 Penalty: 2931.351318
	Iteration 65Q: 3 clusters Score -453187.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -453188.687500 Penalty: 2931.351318
	Iteration 66Q: 3 clusters Score -453188.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -453190.500000 Penalty: 2931.351318
	Iteration 67Q: 3 clusters Score -453190.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -453192.500000 Penalty: 2931.351318
	Iteration 68Q: 3 clusters Score -453192.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -453193.312500 Penalty: 2931.351318
	Iteration 69Q: 3 clusters Score -453193.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -453196.437500 Penalty: 2931.351318
	Iteration 70Q: 3 clusters Score -453196.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -453199.375000 Penalty: 2931.351318
	Iteration 71Q: 3 clusters Score -453199.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -453199.656250 Penalty: 2931.351318
	Iteration 72Q: 3 clusters Score -453199.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -453200.250000 Penalty: 2931.351318
	Iteration 73Q: 3 clusters Score -453200.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -453201.843750 Penalty: 2931.351318
	Iteration 74Q: 3 clusters Score -453201.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -453201.687500 Penalty: 2931.351318
	Iteration 75Q: 3 clusters Score -453201.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -453204.437500 Penalty: 2931.351318
	Iteration 76Q: 3 clusters Score -453204.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -453207.531250 Penalty: 2931.351318
	Iteration 77Q: 3 clusters Score -453207.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -453210.687500 Penalty: 2931.351318
	Iteration 78Q: 3 clusters Score -453210.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -453214.156250 Penalty: 2931.351318
	Iteration 79Q: 3 clusters Score -453214.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -453219.656250 Penalty: 2931.351318
	Iteration 80F: 3 clusters Score -453219.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -453222.843750 Penalty: 2931.351318
	Iteration 81Q: 3 clusters Score -453222.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -453226.781250 Penalty: 2931.351318
	Iteration 82Q: 3 clusters Score -453226.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -453232.562500 Penalty: 2931.351318
	Iteration 83Q: 3 clusters Score -453232.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -453238.125000 Penalty: 2931.351318
	Iteration 84Q: 3 clusters Score -453238.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -453242.250000 Penalty: 2931.351318
	Iteration 85Q: 3 clusters Score -453242.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -453246.000000 Penalty: 2931.351318
	Iteration 86Q: 3 clusters Score -453246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -453247.468750 Penalty: 2931.351318
	Iteration 87Q: 3 clusters Score -453247.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -453250.937500 Penalty: 2931.351318
	Iteration 88Q: 3 clusters Score -453250.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -453254.843750 Penalty: 2931.351318
	Iteration 89Q: 3 clusters Score -453254.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -453259.031250 Penalty: 2931.351318
	Iteration 90Q: 3 clusters Score -453259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -453259.406250 Penalty: 2931.351318
	Iteration 91Q: 3 clusters Score -453259.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -453261.281250 Penalty: 2931.351318
	Iteration 92Q: 3 clusters Score -453261.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -453262.031250 Penalty: 2931.351318
	Iteration 93Q: 3 clusters Score -453262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -453262.250000 Penalty: 2931.351318
	Iteration 94Q: 3 clusters Score -453262.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -453263.375000 Penalty: 2931.351318
	Iteration 95Q: 3 clusters Score -453263.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -453263.312500 Penalty: 2931.351318
	Iteration 96Q: 3 clusters Score -453263.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -453265.187500 Penalty: 2931.351318
	Iteration 97Q: 3 clusters Score -453265.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -453266.125000 Penalty: 2931.351318
	Iteration 98Q: 3 clusters Score -453266.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -453267.812500 Penalty: 2931.351318
	Iteration 99Q: 3 clusters Score -453267.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -453268.406250 Penalty: 2931.351318
	Iteration 100F: 3 clusters Score -453268.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -453268.687500 Penalty: 2931.351318
	Iteration 101Q: 3 clusters Score -453268.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -453268.250000 Penalty: 2931.351318
	Iteration 102Q: 3 clusters Score -453268.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -453268.343750 Penalty: 2931.351318
	Iteration 103Q: 3 clusters Score -453268.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -453268.343750 Penalty: 2931.351318
	Iteration 104F: 3 clusters Score -453268.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Entering Unmasked Estep 
Score: -163408.859375 Penalty: 1311.217163
	Iteration 0F: 2 clusters Score -163408.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -160601.578125 Penalty: 2622.434326
	Iteration 0F: 3 clusters Score -160601.6 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -161281.296875 Penalty: 2622.434326
	Iteration 1F: 3 clusters Score -161281.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -161404.859375 Penalty: 2622.434326
	Iteration 2F: 3 clusters Score -161404.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -161487.156250 Penalty: 2622.434326
	Iteration 3Q: 3 clusters Score -161487.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -161550.500000 Penalty: 2622.434326
	Iteration 4Q: 3 clusters Score -161550.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -161601.531250 Penalty: 2622.434326
	Iteration 5Q: 3 clusters Score -161601.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -161646.984375 Penalty: 2622.434326
	Iteration 6Q: 3 clusters Score -161647 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -161697.218750 Penalty: 2622.434326
	Iteration 7Q: 3 clusters Score -161697.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -161747.203125 Penalty: 2622.434326
	Iteration 8Q: 3 clusters Score -161747.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -161777.453125 Penalty: 2622.434326
	Iteration 9Q: 3 clusters Score -161777.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -161811.406250 Penalty: 2622.434326
	Iteration 10Q: 3 clusters Score -161811.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -161853.843750 Penalty: 2622.434326
	Iteration 11Q: 3 clusters Score -161853.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -161887.328125 Penalty: 2622.434326
	Iteration 12Q: 3 clusters Score -161887.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -161919.937500 Penalty: 2622.434326
	Iteration 13Q: 3 clusters Score -161919.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -161946.671875 Penalty: 2622.434326
	Iteration 14Q: 3 clusters Score -161946.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -161972.046875 Penalty: 2622.434326
	Iteration 15Q: 3 clusters Score -161972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -161989.343750 Penalty: 2622.434326
	Iteration 16Q: 3 clusters Score -161989.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -162004.953125 Penalty: 2622.434326
	Iteration 17Q: 3 clusters Score -162005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -162017.515625 Penalty: 2622.434326
	Iteration 18Q: 3 clusters Score -162017.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -162027.687500 Penalty: 2622.434326
	Iteration 19Q: 3 clusters Score -162027.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -162041.312500 Penalty: 2622.434326
	Iteration 20F: 3 clusters Score -162041.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -162051.140625 Penalty: 2622.434326
	Iteration 21Q: 3 clusters Score -162051.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -162064.546875 Penalty: 2622.434326
	Iteration 22Q: 3 clusters Score -162064.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -162073.718750 Penalty: 2622.434326
	Iteration 23Q: 3 clusters Score -162073.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -162078.453125 Penalty: 2622.434326
	Iteration 24Q: 3 clusters Score -162078.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -162083.671875 Penalty: 2622.434326
	Iteration 25Q: 3 clusters Score -162083.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -162087.843750 Penalty: 2622.434326
	Iteration 26Q: 3 clusters Score -162087.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -162093.781250 Penalty: 2622.434326
	Iteration 27Q: 3 clusters Score -162093.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -162097.734375 Penalty: 2622.434326
	Iteration 28Q: 3 clusters Score -162097.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -162104.421875 Penalty: 2622.434326
	Iteration 29Q: 3 clusters Score -162104.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -162116.359375 Penalty: 2622.434326
	Iteration 30Q: 3 clusters Score -162116.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -162127.421875 Penalty: 2622.434326
	Iteration 31Q: 3 clusters Score -162127.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -162135.093750 Penalty: 2622.434326
	Iteration 32Q: 3 clusters Score -162135.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -162141.093750 Penalty: 2622.434326
	Iteration 33Q: 3 clusters Score -162141.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -162148.640625 Penalty: 2622.434326
	Iteration 34Q: 3 clusters Score -162148.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -162153.484375 Penalty: 2622.434326
	Iteration 35Q: 3 clusters Score -162153.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -162159.843750 Penalty: 2622.434326
	Iteration 36Q: 3 clusters Score -162159.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -162165.000000 Penalty: 2622.434326
	Iteration 37Q: 3 clusters Score -162165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -162168.984375 Penalty: 2622.434326
	Iteration 38Q: 3 clusters Score -162169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -162173.000000 Penalty: 2622.434326
	Iteration 39Q: 3 clusters Score -162173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -162175.421875 Penalty: 2622.434326
	Iteration 40F: 3 clusters Score -162175.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -162179.406250 Penalty: 2622.434326
	Iteration 41Q: 3 clusters Score -162179.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -162185.171875 Penalty: 2622.434326
	Iteration 42Q: 3 clusters Score -162185.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -162191.671875 Penalty: 2622.434326
	Iteration 43Q: 3 clusters Score -162191.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -162199.031250 Penalty: 2622.434326
	Iteration 44Q: 3 clusters Score -162199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -162207.140625 Penalty: 2622.434326
	Iteration 45Q: 3 clusters Score -162207.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -162212.703125 Penalty: 2622.434326
	Iteration 46Q: 3 clusters Score -162212.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -162218.187500 Penalty: 2622.434326
	Iteration 47Q: 3 clusters Score -162218.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -162223.265625 Penalty: 2622.434326
	Iteration 48Q: 3 clusters Score -162223.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -162227.390625 Penalty: 2622.434326
	Iteration 49Q: 3 clusters Score -162227.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -162231.890625 Penalty: 2622.434326
	Iteration 50Q: 3 clusters Score -162231.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -162235.781250 Penalty: 2622.434326
	Iteration 51Q: 3 clusters Score -162235.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -162240.484375 Penalty: 2622.434326
	Iteration 52Q: 3 clusters Score -162240.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -162245.312500 Penalty: 2622.434326
	Iteration 53Q: 3 clusters Score -162245.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -162250.953125 Penalty: 2622.434326
	Iteration 54Q: 3 clusters Score -162251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -162254.796875 Penalty: 2622.434326
	Iteration 55Q: 3 clusters Score -162254.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -162256.515625 Penalty: 2622.434326
	Iteration 56Q: 3 clusters Score -162256.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -162258.859375 Penalty: 2622.434326
	Iteration 57Q: 3 clusters Score -162258.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -162260.656250 Penalty: 2622.434326
	Iteration 58Q: 3 clusters Score -162260.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -162264.750000 Penalty: 2622.434326
	Iteration 59Q: 3 clusters Score -162264.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -162265.375000 Penalty: 2622.434326
	Iteration 60F: 3 clusters Score -162265.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -162265.671875 Penalty: 2622.434326
	Iteration 61Q: 3 clusters Score -162265.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -162266.468750 Penalty: 2622.434326
	Iteration 62Q: 3 clusters Score -162266.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -162269.125000 Penalty: 2622.434326
	Iteration 63Q: 3 clusters Score -162269.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -162270.281250 Penalty: 2622.434326
	Iteration 64Q: 3 clusters Score -162270.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -162271.312500 Penalty: 2622.434326
	Iteration 65Q: 3 clusters Score -162271.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -162272.234375 Penalty: 2622.434326
	Iteration 66Q: 3 clusters Score -162272.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -162272.468750 Penalty: 2622.434326
	Iteration 67Q: 3 clusters Score -162272.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -162272.468750 Penalty: 2622.434326
	Iteration 68F: 3 clusters Score -162272.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Entering Unmasked Estep 
Score: -108593.625000 Penalty: 1256.438721
	Iteration 0F: 2 clusters Score -108593.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -106351.835938 Penalty: 2512.877441
	Iteration 0F: 3 clusters Score -106351.8 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -106993.835938 Penalty: 2512.877441
	Iteration 1F: 3 clusters Score -106993.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -107334.242188 Penalty: 2512.877441
	Iteration 2F: 3 clusters Score -107334.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -107668.640625 Penalty: 2512.877441
	Iteration 3F: 3 clusters Score -107668.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -107918.265625 Penalty: 2512.877441
	Iteration 4F: 3 clusters Score -107918.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -108078.359375 Penalty: 2512.877441
	Iteration 5Q: 3 clusters Score -108078.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -108208.460938 Penalty: 2512.877441
	Iteration 6Q: 3 clusters Score -108208.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -108291.804688 Penalty: 2512.877441
	Iteration 7Q: 3 clusters Score -108291.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -108337.640625 Penalty: 2512.877441
	Iteration 8Q: 3 clusters Score -108337.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -108358.968750 Penalty: 2512.877441
	Iteration 9Q: 3 clusters Score -108359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -108367.015625 Penalty: 2512.877441
	Iteration 10Q: 3 clusters Score -108367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -108372.789062 Penalty: 2512.877441
	Iteration 11Q: 3 clusters Score -108372.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -108380.085938 Penalty: 2512.877441
	Iteration 12Q: 3 clusters Score -108380.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -108388.007812 Penalty: 2512.877441
	Iteration 13Q: 3 clusters Score -108388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -108392.835938 Penalty: 2512.877441
	Iteration 14Q: 3 clusters Score -108392.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -108401.632812 Penalty: 2512.877441
	Iteration 15Q: 3 clusters Score -108401.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -108408.492188 Penalty: 2512.877441
	Iteration 16Q: 3 clusters Score -108408.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -108415.351562 Penalty: 2512.877441
	Iteration 17Q: 3 clusters Score -108415.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -108422.281250 Penalty: 2512.877441
	Iteration 18Q: 3 clusters Score -108422.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -108430.960938 Penalty: 2512.877441
	Iteration 19Q: 3 clusters Score -108431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -108437.718750 Penalty: 2512.877441
	Iteration 20F: 3 clusters Score -108437.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -108443.578125 Penalty: 2512.877441
	Iteration 21Q: 3 clusters Score -108443.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -108448.937500 Penalty: 2512.877441
	Iteration 22Q: 3 clusters Score -108448.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -108454.015625 Penalty: 2512.877441
	Iteration 23Q: 3 clusters Score -108454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -108458.242188 Penalty: 2512.877441
	Iteration 24Q: 3 clusters Score -108458.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -108463.242188 Penalty: 2512.877441
	Iteration 25Q: 3 clusters Score -108463.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -108466.726562 Penalty: 2512.877441
	Iteration 26Q: 3 clusters Score -108466.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -108470.148438 Penalty: 2512.877441
	Iteration 27Q: 3 clusters Score -108470.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -108478.710938 Penalty: 2512.877441
	Iteration 28Q: 3 clusters Score -108478.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -108491.117188 Penalty: 2512.877441
	Iteration 29Q: 3 clusters Score -108491.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -108509.765625 Penalty: 2512.877441
	Iteration 30Q: 3 clusters Score -108509.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -108535.585938 Penalty: 2512.877441
	Iteration 31Q: 3 clusters Score -108535.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -108558.585938 Penalty: 2512.877441
	Iteration 32Q: 3 clusters Score -108558.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -108594.273438 Penalty: 2512.877441
	Iteration 33Q: 3 clusters Score -108594.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -108636.117188 Penalty: 2512.877441
	Iteration 34Q: 3 clusters Score -108636.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -108656.656250 Penalty: 2512.877441
	Iteration 35Q: 3 clusters Score -108656.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -108668.382812 Penalty: 2512.877441
	Iteration 36Q: 3 clusters Score -108668.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -108677.421875 Penalty: 2512.877441
	Iteration 37Q: 3 clusters Score -108677.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -108688.562500 Penalty: 2512.877441
	Iteration 38Q: 3 clusters Score -108688.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -108695.414062 Penalty: 2512.877441
	Iteration 39Q: 3 clusters Score -108695.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -108702.781250 Penalty: 2512.877441
	Iteration 40F: 3 clusters Score -108702.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -108714.835938 Penalty: 2512.877441
	Iteration 41Q: 3 clusters Score -108714.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -108730.031250 Penalty: 2512.877441
	Iteration 42Q: 3 clusters Score -108730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -108742.328125 Penalty: 2512.877441
	Iteration 43Q: 3 clusters Score -108742.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -108752.750000 Penalty: 2512.877441
	Iteration 44Q: 3 clusters Score -108752.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -108761.218750 Penalty: 2512.877441
	Iteration 45Q: 3 clusters Score -108761.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -108767.257812 Penalty: 2512.877441
	Iteration 46Q: 3 clusters Score -108767.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -108771.921875 Penalty: 2512.877441
	Iteration 47Q: 3 clusters Score -108771.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -108776.500000 Penalty: 2512.877441
	Iteration 48Q: 3 clusters Score -108776.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -108779.492188 Penalty: 2512.877441
	Iteration 49Q: 3 clusters Score -108779.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -108781.921875 Penalty: 2512.877441
	Iteration 50Q: 3 clusters Score -108781.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -108782.343750 Penalty: 2512.877441
	Iteration 51Q: 3 clusters Score -108782.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -108782.343750 Penalty: 2512.877441
	Iteration 52F: 3 clusters Score -108782.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78244 members 
Mstep: Class 7 contains 2730 members 
Mstep: Class 8 contains 31973 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4654 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 6192 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 13975 members 
Mstep: Class 15 contains 8344 members 
Mstep: Class 16 contains 8054 members 
Mstep: Class 17 contains 8267 members 
Mstep: Class 18 contains 3209 members 
Mstep: Class 19 contains 98756 members 
Mstep: Class 20 contains 60115 members 
Mstep: Class 21 contains 9700 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 1240 members 
Mstep: Class 25 contains 90950 members 
Mstep: Class 26 contains 194222 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4673 members 
Mstep: Class 29 contains 1040 members 
Entering Unmasked Estep 
Score: -35940556.000000 Penalty: 63496.980469
Splitting cluster 24 changes total score from -35941308.000000 to -35940556.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (90950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90950 members 
Entering Unmasked Estep 
Score: -4830028.000000 Penalty: 1855.435547
	Iteration 0F: 2 clusters Score -4830028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -4769280.000000 Penalty: 3710.871094
	Iteration 0F: 3 clusters Score -4769280 nChanged 43532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -4795250.000000 Penalty: 3710.871094
	Iteration 1F: 3 clusters Score -4795250 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50985 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -4797047.000000 Penalty: 3710.871094
	Iteration 2Q: 3 clusters Score -4797047 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54067 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -4799840.500000 Penalty: 3710.871094
	Iteration 3F: 3 clusters Score -4799840 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58359 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -4803840.000000 Penalty: 3710.871094
	Iteration 4F: 3 clusters Score -4803840 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -4808736.500000 Penalty: 3710.871094
	Iteration 5F: 3 clusters Score -4808736 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68923 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -4814237.500000 Penalty: 3710.871094
	Iteration 6F: 3 clusters Score -4814238 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73530 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -4819397.000000 Penalty: 3710.871094
	Iteration 7F: 3 clusters Score -4819397 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76900 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -4823088.000000 Penalty: 3710.871094
	Iteration 8Q: 3 clusters Score -4823088 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79242 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -4825438.500000 Penalty: 3710.871094
	Iteration 9Q: 3 clusters Score -4825438 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80919 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -4826800.500000 Penalty: 3710.871094
	Iteration 10Q: 3 clusters Score -4826800 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82296 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -4827809.000000 Penalty: 3710.871094
	Iteration 11Q: 3 clusters Score -4827809 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83365 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -4828555.500000 Penalty: 3710.871094
	Iteration 12Q: 3 clusters Score -4828556 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84163 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -4829031.500000 Penalty: 3710.871094
	Iteration 13Q: 3 clusters Score -4829032 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84774 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -4829297.500000 Penalty: 3710.871094
	Iteration 14Q: 3 clusters Score -4829298 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85235 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -4829479.500000 Penalty: 3710.871094
	Iteration 15Q: 3 clusters Score -4829480 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85627 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -4829596.500000 Penalty: 3710.871094
	Iteration 16Q: 3 clusters Score -4829596 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85924 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -4829655.000000 Penalty: 3710.871094
	Iteration 17Q: 3 clusters Score -4829655 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86148 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -4829713.000000 Penalty: 3710.871094
	Iteration 18Q: 3 clusters Score -4829713 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86328 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -4829735.000000 Penalty: 3710.871094
	Iteration 19Q: 3 clusters Score -4829735 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86459 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -4829777.000000 Penalty: 3710.871094
	Iteration 20F: 3 clusters Score -4829777 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86559 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -4829791.000000 Penalty: 3710.871094
	Iteration 21Q: 3 clusters Score -4829791 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86649 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -4829824.000000 Penalty: 3710.871094
	Iteration 22Q: 3 clusters Score -4829824 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86741 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -4829833.000000 Penalty: 3710.871094
	Iteration 23Q: 3 clusters Score -4829833 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86835 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -4829846.000000 Penalty: 3710.871094
	Iteration 24Q: 3 clusters Score -4829846 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86916 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -4829846.500000 Penalty: 3710.871094
	Iteration 25Q: 3 clusters Score -4829846 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86992 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -4829859.500000 Penalty: 3710.871094
	Iteration 26Q: 3 clusters Score -4829860 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87051 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -4829870.000000 Penalty: 3710.871094
	Iteration 27Q: 3 clusters Score -4829870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87099 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -4829872.500000 Penalty: 3710.871094
	Iteration 28Q: 3 clusters Score -4829872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87136 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -4829872.500000 Penalty: 3710.871094
	Iteration 29Q: 3 clusters Score -4829872 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87178 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -4829877.500000 Penalty: 3710.871094
	Iteration 30Q: 3 clusters Score -4829878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87204 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -4829880.500000 Penalty: 3710.871094
	Iteration 31Q: 3 clusters Score -4829880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87228 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -4829888.000000 Penalty: 3710.871094
	Iteration 32Q: 3 clusters Score -4829888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87252 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -4829894.000000 Penalty: 3710.871094
	Iteration 33Q: 3 clusters Score -4829894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87277 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -4829894.500000 Penalty: 3710.871094
	Iteration 34Q: 3 clusters Score -4829894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87297 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -4829897.000000 Penalty: 3710.871094
	Iteration 35Q: 3 clusters Score -4829897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87319 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -4829907.000000 Penalty: 3710.871094
	Iteration 36Q: 3 clusters Score -4829907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87335 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -4829911.000000 Penalty: 3710.871094
	Iteration 37Q: 3 clusters Score -4829911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87347 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -4829911.000000 Penalty: 3710.871094
	Iteration 38Q: 3 clusters Score -4829911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87359 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -4829910.000000 Penalty: 3710.871094
	Iteration 39Q: 3 clusters Score -4829910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87377 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -4829923.000000 Penalty: 3710.871094
	Iteration 40F: 3 clusters Score -4829923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87391 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -4829920.500000 Penalty: 3710.871094
	Iteration 41Q: 3 clusters Score -4829920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87397 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -4829921.500000 Penalty: 3710.871094
	Iteration 42Q: 3 clusters Score -4829922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87403 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -4829920.500000 Penalty: 3710.871094
	Iteration 43Q: 3 clusters Score -4829920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87408 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -4829918.500000 Penalty: 3710.871094
	Iteration 44Q: 3 clusters Score -4829918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87413 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -4829916.500000 Penalty: 3710.871094
	Iteration 45Q: 3 clusters Score -4829916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87419 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -4829921.500000 Penalty: 3710.871094
	Iteration 46Q: 3 clusters Score -4829922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87425 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -4829915.000000 Penalty: 3710.871094
	Iteration 47Q: 3 clusters Score -4829915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87432 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -4829910.500000 Penalty: 3710.871094
	Iteration 48Q: 3 clusters Score -4829910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87438 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -4829912.000000 Penalty: 3710.871094
	Iteration 49Q: 3 clusters Score -4829912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87446 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -4829912.500000 Penalty: 3710.871094
	Iteration 50Q: 3 clusters Score -4829912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87452 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -4829909.000000 Penalty: 3710.871094
	Iteration 51Q: 3 clusters Score -4829909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87457 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -4829911.500000 Penalty: 3710.871094
	Iteration 52Q: 3 clusters Score -4829912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87459 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -4829913.500000 Penalty: 3710.871094
	Iteration 53Q: 3 clusters Score -4829914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87464 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -4829912.000000 Penalty: 3710.871094
	Iteration 54Q: 3 clusters Score -4829912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87470 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -4829915.500000 Penalty: 3710.871094
	Iteration 55Q: 3 clusters Score -4829916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87472 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -4829912.000000 Penalty: 3710.871094
	Iteration 56Q: 3 clusters Score -4829912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87476 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -4829915.000000 Penalty: 3710.871094
	Iteration 57Q: 3 clusters Score -4829915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87480 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -4829911.000000 Penalty: 3710.871094
	Iteration 58Q: 3 clusters Score -4829911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87481 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -4829910.000000 Penalty: 3710.871094
	Iteration 59Q: 3 clusters Score -4829910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87484 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -4829914.000000 Penalty: 3710.871094
	Iteration 60F: 3 clusters Score -4829914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87485 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -4829914.500000 Penalty: 3710.871094
	Iteration 61Q: 3 clusters Score -4829914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87487 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -4829914.000000 Penalty: 3710.871094
	Iteration 62Q: 3 clusters Score -4829914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87493 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -4829911.500000 Penalty: 3710.871094
	Iteration 63Q: 3 clusters Score -4829912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87499 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -4829913.500000 Penalty: 3710.871094
	Iteration 64Q: 3 clusters Score -4829914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87505 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -4829918.500000 Penalty: 3710.871094
	Iteration 65Q: 3 clusters Score -4829918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87510 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -4829916.500000 Penalty: 3710.871094
	Iteration 66Q: 3 clusters Score -4829916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87514 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -4829913.500000 Penalty: 3710.871094
	Iteration 67Q: 3 clusters Score -4829914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87518 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -4829912.500000 Penalty: 3710.871094
	Iteration 68Q: 3 clusters Score -4829912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87522 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -4829912.500000 Penalty: 3710.871094
	Iteration 69Q: 3 clusters Score -4829912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87525 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -4829919.000000 Penalty: 3710.871094
	Iteration 70Q: 3 clusters Score -4829919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87530 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -4829915.500000 Penalty: 3710.871094
	Iteration 71Q: 3 clusters Score -4829916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87536 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -4829909.000000 Penalty: 3710.871094
	Iteration 72Q: 3 clusters Score -4829909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87545 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -4829910.000000 Penalty: 3710.871094
	Iteration 73Q: 3 clusters Score -4829910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87554 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -4829910.500000 Penalty: 3710.871094
	Iteration 74Q: 3 clusters Score -4829910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87559 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -4829911.500000 Penalty: 3710.871094
	Iteration 75Q: 3 clusters Score -4829912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87564 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -4829914.000000 Penalty: 3710.871094
	Iteration 76Q: 3 clusters Score -4829914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87568 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -4829912.000000 Penalty: 3710.871094
	Iteration 77Q: 3 clusters Score -4829912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87571 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -4829910.500000 Penalty: 3710.871094
	Iteration 78Q: 3 clusters Score -4829910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87573 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -4829912.000000 Penalty: 3710.871094
	Iteration 79Q: 3 clusters Score -4829912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87578 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -4829906.500000 Penalty: 3710.871094
	Iteration 80F: 3 clusters Score -4829906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87582 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -4829914.000000 Penalty: 3710.871094
	Iteration 81Q: 3 clusters Score -4829914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87583 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -4829913.500000 Penalty: 3710.871094
	Iteration 82Q: 3 clusters Score -4829914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87583 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -4829913.500000 Penalty: 3710.871094
	Iteration 83F: 3 clusters Score -4829914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (194222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194222 members 
Entering Unmasked Estep 
Score: -10509650.000000 Penalty: 1978.723022
	Iteration 0F: 2 clusters Score -1.050965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97311 members 
Mstep: Class 2 contains 96911 members 
Entering Unmasked Estep 
Score: -10379467.000000 Penalty: 3957.446045
	Iteration 0F: 3 clusters Score -1.037947e+07 nChanged 94140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102365 members 
Mstep: Class 2 contains 91857 members 
Entering Unmasked Estep 
Score: -10435791.000000 Penalty: 3957.446045
	Iteration 1F: 3 clusters Score -1.043579e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105771 members 
Mstep: Class 2 contains 88451 members 
Entering Unmasked Estep 
Score: -10437394.000000 Penalty: 3957.446045
	Iteration 2Q: 3 clusters Score -1.043739e+07 nChanged 7752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111197 members 
Mstep: Class 2 contains 83025 members 
Entering Unmasked Estep 
Score: -10440168.000000 Penalty: 3957.446045
	Iteration 3Q: 3 clusters Score -1.044017e+07 nChanged 9968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119265 members 
Mstep: Class 2 contains 74957 members 
Entering Unmasked Estep 
Score: -10444763.000000 Penalty: 3957.446045
	Iteration 4F: 3 clusters Score -1.044476e+07 nChanged 12645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130524 members 
Mstep: Class 2 contains 63698 members 
Entering Unmasked Estep 
Score: -10452393.000000 Penalty: 3957.446045
	Iteration 5F: 3 clusters Score -1.045239e+07 nChanged 15092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144670 members 
Mstep: Class 2 contains 49552 members 
Entering Unmasked Estep 
Score: -10463741.000000 Penalty: 3957.446045
	Iteration 6F: 3 clusters Score -1.046374e+07 nChanged 16035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160073 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -10477396.000000 Penalty: 3957.446045
	Iteration 7F: 3 clusters Score -1.04774e+07 nChanged 13933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173668 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -10490112.000000 Penalty: 3957.446045
	Iteration 8F: 3 clusters Score -1.049011e+07 nChanged 9682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183260 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -10498806.000000 Penalty: 3957.446045
	Iteration 9Q: 3 clusters Score -1.049881e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188607 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -10503492.000000 Penalty: 3957.446045
	Iteration 10Q: 3 clusters Score -1.050349e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191359 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -10505699.000000 Penalty: 3957.446045
	Iteration 11Q: 3 clusters Score -1.05057e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192628 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -10506731.000000 Penalty: 3957.446045
	Iteration 12Q: 3 clusters Score -1.050673e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193196 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -10507301.000000 Penalty: 3957.446045
	Iteration 13Q: 3 clusters Score -1.05073e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193440 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -10507607.000000 Penalty: 3957.446045
	Iteration 14Q: 3 clusters Score -1.050761e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193517 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -10507804.000000 Penalty: 3957.446045
	Iteration 15Q: 3 clusters Score -1.05078e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193536 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -10507915.000000 Penalty: 3957.446045
	Iteration 16Q: 3 clusters Score -1.050792e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193527 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -10507972.000000 Penalty: 3957.446045
	Iteration 17Q: 3 clusters Score -1.050797e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193517 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -10508013.000000 Penalty: 3957.446045
	Iteration 18Q: 3 clusters Score -1.050801e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193510 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -10508045.000000 Penalty: 3957.446045
	Iteration 19Q: 3 clusters Score -1.050804e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193500 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -10508083.000000 Penalty: 3957.446045
	Iteration 20F: 3 clusters Score -1.050808e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193494 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10508113.000000 Penalty: 3957.446045
	Iteration 21Q: 3 clusters Score -1.050811e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193478 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -10508123.000000 Penalty: 3957.446045
	Iteration 22Q: 3 clusters Score -1.050812e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193468 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -10508138.000000 Penalty: 3957.446045
	Iteration 23Q: 3 clusters Score -1.050814e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193458 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -10508148.000000 Penalty: 3957.446045
	Iteration 24Q: 3 clusters Score -1.050815e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193457 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10508168.000000 Penalty: 3957.446045
	Iteration 25Q: 3 clusters Score -1.050817e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193443 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10508178.000000 Penalty: 3957.446045
	Iteration 26Q: 3 clusters Score -1.050818e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193427 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -10508191.000000 Penalty: 3957.446045
	Iteration 27Q: 3 clusters Score -1.050819e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193414 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -10508200.000000 Penalty: 3957.446045
	Iteration 28Q: 3 clusters Score -1.05082e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193401 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -10508233.000000 Penalty: 3957.446045
	Iteration 29Q: 3 clusters Score -1.050823e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193382 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -10508242.000000 Penalty: 3957.446045
	Iteration 30Q: 3 clusters Score -1.050824e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193374 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -10508269.000000 Penalty: 3957.446045
	Iteration 31Q: 3 clusters Score -1.050827e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193357 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -10508265.000000 Penalty: 3957.446045
	Iteration 32Q: 3 clusters Score -1.050826e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193346 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -10508266.000000 Penalty: 3957.446045
	Iteration 33Q: 3 clusters Score -1.050827e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193335 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -10508280.000000 Penalty: 3957.446045
	Iteration 34Q: 3 clusters Score -1.050828e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193317 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -10508305.000000 Penalty: 3957.446045
	Iteration 35Q: 3 clusters Score -1.05083e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193306 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10508333.000000 Penalty: 3957.446045
	Iteration 36Q: 3 clusters Score -1.050833e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193288 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -10508335.000000 Penalty: 3957.446045
	Iteration 37Q: 3 clusters Score -1.050834e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193279 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -10508364.000000 Penalty: 3957.446045
	Iteration 38Q: 3 clusters Score -1.050836e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193265 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -10508371.000000 Penalty: 3957.446045
	Iteration 39Q: 3 clusters Score -1.050837e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193254 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -10508386.000000 Penalty: 3957.446045
	Iteration 40F: 3 clusters Score -1.050839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193250 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -10508395.000000 Penalty: 3957.446045
	Iteration 41Q: 3 clusters Score -1.05084e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193243 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -10508404.000000 Penalty: 3957.446045
	Iteration 42Q: 3 clusters Score -1.05084e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193235 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -10508393.000000 Penalty: 3957.446045
	Iteration 43Q: 3 clusters Score -1.050839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193227 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -10508395.000000 Penalty: 3957.446045
	Iteration 44Q: 3 clusters Score -1.05084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193221 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -10508390.000000 Penalty: 3957.446045
	Iteration 45Q: 3 clusters Score -1.050839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193218 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -10508397.000000 Penalty: 3957.446045
	Iteration 46Q: 3 clusters Score -1.05084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193217 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -10508401.000000 Penalty: 3957.446045
	Iteration 47Q: 3 clusters Score -1.05084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193214 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -10508400.000000 Penalty: 3957.446045
	Iteration 48Q: 3 clusters Score -1.05084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193208 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -10508395.000000 Penalty: 3957.446045
	Iteration 49Q: 3 clusters Score -1.05084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193207 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -10508392.000000 Penalty: 3957.446045
	Iteration 50Q: 3 clusters Score -1.050839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193206 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -10508394.000000 Penalty: 3957.446045
	Iteration 51Q: 3 clusters Score -1.050839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193202 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -10508389.000000 Penalty: 3957.446045
	Iteration 52Q: 3 clusters Score -1.050839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193199 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -10508406.000000 Penalty: 3957.446045
	Iteration 53Q: 3 clusters Score -1.050841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193194 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -10508404.000000 Penalty: 3957.446045
	Iteration 54Q: 3 clusters Score -1.05084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193189 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -10508404.000000 Penalty: 3957.446045
	Iteration 55Q: 3 clusters Score -1.05084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193186 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -10508411.000000 Penalty: 3957.446045
	Iteration 56Q: 3 clusters Score -1.050841e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193188 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -10508409.000000 Penalty: 3957.446045
	Iteration 57Q: 3 clusters Score -1.050841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193187 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -10508409.000000 Penalty: 3957.446045
	Iteration 58Q: 3 clusters Score -1.050841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193187 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -10508407.000000 Penalty: 3957.446045
	Iteration 59Q: 3 clusters Score -1.050841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193190 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -10508405.000000 Penalty: 3957.446045
	Iteration 60F: 3 clusters Score -1.05084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193190 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -10508415.000000 Penalty: 3957.446045
	Iteration 61Q: 3 clusters Score -1.050842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193189 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -10508411.000000 Penalty: 3957.446045
	Iteration 62Q: 3 clusters Score -1.050841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193191 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -10508405.000000 Penalty: 3957.446045
	Iteration 63Q: 3 clusters Score -1.05084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193191 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -10508405.000000 Penalty: 3957.446045
	Iteration 64F: 3 clusters Score -1.05084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Entering Unmasked Estep 
Score: -43368.785156 Penalty: 1110.192505
	Iteration 0F: 2 clusters Score -43368.79 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 480 members 
Entering Unmasked Estep 
Score: -41956.371094 Penalty: 2220.385010
	Iteration 0F: 3 clusters Score -41956.37 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -42190.031250 Penalty: 2220.385010
	Iteration 1F: 3 clusters Score -42190.03 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -42256.910156 Penalty: 2220.385010
	Iteration 2F: 3 clusters Score -42256.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -42288.257812 Penalty: 2220.385010
	Iteration 3Q: 3 clusters Score -42288.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -42298.906250 Penalty: 2220.385010
	Iteration 4Q: 3 clusters Score -42298.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -42310.761719 Penalty: 2220.385010
	Iteration 5Q: 3 clusters Score -42310.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -42317.656250 Penalty: 2220.385010
	Iteration 6Q: 3 clusters Score -42317.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -42322.210938 Penalty: 2220.385010
	Iteration 7Q: 3 clusters Score -42322.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -42324.308594 Penalty: 2220.385010
	Iteration 8Q: 3 clusters Score -42324.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -42327.566406 Penalty: 2220.385010
	Iteration 9Q: 3 clusters Score -42327.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -42331.144531 Penalty: 2220.385010
	Iteration 10Q: 3 clusters Score -42331.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -42333.980469 Penalty: 2220.385010
	Iteration 11Q: 3 clusters Score -42333.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -42337.960938 Penalty: 2220.385010
	Iteration 12Q: 3 clusters Score -42337.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -42341.355469 Penalty: 2220.385010
	Iteration 13Q: 3 clusters Score -42341.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -42345.781250 Penalty: 2220.385010
	Iteration 14Q: 3 clusters Score -42345.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -42347.546875 Penalty: 2220.385010
	Iteration 15Q: 3 clusters Score -42347.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -42349.476562 Penalty: 2220.385010
	Iteration 16Q: 3 clusters Score -42349.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -42352.925781 Penalty: 2220.385010
	Iteration 17Q: 3 clusters Score -42352.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -42356.667969 Penalty: 2220.385010
	Iteration 18Q: 3 clusters Score -42356.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -42359.421875 Penalty: 2220.385010
	Iteration 19Q: 3 clusters Score -42359.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -42361.460938 Penalty: 2220.385010
	Iteration 20F: 3 clusters Score -42361.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -42363.691406 Penalty: 2220.385010
	Iteration 21Q: 3 clusters Score -42363.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -42366.312500 Penalty: 2220.385010
	Iteration 22Q: 3 clusters Score -42366.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -42372.300781 Penalty: 2220.385010
	Iteration 23Q: 3 clusters Score -42372.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -42373.031250 Penalty: 2220.385010
	Iteration 24Q: 3 clusters Score -42373.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -42373.816406 Penalty: 2220.385010
	Iteration 25Q: 3 clusters Score -42373.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -42373.816406 Penalty: 2220.385010
	Iteration 26F: 3 clusters Score -42373.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Entering Unmasked Estep 
Score: -240953.500000 Penalty: 1373.052856
	Iteration 0F: 2 clusters Score -240953.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -237194.875000 Penalty: 2746.105713
	Iteration 0F: 3 clusters Score -237194.9 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -238264.140625 Penalty: 2746.105713
	Iteration 1F: 3 clusters Score -238264.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -238486.187500 Penalty: 2746.105713
	Iteration 2F: 3 clusters Score -238486.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -238668.328125 Penalty: 2746.105713
	Iteration 3F: 3 clusters Score -238668.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -238826.796875 Penalty: 2746.105713
	Iteration 4F: 3 clusters Score -238826.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -238951.000000 Penalty: 2746.105713
	Iteration 5Q: 3 clusters Score -238951 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -239066.109375 Penalty: 2746.105713
	Iteration 6Q: 3 clusters Score -239066.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -239157.031250 Penalty: 2746.105713
	Iteration 7Q: 3 clusters Score -239157 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -239237.703125 Penalty: 2746.105713
	Iteration 8Q: 3 clusters Score -239237.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -239297.796875 Penalty: 2746.105713
	Iteration 9Q: 3 clusters Score -239297.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -239355.640625 Penalty: 2746.105713
	Iteration 10Q: 3 clusters Score -239355.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -239408.343750 Penalty: 2746.105713
	Iteration 11Q: 3 clusters Score -239408.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -239457.859375 Penalty: 2746.105713
	Iteration 12Q: 3 clusters Score -239457.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -239496.453125 Penalty: 2746.105713
	Iteration 13Q: 3 clusters Score -239496.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -239538.578125 Penalty: 2746.105713
	Iteration 14Q: 3 clusters Score -239538.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -239583.687500 Penalty: 2746.105713
	Iteration 15Q: 3 clusters Score -239583.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -239628.921875 Penalty: 2746.105713
	Iteration 16Q: 3 clusters Score -239628.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -239675.937500 Penalty: 2746.105713
	Iteration 17Q: 3 clusters Score -239675.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -239716.265625 Penalty: 2746.105713
	Iteration 18Q: 3 clusters Score -239716.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -239760.015625 Penalty: 2746.105713
	Iteration 19Q: 3 clusters Score -239760 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -239795.000000 Penalty: 2746.105713
	Iteration 20F: 3 clusters Score -239795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -239824.546875 Penalty: 2746.105713
	Iteration 21Q: 3 clusters Score -239824.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -239844.906250 Penalty: 2746.105713
	Iteration 22Q: 3 clusters Score -239844.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -239862.359375 Penalty: 2746.105713
	Iteration 23Q: 3 clusters Score -239862.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -239881.312500 Penalty: 2746.105713
	Iteration 24Q: 3 clusters Score -239881.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -239901.484375 Penalty: 2746.105713
	Iteration 25Q: 3 clusters Score -239901.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -239916.203125 Penalty: 2746.105713
	Iteration 26Q: 3 clusters Score -239916.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -239926.890625 Penalty: 2746.105713
	Iteration 27Q: 3 clusters Score -239926.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -239933.296875 Penalty: 2746.105713
	Iteration 28Q: 3 clusters Score -239933.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -239942.140625 Penalty: 2746.105713
	Iteration 29Q: 3 clusters Score -239942.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -239952.593750 Penalty: 2746.105713
	Iteration 30Q: 3 clusters Score -239952.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -239965.000000 Penalty: 2746.105713
	Iteration 31Q: 3 clusters Score -239965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -239972.437500 Penalty: 2746.105713
	Iteration 32Q: 3 clusters Score -239972.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -239977.703125 Penalty: 2746.105713
	Iteration 33Q: 3 clusters Score -239977.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -239979.218750 Penalty: 2746.105713
	Iteration 34Q: 3 clusters Score -239979.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -239979.890625 Penalty: 2746.105713
	Iteration 35Q: 3 clusters Score -239979.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -239980.296875 Penalty: 2746.105713
	Iteration 36Q: 3 clusters Score -239980.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -239980.671875 Penalty: 2746.105713
	Iteration 37Q: 3 clusters Score -239980.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -239980.671875 Penalty: 2746.105713
	Iteration 38F: 3 clusters Score -239980.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78244 members 
Mstep: Class 7 contains 2730 members 
Mstep: Class 8 contains 31973 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4654 members 
Mstep: Class 11 contains 15072 members 
Mstep: Class 12 contains 6192 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 13975 members 
Mstep: Class 15 contains 8344 members 
Mstep: Class 16 contains 8054 members 
Mstep: Class 17 contains 8267 members 
Mstep: Class 18 contains 3209 members 
Mstep: Class 19 contains 98756 members 
Mstep: Class 20 contains 60115 members 
Mstep: Class 21 contains 9700 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90950 members 
Mstep: Class 26 contains 194222 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941308.000000 Penalty: 61307.429688
Iteration 119Q: 29 clusters Score -3.594131e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78239 members 
Mstep: Class 7 contains 2730 members 
Mstep: Class 8 contains 31974 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4654 members 
Mstep: Class 11 contains 15069 members 
Mstep: Class 12 contains 6196 members 
Mstep: Class 13 contains 4357 members 
Mstep: Class 14 contains 13971 members 
Mstep: Class 15 contains 8344 members 
Mstep: Class 16 contains 8065 members 
Mstep: Class 17 contains 8266 members 
Mstep: Class 18 contains 3208 members 
Mstep: Class 19 contains 98763 members 
Mstep: Class 20 contains 60115 members 
Mstep: Class 21 contains 9700 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90945 members 
Mstep: Class 26 contains 194210 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941240.000000 Penalty: 61307.429688
Iteration 120F: 29 clusters Score -3.594124e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5629 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78236 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 31971 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4653 members 
Mstep: Class 11 contains 15066 members 
Mstep: Class 12 contains 6199 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 13971 members 
Mstep: Class 15 contains 8344 members 
Mstep: Class 16 contains 8071 members 
Mstep: Class 17 contains 8264 members 
Mstep: Class 18 contains 3208 members 
Mstep: Class 19 contains 98764 members 
Mstep: Class 20 contains 60115 members 
Mstep: Class 21 contains 9700 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90940 members 
Mstep: Class 26 contains 194207 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941228.000000 Penalty: 61307.429688
Iteration 121Q: 29 clusters Score -3.594123e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5629 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78236 members 
Mstep: Class 7 contains 2732 members 
Mstep: Class 8 contains 31969 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4654 members 
Mstep: Class 11 contains 15065 members 
Mstep: Class 12 contains 6203 members 
Mstep: Class 13 contains 4354 members 
Mstep: Class 14 contains 13966 members 
Mstep: Class 15 contains 8343 members 
Mstep: Class 16 contains 8077 members 
Mstep: Class 17 contains 8263 members 
Mstep: Class 18 contains 3208 members 
Mstep: Class 19 contains 98767 members 
Mstep: Class 20 contains 60115 members 
Mstep: Class 21 contains 9700 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90937 members 
Mstep: Class 26 contains 194201 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941220.000000 Penalty: 61307.429688
Iteration 122Q: 29 clusters Score -3.594122e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78237 members 
Mstep: Class 7 contains 2732 members 
Mstep: Class 8 contains 31969 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4655 members 
Mstep: Class 11 contains 15063 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 4352 members 
Mstep: Class 14 contains 13957 members 
Mstep: Class 15 contains 8343 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 8262 members 
Mstep: Class 18 contains 3208 members 
Mstep: Class 19 contains 98771 members 
Mstep: Class 20 contains 60115 members 
Mstep: Class 21 contains 9701 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90934 members 
Mstep: Class 26 contains 194194 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941208.000000 Penalty: 61307.429688
Iteration 123Q: 29 clusters Score -3.594121e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5629 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78244 members 
Mstep: Class 7 contains 2732 members 
Mstep: Class 8 contains 31968 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4657 members 
Mstep: Class 11 contains 15062 members 
Mstep: Class 12 contains 6208 members 
Mstep: Class 13 contains 4352 members 
Mstep: Class 14 contains 13953 members 
Mstep: Class 15 contains 8343 members 
Mstep: Class 16 contains 8090 members 
Mstep: Class 17 contains 8259 members 
Mstep: Class 18 contains 3208 members 
Mstep: Class 19 contains 98772 members 
Mstep: Class 20 contains 60115 members 
Mstep: Class 21 contains 9700 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90926 members 
Mstep: Class 26 contains 194188 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941188.000000 Penalty: 61307.429688
Iteration 124Q: 29 clusters Score -3.594119e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5629 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78245 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 31967 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4658 members 
Mstep: Class 11 contains 15061 members 
Mstep: Class 12 contains 6211 members 
Mstep: Class 13 contains 4352 members 
Mstep: Class 14 contains 13950 members 
Mstep: Class 15 contains 8343 members 
Mstep: Class 16 contains 8095 members 
Mstep: Class 17 contains 8258 members 
Mstep: Class 18 contains 3208 members 
Mstep: Class 19 contains 98774 members 
Mstep: Class 20 contains 60115 members 
Mstep: Class 21 contains 9700 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90921 members 
Mstep: Class 26 contains 194181 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941248.000000 Penalty: 61307.429688
Iteration 125Q: 29 clusters Score -3.594125e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5629 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78237 members 
Mstep: Class 7 contains 2730 members 
Mstep: Class 8 contains 31967 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4658 members 
Mstep: Class 11 contains 15060 members 
Mstep: Class 12 contains 6213 members 
Mstep: Class 13 contains 4351 members 
Mstep: Class 14 contains 13953 members 
Mstep: Class 15 contains 8343 members 
Mstep: Class 16 contains 8099 members 
Mstep: Class 17 contains 8259 members 
Mstep: Class 18 contains 3208 members 
Mstep: Class 19 contains 98777 members 
Mstep: Class 20 contains 60115 members 
Mstep: Class 21 contains 9700 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90921 members 
Mstep: Class 26 contains 194170 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941224.000000 Penalty: 61307.429688
Iteration 126Q: 29 clusters Score -3.594122e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5630 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78231 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 31967 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4658 members 
Mstep: Class 11 contains 15060 members 
Mstep: Class 12 contains 6217 members 
Mstep: Class 13 contains 4351 members 
Mstep: Class 14 contains 13949 members 
Mstep: Class 15 contains 8343 members 
Mstep: Class 16 contains 8100 members 
Mstep: Class 17 contains 8260 members 
Mstep: Class 18 contains 3208 members 
Mstep: Class 19 contains 98779 members 
Mstep: Class 20 contains 60115 members 
Mstep: Class 21 contains 9699 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90920 members 
Mstep: Class 26 contains 194161 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941236.000000 Penalty: 61307.429688
Iteration 127Q: 29 clusters Score -3.594124e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5632 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78223 members 
Mstep: Class 7 contains 2732 members 
Mstep: Class 8 contains 31970 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4658 members 
Mstep: Class 11 contains 15061 members 
Mstep: Class 12 contains 6218 members 
Mstep: Class 13 contains 4351 members 
Mstep: Class 14 contains 13944 members 
Mstep: Class 15 contains 8341 members 
Mstep: Class 16 contains 8099 members 
Mstep: Class 17 contains 8259 members 
Mstep: Class 18 contains 3208 members 
Mstep: Class 19 contains 98783 members 
Mstep: Class 20 contains 60115 members 
Mstep: Class 21 contains 9699 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90919 members 
Mstep: Class 26 contains 194159 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941208.000000 Penalty: 61307.429688
Iteration 128Q: 29 clusters Score -3.594121e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5631 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78213 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 31972 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4657 members 
Mstep: Class 11 contains 15061 members 
Mstep: Class 12 contains 6221 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 13941 members 
Mstep: Class 15 contains 8341 members 
Mstep: Class 16 contains 8099 members 
Mstep: Class 17 contains 8256 members 
Mstep: Class 18 contains 3208 members 
Mstep: Class 19 contains 98790 members 
Mstep: Class 20 contains 60115 members 
Mstep: Class 21 contains 9699 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90919 members 
Mstep: Class 26 contains 194151 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941192.000000 Penalty: 61307.429688
Iteration 129Q: 29 clusters Score -3.594119e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5631 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78210 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 31972 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4654 members 
Mstep: Class 11 contains 15061 members 
Mstep: Class 12 contains 6224 members 
Mstep: Class 13 contains 4349 members 
Mstep: Class 14 contains 13941 members 
Mstep: Class 15 contains 8340 members 
Mstep: Class 16 contains 8099 members 
Mstep: Class 17 contains 8255 members 
Mstep: Class 18 contains 3208 members 
Mstep: Class 19 contains 98792 members 
Mstep: Class 20 contains 60116 members 
Mstep: Class 21 contains 9699 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90916 members 
Mstep: Class 26 contains 194146 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941204.000000 Penalty: 61307.429688
Iteration 130Q: 29 clusters Score -3.59412e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5631 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78209 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 31972 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4653 members 
Mstep: Class 11 contains 15062 members 
Mstep: Class 12 contains 6225 members 
Mstep: Class 13 contains 4349 members 
Mstep: Class 14 contains 13941 members 
Mstep: Class 15 contains 8340 members 
Mstep: Class 16 contains 8099 members 
Mstep: Class 17 contains 8251 members 
Mstep: Class 18 contains 3208 members 
Mstep: Class 19 contains 98791 members 
Mstep: Class 20 contains 60116 members 
Mstep: Class 21 contains 9699 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90915 members 
Mstep: Class 26 contains 194144 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941244.000000 Penalty: 61307.429688
Iteration 131Q: 29 clusters Score -3.594124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5631 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78205 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 31970 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4654 members 
Mstep: Class 11 contains 15062 members 
Mstep: Class 12 contains 6226 members 
Mstep: Class 13 contains 4349 members 
Mstep: Class 14 contains 13940 members 
Mstep: Class 15 contains 8340 members 
Mstep: Class 16 contains 8099 members 
Mstep: Class 17 contains 8250 members 
Mstep: Class 18 contains 3208 members 
Mstep: Class 19 contains 98794 members 
Mstep: Class 20 contains 60116 members 
Mstep: Class 21 contains 9699 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90915 members 
Mstep: Class 26 contains 194140 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941236.000000 Penalty: 61307.429688
Iteration 132Q: 29 clusters Score -3.594124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5631 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78206 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 31967 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4655 members 
Mstep: Class 11 contains 15062 members 
Mstep: Class 12 contains 6229 members 
Mstep: Class 13 contains 4349 members 
Mstep: Class 14 contains 13937 members 
Mstep: Class 15 contains 8340 members 
Mstep: Class 16 contains 8099 members 
Mstep: Class 17 contains 8250 members 
Mstep: Class 18 contains 3208 members 
Mstep: Class 19 contains 98795 members 
Mstep: Class 20 contains 60116 members 
Mstep: Class 21 contains 9699 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90914 members 
Mstep: Class 26 contains 194136 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941228.000000 Penalty: 61307.429688
Iteration 133Q: 29 clusters Score -3.594123e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5631 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78208 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 31964 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4658 members 
Mstep: Class 11 contains 15062 members 
Mstep: Class 12 contains 6230 members 
Mstep: Class 13 contains 4349 members 
Mstep: Class 14 contains 13938 members 
Mstep: Class 15 contains 8340 members 
Mstep: Class 16 contains 8099 members 
Mstep: Class 17 contains 8250 members 
Mstep: Class 18 contains 3207 members 
Mstep: Class 19 contains 98795 members 
Mstep: Class 20 contains 60116 members 
Mstep: Class 21 contains 9699 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90914 members 
Mstep: Class 26 contains 194131 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941188.000000 Penalty: 61307.429688
Iteration 134Q: 29 clusters Score -3.594119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5631 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78208 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 31966 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4658 members 
Mstep: Class 11 contains 15062 members 
Mstep: Class 12 contains 6233 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 13940 members 
Mstep: Class 15 contains 8340 members 
Mstep: Class 16 contains 8099 members 
Mstep: Class 17 contains 8250 members 
Mstep: Class 18 contains 3206 members 
Mstep: Class 19 contains 98793 members 
Mstep: Class 20 contains 60116 members 
Mstep: Class 21 contains 9699 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90914 members 
Mstep: Class 26 contains 194125 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941200.000000 Penalty: 61307.429688
Iteration 135Q: 29 clusters Score -3.59412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5631 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78206 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 31968 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4657 members 
Mstep: Class 11 contains 15062 members 
Mstep: Class 12 contains 6233 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 13941 members 
Mstep: Class 15 contains 8340 members 
Mstep: Class 16 contains 8099 members 
Mstep: Class 17 contains 8249 members 
Mstep: Class 18 contains 3206 members 
Mstep: Class 19 contains 98793 members 
Mstep: Class 20 contains 60116 members 
Mstep: Class 21 contains 9699 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90913 members 
Mstep: Class 26 contains 194123 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941196.000000 Penalty: 61307.429688
Iteration 136Q: 29 clusters Score -3.59412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5631 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78209 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 31967 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4657 members 
Mstep: Class 11 contains 15062 members 
Mstep: Class 12 contains 6233 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 13941 members 
Mstep: Class 15 contains 8340 members 
Mstep: Class 16 contains 8099 members 
Mstep: Class 17 contains 8249 members 
Mstep: Class 18 contains 3206 members 
Mstep: Class 19 contains 98792 members 
Mstep: Class 20 contains 60116 members 
Mstep: Class 21 contains 9699 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90912 members 
Mstep: Class 26 contains 194121 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941192.000000 Penalty: 61307.429688
Iteration 137Q: 29 clusters Score -3.594119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5631 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78212 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 31965 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4659 members 
Mstep: Class 11 contains 15062 members 
Mstep: Class 12 contains 6233 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 13941 members 
Mstep: Class 15 contains 8340 members 
Mstep: Class 16 contains 8099 members 
Mstep: Class 17 contains 8249 members 
Mstep: Class 18 contains 3206 members 
Mstep: Class 19 contains 98790 members 
Mstep: Class 20 contains 60116 members 
Mstep: Class 21 contains 9699 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90911 members 
Mstep: Class 26 contains 194121 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941172.000000 Penalty: 61307.429688
Iteration 138Q: 29 clusters Score -3.594117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5631 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78211 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 31963 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4660 members 
Mstep: Class 11 contains 15063 members 
Mstep: Class 12 contains 6234 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 13941 members 
Mstep: Class 15 contains 8340 members 
Mstep: Class 16 contains 8099 members 
Mstep: Class 17 contains 8249 members 
Mstep: Class 18 contains 3206 members 
Mstep: Class 19 contains 98790 members 
Mstep: Class 20 contains 60116 members 
Mstep: Class 21 contains 9699 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90911 members 
Mstep: Class 26 contains 194121 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941164.000000 Penalty: 61307.429688
Iteration 139Q: 29 clusters Score -3.594116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5631 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78211 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 31963 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4660 members 
Mstep: Class 11 contains 15063 members 
Mstep: Class 12 contains 6234 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 13941 members 
Mstep: Class 15 contains 8340 members 
Mstep: Class 16 contains 8099 members 
Mstep: Class 17 contains 8249 members 
Mstep: Class 18 contains 3206 members 
Mstep: Class 19 contains 98790 members 
Mstep: Class 20 contains 60116 members 
Mstep: Class 21 contains 9699 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90911 members 
Mstep: Class 26 contains 194121 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35941164.000000 Penalty: 61307.429688
Iteration 140F: 29 clusters Score -3.594116e+07 nChanged 0
Entering ConstructFrom: 
Score: -35941164.000000 Penalty: 61307.429688
Entering ConstructFrom: 
Trying to split cluster 1 (2418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Entering Unmasked Estep 
Score: -109609.343750 Penalty: 1265.988159
	Iteration 0F: 2 clusters Score -109609.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -107237.640625 Penalty: 2531.976318
	Iteration 0F: 3 clusters Score -107237.6 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -108048.640625 Penalty: 2531.976318
	Iteration 1F: 3 clusters Score -108048.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -108403.726562 Penalty: 2531.976318
	Iteration 2F: 3 clusters Score -108403.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -108640.093750 Penalty: 2531.976318
	Iteration 3F: 3 clusters Score -108640.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -108823.351562 Penalty: 2531.976318
	Iteration 4F: 3 clusters Score -108823.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -108982.062500 Penalty: 2531.976318
	Iteration 5F: 3 clusters Score -108982.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -109106.265625 Penalty: 2531.976318
	Iteration 6Q: 3 clusters Score -109106.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -109202.601562 Penalty: 2531.976318
	Iteration 7Q: 3 clusters Score -109202.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -109260.843750 Penalty: 2531.976318
	Iteration 8Q: 3 clusters Score -109260.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -109291.429688 Penalty: 2531.976318
	Iteration 9Q: 3 clusters Score -109291.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -109304.703125 Penalty: 2531.976318
	Iteration 10Q: 3 clusters Score -109304.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -109315.625000 Penalty: 2531.976318
	Iteration 11Q: 3 clusters Score -109315.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -109321.687500 Penalty: 2531.976318
	Iteration 12Q: 3 clusters Score -109321.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -109329.406250 Penalty: 2531.976318
	Iteration 13Q: 3 clusters Score -109329.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -109338.953125 Penalty: 2531.976318
	Iteration 14Q: 3 clusters Score -109339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -109351.625000 Penalty: 2531.976318
	Iteration 15Q: 3 clusters Score -109351.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -109362.335938 Penalty: 2531.976318
	Iteration 16Q: 3 clusters Score -109362.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -109371.140625 Penalty: 2531.976318
	Iteration 17Q: 3 clusters Score -109371.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -109374.859375 Penalty: 2531.976318
	Iteration 18Q: 3 clusters Score -109374.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -109376.625000 Penalty: 2531.976318
	Iteration 19Q: 3 clusters Score -109376.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -109378.257812 Penalty: 2531.976318
	Iteration 20F: 3 clusters Score -109378.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -109378.515625 Penalty: 2531.976318
	Iteration 21Q: 3 clusters Score -109378.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -109378.515625 Penalty: 2531.976318
	Iteration 22F: 3 clusters Score -109378.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Entering Unmasked Estep 
Score: -64354.308594 Penalty: 1188.181519
	Iteration 0F: 2 clusters Score -64354.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -62600.304688 Penalty: 2376.363037
	Iteration 0F: 3 clusters Score -62600.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -63051.062500 Penalty: 2376.363037
	Iteration 1F: 3 clusters Score -63051.06 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -63280.621094 Penalty: 2376.363037
	Iteration 2F: 3 clusters Score -63280.62 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -63512.890625 Penalty: 2376.363037
	Iteration 3F: 3 clusters Score -63512.89 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -63709.179688 Penalty: 2376.363037
	Iteration 4F: 3 clusters Score -63709.18 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -63835.035156 Penalty: 2376.363037
	Iteration 5F: 3 clusters Score -63835.04 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -63972.636719 Penalty: 2376.363037
	Iteration 6F: 3 clusters Score -63972.64 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -64081.792969 Penalty: 2376.363037
	Iteration 7Q: 3 clusters Score -64081.79 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -64219.367188 Penalty: 2376.363037
	Iteration 8Q: 3 clusters Score -64219.37 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -64378.417969 Penalty: 2376.363037
	Iteration 9Q: 3 clusters Score -64378.42 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -64546.261719 Penalty: 2376.363037
	Iteration 10Q: 3 clusters Score -64546.26 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -64682.730469 Penalty: 2376.363037
	Iteration 11Q: 3 clusters Score -64682.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -64747.281250 Penalty: 2376.363037
	Iteration 12Q: 3 clusters Score -64747.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -64773.476562 Penalty: 2376.363037
	Iteration 13Q: 3 clusters Score -64773.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -64777.480469 Penalty: 2376.363037
	Iteration 14Q: 3 clusters Score -64777.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -64778.476562 Penalty: 2376.363037
	Iteration 15Q: 3 clusters Score -64778.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -64778.476562 Penalty: 2376.363037
	Iteration 16F: 3 clusters Score -64778.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 864 members 
Mstep: Class 3 contains 7864 members 
Mstep: Class 4 contains 5631 members 
Mstep: Class 5 contains 28621 members 
Mstep: Class 6 contains 78211 members 
Mstep: Class 7 contains 2731 members 
Mstep: Class 8 contains 31963 members 
Mstep: Class 9 contains 6640 members 
Mstep: Class 10 contains 4660 members 
Mstep: Class 11 contains 15063 members 
Mstep: Class 12 contains 6234 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 13941 members 
Mstep: Class 15 contains 8340 members 
Mstep: Class 16 contains 8099 members 
Mstep: Class 17 contains 8249 members 
Mstep: Class 18 contains 3206 members 
Mstep: Class 19 contains 98790 members 
Mstep: Class 20 contains 60116 members 
Mstep: Class 21 contains 9699 members 
Mstep: Class 22 contains 8263 members 
Mstep: Class 23 contains 3194 members 
Mstep: Class 24 contains 2280 members 
Mstep: Class 25 contains 90911 members 
Mstep: Class 26 contains 194121 members 
Mstep: Class 27 contains 927 members 
Mstep: Class 28 contains 4789 members 
Mstep: Class 29 contains 634 members 
Entering Unmasked Estep 
Score: -35940608.000000 Penalty: 63496.980469
Splitting cluster 2 changes total score from -35941164.000000 to -35940608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (7864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Entering Unmasked Estep 
Score: -402868.531250 Penalty: 1457.633301
	Iteration 0F: 2 clusters Score -402868.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -397049.281250 Penalty: 2915.266602
	Iteration 0F: 3 clusters Score -397049.3 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -398802.375000 Penalty: 2915.266602
	Iteration 1F: 3 clusters Score -398802.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -399009.125000 Penalty: 2915.266602
	Iteration 2F: 3 clusters Score -399009.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -399165.968750 Penalty: 2915.266602
	Iteration 3Q: 3 clusters Score -399166 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -399280.687500 Penalty: 2915.266602
	Iteration 4Q: 3 clusters Score -399280.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -399384.312500 Penalty: 2915.266602
	Iteration 5Q: 3 clusters Score -399384.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -399503.750000 Penalty: 2915.266602
	Iteration 6Q: 3 clusters Score -399503.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -399658.500000 Penalty: 2915.266602
	Iteration 7Q: 3 clusters Score -399658.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -399893.156250 Penalty: 2915.266602
	Iteration 8F: 3 clusters Score -399893.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -400235.625000 Penalty: 2915.266602
	Iteration 9F: 3 clusters Score -400235.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -400631.687500 Penalty: 2915.266602
	Iteration 10F: 3 clusters Score -400631.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -401019.843750 Penalty: 2915.266602
	Iteration 11F: 3 clusters Score -401019.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -401346.031250 Penalty: 2915.266602
	Iteration 12Q: 3 clusters Score -401346 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -401573.406250 Penalty: 2915.266602
	Iteration 13Q: 3 clusters Score -401573.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -401729.343750 Penalty: 2915.266602
	Iteration 14Q: 3 clusters Score -401729.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -401828.718750 Penalty: 2915.266602
	Iteration 15Q: 3 clusters Score -401828.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -401878.718750 Penalty: 2915.266602
	Iteration 16Q: 3 clusters Score -401878.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -401908.250000 Penalty: 2915.266602
	Iteration 17Q: 3 clusters Score -401908.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -401921.718750 Penalty: 2915.266602
	Iteration 18Q: 3 clusters Score -401921.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -401932.625000 Penalty: 2915.266602
	Iteration 19Q: 3 clusters Score -401932.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -401945.031250 Penalty: 2915.266602
	Iteration 20F: 3 clusters Score -401945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -401951.468750 Penalty: 2915.266602
	Iteration 21Q: 3 clusters Score -401951.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -401958.156250 Penalty: 2915.266602
	Iteration 22Q: 3 clusters Score -401958.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -401965.437500 Penalty: 2915.266602
	Iteration 23Q: 3 clusters Score -401965.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -401971.406250 Penalty: 2915.266602
	Iteration 24Q: 3 clusters Score -401971.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -401980.812500 Penalty: 2915.266602
	Iteration 25Q: 3 clusters Score -401980.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -401988.843750 Penalty: 2915.266602
	Iteration 26Q: 3 clusters Score -401988.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -401994.375000 Penalty: 2915.266602
	Iteration 27Q: 3 clusters Score -401994.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -401997.312500 Penalty: 2915.266602
	Iteration 28Q: 3 clusters Score -401997.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -401998.875000 Penalty: 2915.266602
	Iteration 29Q: 3 clusters Score -401998.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -401999.093750 Penalty: 2915.266602
	Iteration 30Q: 3 clusters Score -401999.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -401999.093750 Penalty: 2915.266602
	Iteration 31F: 3 clusters Score -401999.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Entering Unmasked Estep 
Score: -300252.375000 Penalty: 1403.356934
	Iteration 0F: 2 clusters Score -300252.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -295880.062500 Penalty: 2806.713867
	Iteration 0F: 3 clusters Score -295880.1 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -297066.343750 Penalty: 2806.713867
	Iteration 1F: 3 clusters Score -297066.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -297269.687500 Penalty: 2806.713867
	Iteration 2F: 3 clusters Score -297269.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -297424.500000 Penalty: 2806.713867
	Iteration 3F: 3 clusters Score -297424.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -297568.125000 Penalty: 2806.713867
	Iteration 4Q: 3 clusters Score -297568.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -297699.156250 Penalty: 2806.713867
	Iteration 5Q: 3 clusters Score -297699.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -297833.375000 Penalty: 2806.713867
	Iteration 6Q: 3 clusters Score -297833.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -297979.312500 Penalty: 2806.713867
	Iteration 7Q: 3 clusters Score -297979.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -298155.968750 Penalty: 2806.713867
	Iteration 8Q: 3 clusters Score -298156 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -298314.593750 Penalty: 2806.713867
	Iteration 9Q: 3 clusters Score -298314.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -298504.593750 Penalty: 2806.713867
	Iteration 10Q: 3 clusters Score -298504.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -298671.531250 Penalty: 2806.713867
	Iteration 11Q: 3 clusters Score -298671.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -298808.750000 Penalty: 2806.713867
	Iteration 12Q: 3 clusters Score -298808.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -298894.375000 Penalty: 2806.713867
	Iteration 13Q: 3 clusters Score -298894.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -298958.187500 Penalty: 2806.713867
	Iteration 14Q: 3 clusters Score -298958.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -298999.218750 Penalty: 2806.713867
	Iteration 15Q: 3 clusters Score -298999.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -299023.437500 Penalty: 2806.713867
	Iteration 16Q: 3 clusters Score -299023.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -299037.562500 Penalty: 2806.713867
	Iteration 17Q: 3 clusters Score -299037.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -299041.562500 Penalty: 2806.713867
	Iteration 18Q: 3 clusters Score -299041.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -299048.031250 Penalty: 2806.713867
	Iteration 19Q: 3 clusters Score -299048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -299057.312500 Penalty: 2806.713867
	Iteration 20F: 3 clusters Score -299057.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -299063.656250 Penalty: 2806.713867
	Iteration 21Q: 3 clusters Score -299063.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -299072.468750 Penalty: 2806.713867
	Iteration 22Q: 3 clusters Score -299072.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -299075.937500 Penalty: 2806.713867
	Iteration 23Q: 3 clusters Score -299075.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -299078.750000 Penalty: 2806.713867
	Iteration 24Q: 3 clusters Score -299078.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -299079.968750 Penalty: 2806.713867
	Iteration 25Q: 3 clusters Score -299080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -299083.937500 Penalty: 2806.713867
	Iteration 26Q: 3 clusters Score -299083.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -299089.250000 Penalty: 2806.713867
	Iteration 27Q: 3 clusters Score -299089.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -299092.250000 Penalty: 2806.713867
	Iteration 28Q: 3 clusters Score -299092.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -299097.187500 Penalty: 2806.713867
	Iteration 29Q: 3 clusters Score -299097.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -299101.187500 Penalty: 2806.713867
	Iteration 30Q: 3 clusters Score -299101.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -299104.062500 Penalty: 2806.713867
	Iteration 31Q: 3 clusters Score -299104.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -299104.875000 Penalty: 2806.713867
	Iteration 32Q: 3 clusters Score -299104.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -299106.625000 Penalty: 2806.713867
	Iteration 33Q: 3 clusters Score -299106.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -299106.625000 Penalty: 2806.713867
	Iteration 34F: 3 clusters Score -299106.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Entering Unmasked Estep 
Score: -1493103.375000 Penalty: 1667.558105
	Iteration 0F: 2 clusters Score -1493103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1473960.375000 Penalty: 3335.116211
	Iteration 0F: 3 clusters Score -1473960 nChanged 13140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -1481247.750000 Penalty: 3335.116211
	Iteration 1F: 3 clusters Score -1481248 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1481613.750000 Penalty: 3335.116211
	Iteration 2Q: 3 clusters Score -1481614 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -1482007.250000 Penalty: 3335.116211
	Iteration 3Q: 3 clusters Score -1482007 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -1482464.500000 Penalty: 3335.116211
	Iteration 4Q: 3 clusters Score -1482464 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -1483127.375000 Penalty: 3335.116211
	Iteration 5Q: 3 clusters Score -1483127 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -1484155.500000 Penalty: 3335.116211
	Iteration 6F: 3 clusters Score -1484156 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -1485691.250000 Penalty: 3335.116211
	Iteration 7F: 3 clusters Score -1485691 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -1487653.750000 Penalty: 3335.116211
	Iteration 8F: 3 clusters Score -1487654 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -1489514.000000 Penalty: 3335.116211
	Iteration 9F: 3 clusters Score -1489514 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -1490700.250000 Penalty: 3335.116211
	Iteration 10Q: 3 clusters Score -1490700 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -1491310.375000 Penalty: 3335.116211
	Iteration 11Q: 3 clusters Score -1491310 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -1491627.500000 Penalty: 3335.116211
	Iteration 12Q: 3 clusters Score -1491628 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -1491767.000000 Penalty: 3335.116211
	Iteration 13Q: 3 clusters Score -1491767 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -1491851.625000 Penalty: 3335.116211
	Iteration 14Q: 3 clusters Score -1491852 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -1491893.125000 Penalty: 3335.116211
	Iteration 15Q: 3 clusters Score -1491893 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -1491923.625000 Penalty: 3335.116211
	Iteration 16Q: 3 clusters Score -1491924 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -1491938.125000 Penalty: 3335.116211
	Iteration 17Q: 3 clusters Score -1491938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -1491946.375000 Penalty: 3335.116211
	Iteration 18Q: 3 clusters Score -1491946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -1491950.875000 Penalty: 3335.116211
	Iteration 19Q: 3 clusters Score -1491951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -1491957.125000 Penalty: 3335.116211
	Iteration 20F: 3 clusters Score -1491957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -1491960.250000 Penalty: 3335.116211
	Iteration 21Q: 3 clusters Score -1491960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -1491962.250000 Penalty: 3335.116211
	Iteration 22Q: 3 clusters Score -1491962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -1491962.500000 Penalty: 3335.116211
	Iteration 23Q: 3 clusters Score -1491962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -1491961.750000 Penalty: 3335.116211
	Iteration 24Q: 3 clusters Score -1491962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -1491959.625000 Penalty: 3335.116211
	Iteration 25Q: 3 clusters Score -1491960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -1491959.625000 Penalty: 3335.116211
	Iteration 26F: 3 clusters Score -1491960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (78211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78211 members 
Entering Unmasked Estep 
Score: -4198389.000000 Penalty: 1830.914307
	Iteration 0F: 2 clusters Score -4198389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -4146253.750000 Penalty: 3661.828613
	Iteration 0F: 3 clusters Score -4146254 nChanged 36956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -4167405.000000 Penalty: 3661.828613
	Iteration 1F: 3 clusters Score -4167405 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -4168211.500000 Penalty: 3661.828613
	Iteration 2Q: 3 clusters Score -4168212 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -4169103.250000 Penalty: 3661.828613
	Iteration 3Q: 3 clusters Score -4169103 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -4170218.500000 Penalty: 3661.828613
	Iteration 4Q: 3 clusters Score -4170218 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -4171901.250000 Penalty: 3661.828613
	Iteration 5Q: 3 clusters Score -4171901 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -4174226.750000 Penalty: 3661.828613
	Iteration 6F: 3 clusters Score -4174227 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -4177489.500000 Penalty: 3661.828613
	Iteration 7F: 3 clusters Score -4177490 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60964 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -4181607.000000 Penalty: 3661.828613
	Iteration 8F: 3 clusters Score -4181607 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66400 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -4186289.250000 Penalty: 3661.828613
	Iteration 9F: 3 clusters Score -4186289 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71128 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -4190570.750000 Penalty: 3661.828613
	Iteration 10F: 3 clusters Score -4190571 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74505 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -4193706.250000 Penalty: 3661.828613
	Iteration 11Q: 3 clusters Score -4193706 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76424 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4195455.500000 Penalty: 3661.828613
	Iteration 12Q: 3 clusters Score -4195456 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77311 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4196165.000000 Penalty: 3661.828613
	Iteration 13Q: 3 clusters Score -4196165 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77679 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4196462.500000 Penalty: 3661.828613
	Iteration 14Q: 3 clusters Score -4196462 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77811 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4196585.000000 Penalty: 3661.828613
	Iteration 15Q: 3 clusters Score -4196585 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77893 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4196683.500000 Penalty: 3661.828613
	Iteration 16Q: 3 clusters Score -4196684 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77941 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4196722.500000 Penalty: 3661.828613
	Iteration 17Q: 3 clusters Score -4196722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77965 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4196758.500000 Penalty: 3661.828613
	Iteration 18Q: 3 clusters Score -4196758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77980 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4196785.500000 Penalty: 3661.828613
	Iteration 19Q: 3 clusters Score -4196786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77989 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4196806.500000 Penalty: 3661.828613
	Iteration 20F: 3 clusters Score -4196806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77997 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4196825.500000 Penalty: 3661.828613
	Iteration 21Q: 3 clusters Score -4196826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78000 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4196830.000000 Penalty: 3661.828613
	Iteration 22Q: 3 clusters Score -4196830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77999 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4196836.000000 Penalty: 3661.828613
	Iteration 23Q: 3 clusters Score -4196836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77999 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4196836.000000 Penalty: 3661.828613
	Iteration 24F: 3 clusters Score -4196836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Entering Unmasked Estep 
Score: -102184.195312 Penalty: 1285.768799
	Iteration 0F: 2 clusters Score -102184.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -99614.226562 Penalty: 2571.537598
	Iteration 0F: 3 clusters Score -99614.23 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -100356.992188 Penalty: 2571.537598
	Iteration 1F: 3 clusters Score -100357 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -100551.093750 Penalty: 2571.537598
	Iteration 2F: 3 clusters Score -100551.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -100678.375000 Penalty: 2571.537598
	Iteration 3F: 3 clusters Score -100678.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -100765.992188 Penalty: 2571.537598
	Iteration 4F: 3 clusters Score -100766 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -100832.890625 Penalty: 2571.537598
	Iteration 5Q: 3 clusters Score -100832.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -100895.296875 Penalty: 2571.537598
	Iteration 6Q: 3 clusters Score -100895.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -100948.242188 Penalty: 2571.537598
	Iteration 7Q: 3 clusters Score -100948.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -100990.320312 Penalty: 2571.537598
	Iteration 8Q: 3 clusters Score -100990.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -101026.234375 Penalty: 2571.537598
	Iteration 9Q: 3 clusters Score -101026.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -101049.945312 Penalty: 2571.537598
	Iteration 10Q: 3 clusters Score -101049.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -101073.945312 Penalty: 2571.537598
	Iteration 11Q: 3 clusters Score -101073.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -101099.421875 Penalty: 2571.537598
	Iteration 12Q: 3 clusters Score -101099.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -101117.976562 Penalty: 2571.537598
	Iteration 13Q: 3 clusters Score -101118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -101131.656250 Penalty: 2571.537598
	Iteration 14Q: 3 clusters Score -101131.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -101148.812500 Penalty: 2571.537598
	Iteration 15Q: 3 clusters Score -101148.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -101159.882812 Penalty: 2571.537598
	Iteration 16Q: 3 clusters Score -101159.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -101166.726562 Penalty: 2571.537598
	Iteration 17Q: 3 clusters Score -101166.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -101173.062500 Penalty: 2571.537598
	Iteration 18Q: 3 clusters Score -101173.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -101179.359375 Penalty: 2571.537598
	Iteration 19Q: 3 clusters Score -101179.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -101186.468750 Penalty: 2571.537598
	Iteration 20F: 3 clusters Score -101186.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -101196.015625 Penalty: 2571.537598
	Iteration 21Q: 3 clusters Score -101196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -101206.375000 Penalty: 2571.537598
	Iteration 22Q: 3 clusters Score -101206.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -101217.070312 Penalty: 2571.537598
	Iteration 23Q: 3 clusters Score -101217.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -101224.171875 Penalty: 2571.537598
	Iteration 24Q: 3 clusters Score -101224.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -101228.343750 Penalty: 2571.537598
	Iteration 25Q: 3 clusters Score -101228.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -101232.195312 Penalty: 2571.537598
	Iteration 26Q: 3 clusters Score -101232.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -101235.156250 Penalty: 2571.537598
	Iteration 27Q: 3 clusters Score -101235.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -101236.359375 Penalty: 2571.537598
	Iteration 28Q: 3 clusters Score -101236.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -101236.843750 Penalty: 2571.537598
	Iteration 29Q: 3 clusters Score -101236.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -101237.085938 Penalty: 2571.537598
	Iteration 30Q: 3 clusters Score -101237.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -101237.414062 Penalty: 2571.537598
	Iteration 31Q: 3 clusters Score -101237.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -101237.421875 Penalty: 2571.537598
	Iteration 32Q: 3 clusters Score -101237.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -101237.421875 Penalty: 2571.537598
	Iteration 33F: 3 clusters Score -101237.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Entering Unmasked Estep 
Score: -1650438.875000 Penalty: 1685.504395
	Iteration 0F: 2 clusters Score -1650439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -1628943.250000 Penalty: 3371.008789
	Iteration 0F: 3 clusters Score -1628943 nChanged 14649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -1636943.125000 Penalty: 3371.008789
	Iteration 1F: 3 clusters Score -1636943 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1637431.625000 Penalty: 3371.008789
	Iteration 2Q: 3 clusters Score -1637432 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1638062.375000 Penalty: 3371.008789
	Iteration 3Q: 3 clusters Score -1638062 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1638929.375000 Penalty: 3371.008789
	Iteration 4F: 3 clusters Score -1638929 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1640193.000000 Penalty: 3371.008789
	Iteration 5F: 3 clusters Score -1640193 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1641894.125000 Penalty: 3371.008789
	Iteration 6F: 3 clusters Score -1641894 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1643943.125000 Penalty: 3371.008789
	Iteration 7F: 3 clusters Score -1643943 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1645825.125000 Penalty: 3371.008789
	Iteration 8F: 3 clusters Score -1645825 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1647340.375000 Penalty: 3371.008789
	Iteration 9Q: 3 clusters Score -1647340 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1648321.125000 Penalty: 3371.008789
	Iteration 10Q: 3 clusters Score -1648321 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1648745.875000 Penalty: 3371.008789
	Iteration 11Q: 3 clusters Score -1648746 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1648900.625000 Penalty: 3371.008789
	Iteration 12Q: 3 clusters Score -1648901 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1648970.625000 Penalty: 3371.008789
	Iteration 13Q: 3 clusters Score -1648971 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1649004.000000 Penalty: 3371.008789
	Iteration 14Q: 3 clusters Score -1649004 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1649038.375000 Penalty: 3371.008789
	Iteration 15Q: 3 clusters Score -1649038 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1649071.250000 Penalty: 3371.008789
	Iteration 16Q: 3 clusters Score -1649071 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1649092.500000 Penalty: 3371.008789
	Iteration 17Q: 3 clusters Score -1649092 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1649119.500000 Penalty: 3371.008789
	Iteration 18Q: 3 clusters Score -1649120 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1649138.375000 Penalty: 3371.008789
	Iteration 19Q: 3 clusters Score -1649138 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1649166.250000 Penalty: 3371.008789
	Iteration 20F: 3 clusters Score -1649166 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1649189.125000 Penalty: 3371.008789
	Iteration 21Q: 3 clusters Score -1649189 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1649217.875000 Penalty: 3371.008789
	Iteration 22Q: 3 clusters Score -1649218 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1649234.000000 Penalty: 3371.008789
	Iteration 23Q: 3 clusters Score -1649234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1649255.125000 Penalty: 3371.008789
	Iteration 24Q: 3 clusters Score -1649255 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1649268.750000 Penalty: 3371.008789
	Iteration 25Q: 3 clusters Score -1649269 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1649277.750000 Penalty: 3371.008789
	Iteration 26Q: 3 clusters Score -1649278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1649282.375000 Penalty: 3371.008789
	Iteration 27Q: 3 clusters Score -1649282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1649290.875000 Penalty: 3371.008789
	Iteration 28Q: 3 clusters Score -1649291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1649296.750000 Penalty: 3371.008789
	Iteration 29Q: 3 clusters Score -1649297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1649304.750000 Penalty: 3371.008789
	Iteration 30Q: 3 clusters Score -1649305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1649309.000000 Penalty: 3371.008789
	Iteration 31Q: 3 clusters Score -1649309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1649312.875000 Penalty: 3371.008789
	Iteration 32Q: 3 clusters Score -1649313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1649314.250000 Penalty: 3371.008789
	Iteration 33Q: 3 clusters Score -1649314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1649316.750000 Penalty: 3371.008789
	Iteration 34Q: 3 clusters Score -1649317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1649321.625000 Penalty: 3371.008789
	Iteration 35Q: 3 clusters Score -1649322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1649325.000000 Penalty: 3371.008789
	Iteration 36Q: 3 clusters Score -1649325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1649324.750000 Penalty: 3371.008789
	Iteration 37Q: 3 clusters Score -1649325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1649322.625000 Penalty: 3371.008789
	Iteration 38Q: 3 clusters Score -1649323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1649323.375000 Penalty: 3371.008789
	Iteration 39Q: 3 clusters Score -1649323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1649326.125000 Penalty: 3371.008789
	Iteration 40F: 3 clusters Score -1649326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1649328.125000 Penalty: 3371.008789
	Iteration 41Q: 3 clusters Score -1649328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1649329.125000 Penalty: 3371.008789
	Iteration 42Q: 3 clusters Score -1649329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1649329.500000 Penalty: 3371.008789
	Iteration 43Q: 3 clusters Score -1649330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1649329.750000 Penalty: 3371.008789
	Iteration 44Q: 3 clusters Score -1649330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1649331.125000 Penalty: 3371.008789
	Iteration 45Q: 3 clusters Score -1649331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1649331.375000 Penalty: 3371.008789
	Iteration 46Q: 3 clusters Score -1649331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1649331.375000 Penalty: 3371.008789
	Iteration 47Q: 3 clusters Score -1649331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1649333.250000 Penalty: 3371.008789
	Iteration 48Q: 3 clusters Score -1649333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1649333.250000 Penalty: 3371.008789
	Iteration 49F: 3 clusters Score -1649333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Entering Unmasked Estep 
Score: -347263.968750 Penalty: 1430.140869
	Iteration 0F: 2 clusters Score -347264 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 3306 members 
Entering Unmasked Estep 
Score: -342244.031250 Penalty: 2860.281738
	Iteration 0F: 3 clusters Score -342244 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -343696.812500 Penalty: 2860.281738
	Iteration 1F: 3 clusters Score -343696.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -343944.531250 Penalty: 2860.281738
	Iteration 2F: 3 clusters Score -343944.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -344156.843750 Penalty: 2860.281738
	Iteration 3F: 3 clusters Score -344156.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -344367.375000 Penalty: 2860.281738
	Iteration 4F: 3 clusters Score -344367.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -344581.250000 Penalty: 2860.281738
	Iteration 5F: 3 clusters Score -344581.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -344756.843750 Penalty: 2860.281738
	Iteration 6Q: 3 clusters Score -344756.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -344918.687500 Penalty: 2860.281738
	Iteration 7Q: 3 clusters Score -344918.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -345075.718750 Penalty: 2860.281738
	Iteration 8Q: 3 clusters Score -345075.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -345227.218750 Penalty: 2860.281738
	Iteration 9Q: 3 clusters Score -345227.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -345351.812500 Penalty: 2860.281738
	Iteration 10Q: 3 clusters Score -345351.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -345443.375000 Penalty: 2860.281738
	Iteration 11Q: 3 clusters Score -345443.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -345529.750000 Penalty: 2860.281738
	Iteration 12Q: 3 clusters Score -345529.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -345617.906250 Penalty: 2860.281738
	Iteration 13Q: 3 clusters Score -345617.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -345682.500000 Penalty: 2860.281738
	Iteration 14Q: 3 clusters Score -345682.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -345736.875000 Penalty: 2860.281738
	Iteration 15Q: 3 clusters Score -345736.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -345805.968750 Penalty: 2860.281738
	Iteration 16Q: 3 clusters Score -345806 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -345860.593750 Penalty: 2860.281738
	Iteration 17Q: 3 clusters Score -345860.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -345897.312500 Penalty: 2860.281738
	Iteration 18Q: 3 clusters Score -345897.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -345930.000000 Penalty: 2860.281738
	Iteration 19Q: 3 clusters Score -345930 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -345961.406250 Penalty: 2860.281738
	Iteration 20F: 3 clusters Score -345961.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -345998.125000 Penalty: 2860.281738
	Iteration 21Q: 3 clusters Score -345998.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -346026.687500 Penalty: 2860.281738
	Iteration 22Q: 3 clusters Score -346026.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -346040.031250 Penalty: 2860.281738
	Iteration 23Q: 3 clusters Score -346040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -346051.250000 Penalty: 2860.281738
	Iteration 24Q: 3 clusters Score -346051.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -346062.000000 Penalty: 2860.281738
	Iteration 25Q: 3 clusters Score -346062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -346070.093750 Penalty: 2860.281738
	Iteration 26Q: 3 clusters Score -346070.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -346076.718750 Penalty: 2860.281738
	Iteration 27Q: 3 clusters Score -346076.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -346079.000000 Penalty: 2860.281738
	Iteration 28Q: 3 clusters Score -346079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -346083.593750 Penalty: 2860.281738
	Iteration 29Q: 3 clusters Score -346083.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -346087.406250 Penalty: 2860.281738
	Iteration 30Q: 3 clusters Score -346087.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -346089.500000 Penalty: 2860.281738
	Iteration 31Q: 3 clusters Score -346089.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -346089.937500 Penalty: 2860.281738
	Iteration 32Q: 3 clusters Score -346089.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -346091.218750 Penalty: 2860.281738
	Iteration 33Q: 3 clusters Score -346091.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -346092.500000 Penalty: 2860.281738
	Iteration 34Q: 3 clusters Score -346092.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -346093.343750 Penalty: 2860.281738
	Iteration 35Q: 3 clusters Score -346093.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -346094.937500 Penalty: 2860.281738
	Iteration 36Q: 3 clusters Score -346094.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -346095.375000 Penalty: 2860.281738
	Iteration 37Q: 3 clusters Score -346095.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -346096.281250 Penalty: 2860.281738
	Iteration 38Q: 3 clusters Score -346096.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -346096.718750 Penalty: 2860.281738
	Iteration 39Q: 3 clusters Score -346096.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -346097.250000 Penalty: 2860.281738
	Iteration 40F: 3 clusters Score -346097.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -346099.406250 Penalty: 2860.281738
	Iteration 41Q: 3 clusters Score -346099.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -346099.781250 Penalty: 2860.281738
	Iteration 42Q: 3 clusters Score -346099.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -346099.781250 Penalty: 2860.281738
	Iteration 43F: 3 clusters Score -346099.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Entering Unmasked Estep 
Score: -231123.859375 Penalty: 1372.600220
	Iteration 0F: 2 clusters Score -231123.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -227403.234375 Penalty: 2745.200439
	Iteration 0F: 3 clusters Score -227403.2 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -228445.796875 Penalty: 2745.200439
	Iteration 1F: 3 clusters Score -228445.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -228681.968750 Penalty: 2745.200439
	Iteration 2F: 3 clusters Score -228682 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -228869.625000 Penalty: 2745.200439
	Iteration 3F: 3 clusters Score -228869.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -229030.453125 Penalty: 2745.200439
	Iteration 4F: 3 clusters Score -229030.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -229189.765625 Penalty: 2745.200439
	Iteration 5Q: 3 clusters Score -229189.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -229354.187500 Penalty: 2745.200439
	Iteration 6Q: 3 clusters Score -229354.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -229468.812500 Penalty: 2745.200439
	Iteration 7Q: 3 clusters Score -229468.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -229551.875000 Penalty: 2745.200439
	Iteration 8Q: 3 clusters Score -229551.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -229617.312500 Penalty: 2745.200439
	Iteration 9Q: 3 clusters Score -229617.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -229660.875000 Penalty: 2745.200439
	Iteration 10Q: 3 clusters Score -229660.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -229710.750000 Penalty: 2745.200439
	Iteration 11Q: 3 clusters Score -229710.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -229751.109375 Penalty: 2745.200439
	Iteration 12Q: 3 clusters Score -229751.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -229776.890625 Penalty: 2745.200439
	Iteration 13Q: 3 clusters Score -229776.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -229804.937500 Penalty: 2745.200439
	Iteration 14Q: 3 clusters Score -229804.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -229829.734375 Penalty: 2745.200439
	Iteration 15Q: 3 clusters Score -229829.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -229855.484375 Penalty: 2745.200439
	Iteration 16Q: 3 clusters Score -229855.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -229876.515625 Penalty: 2745.200439
	Iteration 17Q: 3 clusters Score -229876.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -229898.453125 Penalty: 2745.200439
	Iteration 18Q: 3 clusters Score -229898.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -229916.609375 Penalty: 2745.200439
	Iteration 19Q: 3 clusters Score -229916.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -229941.296875 Penalty: 2745.200439
	Iteration 20F: 3 clusters Score -229941.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -229957.593750 Penalty: 2745.200439
	Iteration 21Q: 3 clusters Score -229957.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -229971.328125 Penalty: 2745.200439
	Iteration 22Q: 3 clusters Score -229971.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -229978.109375 Penalty: 2745.200439
	Iteration 23Q: 3 clusters Score -229978.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -229980.000000 Penalty: 2745.200439
	Iteration 24Q: 3 clusters Score -229980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -229983.984375 Penalty: 2745.200439
	Iteration 25Q: 3 clusters Score -229984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -229987.046875 Penalty: 2745.200439
	Iteration 26Q: 3 clusters Score -229987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -229994.015625 Penalty: 2745.200439
	Iteration 27Q: 3 clusters Score -229994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -230001.593750 Penalty: 2745.200439
	Iteration 28Q: 3 clusters Score -230001.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -230008.796875 Penalty: 2745.200439
	Iteration 29Q: 3 clusters Score -230008.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -230017.328125 Penalty: 2745.200439
	Iteration 30Q: 3 clusters Score -230017.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -230024.328125 Penalty: 2745.200439
	Iteration 31Q: 3 clusters Score -230024.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -230027.250000 Penalty: 2745.200439
	Iteration 32Q: 3 clusters Score -230027.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -230032.250000 Penalty: 2745.200439
	Iteration 33Q: 3 clusters Score -230032.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -230036.609375 Penalty: 2745.200439
	Iteration 34Q: 3 clusters Score -230036.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -230038.328125 Penalty: 2745.200439
	Iteration 35Q: 3 clusters Score -230038.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -230039.375000 Penalty: 2745.200439
	Iteration 36Q: 3 clusters Score -230039.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -230042.125000 Penalty: 2745.200439
	Iteration 37Q: 3 clusters Score -230042.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -230047.078125 Penalty: 2745.200439
	Iteration 38Q: 3 clusters Score -230047.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -230052.781250 Penalty: 2745.200439
	Iteration 39Q: 3 clusters Score -230052.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -230058.531250 Penalty: 2745.200439
	Iteration 40F: 3 clusters Score -230058.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -230064.906250 Penalty: 2745.200439
	Iteration 41Q: 3 clusters Score -230064.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -230072.125000 Penalty: 2745.200439
	Iteration 42Q: 3 clusters Score -230072.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -230077.078125 Penalty: 2745.200439
	Iteration 43Q: 3 clusters Score -230077.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -230083.421875 Penalty: 2745.200439
	Iteration 44Q: 3 clusters Score -230083.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -230088.234375 Penalty: 2745.200439
	Iteration 45Q: 3 clusters Score -230088.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -230092.328125 Penalty: 2745.200439
	Iteration 46Q: 3 clusters Score -230092.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -230093.890625 Penalty: 2745.200439
	Iteration 47Q: 3 clusters Score -230093.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -230093.906250 Penalty: 2745.200439
	Iteration 48Q: 3 clusters Score -230093.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -230094.921875 Penalty: 2745.200439
	Iteration 49Q: 3 clusters Score -230094.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -230096.234375 Penalty: 2745.200439
	Iteration 50Q: 3 clusters Score -230096.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -230096.375000 Penalty: 2745.200439
	Iteration 51Q: 3 clusters Score -230096.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -230096.718750 Penalty: 2745.200439
	Iteration 52Q: 3 clusters Score -230096.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -230096.718750 Penalty: 2745.200439
	Iteration 53F: 3 clusters Score -230096.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Entering Unmasked Estep 
Score: -817384.875000 Penalty: 1563.249512
	Iteration 0F: 2 clusters Score -817384.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -806966.625000 Penalty: 3126.499023
	Iteration 0F: 3 clusters Score -806966.6 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -810600.000000 Penalty: 3126.499023
	Iteration 1F: 3 clusters Score -810600 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -810925.625000 Penalty: 3126.499023
	Iteration 2F: 3 clusters Score -810925.6 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -811233.937500 Penalty: 3126.499023
	Iteration 3F: 3 clusters Score -811233.9 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -811538.125000 Penalty: 3126.499023
	Iteration 4F: 3 clusters Score -811538.1 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -811839.125000 Penalty: 3126.499023
	Iteration 5Q: 3 clusters Score -811839.1 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -812173.125000 Penalty: 3126.499023
	Iteration 6Q: 3 clusters Score -812173.1 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -812546.875000 Penalty: 3126.499023
	Iteration 7Q: 3 clusters Score -812546.9 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -812928.937500 Penalty: 3126.499023
	Iteration 8Q: 3 clusters Score -812928.9 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -813335.937500 Penalty: 3126.499023
	Iteration 9Q: 3 clusters Score -813335.9 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -813733.000000 Penalty: 3126.499023
	Iteration 10Q: 3 clusters Score -813733 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -814126.312500 Penalty: 3126.499023
	Iteration 11Q: 3 clusters Score -814126.3 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -814530.562500 Penalty: 3126.499023
	Iteration 12Q: 3 clusters Score -814530.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -814878.687500 Penalty: 3126.499023
	Iteration 13Q: 3 clusters Score -814878.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -815165.750000 Penalty: 3126.499023
	Iteration 14Q: 3 clusters Score -815165.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -815427.875000 Penalty: 3126.499023
	Iteration 15Q: 3 clusters Score -815427.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -815623.500000 Penalty: 3126.499023
	Iteration 16Q: 3 clusters Score -815623.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -815750.125000 Penalty: 3126.499023
	Iteration 17Q: 3 clusters Score -815750.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -815857.875000 Penalty: 3126.499023
	Iteration 18Q: 3 clusters Score -815857.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -815911.250000 Penalty: 3126.499023
	Iteration 19Q: 3 clusters Score -815911.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -815951.812500 Penalty: 3126.499023
	Iteration 20F: 3 clusters Score -815951.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -815978.000000 Penalty: 3126.499023
	Iteration 21Q: 3 clusters Score -815978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -815995.812500 Penalty: 3126.499023
	Iteration 22Q: 3 clusters Score -815995.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -816006.375000 Penalty: 3126.499023
	Iteration 23Q: 3 clusters Score -816006.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -816020.125000 Penalty: 3126.499023
	Iteration 24Q: 3 clusters Score -816020.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -816036.125000 Penalty: 3126.499023
	Iteration 25Q: 3 clusters Score -816036.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -816046.625000 Penalty: 3126.499023
	Iteration 26Q: 3 clusters Score -816046.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -816058.375000 Penalty: 3126.499023
	Iteration 27Q: 3 clusters Score -816058.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -816062.625000 Penalty: 3126.499023
	Iteration 28Q: 3 clusters Score -816062.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -816064.750000 Penalty: 3126.499023
	Iteration 29Q: 3 clusters Score -816064.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -816067.687500 Penalty: 3126.499023
	Iteration 30Q: 3 clusters Score -816067.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -816069.062500 Penalty: 3126.499023
	Iteration 31Q: 3 clusters Score -816069.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -816069.125000 Penalty: 3126.499023
	Iteration 32Q: 3 clusters Score -816069.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -816069.125000 Penalty: 3126.499023
	Iteration 33F: 3 clusters Score -816069.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Entering Unmasked Estep 
Score: -309403.562500 Penalty: 1419.888306
	Iteration 0F: 2 clusters Score -309403.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -304704.093750 Penalty: 2839.776611
	Iteration 0F: 3 clusters Score -304704.1 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -306151.625000 Penalty: 2839.776611
	Iteration 1F: 3 clusters Score -306151.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -306496.531250 Penalty: 2839.776611
	Iteration 2F: 3 clusters Score -306496.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -306870.156250 Penalty: 2839.776611
	Iteration 3F: 3 clusters Score -306870.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -307289.312500 Penalty: 2839.776611
	Iteration 4F: 3 clusters Score -307289.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -307745.156250 Penalty: 2839.776611
	Iteration 5F: 3 clusters Score -307745.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -308178.406250 Penalty: 2839.776611
	Iteration 6F: 3 clusters Score -308178.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -308493.656250 Penalty: 2839.776611
	Iteration 7F: 3 clusters Score -308493.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -308694.062500 Penalty: 2839.776611
	Iteration 8Q: 3 clusters Score -308694.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -308840.625000 Penalty: 2839.776611
	Iteration 9Q: 3 clusters Score -308840.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -308967.687500 Penalty: 2839.776611
	Iteration 10Q: 3 clusters Score -308967.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -309051.406250 Penalty: 2839.776611
	Iteration 11Q: 3 clusters Score -309051.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -309119.531250 Penalty: 2839.776611
	Iteration 12Q: 3 clusters Score -309119.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -309176.281250 Penalty: 2839.776611
	Iteration 13Q: 3 clusters Score -309176.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -309224.250000 Penalty: 2839.776611
	Iteration 14Q: 3 clusters Score -309224.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -309254.906250 Penalty: 2839.776611
	Iteration 15Q: 3 clusters Score -309254.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -309283.375000 Penalty: 2839.776611
	Iteration 16Q: 3 clusters Score -309283.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -309307.750000 Penalty: 2839.776611
	Iteration 17Q: 3 clusters Score -309307.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -309328.937500 Penalty: 2839.776611
	Iteration 18Q: 3 clusters Score -309328.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -309347.906250 Penalty: 2839.776611
	Iteration 19Q: 3 clusters Score -309347.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -309361.968750 Penalty: 2839.776611
	Iteration 20F: 3 clusters Score -309362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -309368.750000 Penalty: 2839.776611
	Iteration 21Q: 3 clusters Score -309368.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -309375.343750 Penalty: 2839.776611
	Iteration 22Q: 3 clusters Score -309375.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -309379.125000 Penalty: 2839.776611
	Iteration 23Q: 3 clusters Score -309379.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -309381.250000 Penalty: 2839.776611
	Iteration 24Q: 3 clusters Score -309381.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -309382.937500 Penalty: 2839.776611
	Iteration 25Q: 3 clusters Score -309382.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -309383.437500 Penalty: 2839.776611
	Iteration 26Q: 3 clusters Score -309383.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -309386.031250 Penalty: 2839.776611
	Iteration 27Q: 3 clusters Score -309386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -309388.718750 Penalty: 2839.776611
	Iteration 28Q: 3 clusters Score -309388.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -309388.968750 Penalty: 2839.776611
	Iteration 29Q: 3 clusters Score -309389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -309389.906250 Penalty: 2839.776611
	Iteration 30Q: 3 clusters Score -309389.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -309390.593750 Penalty: 2839.776611
	Iteration 31Q: 3 clusters Score -309390.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -309391.437500 Penalty: 2839.776611
	Iteration 32Q: 3 clusters Score -309391.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -309391.281250 Penalty: 2839.776611
	Iteration 33Q: 3 clusters Score -309391.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -309392.343750 Penalty: 2839.776611
	Iteration 34Q: 3 clusters Score -309392.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -309392.343750 Penalty: 2839.776611
	Iteration 35F: 3 clusters Score -309392.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Entering Unmasked Estep 
Score: -206757.640625 Penalty: 1361.338989
	Iteration 0F: 2 clusters Score -206757.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -203199.843750 Penalty: 2722.677979
	Iteration 0F: 3 clusters Score -203199.8 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -204338.328125 Penalty: 2722.677979
	Iteration 1F: 3 clusters Score -204338.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -204633.234375 Penalty: 2722.677979
	Iteration 2F: 3 clusters Score -204633.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -204894.796875 Penalty: 2722.677979
	Iteration 3F: 3 clusters Score -204894.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -205079.218750 Penalty: 2722.677979
	Iteration 4F: 3 clusters Score -205079.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -205205.234375 Penalty: 2722.677979
	Iteration 5Q: 3 clusters Score -205205.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -205309.156250 Penalty: 2722.677979
	Iteration 6F: 3 clusters Score -205309.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -205370.093750 Penalty: 2722.677979
	Iteration 7Q: 3 clusters Score -205370.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -205414.281250 Penalty: 2722.677979
	Iteration 8Q: 3 clusters Score -205414.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -205450.312500 Penalty: 2722.677979
	Iteration 9Q: 3 clusters Score -205450.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -205479.968750 Penalty: 2722.677979
	Iteration 10Q: 3 clusters Score -205480 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -205502.890625 Penalty: 2722.677979
	Iteration 11Q: 3 clusters Score -205502.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -205522.843750 Penalty: 2722.677979
	Iteration 12Q: 3 clusters Score -205522.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -205541.234375 Penalty: 2722.677979
	Iteration 13Q: 3 clusters Score -205541.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -205555.359375 Penalty: 2722.677979
	Iteration 14Q: 3 clusters Score -205555.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -205566.937500 Penalty: 2722.677979
	Iteration 15Q: 3 clusters Score -205566.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -205575.453125 Penalty: 2722.677979
	Iteration 16Q: 3 clusters Score -205575.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -205583.078125 Penalty: 2722.677979
	Iteration 17Q: 3 clusters Score -205583.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -205589.187500 Penalty: 2722.677979
	Iteration 18Q: 3 clusters Score -205589.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -205595.875000 Penalty: 2722.677979
	Iteration 19Q: 3 clusters Score -205595.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -205604.078125 Penalty: 2722.677979
	Iteration 20F: 3 clusters Score -205604.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -205616.265625 Penalty: 2722.677979
	Iteration 21Q: 3 clusters Score -205616.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -205627.078125 Penalty: 2722.677979
	Iteration 22Q: 3 clusters Score -205627.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -205640.171875 Penalty: 2722.677979
	Iteration 23Q: 3 clusters Score -205640.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -205653.906250 Penalty: 2722.677979
	Iteration 24Q: 3 clusters Score -205653.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -205666.578125 Penalty: 2722.677979
	Iteration 25Q: 3 clusters Score -205666.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -205676.562500 Penalty: 2722.677979
	Iteration 26Q: 3 clusters Score -205676.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -205684.328125 Penalty: 2722.677979
	Iteration 27Q: 3 clusters Score -205684.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -205693.359375 Penalty: 2722.677979
	Iteration 28Q: 3 clusters Score -205693.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -205702.546875 Penalty: 2722.677979
	Iteration 29Q: 3 clusters Score -205702.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -205714.406250 Penalty: 2722.677979
	Iteration 30Q: 3 clusters Score -205714.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -205725.421875 Penalty: 2722.677979
	Iteration 31Q: 3 clusters Score -205725.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -205740.531250 Penalty: 2722.677979
	Iteration 32Q: 3 clusters Score -205740.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -205760.421875 Penalty: 2722.677979
	Iteration 33Q: 3 clusters Score -205760.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -205788.984375 Penalty: 2722.677979
	Iteration 34Q: 3 clusters Score -205789 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -205817.968750 Penalty: 2722.677979
	Iteration 35Q: 3 clusters Score -205818 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -205849.687500 Penalty: 2722.677979
	Iteration 36Q: 3 clusters Score -205849.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -205876.750000 Penalty: 2722.677979
	Iteration 37Q: 3 clusters Score -205876.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -205893.453125 Penalty: 2722.677979
	Iteration 38Q: 3 clusters Score -205893.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -205913.843750 Penalty: 2722.677979
	Iteration 39Q: 3 clusters Score -205913.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -205939.359375 Penalty: 2722.677979
	Iteration 40F: 3 clusters Score -205939.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -205960.140625 Penalty: 2722.677979
	Iteration 41Q: 3 clusters Score -205960.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -205978.125000 Penalty: 2722.677979
	Iteration 42Q: 3 clusters Score -205978.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -205997.593750 Penalty: 2722.677979
	Iteration 43Q: 3 clusters Score -205997.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -206012.453125 Penalty: 2722.677979
	Iteration 44Q: 3 clusters Score -206012.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -206024.515625 Penalty: 2722.677979
	Iteration 45Q: 3 clusters Score -206024.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -206032.625000 Penalty: 2722.677979
	Iteration 46Q: 3 clusters Score -206032.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -206038.921875 Penalty: 2722.677979
	Iteration 47Q: 3 clusters Score -206038.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -206045.531250 Penalty: 2722.677979
	Iteration 48Q: 3 clusters Score -206045.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -206050.796875 Penalty: 2722.677979
	Iteration 49Q: 3 clusters Score -206050.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -206055.656250 Penalty: 2722.677979
	Iteration 50Q: 3 clusters Score -206055.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -206058.875000 Penalty: 2722.677979
	Iteration 51Q: 3 clusters Score -206058.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -206061.515625 Penalty: 2722.677979
	Iteration 52Q: 3 clusters Score -206061.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -206065.093750 Penalty: 2722.677979
	Iteration 53Q: 3 clusters Score -206065.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -206070.796875 Penalty: 2722.677979
	Iteration 54Q: 3 clusters Score -206070.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -206081.625000 Penalty: 2722.677979
	Iteration 55Q: 3 clusters Score -206081.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -206086.671875 Penalty: 2722.677979
	Iteration 56Q: 3 clusters Score -206086.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -206089.828125 Penalty: 2722.677979
	Iteration 57Q: 3 clusters Score -206089.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -206092.406250 Penalty: 2722.677979
	Iteration 58Q: 3 clusters Score -206092.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -206093.515625 Penalty: 2722.677979
	Iteration 59Q: 3 clusters Score -206093.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -206094.531250 Penalty: 2722.677979
	Iteration 60F: 3 clusters Score -206094.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -206095.359375 Penalty: 2722.677979
	Iteration 61Q: 3 clusters Score -206095.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -206096.359375 Penalty: 2722.677979
	Iteration 62Q: 3 clusters Score -206096.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -206096.984375 Penalty: 2722.677979
	Iteration 63Q: 3 clusters Score -206097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -206096.984375 Penalty: 2722.677979
	Iteration 64F: 3 clusters Score -206097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Entering Unmasked Estep 
Score: -659342.562500 Penalty: 1550.670776
	Iteration 0F: 2 clusters Score -659342.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -649689.437500 Penalty: 3101.341553
	Iteration 0F: 3 clusters Score -649689.4 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -652928.750000 Penalty: 3101.341553
	Iteration 1F: 3 clusters Score -652928.8 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -653258.562500 Penalty: 3101.341553
	Iteration 2F: 3 clusters Score -653258.6 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -653534.625000 Penalty: 3101.341553
	Iteration 3F: 3 clusters Score -653534.6 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -653804.437500 Penalty: 3101.341553
	Iteration 4Q: 3 clusters Score -653804.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -654073.125000 Penalty: 3101.341553
	Iteration 5Q: 3 clusters Score -654073.1 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -654389.125000 Penalty: 3101.341553
	Iteration 6Q: 3 clusters Score -654389.1 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -654790.562500 Penalty: 3101.341553
	Iteration 7Q: 3 clusters Score -654790.6 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -655256.625000 Penalty: 3101.341553
	Iteration 8F: 3 clusters Score -655256.6 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -655779.375000 Penalty: 3101.341553
	Iteration 9F: 3 clusters Score -655779.4 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -656297.562500 Penalty: 3101.341553
	Iteration 10F: 3 clusters Score -656297.6 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -656722.000000 Penalty: 3101.341553
	Iteration 11Q: 3 clusters Score -656722 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -657023.250000 Penalty: 3101.341553
	Iteration 12Q: 3 clusters Score -657023.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -657247.312500 Penalty: 3101.341553
	Iteration 13Q: 3 clusters Score -657247.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -657390.687500 Penalty: 3101.341553
	Iteration 14Q: 3 clusters Score -657390.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -657487.625000 Penalty: 3101.341553
	Iteration 15Q: 3 clusters Score -657487.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -657562.062500 Penalty: 3101.341553
	Iteration 16Q: 3 clusters Score -657562.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -657623.375000 Penalty: 3101.341553
	Iteration 17Q: 3 clusters Score -657623.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -657668.875000 Penalty: 3101.341553
	Iteration 18Q: 3 clusters Score -657668.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -657701.875000 Penalty: 3101.341553
	Iteration 19Q: 3 clusters Score -657701.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -657733.312500 Penalty: 3101.341553
	Iteration 20F: 3 clusters Score -657733.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -657761.062500 Penalty: 3101.341553
	Iteration 21Q: 3 clusters Score -657761.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -657784.875000 Penalty: 3101.341553
	Iteration 22Q: 3 clusters Score -657784.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -657802.312500 Penalty: 3101.341553
	Iteration 23Q: 3 clusters Score -657802.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -657823.687500 Penalty: 3101.341553
	Iteration 24Q: 3 clusters Score -657823.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -657844.750000 Penalty: 3101.341553
	Iteration 25Q: 3 clusters Score -657844.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -657856.937500 Penalty: 3101.341553
	Iteration 26Q: 3 clusters Score -657856.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -657872.375000 Penalty: 3101.341553
	Iteration 27Q: 3 clusters Score -657872.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -657882.937500 Penalty: 3101.341553
	Iteration 28Q: 3 clusters Score -657882.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -657898.187500 Penalty: 3101.341553
	Iteration 29Q: 3 clusters Score -657898.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -657912.937500 Penalty: 3101.341553
	Iteration 30Q: 3 clusters Score -657912.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -657933.687500 Penalty: 3101.341553
	Iteration 31Q: 3 clusters Score -657933.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -657949.187500 Penalty: 3101.341553
	Iteration 32Q: 3 clusters Score -657949.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -657962.375000 Penalty: 3101.341553
	Iteration 33Q: 3 clusters Score -657962.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -657974.125000 Penalty: 3101.341553
	Iteration 34Q: 3 clusters Score -657974.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -657988.687500 Penalty: 3101.341553
	Iteration 35Q: 3 clusters Score -657988.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -658001.750000 Penalty: 3101.341553
	Iteration 36Q: 3 clusters Score -658001.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -658014.312500 Penalty: 3101.341553
	Iteration 37Q: 3 clusters Score -658014.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -658030.625000 Penalty: 3101.341553
	Iteration 38Q: 3 clusters Score -658030.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -658044.687500 Penalty: 3101.341553
	Iteration 39Q: 3 clusters Score -658044.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -658058.875000 Penalty: 3101.341553
	Iteration 40F: 3 clusters Score -658058.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -658071.250000 Penalty: 3101.341553
	Iteration 41Q: 3 clusters Score -658071.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -658079.562500 Penalty: 3101.341553
	Iteration 42Q: 3 clusters Score -658079.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -658091.625000 Penalty: 3101.341553
	Iteration 43Q: 3 clusters Score -658091.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -658104.437500 Penalty: 3101.341553
	Iteration 44Q: 3 clusters Score -658104.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -658107.562500 Penalty: 3101.341553
	Iteration 45Q: 3 clusters Score -658107.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -658117.625000 Penalty: 3101.341553
	Iteration 46Q: 3 clusters Score -658117.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -658122.562500 Penalty: 3101.341553
	Iteration 47Q: 3 clusters Score -658122.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -658127.250000 Penalty: 3101.341553
	Iteration 48Q: 3 clusters Score -658127.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -658137.375000 Penalty: 3101.341553
	Iteration 49Q: 3 clusters Score -658137.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -658146.812500 Penalty: 3101.341553
	Iteration 50Q: 3 clusters Score -658146.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -658155.812500 Penalty: 3101.341553
	Iteration 51Q: 3 clusters Score -658155.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -658169.562500 Penalty: 3101.341553
	Iteration 52Q: 3 clusters Score -658169.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -658179.312500 Penalty: 3101.341553
	Iteration 53Q: 3 clusters Score -658179.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -658188.312500 Penalty: 3101.341553
	Iteration 54Q: 3 clusters Score -658188.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -658193.562500 Penalty: 3101.341553
	Iteration 55Q: 3 clusters Score -658193.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -658198.312500 Penalty: 3101.341553
	Iteration 56Q: 3 clusters Score -658198.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -658206.500000 Penalty: 3101.341553
	Iteration 57Q: 3 clusters Score -658206.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -658214.250000 Penalty: 3101.341553
	Iteration 58Q: 3 clusters Score -658214.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -658219.250000 Penalty: 3101.341553
	Iteration 59Q: 3 clusters Score -658219.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -658229.312500 Penalty: 3101.341553
	Iteration 60F: 3 clusters Score -658229.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -658235.062500 Penalty: 3101.341553
	Iteration 61Q: 3 clusters Score -658235.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -658239.062500 Penalty: 3101.341553
	Iteration 62Q: 3 clusters Score -658239.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -658244.437500 Penalty: 3101.341553
	Iteration 63Q: 3 clusters Score -658244.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -658248.750000 Penalty: 3101.341553
	Iteration 64Q: 3 clusters Score -658248.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -658250.812500 Penalty: 3101.341553
	Iteration 65Q: 3 clusters Score -658250.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -658255.937500 Penalty: 3101.341553
	Iteration 66Q: 3 clusters Score -658255.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -658256.875000 Penalty: 3101.341553
	Iteration 67Q: 3 clusters Score -658256.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -658259.625000 Penalty: 3101.341553
	Iteration 68Q: 3 clusters Score -658259.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -658263.062500 Penalty: 3101.341553
	Iteration 69Q: 3 clusters Score -658263.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -658266.875000 Penalty: 3101.341553
	Iteration 70Q: 3 clusters Score -658266.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -658267.562500 Penalty: 3101.341553
	Iteration 71Q: 3 clusters Score -658267.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -658272.750000 Penalty: 3101.341553
	Iteration 72Q: 3 clusters Score -658272.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -658277.625000 Penalty: 3101.341553
	Iteration 73Q: 3 clusters Score -658277.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -658282.125000 Penalty: 3101.341553
	Iteration 74Q: 3 clusters Score -658282.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -658284.750000 Penalty: 3101.341553
	Iteration 75Q: 3 clusters Score -658284.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -658287.625000 Penalty: 3101.341553
	Iteration 76Q: 3 clusters Score -658287.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -658291.562500 Penalty: 3101.341553
	Iteration 77Q: 3 clusters Score -658291.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -658297.000000 Penalty: 3101.341553
	Iteration 78Q: 3 clusters Score -658297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -658298.187500 Penalty: 3101.341553
	Iteration 79Q: 3 clusters Score -658298.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -658302.250000 Penalty: 3101.341553
	Iteration 80F: 3 clusters Score -658302.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -658304.562500 Penalty: 3101.341553
	Iteration 81Q: 3 clusters Score -658304.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -658306.750000 Penalty: 3101.341553
	Iteration 82Q: 3 clusters Score -658306.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -658308.125000 Penalty: 3101.341553
	Iteration 83Q: 3 clusters Score -658308.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -658308.062500 Penalty: 3101.341553
	Iteration 84Q: 3 clusters Score -658308.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -658307.625000 Penalty: 3101.341553
	Iteration 85Q: 3 clusters Score -658307.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -658308.687500 Penalty: 3101.341553
	Iteration 86Q: 3 clusters Score -658308.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -658309.062500 Penalty: 3101.341553
	Iteration 87Q: 3 clusters Score -658309.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -658308.437500 Penalty: 3101.341553
	Iteration 88Q: 3 clusters Score -658308.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -658309.500000 Penalty: 3101.341553
	Iteration 89Q: 3 clusters Score -658309.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -658309.500000 Penalty: 3101.341553
	Iteration 90F: 3 clusters Score -658309.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Entering Unmasked Estep 
Score: -446434.875000 Penalty: 1467.182983
	Iteration 0F: 2 clusters Score -446434.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -440387.031250 Penalty: 2934.365967
	Iteration 0F: 3 clusters Score -440387 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -442252.656250 Penalty: 2934.365967
	Iteration 1F: 3 clusters Score -442252.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -442426.750000 Penalty: 2934.365967
	Iteration 2F: 3 clusters Score -442426.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -442577.656250 Penalty: 2934.365967
	Iteration 3Q: 3 clusters Score -442577.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -442709.281250 Penalty: 2934.365967
	Iteration 4Q: 3 clusters Score -442709.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -442859.781250 Penalty: 2934.365967
	Iteration 5Q: 3 clusters Score -442859.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -443036.812500 Penalty: 2934.365967
	Iteration 6Q: 3 clusters Score -443036.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -443251.000000 Penalty: 2934.365967
	Iteration 7Q: 3 clusters Score -443251 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -443485.218750 Penalty: 2934.365967
	Iteration 8Q: 3 clusters Score -443485.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -443733.437500 Penalty: 2934.365967
	Iteration 9Q: 3 clusters Score -443733.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -443945.343750 Penalty: 2934.365967
	Iteration 10Q: 3 clusters Score -443945.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -444124.156250 Penalty: 2934.365967
	Iteration 11Q: 3 clusters Score -444124.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -444338.343750 Penalty: 2934.365967
	Iteration 12Q: 3 clusters Score -444338.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -444510.500000 Penalty: 2934.365967
	Iteration 13Q: 3 clusters Score -444510.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -444661.250000 Penalty: 2934.365967
	Iteration 14Q: 3 clusters Score -444661.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -444759.312500 Penalty: 2934.365967
	Iteration 15Q: 3 clusters Score -444759.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -444850.531250 Penalty: 2934.365967
	Iteration 16Q: 3 clusters Score -444850.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -444925.531250 Penalty: 2934.365967
	Iteration 17Q: 3 clusters Score -444925.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -444998.625000 Penalty: 2934.365967
	Iteration 18Q: 3 clusters Score -444998.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -445051.625000 Penalty: 2934.365967
	Iteration 19Q: 3 clusters Score -445051.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -445086.218750 Penalty: 2934.365967
	Iteration 20F: 3 clusters Score -445086.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -445109.343750 Penalty: 2934.365967
	Iteration 21Q: 3 clusters Score -445109.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -445125.875000 Penalty: 2934.365967
	Iteration 22Q: 3 clusters Score -445125.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -445140.218750 Penalty: 2934.365967
	Iteration 23Q: 3 clusters Score -445140.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -445148.250000 Penalty: 2934.365967
	Iteration 24Q: 3 clusters Score -445148.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -445153.750000 Penalty: 2934.365967
	Iteration 25Q: 3 clusters Score -445153.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -445157.812500 Penalty: 2934.365967
	Iteration 26Q: 3 clusters Score -445157.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -445159.937500 Penalty: 2934.365967
	Iteration 27Q: 3 clusters Score -445159.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -445170.593750 Penalty: 2934.365967
	Iteration 28Q: 3 clusters Score -445170.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -445173.000000 Penalty: 2934.365967
	Iteration 29Q: 3 clusters Score -445173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -445174.343750 Penalty: 2934.365967
	Iteration 30Q: 3 clusters Score -445174.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -445175.187500 Penalty: 2934.365967
	Iteration 31Q: 3 clusters Score -445175.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -445176.000000 Penalty: 2934.365967
	Iteration 32Q: 3 clusters Score -445176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -445176.000000 Penalty: 2934.365967
	Iteration 33F: 3 clusters Score -445176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Entering Unmasked Estep 
Score: -406721.906250 Penalty: 1462.417969
	Iteration 0F: 2 clusters Score -406721.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -400807.625000 Penalty: 2924.835938
	Iteration 0F: 3 clusters Score -400807.6 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -402764.250000 Penalty: 2924.835938
	Iteration 1F: 3 clusters Score -402764.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -403135.218750 Penalty: 2924.835938
	Iteration 2F: 3 clusters Score -403135.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -403523.218750 Penalty: 2924.835938
	Iteration 3F: 3 clusters Score -403523.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -403902.437500 Penalty: 2924.835938
	Iteration 4F: 3 clusters Score -403902.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -404346.031250 Penalty: 2924.835938
	Iteration 5F: 3 clusters Score -404346 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -404799.125000 Penalty: 2924.835938
	Iteration 6F: 3 clusters Score -404799.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -405224.531250 Penalty: 2924.835938
	Iteration 7F: 3 clusters Score -405224.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -405507.468750 Penalty: 2924.835938
	Iteration 8F: 3 clusters Score -405507.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -405717.031250 Penalty: 2924.835938
	Iteration 9Q: 3 clusters Score -405717 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -405836.937500 Penalty: 2924.835938
	Iteration 10Q: 3 clusters Score -405836.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -405913.218750 Penalty: 2924.835938
	Iteration 11Q: 3 clusters Score -405913.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -405958.187500 Penalty: 2924.835938
	Iteration 12Q: 3 clusters Score -405958.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -405988.031250 Penalty: 2924.835938
	Iteration 13Q: 3 clusters Score -405988 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -406002.750000 Penalty: 2924.835938
	Iteration 14Q: 3 clusters Score -406002.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -406015.656250 Penalty: 2924.835938
	Iteration 15Q: 3 clusters Score -406015.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -406024.218750 Penalty: 2924.835938
	Iteration 16Q: 3 clusters Score -406024.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -406029.843750 Penalty: 2924.835938
	Iteration 17Q: 3 clusters Score -406029.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -406032.250000 Penalty: 2924.835938
	Iteration 18Q: 3 clusters Score -406032.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -406034.562500 Penalty: 2924.835938
	Iteration 19Q: 3 clusters Score -406034.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -406037.562500 Penalty: 2924.835938
	Iteration 20F: 3 clusters Score -406037.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -406039.468750 Penalty: 2924.835938
	Iteration 21Q: 3 clusters Score -406039.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -406040.031250 Penalty: 2924.835938
	Iteration 22Q: 3 clusters Score -406040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -406039.812500 Penalty: 2924.835938
	Iteration 23Q: 3 clusters Score -406039.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -406042.718750 Penalty: 2924.835938
	Iteration 24Q: 3 clusters Score -406042.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -406042.687500 Penalty: 2924.835938
	Iteration 25Q: 3 clusters Score -406042.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -406043.781250 Penalty: 2924.835938
	Iteration 26Q: 3 clusters Score -406043.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -406045.843750 Penalty: 2924.835938
	Iteration 27Q: 3 clusters Score -406045.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -406046.375000 Penalty: 2924.835938
	Iteration 28Q: 3 clusters Score -406046.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -406046.937500 Penalty: 2924.835938
	Iteration 29Q: 3 clusters Score -406046.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -406047.437500 Penalty: 2924.835938
	Iteration 30Q: 3 clusters Score -406047.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -406047.531250 Penalty: 2924.835938
	Iteration 31Q: 3 clusters Score -406047.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -406048.437500 Penalty: 2924.835938
	Iteration 32Q: 3 clusters Score -406048.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -406048.281250 Penalty: 2924.835938
	Iteration 33Q: 3 clusters Score -406048.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -406048.500000 Penalty: 2924.835938
	Iteration 34Q: 3 clusters Score -406048.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -406048.500000 Penalty: 2924.835938
	Iteration 35F: 3 clusters Score -406048.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Entering Unmasked Estep 
Score: -413240.375000 Penalty: 1465.400146
	Iteration 0F: 2 clusters Score -413240.4 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 4088 members 
Entering Unmasked Estep 
Score: -407172.406250 Penalty: 2930.800293
	Iteration 0F: 3 clusters Score -407172.4 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -409083.312500 Penalty: 2930.800293
	Iteration 1F: 3 clusters Score -409083.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -409336.750000 Penalty: 2930.800293
	Iteration 2F: 3 clusters Score -409336.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -409564.156250 Penalty: 2930.800293
	Iteration 3F: 3 clusters Score -409564.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -409762.156250 Penalty: 2930.800293
	Iteration 4Q: 3 clusters Score -409762.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -409949.187500 Penalty: 2930.800293
	Iteration 5Q: 3 clusters Score -409949.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -410125.781250 Penalty: 2930.800293
	Iteration 6Q: 3 clusters Score -410125.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -410289.531250 Penalty: 2930.800293
	Iteration 7Q: 3 clusters Score -410289.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -410488.906250 Penalty: 2930.800293
	Iteration 8Q: 3 clusters Score -410488.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -410737.062500 Penalty: 2930.800293
	Iteration 9Q: 3 clusters Score -410737.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -411019.531250 Penalty: 2930.800293
	Iteration 10Q: 3 clusters Score -411019.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -411299.500000 Penalty: 2930.800293
	Iteration 11Q: 3 clusters Score -411299.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -411503.875000 Penalty: 2930.800293
	Iteration 12Q: 3 clusters Score -411503.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -411623.906250 Penalty: 2930.800293
	Iteration 13Q: 3 clusters Score -411623.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -411695.281250 Penalty: 2930.800293
	Iteration 14Q: 3 clusters Score -411695.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -411749.656250 Penalty: 2930.800293
	Iteration 15Q: 3 clusters Score -411749.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -411789.875000 Penalty: 2930.800293
	Iteration 16Q: 3 clusters Score -411789.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -411826.875000 Penalty: 2930.800293
	Iteration 17Q: 3 clusters Score -411826.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -411850.156250 Penalty: 2930.800293
	Iteration 18Q: 3 clusters Score -411850.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -411865.843750 Penalty: 2930.800293
	Iteration 19Q: 3 clusters Score -411865.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -411877.593750 Penalty: 2930.800293
	Iteration 20F: 3 clusters Score -411877.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -411885.812500 Penalty: 2930.800293
	Iteration 21Q: 3 clusters Score -411885.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -411890.968750 Penalty: 2930.800293
	Iteration 22Q: 3 clusters Score -411891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -411897.812500 Penalty: 2930.800293
	Iteration 23Q: 3 clusters Score -411897.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -411901.937500 Penalty: 2930.800293
	Iteration 24Q: 3 clusters Score -411901.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -411903.218750 Penalty: 2930.800293
	Iteration 25Q: 3 clusters Score -411903.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -411905.687500 Penalty: 2930.800293
	Iteration 26Q: 3 clusters Score -411905.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -411908.468750 Penalty: 2930.800293
	Iteration 27Q: 3 clusters Score -411908.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -411911.250000 Penalty: 2930.800293
	Iteration 28Q: 3 clusters Score -411911.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -411913.718750 Penalty: 2930.800293
	Iteration 29Q: 3 clusters Score -411913.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -411914.156250 Penalty: 2930.800293
	Iteration 30Q: 3 clusters Score -411914.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -411916.531250 Penalty: 2930.800293
	Iteration 31Q: 3 clusters Score -411916.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -411915.781250 Penalty: 2930.800293
	Iteration 32Q: 3 clusters Score -411915.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -411917.250000 Penalty: 2930.800293
	Iteration 33Q: 3 clusters Score -411917.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -411917.250000 Penalty: 2930.800293
	Iteration 34F: 3 clusters Score -411917.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Entering Unmasked Estep 
Score: -178330.281250 Penalty: 1311.826660
	Iteration 0F: 2 clusters Score -178330.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -175453.734375 Penalty: 2623.653320
	Iteration 0F: 3 clusters Score -175453.7 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -176154.484375 Penalty: 2623.653320
	Iteration 1F: 3 clusters Score -176154.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -176300.593750 Penalty: 2623.653320
	Iteration 2F: 3 clusters Score -176300.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -176384.328125 Penalty: 2623.653320
	Iteration 3F: 3 clusters Score -176384.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -176436.781250 Penalty: 2623.653320
	Iteration 4Q: 3 clusters Score -176436.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -176476.546875 Penalty: 2623.653320
	Iteration 5Q: 3 clusters Score -176476.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -176511.234375 Penalty: 2623.653320
	Iteration 6Q: 3 clusters Score -176511.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -176530.593750 Penalty: 2623.653320
	Iteration 7Q: 3 clusters Score -176530.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -176546.000000 Penalty: 2623.653320
	Iteration 8Q: 3 clusters Score -176546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -176559.156250 Penalty: 2623.653320
	Iteration 9Q: 3 clusters Score -176559.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -176572.375000 Penalty: 2623.653320
	Iteration 10Q: 3 clusters Score -176572.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -176584.781250 Penalty: 2623.653320
	Iteration 11Q: 3 clusters Score -176584.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -176599.562500 Penalty: 2623.653320
	Iteration 12Q: 3 clusters Score -176599.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -176611.609375 Penalty: 2623.653320
	Iteration 13Q: 3 clusters Score -176611.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -176626.187500 Penalty: 2623.653320
	Iteration 14Q: 3 clusters Score -176626.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -176635.546875 Penalty: 2623.653320
	Iteration 15Q: 3 clusters Score -176635.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -176645.765625 Penalty: 2623.653320
	Iteration 16Q: 3 clusters Score -176645.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -176650.843750 Penalty: 2623.653320
	Iteration 17Q: 3 clusters Score -176650.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -176658.203125 Penalty: 2623.653320
	Iteration 18Q: 3 clusters Score -176658.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -176664.015625 Penalty: 2623.653320
	Iteration 19Q: 3 clusters Score -176664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -176671.984375 Penalty: 2623.653320
	Iteration 20F: 3 clusters Score -176672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -176677.531250 Penalty: 2623.653320
	Iteration 21Q: 3 clusters Score -176677.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -176682.187500 Penalty: 2623.653320
	Iteration 22Q: 3 clusters Score -176682.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -176686.218750 Penalty: 2623.653320
	Iteration 23Q: 3 clusters Score -176686.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -176691.234375 Penalty: 2623.653320
	Iteration 24Q: 3 clusters Score -176691.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -176697.078125 Penalty: 2623.653320
	Iteration 25Q: 3 clusters Score -176697.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -176703.515625 Penalty: 2623.653320
	Iteration 26Q: 3 clusters Score -176703.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -176708.703125 Penalty: 2623.653320
	Iteration 27Q: 3 clusters Score -176708.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -176713.875000 Penalty: 2623.653320
	Iteration 28Q: 3 clusters Score -176713.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -176718.125000 Penalty: 2623.653320
	Iteration 29Q: 3 clusters Score -176718.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -176722.937500 Penalty: 2623.653320
	Iteration 30Q: 3 clusters Score -176722.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -176725.750000 Penalty: 2623.653320
	Iteration 31Q: 3 clusters Score -176725.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -176726.796875 Penalty: 2623.653320
	Iteration 32Q: 3 clusters Score -176726.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -176728.390625 Penalty: 2623.653320
	Iteration 33Q: 3 clusters Score -176728.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -176729.609375 Penalty: 2623.653320
	Iteration 34Q: 3 clusters Score -176729.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -176732.187500 Penalty: 2623.653320
	Iteration 35Q: 3 clusters Score -176732.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -176736.343750 Penalty: 2623.653320
	Iteration 36Q: 3 clusters Score -176736.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -176742.906250 Penalty: 2623.653320
	Iteration 37Q: 3 clusters Score -176742.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -176752.562500 Penalty: 2623.653320
	Iteration 38Q: 3 clusters Score -176752.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -176762.890625 Penalty: 2623.653320
	Iteration 39Q: 3 clusters Score -176762.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -176776.078125 Penalty: 2623.653320
	Iteration 40F: 3 clusters Score -176776.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -176792.203125 Penalty: 2623.653320
	Iteration 41Q: 3 clusters Score -176792.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -176809.687500 Penalty: 2623.653320
	Iteration 42Q: 3 clusters Score -176809.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -176832.296875 Penalty: 2623.653320
	Iteration 43Q: 3 clusters Score -176832.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -176850.359375 Penalty: 2623.653320
	Iteration 44Q: 3 clusters Score -176850.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -176871.812500 Penalty: 2623.653320
	Iteration 45Q: 3 clusters Score -176871.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -176888.687500 Penalty: 2623.653320
	Iteration 46Q: 3 clusters Score -176888.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -176910.312500 Penalty: 2623.653320
	Iteration 47Q: 3 clusters Score -176910.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -176939.375000 Penalty: 2623.653320
	Iteration 48Q: 3 clusters Score -176939.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -176966.406250 Penalty: 2623.653320
	Iteration 49Q: 3 clusters Score -176966.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -176993.937500 Penalty: 2623.653320
	Iteration 50Q: 3 clusters Score -176993.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -177025.875000 Penalty: 2623.653320
	Iteration 51Q: 3 clusters Score -177025.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -177047.953125 Penalty: 2623.653320
	Iteration 52Q: 3 clusters Score -177048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -177070.046875 Penalty: 2623.653320
	Iteration 53Q: 3 clusters Score -177070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -177093.875000 Penalty: 2623.653320
	Iteration 54Q: 3 clusters Score -177093.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -177109.984375 Penalty: 2623.653320
	Iteration 55Q: 3 clusters Score -177110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -177118.843750 Penalty: 2623.653320
	Iteration 56Q: 3 clusters Score -177118.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -177133.781250 Penalty: 2623.653320
	Iteration 57Q: 3 clusters Score -177133.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -177144.000000 Penalty: 2623.653320
	Iteration 58Q: 3 clusters Score -177144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -177150.921875 Penalty: 2623.653320
	Iteration 59Q: 3 clusters Score -177150.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -177156.250000 Penalty: 2623.653320
	Iteration 60F: 3 clusters Score -177156.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -177163.703125 Penalty: 2623.653320
	Iteration 61Q: 3 clusters Score -177163.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -177169.484375 Penalty: 2623.653320
	Iteration 62Q: 3 clusters Score -177169.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -177177.109375 Penalty: 2623.653320
	Iteration 63Q: 3 clusters Score -177177.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -177181.078125 Penalty: 2623.653320
	Iteration 64Q: 3 clusters Score -177181.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -177184.781250 Penalty: 2623.653320
	Iteration 65Q: 3 clusters Score -177184.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -177187.218750 Penalty: 2623.653320
	Iteration 66Q: 3 clusters Score -177187.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -177190.750000 Penalty: 2623.653320
	Iteration 67Q: 3 clusters Score -177190.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -177194.140625 Penalty: 2623.653320
	Iteration 68Q: 3 clusters Score -177194.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -177196.765625 Penalty: 2623.653320
	Iteration 69Q: 3 clusters Score -177196.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -177198.937500 Penalty: 2623.653320
	Iteration 70Q: 3 clusters Score -177198.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -177200.156250 Penalty: 2623.653320
	Iteration 71Q: 3 clusters Score -177200.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -177202.468750 Penalty: 2623.653320
	Iteration 72Q: 3 clusters Score -177202.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -177203.937500 Penalty: 2623.653320
	Iteration 73Q: 3 clusters Score -177203.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -177204.562500 Penalty: 2623.653320
	Iteration 74Q: 3 clusters Score -177204.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -177204.921875 Penalty: 2623.653320
	Iteration 75Q: 3 clusters Score -177204.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -177204.921875 Penalty: 2623.653320
	Iteration 76F: 3 clusters Score -177204.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (98790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98790 members 
Entering Unmasked Estep 
Score: -5330878.500000 Penalty: 1868.872070
	Iteration 0F: 2 clusters Score -5330878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -5264672.500000 Penalty: 3737.744141
	Iteration 0F: 3 clusters Score -5264672 nChanged 47306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 49269 members 
Entering Unmasked Estep 
Score: -5292301.000000 Penalty: 3737.744141
	Iteration 1F: 3 clusters Score -5292301 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49542 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -5293178.000000 Penalty: 3737.744141
	Iteration 2Q: 3 clusters Score -5293178 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49575 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -5294299.500000 Penalty: 3737.744141
	Iteration 3Q: 3 clusters Score -5294300 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -5295808.500000 Penalty: 3737.744141
	Iteration 4Q: 3 clusters Score -5295808 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -5297591.000000 Penalty: 3737.744141
	Iteration 5Q: 3 clusters Score -5297591 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -5299762.000000 Penalty: 3737.744141
	Iteration 6Q: 3 clusters Score -5299762 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49950 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -5302200.000000 Penalty: 3737.744141
	Iteration 7F: 3 clusters Score -5302200 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 48420 members 
Entering Unmasked Estep 
Score: -5304974.000000 Penalty: 3737.744141
	Iteration 8F: 3 clusters Score -5304974 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
Score: -5307857.000000 Penalty: 3737.744141
	Iteration 9F: 3 clusters Score -5307857 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 47193 members 
Entering Unmasked Estep 
Score: -5310575.000000 Penalty: 3737.744141
	Iteration 10F: 3 clusters Score -5310575 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -5312568.000000 Penalty: 3737.744141
	Iteration 11Q: 3 clusters Score -5312568 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52405 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -5313487.500000 Penalty: 3737.744141
	Iteration 12Q: 3 clusters Score -5313488 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52545 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -5313898.500000 Penalty: 3737.744141
	Iteration 13Q: 3 clusters Score -5313898 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52610 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -5314080.000000 Penalty: 3737.744141
	Iteration 14Q: 3 clusters Score -5314080 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -5314178.500000 Penalty: 3737.744141
	Iteration 15Q: 3 clusters Score -5314178 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -5314255.000000 Penalty: 3737.744141
	Iteration 16Q: 3 clusters Score -5314255 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5314313 nChanged 517
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5314380 nChanged 458
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52486 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5314408 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -5314463.500000 Penalty: 3737.744141
	Iteration 20F: 3 clusters Score -5314464 nChanged 435
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5314511 nChanged 419
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52245 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5314542 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -5314589.500000 Penalty: 3737.744141
	Iteration 23Q: 3 clusters Score -5314590 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -5314594.000000 Penalty: 3737.744141
	Iteration 24Q: 3 clusters Score -5314594 nChanged 343
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -5314628.500000 Penalty: 3737.744141
	Iteration 25Q: 3 clusters Score -5314628 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -5314691.500000 Penalty: 3737.744141
	Iteration 26Q: 3 clusters Score -5314692 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51749 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -5314699.000000 Penalty: 3737.744141
	Iteration 27Q: 3 clusters Score -5314699 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -5314702.500000 Penalty: 3737.744141
	Iteration 28Q: 3 clusters Score -5314702 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 47296 members 
Entering Unmasked Estep 
Score: -5314744.000000 Penalty: 3737.744141
	Iteration 29Q: 3 clusters Score -5314744 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -5314783.500000 Penalty: 3737.744141
	Iteration 30Q: 3 clusters Score -5314784 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -5314815.000000 Penalty: 3737.744141
	Iteration 31Q: 3 clusters Score -5314815 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -5314838.500000 Penalty: 3737.744141
	Iteration 32Q: 3 clusters Score -5314838 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50747 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -5314859.000000 Penalty: 3737.744141
	Iteration 33Q: 3 clusters Score -5314859 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -5314886.000000 Penalty: 3737.744141
	Iteration 34Q: 3 clusters Score -5314886 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -5314912.000000 Penalty: 3737.744141
	Iteration 35Q: 3 clusters Score -5314912 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 48852 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5314928 nChanged 402
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49610 members 
Mstep: Class 2 contains 49180 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5314958 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -5315010.500000 Penalty: 3737.744141
	Iteration 38Q: 3 clusters Score -5315010 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 49897 members 
Entering Unmasked Estep 
Score: -5315058.000000 Penalty: 3737.744141
	Iteration 39Q: 3 clusters Score -5315058 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -5315106.000000 Penalty: 3737.744141
	Iteration 40F: 3 clusters Score -5315106 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 50778 members 
Entering Unmasked Estep 
Score: -5315158.500000 Penalty: 3737.744141
	Iteration 41Q: 3 clusters Score -5315158 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -5315233.000000 Penalty: 3737.744141
	Iteration 42Q: 3 clusters Score -5315233 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -5315332.000000 Penalty: 3737.744141
	Iteration 43Q: 3 clusters Score -5315332 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 52423 members 
Entering Unmasked Estep 
Score: -5315448.500000 Penalty: 3737.744141
	Iteration 44Q: 3 clusters Score -5315448 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 53071 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5315529 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5315658 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 54607 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5315810 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5315937 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -5316069.500000 Penalty: 3737.744141
	Iteration 49Q: 3 clusters Score -5316070 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 57198 members 
Entering Unmasked Estep 
Score: -5316270.500000 Penalty: 3737.744141
	Iteration 50Q: 3 clusters Score -5316270 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 58126 members 
Entering Unmasked Estep 
Score: -5316453.500000 Penalty: 3737.744141
	Iteration 51Q: 3 clusters Score -5316454 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 59154 members 
Entering Unmasked Estep 
Score: -5316697.500000 Penalty: 3737.744141
	Iteration 52Q: 3 clusters Score -5316698 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 60203 members 
Entering Unmasked Estep 
Score: -5316891.500000 Penalty: 3737.744141
	Iteration 53Q: 3 clusters Score -5316892 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 61303 members 
Entering Unmasked Estep 
Score: -5317131.000000 Penalty: 3737.744141
	Iteration 54Q: 3 clusters Score -5317131 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -5317401.000000 Penalty: 3737.744141
	Iteration 55Q: 3 clusters Score -5317401 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 63605 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5317634 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 64846 members 
Entering Unmasked Estep 
Score: -5317991.000000 Penalty: 3737.744141
	Iteration 57Q: 3 clusters Score -5317991 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 66148 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5318344 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 67453 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5318670 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 68830 members 
Entering Unmasked Estep 
Score: -5319087.500000 Penalty: 3737.744141
	Iteration 60F: 3 clusters Score -5319088 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 70181 members 
Entering Unmasked Estep 
Score: -5319470.000000 Penalty: 3737.744141
	Iteration 61Q: 3 clusters Score -5319470 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 71545 members 
Entering Unmasked Estep 
Score: -5319850.500000 Penalty: 3737.744141
	Iteration 62Q: 3 clusters Score -5319850 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 72930 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5320228 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 74339 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5320697 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 75821 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5321270 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 77263 members 
Entering Unmasked Estep 
Score: -5321804.000000 Penalty: 3737.744141
	Iteration 66Q: 3 clusters Score -5321804 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 78693 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5322292 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 80055 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5322794 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 81340 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5323221 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 82553 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5323648 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 83702 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5324055 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 84775 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5324418 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 85798 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5324720 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 86762 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5325052 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 87677 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5325364 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 88569 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5325682 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 89373 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5325896 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 90160 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5326174 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 90943 members 
Entering Unmasked Estep 
Score: -5326398.000000 Penalty: 3737.744141
	Iteration 79Q: 3 clusters Score -5326398 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 91671 members 
Entering Unmasked Estep 
Score: -5326699.500000 Penalty: 3737.744141
	Iteration 80F: 3 clusters Score -5326700 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 92388 members 
Entering Unmasked Estep 
Score: -5326957.500000 Penalty: 3737.744141
	Iteration 81Q: 3 clusters Score -5326958 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 93071 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5327232 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 93715 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5327466 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 94253 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5327674 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 94738 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5327884 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 95171 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5328050 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 95533 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5328200 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 95881 members 
Entering Unmasked Estep 
Score: -5328352.500000 Penalty: 3737.744141
	Iteration 88Q: 3 clusters Score -5328352 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 96210 members 
Entering Unmasked Estep 
Score: -5328501.500000 Penalty: 3737.744141
	Iteration 89Q: 3 clusters Score -5328502 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 96487 members 
Entering Unmasked Estep 
Score: -5328631.500000 Penalty: 3737.744141
	Iteration 90Q: 3 clusters Score -5328632 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 96714 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5328708 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 96908 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5328800 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 97083 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5328860 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 97217 members 
Entering Unmasked Estep 
Score: -5328910.500000 Penalty: 3737.744141
	Iteration 94Q: 3 clusters Score -5328910 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 97324 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5328941 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 97431 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5328984 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 97526 members 
Entering Unmasked Estep 
Score: -5329027.000000 Penalty: 3737.744141
	Iteration 97Q: 3 clusters Score -5329027 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 97600 members 
Entering Unmasked Estep 
Score: -5329042.500000 Penalty: 3737.744141
	Iteration 98Q: 3 clusters Score -5329042 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 97664 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5329066 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 97725 members 
Entering Unmasked Estep 
Score: -5329107.500000 Penalty: 3737.744141
	Iteration 100F: 3 clusters Score -5329108 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 97777 members 
Entering Unmasked Estep 
Score: -5329138.500000 Penalty: 3737.744141
	Iteration 101Q: 3 clusters Score -5329138 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 97826 members 
Entering Unmasked Estep 
Score: -5329151.500000 Penalty: 3737.744141
	Iteration 102Q: 3 clusters Score -5329152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 97856 members 
Entering Unmasked Estep 
Score: -5329163.000000 Penalty: 3737.744141
	Iteration 103Q: 3 clusters Score -5329163 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 97886 members 
Entering Unmasked Estep 
Score: -5329173.500000 Penalty: 3737.744141
	Iteration 104Q: 3 clusters Score -5329174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 97922 members 
Entering Unmasked Estep 
Score: -5329184.500000 Penalty: 3737.744141
	Iteration 105Q: 3 clusters Score -5329184 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 97960 members 
Entering Unmasked Estep 
Score: -5329196.000000 Penalty: 3737.744141
	Iteration 106Q: 3 clusters Score -5329196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 97990 members 
Entering Unmasked Estep 
Score: -5329206.500000 Penalty: 3737.744141
	Iteration 107Q: 3 clusters Score -5329206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 98012 members 
Entering Unmasked Estep 
Score: -5329211.500000 Penalty: 3737.744141
	Iteration 108Q: 3 clusters Score -5329212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 98024 members 
Entering Unmasked Estep 
Score: -5329223.000000 Penalty: 3737.744141
	Iteration 109Q: 3 clusters Score -5329223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 98035 members 
Entering Unmasked Estep 
Score: -5329226.000000 Penalty: 3737.744141
	Iteration 110Q: 3 clusters Score -5329226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 98043 members 
Entering Unmasked Estep 
Score: -5329233.000000 Penalty: 3737.744141
	Iteration 111Q: 3 clusters Score -5329233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 98055 members 
Entering Unmasked Estep 
Score: -5329240.000000 Penalty: 3737.744141
	Iteration 112Q: 3 clusters Score -5329240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 98064 members 
Entering Unmasked Estep 
Score: -5329243.500000 Penalty: 3737.744141
	Iteration 113Q: 3 clusters Score -5329244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 98067 members 
Entering Unmasked Estep 
Score: -5329240.000000 Penalty: 3737.744141
	Iteration 114Q: 3 clusters Score -5329240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 98068 members 
Entering Unmasked Estep 
Score: -5329239.500000 Penalty: 3737.744141
	Iteration 115Q: 3 clusters Score -5329240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 98070 members 
Entering Unmasked Estep 
Score: -5329239.500000 Penalty: 3737.744141
	Iteration 116Q: 3 clusters Score -5329240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 98073 members 
Entering Unmasked Estep 
Score: -5329241.500000 Penalty: 3737.744141
	Iteration 117Q: 3 clusters Score -5329242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 98075 members 
Entering Unmasked Estep 
Score: -5329239.500000 Penalty: 3737.744141
	Iteration 118Q: 3 clusters Score -5329240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 98078 members 
Entering Unmasked Estep 
Score: -5329247.000000 Penalty: 3737.744141
	Iteration 119Q: 3 clusters Score -5329247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 98080 members 
Entering Unmasked Estep 
Score: -5329244.000000 Penalty: 3737.744141
	Iteration 120F: 3 clusters Score -5329244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (60116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60116 members 
Entering Unmasked Estep 
Score: -3224367.250000 Penalty: 1788.155029
	Iteration 0F: 2 clusters Score -3224367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -3184249.750000 Penalty: 3576.310059
	Iteration 0F: 3 clusters Score -3184250 nChanged 28459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -3200172.750000 Penalty: 3576.310059
	Iteration 1F: 3 clusters Score -3200173 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -3200663.500000 Penalty: 3576.310059
	Iteration 2Q: 3 clusters Score -3200664 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -3201244.500000 Penalty: 3576.310059
	Iteration 3Q: 3 clusters Score -3201244 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -3201971.750000 Penalty: 3576.310059
	Iteration 4Q: 3 clusters Score -3201972 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -3203113.500000 Penalty: 3576.310059
	Iteration 5Q: 3 clusters Score -3203114 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -3204887.500000 Penalty: 3576.310059
	Iteration 6F: 3 clusters Score -3204888 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -3207356.250000 Penalty: 3576.310059
	Iteration 7F: 3 clusters Score -3207356 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -3210395.500000 Penalty: 3576.310059
	Iteration 8F: 3 clusters Score -3210396 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -3213471.000000 Penalty: 3576.310059
	Iteration 9F: 3 clusters Score -3213471 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -3216264.500000 Penalty: 3576.310059
	Iteration 10F: 3 clusters Score -3216264 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 54711 members 
Entering Unmasked Estep 
Score: -3218422.000000 Penalty: 3576.310059
	Iteration 11Q: 3 clusters Score -3218422 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 56440 members 
Entering Unmasked Estep 
Score: -3219896.750000 Penalty: 3576.310059
	Iteration 12Q: 3 clusters Score -3219897 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 57624 members 
Entering Unmasked Estep 
Score: -3220928.500000 Penalty: 3576.310059
	Iteration 13Q: 3 clusters Score -3220928 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 58397 members 
Entering Unmasked Estep 
Score: -3221574.750000 Penalty: 3576.310059
	Iteration 14Q: 3 clusters Score -3221575 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 58889 members 
Entering Unmasked Estep 
Score: -3221996.000000 Penalty: 3576.310059
	Iteration 15Q: 3 clusters Score -3221996 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 59220 members 
Entering Unmasked Estep 
Score: -3222236.500000 Penalty: 3576.310059
	Iteration 16Q: 3 clusters Score -3222236 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 59435 members 
Entering Unmasked Estep 
Score: -3222416.750000 Penalty: 3576.310059
	Iteration 17Q: 3 clusters Score -3222417 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 59575 members 
Entering Unmasked Estep 
Score: -3222528.500000 Penalty: 3576.310059
	Iteration 18Q: 3 clusters Score -3222528 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -3222618.750000 Penalty: 3576.310059
	Iteration 19Q: 3 clusters Score -3222619 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 59737 members 
Entering Unmasked Estep 
Score: -3222678.250000 Penalty: 3576.310059
	Iteration 20F: 3 clusters Score -3222678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 59779 members 
Entering Unmasked Estep 
Score: -3222722.000000 Penalty: 3576.310059
	Iteration 21Q: 3 clusters Score -3222722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 59803 members 
Entering Unmasked Estep 
Score: -3222750.000000 Penalty: 3576.310059
	Iteration 22Q: 3 clusters Score -3222750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 59819 members 
Entering Unmasked Estep 
Score: -3222766.750000 Penalty: 3576.310059
	Iteration 23Q: 3 clusters Score -3222767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 59829 members 
Entering Unmasked Estep 
Score: -3222772.250000 Penalty: 3576.310059
	Iteration 24Q: 3 clusters Score -3222772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -3222778.750000 Penalty: 3576.310059
	Iteration 25Q: 3 clusters Score -3222779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 59838 members 
Entering Unmasked Estep 
Score: -3222788.000000 Penalty: 3576.310059
	Iteration 26Q: 3 clusters Score -3222788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 59841 members 
Entering Unmasked Estep 
Score: -3222800.250000 Penalty: 3576.310059
	Iteration 27Q: 3 clusters Score -3222800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 59844 members 
Entering Unmasked Estep 
Score: -3222800.500000 Penalty: 3576.310059
	Iteration 28Q: 3 clusters Score -3222800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 59849 members 
Entering Unmasked Estep 
Score: -3222803.250000 Penalty: 3576.310059
	Iteration 29Q: 3 clusters Score -3222803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 59854 members 
Entering Unmasked Estep 
Score: -3222809.250000 Penalty: 3576.310059
	Iteration 30Q: 3 clusters Score -3222809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 59857 members 
Entering Unmasked Estep 
Score: -3222809.250000 Penalty: 3576.310059
	Iteration 31Q: 3 clusters Score -3222809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 59858 members 
Entering Unmasked Estep 
Score: -3222813.750000 Penalty: 3576.310059
	Iteration 32Q: 3 clusters Score -3222814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 59860 members 
Entering Unmasked Estep 
Score: -3222816.750000 Penalty: 3576.310059
	Iteration 33Q: 3 clusters Score -3222817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 59863 members 
Entering Unmasked Estep 
Score: -3222820.000000 Penalty: 3576.310059
	Iteration 34Q: 3 clusters Score -3222820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 59865 members 
Entering Unmasked Estep 
Score: -3222823.500000 Penalty: 3576.310059
	Iteration 35Q: 3 clusters Score -3222824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 59865 members 
Entering Unmasked Estep 
Score: -3222823.500000 Penalty: 3576.310059
	Iteration 36F: 3 clusters Score -3222824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Entering Unmasked Estep 
Score: -450586.343750 Penalty: 1491.713989
	Iteration 0F: 2 clusters Score -450586.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -443604.906250 Penalty: 2983.427979
	Iteration 0F: 3 clusters Score -443604.9 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -445811.750000 Penalty: 2983.427979
	Iteration 1F: 3 clusters Score -445811.8 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -446107.125000 Penalty: 2983.427979
	Iteration 2F: 3 clusters Score -446107.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -446363.250000 Penalty: 2983.427979
	Iteration 3F: 3 clusters Score -446363.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -446627.062500 Penalty: 2983.427979
	Iteration 4F: 3 clusters Score -446627.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -446910.031250 Penalty: 2983.427979
	Iteration 5Q: 3 clusters Score -446910 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -447198.187500 Penalty: 2983.427979
	Iteration 6Q: 3 clusters Score -447198.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -447533.312500 Penalty: 2983.427979
	Iteration 7Q: 3 clusters Score -447533.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -447876.656250 Penalty: 2983.427979
	Iteration 8Q: 3 clusters Score -447876.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -448199.187500 Penalty: 2983.427979
	Iteration 9Q: 3 clusters Score -448199.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -448438.156250 Penalty: 2983.427979
	Iteration 10Q: 3 clusters Score -448438.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -448681.875000 Penalty: 2983.427979
	Iteration 11Q: 3 clusters Score -448681.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -448871.375000 Penalty: 2983.427979
	Iteration 12Q: 3 clusters Score -448871.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -448999.968750 Penalty: 2983.427979
	Iteration 13Q: 3 clusters Score -449000 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -449099.375000 Penalty: 2983.427979
	Iteration 14Q: 3 clusters Score -449099.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -449158.593750 Penalty: 2983.427979
	Iteration 15Q: 3 clusters Score -449158.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -449194.375000 Penalty: 2983.427979
	Iteration 16Q: 3 clusters Score -449194.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -449223.562500 Penalty: 2983.427979
	Iteration 17Q: 3 clusters Score -449223.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -449248.343750 Penalty: 2983.427979
	Iteration 18Q: 3 clusters Score -449248.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -449263.375000 Penalty: 2983.427979
	Iteration 19Q: 3 clusters Score -449263.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -449278.812500 Penalty: 2983.427979
	Iteration 20F: 3 clusters Score -449278.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -449290.375000 Penalty: 2983.427979
	Iteration 21Q: 3 clusters Score -449290.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -449300.406250 Penalty: 2983.427979
	Iteration 22Q: 3 clusters Score -449300.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -449310.812500 Penalty: 2983.427979
	Iteration 23Q: 3 clusters Score -449310.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -449324.968750 Penalty: 2983.427979
	Iteration 24Q: 3 clusters Score -449325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -449332.968750 Penalty: 2983.427979
	Iteration 25Q: 3 clusters Score -449333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -449344.625000 Penalty: 2983.427979
	Iteration 26Q: 3 clusters Score -449344.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -449348.062500 Penalty: 2983.427979
	Iteration 27Q: 3 clusters Score -449348.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -449351.593750 Penalty: 2983.427979
	Iteration 28Q: 3 clusters Score -449351.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -449355.125000 Penalty: 2983.427979
	Iteration 29Q: 3 clusters Score -449355.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -449358.812500 Penalty: 2983.427979
	Iteration 30Q: 3 clusters Score -449358.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -449361.781250 Penalty: 2983.427979
	Iteration 31Q: 3 clusters Score -449361.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -449367.656250 Penalty: 2983.427979
	Iteration 32Q: 3 clusters Score -449367.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -449375.500000 Penalty: 2983.427979
	Iteration 33Q: 3 clusters Score -449375.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -449377.500000 Penalty: 2983.427979
	Iteration 34Q: 3 clusters Score -449377.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -449380.718750 Penalty: 2983.427979
	Iteration 35Q: 3 clusters Score -449380.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -449381.000000 Penalty: 2983.427979
	Iteration 36Q: 3 clusters Score -449381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -449384.062500 Penalty: 2983.427979
	Iteration 37Q: 3 clusters Score -449384.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -449385.906250 Penalty: 2983.427979
	Iteration 38Q: 3 clusters Score -449385.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -449386.531250 Penalty: 2983.427979
	Iteration 39Q: 3 clusters Score -449386.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -449386.531250 Penalty: 2983.427979
	Iteration 40F: 3 clusters Score -449386.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Entering Unmasked Estep 
Score: -454768.781250 Penalty: 1465.675659
	Iteration 0F: 2 clusters Score -454768.8 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 4169 members 
Entering Unmasked Estep 
Score: -448742.000000 Penalty: 2931.351318
	Iteration 0F: 3 clusters Score -448742 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -450513.406250 Penalty: 2931.351318
	Iteration 1F: 3 clusters Score -450513.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -450676.437500 Penalty: 2931.351318
	Iteration 2F: 3 clusters Score -450676.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -450772.343750 Penalty: 2931.351318
	Iteration 3Q: 3 clusters Score -450772.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -450852.281250 Penalty: 2931.351318
	Iteration 4Q: 3 clusters Score -450852.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -450915.156250 Penalty: 2931.351318
	Iteration 5Q: 3 clusters Score -450915.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -450974.281250 Penalty: 2931.351318
	Iteration 6Q: 3 clusters Score -450974.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -451048.156250 Penalty: 2931.351318
	Iteration 7Q: 3 clusters Score -451048.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -451120.593750 Penalty: 2931.351318
	Iteration 8Q: 3 clusters Score -451120.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -451203.375000 Penalty: 2931.351318
	Iteration 9Q: 3 clusters Score -451203.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -451320.906250 Penalty: 2931.351318
	Iteration 10Q: 3 clusters Score -451320.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -451481.812500 Penalty: 2931.351318
	Iteration 11Q: 3 clusters Score -451481.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -451684.281250 Penalty: 2931.351318
	Iteration 12Q: 3 clusters Score -451684.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -451943.312500 Penalty: 2931.351318
	Iteration 13Q: 3 clusters Score -451943.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -452263.375000 Penalty: 2931.351318
	Iteration 14F: 3 clusters Score -452263.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -452608.843750 Penalty: 2931.351318
	Iteration 15Q: 3 clusters Score -452608.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -452902.875000 Penalty: 2931.351318
	Iteration 16Q: 3 clusters Score -452902.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -453125.437500 Penalty: 2931.351318
	Iteration 17Q: 3 clusters Score -453125.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -453255.281250 Penalty: 2931.351318
	Iteration 18Q: 3 clusters Score -453255.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -453336.437500 Penalty: 2931.351318
	Iteration 19Q: 3 clusters Score -453336.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -453392.250000 Penalty: 2931.351318
	Iteration 20F: 3 clusters Score -453392.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -453425.437500 Penalty: 2931.351318
	Iteration 21Q: 3 clusters Score -453425.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -453453.875000 Penalty: 2931.351318
	Iteration 22Q: 3 clusters Score -453453.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -453464.875000 Penalty: 2931.351318
	Iteration 23Q: 3 clusters Score -453464.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -453473.125000 Penalty: 2931.351318
	Iteration 24Q: 3 clusters Score -453473.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -453481.125000 Penalty: 2931.351318
	Iteration 25Q: 3 clusters Score -453481.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -453486.531250 Penalty: 2931.351318
	Iteration 26Q: 3 clusters Score -453486.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -453486.531250 Penalty: 2931.351318
	Iteration 27F: 3 clusters Score -453486.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Entering Unmasked Estep 
Score: -163408.859375 Penalty: 1311.217163
	Iteration 0F: 2 clusters Score -163408.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -160625.125000 Penalty: 2622.434326
	Iteration 0F: 3 clusters Score -160625.1 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -161324.921875 Penalty: 2622.434326
	Iteration 1F: 3 clusters Score -161324.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -161481.015625 Penalty: 2622.434326
	Iteration 2F: 3 clusters Score -161481 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -161615.390625 Penalty: 2622.434326
	Iteration 3F: 3 clusters Score -161615.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -161751.390625 Penalty: 2622.434326
	Iteration 4F: 3 clusters Score -161751.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -161883.250000 Penalty: 2622.434326
	Iteration 5F: 3 clusters Score -161883.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -162007.906250 Penalty: 2622.434326
	Iteration 6Q: 3 clusters Score -162007.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -162146.843750 Penalty: 2622.434326
	Iteration 7Q: 3 clusters Score -162146.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -162268.515625 Penalty: 2622.434326
	Iteration 8Q: 3 clusters Score -162268.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -162369.578125 Penalty: 2622.434326
	Iteration 9Q: 3 clusters Score -162369.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -162437.375000 Penalty: 2622.434326
	Iteration 10Q: 3 clusters Score -162437.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -162487.781250 Penalty: 2622.434326
	Iteration 11Q: 3 clusters Score -162487.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -162523.093750 Penalty: 2622.434326
	Iteration 12Q: 3 clusters Score -162523.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -162544.250000 Penalty: 2622.434326
	Iteration 13Q: 3 clusters Score -162544.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -162553.765625 Penalty: 2622.434326
	Iteration 14Q: 3 clusters Score -162553.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -162565.500000 Penalty: 2622.434326
	Iteration 15Q: 3 clusters Score -162565.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -162569.515625 Penalty: 2622.434326
	Iteration 16Q: 3 clusters Score -162569.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -162572.546875 Penalty: 2622.434326
	Iteration 17Q: 3 clusters Score -162572.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -162574.812500 Penalty: 2622.434326
	Iteration 18Q: 3 clusters Score -162574.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -162575.515625 Penalty: 2622.434326
	Iteration 19Q: 3 clusters Score -162575.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -162575.515625 Penalty: 2622.434326
	Iteration 20F: 3 clusters Score -162575.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Entering Unmasked Estep 
Score: -108593.625000 Penalty: 1256.438721
	Iteration 0F: 2 clusters Score -108593.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -106287.890625 Penalty: 2512.877441
	Iteration 0F: 3 clusters Score -106287.9 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -106838.968750 Penalty: 2512.877441
	Iteration 1F: 3 clusters Score -106839 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -107030.289062 Penalty: 2512.877441
	Iteration 2F: 3 clusters Score -107030.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -107200.109375 Penalty: 2512.877441
	Iteration 3F: 3 clusters Score -107200.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -107386.078125 Penalty: 2512.877441
	Iteration 4F: 3 clusters Score -107386.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -107580.710938 Penalty: 2512.877441
	Iteration 5F: 3 clusters Score -107580.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -107753.632812 Penalty: 2512.877441
	Iteration 6F: 3 clusters Score -107753.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -107898.703125 Penalty: 2512.877441
	Iteration 7Q: 3 clusters Score -107898.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -107993.976562 Penalty: 2512.877441
	Iteration 8Q: 3 clusters Score -107994 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -108081.000000 Penalty: 2512.877441
	Iteration 9Q: 3 clusters Score -108081 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -108150.164062 Penalty: 2512.877441
	Iteration 10Q: 3 clusters Score -108150.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -108196.359375 Penalty: 2512.877441
	Iteration 11Q: 3 clusters Score -108196.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -108235.437500 Penalty: 2512.877441
	Iteration 12Q: 3 clusters Score -108235.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -108287.523438 Penalty: 2512.877441
	Iteration 13Q: 3 clusters Score -108287.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -108321.531250 Penalty: 2512.877441
	Iteration 14Q: 3 clusters Score -108321.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -108335.851562 Penalty: 2512.877441
	Iteration 15Q: 3 clusters Score -108335.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -108346.273438 Penalty: 2512.877441
	Iteration 16Q: 3 clusters Score -108346.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -108350.046875 Penalty: 2512.877441
	Iteration 17Q: 3 clusters Score -108350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -108352.164062 Penalty: 2512.877441
	Iteration 18Q: 3 clusters Score -108352.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -108352.382812 Penalty: 2512.877441
	Iteration 19Q: 3 clusters Score -108352.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -108352.804688 Penalty: 2512.877441
	Iteration 20F: 3 clusters Score -108352.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (90911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90911 members 
Entering Unmasked Estep 
Score: -4828081.000000 Penalty: 1855.365845
	Iteration 0F: 2 clusters Score -4828081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -4767460.000000 Penalty: 3710.731689
	Iteration 0F: 3 clusters Score -4767460 nChanged 43417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -4795576.000000 Penalty: 3710.731689
	Iteration 1F: 3 clusters Score -4795576 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 46974 members 
Entering Unmasked Estep 
Score: -4798763.000000 Penalty: 3710.731689
	Iteration 2F: 3 clusters Score -4798763 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -4803076.000000 Penalty: 3710.731689
	Iteration 3F: 3 clusters Score -4803076 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
Score: -4807944.500000 Penalty: 3710.731689
	Iteration 4F: 3 clusters Score -4807944 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 46398 members 
Entering Unmasked Estep 
Score: -4812466.500000 Penalty: 3710.731689
	Iteration 5F: 3 clusters Score -4812466 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -4815894.000000 Penalty: 3710.731689
	Iteration 6F: 3 clusters Score -4815894 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -4817988.500000 Penalty: 3710.731689
	Iteration 7Q: 3 clusters Score -4817988 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -4819128.000000 Penalty: 3710.731689
	Iteration 8Q: 3 clusters Score -4819128 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -4819760.000000 Penalty: 3710.731689
	Iteration 9Q: 3 clusters Score -4819760 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50249 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -4820148.500000 Penalty: 3710.731689
	Iteration 10Q: 3 clusters Score -4820148 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51402 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -4820451.000000 Penalty: 3710.731689
	Iteration 11Q: 3 clusters Score -4820451 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52500 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -4820718.000000 Penalty: 3710.731689
	Iteration 12Q: 3 clusters Score -4820718 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53573 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -4820960.000000 Penalty: 3710.731689
	Iteration 13Q: 3 clusters Score -4820960 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54581 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -4821137.000000 Penalty: 3710.731689
	Iteration 14Q: 3 clusters Score -4821137 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -4821323.500000 Penalty: 3710.731689
	Iteration 15Q: 3 clusters Score -4821324 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56682 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -4821541.500000 Penalty: 3710.731689
	Iteration 16Q: 3 clusters Score -4821542 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57687 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -4821743.000000 Penalty: 3710.731689
	Iteration 17Q: 3 clusters Score -4821743 nChanged 1027
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58714 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4821948 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59732 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4822142 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60717 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4822338 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61716 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4822556 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62717 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4822757 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63675 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4822942 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64607 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4823108 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65571 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4823292 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66480 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4823422 nChanged 895
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67375 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4823600 nChanged 861
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Mstep: Class 1 contains 68236 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4823776 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69126 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4823957 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69961 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4824149 nChanged 848
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70809 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4824322 nChanged 839
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71646 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4824481 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72452 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4824635 nChanged 783
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Mstep: Class 1 contains 73235 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4824786 nChanged 734
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73969 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4824854 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4825010 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75358 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4825158 nChanged 646
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76004 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4825276 nChanged 617
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76621 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4825384 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77255 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4825494 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77839 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4825606 nChanged 577
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78416 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4825710 nChanged 529
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78945 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4825796 nChanged 493
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Mstep: Class 1 contains 79438 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4825838 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79878 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4825910 nChanged 407
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80283 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4825982 nChanged 421
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80704 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4826062 nChanged 406
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81110 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4826138 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81497 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4826194 nChanged 371
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81866 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4826265 nChanged 364
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Mstep: Class 1 contains 82228 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4826341 nChanged 336
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Mstep: Class 1 contains 82564 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4826407 nChanged 368
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Mstep: Class 1 contains 82932 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4826446 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83281 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4826477 nChanged 320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 83601 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4826546 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83909 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4826618 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84203 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4826642 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84474 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4826666 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84731 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4826706 nChanged 230
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84959 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4826762 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85168 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4826781 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85353 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4826803 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85516 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4826826 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 85664 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4826838 nChanged 135
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Mstep: Class 1 contains 85797 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4826869 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85920 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4826881 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86042 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4826888 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86165 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4826908 nChanged 139
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Mstep: Class 1 contains 86300 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4826933 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86419 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4826941 nChanged 101
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Mstep: Class 1 contains 86518 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4826962 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86616 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4826965 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86690 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4826974 nChanged 63
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Mstep: Class 1 contains 86749 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4826971 nChanged 55
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Mstep: Class 1 contains 86802 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4826977 nChanged 53
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Mstep: Class 1 contains 86853 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4826978 nChanged 58
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Mstep: Class 1 contains 86911 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4826982 nChanged 63
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Mstep: Class 1 contains 86974 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4827004 nChanged 83
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Mstep: Class 1 contains 87049 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4827028 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87117 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -4827046.000000 Penalty: 3710.731689
	Iteration 80F: 3 clusters Score -4827046 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87171 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4827050 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87215 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -4827041.500000 Penalty: 3710.731689
	Iteration 82Q: 3 clusters Score -4827042 nChanged 46
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Mstep: Class 1 contains 87259 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4827052 nChanged 45
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Mstep: Class 1 contains 87302 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4827047 nChanged 49
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Mstep: Class 1 contains 87347 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4827048 nChanged 58
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Mstep: Class 1 contains 87399 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4827075 nChanged 53
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Mstep: Class 1 contains 87442 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4827064 nChanged 46
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Mstep: Class 1 contains 87482 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4827071 nChanged 43
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Mstep: Class 1 contains 87511 members 
Mstep: Class 2 contains 3400 members 
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	Iteration 89Q: 3 clusters Score -4827078 nChanged 39
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Mstep: Class 1 contains 87542 members 
Mstep: Class 2 contains 3369 members 
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	Iteration 90Q: 3 clusters Score -4827086 nChanged 25
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Mstep: Class 1 contains 87563 members 
Mstep: Class 2 contains 3348 members 
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	Iteration 91Q: 3 clusters Score -4827082 nChanged 18
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Mstep: Class 1 contains 87579 members 
Mstep: Class 2 contains 3332 members 
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	Iteration 92Q: 3 clusters Score -4827093 nChanged 25
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Mstep: Class 1 contains 87602 members 
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	Iteration 93Q: 3 clusters Score -4827095 nChanged 23
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Mstep: Class 1 contains 87621 members 
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	Iteration 94Q: 3 clusters Score -4827090 nChanged 26
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Mstep: Class 1 contains 87637 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4827101 nChanged 22
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Mstep: Class 1 contains 87657 members 
Mstep: Class 2 contains 3254 members 
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	Iteration 96Q: 3 clusters Score -4827104 nChanged 20
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Mstep: Class 1 contains 87673 members 
Mstep: Class 2 contains 3238 members 
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	Iteration 97Q: 3 clusters Score -4827108 nChanged 18
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Mstep: Class 1 contains 87691 members 
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	Iteration 98Q: 3 clusters Score -4827100 nChanged 14
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Mstep: Class 1 contains 87705 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4827104 nChanged 16
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Mstep: Class 1 contains 87717 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4827110 nChanged 18
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Mstep: Class 1 contains 87735 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4827100 nChanged 15
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Mstep: Class 1 contains 87746 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4827094 nChanged 15
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Mstep: Class 1 contains 87757 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4827103 nChanged 11
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Mstep: Class 1 contains 87766 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4827105 nChanged 4
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Mstep: Class 1 contains 87768 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4827104 nChanged 4
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Mstep: Class 1 contains 87772 members 
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Entering Unmasked Estep 
Score: -4827097.500000 Penalty: 3710.731689
	Iteration 106Q: 3 clusters Score -4827098 nChanged 7
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Mstep: Class 1 contains 87777 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4827102 nChanged 9
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Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4827105 nChanged 7
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Mstep: Class 1 contains 87793 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4827106 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87800 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -4827109.000000 Penalty: 3710.731689
	Iteration 110Q: 3 clusters Score -4827109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87809 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -4827104.500000 Penalty: 3710.731689
	Iteration 111Q: 3 clusters Score -4827104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87817 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -4827111.000000 Penalty: 3710.731689
	Iteration 112Q: 3 clusters Score -4827111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87821 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -4827110.500000 Penalty: 3710.731689
	Iteration 113Q: 3 clusters Score -4827110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87824 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -4827114.000000 Penalty: 3710.731689
	Iteration 114Q: 3 clusters Score -4827114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87825 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -4827109.000000 Penalty: 3710.731689
	Iteration 115Q: 3 clusters Score -4827109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87826 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -4827110.000000 Penalty: 3710.731689
	Iteration 116Q: 3 clusters Score -4827110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87827 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -4827109.000000 Penalty: 3710.731689
	Iteration 117Q: 3 clusters Score -4827109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87829 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -4827104.500000 Penalty: 3710.731689
	Iteration 118Q: 3 clusters Score -4827104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87837 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -4827109.000000 Penalty: 3710.731689
	Iteration 119Q: 3 clusters Score -4827109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87845 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -4827113.000000 Penalty: 3710.731689
	Iteration 120F: 3 clusters Score -4827113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87852 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -4827121.000000 Penalty: 3710.731689
	Iteration 121Q: 3 clusters Score -4827121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87857 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -4827118.500000 Penalty: 3710.731689
	Iteration 122Q: 3 clusters Score -4827118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87864 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -4827120.500000 Penalty: 3710.731689
	Iteration 123Q: 3 clusters Score -4827120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87868 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -4827110.500000 Penalty: 3710.731689
	Iteration 124Q: 3 clusters Score -4827110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87869 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -4827108.500000 Penalty: 3710.731689
	Iteration 125Q: 3 clusters Score -4827108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87870 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -4827109.000000 Penalty: 3710.731689
	Iteration 126Q: 3 clusters Score -4827109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87870 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -4827109.000000 Penalty: 3710.731689
	Iteration 127F: 3 clusters Score -4827109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (194121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194121 members 
Entering Unmasked Estep 
Score: -10504500.000000 Penalty: 1978.638550
	Iteration 0F: 2 clusters Score -1.05045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96955 members 
Mstep: Class 2 contains 97166 members 
Entering Unmasked Estep 
Score: -10373779.000000 Penalty: 3957.277100
	Iteration 0F: 3 clusters Score -1.037378e+07 nChanged 94258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91273 members 
Mstep: Class 2 contains 102848 members 
Entering Unmasked Estep 
Score: -10431352.000000 Penalty: 3957.277100
	Iteration 1F: 3 clusters Score -1.043135e+07 nChanged 8519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86996 members 
Mstep: Class 2 contains 107125 members 
Entering Unmasked Estep 
Score: -10434697.000000 Penalty: 3957.277100
	Iteration 2Q: 3 clusters Score -1.04347e+07 nChanged 10688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80822 members 
Mstep: Class 2 contains 113299 members 
Entering Unmasked Estep 
Score: -10439828.000000 Penalty: 3957.277100
	Iteration 3F: 3 clusters Score -1.043983e+07 nChanged 12728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72688 members 
Mstep: Class 2 contains 121433 members 
Entering Unmasked Estep 
Score: -10447193.000000 Penalty: 3957.277100
	Iteration 4F: 3 clusters Score -1.044719e+07 nChanged 13862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63096 members 
Mstep: Class 2 contains 131025 members 
Entering Unmasked Estep 
Score: -10455993.000000 Penalty: 3957.277100
	Iteration 5F: 3 clusters Score -1.045599e+07 nChanged 13271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53083 members 
Mstep: Class 2 contains 141038 members 
Entering Unmasked Estep 
Score: -10464963.000000 Penalty: 3957.277100
	Iteration 6F: 3 clusters Score -1.046496e+07 nChanged 11445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 150455 members 
Entering Unmasked Estep 
Score: -10473009.000000 Penalty: 3957.277100
	Iteration 7F: 3 clusters Score -1.047301e+07 nChanged 9180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 158691 members 
Entering Unmasked Estep 
Score: -10480003.000000 Penalty: 3957.277100
	Iteration 8Q: 3 clusters Score -1.048e+07 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 165543 members 
Entering Unmasked Estep 
Score: -10485943.000000 Penalty: 3957.277100
	Iteration 9Q: 3 clusters Score -1.048594e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 170956 members 
Entering Unmasked Estep 
Score: -10491073.000000 Penalty: 3957.277100
	Iteration 10Q: 3 clusters Score -1.049107e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 174912 members 
Entering Unmasked Estep 
Score: -10494862.000000 Penalty: 3957.277100
	Iteration 11Q: 3 clusters Score -1.049486e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 177720 members 
Entering Unmasked Estep 
Score: -10497534.000000 Penalty: 3957.277100
	Iteration 12Q: 3 clusters Score -1.049753e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 179794 members 
Entering Unmasked Estep 
Score: -10499232.000000 Penalty: 3957.277100
	Iteration 13Q: 3 clusters Score -1.049923e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 181387 members 
Entering Unmasked Estep 
Score: -10500327.000000 Penalty: 3957.277100
	Iteration 14Q: 3 clusters Score -1.050033e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 182634 members 
Entering Unmasked Estep 
Score: -10500999.000000 Penalty: 3957.277100
	Iteration 15Q: 3 clusters Score -1.0501e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 183634 members 
Entering Unmasked Estep 
Score: -10501473.000000 Penalty: 3957.277100
	Iteration 16Q: 3 clusters Score -1.050147e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 184520 members 
Entering Unmasked Estep 
Score: -10501758.000000 Penalty: 3957.277100
	Iteration 17Q: 3 clusters Score -1.050176e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 185266 members 
Entering Unmasked Estep 
Score: -10502073.000000 Penalty: 3957.277100
	Iteration 18Q: 3 clusters Score -1.050207e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 185911 members 
Entering Unmasked Estep 
Score: -10502299.000000 Penalty: 3957.277100
	Iteration 19Q: 3 clusters Score -1.05023e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 186463 members 
Entering Unmasked Estep 
Score: -10502383.000000 Penalty: 3957.277100
	Iteration 20F: 3 clusters Score -1.050238e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 186960 members 
Entering Unmasked Estep 
Score: -10502480.000000 Penalty: 3957.277100
	Iteration 21Q: 3 clusters Score -1.050248e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 187384 members 
Entering Unmasked Estep 
Score: -10502635.000000 Penalty: 3957.277100
	Iteration 22Q: 3 clusters Score -1.050264e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 187751 members 
Entering Unmasked Estep 
Score: -10502713.000000 Penalty: 3957.277100
	Iteration 23Q: 3 clusters Score -1.050271e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 188085 members 
Entering Unmasked Estep 
Score: -10502815.000000 Penalty: 3957.277100
	Iteration 24Q: 3 clusters Score -1.050282e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 188385 members 
Entering Unmasked Estep 
Score: -10502911.000000 Penalty: 3957.277100
	Iteration 25Q: 3 clusters Score -1.050291e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 188653 members 
Entering Unmasked Estep 
Score: -10502972.000000 Penalty: 3957.277100
	Iteration 26Q: 3 clusters Score -1.050297e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 188890 members 
Entering Unmasked Estep 
Score: -10503055.000000 Penalty: 3957.277100
	Iteration 27Q: 3 clusters Score -1.050306e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 189114 members 
Entering Unmasked Estep 
Score: -10503110.000000 Penalty: 3957.277100
	Iteration 28Q: 3 clusters Score -1.050311e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 189301 members 
Entering Unmasked Estep 
Score: -10503141.000000 Penalty: 3957.277100
	Iteration 29Q: 3 clusters Score -1.050314e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 189471 members 
Entering Unmasked Estep 
Score: -10503166.000000 Penalty: 3957.277100
	Iteration 30Q: 3 clusters Score -1.050317e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 189613 members 
Entering Unmasked Estep 
Score: -10503182.000000 Penalty: 3957.277100
	Iteration 31Q: 3 clusters Score -1.050318e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 189774 members 
Entering Unmasked Estep 
Score: -10503192.000000 Penalty: 3957.277100
	Iteration 32Q: 3 clusters Score -1.050319e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 189904 members 
Entering Unmasked Estep 
Score: -10503234.000000 Penalty: 3957.277100
	Iteration 33Q: 3 clusters Score -1.050323e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 190006 members 
Entering Unmasked Estep 
Score: -10503269.000000 Penalty: 3957.277100
	Iteration 34Q: 3 clusters Score -1.050327e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 190074 members 
Entering Unmasked Estep 
Score: -10503266.000000 Penalty: 3957.277100
	Iteration 35Q: 3 clusters Score -1.050327e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 190148 members 
Entering Unmasked Estep 
Score: -10503286.000000 Penalty: 3957.277100
	Iteration 36Q: 3 clusters Score -1.050329e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 190205 members 
Entering Unmasked Estep 
Score: -10503291.000000 Penalty: 3957.277100
	Iteration 37Q: 3 clusters Score -1.050329e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 190247 members 
Entering Unmasked Estep 
Score: -10503312.000000 Penalty: 3957.277100
	Iteration 38Q: 3 clusters Score -1.050331e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 190279 members 
Entering Unmasked Estep 
Score: -10503314.000000 Penalty: 3957.277100
	Iteration 39Q: 3 clusters Score -1.050331e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 190316 members 
Entering Unmasked Estep 
Score: -10503318.000000 Penalty: 3957.277100
	Iteration 40F: 3 clusters Score -1.050332e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 190347 members 
Entering Unmasked Estep 
Score: -10503321.000000 Penalty: 3957.277100
	Iteration 41Q: 3 clusters Score -1.050332e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 190375 members 
Entering Unmasked Estep 
Score: -10503336.000000 Penalty: 3957.277100
	Iteration 42Q: 3 clusters Score -1.050334e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 190405 members 
Entering Unmasked Estep 
Score: -10503337.000000 Penalty: 3957.277100
	Iteration 43Q: 3 clusters Score -1.050334e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 190436 members 
Entering Unmasked Estep 
Score: -10503344.000000 Penalty: 3957.277100
	Iteration 44Q: 3 clusters Score -1.050334e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 190467 members 
Entering Unmasked Estep 
Score: -10503349.000000 Penalty: 3957.277100
	Iteration 45Q: 3 clusters Score -1.050335e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 190493 members 
Entering Unmasked Estep 
Score: -10503341.000000 Penalty: 3957.277100
	Iteration 46Q: 3 clusters Score -1.050334e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 190523 members 
Entering Unmasked Estep 
Score: -10503334.000000 Penalty: 3957.277100
	Iteration 47Q: 3 clusters Score -1.050333e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 190560 members 
Entering Unmasked Estep 
Score: -10503331.000000 Penalty: 3957.277100
	Iteration 48Q: 3 clusters Score -1.050333e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 190592 members 
Entering Unmasked Estep 
Score: -10503333.000000 Penalty: 3957.277100
	Iteration 49Q: 3 clusters Score -1.050333e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 190627 members 
Entering Unmasked Estep 
Score: -10503321.000000 Penalty: 3957.277100
	Iteration 50Q: 3 clusters Score -1.050332e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 190658 members 
Entering Unmasked Estep 
Score: -10503333.000000 Penalty: 3957.277100
	Iteration 51Q: 3 clusters Score -1.050333e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 190694 members 
Entering Unmasked Estep 
Score: -10503354.000000 Penalty: 3957.277100
	Iteration 52Q: 3 clusters Score -1.050335e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 190733 members 
Entering Unmasked Estep 
Score: -10503371.000000 Penalty: 3957.277100
	Iteration 53Q: 3 clusters Score -1.050337e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 190763 members 
Entering Unmasked Estep 
Score: -10503377.000000 Penalty: 3957.277100
	Iteration 54Q: 3 clusters Score -1.050338e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 190790 members 
Entering Unmasked Estep 
Score: -10503383.000000 Penalty: 3957.277100
	Iteration 55Q: 3 clusters Score -1.050338e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 190815 members 
Entering Unmasked Estep 
Score: -10503366.000000 Penalty: 3957.277100
	Iteration 56Q: 3 clusters Score -1.050337e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 190835 members 
Entering Unmasked Estep 
Score: -10503374.000000 Penalty: 3957.277100
	Iteration 57Q: 3 clusters Score -1.050337e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 190855 members 
Entering Unmasked Estep 
Score: -10503372.000000 Penalty: 3957.277100
	Iteration 58Q: 3 clusters Score -1.050337e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 190872 members 
Entering Unmasked Estep 
Score: -10503366.000000 Penalty: 3957.277100
	Iteration 59Q: 3 clusters Score -1.050337e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 190889 members 
Entering Unmasked Estep 
Score: -10503380.000000 Penalty: 3957.277100
	Iteration 60F: 3 clusters Score -1.050338e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 190913 members 
Entering Unmasked Estep 
Score: -10503375.000000 Penalty: 3957.277100
	Iteration 61Q: 3 clusters Score -1.050338e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 190938 members 
Entering Unmasked Estep 
Score: -10503385.000000 Penalty: 3957.277100
	Iteration 62Q: 3 clusters Score -1.050338e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 190955 members 
Entering Unmasked Estep 
Score: -10503382.000000 Penalty: 3957.277100
	Iteration 63Q: 3 clusters Score -1.050338e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 190971 members 
Entering Unmasked Estep 
Score: -10503396.000000 Penalty: 3957.277100
	Iteration 64Q: 3 clusters Score -1.05034e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 190985 members 
Entering Unmasked Estep 
Score: -10503391.000000 Penalty: 3957.277100
	Iteration 65Q: 3 clusters Score -1.050339e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 190999 members 
Entering Unmasked Estep 
Score: -10503387.000000 Penalty: 3957.277100
	Iteration 66Q: 3 clusters Score -1.050339e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 191015 members 
Entering Unmasked Estep 
Score: -10503376.000000 Penalty: 3957.277100
	Iteration 67Q: 3 clusters Score -1.050338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 191028 members 
Entering Unmasked Estep 
Score: -10503372.000000 Penalty: 3957.277100
	Iteration 68Q: 3 clusters Score -1.050337e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 191040 members 
Entering Unmasked Estep 
Score: -10503373.000000 Penalty: 3957.277100
	Iteration 69Q: 3 clusters Score -1.050337e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 191051 members 
Entering Unmasked Estep 
Score: -10503358.000000 Penalty: 3957.277100
	Iteration 70Q: 3 clusters Score -1.050336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 191059 members 
Entering Unmasked Estep 
Score: -10503372.000000 Penalty: 3957.277100
	Iteration 71Q: 3 clusters Score -1.050337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 191065 members 
Entering Unmasked Estep 
Score: -10503361.000000 Penalty: 3957.277100
	Iteration 72Q: 3 clusters Score -1.050336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 191077 members 
Entering Unmasked Estep 
Score: -10503363.000000 Penalty: 3957.277100
	Iteration 73Q: 3 clusters Score -1.050336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 191088 members 
Entering Unmasked Estep 
Score: -10503363.000000 Penalty: 3957.277100
	Iteration 74Q: 3 clusters Score -1.050336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 191098 members 
Entering Unmasked Estep 
Score: -10503363.000000 Penalty: 3957.277100
	Iteration 75Q: 3 clusters Score -1.050336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 191109 members 
Entering Unmasked Estep 
Score: -10503364.000000 Penalty: 3957.277100
	Iteration 76Q: 3 clusters Score -1.050336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 191114 members 
Entering Unmasked Estep 
Score: -10503380.000000 Penalty: 3957.277100
	Iteration 77Q: 3 clusters Score -1.050338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 191117 members 
Entering Unmasked Estep 
Score: -10503378.000000 Penalty: 3957.277100
	Iteration 78Q: 3 clusters Score -1.050338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 191119 members 
Entering Unmasked Estep 
Score: -10503379.000000 Penalty: 3957.277100
	Iteration 79Q: 3 clusters Score -1.050338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 191121 members 
Entering Unmasked Estep 
Score: -10503389.000000 Penalty: 3957.277100
	Iteration 80F: 3 clusters Score -1.050339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 191124 members 
Entering Unmasked Estep 
Score: -10503380.000000 Penalty: 3957.277100
	Iteration 81Q: 3 clusters Score -1.050338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 191126 members 
Entering Unmasked Estep 
Score: -10503381.000000 Penalty: 3957.277100
	Iteration 82Q: 3 clusters Score -1.050338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 191126 members 
Entering Unmasked Estep 
Score: -10503381.000000 Penalty: 3957.277100
	Iteration 83F: 3 clusters Score -1.050338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Entering Unmasked Estep 
Score: -43368.785156 Penalty: 1110.192505
	Iteration 0F: 2 clusters Score -43368.79 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 480 members 
Entering Unmasked Estep 
Score: -41967.359375 Penalty: 2220.385010
	Iteration 0F: 3 clusters Score -41967.36 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -42210.871094 Penalty: 2220.385010
	Iteration 1F: 3 clusters Score -42210.87 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -42265.843750 Penalty: 2220.385010
	Iteration 2F: 3 clusters Score -42265.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -42292.460938 Penalty: 2220.385010
	Iteration 3Q: 3 clusters Score -42292.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -42316.847656 Penalty: 2220.385010
	Iteration 4Q: 3 clusters Score -42316.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -42330.792969 Penalty: 2220.385010
	Iteration 5Q: 3 clusters Score -42330.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -42342.781250 Penalty: 2220.385010
	Iteration 6Q: 3 clusters Score -42342.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -42350.117188 Penalty: 2220.385010
	Iteration 7Q: 3 clusters Score -42350.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -42354.714844 Penalty: 2220.385010
	Iteration 8Q: 3 clusters Score -42354.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -42363.882812 Penalty: 2220.385010
	Iteration 9Q: 3 clusters Score -42363.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -42372.417969 Penalty: 2220.385010
	Iteration 10Q: 3 clusters Score -42372.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -42376.824219 Penalty: 2220.385010
	Iteration 11Q: 3 clusters Score -42376.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -42379.449219 Penalty: 2220.385010
	Iteration 12Q: 3 clusters Score -42379.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -42380.222656 Penalty: 2220.385010
	Iteration 13Q: 3 clusters Score -42380.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -42380.222656 Penalty: 2220.385010
	Iteration 14F: 3 clusters Score -42380.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Entering Unmasked Estep 
Score: -246906.468750 Penalty: 1377.037598
	Iteration 0F: 2 clusters Score -246906.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -243116.437500 Penalty: 2754.075195
	Iteration 0F: 3 clusters Score -243116.4 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -244117.906250 Penalty: 2754.075195
	Iteration 1F: 3 clusters Score -244117.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -244337.140625 Penalty: 2754.075195
	Iteration 2F: 3 clusters Score -244337.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -244562.546875 Penalty: 2754.075195
	Iteration 3F: 3 clusters Score -244562.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -244808.906250 Penalty: 2754.075195
	Iteration 4F: 3 clusters Score -244808.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -245033.781250 Penalty: 2754.075195
	Iteration 5F: 3 clusters Score -245033.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -245199.437500 Penalty: 2754.075195
	Iteration 6F: 3 clusters Score -245199.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -245325.265625 Penalty: 2754.075195
	Iteration 7Q: 3 clusters Score -245325.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -245443.421875 Penalty: 2754.075195
	Iteration 8Q: 3 clusters Score -245443.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -245539.296875 Penalty: 2754.075195
	Iteration 9Q: 3 clusters Score -245539.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -245622.593750 Penalty: 2754.075195
	Iteration 10Q: 3 clusters Score -245622.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -245686.703125 Penalty: 2754.075195
	Iteration 11Q: 3 clusters Score -245686.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -245751.015625 Penalty: 2754.075195
	Iteration 12Q: 3 clusters Score -245751 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -245797.984375 Penalty: 2754.075195
	Iteration 13Q: 3 clusters Score -245798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -245825.250000 Penalty: 2754.075195
	Iteration 14Q: 3 clusters Score -245825.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -245852.453125 Penalty: 2754.075195
	Iteration 15Q: 3 clusters Score -245852.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -245871.953125 Penalty: 2754.075195
	Iteration 16Q: 3 clusters Score -245872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -245887.359375 Penalty: 2754.075195
	Iteration 17Q: 3 clusters Score -245887.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -245899.812500 Penalty: 2754.075195
	Iteration 18Q: 3 clusters Score -245899.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -245906.750000 Penalty: 2754.075195
	Iteration 19Q: 3 clusters Score -245906.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -245909.765625 Penalty: 2754.075195
	Iteration 20F: 3 clusters Score -245909.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -245910.765625 Penalty: 2754.075195
	Iteration 21Q: 3 clusters Score -245910.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -245910.953125 Penalty: 2754.075195
	Iteration 22Q: 3 clusters Score -245911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -245911.500000 Penalty: 2754.075195
	Iteration 23Q: 3 clusters Score -245911.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -245913.015625 Penalty: 2754.075195
	Iteration 24Q: 3 clusters Score -245913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -245914.453125 Penalty: 2754.075195
	Iteration 25Q: 3 clusters Score -245914.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -245914.453125 Penalty: 2754.075195
	Iteration 26F: 3 clusters Score -245914.5 nChanged 0
--- Evaluating fit on full set of 2132432 points ---
Entering Unmasked Estep 
Score: -107895496.000000 Penalty: 66306.125000
23->29 Clusters: Score -107895496.000000, best is -107966464.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 710810 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 30922 members 
Mstep: Class 3 contains 30858 members 
Mstep: Class 4 contains 30922 members 
Mstep: Class 5 contains 31125 members 
Mstep: Class 6 contains 30963 members 
Mstep: Class 7 contains 30881 members 
Mstep: Class 8 contains 30687 members 
Mstep: Class 9 contains 31087 members 
Mstep: Class 10 contains 30613 members 
Mstep: Class 11 contains 30889 members 
Mstep: Class 12 contains 30520 members 
Mstep: Class 13 contains 31141 members 
Mstep: Class 14 contains 31082 members 
Mstep: Class 15 contains 30919 members 
Mstep: Class 16 contains 30814 members 
Mstep: Class 17 contains 30840 members 
Mstep: Class 18 contains 30927 members 
Mstep: Class 19 contains 31035 members 
Mstep: Class 20 contains 30936 members 
Mstep: Class 21 contains 30795 members 
Mstep: Class 22 contains 31041 members 
Mstep: Class 23 contains 30705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 699.569885 but Gain 2189.550781
Score: -32154552.000000 Penalty: 48170.121094
Iteration 0F: 23 clusters Score -3.215455e+07 nChanged 674810
Entering Unmasked Mstep 
Mstep: Class 0 contains 1085 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 17282 members 
Mstep: Class 3 contains 24912 members 
Mstep: Class 4 contains 95881 members 
Mstep: Class 5 contains 35985 members 
Mstep: Class 6 contains 21114 members 
Mstep: Class 7 contains 43437 members 
Mstep: Class 8 contains 22295 members 
Mstep: Class 9 contains 30819 members 
Mstep: Class 10 contains 21813 members 
Mstep: Class 11 contains 30938 members 
Mstep: Class 12 contains 15283 members 
Mstep: Class 13 contains 34162 members 
Mstep: Class 14 contains 28051 members 
Mstep: Class 15 contains 23333 members 
Mstep: Class 16 contains 26861 members 
Mstep: Class 18 contains 54322 members 
Mstep: Class 19 contains 38466 members 
Mstep: Class 20 contains 32906 members 
Mstep: Class 21 contains 22109 members 
Mstep: Class 22 contains 31747 members 
Mstep: Class 23 contains 22862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34243148.000000 Penalty: 48170.121094
Iteration 1F: 23 clusters Score -3.424315e+07 nChanged 250926
Entering Unmasked Mstep 
Mstep: Class 0 contains 276 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 17754 members 
Mstep: Class 3 contains 17595 members 
Mstep: Class 4 contains 155273 members 
Mstep: Class 5 contains 30208 members 
Mstep: Class 6 contains 12228 members 
Mstep: Class 7 contains 51465 members 
Mstep: Class 8 contains 14958 members 
Mstep: Class 9 contains 21669 members 
Mstep: Class 10 contains 25963 members 
Mstep: Class 11 contains 29211 members 
Mstep: Class 12 contains 8335 members 
Mstep: Class 13 contains 34685 members 
Mstep: Class 14 contains 22840 members 
Mstep: Class 15 contains 23295 members 
Mstep: Class 16 contains 25056 members 
Mstep: Class 18 contains 60868 members 
Mstep: Class 19 contains 36894 members 
Mstep: Class 20 contains 26817 members 
Mstep: Class 21 contains 20829 members 
Mstep: Class 22 contains 27926 members 
Mstep: Class 23 contains 17850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34727372.000000 Penalty: 48170.121094
Iteration 2F: 23 clusters Score -3.472737e+07 nChanged 182717
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 23202 members 
Mstep: Class 3 contains 11537 members 
Mstep: Class 4 contains 187899 members 
Mstep: Class 5 contains 31607 members 
Mstep: Class 6 contains 7152 members 
Mstep: Class 7 contains 61957 members 
Mstep: Class 8 contains 8607 members 
Mstep: Class 9 contains 13900 members 
Mstep: Class 10 contains 30112 members 
Mstep: Class 11 contains 32039 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 44861 members 
Mstep: Class 14 contains 15699 members 
Mstep: Class 15 contains 25764 members 
Mstep: Class 16 contains 19814 members 
Mstep: Class 18 contains 51894 members 
Mstep: Class 19 contains 30146 members 
Mstep: Class 20 contains 25769 members 
Mstep: Class 21 contains 21151 members 
Mstep: Class 22 contains 26926 members 
Mstep: Class 23 contains 14170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35051476.000000 Penalty: 48170.121094
Iteration 3F: 23 clusters Score -3.505148e+07 nChanged 156595
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 31357 members 
Mstep: Class 3 contains 6291 members 
Mstep: Class 4 contains 193893 members 
Mstep: Class 5 contains 38038 members 
Mstep: Class 6 contains 4038 members 
Mstep: Class 7 contains 75254 members 
Mstep: Class 8 contains 3761 members 
Mstep: Class 9 contains 9304 members 
Mstep: Class 10 contains 30938 members 
Mstep: Class 11 contains 37465 members 
Mstep: Class 12 contains 2711 members 
Mstep: Class 13 contains 54904 members 
Mstep: Class 14 contains 8654 members 
Mstep: Class 15 contains 29745 members 
Mstep: Class 16 contains 13667 members 
Mstep: Class 18 contains 33809 members 
Mstep: Class 19 contains 22386 members 
Mstep: Class 20 contains 30086 members 
Mstep: Class 21 contains 29335 members 
Mstep: Class 22 contains 26461 members 
Mstep: Class 23 contains 13011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1807.685791 but Gain 2189.550781
Score: -35283796.000000 Penalty: 45980.570312
Iteration 4F: 22 clusters Score -3.52838e+07 nChanged 133766
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 37256 members 
Mstep: Class 3 contains 2869 members 
Mstep: Class 4 contains 190244 members 
Mstep: Class 5 contains 43350 members 
Mstep: Class 6 contains 2656 members 
Mstep: Class 7 contains 84042 members 
Mstep: Class 9 contains 6167 members 
Mstep: Class 10 contains 29456 members 
Mstep: Class 11 contains 42909 members 
Mstep: Class 12 contains 2434 members 
Mstep: Class 13 contains 61980 members 
Mstep: Class 14 contains 4585 members 
Mstep: Class 15 contains 32813 members 
Mstep: Class 16 contains 9685 members 
Mstep: Class 18 contains 17472 members 
Mstep: Class 19 contains 15638 members 
Mstep: Class 20 contains 33149 members 
Mstep: Class 21 contains 47463 members 
Mstep: Class 22 contains 24331 members 
Mstep: Class 23 contains 11360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1392.542480 but Gain 2189.550781
Score: -35479172.000000 Penalty: 43791.019531
Iteration 5F: 21 clusters Score -3.547917e+07 nChanged 101206
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 39123 members 
Mstep: Class 4 contains 199830 members 
Mstep: Class 5 contains 46085 members 
Mstep: Class 6 contains 2222 members 
Mstep: Class 7 contains 82868 members 
Mstep: Class 9 contains 4096 members 
Mstep: Class 10 contains 27436 members 
Mstep: Class 11 contains 45247 members 
Mstep: Class 12 contains 2481 members 
Mstep: Class 13 contains 64820 members 
Mstep: Class 14 contains 2574 members 
Mstep: Class 15 contains 35423 members 
Mstep: Class 16 contains 7269 members 
Mstep: Class 18 contains 7539 members 
Mstep: Class 19 contains 11044 members 
Mstep: Class 20 contains 33156 members 
Mstep: Class 21 contains 60304 members 
Mstep: Class 22 contains 21321 members 
Mstep: Class 23 contains 8798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1928.258545 but Gain 2189.550781
Score: -35605276.000000 Penalty: 41601.468750
Iteration 6F: 20 clusters Score -3.560528e+07 nChanged 80009
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 39272 members 
Mstep: Class 4 contains 219474 members 
Mstep: Class 5 contains 47194 members 
Mstep: Class 6 contains 2117 members 
Mstep: Class 7 contains 71743 members 
Mstep: Class 9 contains 2881 members 
Mstep: Class 10 contains 25517 members 
Mstep: Class 11 contains 45021 members 
Mstep: Class 12 contains 2567 members 
Mstep: Class 13 contains 65969 members 
Mstep: Class 15 contains 39144 members 
Mstep: Class 16 contains 5925 members 
Mstep: Class 18 contains 2989 members 
Mstep: Class 19 contains 9111 members 
Mstep: Class 20 contains 32261 members 
Mstep: Class 21 contains 66253 members 
Mstep: Class 22 contains 18925 members 
Mstep: Class 23 contains 6177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1343.504395 but Gain 2189.550781
Score: -35680564.000000 Penalty: 39411.917969
Iteration 7F: 19 clusters Score -3.568056e+07 nChanged 62908
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 39043 members 
Mstep: Class 4 contains 238334 members 
Mstep: Class 5 contains 46758 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 57720 members 
Mstep: Class 9 contains 2167 members 
Mstep: Class 10 contains 23909 members 
Mstep: Class 11 contains 43528 members 
Mstep: Class 12 contains 2639 members 
Mstep: Class 13 contains 67787 members 
Mstep: Class 15 contains 42949 members 
Mstep: Class 16 contains 5310 members 
Mstep: Class 19 contains 8222 members 
Mstep: Class 20 contains 31599 members 
Mstep: Class 21 contains 69753 members 
Mstep: Class 22 contains 17124 members 
Mstep: Class 23 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35729452.000000 Penalty: 39411.917969
Iteration 8F: 19 clusters Score -3.572945e+07 nChanged 46982
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 38726 members 
Mstep: Class 4 contains 253056 members 
Mstep: Class 5 contains 45602 members 
Mstep: Class 6 contains 2083 members 
Mstep: Class 7 contains 45530 members 
Mstep: Class 9 contains 1805 members 
Mstep: Class 10 contains 22499 members 
Mstep: Class 11 contains 41634 members 
Mstep: Class 12 contains 2699 members 
Mstep: Class 13 contains 69736 members 
Mstep: Class 15 contains 45997 members 
Mstep: Class 16 contains 4999 members 
Mstep: Class 19 contains 7611 members 
Mstep: Class 20 contains 31163 members 
Mstep: Class 21 contains 72033 members 
Mstep: Class 22 contains 15740 members 
Mstep: Class 23 contains 2775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2068.617676 but Gain 2189.550781
Score: -35760496.000000 Penalty: 37222.367188
Iteration 9F: 18 clusters Score -3.57605e+07 nChanged 37704
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 38416 members 
Mstep: Class 4 contains 264207 members 
Mstep: Class 5 contains 44186 members 
Mstep: Class 6 contains 2076 members 
Mstep: Class 7 contains 37005 members 
Mstep: Class 9 contains 1580 members 
Mstep: Class 10 contains 21581 members 
Mstep: Class 11 contains 40211 members 
Mstep: Class 12 contains 2758 members 
Mstep: Class 13 contains 71842 members 
Mstep: Class 15 contains 48516 members 
Mstep: Class 16 contains 4785 members 
Mstep: Class 19 contains 7181 members 
Mstep: Class 20 contains 31252 members 
Mstep: Class 21 contains 73691 members 
Mstep: Class 22 contains 14761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35784568.000000 Penalty: 37222.367188
Iteration 10F: 18 clusters Score -3.578457e+07 nChanged 27550
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 38115 members 
Mstep: Class 4 contains 271783 members 
Mstep: Class 5 contains 42688 members 
Mstep: Class 6 contains 2042 members 
Mstep: Class 7 contains 31106 members 
Mstep: Class 9 contains 1408 members 
Mstep: Class 10 contains 20670 members 
Mstep: Class 11 contains 38819 members 
Mstep: Class 12 contains 2824 members 
Mstep: Class 13 contains 72568 members 
Mstep: Class 15 contains 50627 members 
Mstep: Class 16 contains 4641 members 
Mstep: Class 19 contains 6963 members 
Mstep: Class 20 contains 31025 members 
Mstep: Class 21 contains 74976 members 
Mstep: Class 22 contains 14092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35799428.000000 Penalty: 37222.367188
Iteration 11Q: 18 clusters Score -3.579943e+07 nChanged 22126
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 37840 members 
Mstep: Class 4 contains 277176 members 
Mstep: Class 5 contains 40945 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 27353 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 19894 members 
Mstep: Class 11 contains 37821 members 
Mstep: Class 12 contains 2883 members 
Mstep: Class 13 contains 72631 members 
Mstep: Class 15 contains 52610 members 
Mstep: Class 16 contains 4561 members 
Mstep: Class 19 contains 6820 members 
Mstep: Class 20 contains 31001 members 
Mstep: Class 21 contains 75995 members 
Mstep: Class 22 contains 13674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35810172.000000 Penalty: 37222.367188
Iteration 12Q: 18 clusters Score -3.581017e+07 nChanged 18388
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 37569 members 
Mstep: Class 4 contains 281204 members 
Mstep: Class 5 contains 39000 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 25080 members 
Mstep: Class 9 contains 1228 members 
Mstep: Class 10 contains 19247 members 
Mstep: Class 11 contains 37225 members 
Mstep: Class 12 contains 2924 members 
Mstep: Class 13 contains 72092 members 
Mstep: Class 15 contains 54614 members 
Mstep: Class 16 contains 4512 members 
Mstep: Class 19 contains 6774 members 
Mstep: Class 20 contains 30924 members 
Mstep: Class 21 contains 76739 members 
Mstep: Class 22 contains 13480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35819088.000000 Penalty: 37222.367188
Iteration 13Q: 18 clusters Score -3.581909e+07 nChanged 15867
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 37342 members 
Mstep: Class 4 contains 284526 members 
Mstep: Class 5 contains 36852 members 
Mstep: Class 6 contains 2084 members 
Mstep: Class 7 contains 23613 members 
Mstep: Class 9 contains 1183 members 
Mstep: Class 10 contains 18724 members 
Mstep: Class 11 contains 36891 members 
Mstep: Class 12 contains 2940 members 
Mstep: Class 13 contains 71105 members 
Mstep: Class 15 contains 56666 members 
Mstep: Class 16 contains 4509 members 
Mstep: Class 19 contains 6809 members 
Mstep: Class 20 contains 30810 members 
Mstep: Class 21 contains 77298 members 
Mstep: Class 22 contains 13394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35826220.000000 Penalty: 37222.367188
Iteration 14Q: 18 clusters Score -3.582622e+07 nChanged 14335
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 37145 members 
Mstep: Class 4 contains 287531 members 
Mstep: Class 5 contains 34449 members 
Mstep: Class 6 contains 2151 members 
Mstep: Class 7 contains 22544 members 
Mstep: Class 9 contains 1165 members 
Mstep: Class 10 contains 18209 members 
Mstep: Class 11 contains 36806 members 
Mstep: Class 12 contains 2925 members 
Mstep: Class 13 contains 69897 members 
Mstep: Class 15 contains 58700 members 
Mstep: Class 16 contains 4523 members 
Mstep: Class 19 contains 6901 members 
Mstep: Class 20 contains 30802 members 
Mstep: Class 21 contains 77686 members 
Mstep: Class 22 contains 13374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35832956.000000 Penalty: 37222.367188
Iteration 15Q: 18 clusters Score -3.583296e+07 nChanged 13560
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 36993 members 
Mstep: Class 4 contains 290408 members 
Mstep: Class 5 contains 31681 members 
Mstep: Class 6 contains 2239 members 
Mstep: Class 7 contains 21671 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 17670 members 
Mstep: Class 11 contains 37004 members 
Mstep: Class 12 contains 2913 members 
Mstep: Class 13 contains 68610 members 
Mstep: Class 15 contains 60929 members 
Mstep: Class 16 contains 4529 members 
Mstep: Class 19 contains 6984 members 
Mstep: Class 20 contains 30760 members 
Mstep: Class 21 contains 77922 members 
Mstep: Class 22 contains 13375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35839608.000000 Penalty: 37222.367188
Iteration 16Q: 18 clusters Score -3.583961e+07 nChanged 13204
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 36872 members 
Mstep: Class 4 contains 293058 members 
Mstep: Class 5 contains 28642 members 
Mstep: Class 6 contains 2347 members 
Mstep: Class 7 contains 20861 members 
Mstep: Class 9 contains 1162 members 
Mstep: Class 10 contains 17103 members 
Mstep: Class 11 contains 37313 members 
Mstep: Class 12 contains 2908 members 
Mstep: Class 13 contains 67410 members 
Mstep: Class 15 contains 63390 members 
Mstep: Class 16 contains 4549 members 
Mstep: Class 19 contains 7066 members 
Mstep: Class 20 contains 30763 members 
Mstep: Class 21 contains 78076 members 
Mstep: Class 22 contains 13385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35845832.000000 Penalty: 37222.367188
Iteration 17Q: 18 clusters Score -3.584583e+07 nChanged 12246
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 36802 members 
Mstep: Class 4 contains 295258 members 
Mstep: Class 5 contains 25400 members 
Mstep: Class 6 contains 2473 members 
Mstep: Class 7 contains 20128 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 16552 members 
Mstep: Class 11 contains 37710 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 66472 members 
Mstep: Class 15 contains 66151 members 
Mstep: Class 16 contains 4574 members 
Mstep: Class 19 contains 7165 members 
Mstep: Class 20 contains 30741 members 
Mstep: Class 21 contains 78142 members 
Mstep: Class 22 contains 13409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35851620.000000 Penalty: 37222.367188
Iteration 18Q: 18 clusters Score -3.585162e+07 nChanged 11384
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 36739 members 
Mstep: Class 4 contains 296952 members 
Mstep: Class 5 contains 22115 members 
Mstep: Class 6 contains 2669 members 
Mstep: Class 7 contains 19437 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 16021 members 
Mstep: Class 11 contains 38048 members 
Mstep: Class 12 contains 2881 members 
Mstep: Class 13 contains 65882 members 
Mstep: Class 15 contains 69219 members 
Mstep: Class 16 contains 4596 members 
Mstep: Class 19 contains 7221 members 
Mstep: Class 20 contains 30574 members 
Mstep: Class 21 contains 78188 members 
Mstep: Class 22 contains 13434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35856484.000000 Penalty: 37222.367188
Iteration 19Q: 18 clusters Score -3.585648e+07 nChanged 10100
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 36696 members 
Mstep: Class 4 contains 298037 members 
Mstep: Class 5 contains 18939 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 7 contains 18763 members 
Mstep: Class 9 contains 1160 members 
Mstep: Class 10 contains 15498 members 
Mstep: Class 11 contains 38403 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 65593 members 
Mstep: Class 15 contains 72617 members 
Mstep: Class 16 contains 4658 members 
Mstep: Class 19 contains 7257 members 
Mstep: Class 20 contains 30180 members 
Mstep: Class 21 contains 78211 members 
Mstep: Class 22 contains 13466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35861156.000000 Penalty: 37222.367188
Iteration 20F: 18 clusters Score -3.586116e+07 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 36662 members 
Mstep: Class 4 contains 298680 members 
Mstep: Class 5 contains 16157 members 
Mstep: Class 6 contains 3297 members 
Mstep: Class 7 contains 18210 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 15007 members 
Mstep: Class 11 contains 38733 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 65415 members 
Mstep: Class 15 contains 76074 members 
Mstep: Class 16 contains 4649 members 
Mstep: Class 19 contains 7280 members 
Mstep: Class 20 contains 29461 members 
Mstep: Class 21 contains 78214 members 
Mstep: Class 22 contains 13494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35865048.000000 Penalty: 37222.367188
Iteration 21Q: 18 clusters Score -3.586505e+07 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 36626 members 
Mstep: Class 4 contains 299079 members 
Mstep: Class 5 contains 14019 members 
Mstep: Class 6 contains 3692 members 
Mstep: Class 7 contains 17722 members 
Mstep: Class 9 contains 1252 members 
Mstep: Class 10 contains 14584 members 
Mstep: Class 11 contains 38932 members 
Mstep: Class 12 contains 2879 members 
Mstep: Class 13 contains 65390 members 
Mstep: Class 15 contains 79127 members 
Mstep: Class 16 contains 4636 members 
Mstep: Class 19 contains 7310 members 
Mstep: Class 20 contains 28600 members 
Mstep: Class 21 contains 78215 members 
Mstep: Class 22 contains 13508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867948.000000 Penalty: 37222.367188
Iteration 22Q: 18 clusters Score -3.586795e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 36596 members 
Mstep: Class 4 contains 299244 members 
Mstep: Class 5 contains 12523 members 
Mstep: Class 6 contains 4082 members 
Mstep: Class 7 contains 17343 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 14189 members 
Mstep: Class 11 contains 39083 members 
Mstep: Class 12 contains 2883 members 
Mstep: Class 13 contains 65454 members 
Mstep: Class 15 contains 81637 members 
Mstep: Class 16 contains 4649 members 
Mstep: Class 19 contains 7342 members 
Mstep: Class 20 contains 27699 members 
Mstep: Class 21 contains 78182 members 
Mstep: Class 22 contains 13519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35869700.000000 Penalty: 37222.367188
Iteration 23Q: 18 clusters Score -3.58697e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 36574 members 
Mstep: Class 4 contains 299317 members 
Mstep: Class 5 contains 11419 members 
Mstep: Class 6 contains 4472 members 
Mstep: Class 7 contains 17034 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 13865 members 
Mstep: Class 11 contains 39126 members 
Mstep: Class 12 contains 2882 members 
Mstep: Class 13 contains 65534 members 
Mstep: Class 15 contains 83737 members 
Mstep: Class 16 contains 4663 members 
Mstep: Class 19 contains 7381 members 
Mstep: Class 20 contains 26841 members 
Mstep: Class 21 contains 78134 members 
Mstep: Class 22 contains 13522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871040.000000 Penalty: 37222.367188
Iteration 24Q: 18 clusters Score -3.587104e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 36553 members 
Mstep: Class 4 contains 299328 members 
Mstep: Class 5 contains 10596 members 
Mstep: Class 6 contains 4784 members 
Mstep: Class 7 contains 16796 members 
Mstep: Class 9 contains 1364 members 
Mstep: Class 10 contains 13590 members 
Mstep: Class 11 contains 39183 members 
Mstep: Class 12 contains 2872 members 
Mstep: Class 13 contains 65626 members 
Mstep: Class 15 contains 85473 members 
Mstep: Class 16 contains 4687 members 
Mstep: Class 19 contains 7443 members 
Mstep: Class 20 contains 26057 members 
Mstep: Class 21 contains 78065 members 
Mstep: Class 22 contains 13520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35871848.000000 Penalty: 37222.367188
Iteration 25Q: 18 clusters Score -3.587185e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 36519 members 
Mstep: Class 4 contains 299372 members 
Mstep: Class 5 contains 10005 members 
Mstep: Class 6 contains 5082 members 
Mstep: Class 7 contains 16629 members 
Mstep: Class 9 contains 1400 members 
Mstep: Class 10 contains 13319 members 
Mstep: Class 11 contains 39244 members 
Mstep: Class 12 contains 2890 members 
Mstep: Class 13 contains 65730 members 
Mstep: Class 15 contains 86755 members 
Mstep: Class 16 contains 4704 members 
Mstep: Class 19 contains 7496 members 
Mstep: Class 20 contains 25348 members 
Mstep: Class 21 contains 78000 members 
Mstep: Class 22 contains 13521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872652.000000 Penalty: 37222.367188
Iteration 26Q: 18 clusters Score -3.587265e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 36463 members 
Mstep: Class 4 contains 299407 members 
Mstep: Class 5 contains 9593 members 
Mstep: Class 6 contains 5400 members 
Mstep: Class 7 contains 16481 members 
Mstep: Class 9 contains 1437 members 
Mstep: Class 10 contains 13090 members 
Mstep: Class 11 contains 39264 members 
Mstep: Class 12 contains 2889 members 
Mstep: Class 13 contains 65839 members 
Mstep: Class 15 contains 87765 members 
Mstep: Class 16 contains 4708 members 
Mstep: Class 19 contains 7569 members 
Mstep: Class 20 contains 24719 members 
Mstep: Class 21 contains 77937 members 
Mstep: Class 22 contains 13519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873268.000000 Penalty: 37222.367188
Iteration 27Q: 18 clusters Score -3.587327e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 36400 members 
Mstep: Class 4 contains 299360 members 
Mstep: Class 5 contains 9311 members 
Mstep: Class 6 contains 5696 members 
Mstep: Class 7 contains 16408 members 
Mstep: Class 9 contains 1467 members 
Mstep: Class 10 contains 12884 members 
Mstep: Class 11 contains 39296 members 
Mstep: Class 12 contains 2884 members 
Mstep: Class 13 contains 65946 members 
Mstep: Class 15 contains 88561 members 
Mstep: Class 16 contains 4708 members 
Mstep: Class 19 contains 7631 members 
Mstep: Class 20 contains 24157 members 
Mstep: Class 21 contains 77869 members 
Mstep: Class 22 contains 13516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873832.000000 Penalty: 37222.367188
Iteration 28Q: 18 clusters Score -3.587383e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 36303 members 
Mstep: Class 4 contains 299321 members 
Mstep: Class 5 contains 9094 members 
Mstep: Class 6 contains 5983 members 
Mstep: Class 7 contains 16350 members 
Mstep: Class 9 contains 1501 members 
Mstep: Class 10 contains 12717 members 
Mstep: Class 11 contains 39314 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 66033 members 
Mstep: Class 15 contains 89237 members 
Mstep: Class 16 contains 4699 members 
Mstep: Class 19 contains 7709 members 
Mstep: Class 20 contains 23617 members 
Mstep: Class 21 contains 77811 members 
Mstep: Class 22 contains 13512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874324.000000 Penalty: 37222.367188
Iteration 29Q: 18 clusters Score -3.587432e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 36163 members 
Mstep: Class 4 contains 299218 members 
Mstep: Class 5 contains 8958 members 
Mstep: Class 6 contains 6244 members 
Mstep: Class 7 contains 16317 members 
Mstep: Class 9 contains 1542 members 
Mstep: Class 10 contains 12582 members 
Mstep: Class 11 contains 39318 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 66136 members 
Mstep: Class 15 contains 89774 members 
Mstep: Class 16 contains 4682 members 
Mstep: Class 19 contains 7794 members 
Mstep: Class 20 contains 23175 members 
Mstep: Class 21 contains 77755 members 
Mstep: Class 22 contains 13512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35874688.000000 Penalty: 37222.367188
Iteration 30Q: 18 clusters Score -3.587469e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 35975 members 
Mstep: Class 4 contains 299133 members 
Mstep: Class 5 contains 8857 members 
Mstep: Class 6 contains 6498 members 
Mstep: Class 7 contains 16285 members 
Mstep: Class 9 contains 1579 members 
Mstep: Class 10 contains 12458 members 
Mstep: Class 11 contains 39302 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 66211 members 
Mstep: Class 15 contains 90245 members 
Mstep: Class 16 contains 4673 members 
Mstep: Class 19 contains 7881 members 
Mstep: Class 20 contains 22782 members 
Mstep: Class 21 contains 77701 members 
Mstep: Class 22 contains 13512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875228.000000 Penalty: 37222.367188
Iteration 31Q: 18 clusters Score -3.587523e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 35703 members 
Mstep: Class 4 contains 299054 members 
Mstep: Class 5 contains 8772 members 
Mstep: Class 6 contains 6729 members 
Mstep: Class 7 contains 16271 members 
Mstep: Class 9 contains 1633 members 
Mstep: Class 10 contains 12349 members 
Mstep: Class 11 contains 39297 members 
Mstep: Class 12 contains 2876 members 
Mstep: Class 13 contains 66304 members 
Mstep: Class 15 contains 90650 members 
Mstep: Class 16 contains 4663 members 
Mstep: Class 19 contains 7949 members 
Mstep: Class 20 contains 22371 members 
Mstep: Class 21 contains 77674 members 
Mstep: Class 22 contains 13498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35875908.000000 Penalty: 37222.367188
Iteration 32Q: 18 clusters Score -3.587591e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 35315 members 
Mstep: Class 4 contains 298942 members 
Mstep: Class 5 contains 8707 members 
Mstep: Class 6 contains 6981 members 
Mstep: Class 7 contains 16270 members 
Mstep: Class 9 contains 1681 members 
Mstep: Class 10 contains 12256 members 
Mstep: Class 11 contains 39287 members 
Mstep: Class 12 contains 2885 members 
Mstep: Class 13 contains 66420 members 
Mstep: Class 15 contains 90993 members 
Mstep: Class 16 contains 4656 members 
Mstep: Class 19 contains 8028 members 
Mstep: Class 20 contains 21987 members 
Mstep: Class 21 contains 77672 members 
Mstep: Class 22 contains 13492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35876784.000000 Penalty: 37222.367188
Iteration 33Q: 18 clusters Score -3.587678e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 34696 members 
Mstep: Class 4 contains 298824 members 
Mstep: Class 5 contains 8676 members 
Mstep: Class 6 contains 7211 members 
Mstep: Class 7 contains 16256 members 
Mstep: Class 9 contains 1720 members 
Mstep: Class 10 contains 12161 members 
Mstep: Class 11 contains 39287 members 
Mstep: Class 12 contains 2902 members 
Mstep: Class 13 contains 66572 members 
Mstep: Class 15 contains 91256 members 
Mstep: Class 16 contains 4643 members 
Mstep: Class 19 contains 8139 members 
Mstep: Class 20 contains 21654 members 
Mstep: Class 21 contains 77657 members 
Mstep: Class 22 contains 13487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35878636.000000 Penalty: 37222.367188
Iteration 34Q: 18 clusters Score -3.587864e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 33876 members 
Mstep: Class 4 contains 298708 members 
Mstep: Class 5 contains 8660 members 
Mstep: Class 6 contains 7412 members 
Mstep: Class 7 contains 16257 members 
Mstep: Class 9 contains 1770 members 
Mstep: Class 10 contains 12058 members 
Mstep: Class 11 contains 39310 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 66741 members 
Mstep: Class 15 contains 91486 members 
Mstep: Class 16 contains 4631 members 
Mstep: Class 19 contains 8267 members 
Mstep: Class 20 contains 21309 members 
Mstep: Class 21 contains 77678 members 
Mstep: Class 22 contains 13477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35881208.000000 Penalty: 37222.367188
Iteration 35Q: 18 clusters Score -3.588121e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 33308 members 
Mstep: Class 4 contains 298559 members 
Mstep: Class 5 contains 8649 members 
Mstep: Class 6 contains 7597 members 
Mstep: Class 7 contains 16281 members 
Mstep: Class 9 contains 1815 members 
Mstep: Class 10 contains 11971 members 
Mstep: Class 11 contains 39353 members 
Mstep: Class 12 contains 2979 members 
Mstep: Class 13 contains 66912 members 
Mstep: Class 15 contains 91684 members 
Mstep: Class 16 contains 4633 members 
Mstep: Class 19 contains 8405 members 
Mstep: Class 20 contains 20988 members 
Mstep: Class 21 contains 77719 members 
Mstep: Class 22 contains 13470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35882580.000000 Penalty: 37222.367188
Iteration 36Q: 18 clusters Score -3.588258e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 32953 members 
Mstep: Class 4 contains 298441 members 
Mstep: Class 5 contains 8645 members 
Mstep: Class 6 contains 7767 members 
Mstep: Class 7 contains 16302 members 
Mstep: Class 9 contains 1866 members 
Mstep: Class 10 contains 11876 members 
Mstep: Class 11 contains 39410 members 
Mstep: Class 12 contains 3028 members 
Mstep: Class 13 contains 67089 members 
Mstep: Class 15 contains 91851 members 
Mstep: Class 16 contains 4634 members 
Mstep: Class 19 contains 8540 members 
Mstep: Class 20 contains 20659 members 
Mstep: Class 21 contains 77790 members 
Mstep: Class 22 contains 13461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35883316.000000 Penalty: 37222.367188
Iteration 37Q: 18 clusters Score -3.588332e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 32710 members 
Mstep: Class 4 contains 298314 members 
Mstep: Class 5 contains 8635 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 16321 members 
Mstep: Class 9 contains 1909 members 
Mstep: Class 10 contains 11790 members 
Mstep: Class 11 contains 39430 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 67258 members 
Mstep: Class 15 contains 92001 members 
Mstep: Class 16 contains 4651 members 
Mstep: Class 19 contains 8710 members 
Mstep: Class 20 contains 20389 members 
Mstep: Class 21 contains 77818 members 
Mstep: Class 22 contains 13452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35883712.000000 Penalty: 37222.367188
Iteration 38Q: 18 clusters Score -3.588371e+07 nChanged 1645
Entering ConstructFrom: 
Score: -35883712.000000 Penalty: 37222.367188
Entering ConstructFrom: 
Trying to split cluster 1 (6252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Entering Unmasked Estep 
Score: -295884.750000 Penalty: 1420.356689
	Iteration 0F: 2 clusters Score -295884.8 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 3105 members 
Entering Unmasked Estep 
Score: -291257.375000 Penalty: 2840.713379
	Iteration 0F: 3 clusters Score -291257.4 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -293849.562500 Penalty: 2840.713379
	Iteration 1F: 3 clusters Score -293849.6 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -296856.750000 Penalty: 2840.713379
	Iteration 2F: 3 clusters Score -296856.8 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -299281.750000 Penalty: 2840.713379
	Iteration 3F: 3 clusters Score -299281.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -299907.937500 Penalty: 2840.713379
	Iteration 4F: 3 clusters Score -299907.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -300097.312500 Penalty: 2840.713379
	Iteration 5Q: 3 clusters Score -300097.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -300180.593750 Penalty: 2840.713379
	Iteration 6Q: 3 clusters Score -300180.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -300241.718750 Penalty: 2840.713379
	Iteration 7Q: 3 clusters Score -300241.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -300314.406250 Penalty: 2840.713379
	Iteration 8Q: 3 clusters Score -300314.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -300390.906250 Penalty: 2840.713379
	Iteration 9Q: 3 clusters Score -300390.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -300468.031250 Penalty: 2840.713379
	Iteration 10Q: 3 clusters Score -300468 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -300535.875000 Penalty: 2840.713379
	Iteration 11Q: 3 clusters Score -300535.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -300590.000000 Penalty: 2840.713379
	Iteration 12Q: 3 clusters Score -300590 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -300633.437500 Penalty: 2840.713379
	Iteration 13Q: 3 clusters Score -300633.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -300666.187500 Penalty: 2840.713379
	Iteration 14Q: 3 clusters Score -300666.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -300681.437500 Penalty: 2840.713379
	Iteration 15Q: 3 clusters Score -300681.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -300693.062500 Penalty: 2840.713379
	Iteration 16Q: 3 clusters Score -300693.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -300702.500000 Penalty: 2840.713379
	Iteration 17Q: 3 clusters Score -300702.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -300708.843750 Penalty: 2840.713379
	Iteration 18Q: 3 clusters Score -300708.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -300712.718750 Penalty: 2840.713379
	Iteration 19Q: 3 clusters Score -300712.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -300714.531250 Penalty: 2840.713379
	Iteration 20F: 3 clusters Score -300714.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -300716.125000 Penalty: 2840.713379
	Iteration 21Q: 3 clusters Score -300716.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -300716.500000 Penalty: 2840.713379
	Iteration 22Q: 3 clusters Score -300716.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -300716.500000 Penalty: 2840.713379
	Iteration 23F: 3 clusters Score -300716.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 32538 members 
Mstep: Class 3 contains 2709 members 
Mstep: Class 4 contains 298245 members 
Mstep: Class 5 contains 8632 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 16342 members 
Mstep: Class 9 contains 1942 members 
Mstep: Class 10 contains 11724 members 
Mstep: Class 11 contains 39434 members 
Mstep: Class 12 contains 3115 members 
Mstep: Class 13 contains 67378 members 
Mstep: Class 15 contains 92127 members 
Mstep: Class 16 contains 4671 members 
Mstep: Class 19 contains 8907 members 
Mstep: Class 20 contains 20133 members 
Mstep: Class 21 contains 77813 members 
Mstep: Class 22 contains 13447 members 
Entering Unmasked Estep 
Score: -35888224.000000 Penalty: 39411.917969
Splitting cluster 1 changes total score from -35883712.000000 to -35888224.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (32538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Entering Unmasked Estep 
Score: -1686207.250000 Penalty: 1688.401733
	Iteration 0F: 2 clusters Score -1686207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -1664529.500000 Penalty: 3376.803467
	Iteration 0F: 3 clusters Score -1664530 nChanged 14931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -1673152.125000 Penalty: 3376.803467
	Iteration 1F: 3 clusters Score -1673152 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -1674210.250000 Penalty: 3376.803467
	Iteration 2F: 3 clusters Score -1674210 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -1675978.375000 Penalty: 3376.803467
	Iteration 3F: 3 clusters Score -1675978 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -1678349.625000 Penalty: 3376.803467
	Iteration 4F: 3 clusters Score -1678350 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -1680536.500000 Penalty: 3376.803467
	Iteration 5F: 3 clusters Score -1680536 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -1681861.125000 Penalty: 3376.803467
	Iteration 6F: 3 clusters Score -1681861 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -1682537.500000 Penalty: 3376.803467
	Iteration 7Q: 3 clusters Score -1682538 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -1682913.000000 Penalty: 3376.803467
	Iteration 8Q: 3 clusters Score -1682913 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -1683140.000000 Penalty: 3376.803467
	Iteration 9Q: 3 clusters Score -1683140 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -1683335.125000 Penalty: 3376.803467
	Iteration 10Q: 3 clusters Score -1683335 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -1683495.000000 Penalty: 3376.803467
	Iteration 11Q: 3 clusters Score -1683495 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -1683642.375000 Penalty: 3376.803467
	Iteration 12Q: 3 clusters Score -1683642 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -1683784.875000 Penalty: 3376.803467
	Iteration 13Q: 3 clusters Score -1683785 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -1683920.125000 Penalty: 3376.803467
	Iteration 14Q: 3 clusters Score -1683920 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -1684043.625000 Penalty: 3376.803467
	Iteration 15Q: 3 clusters Score -1684044 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -1684182.875000 Penalty: 3376.803467
	Iteration 16Q: 3 clusters Score -1684183 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -1684309.750000 Penalty: 3376.803467
	Iteration 17Q: 3 clusters Score -1684310 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -1684425.125000 Penalty: 3376.803467
	Iteration 18Q: 3 clusters Score -1684425 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -1684530.625000 Penalty: 3376.803467
	Iteration 19Q: 3 clusters Score -1684531 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -1684619.250000 Penalty: 3376.803467
	Iteration 20F: 3 clusters Score -1684619 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -1684688.875000 Penalty: 3376.803467
	Iteration 21Q: 3 clusters Score -1684689 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -1684749.500000 Penalty: 3376.803467
	Iteration 22Q: 3 clusters Score -1684750 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -1684800.250000 Penalty: 3376.803467
	Iteration 23Q: 3 clusters Score -1684800 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -1684831.375000 Penalty: 3376.803467
	Iteration 24Q: 3 clusters Score -1684831 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -1684865.750000 Penalty: 3376.803467
	Iteration 25Q: 3 clusters Score -1684866 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -1684899.250000 Penalty: 3376.803467
	Iteration 26Q: 3 clusters Score -1684899 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -1684918.000000 Penalty: 3376.803467
	Iteration 27Q: 3 clusters Score -1684918 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -1684933.250000 Penalty: 3376.803467
	Iteration 28Q: 3 clusters Score -1684933 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -1684955.875000 Penalty: 3376.803467
	Iteration 29Q: 3 clusters Score -1684956 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -1684976.500000 Penalty: 3376.803467
	Iteration 30Q: 3 clusters Score -1684976 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -1684990.375000 Penalty: 3376.803467
	Iteration 31Q: 3 clusters Score -1684990 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -1685008.875000 Penalty: 3376.803467
	Iteration 32Q: 3 clusters Score -1685009 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -1685017.125000 Penalty: 3376.803467
	Iteration 33Q: 3 clusters Score -1685017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -1685021.875000 Penalty: 3376.803467
	Iteration 34Q: 3 clusters Score -1685022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -1685025.500000 Penalty: 3376.803467
	Iteration 35Q: 3 clusters Score -1685026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -1685030.875000 Penalty: 3376.803467
	Iteration 36Q: 3 clusters Score -1685031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -1685034.125000 Penalty: 3376.803467
	Iteration 37Q: 3 clusters Score -1685034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -1685039.250000 Penalty: 3376.803467
	Iteration 38Q: 3 clusters Score -1685039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -1685044.000000 Penalty: 3376.803467
	Iteration 39Q: 3 clusters Score -1685044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -1685044.375000 Penalty: 3376.803467
	Iteration 40F: 3 clusters Score -1685044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -1685053.500000 Penalty: 3376.803467
	Iteration 41Q: 3 clusters Score -1685054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -1685056.875000 Penalty: 3376.803467
	Iteration 42Q: 3 clusters Score -1685057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -1685062.750000 Penalty: 3376.803467
	Iteration 43Q: 3 clusters Score -1685063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -1685064.625000 Penalty: 3376.803467
	Iteration 44Q: 3 clusters Score -1685065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -1685062.625000 Penalty: 3376.803467
	Iteration 45Q: 3 clusters Score -1685063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -1685064.375000 Penalty: 3376.803467
	Iteration 46Q: 3 clusters Score -1685064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -1685063.875000 Penalty: 3376.803467
	Iteration 47Q: 3 clusters Score -1685064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -1685063.875000 Penalty: 3376.803467
	Iteration 48F: 3 clusters Score -1685064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (298245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298245 members 
Entering Unmasked Estep 
Score: -15864908.000000 Penalty: 2048.421631
	Iteration 0F: 2 clusters Score -1.586491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148677 members 
Mstep: Class 2 contains 149568 members 
Entering Unmasked Estep 
Score: -15663210.000000 Penalty: 4096.843262
	Iteration 0F: 3 clusters Score -1.566321e+07 nChanged 145103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138892 members 
Mstep: Class 2 contains 159353 members 
Entering Unmasked Estep 
Score: -15751230.000000 Penalty: 4096.843262
	Iteration 1F: 3 clusters Score -1.575123e+07 nChanged 10752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132642 members 
Mstep: Class 2 contains 165603 members 
Entering Unmasked Estep 
Score: -15754779.000000 Penalty: 4096.843262
	Iteration 2Q: 3 clusters Score -1.575478e+07 nChanged 13745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122705 members 
Mstep: Class 2 contains 175540 members 
Entering Unmasked Estep 
Score: -15761449.000000 Penalty: 4096.843262
	Iteration 3Q: 3 clusters Score -1.576145e+07 nChanged 17992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108093 members 
Mstep: Class 2 contains 190152 members 
Entering Unmasked Estep 
Score: -15772601.000000 Penalty: 4096.843262
	Iteration 4F: 3 clusters Score -1.57726e+07 nChanged 22638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88809 members 
Mstep: Class 2 contains 209436 members 
Entering Unmasked Estep 
Score: -15791317.000000 Penalty: 4096.843262
	Iteration 5F: 3 clusters Score -1.579132e+07 nChanged 23962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68581 members 
Mstep: Class 2 contains 229664 members 
Entering Unmasked Estep 
Score: -15814528.000000 Penalty: 4096.843262
	Iteration 6F: 3 clusters Score -1.581453e+07 nChanged 19815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53388 members 
Mstep: Class 2 contains 244857 members 
Entering Unmasked Estep 
Score: -15836093.000000 Penalty: 4096.843262
	Iteration 7F: 3 clusters Score -1.583609e+07 nChanged 13080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 252027 members 
Entering Unmasked Estep 
Score: -15848457.000000 Penalty: 4096.843262
	Iteration 8Q: 3 clusters Score -1.584846e+07 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 254632 members 
Entering Unmasked Estep 
Score: -15853604.000000 Penalty: 4096.843262
	Iteration 9Q: 3 clusters Score -1.58536e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 256201 members 
Entering Unmasked Estep 
Score: -15855645.000000 Penalty: 4096.843262
	Iteration 10Q: 3 clusters Score -1.585564e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 257496 members 
Entering Unmasked Estep 
Score: -15856911.000000 Penalty: 4096.843262
	Iteration 11Q: 3 clusters Score -1.585691e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 258646 members 
Entering Unmasked Estep 
Score: -15857738.000000 Penalty: 4096.843262
	Iteration 12Q: 3 clusters Score -1.585774e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 259743 members 
Entering Unmasked Estep 
Score: -15858401.000000 Penalty: 4096.843262
	Iteration 13Q: 3 clusters Score -1.58584e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 260793 members 
Entering Unmasked Estep 
Score: -15858906.000000 Penalty: 4096.843262
	Iteration 14Q: 3 clusters Score -1.585891e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 261827 members 
Entering Unmasked Estep 
Score: -15859227.000000 Penalty: 4096.843262
	Iteration 15Q: 3 clusters Score -1.585923e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 262835 members 
Entering Unmasked Estep 
Score: -15859495.000000 Penalty: 4096.843262
	Iteration 16Q: 3 clusters Score -1.58595e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 263822 members 
Entering Unmasked Estep 
Score: -15859740.000000 Penalty: 4096.843262
	Iteration 17Q: 3 clusters Score -1.585974e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 264869 members 
Entering Unmasked Estep 
Score: -15860068.000000 Penalty: 4096.843262
	Iteration 18Q: 3 clusters Score -1.586007e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 265955 members 
Entering Unmasked Estep 
Score: -15860383.000000 Penalty: 4096.843262
	Iteration 19Q: 3 clusters Score -1.586038e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 266968 members 
Entering Unmasked Estep 
Score: -15860653.000000 Penalty: 4096.843262
	Iteration 20F: 3 clusters Score -1.586065e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 267969 members 
Entering Unmasked Estep 
Score: -15860897.000000 Penalty: 4096.843262
	Iteration 21Q: 3 clusters Score -1.58609e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 269027 members 
Entering Unmasked Estep 
Score: -15861151.000000 Penalty: 4096.843262
	Iteration 22Q: 3 clusters Score -1.586115e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 270092 members 
Entering Unmasked Estep 
Score: -15861353.000000 Penalty: 4096.843262
	Iteration 23Q: 3 clusters Score -1.586135e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 271130 members 
Entering Unmasked Estep 
Score: -15861593.000000 Penalty: 4096.843262
	Iteration 24Q: 3 clusters Score -1.586159e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 272167 members 
Entering Unmasked Estep 
Score: -15861867.000000 Penalty: 4096.843262
	Iteration 25Q: 3 clusters Score -1.586187e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 273193 members 
Entering Unmasked Estep 
Score: -15862165.000000 Penalty: 4096.843262
	Iteration 26Q: 3 clusters Score -1.586216e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 274178 members 
Entering Unmasked Estep 
Score: -15862352.000000 Penalty: 4096.843262
	Iteration 27Q: 3 clusters Score -1.586235e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 275138 members 
Entering Unmasked Estep 
Score: -15862534.000000 Penalty: 4096.843262
	Iteration 28Q: 3 clusters Score -1.586253e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 276150 members 
Entering Unmasked Estep 
Score: -15862750.000000 Penalty: 4096.843262
	Iteration 29Q: 3 clusters Score -1.586275e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 277150 members 
Entering Unmasked Estep 
Score: -15862992.000000 Penalty: 4096.843262
	Iteration 30Q: 3 clusters Score -1.586299e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 278039 members 
Entering Unmasked Estep 
Score: -15863297.000000 Penalty: 4096.843262
	Iteration 31Q: 3 clusters Score -1.58633e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 278924 members 
Entering Unmasked Estep 
Score: -15863429.000000 Penalty: 4096.843262
	Iteration 32Q: 3 clusters Score -1.586343e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 279799 members 
Entering Unmasked Estep 
Score: -15863646.000000 Penalty: 4096.843262
	Iteration 33Q: 3 clusters Score -1.586365e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 280654 members 
Entering Unmasked Estep 
Score: -15863903.000000 Penalty: 4096.843262
	Iteration 34Q: 3 clusters Score -1.58639e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 281436 members 
Entering Unmasked Estep 
Score: -15864082.000000 Penalty: 4096.843262
	Iteration 35Q: 3 clusters Score -1.586408e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 282180 members 
Entering Unmasked Estep 
Score: -15864272.000000 Penalty: 4096.843262
	Iteration 36Q: 3 clusters Score -1.586427e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 282904 members 
Entering Unmasked Estep 
Score: -15864406.000000 Penalty: 4096.843262
	Iteration 37Q: 3 clusters Score -1.586441e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 283529 members 
Entering Unmasked Estep 
Score: -15864557.000000 Penalty: 4096.843262
	Iteration 38Q: 3 clusters Score -1.586456e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 284123 members 
Entering Unmasked Estep 
Score: -15864692.000000 Penalty: 4096.843262
	Iteration 39Q: 3 clusters Score -1.586469e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 284667 members 
Entering Unmasked Estep 
Score: -15864796.000000 Penalty: 4096.843262
	Iteration 40F: 3 clusters Score -1.58648e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 285181 members 
Entering Unmasked Estep 
Score: -15864954.000000 Penalty: 4096.843262
	Iteration 41Q: 3 clusters Score -1.586495e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 285648 members 
Entering Unmasked Estep 
Score: -15864972.000000 Penalty: 4096.843262
	Iteration 42Q: 3 clusters Score -1.586497e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 286078 members 
Entering Unmasked Estep 
Score: -15865089.000000 Penalty: 4096.843262
	Iteration 43Q: 3 clusters Score -1.586509e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 286497 members 
Entering Unmasked Estep 
Score: -15865130.000000 Penalty: 4096.843262
	Iteration 44Q: 3 clusters Score -1.586513e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 286886 members 
Entering Unmasked Estep 
Score: -15865167.000000 Penalty: 4096.843262
	Iteration 45Q: 3 clusters Score -1.586517e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 287247 members 
Entering Unmasked Estep 
Score: -15865254.000000 Penalty: 4096.843262
	Iteration 46Q: 3 clusters Score -1.586525e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 287552 members 
Entering Unmasked Estep 
Score: -15865273.000000 Penalty: 4096.843262
	Iteration 47Q: 3 clusters Score -1.586527e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 287818 members 
Entering Unmasked Estep 
Score: -15865282.000000 Penalty: 4096.843262
	Iteration 48Q: 3 clusters Score -1.586528e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 288060 members 
Entering Unmasked Estep 
Score: -15865278.000000 Penalty: 4096.843262
	Iteration 49Q: 3 clusters Score -1.586528e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 288289 members 
Entering Unmasked Estep 
Score: -15865334.000000 Penalty: 4096.843262
	Iteration 50Q: 3 clusters Score -1.586533e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 288502 members 
Entering Unmasked Estep 
Score: -15865385.000000 Penalty: 4096.843262
	Iteration 51Q: 3 clusters Score -1.586538e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 288686 members 
Entering Unmasked Estep 
Score: -15865394.000000 Penalty: 4096.843262
	Iteration 52Q: 3 clusters Score -1.586539e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 288873 members 
Entering Unmasked Estep 
Score: -15865389.000000 Penalty: 4096.843262
	Iteration 53Q: 3 clusters Score -1.586539e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 289055 members 
Entering Unmasked Estep 
Score: -15865400.000000 Penalty: 4096.843262
	Iteration 54Q: 3 clusters Score -1.58654e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 289228 members 
Entering Unmasked Estep 
Score: -15865425.000000 Penalty: 4096.843262
	Iteration 55Q: 3 clusters Score -1.586542e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 289356 members 
Entering Unmasked Estep 
Score: -15865461.000000 Penalty: 4096.843262
	Iteration 56Q: 3 clusters Score -1.586546e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 289470 members 
Entering Unmasked Estep 
Score: -15865465.000000 Penalty: 4096.843262
	Iteration 57Q: 3 clusters Score -1.586546e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 289569 members 
Entering Unmasked Estep 
Score: -15865449.000000 Penalty: 4096.843262
	Iteration 58Q: 3 clusters Score -1.586545e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 289666 members 
Entering Unmasked Estep 
Score: -15865441.000000 Penalty: 4096.843262
	Iteration 59Q: 3 clusters Score -1.586544e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 289754 members 
Entering Unmasked Estep 
Score: -15865440.000000 Penalty: 4096.843262
	Iteration 60F: 3 clusters Score -1.586544e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 289828 members 
Entering Unmasked Estep 
Score: -15865447.000000 Penalty: 4096.843262
	Iteration 61Q: 3 clusters Score -1.586545e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 289900 members 
Entering Unmasked Estep 
Score: -15865462.000000 Penalty: 4096.843262
	Iteration 62Q: 3 clusters Score -1.586546e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 289959 members 
Entering Unmasked Estep 
Score: -15865471.000000 Penalty: 4096.843262
	Iteration 63Q: 3 clusters Score -1.586547e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 290019 members 
Entering Unmasked Estep 
Score: -15865458.000000 Penalty: 4096.843262
	Iteration 64Q: 3 clusters Score -1.586546e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 290071 members 
Entering Unmasked Estep 
Score: -15865464.000000 Penalty: 4096.843262
	Iteration 65Q: 3 clusters Score -1.586546e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 290123 members 
Entering Unmasked Estep 
Score: -15865466.000000 Penalty: 4096.843262
	Iteration 66Q: 3 clusters Score -1.586547e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 290185 members 
Entering Unmasked Estep 
Score: -15865441.000000 Penalty: 4096.843262
	Iteration 67Q: 3 clusters Score -1.586544e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 290259 members 
Entering Unmasked Estep 
Score: -15865435.000000 Penalty: 4096.843262
	Iteration 68Q: 3 clusters Score -1.586544e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 290336 members 
Entering Unmasked Estep 
Score: -15865428.000000 Penalty: 4096.843262
	Iteration 69Q: 3 clusters Score -1.586543e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 290406 members 
Entering Unmasked Estep 
Score: -15865465.000000 Penalty: 4096.843262
	Iteration 70Q: 3 clusters Score -1.586546e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 290451 members 
Entering Unmasked Estep 
Score: -15865482.000000 Penalty: 4096.843262
	Iteration 71Q: 3 clusters Score -1.586548e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 290493 members 
Entering Unmasked Estep 
Score: -15865491.000000 Penalty: 4096.843262
	Iteration 72Q: 3 clusters Score -1.586549e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 290526 members 
Entering Unmasked Estep 
Score: -15865501.000000 Penalty: 4096.843262
	Iteration 73Q: 3 clusters Score -1.58655e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 290559 members 
Entering Unmasked Estep 
Score: -15865506.000000 Penalty: 4096.843262
	Iteration 74Q: 3 clusters Score -1.586551e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 290590 members 
Entering Unmasked Estep 
Score: -15865507.000000 Penalty: 4096.843262
	Iteration 75Q: 3 clusters Score -1.586551e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 290622 members 
Entering Unmasked Estep 
Score: -15865492.000000 Penalty: 4096.843262
	Iteration 76Q: 3 clusters Score -1.586549e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 290651 members 
Entering Unmasked Estep 
Score: -15865474.000000 Penalty: 4096.843262
	Iteration 77Q: 3 clusters Score -1.586547e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 290676 members 
Entering Unmasked Estep 
Score: -15865481.000000 Penalty: 4096.843262
	Iteration 78Q: 3 clusters Score -1.586548e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 290699 members 
Entering Unmasked Estep 
Score: -15865493.000000 Penalty: 4096.843262
	Iteration 79Q: 3 clusters Score -1.586549e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 290716 members 
Entering Unmasked Estep 
Score: -15865491.000000 Penalty: 4096.843262
	Iteration 80F: 3 clusters Score -1.586549e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 290737 members 
Entering Unmasked Estep 
Score: -15865480.000000 Penalty: 4096.843262
	Iteration 81Q: 3 clusters Score -1.586548e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 290758 members 
Entering Unmasked Estep 
Score: -15865500.000000 Penalty: 4096.843262
	Iteration 82Q: 3 clusters Score -1.58655e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 290776 members 
Entering Unmasked Estep 
Score: -15865483.000000 Penalty: 4096.843262
	Iteration 83Q: 3 clusters Score -1.586548e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 290787 members 
Entering Unmasked Estep 
Score: -15865493.000000 Penalty: 4096.843262
	Iteration 84Q: 3 clusters Score -1.586549e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 290797 members 
Entering Unmasked Estep 
Score: -15865504.000000 Penalty: 4096.843262
	Iteration 85Q: 3 clusters Score -1.58655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 290807 members 
Entering Unmasked Estep 
Score: -15865488.000000 Penalty: 4096.843262
	Iteration 86Q: 3 clusters Score -1.586549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 290811 members 
Entering Unmasked Estep 
Score: -15865493.000000 Penalty: 4096.843262
	Iteration 87Q: 3 clusters Score -1.586549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 290818 members 
Entering Unmasked Estep 
Score: -15865490.000000 Penalty: 4096.843262
	Iteration 88Q: 3 clusters Score -1.586549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 290825 members 
Entering Unmasked Estep 
Score: -15865483.000000 Penalty: 4096.843262
	Iteration 89Q: 3 clusters Score -1.586548e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 290833 members 
Entering Unmasked Estep 
Score: -15865490.000000 Penalty: 4096.843262
	Iteration 90Q: 3 clusters Score -1.586549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 290837 members 
Entering Unmasked Estep 
Score: -15865492.000000 Penalty: 4096.843262
	Iteration 91Q: 3 clusters Score -1.586549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 290842 members 
Entering Unmasked Estep 
Score: -15865493.000000 Penalty: 4096.843262
	Iteration 92Q: 3 clusters Score -1.586549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 290844 members 
Entering Unmasked Estep 
Score: -15865496.000000 Penalty: 4096.843262
	Iteration 93Q: 3 clusters Score -1.58655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 290845 members 
Entering Unmasked Estep 
Score: -15865499.000000 Penalty: 4096.843262
	Iteration 94Q: 3 clusters Score -1.58655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 290846 members 
Entering Unmasked Estep 
Score: -15865496.000000 Penalty: 4096.843262
	Iteration 95Q: 3 clusters Score -1.58655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 290847 members 
Entering Unmasked Estep 
Score: -15865497.000000 Penalty: 4096.843262
	Iteration 96Q: 3 clusters Score -1.58655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 290848 members 
Entering Unmasked Estep 
Score: -15865496.000000 Penalty: 4096.843262
	Iteration 97Q: 3 clusters Score -1.58655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 290850 members 
Entering Unmasked Estep 
Score: -15865489.000000 Penalty: 4096.843262
	Iteration 98Q: 3 clusters Score -1.586549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 290854 members 
Entering Unmasked Estep 
Score: -15865499.000000 Penalty: 4096.843262
	Iteration 99Q: 3 clusters Score -1.58655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 290857 members 
Entering Unmasked Estep 
Score: -15865500.000000 Penalty: 4096.843262
	Iteration 100F: 3 clusters Score -1.58655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 290856 members 
Entering Unmasked Estep 
Score: -15865498.000000 Penalty: 4096.843262
	Iteration 101Q: 3 clusters Score -1.58655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 290856 members 
Entering Unmasked Estep 
Score: -15865498.000000 Penalty: 4096.843262
	Iteration 102F: 3 clusters Score -1.58655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 32538 members 
Mstep: Class 3 contains 2709 members 
Mstep: Class 4 contains 7389 members 
Mstep: Class 5 contains 8632 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 16342 members 
Mstep: Class 8 contains 290856 members 
Mstep: Class 9 contains 1942 members 
Mstep: Class 10 contains 11724 members 
Mstep: Class 11 contains 39434 members 
Mstep: Class 12 contains 3115 members 
Mstep: Class 13 contains 67378 members 
Mstep: Class 15 contains 92127 members 
Mstep: Class 16 contains 4671 members 
Mstep: Class 19 contains 8907 members 
Mstep: Class 20 contains 20133 members 
Mstep: Class 21 contains 77813 members 
Mstep: Class 22 contains 13447 members 
Entering Unmasked Estep 
Score: -35888772.000000 Penalty: 41601.468750
Splitting cluster 4 changes total score from -35883712.000000 to -35888772.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 5 (8632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Entering Unmasked Estep 
Score: -433332.125000 Penalty: 1472.775146
	Iteration 0F: 2 clusters Score -433332.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -427100.593750 Penalty: 2945.550293
	Iteration 0F: 3 clusters Score -427100.6 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -428907.593750 Penalty: 2945.550293
	Iteration 1F: 3 clusters Score -428907.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -429117.906250 Penalty: 2945.550293
	Iteration 2F: 3 clusters Score -429117.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -429277.281250 Penalty: 2945.550293
	Iteration 3Q: 3 clusters Score -429277.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -429416.750000 Penalty: 2945.550293
	Iteration 4Q: 3 clusters Score -429416.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -429554.406250 Penalty: 2945.550293
	Iteration 5Q: 3 clusters Score -429554.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -429712.312500 Penalty: 2945.550293
	Iteration 6Q: 3 clusters Score -429712.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -429885.250000 Penalty: 2945.550293
	Iteration 7Q: 3 clusters Score -429885.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -430090.812500 Penalty: 2945.550293
	Iteration 8Q: 3 clusters Score -430090.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -430357.000000 Penalty: 2945.550293
	Iteration 9Q: 3 clusters Score -430357 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -430668.875000 Penalty: 2945.550293
	Iteration 10Q: 3 clusters Score -430668.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -430949.750000 Penalty: 2945.550293
	Iteration 11Q: 3 clusters Score -430949.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -431167.812500 Penalty: 2945.550293
	Iteration 12Q: 3 clusters Score -431167.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -431354.968750 Penalty: 2945.550293
	Iteration 13Q: 3 clusters Score -431355 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -431538.250000 Penalty: 2945.550293
	Iteration 14Q: 3 clusters Score -431538.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -431681.156250 Penalty: 2945.550293
	Iteration 15Q: 3 clusters Score -431681.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -431812.375000 Penalty: 2945.550293
	Iteration 16Q: 3 clusters Score -431812.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -431949.375000 Penalty: 2945.550293
	Iteration 17Q: 3 clusters Score -431949.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -432050.437500 Penalty: 2945.550293
	Iteration 18Q: 3 clusters Score -432050.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -432122.000000 Penalty: 2945.550293
	Iteration 19Q: 3 clusters Score -432122 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -432164.062500 Penalty: 2945.550293
	Iteration 20F: 3 clusters Score -432164.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -432189.875000 Penalty: 2945.550293
	Iteration 21Q: 3 clusters Score -432189.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -432212.906250 Penalty: 2945.550293
	Iteration 22Q: 3 clusters Score -432212.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -432232.312500 Penalty: 2945.550293
	Iteration 23Q: 3 clusters Score -432232.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -432252.562500 Penalty: 2945.550293
	Iteration 24Q: 3 clusters Score -432252.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -432271.375000 Penalty: 2945.550293
	Iteration 25Q: 3 clusters Score -432271.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -432288.156250 Penalty: 2945.550293
	Iteration 26Q: 3 clusters Score -432288.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -432300.125000 Penalty: 2945.550293
	Iteration 27Q: 3 clusters Score -432300.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -432313.843750 Penalty: 2945.550293
	Iteration 28Q: 3 clusters Score -432313.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -432328.968750 Penalty: 2945.550293
	Iteration 29Q: 3 clusters Score -432329 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -432340.125000 Penalty: 2945.550293
	Iteration 30Q: 3 clusters Score -432340.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -432348.406250 Penalty: 2945.550293
	Iteration 31Q: 3 clusters Score -432348.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -432356.000000 Penalty: 2945.550293
	Iteration 32Q: 3 clusters Score -432356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -432364.812500 Penalty: 2945.550293
	Iteration 33Q: 3 clusters Score -432364.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -432372.031250 Penalty: 2945.550293
	Iteration 34Q: 3 clusters Score -432372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -432379.312500 Penalty: 2945.550293
	Iteration 35Q: 3 clusters Score -432379.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -432391.437500 Penalty: 2945.550293
	Iteration 36Q: 3 clusters Score -432391.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -432399.750000 Penalty: 2945.550293
	Iteration 37Q: 3 clusters Score -432399.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -432403.250000 Penalty: 2945.550293
	Iteration 38Q: 3 clusters Score -432403.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -432406.906250 Penalty: 2945.550293
	Iteration 39Q: 3 clusters Score -432406.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -432407.093750 Penalty: 2945.550293
	Iteration 40F: 3 clusters Score -432407.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -432410.625000 Penalty: 2945.550293
	Iteration 41Q: 3 clusters Score -432410.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -432414.156250 Penalty: 2945.550293
	Iteration 42Q: 3 clusters Score -432414.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -432416.656250 Penalty: 2945.550293
	Iteration 43Q: 3 clusters Score -432416.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -432418.312500 Penalty: 2945.550293
	Iteration 44Q: 3 clusters Score -432418.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -432419.906250 Penalty: 2945.550293
	Iteration 45Q: 3 clusters Score -432419.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -432421.125000 Penalty: 2945.550293
	Iteration 46Q: 3 clusters Score -432421.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -432422.375000 Penalty: 2945.550293
	Iteration 47Q: 3 clusters Score -432422.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -432422.281250 Penalty: 2945.550293
	Iteration 48Q: 3 clusters Score -432422.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -432424.718750 Penalty: 2945.550293
	Iteration 49Q: 3 clusters Score -432424.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -432425.968750 Penalty: 2945.550293
	Iteration 50Q: 3 clusters Score -432426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -432425.937500 Penalty: 2945.550293
	Iteration 51Q: 3 clusters Score -432425.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -432426.687500 Penalty: 2945.550293
	Iteration 52Q: 3 clusters Score -432426.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -432426.125000 Penalty: 2945.550293
	Iteration 53Q: 3 clusters Score -432426.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -432427.312500 Penalty: 2945.550293
	Iteration 54Q: 3 clusters Score -432427.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -432427.312500 Penalty: 2945.550293
	Iteration 55F: 3 clusters Score -432427.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Entering Unmasked Estep 
Score: -375127.593750 Penalty: 1462.498291
	Iteration 0F: 2 clusters Score -375127.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -369149.812500 Penalty: 2924.996582
	Iteration 0F: 3 clusters Score -369149.8 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -371041.843750 Penalty: 2924.996582
	Iteration 1F: 3 clusters Score -371041.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -371320.812500 Penalty: 2924.996582
	Iteration 2F: 3 clusters Score -371320.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -371553.468750 Penalty: 2924.996582
	Iteration 3F: 3 clusters Score -371553.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -371751.750000 Penalty: 2924.996582
	Iteration 4F: 3 clusters Score -371751.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -371919.937500 Penalty: 2924.996582
	Iteration 5Q: 3 clusters Score -371919.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -372077.031250 Penalty: 2924.996582
	Iteration 6Q: 3 clusters Score -372077 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -372215.281250 Penalty: 2924.996582
	Iteration 7Q: 3 clusters Score -372215.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -372329.531250 Penalty: 2924.996582
	Iteration 8Q: 3 clusters Score -372329.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -372453.562500 Penalty: 2924.996582
	Iteration 9Q: 3 clusters Score -372453.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -372586.937500 Penalty: 2924.996582
	Iteration 10Q: 3 clusters Score -372586.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -372696.343750 Penalty: 2924.996582
	Iteration 11Q: 3 clusters Score -372696.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -372801.187500 Penalty: 2924.996582
	Iteration 12Q: 3 clusters Score -372801.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -372914.187500 Penalty: 2924.996582
	Iteration 13Q: 3 clusters Score -372914.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -373008.218750 Penalty: 2924.996582
	Iteration 14Q: 3 clusters Score -373008.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -373090.718750 Penalty: 2924.996582
	Iteration 15Q: 3 clusters Score -373090.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -373180.156250 Penalty: 2924.996582
	Iteration 16Q: 3 clusters Score -373180.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -373262.843750 Penalty: 2924.996582
	Iteration 17Q: 3 clusters Score -373262.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -373348.468750 Penalty: 2924.996582
	Iteration 18Q: 3 clusters Score -373348.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -373438.218750 Penalty: 2924.996582
	Iteration 19Q: 3 clusters Score -373438.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -373540.750000 Penalty: 2924.996582
	Iteration 20F: 3 clusters Score -373540.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -373652.187500 Penalty: 2924.996582
	Iteration 21Q: 3 clusters Score -373652.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -373796.656250 Penalty: 2924.996582
	Iteration 22Q: 3 clusters Score -373796.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -373959.250000 Penalty: 2924.996582
	Iteration 23Q: 3 clusters Score -373959.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -374080.218750 Penalty: 2924.996582
	Iteration 24Q: 3 clusters Score -374080.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -374164.625000 Penalty: 2924.996582
	Iteration 25Q: 3 clusters Score -374164.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -374218.343750 Penalty: 2924.996582
	Iteration 26Q: 3 clusters Score -374218.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -374256.343750 Penalty: 2924.996582
	Iteration 27Q: 3 clusters Score -374256.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -374282.625000 Penalty: 2924.996582
	Iteration 28Q: 3 clusters Score -374282.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -374299.218750 Penalty: 2924.996582
	Iteration 29Q: 3 clusters Score -374299.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -374309.875000 Penalty: 2924.996582
	Iteration 30Q: 3 clusters Score -374309.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -374317.906250 Penalty: 2924.996582
	Iteration 31Q: 3 clusters Score -374317.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -374323.375000 Penalty: 2924.996582
	Iteration 32Q: 3 clusters Score -374323.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -374329.062500 Penalty: 2924.996582
	Iteration 33Q: 3 clusters Score -374329.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -374335.093750 Penalty: 2924.996582
	Iteration 34Q: 3 clusters Score -374335.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -374342.312500 Penalty: 2924.996582
	Iteration 35Q: 3 clusters Score -374342.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -374344.250000 Penalty: 2924.996582
	Iteration 36Q: 3 clusters Score -374344.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -374346.250000 Penalty: 2924.996582
	Iteration 37Q: 3 clusters Score -374346.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -374349.281250 Penalty: 2924.996582
	Iteration 38Q: 3 clusters Score -374349.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -374352.000000 Penalty: 2924.996582
	Iteration 39Q: 3 clusters Score -374352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -374353.875000 Penalty: 2924.996582
	Iteration 40F: 3 clusters Score -374353.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -374355.093750 Penalty: 2924.996582
	Iteration 41Q: 3 clusters Score -374355.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -374354.843750 Penalty: 2924.996582
	Iteration 42Q: 3 clusters Score -374354.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -374355.343750 Penalty: 2924.996582
	Iteration 43Q: 3 clusters Score -374355.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -374355.343750 Penalty: 2924.996582
	Iteration 44F: 3 clusters Score -374355.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Entering Unmasked Estep 
Score: -912514.687500 Penalty: 1576.492798
	Iteration 0F: 2 clusters Score -912514.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -901197.062500 Penalty: 3152.985596
	Iteration 0F: 3 clusters Score -901197.1 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -905507.875000 Penalty: 3152.985596
	Iteration 1F: 3 clusters Score -905507.9 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -906332.500000 Penalty: 3152.985596
	Iteration 2F: 3 clusters Score -906332.5 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -907412.187500 Penalty: 3152.985596
	Iteration 3F: 3 clusters Score -907412.2 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -908585.875000 Penalty: 3152.985596
	Iteration 4F: 3 clusters Score -908585.9 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -909617.687500 Penalty: 3152.985596
	Iteration 5F: 3 clusters Score -909617.7 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -910330.750000 Penalty: 3152.985596
	Iteration 6F: 3 clusters Score -910330.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -910877.937500 Penalty: 3152.985596
	Iteration 7Q: 3 clusters Score -910877.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -911225.875000 Penalty: 3152.985596
	Iteration 8Q: 3 clusters Score -911225.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -911385.375000 Penalty: 3152.985596
	Iteration 9Q: 3 clusters Score -911385.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -911451.812500 Penalty: 3152.985596
	Iteration 10Q: 3 clusters Score -911451.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -911495.937500 Penalty: 3152.985596
	Iteration 11Q: 3 clusters Score -911495.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -911519.000000 Penalty: 3152.985596
	Iteration 12Q: 3 clusters Score -911519 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -911528.187500 Penalty: 3152.985596
	Iteration 13Q: 3 clusters Score -911528.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -911540.000000 Penalty: 3152.985596
	Iteration 14Q: 3 clusters Score -911540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -911546.750000 Penalty: 3152.985596
	Iteration 15Q: 3 clusters Score -911546.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -911548.625000 Penalty: 3152.985596
	Iteration 16Q: 3 clusters Score -911548.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -911555.250000 Penalty: 3152.985596
	Iteration 17Q: 3 clusters Score -911555.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -911561.375000 Penalty: 3152.985596
	Iteration 18Q: 3 clusters Score -911561.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -911560.375000 Penalty: 3152.985596
	Iteration 19Q: 3 clusters Score -911560.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -911559.437500 Penalty: 3152.985596
	Iteration 20F: 3 clusters Score -911559.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -911561.000000 Penalty: 3152.985596
	Iteration 21Q: 3 clusters Score -911561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -911559.625000 Penalty: 3152.985596
	Iteration 22Q: 3 clusters Score -911559.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -911560.437500 Penalty: 3152.985596
	Iteration 23Q: 3 clusters Score -911560.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -911560.437500 Penalty: 3152.985596
	Iteration 24F: 3 clusters Score -911560.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Entering Unmasked Estep 
Score: -84612.359375 Penalty: 1230.364502
	Iteration 0F: 2 clusters Score -84612.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -82583.796875 Penalty: 2460.729004
	Iteration 0F: 3 clusters Score -82583.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -83034.375000 Penalty: 2460.729004
	Iteration 1F: 3 clusters Score -83034.38 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -83126.273438 Penalty: 2460.729004
	Iteration 2F: 3 clusters Score -83126.27 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -83166.148438 Penalty: 2460.729004
	Iteration 3Q: 3 clusters Score -83166.15 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -83196.179688 Penalty: 2460.729004
	Iteration 4Q: 3 clusters Score -83196.18 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -83219.210938 Penalty: 2460.729004
	Iteration 5Q: 3 clusters Score -83219.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -83232.406250 Penalty: 2460.729004
	Iteration 6Q: 3 clusters Score -83232.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -83244.875000 Penalty: 2460.729004
	Iteration 7Q: 3 clusters Score -83244.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -83251.968750 Penalty: 2460.729004
	Iteration 8Q: 3 clusters Score -83251.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -83258.304688 Penalty: 2460.729004
	Iteration 9Q: 3 clusters Score -83258.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -83264.734375 Penalty: 2460.729004
	Iteration 10Q: 3 clusters Score -83264.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -83270.328125 Penalty: 2460.729004
	Iteration 11Q: 3 clusters Score -83270.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -83275.812500 Penalty: 2460.729004
	Iteration 12Q: 3 clusters Score -83275.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -83279.304688 Penalty: 2460.729004
	Iteration 13Q: 3 clusters Score -83279.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -83281.695312 Penalty: 2460.729004
	Iteration 14Q: 3 clusters Score -83281.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -83284.312500 Penalty: 2460.729004
	Iteration 15Q: 3 clusters Score -83284.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -83286.312500 Penalty: 2460.729004
	Iteration 16Q: 3 clusters Score -83286.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -83287.703125 Penalty: 2460.729004
	Iteration 17Q: 3 clusters Score -83287.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -83289.492188 Penalty: 2460.729004
	Iteration 18Q: 3 clusters Score -83289.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -83290.718750 Penalty: 2460.729004
	Iteration 19Q: 3 clusters Score -83290.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -83292.992188 Penalty: 2460.729004
	Iteration 20F: 3 clusters Score -83292.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -83296.562500 Penalty: 2460.729004
	Iteration 21Q: 3 clusters Score -83296.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -83299.046875 Penalty: 2460.729004
	Iteration 22Q: 3 clusters Score -83299.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -83300.617188 Penalty: 2460.729004
	Iteration 23Q: 3 clusters Score -83300.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -83302.453125 Penalty: 2460.729004
	Iteration 24Q: 3 clusters Score -83302.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -83302.882812 Penalty: 2460.729004
	Iteration 25Q: 3 clusters Score -83302.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -83303.578125 Penalty: 2460.729004
	Iteration 26Q: 3 clusters Score -83303.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -83304.132812 Penalty: 2460.729004
	Iteration 27Q: 3 clusters Score -83304.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -83304.710938 Penalty: 2460.729004
	Iteration 28Q: 3 clusters Score -83304.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -83305.789062 Penalty: 2460.729004
	Iteration 29Q: 3 clusters Score -83305.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -83307.640625 Penalty: 2460.729004
	Iteration 30Q: 3 clusters Score -83307.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -83309.382812 Penalty: 2460.729004
	Iteration 31Q: 3 clusters Score -83309.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -83309.796875 Penalty: 2460.729004
	Iteration 32Q: 3 clusters Score -83309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -83310.117188 Penalty: 2460.729004
	Iteration 33Q: 3 clusters Score -83310.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -83310.320312 Penalty: 2460.729004
	Iteration 34Q: 3 clusters Score -83310.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -83310.320312 Penalty: 2460.729004
	Iteration 35F: 3 clusters Score -83310.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Entering Unmasked Estep 
Score: -556655.562500 Penalty: 1522.526367
	Iteration 0F: 2 clusters Score -556655.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -548429.937500 Penalty: 3045.052734
	Iteration 0F: 3 clusters Score -548429.9 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -551732.312500 Penalty: 3045.052734
	Iteration 1F: 3 clusters Score -551732.3 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -553074.687500 Penalty: 3045.052734
	Iteration 2F: 3 clusters Score -553074.7 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -554741.937500 Penalty: 3045.052734
	Iteration 3F: 3 clusters Score -554741.9 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -556008.562500 Penalty: 3045.052734
	Iteration 4F: 3 clusters Score -556008.6 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -556773.937500 Penalty: 3045.052734
	Iteration 5F: 3 clusters Score -556773.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -557162.812500 Penalty: 3045.052734
	Iteration 6Q: 3 clusters Score -557162.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -557397.500000 Penalty: 3045.052734
	Iteration 7Q: 3 clusters Score -557397.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -557517.375000 Penalty: 3045.052734
	Iteration 8Q: 3 clusters Score -557517.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -557588.937500 Penalty: 3045.052734
	Iteration 9Q: 3 clusters Score -557588.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -557623.500000 Penalty: 3045.052734
	Iteration 10Q: 3 clusters Score -557623.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -557652.500000 Penalty: 3045.052734
	Iteration 11Q: 3 clusters Score -557652.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -557669.250000 Penalty: 3045.052734
	Iteration 12Q: 3 clusters Score -557669.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -557687.750000 Penalty: 3045.052734
	Iteration 13Q: 3 clusters Score -557687.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -557710.000000 Penalty: 3045.052734
	Iteration 14Q: 3 clusters Score -557710 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -557732.125000 Penalty: 3045.052734
	Iteration 15Q: 3 clusters Score -557732.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -557761.000000 Penalty: 3045.052734
	Iteration 16Q: 3 clusters Score -557761 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -557778.437500 Penalty: 3045.052734
	Iteration 17Q: 3 clusters Score -557778.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -557796.062500 Penalty: 3045.052734
	Iteration 18Q: 3 clusters Score -557796.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -557815.187500 Penalty: 3045.052734
	Iteration 19Q: 3 clusters Score -557815.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -557832.062500 Penalty: 3045.052734
	Iteration 20F: 3 clusters Score -557832.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -557847.000000 Penalty: 3045.052734
	Iteration 21Q: 3 clusters Score -557847 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -557859.875000 Penalty: 3045.052734
	Iteration 22Q: 3 clusters Score -557859.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -557874.062500 Penalty: 3045.052734
	Iteration 23Q: 3 clusters Score -557874.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -557891.875000 Penalty: 3045.052734
	Iteration 24Q: 3 clusters Score -557891.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -557908.375000 Penalty: 3045.052734
	Iteration 25Q: 3 clusters Score -557908.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -557918.000000 Penalty: 3045.052734
	Iteration 26Q: 3 clusters Score -557918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -557925.437500 Penalty: 3045.052734
	Iteration 27Q: 3 clusters Score -557925.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -557931.125000 Penalty: 3045.052734
	Iteration 28Q: 3 clusters Score -557931.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -557937.625000 Penalty: 3045.052734
	Iteration 29Q: 3 clusters Score -557937.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -557941.250000 Penalty: 3045.052734
	Iteration 30Q: 3 clusters Score -557941.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -557947.500000 Penalty: 3045.052734
	Iteration 31Q: 3 clusters Score -557947.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -557952.812500 Penalty: 3045.052734
	Iteration 32Q: 3 clusters Score -557952.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -557958.812500 Penalty: 3045.052734
	Iteration 33Q: 3 clusters Score -557958.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -557961.625000 Penalty: 3045.052734
	Iteration 34Q: 3 clusters Score -557961.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -557965.312500 Penalty: 3045.052734
	Iteration 35Q: 3 clusters Score -557965.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -557970.625000 Penalty: 3045.052734
	Iteration 36Q: 3 clusters Score -557970.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -557972.750000 Penalty: 3045.052734
	Iteration 37Q: 3 clusters Score -557972.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -557979.062500 Penalty: 3045.052734
	Iteration 38Q: 3 clusters Score -557979.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -557988.062500 Penalty: 3045.052734
	Iteration 39Q: 3 clusters Score -557988.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -557996.812500 Penalty: 3045.052734
	Iteration 40F: 3 clusters Score -557996.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -558004.375000 Penalty: 3045.052734
	Iteration 41Q: 3 clusters Score -558004.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -558010.687500 Penalty: 3045.052734
	Iteration 42Q: 3 clusters Score -558010.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -558018.125000 Penalty: 3045.052734
	Iteration 43Q: 3 clusters Score -558018.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -558031.812500 Penalty: 3045.052734
	Iteration 44Q: 3 clusters Score -558031.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -558054.562500 Penalty: 3045.052734
	Iteration 45Q: 3 clusters Score -558054.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -558075.375000 Penalty: 3045.052734
	Iteration 46Q: 3 clusters Score -558075.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -558098.000000 Penalty: 3045.052734
	Iteration 47Q: 3 clusters Score -558098 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -558114.625000 Penalty: 3045.052734
	Iteration 48Q: 3 clusters Score -558114.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -558130.125000 Penalty: 3045.052734
	Iteration 49Q: 3 clusters Score -558130.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -558139.937500 Penalty: 3045.052734
	Iteration 50Q: 3 clusters Score -558139.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -558147.000000 Penalty: 3045.052734
	Iteration 51Q: 3 clusters Score -558147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -558151.062500 Penalty: 3045.052734
	Iteration 52Q: 3 clusters Score -558151.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -558151.687500 Penalty: 3045.052734
	Iteration 53Q: 3 clusters Score -558151.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -558153.750000 Penalty: 3045.052734
	Iteration 54Q: 3 clusters Score -558153.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -558155.187500 Penalty: 3045.052734
	Iteration 55Q: 3 clusters Score -558155.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -558155.812500 Penalty: 3045.052734
	Iteration 56Q: 3 clusters Score -558155.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -558158.875000 Penalty: 3045.052734
	Iteration 57Q: 3 clusters Score -558158.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -558157.812500 Penalty: 3045.052734
	Iteration 58Q: 3 clusters Score -558157.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -558159.187500 Penalty: 3045.052734
	Iteration 59Q: 3 clusters Score -558159.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -558159.125000 Penalty: 3045.052734
	Iteration 60F: 3 clusters Score -558159.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -558158.750000 Penalty: 3045.052734
	Iteration 61Q: 3 clusters Score -558158.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -558158.750000 Penalty: 3045.052734
	Iteration 62F: 3 clusters Score -558158.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 32538 members 
Mstep: Class 3 contains 2709 members 
Mstep: Class 4 contains 7389 members 
Mstep: Class 5 contains 8632 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 16342 members 
Mstep: Class 8 contains 290856 members 
Mstep: Class 9 contains 1942 members 
Mstep: Class 10 contains 9140 members 
Mstep: Class 11 contains 39434 members 
Mstep: Class 12 contains 3115 members 
Mstep: Class 13 contains 67378 members 
Mstep: Class 14 contains 2584 members 
Mstep: Class 15 contains 92127 members 
Mstep: Class 16 contains 4671 members 
Mstep: Class 19 contains 8907 members 
Mstep: Class 20 contains 20133 members 
Mstep: Class 21 contains 77813 members 
Mstep: Class 22 contains 13447 members 
Entering Unmasked Estep 
Score: -35889488.000000 Penalty: 43791.019531
Splitting cluster 10 changes total score from -35883712.000000 to -35889488.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 11 (39434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Entering Unmasked Estep 
Score: -2003528.125000 Penalty: 1719.637451
	Iteration 0F: 2 clusters Score -2003528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -1977197.625000 Penalty: 3439.274902
	Iteration 0F: 3 clusters Score -1977198 nChanged 18279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -1987868.375000 Penalty: 3439.274902
	Iteration 1F: 3 clusters Score -1987868 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -1988845.250000 Penalty: 3439.274902
	Iteration 2F: 3 clusters Score -1988845 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -1990184.875000 Penalty: 3439.274902
	Iteration 3F: 3 clusters Score -1990185 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -1991984.125000 Penalty: 3439.274902
	Iteration 4F: 3 clusters Score -1991984 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -1994179.875000 Penalty: 3439.274902
	Iteration 5F: 3 clusters Score -1994180 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -1996357.375000 Penalty: 3439.274902
	Iteration 6F: 3 clusters Score -1996357 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -1997900.625000 Penalty: 3439.274902
	Iteration 7F: 3 clusters Score -1997901 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -1998861.625000 Penalty: 3439.274902
	Iteration 8Q: 3 clusters Score -1998862 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -1999362.625000 Penalty: 3439.274902
	Iteration 9Q: 3 clusters Score -1999363 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -1999698.375000 Penalty: 3439.274902
	Iteration 10Q: 3 clusters Score -1999698 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -1999986.000000 Penalty: 3439.274902
	Iteration 11Q: 3 clusters Score -1999986 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2000260.750000 Penalty: 3439.274902
	Iteration 12Q: 3 clusters Score -2000261 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -2000495.500000 Penalty: 3439.274902
	Iteration 13Q: 3 clusters Score -2000496 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2000729.625000 Penalty: 3439.274902
	Iteration 14Q: 3 clusters Score -2000730 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2000944.500000 Penalty: 3439.274902
	Iteration 15Q: 3 clusters Score -2000944 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -2001162.250000 Penalty: 3439.274902
	Iteration 16Q: 3 clusters Score -2001162 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2001354.750000 Penalty: 3439.274902
	Iteration 17Q: 3 clusters Score -2001355 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -2001518.750000 Penalty: 3439.274902
	Iteration 18Q: 3 clusters Score -2001519 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2001664.750000 Penalty: 3439.274902
	Iteration 19Q: 3 clusters Score -2001665 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2001797.375000 Penalty: 3439.274902
	Iteration 20F: 3 clusters Score -2001797 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -2001901.375000 Penalty: 3439.274902
	Iteration 21Q: 3 clusters Score -2001901 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -2002011.375000 Penalty: 3439.274902
	Iteration 22Q: 3 clusters Score -2002011 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -2002108.250000 Penalty: 3439.274902
	Iteration 23Q: 3 clusters Score -2002108 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -2002191.500000 Penalty: 3439.274902
	Iteration 24Q: 3 clusters Score -2002192 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -2002290.125000 Penalty: 3439.274902
	Iteration 25Q: 3 clusters Score -2002290 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -2002373.875000 Penalty: 3439.274902
	Iteration 26Q: 3 clusters Score -2002374 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -2002463.125000 Penalty: 3439.274902
	Iteration 27Q: 3 clusters Score -2002463 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -2002530.000000 Penalty: 3439.274902
	Iteration 28Q: 3 clusters Score -2002530 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -2002590.750000 Penalty: 3439.274902
	Iteration 29Q: 3 clusters Score -2002591 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -2002660.125000 Penalty: 3439.274902
	Iteration 30Q: 3 clusters Score -2002660 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -2002703.000000 Penalty: 3439.274902
	Iteration 31Q: 3 clusters Score -2002703 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -2002770.250000 Penalty: 3439.274902
	Iteration 32Q: 3 clusters Score -2002770 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -2002832.000000 Penalty: 3439.274902
	Iteration 33Q: 3 clusters Score -2002832 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -2002879.750000 Penalty: 3439.274902
	Iteration 34Q: 3 clusters Score -2002880 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -2002910.625000 Penalty: 3439.274902
	Iteration 35Q: 3 clusters Score -2002911 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -2002940.125000 Penalty: 3439.274902
	Iteration 36Q: 3 clusters Score -2002940 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -2002973.875000 Penalty: 3439.274902
	Iteration 37Q: 3 clusters Score -2002974 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -2002999.500000 Penalty: 3439.274902
	Iteration 38Q: 3 clusters Score -2003000 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -2003027.250000 Penalty: 3439.274902
	Iteration 39Q: 3 clusters Score -2003027 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -2003047.000000 Penalty: 3439.274902
	Iteration 40F: 3 clusters Score -2003047 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -2003083.125000 Penalty: 3439.274902
	Iteration 41Q: 3 clusters Score -2003083 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -2003091.125000 Penalty: 3439.274902
	Iteration 42Q: 3 clusters Score -2003091 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -2003114.375000 Penalty: 3439.274902
	Iteration 43Q: 3 clusters Score -2003114 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -2003133.375000 Penalty: 3439.274902
	Iteration 44Q: 3 clusters Score -2003133 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -2003137.000000 Penalty: 3439.274902
	Iteration 45Q: 3 clusters Score -2003137 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -2003153.750000 Penalty: 3439.274902
	Iteration 46Q: 3 clusters Score -2003154 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -2003171.375000 Penalty: 3439.274902
	Iteration 47Q: 3 clusters Score -2003171 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -2003181.750000 Penalty: 3439.274902
	Iteration 48Q: 3 clusters Score -2003182 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -2003184.750000 Penalty: 3439.274902
	Iteration 49Q: 3 clusters Score -2003185 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -2003196.750000 Penalty: 3439.274902
	Iteration 50Q: 3 clusters Score -2003197 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -2003213.000000 Penalty: 3439.274902
	Iteration 51Q: 3 clusters Score -2003213 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2003217 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -2003233.250000 Penalty: 3439.274902
	Iteration 53Q: 3 clusters Score -2003233 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2003240 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2003247 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -2003257.000000 Penalty: 3439.274902
	Iteration 56Q: 3 clusters Score -2003257 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -2003258.125000 Penalty: 3439.274902
	Iteration 57Q: 3 clusters Score -2003258 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -2003262.375000 Penalty: 3439.274902
	Iteration 58Q: 3 clusters Score -2003262 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2003283 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2003286 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2003291 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -2003306.375000 Penalty: 3439.274902
	Iteration 62Q: 3 clusters Score -2003306 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -2003303.000000 Penalty: 3439.274902
	Iteration 63Q: 3 clusters Score -2003303 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2003311 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -2003315.625000 Penalty: 3439.274902
	Iteration 65Q: 3 clusters Score -2003316 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -2003327.625000 Penalty: 3439.274902
	Iteration 66Q: 3 clusters Score -2003328 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -2003331.250000 Penalty: 3439.274902
	Iteration 67Q: 3 clusters Score -2003331 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2003347 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2003338 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -2003344.625000 Penalty: 3439.274902
	Iteration 70Q: 3 clusters Score -2003345 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2003345 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -2003351.375000 Penalty: 3439.274902
	Iteration 72Q: 3 clusters Score -2003351 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2003354 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2003368 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2003371 nChanged 60
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Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2003378 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -2003380.000000 Penalty: 3439.274902
	Iteration 77Q: 3 clusters Score -2003380 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -2003392.250000 Penalty: 3439.274902
	Iteration 78Q: 3 clusters Score -2003392 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2003394 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2003399 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -2003408.625000 Penalty: 3439.274902
	Iteration 81Q: 3 clusters Score -2003409 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -2003409.375000 Penalty: 3439.274902
	Iteration 82Q: 3 clusters Score -2003409 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -2003410.500000 Penalty: 3439.274902
	Iteration 83Q: 3 clusters Score -2003410 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -2003414.875000 Penalty: 3439.274902
	Iteration 84Q: 3 clusters Score -2003415 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -2003427.000000 Penalty: 3439.274902
	Iteration 85Q: 3 clusters Score -2003427 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -2003432.375000 Penalty: 3439.274902
	Iteration 86Q: 3 clusters Score -2003432 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -2003444.875000 Penalty: 3439.274902
	Iteration 87Q: 3 clusters Score -2003445 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -2003442.625000 Penalty: 3439.274902
	Iteration 88Q: 3 clusters Score -2003443 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -2003449.125000 Penalty: 3439.274902
	Iteration 89Q: 3 clusters Score -2003449 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2003453 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2003453 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -2003466.000000 Penalty: 3439.274902
	Iteration 92Q: 3 clusters Score -2003466 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -2003469.000000 Penalty: 3439.274902
	Iteration 93Q: 3 clusters Score -2003469 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -2003476.500000 Penalty: 3439.274902
	Iteration 94Q: 3 clusters Score -2003476 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2003479 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -2003481.250000 Penalty: 3439.274902
	Iteration 96Q: 3 clusters Score -2003481 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -2003478.500000 Penalty: 3439.274902
	Iteration 97Q: 3 clusters Score -2003478 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2003487 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2003487 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -2003489.125000 Penalty: 3439.274902
	Iteration 100F: 3 clusters Score -2003489 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -2003491.375000 Penalty: 3439.274902
	Iteration 101Q: 3 clusters Score -2003491 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2003489 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -2003493.500000 Penalty: 3439.274902
	Iteration 103Q: 3 clusters Score -2003494 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -2003499.625000 Penalty: 3439.274902
	Iteration 104Q: 3 clusters Score -2003500 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2003499 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -2003499.875000 Penalty: 3439.274902
	Iteration 106Q: 3 clusters Score -2003500 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7970 members 
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Entering Unmasked Estep 
Score: -2003503.625000 Penalty: 3439.274902
	Iteration 107Q: 3 clusters Score -2003504 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2003504 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -2003506.125000 Penalty: 3439.274902
	Iteration 109Q: 3 clusters Score -2003506 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -2003510.375000 Penalty: 3439.274902
	Iteration 110Q: 3 clusters Score -2003510 nChanged 11
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Mstep: Class 1 contains 7930 members 
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Entering Unmasked Estep 
Score: -2003516.250000 Penalty: 3439.274902
	Iteration 111Q: 3 clusters Score -2003516 nChanged 19
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Mstep: Class 1 contains 7913 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2003514 nChanged 20
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Mstep: Class 1 contains 7895 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2003515 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -2003517.750000 Penalty: 3439.274902
	Iteration 114Q: 3 clusters Score -2003518 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7865 members 
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Entering Unmasked Estep 
Score: -2003519.000000 Penalty: 3439.274902
	Iteration 115Q: 3 clusters Score -2003519 nChanged 15
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Mstep: Class 1 contains 7854 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2003520 nChanged 18
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Mstep: Class 1 contains 7836 members 
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Entering Unmasked Estep 
Score: -2003524.375000 Penalty: 3439.274902
	Iteration 117Q: 3 clusters Score -2003524 nChanged 21
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Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -2003529.500000 Penalty: 3439.274902
	Iteration 118Q: 3 clusters Score -2003530 nChanged 19
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Mstep: Class 1 contains 7800 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2003530 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7786 members 
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Entering Unmasked Estep 
Score: -2003528.250000 Penalty: 3439.274902
	Iteration 120F: 3 clusters Score -2003528 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -2003527.500000 Penalty: 3439.274902
	Iteration 121Q: 3 clusters Score -2003528 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2003527.125000 Penalty: 3439.274902
	Iteration 122Q: 3 clusters Score -2003527 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -2003528.875000 Penalty: 3439.274902
	Iteration 123Q: 3 clusters Score -2003529 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7742 members 
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Entering Unmasked Estep 
Score: -2003529.750000 Penalty: 3439.274902
	Iteration 124Q: 3 clusters Score -2003530 nChanged 7
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Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -2003534.750000 Penalty: 3439.274902
	Iteration 125Q: 3 clusters Score -2003535 nChanged 11
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Mstep: Class 1 contains 7728 members 
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Entering Unmasked Estep 
Score: -2003535.875000 Penalty: 3439.274902
	Iteration 126Q: 3 clusters Score -2003536 nChanged 10
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Mstep: Class 1 contains 7720 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2003535 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2003537.625000 Penalty: 3439.274902
	Iteration 128Q: 3 clusters Score -2003538 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -2003536.500000 Penalty: 3439.274902
	Iteration 129Q: 3 clusters Score -2003536 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7693 members 
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Entering Unmasked Estep 
Score: -2003537.875000 Penalty: 3439.274902
	Iteration 130Q: 3 clusters Score -2003538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -2003536.000000 Penalty: 3439.274902
	Iteration 131Q: 3 clusters Score -2003536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -2003534.625000 Penalty: 3439.274902
	Iteration 132Q: 3 clusters Score -2003535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -2003532.750000 Penalty: 3439.274902
	Iteration 133Q: 3 clusters Score -2003533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -2003533.750000 Penalty: 3439.274902
	Iteration 134Q: 3 clusters Score -2003534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -2003533.250000 Penalty: 3439.274902
	Iteration 135Q: 3 clusters Score -2003533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -2003532.250000 Penalty: 3439.274902
	Iteration 136Q: 3 clusters Score -2003532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -2003532.000000 Penalty: 3439.274902
	Iteration 137Q: 3 clusters Score -2003532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -2003532.625000 Penalty: 3439.274902
	Iteration 138Q: 3 clusters Score -2003533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -2003532.125000 Penalty: 3439.274902
	Iteration 139Q: 3 clusters Score -2003532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -2003528.500000 Penalty: 3439.274902
	Iteration 140F: 3 clusters Score -2003528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 31839 members 
Entering Unmasked Estep 
Score: -2003533.250000 Penalty: 3439.274902
	Iteration 141Q: 3 clusters Score -2003533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -2003536.625000 Penalty: 3439.274902
	Iteration 142Q: 3 clusters Score -2003537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -2003538.625000 Penalty: 3439.274902
	Iteration 143Q: 3 clusters Score -2003539 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -2003543.125000 Penalty: 3439.274902
	Iteration 144Q: 3 clusters Score -2003543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -2003541.500000 Penalty: 3439.274902
	Iteration 145Q: 3 clusters Score -2003542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -2003544.750000 Penalty: 3439.274902
	Iteration 146Q: 3 clusters Score -2003545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -2003543.250000 Penalty: 3439.274902
	Iteration 147Q: 3 clusters Score -2003543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -2003544.500000 Penalty: 3439.274902
	Iteration 148Q: 3 clusters Score -2003544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -2003542.750000 Penalty: 3439.274902
	Iteration 149Q: 3 clusters Score -2003543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -2003541.125000 Penalty: 3439.274902
	Iteration 150Q: 3 clusters Score -2003541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -2003542.250000 Penalty: 3439.274902
	Iteration 151Q: 3 clusters Score -2003542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -2003541.000000 Penalty: 3439.274902
	Iteration 152Q: 3 clusters Score -2003541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -2003541.000000 Penalty: 3439.274902
	Iteration 153F: 3 clusters Score -2003541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 32538 members 
Mstep: Class 3 contains 2709 members 
Mstep: Class 4 contains 7389 members 
Mstep: Class 5 contains 8632 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 16342 members 
Mstep: Class 8 contains 290856 members 
Mstep: Class 9 contains 1942 members 
Mstep: Class 10 contains 9140 members 
Mstep: Class 11 contains 7481 members 
Mstep: Class 12 contains 3115 members 
Mstep: Class 13 contains 67378 members 
Mstep: Class 14 contains 2584 members 
Mstep: Class 15 contains 92127 members 
Mstep: Class 16 contains 4671 members 
Mstep: Class 17 contains 31953 members 
Mstep: Class 19 contains 8907 members 
Mstep: Class 20 contains 20133 members 
Mstep: Class 21 contains 77813 members 
Mstep: Class 22 contains 13447 members 
Entering Unmasked Estep 
Score: -35889208.000000 Penalty: 45980.570312
Splitting cluster 11 changes total score from -35883712.000000 to -35889208.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 12 (3115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Entering Unmasked Estep 
Score: -124000.460938 Penalty: 1307.147461
	Iteration 0F: 2 clusters Score -124000.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -121290.906250 Penalty: 2614.294922
	Iteration 0F: 3 clusters Score -121290.9 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -122076.710938 Penalty: 2614.294922
	Iteration 1F: 3 clusters Score -122076.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -122356.359375 Penalty: 2614.294922
	Iteration 2F: 3 clusters Score -122356.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -122576.507812 Penalty: 2614.294922
	Iteration 3F: 3 clusters Score -122576.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -122786.226562 Penalty: 2614.294922
	Iteration 4F: 3 clusters Score -122786.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -122965.976562 Penalty: 2614.294922
	Iteration 5F: 3 clusters Score -122966 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -123132.812500 Penalty: 2614.294922
	Iteration 6Q: 3 clusters Score -123132.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -123257.757812 Penalty: 2614.294922
	Iteration 7Q: 3 clusters Score -123257.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -123426.148438 Penalty: 2614.294922
	Iteration 8Q: 3 clusters Score -123426.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -123619.820312 Penalty: 2614.294922
	Iteration 9Q: 3 clusters Score -123619.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -123889.656250 Penalty: 2614.294922
	Iteration 10Q: 3 clusters Score -123889.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -124120.078125 Penalty: 2614.294922
	Iteration 11Q: 3 clusters Score -124120.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -124313.648438 Penalty: 2614.294922
	Iteration 12Q: 3 clusters Score -124313.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -124537.234375 Penalty: 2614.294922
	Iteration 13Q: 3 clusters Score -124537.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -124816.835938 Penalty: 2614.294922
	Iteration 14Q: 3 clusters Score -124816.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -124995.156250 Penalty: 2614.294922
	Iteration 15Q: 3 clusters Score -124995.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -125070.320312 Penalty: 2614.294922
	Iteration 16Q: 3 clusters Score -125070.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -125127.328125 Penalty: 2614.294922
	Iteration 17Q: 3 clusters Score -125127.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -125150.515625 Penalty: 2614.294922
	Iteration 18Q: 3 clusters Score -125150.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -125169.023438 Penalty: 2614.294922
	Iteration 19Q: 3 clusters Score -125169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -125238.382812 Penalty: 2614.294922
	Iteration 20F: 3 clusters Score -125238.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -125269.617188 Penalty: 2614.294922
	Iteration 21Q: 3 clusters Score -125269.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -125275.984375 Penalty: 2614.294922
	Iteration 22Q: 3 clusters Score -125276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -125280.546875 Penalty: 2614.294922
	Iteration 23Q: 3 clusters Score -125280.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -125285.515625 Penalty: 2614.294922
	Iteration 24Q: 3 clusters Score -125285.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -125291.960938 Penalty: 2614.294922
	Iteration 25Q: 3 clusters Score -125292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -125298.578125 Penalty: 2614.294922
	Iteration 26Q: 3 clusters Score -125298.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -125305.328125 Penalty: 2614.294922
	Iteration 27Q: 3 clusters Score -125305.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -125308.210938 Penalty: 2614.294922
	Iteration 28Q: 3 clusters Score -125308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -125310.656250 Penalty: 2614.294922
	Iteration 29Q: 3 clusters Score -125310.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -125316.085938 Penalty: 2614.294922
	Iteration 30Q: 3 clusters Score -125316.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -125321.476562 Penalty: 2614.294922
	Iteration 31Q: 3 clusters Score -125321.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -125331.281250 Penalty: 2614.294922
	Iteration 32Q: 3 clusters Score -125331.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -125343.414062 Penalty: 2614.294922
	Iteration 33Q: 3 clusters Score -125343.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -125352.593750 Penalty: 2614.294922
	Iteration 34Q: 3 clusters Score -125352.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -125358.601562 Penalty: 2614.294922
	Iteration 35Q: 3 clusters Score -125358.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -125362.109375 Penalty: 2614.294922
	Iteration 36Q: 3 clusters Score -125362.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -125363.312500 Penalty: 2614.294922
	Iteration 37Q: 3 clusters Score -125363.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -125363.312500 Penalty: 2614.294922
	Iteration 38F: 3 clusters Score -125363.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 32538 members 
Mstep: Class 3 contains 2709 members 
Mstep: Class 4 contains 7389 members 
Mstep: Class 5 contains 8632 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 16342 members 
Mstep: Class 8 contains 290856 members 
Mstep: Class 9 contains 1942 members 
Mstep: Class 10 contains 9140 members 
Mstep: Class 11 contains 7481 members 
Mstep: Class 12 contains 997 members 
Mstep: Class 13 contains 67378 members 
Mstep: Class 14 contains 2584 members 
Mstep: Class 15 contains 92127 members 
Mstep: Class 16 contains 4671 members 
Mstep: Class 17 contains 31953 members 
Mstep: Class 18 contains 2118 members 
Mstep: Class 19 contains 8907 members 
Mstep: Class 20 contains 20133 members 
Mstep: Class 21 contains 77813 members 
Mstep: Class 22 contains 13447 members 
Entering Unmasked Estep 
Score: -35889668.000000 Penalty: 48170.121094
Splitting cluster 12 changes total score from -35883712.000000 to -35889668.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 13 (67378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67378 members 
Entering Unmasked Estep 
Score: -3629153.500000 Penalty: 1806.686890
	Iteration 0F: 2 clusters Score -3629154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -3584021.750000 Penalty: 3613.373779
	Iteration 0F: 3 clusters Score -3584022 nChanged 32021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -3602465.750000 Penalty: 3613.373779
	Iteration 1F: 3 clusters Score -3602466 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -3603250.500000 Penalty: 3613.373779
	Iteration 2Q: 3 clusters Score -3603250 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -3604189.250000 Penalty: 3613.373779
	Iteration 3Q: 3 clusters Score -3604189 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -3605469.000000 Penalty: 3613.373779
	Iteration 4Q: 3 clusters Score -3605469 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -3607157.500000 Penalty: 3613.373779
	Iteration 5F: 3 clusters Score -3607158 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -3609516.250000 Penalty: 3613.373779
	Iteration 6F: 3 clusters Score -3609516 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -3612318.250000 Penalty: 3613.373779
	Iteration 7F: 3 clusters Score -3612318 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 49003 members 
Entering Unmasked Estep 
Score: -3615304.750000 Penalty: 3613.373779
	Iteration 8F: 3 clusters Score -3615305 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 51896 members 
Entering Unmasked Estep 
Score: -3618182.000000 Penalty: 3613.373779
	Iteration 9F: 3 clusters Score -3618182 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 54155 members 
Entering Unmasked Estep 
Score: -3620395.500000 Penalty: 3613.373779
	Iteration 10Q: 3 clusters Score -3620396 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 55828 members 
Entering Unmasked Estep 
Score: -3621820.500000 Penalty: 3613.373779
	Iteration 11Q: 3 clusters Score -3621820 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 57205 members 
Entering Unmasked Estep 
Score: -3622757.250000 Penalty: 3613.373779
	Iteration 12Q: 3 clusters Score -3622757 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 58408 members 
Entering Unmasked Estep 
Score: -3623479.250000 Penalty: 3613.373779
	Iteration 13Q: 3 clusters Score -3623479 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 59502 members 
Entering Unmasked Estep 
Score: -3624127.250000 Penalty: 3613.373779
	Iteration 14Q: 3 clusters Score -3624127 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
Score: -3624719.000000 Penalty: 3613.373779
	Iteration 15Q: 3 clusters Score -3624719 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 61370 members 
Entering Unmasked Estep 
Score: -3625235.750000 Penalty: 3613.373779
	Iteration 16Q: 3 clusters Score -3625236 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 62152 members 
Entering Unmasked Estep 
Score: -3625710.000000 Penalty: 3613.373779
	Iteration 17Q: 3 clusters Score -3625710 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 62848 members 
Entering Unmasked Estep 
Score: -3626146.750000 Penalty: 3613.373779
	Iteration 18Q: 3 clusters Score -3626147 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 63454 members 
Entering Unmasked Estep 
Score: -3626569.500000 Penalty: 3613.373779
	Iteration 19Q: 3 clusters Score -3626570 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 63917 members 
Entering Unmasked Estep 
Score: -3626846.500000 Penalty: 3613.373779
	Iteration 20F: 3 clusters Score -3626846 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 64296 members 
Entering Unmasked Estep 
Score: -3627061.750000 Penalty: 3613.373779
	Iteration 21Q: 3 clusters Score -3627062 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 64603 members 
Entering Unmasked Estep 
Score: -3627215.250000 Penalty: 3613.373779
	Iteration 22Q: 3 clusters Score -3627215 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 64855 members 
Entering Unmasked Estep 
Score: -3627346.000000 Penalty: 3613.373779
	Iteration 23Q: 3 clusters Score -3627346 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 65019 members 
Entering Unmasked Estep 
Score: -3627409.250000 Penalty: 3613.373779
	Iteration 24Q: 3 clusters Score -3627409 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 65171 members 
Entering Unmasked Estep 
Score: -3627462.250000 Penalty: 3613.373779
	Iteration 25Q: 3 clusters Score -3627462 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 65294 members 
Entering Unmasked Estep 
Score: -3627515.500000 Penalty: 3613.373779
	Iteration 26Q: 3 clusters Score -3627516 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 65402 members 
Entering Unmasked Estep 
Score: -3627567.750000 Penalty: 3613.373779
	Iteration 27Q: 3 clusters Score -3627568 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 65496 members 
Entering Unmasked Estep 
Score: -3627613.500000 Penalty: 3613.373779
	Iteration 28Q: 3 clusters Score -3627614 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 65593 members 
Entering Unmasked Estep 
Score: -3627622.250000 Penalty: 3613.373779
	Iteration 29Q: 3 clusters Score -3627622 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 65669 members 
Entering Unmasked Estep 
Score: -3627656.250000 Penalty: 3613.373779
	Iteration 30Q: 3 clusters Score -3627656 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 65735 members 
Entering Unmasked Estep 
Score: -3627692.500000 Penalty: 3613.373779
	Iteration 31Q: 3 clusters Score -3627692 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 65809 members 
Entering Unmasked Estep 
Score: -3627727.750000 Penalty: 3613.373779
	Iteration 32Q: 3 clusters Score -3627728 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 65868 members 
Entering Unmasked Estep 
Score: -3627753.000000 Penalty: 3613.373779
	Iteration 33Q: 3 clusters Score -3627753 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 65914 members 
Entering Unmasked Estep 
Score: -3627764.000000 Penalty: 3613.373779
	Iteration 34Q: 3 clusters Score -3627764 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 65955 members 
Entering Unmasked Estep 
Score: -3627784.750000 Penalty: 3613.373779
	Iteration 35Q: 3 clusters Score -3627785 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 65987 members 
Entering Unmasked Estep 
Score: -3627793.500000 Penalty: 3613.373779
	Iteration 36Q: 3 clusters Score -3627794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 66020 members 
Entering Unmasked Estep 
Score: -3627803.750000 Penalty: 3613.373779
	Iteration 37Q: 3 clusters Score -3627804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 66049 members 
Entering Unmasked Estep 
Score: -3627809.750000 Penalty: 3613.373779
	Iteration 38Q: 3 clusters Score -3627810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 66069 members 
Entering Unmasked Estep 
Score: -3627813.000000 Penalty: 3613.373779
	Iteration 39Q: 3 clusters Score -3627813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 66087 members 
Entering Unmasked Estep 
Score: -3627826.750000 Penalty: 3613.373779
	Iteration 40F: 3 clusters Score -3627827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 66104 members 
Entering Unmasked Estep 
Score: -3627834.750000 Penalty: 3613.373779
	Iteration 41Q: 3 clusters Score -3627835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 66113 members 
Entering Unmasked Estep 
Score: -3627844.000000 Penalty: 3613.373779
	Iteration 42Q: 3 clusters Score -3627844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 66122 members 
Entering Unmasked Estep 
Score: -3627841.000000 Penalty: 3613.373779
	Iteration 43Q: 3 clusters Score -3627841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 66129 members 
Entering Unmasked Estep 
Score: -3627846.000000 Penalty: 3613.373779
	Iteration 44Q: 3 clusters Score -3627846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 66133 members 
Entering Unmasked Estep 
Score: -3627844.750000 Penalty: 3613.373779
	Iteration 45Q: 3 clusters Score -3627845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 66138 members 
Entering Unmasked Estep 
Score: -3627848.500000 Penalty: 3613.373779
	Iteration 46Q: 3 clusters Score -3627848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
Score: -3627854.750000 Penalty: 3613.373779
	Iteration 47Q: 3 clusters Score -3627855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 66152 members 
Entering Unmasked Estep 
Score: -3627852.000000 Penalty: 3613.373779
	Iteration 48Q: 3 clusters Score -3627852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 66157 members 
Entering Unmasked Estep 
Score: -3627856.750000 Penalty: 3613.373779
	Iteration 49Q: 3 clusters Score -3627857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 66167 members 
Entering Unmasked Estep 
Score: -3627853.500000 Penalty: 3613.373779
	Iteration 50Q: 3 clusters Score -3627854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 66173 members 
Entering Unmasked Estep 
Score: -3627853.750000 Penalty: 3613.373779
	Iteration 51Q: 3 clusters Score -3627854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 66180 members 
Entering Unmasked Estep 
Score: -3627862.250000 Penalty: 3613.373779
	Iteration 52Q: 3 clusters Score -3627862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -3627870.750000 Penalty: 3613.373779
	Iteration 53Q: 3 clusters Score -3627871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 66207 members 
Entering Unmasked Estep 
Score: -3627880.500000 Penalty: 3613.373779
	Iteration 54Q: 3 clusters Score -3627880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 66224 members 
Entering Unmasked Estep 
Score: -3627891.250000 Penalty: 3613.373779
	Iteration 55Q: 3 clusters Score -3627891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 66236 members 
Entering Unmasked Estep 
Score: -3627897.000000 Penalty: 3613.373779
	Iteration 56Q: 3 clusters Score -3627897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 66246 members 
Entering Unmasked Estep 
Score: -3627906.750000 Penalty: 3613.373779
	Iteration 57Q: 3 clusters Score -3627907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 66258 members 
Entering Unmasked Estep 
Score: -3627909.500000 Penalty: 3613.373779
	Iteration 58Q: 3 clusters Score -3627910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 66265 members 
Entering Unmasked Estep 
Score: -3627913.000000 Penalty: 3613.373779
	Iteration 59Q: 3 clusters Score -3627913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 66266 members 
Entering Unmasked Estep 
Score: -3627910.750000 Penalty: 3613.373779
	Iteration 60F: 3 clusters Score -3627911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 66269 members 
Entering Unmasked Estep 
Score: -3627908.250000 Penalty: 3613.373779
	Iteration 61Q: 3 clusters Score -3627908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 66274 members 
Entering Unmasked Estep 
Score: -3627909.500000 Penalty: 3613.373779
	Iteration 62Q: 3 clusters Score -3627910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 66276 members 
Entering Unmasked Estep 
Score: -3627911.000000 Penalty: 3613.373779
	Iteration 63Q: 3 clusters Score -3627911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 66276 members 
Entering Unmasked Estep 
Score: -3627911.000000 Penalty: 3613.373779
	Iteration 64F: 3 clusters Score -3627911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (92127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92127 members 
Entering Unmasked Estep 
Score: -4892485.500000 Penalty: 1857.525024
	Iteration 0F: 2 clusters Score -4892486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -4830772.500000 Penalty: 3715.050049
	Iteration 0F: 3 clusters Score -4830772 nChanged 44054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 48315 members 
Entering Unmasked Estep 
Score: -4857067.000000 Penalty: 3715.050049
	Iteration 1F: 3 clusters Score -4857067 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 49655 members 
Entering Unmasked Estep 
Score: -4858658.500000 Penalty: 3715.050049
	Iteration 2Q: 3 clusters Score -4858658 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -4860839.500000 Penalty: 3715.050049
	Iteration 3Q: 3 clusters Score -4860840 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -4863575.500000 Penalty: 3715.050049
	Iteration 4F: 3 clusters Score -4863576 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 56715 members 
Entering Unmasked Estep 
Score: -4866933.500000 Penalty: 3715.050049
	Iteration 5F: 3 clusters Score -4866934 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -4870647.500000 Penalty: 3715.050049
	Iteration 6F: 3 clusters Score -4870648 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 62259 members 
Entering Unmasked Estep 
Score: -4874242.500000 Penalty: 3715.050049
	Iteration 7F: 3 clusters Score -4874242 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 64255 members 
Entering Unmasked Estep 
Score: -4877099.000000 Penalty: 3715.050049
	Iteration 8F: 3 clusters Score -4877099 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 65829 members 
Entering Unmasked Estep 
Score: -4878873.000000 Penalty: 3715.050049
	Iteration 9Q: 3 clusters Score -4878873 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 67159 members 
Entering Unmasked Estep 
Score: -4879891.500000 Penalty: 3715.050049
	Iteration 10Q: 3 clusters Score -4879892 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 68411 members 
Entering Unmasked Estep 
Score: -4880475.500000 Penalty: 3715.050049
	Iteration 11Q: 3 clusters Score -4880476 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 69609 members 
Entering Unmasked Estep 
Score: -4880927.000000 Penalty: 3715.050049
	Iteration 12Q: 3 clusters Score -4880927 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 70834 members 
Entering Unmasked Estep 
Score: -4881270.000000 Penalty: 3715.050049
	Iteration 13Q: 3 clusters Score -4881270 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 72073 members 
Entering Unmasked Estep 
Score: -4881695.000000 Penalty: 3715.050049
	Iteration 14Q: 3 clusters Score -4881695 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 73412 members 
Entering Unmasked Estep 
Score: -4882102.500000 Penalty: 3715.050049
	Iteration 15Q: 3 clusters Score -4882102 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 74787 members 
Entering Unmasked Estep 
Score: -4882554.500000 Penalty: 3715.050049
	Iteration 16Q: 3 clusters Score -4882554 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 76265 members 
Entering Unmasked Estep 
Score: -4883133.500000 Penalty: 3715.050049
	Iteration 17Q: 3 clusters Score -4883134 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 77765 members 
Entering Unmasked Estep 
Score: -4883760.000000 Penalty: 3715.050049
	Iteration 18Q: 3 clusters Score -4883760 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 79282 members 
Entering Unmasked Estep 
Score: -4884469.000000 Penalty: 3715.050049
	Iteration 19Q: 3 clusters Score -4884469 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 80784 members 
Entering Unmasked Estep 
Score: -4885193.500000 Penalty: 3715.050049
	Iteration 20F: 3 clusters Score -4885194 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 82239 members 
Entering Unmasked Estep 
Score: -4885980.500000 Penalty: 3715.050049
	Iteration 21Q: 3 clusters Score -4885980 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 83623 members 
Entering Unmasked Estep 
Score: -4886826.000000 Penalty: 3715.050049
	Iteration 22Q: 3 clusters Score -4886826 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 84937 members 
Entering Unmasked Estep 
Score: -4887712.000000 Penalty: 3715.050049
	Iteration 23Q: 3 clusters Score -4887712 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 86144 members 
Entering Unmasked Estep 
Score: -4888567.000000 Penalty: 3715.050049
	Iteration 24Q: 3 clusters Score -4888567 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 87189 members 
Entering Unmasked Estep 
Score: -4889410.000000 Penalty: 3715.050049
	Iteration 25Q: 3 clusters Score -4889410 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 88011 members 
Entering Unmasked Estep 
Score: -4890084.000000 Penalty: 3715.050049
	Iteration 26Q: 3 clusters Score -4890084 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 88603 members 
Entering Unmasked Estep 
Score: -4890558.500000 Penalty: 3715.050049
	Iteration 27Q: 3 clusters Score -4890558 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 89022 members 
Entering Unmasked Estep 
Score: -4890858.000000 Penalty: 3715.050049
	Iteration 28Q: 3 clusters Score -4890858 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 89318 members 
Entering Unmasked Estep 
Score: -4891046.000000 Penalty: 3715.050049
	Iteration 29Q: 3 clusters Score -4891046 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 89500 members 
Entering Unmasked Estep 
Score: -4891166.000000 Penalty: 3715.050049
	Iteration 30Q: 3 clusters Score -4891166 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 89609 members 
Entering Unmasked Estep 
Score: -4891242.000000 Penalty: 3715.050049
	Iteration 31Q: 3 clusters Score -4891242 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 89694 members 
Entering Unmasked Estep 
Score: -4891288.500000 Penalty: 3715.050049
	Iteration 32Q: 3 clusters Score -4891288 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 89748 members 
Entering Unmasked Estep 
Score: -4891325.500000 Penalty: 3715.050049
	Iteration 33Q: 3 clusters Score -4891326 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 89785 members 
Entering Unmasked Estep 
Score: -4891352.000000 Penalty: 3715.050049
	Iteration 34Q: 3 clusters Score -4891352 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 89812 members 
Entering Unmasked Estep 
Score: -4891383.000000 Penalty: 3715.050049
	Iteration 35Q: 3 clusters Score -4891383 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 89841 members 
Entering Unmasked Estep 
Score: -4891396.500000 Penalty: 3715.050049
	Iteration 36Q: 3 clusters Score -4891396 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 89858 members 
Entering Unmasked Estep 
Score: -4891405.000000 Penalty: 3715.050049
	Iteration 37Q: 3 clusters Score -4891405 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 89861 members 
Entering Unmasked Estep 
Score: -4891416.000000 Penalty: 3715.050049
	Iteration 38Q: 3 clusters Score -4891416 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 89873 members 
Entering Unmasked Estep 
Score: -4891418.000000 Penalty: 3715.050049
	Iteration 39Q: 3 clusters Score -4891418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 89894 members 
Entering Unmasked Estep 
Score: -4891430.500000 Penalty: 3715.050049
	Iteration 40F: 3 clusters Score -4891430 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 89899 members 
Entering Unmasked Estep 
Score: -4891440.000000 Penalty: 3715.050049
	Iteration 41Q: 3 clusters Score -4891440 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 89910 members 
Entering Unmasked Estep 
Score: -4891434.000000 Penalty: 3715.050049
	Iteration 42Q: 3 clusters Score -4891434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 89926 members 
Entering Unmasked Estep 
Score: -4891451.000000 Penalty: 3715.050049
	Iteration 43Q: 3 clusters Score -4891451 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 89940 members 
Entering Unmasked Estep 
Score: -4891447.500000 Penalty: 3715.050049
	Iteration 44Q: 3 clusters Score -4891448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 89950 members 
Entering Unmasked Estep 
Score: -4891452.000000 Penalty: 3715.050049
	Iteration 45Q: 3 clusters Score -4891452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 89963 members 
Entering Unmasked Estep 
Score: -4891460.500000 Penalty: 3715.050049
	Iteration 46Q: 3 clusters Score -4891460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 89971 members 
Entering Unmasked Estep 
Score: -4891456.000000 Penalty: 3715.050049
	Iteration 47Q: 3 clusters Score -4891456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 89969 members 
Entering Unmasked Estep 
Score: -4891467.000000 Penalty: 3715.050049
	Iteration 48Q: 3 clusters Score -4891467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 89964 members 
Entering Unmasked Estep 
Score: -4891463.500000 Penalty: 3715.050049
	Iteration 49Q: 3 clusters Score -4891464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 89953 members 
Entering Unmasked Estep 
Score: -4891473.500000 Penalty: 3715.050049
	Iteration 50Q: 3 clusters Score -4891474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 89944 members 
Entering Unmasked Estep 
Score: -4891467.000000 Penalty: 3715.050049
	Iteration 51Q: 3 clusters Score -4891467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 89937 members 
Entering Unmasked Estep 
Score: -4891468.000000 Penalty: 3715.050049
	Iteration 52Q: 3 clusters Score -4891468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 89936 members 
Entering Unmasked Estep 
Score: -4891468.000000 Penalty: 3715.050049
	Iteration 53Q: 3 clusters Score -4891468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 89936 members 
Entering Unmasked Estep 
Score: -4891467.000000 Penalty: 3715.050049
	Iteration 54Q: 3 clusters Score -4891467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 89932 members 
Entering Unmasked Estep 
Score: -4891468.000000 Penalty: 3715.050049
	Iteration 55Q: 3 clusters Score -4891468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 89930 members 
Entering Unmasked Estep 
Score: -4891474.000000 Penalty: 3715.050049
	Iteration 56Q: 3 clusters Score -4891474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 89930 members 
Entering Unmasked Estep 
Score: -4891474.000000 Penalty: 3715.050049
	Iteration 57Q: 3 clusters Score -4891474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 89925 members 
Entering Unmasked Estep 
Score: -4891479.000000 Penalty: 3715.050049
	Iteration 58Q: 3 clusters Score -4891479 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 89926 members 
Entering Unmasked Estep 
Score: -4891490.000000 Penalty: 3715.050049
	Iteration 59Q: 3 clusters Score -4891490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 89915 members 
Entering Unmasked Estep 
Score: -4891488.500000 Penalty: 3715.050049
	Iteration 60F: 3 clusters Score -4891488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 89911 members 
Entering Unmasked Estep 
Score: -4891483.000000 Penalty: 3715.050049
	Iteration 61Q: 3 clusters Score -4891483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 89917 members 
Entering Unmasked Estep 
Score: -4891495.500000 Penalty: 3715.050049
	Iteration 62Q: 3 clusters Score -4891496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 89920 members 
Entering Unmasked Estep 
Score: -4891499.000000 Penalty: 3715.050049
	Iteration 63Q: 3 clusters Score -4891499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 89921 members 
Entering Unmasked Estep 
Score: -4891495.500000 Penalty: 3715.050049
	Iteration 64Q: 3 clusters Score -4891496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 89923 members 
Entering Unmasked Estep 
Score: -4891497.000000 Penalty: 3715.050049
	Iteration 65Q: 3 clusters Score -4891497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 89924 members 
Entering Unmasked Estep 
Score: -4891500.000000 Penalty: 3715.050049
	Iteration 66Q: 3 clusters Score -4891500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 89925 members 
Entering Unmasked Estep 
Score: -4891503.500000 Penalty: 3715.050049
	Iteration 67Q: 3 clusters Score -4891504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 89925 members 
Entering Unmasked Estep 
Score: -4891504.000000 Penalty: 3715.050049
	Iteration 68Q: 3 clusters Score -4891504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 89926 members 
Entering Unmasked Estep 
Score: -4891505.000000 Penalty: 3715.050049
	Iteration 69Q: 3 clusters Score -4891505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 89928 members 
Entering Unmasked Estep 
Score: -4891504.500000 Penalty: 3715.050049
	Iteration 70Q: 3 clusters Score -4891504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 89928 members 
Entering Unmasked Estep 
Score: -4891507.000000 Penalty: 3715.050049
	Iteration 71Q: 3 clusters Score -4891507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 89928 members 
Entering Unmasked Estep 
Score: -4891507.000000 Penalty: 3715.050049
	Iteration 72F: 3 clusters Score -4891507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -200440.921875 Penalty: 1372.983276
	Iteration 0F: 2 clusters Score -200440.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -196735.343750 Penalty: 2745.966553
	Iteration 0F: 3 clusters Score -196735.3 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -198515.937500 Penalty: 2745.966553
	Iteration 1F: 3 clusters Score -198515.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -199778.250000 Penalty: 2745.966553
	Iteration 2F: 3 clusters Score -199778.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -200695.687500 Penalty: 2745.966553
	Iteration 3F: 3 clusters Score -200695.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -201330.156250 Penalty: 2745.966553
	Iteration 4F: 3 clusters Score -201330.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -201793.218750 Penalty: 2745.966553
	Iteration 5F: 3 clusters Score -201793.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -202104.843750 Penalty: 2745.966553
	Iteration 6Q: 3 clusters Score -202104.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -202289.187500 Penalty: 2745.966553
	Iteration 7Q: 3 clusters Score -202289.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -202434.703125 Penalty: 2745.966553
	Iteration 8Q: 3 clusters Score -202434.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -202553.546875 Penalty: 2745.966553
	Iteration 9Q: 3 clusters Score -202553.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -202633.296875 Penalty: 2745.966553
	Iteration 10Q: 3 clusters Score -202633.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -202712.125000 Penalty: 2745.966553
	Iteration 11Q: 3 clusters Score -202712.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -202786.515625 Penalty: 2745.966553
	Iteration 12Q: 3 clusters Score -202786.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -202849.156250 Penalty: 2745.966553
	Iteration 13Q: 3 clusters Score -202849.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -202880.390625 Penalty: 2745.966553
	Iteration 14Q: 3 clusters Score -202880.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -202911.687500 Penalty: 2745.966553
	Iteration 15Q: 3 clusters Score -202911.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -202923.921875 Penalty: 2745.966553
	Iteration 16Q: 3 clusters Score -202923.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -202932.812500 Penalty: 2745.966553
	Iteration 17Q: 3 clusters Score -202932.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -202942.812500 Penalty: 2745.966553
	Iteration 18Q: 3 clusters Score -202942.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -202945.312500 Penalty: 2745.966553
	Iteration 19Q: 3 clusters Score -202945.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -202945.000000 Penalty: 2745.966553
	Iteration 20F: 3 clusters Score -202945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 32538 members 
Mstep: Class 3 contains 2709 members 
Mstep: Class 4 contains 7389 members 
Mstep: Class 5 contains 8632 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 16342 members 
Mstep: Class 8 contains 290856 members 
Mstep: Class 9 contains 1942 members 
Mstep: Class 10 contains 9140 members 
Mstep: Class 11 contains 7481 members 
Mstep: Class 12 contains 997 members 
Mstep: Class 13 contains 67378 members 
Mstep: Class 14 contains 2584 members 
Mstep: Class 15 contains 92127 members 
Mstep: Class 16 contains 1421 members 
Mstep: Class 17 contains 31953 members 
Mstep: Class 18 contains 2118 members 
Mstep: Class 19 contains 8907 members 
Mstep: Class 20 contains 20133 members 
Mstep: Class 21 contains 77813 members 
Mstep: Class 22 contains 13447 members 
Mstep: Class 23 contains 3250 members 
Entering Unmasked Estep 
Score: -35891344.000000 Penalty: 50359.671875
Splitting cluster 16 changes total score from -35883712.000000 to -35891344.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 19 (8907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Entering Unmasked Estep 
Score: -405879.937500 Penalty: 1477.871338
	Iteration 0F: 2 clusters Score -405879.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -399411.500000 Penalty: 2955.742676
	Iteration 0F: 3 clusters Score -399411.5 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -401465.000000 Penalty: 2955.742676
	Iteration 1F: 3 clusters Score -401465 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -401731.593750 Penalty: 2955.742676
	Iteration 2F: 3 clusters Score -401731.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -401965.937500 Penalty: 2955.742676
	Iteration 3F: 3 clusters Score -401965.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -402158.562500 Penalty: 2955.742676
	Iteration 4Q: 3 clusters Score -402158.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -402326.093750 Penalty: 2955.742676
	Iteration 5Q: 3 clusters Score -402326.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -402480.968750 Penalty: 2955.742676
	Iteration 6Q: 3 clusters Score -402481 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -402635.875000 Penalty: 2955.742676
	Iteration 7Q: 3 clusters Score -402635.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -402802.500000 Penalty: 2955.742676
	Iteration 8Q: 3 clusters Score -402802.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -403001.656250 Penalty: 2955.742676
	Iteration 9Q: 3 clusters Score -403001.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -403237.281250 Penalty: 2955.742676
	Iteration 10Q: 3 clusters Score -403237.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -403478.812500 Penalty: 2955.742676
	Iteration 11Q: 3 clusters Score -403478.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -403699.968750 Penalty: 2955.742676
	Iteration 12Q: 3 clusters Score -403700 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -403914.375000 Penalty: 2955.742676
	Iteration 13Q: 3 clusters Score -403914.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -404091.812500 Penalty: 2955.742676
	Iteration 14Q: 3 clusters Score -404091.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -404274.843750 Penalty: 2955.742676
	Iteration 15Q: 3 clusters Score -404274.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -404421.593750 Penalty: 2955.742676
	Iteration 16Q: 3 clusters Score -404421.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -404513.093750 Penalty: 2955.742676
	Iteration 17Q: 3 clusters Score -404513.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -404583.968750 Penalty: 2955.742676
	Iteration 18Q: 3 clusters Score -404584 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -404642.843750 Penalty: 2955.742676
	Iteration 19Q: 3 clusters Score -404642.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -404694.906250 Penalty: 2955.742676
	Iteration 20F: 3 clusters Score -404694.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -404756.093750 Penalty: 2955.742676
	Iteration 21Q: 3 clusters Score -404756.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -404813.875000 Penalty: 2955.742676
	Iteration 22Q: 3 clusters Score -404813.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -404859.531250 Penalty: 2955.742676
	Iteration 23Q: 3 clusters Score -404859.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -404892.125000 Penalty: 2955.742676
	Iteration 24Q: 3 clusters Score -404892.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -404920.781250 Penalty: 2955.742676
	Iteration 25Q: 3 clusters Score -404920.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -404946.937500 Penalty: 2955.742676
	Iteration 26Q: 3 clusters Score -404946.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -404967.937500 Penalty: 2955.742676
	Iteration 27Q: 3 clusters Score -404967.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -404991.187500 Penalty: 2955.742676
	Iteration 28Q: 3 clusters Score -404991.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -405012.281250 Penalty: 2955.742676
	Iteration 29Q: 3 clusters Score -405012.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -405038.843750 Penalty: 2955.742676
	Iteration 30Q: 3 clusters Score -405038.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -405050.687500 Penalty: 2955.742676
	Iteration 31Q: 3 clusters Score -405050.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -405064.343750 Penalty: 2955.742676
	Iteration 32Q: 3 clusters Score -405064.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -405075.031250 Penalty: 2955.742676
	Iteration 33Q: 3 clusters Score -405075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -405080.593750 Penalty: 2955.742676
	Iteration 34Q: 3 clusters Score -405080.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -405085.062500 Penalty: 2955.742676
	Iteration 35Q: 3 clusters Score -405085.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -405086.750000 Penalty: 2955.742676
	Iteration 36Q: 3 clusters Score -405086.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -405087.812500 Penalty: 2955.742676
	Iteration 37Q: 3 clusters Score -405087.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -405089.468750 Penalty: 2955.742676
	Iteration 38Q: 3 clusters Score -405089.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -405090.718750 Penalty: 2955.742676
	Iteration 39Q: 3 clusters Score -405090.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -405090.656250 Penalty: 2955.742676
	Iteration 40F: 3 clusters Score -405090.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -405091.593750 Penalty: 2955.742676
	Iteration 41Q: 3 clusters Score -405091.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -405094.000000 Penalty: 2955.742676
	Iteration 42Q: 3 clusters Score -405094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -405095.625000 Penalty: 2955.742676
	Iteration 43Q: 3 clusters Score -405095.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -405095.812500 Penalty: 2955.742676
	Iteration 44Q: 3 clusters Score -405095.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -405096.937500 Penalty: 2955.742676
	Iteration 45Q: 3 clusters Score -405096.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -405097.656250 Penalty: 2955.742676
	Iteration 46Q: 3 clusters Score -405097.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -405097.812500 Penalty: 2955.742676
	Iteration 47Q: 3 clusters Score -405097.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -405098.218750 Penalty: 2955.742676
	Iteration 48Q: 3 clusters Score -405098.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -405100.562500 Penalty: 2955.742676
	Iteration 49Q: 3 clusters Score -405100.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -405102.312500 Penalty: 2955.742676
	Iteration 50Q: 3 clusters Score -405102.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -405102.593750 Penalty: 2955.742676
	Iteration 51Q: 3 clusters Score -405102.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -405103.406250 Penalty: 2955.742676
	Iteration 52Q: 3 clusters Score -405103.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -405103.406250 Penalty: 2955.742676
	Iteration 53F: 3 clusters Score -405103.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Entering Unmasked Estep 
Score: -1043461.687500 Penalty: 1610.393677
	Iteration 0F: 2 clusters Score -1043462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1029660.562500 Penalty: 3220.787354
	Iteration 0F: 3 clusters Score -1029661 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1035407.875000 Penalty: 3220.787354
	Iteration 1F: 3 clusters Score -1035408 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1036442.812500 Penalty: 3220.787354
	Iteration 2F: 3 clusters Score -1036443 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1037582.500000 Penalty: 3220.787354
	Iteration 3F: 3 clusters Score -1037582 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1038713.562500 Penalty: 3220.787354
	Iteration 4F: 3 clusters Score -1038714 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1039688.500000 Penalty: 3220.787354
	Iteration 5F: 3 clusters Score -1039688 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1040423.062500 Penalty: 3220.787354
	Iteration 6F: 3 clusters Score -1040423 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1040987.000000 Penalty: 3220.787354
	Iteration 7Q: 3 clusters Score -1040987 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1041479.437500 Penalty: 3220.787354
	Iteration 8Q: 3 clusters Score -1041479 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1041901.812500 Penalty: 3220.787354
	Iteration 9Q: 3 clusters Score -1041902 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1042313.375000 Penalty: 3220.787354
	Iteration 10Q: 3 clusters Score -1042313 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1042633.375000 Penalty: 3220.787354
	Iteration 11Q: 3 clusters Score -1042633 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1042895.187500 Penalty: 3220.787354
	Iteration 12Q: 3 clusters Score -1042895 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1043145.187500 Penalty: 3220.787354
	Iteration 13Q: 3 clusters Score -1043145 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1043311.375000 Penalty: 3220.787354
	Iteration 14Q: 3 clusters Score -1043311 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1043417.625000 Penalty: 3220.787354
	Iteration 15Q: 3 clusters Score -1043418 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1043489.812500 Penalty: 3220.787354
	Iteration 16Q: 3 clusters Score -1043490 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1043551.812500 Penalty: 3220.787354
	Iteration 17Q: 3 clusters Score -1043552 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1043598.375000 Penalty: 3220.787354
	Iteration 18Q: 3 clusters Score -1043598 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1043631.187500 Penalty: 3220.787354
	Iteration 19Q: 3 clusters Score -1043631 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1043652.375000 Penalty: 3220.787354
	Iteration 20F: 3 clusters Score -1043652 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1043671.187500 Penalty: 3220.787354
	Iteration 21Q: 3 clusters Score -1043671 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1043685.500000 Penalty: 3220.787354
	Iteration 22Q: 3 clusters Score -1043686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1043693.625000 Penalty: 3220.787354
	Iteration 23Q: 3 clusters Score -1043694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1043700.875000 Penalty: 3220.787354
	Iteration 24Q: 3 clusters Score -1043701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1043703.312500 Penalty: 3220.787354
	Iteration 25Q: 3 clusters Score -1043703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1043710.375000 Penalty: 3220.787354
	Iteration 26Q: 3 clusters Score -1043710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1043718.000000 Penalty: 3220.787354
	Iteration 27Q: 3 clusters Score -1043718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1043717.500000 Penalty: 3220.787354
	Iteration 28Q: 3 clusters Score -1043718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1043721.187500 Penalty: 3220.787354
	Iteration 29Q: 3 clusters Score -1043721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1043725.875000 Penalty: 3220.787354
	Iteration 30Q: 3 clusters Score -1043726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1043724.875000 Penalty: 3220.787354
	Iteration 31Q: 3 clusters Score -1043725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1043726.375000 Penalty: 3220.787354
	Iteration 32Q: 3 clusters Score -1043726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1043728.500000 Penalty: 3220.787354
	Iteration 33Q: 3 clusters Score -1043728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1043728.812500 Penalty: 3220.787354
	Iteration 34Q: 3 clusters Score -1043729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1043730.437500 Penalty: 3220.787354
	Iteration 35Q: 3 clusters Score -1043730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1043733.875000 Penalty: 3220.787354
	Iteration 36Q: 3 clusters Score -1043734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1043733.750000 Penalty: 3220.787354
	Iteration 37Q: 3 clusters Score -1043734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1043732.375000 Penalty: 3220.787354
	Iteration 38Q: 3 clusters Score -1043732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1043732.375000 Penalty: 3220.787354
	Iteration 39F: 3 clusters Score -1043732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 32538 members 
Mstep: Class 3 contains 2709 members 
Mstep: Class 4 contains 7389 members 
Mstep: Class 5 contains 8632 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 16342 members 
Mstep: Class 8 contains 290856 members 
Mstep: Class 9 contains 1942 members 
Mstep: Class 10 contains 9140 members 
Mstep: Class 11 contains 7481 members 
Mstep: Class 12 contains 997 members 
Mstep: Class 13 contains 67378 members 
Mstep: Class 14 contains 2584 members 
Mstep: Class 15 contains 92127 members 
Mstep: Class 16 contains 1421 members 
Mstep: Class 17 contains 31953 members 
Mstep: Class 18 contains 2118 members 
Mstep: Class 19 contains 8907 members 
Mstep: Class 20 contains 17642 members 
Mstep: Class 21 contains 77813 members 
Mstep: Class 22 contains 13447 members 
Mstep: Class 23 contains 3250 members 
Mstep: Class 24 contains 2491 members 
Entering Unmasked Estep 
Score: -35891108.000000 Penalty: 52549.226562
Splitting cluster 20 changes total score from -35883712.000000 to -35891108.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 21 (77813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77813 members 
Entering Unmasked Estep 
Score: -4115168.500000 Penalty: 1830.085449
	Iteration 0F: 2 clusters Score -4115168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -4063298.750000 Penalty: 3660.170898
	Iteration 0F: 3 clusters Score -4063299 nChanged 36879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -4084353.750000 Penalty: 3660.170898
	Iteration 1F: 3 clusters Score -4084354 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -4084988.000000 Penalty: 3660.170898
	Iteration 2Q: 3 clusters Score -4084988 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -4085750.750000 Penalty: 3660.170898
	Iteration 3Q: 3 clusters Score -4085751 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -4086835.500000 Penalty: 3660.170898
	Iteration 4Q: 3 clusters Score -4086836 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -4088078.250000 Penalty: 3660.170898
	Iteration 5Q: 3 clusters Score -4088078 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -4089594.750000 Penalty: 3660.170898
	Iteration 6Q: 3 clusters Score -4089595 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -4091431.500000 Penalty: 3660.170898
	Iteration 7Q: 3 clusters Score -4091432 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54442 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -4094077.250000 Penalty: 3660.170898
	Iteration 8F: 3 clusters Score -4094077 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59539 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -4097806.000000 Penalty: 3660.170898
	Iteration 9F: 3 clusters Score -4097806 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -4102456.500000 Penalty: 3660.170898
	Iteration 10F: 3 clusters Score -4102456 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70412 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -4107058.500000 Penalty: 3660.170898
	Iteration 11F: 3 clusters Score -4107058 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74211 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -4110525.750000 Penalty: 3660.170898
	Iteration 12Q: 3 clusters Score -4110526 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76239 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4112289.750000 Penalty: 3660.170898
	Iteration 13Q: 3 clusters Score -4112290 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77060 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4113019.750000 Penalty: 3660.170898
	Iteration 14Q: 3 clusters Score -4113020 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77362 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4113285.500000 Penalty: 3660.170898
	Iteration 15Q: 3 clusters Score -4113286 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77484 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4113406.250000 Penalty: 3660.170898
	Iteration 16Q: 3 clusters Score -4113406 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77527 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4113476.500000 Penalty: 3660.170898
	Iteration 17Q: 3 clusters Score -4113476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77554 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4113523.000000 Penalty: 3660.170898
	Iteration 18Q: 3 clusters Score -4113523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77570 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4113555.750000 Penalty: 3660.170898
	Iteration 19Q: 3 clusters Score -4113556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77580 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4113571.000000 Penalty: 3660.170898
	Iteration 20F: 3 clusters Score -4113571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77585 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4113588.500000 Penalty: 3660.170898
	Iteration 21Q: 3 clusters Score -4113588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77586 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4113597.000000 Penalty: 3660.170898
	Iteration 22Q: 3 clusters Score -4113597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77586 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4113598.500000 Penalty: 3660.170898
	Iteration 23Q: 3 clusters Score -4113598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77584 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4113597.500000 Penalty: 3660.170898
	Iteration 24Q: 3 clusters Score -4113598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77585 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4113600.500000 Penalty: 3660.170898
	Iteration 25Q: 3 clusters Score -4113600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77585 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4113600.500000 Penalty: 3660.170898
	Iteration 26F: 3 clusters Score -4113600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Entering Unmasked Estep 
Score: -693826.062500 Penalty: 1544.808105
	Iteration 0F: 2 clusters Score -693826.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -684422.875000 Penalty: 3089.616211
	Iteration 0F: 3 clusters Score -684422.9 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -687612.125000 Penalty: 3089.616211
	Iteration 1F: 3 clusters Score -687612.1 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -687920.562500 Penalty: 3089.616211
	Iteration 2F: 3 clusters Score -687920.6 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -688208.125000 Penalty: 3089.616211
	Iteration 3F: 3 clusters Score -688208.1 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -688546.125000 Penalty: 3089.616211
	Iteration 4F: 3 clusters Score -688546.1 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -689049.750000 Penalty: 3089.616211
	Iteration 5F: 3 clusters Score -689049.8 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -689690.812500 Penalty: 3089.616211
	Iteration 6F: 3 clusters Score -689690.8 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -690327.250000 Penalty: 3089.616211
	Iteration 7F: 3 clusters Score -690327.2 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -690879.000000 Penalty: 3089.616211
	Iteration 8F: 3 clusters Score -690879 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -691355.875000 Penalty: 3089.616211
	Iteration 9Q: 3 clusters Score -691355.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -691874.250000 Penalty: 3089.616211
	Iteration 10Q: 3 clusters Score -691874.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -692315.437500 Penalty: 3089.616211
	Iteration 11Q: 3 clusters Score -692315.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -692654.250000 Penalty: 3089.616211
	Iteration 12Q: 3 clusters Score -692654.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -692847.625000 Penalty: 3089.616211
	Iteration 13Q: 3 clusters Score -692847.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -692918.500000 Penalty: 3089.616211
	Iteration 14Q: 3 clusters Score -692918.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -692948.750000 Penalty: 3089.616211
	Iteration 15Q: 3 clusters Score -692948.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -692970.375000 Penalty: 3089.616211
	Iteration 16Q: 3 clusters Score -692970.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -692987.500000 Penalty: 3089.616211
	Iteration 17Q: 3 clusters Score -692987.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -692995.750000 Penalty: 3089.616211
	Iteration 18Q: 3 clusters Score -692995.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -693001.500000 Penalty: 3089.616211
	Iteration 19Q: 3 clusters Score -693001.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -693007.562500 Penalty: 3089.616211
	Iteration 20F: 3 clusters Score -693007.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -693017.437500 Penalty: 3089.616211
	Iteration 21Q: 3 clusters Score -693017.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -693020.562500 Penalty: 3089.616211
	Iteration 22Q: 3 clusters Score -693020.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -693025.312500 Penalty: 3089.616211
	Iteration 23Q: 3 clusters Score -693025.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -693029.812500 Penalty: 3089.616211
	Iteration 24Q: 3 clusters Score -693029.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -693034.812500 Penalty: 3089.616211
	Iteration 25Q: 3 clusters Score -693034.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -693036.750000 Penalty: 3089.616211
	Iteration 26Q: 3 clusters Score -693036.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -693038.812500 Penalty: 3089.616211
	Iteration 27Q: 3 clusters Score -693038.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -693039.062500 Penalty: 3089.616211
	Iteration 28Q: 3 clusters Score -693039.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -693041.312500 Penalty: 3089.616211
	Iteration 29Q: 3 clusters Score -693041.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -693042.750000 Penalty: 3089.616211
	Iteration 30Q: 3 clusters Score -693042.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -693044.875000 Penalty: 3089.616211
	Iteration 31Q: 3 clusters Score -693044.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -693046.312500 Penalty: 3089.616211
	Iteration 32Q: 3 clusters Score -693046.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -693046.062500 Penalty: 3089.616211
	Iteration 33Q: 3 clusters Score -693046.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -693046.625000 Penalty: 3089.616211
	Iteration 34Q: 3 clusters Score -693046.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -693047.187500 Penalty: 3089.616211
	Iteration 35Q: 3 clusters Score -693047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -693047.750000 Penalty: 3089.616211
	Iteration 36Q: 3 clusters Score -693047.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -693047.750000 Penalty: 3089.616211
	Iteration 37F: 3 clusters Score -693047.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 32538 members 
Mstep: Class 4 contains 7389 members 
Mstep: Class 5 contains 8632 members 
Mstep: Class 6 contains 8103 members 
Mstep: Class 7 contains 16342 members 
Mstep: Class 9 contains 1942 members 
Mstep: Class 10 contains 9140 members 
Mstep: Class 11 contains 7481 members 
Mstep: Class 12 contains 997 members 
Mstep: Class 13 contains 67378 members 
Mstep: Class 15 contains 92127 members 
Mstep: Class 16 contains 1421 members 
Mstep: Class 19 contains 8907 members 
Mstep: Class 20 contains 17642 members 
Mstep: Class 21 contains 77813 members 
Mstep: Class 22 contains 13447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35896004.000000 Penalty: 52549.226562
Iteration 39Q: 25 clusters Score -3.5896e+07 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 32602 members 
Mstep: Class 3 contains 2553 members 
Mstep: Class 4 contains 8168 members 
Mstep: Class 5 contains 8617 members 
Mstep: Class 6 contains 8398 members 
Mstep: Class 7 contains 16658 members 
Mstep: Class 8 contains 288588 members 
Mstep: Class 9 contains 1982 members 
Mstep: Class 10 contains 9296 members 
Mstep: Class 11 contains 8029 members 
Mstep: Class 12 contains 1207 members 
Mstep: Class 13 contains 67712 members 
Mstep: Class 14 contains 2506 members 
Mstep: Class 15 contains 92334 members 
Mstep: Class 16 contains 1386 members 
Mstep: Class 17 contains 31617 members 
Mstep: Class 18 contains 1989 members 
Mstep: Class 19 contains 9014 members 
Mstep: Class 20 contains 17908 members 
Mstep: Class 21 contains 77881 members 
Mstep: Class 22 contains 13431 members 
Mstep: Class 23 contains 2882 members 
Mstep: Class 24 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35899532.000000 Penalty: 52549.226562
Iteration 40F: 25 clusters Score -3.589953e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 32606 members 
Mstep: Class 3 contains 2554 members 
Mstep: Class 4 contains 8594 members 
Mstep: Class 5 contains 8558 members 
Mstep: Class 6 contains 8518 members 
Mstep: Class 7 contains 16871 members 
Mstep: Class 8 contains 287556 members 
Mstep: Class 9 contains 1963 members 
Mstep: Class 10 contains 9233 members 
Mstep: Class 11 contains 8121 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 67751 members 
Mstep: Class 14 contains 2542 members 
Mstep: Class 15 contains 92275 members 
Mstep: Class 16 contains 1351 members 
Mstep: Class 17 contains 31462 members 
Mstep: Class 18 contains 2107 members 
Mstep: Class 19 contains 9006 members 
Mstep: Class 20 contains 18019 members 
Mstep: Class 21 contains 77918 members 
Mstep: Class 22 contains 13409 members 
Mstep: Class 23 contains 2873 members 
Mstep: Class 24 contains 2732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35901024.000000 Penalty: 52549.226562
Iteration 41Q: 25 clusters Score -3.590102e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 32633 members 
Mstep: Class 3 contains 2499 members 
Mstep: Class 4 contains 8975 members 
Mstep: Class 5 contains 8512 members 
Mstep: Class 6 contains 8683 members 
Mstep: Class 7 contains 17082 members 
Mstep: Class 8 contains 286684 members 
Mstep: Class 9 contains 1943 members 
Mstep: Class 10 contains 9223 members 
Mstep: Class 11 contains 8233 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 67822 members 
Mstep: Class 14 contains 2567 members 
Mstep: Class 15 contains 92188 members 
Mstep: Class 16 contains 1342 members 
Mstep: Class 17 contains 31289 members 
Mstep: Class 18 contains 2161 members 
Mstep: Class 19 contains 9037 members 
Mstep: Class 20 contains 18111 members 
Mstep: Class 21 contains 77905 members 
Mstep: Class 22 contains 13409 members 
Mstep: Class 23 contains 2827 members 
Mstep: Class 24 contains 2879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35901672.000000 Penalty: 52549.226562
Iteration 42Q: 25 clusters Score -3.590167e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 32666 members 
Mstep: Class 3 contains 2442 members 
Mstep: Class 4 contains 9310 members 
Mstep: Class 5 contains 8484 members 
Mstep: Class 6 contains 8858 members 
Mstep: Class 7 contains 17307 members 
Mstep: Class 8 contains 285809 members 
Mstep: Class 9 contains 1936 members 
Mstep: Class 10 contains 9211 members 
Mstep: Class 11 contains 8316 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 67878 members 
Mstep: Class 14 contains 2592 members 
Mstep: Class 15 contains 92183 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 17 contains 31154 members 
Mstep: Class 18 contains 2189 members 
Mstep: Class 19 contains 9073 members 
Mstep: Class 20 contains 18123 members 
Mstep: Class 21 contains 77886 members 
Mstep: Class 22 contains 13417 members 
Mstep: Class 23 contains 2795 members 
Mstep: Class 24 contains 3017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35902384.000000 Penalty: 52549.226562
Iteration 43Q: 25 clusters Score -3.590238e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 32694 members 
Mstep: Class 3 contains 2412 members 
Mstep: Class 4 contains 9613 members 
Mstep: Class 5 contains 8457 members 
Mstep: Class 6 contains 9049 members 
Mstep: Class 7 contains 17517 members 
Mstep: Class 8 contains 284966 members 
Mstep: Class 9 contains 1946 members 
Mstep: Class 10 contains 9204 members 
Mstep: Class 11 contains 8368 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 13 contains 67960 members 
Mstep: Class 14 contains 2607 members 
Mstep: Class 15 contains 92147 members 
Mstep: Class 16 contains 1351 members 
Mstep: Class 17 contains 31039 members 
Mstep: Class 18 contains 2209 members 
Mstep: Class 19 contains 9093 members 
Mstep: Class 20 contains 18158 members 
Mstep: Class 21 contains 77858 members 
Mstep: Class 22 contains 13429 members 
Mstep: Class 23 contains 2756 members 
Mstep: Class 24 contains 3144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35902748.000000 Penalty: 52549.226562
Iteration 44Q: 25 clusters Score -3.590275e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 32719 members 
Mstep: Class 3 contains 2382 members 
Mstep: Class 4 contains 9931 members 
Mstep: Class 5 contains 8440 members 
Mstep: Class 6 contains 9178 members 
Mstep: Class 7 contains 17749 members 
Mstep: Class 8 contains 284189 members 
Mstep: Class 9 contains 1950 members 
Mstep: Class 10 contains 9211 members 
Mstep: Class 11 contains 8425 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 68035 members 
Mstep: Class 14 contains 2614 members 
Mstep: Class 15 contains 92118 members 
Mstep: Class 16 contains 1358 members 
Mstep: Class 17 contains 30946 members 
Mstep: Class 18 contains 2221 members 
Mstep: Class 19 contains 9135 members 
Mstep: Class 20 contains 18136 members 
Mstep: Class 21 contains 77824 members 
Mstep: Class 22 contains 13437 members 
Mstep: Class 23 contains 2735 members 
Mstep: Class 24 contains 3237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35902936.000000 Penalty: 52549.226562
Iteration 45Q: 25 clusters Score -3.590294e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 32747 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 10253 members 
Mstep: Class 5 contains 8429 members 
Mstep: Class 6 contains 9292 members 
Mstep: Class 7 contains 18002 members 
Mstep: Class 8 contains 283427 members 
Mstep: Class 9 contains 1954 members 
Mstep: Class 10 contains 9222 members 
Mstep: Class 11 contains 8452 members 
Mstep: Class 12 contains 1324 members 
Mstep: Class 13 contains 68114 members 
Mstep: Class 14 contains 2622 members 
Mstep: Class 15 contains 92075 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 30865 members 
Mstep: Class 18 contains 2226 members 
Mstep: Class 19 contains 9173 members 
Mstep: Class 20 contains 18112 members 
Mstep: Class 21 contains 77786 members 
Mstep: Class 22 contains 13447 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 3336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35903048.000000 Penalty: 52549.226562
Iteration 46Q: 25 clusters Score -3.590305e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 32772 members 
Mstep: Class 3 contains 2311 members 
Mstep: Class 4 contains 10590 members 
Mstep: Class 5 contains 8411 members 
Mstep: Class 6 contains 9370 members 
Mstep: Class 7 contains 18267 members 
Mstep: Class 8 contains 282641 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 9221 members 
Mstep: Class 11 contains 8471 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 68204 members 
Mstep: Class 14 contains 2625 members 
Mstep: Class 15 contains 92054 members 
Mstep: Class 16 contains 1367 members 
Mstep: Class 17 contains 30804 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 9216 members 
Mstep: Class 20 contains 18081 members 
Mstep: Class 21 contains 77749 members 
Mstep: Class 22 contains 13452 members 
Mstep: Class 23 contains 2721 members 
Mstep: Class 24 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35903300.000000 Penalty: 52549.226562
Iteration 47Q: 25 clusters Score -3.59033e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 32787 members 
Mstep: Class 3 contains 2278 members 
Mstep: Class 4 contains 10900 members 
Mstep: Class 5 contains 8401 members 
Mstep: Class 6 contains 9463 members 
Mstep: Class 7 contains 18542 members 
Mstep: Class 8 contains 281882 members 
Mstep: Class 9 contains 1949 members 
Mstep: Class 10 contains 9223 members 
Mstep: Class 11 contains 8483 members 
Mstep: Class 12 contains 1344 members 
Mstep: Class 13 contains 68330 members 
Mstep: Class 14 contains 2637 members 
Mstep: Class 15 contains 92008 members 
Mstep: Class 16 contains 1367 members 
Mstep: Class 17 contains 30742 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 9239 members 
Mstep: Class 20 contains 18032 members 
Mstep: Class 21 contains 77725 members 
Mstep: Class 22 contains 13455 members 
Mstep: Class 23 contains 2722 members 
Mstep: Class 24 contains 3544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35903376.000000 Penalty: 52549.226562
Iteration 48Q: 25 clusters Score -3.590338e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 32798 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 11202 members 
Mstep: Class 5 contains 8395 members 
Mstep: Class 6 contains 9548 members 
Mstep: Class 7 contains 18814 members 
Mstep: Class 8 contains 281138 members 
Mstep: Class 9 contains 1957 members 
Mstep: Class 10 contains 9230 members 
Mstep: Class 11 contains 8500 members 
Mstep: Class 12 contains 1351 members 
Mstep: Class 13 contains 68449 members 
Mstep: Class 14 contains 2635 members 
Mstep: Class 15 contains 91986 members 
Mstep: Class 16 contains 1370 members 
Mstep: Class 17 contains 30688 members 
Mstep: Class 18 contains 2247 members 
Mstep: Class 19 contains 9265 members 
Mstep: Class 20 contains 17962 members 
Mstep: Class 21 contains 77692 members 
Mstep: Class 22 contains 13455 members 
Mstep: Class 23 contains 2719 members 
Mstep: Class 24 contains 3633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35903432.000000 Penalty: 52549.226562
Iteration 49Q: 25 clusters Score -3.590343e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 32826 members 
Mstep: Class 3 contains 2223 members 
Mstep: Class 4 contains 11507 members 
Mstep: Class 5 contains 8386 members 
Mstep: Class 6 contains 9626 members 
Mstep: Class 7 contains 19089 members 
Mstep: Class 8 contains 280415 members 
Mstep: Class 9 contains 1966 members 
Mstep: Class 10 contains 9233 members 
Mstep: Class 11 contains 8516 members 
Mstep: Class 12 contains 1360 members 
Mstep: Class 13 contains 68522 members 
Mstep: Class 14 contains 2638 members 
Mstep: Class 15 contains 91966 members 
Mstep: Class 16 contains 1375 members 
Mstep: Class 17 contains 30632 members 
Mstep: Class 18 contains 2249 members 
Mstep: Class 19 contains 9286 members 
Mstep: Class 20 contains 17937 members 
Mstep: Class 21 contains 77661 members 
Mstep: Class 22 contains 13456 members 
Mstep: Class 23 contains 2711 members 
Mstep: Class 24 contains 3712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35903608.000000 Penalty: 52549.226562
Iteration 50Q: 25 clusters Score -3.590361e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 32836 members 
Mstep: Class 3 contains 2203 members 
Mstep: Class 4 contains 11793 members 
Mstep: Class 5 contains 8378 members 
Mstep: Class 6 contains 9687 members 
Mstep: Class 7 contains 19360 members 
Mstep: Class 8 contains 279750 members 
Mstep: Class 9 contains 1967 members 
Mstep: Class 10 contains 9234 members 
Mstep: Class 11 contains 8533 members 
Mstep: Class 12 contains 1367 members 
Mstep: Class 13 contains 68587 members 
Mstep: Class 14 contains 2638 members 
Mstep: Class 15 contains 91912 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 30590 members 
Mstep: Class 18 contains 2253 members 
Mstep: Class 19 contains 9301 members 
Mstep: Class 20 contains 17905 members 
Mstep: Class 21 contains 77648 members 
Mstep: Class 22 contains 13469 members 
Mstep: Class 23 contains 2701 members 
Mstep: Class 24 contains 3802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35903864.000000 Penalty: 52549.226562
Iteration 51Q: 25 clusters Score -3.590386e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 32848 members 
Mstep: Class 3 contains 2195 members 
Mstep: Class 4 contains 12072 members 
Mstep: Class 5 contains 8377 members 
Mstep: Class 6 contains 9735 members 
Mstep: Class 7 contains 19622 members 
Mstep: Class 8 contains 279111 members 
Mstep: Class 9 contains 1971 members 
Mstep: Class 10 contains 9244 members 
Mstep: Class 11 contains 8558 members 
Mstep: Class 12 contains 1370 members 
Mstep: Class 13 contains 68637 members 
Mstep: Class 14 contains 2635 members 
Mstep: Class 15 contains 91882 members 
Mstep: Class 16 contains 1386 members 
Mstep: Class 17 contains 30547 members 
Mstep: Class 18 contains 2254 members 
Mstep: Class 19 contains 9301 members 
Mstep: Class 20 contains 17857 members 
Mstep: Class 21 contains 77639 members 
Mstep: Class 22 contains 13475 members 
Mstep: Class 23 contains 2695 members 
Mstep: Class 24 contains 3886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35904020.000000 Penalty: 52549.226562
Iteration 52Q: 25 clusters Score -3.590402e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 32861 members 
Mstep: Class 3 contains 2174 members 
Mstep: Class 4 contains 12348 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 9789 members 
Mstep: Class 7 contains 19858 members 
Mstep: Class 8 contains 278492 members 
Mstep: Class 9 contains 1979 members 
Mstep: Class 10 contains 9246 members 
Mstep: Class 11 contains 8590 members 
Mstep: Class 12 contains 1372 members 
Mstep: Class 13 contains 68685 members 
Mstep: Class 14 contains 2636 members 
Mstep: Class 15 contains 91866 members 
Mstep: Class 16 contains 1387 members 
Mstep: Class 17 contains 30501 members 
Mstep: Class 18 contains 2256 members 
Mstep: Class 19 contains 9312 members 
Mstep: Class 20 contains 17813 members 
Mstep: Class 21 contains 77627 members 
Mstep: Class 22 contains 13482 members 
Mstep: Class 23 contains 2689 members 
Mstep: Class 24 contains 3961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35904132.000000 Penalty: 52549.226562
Iteration 53Q: 25 clusters Score -3.590413e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 32872 members 
Mstep: Class 3 contains 2172 members 
Mstep: Class 4 contains 12600 members 
Mstep: Class 5 contains 8369 members 
Mstep: Class 6 contains 9810 members 
Mstep: Class 7 contains 20077 members 
Mstep: Class 8 contains 277906 members 
Mstep: Class 9 contains 1982 members 
Mstep: Class 10 contains 9249 members 
Mstep: Class 11 contains 8604 members 
Mstep: Class 12 contains 1374 members 
Mstep: Class 13 contains 68746 members 
Mstep: Class 14 contains 2638 members 
Mstep: Class 15 contains 91860 members 
Mstep: Class 16 contains 1389 members 
Mstep: Class 17 contains 30456 members 
Mstep: Class 18 contains 2260 members 
Mstep: Class 19 contains 9323 members 
Mstep: Class 20 contains 17788 members 
Mstep: Class 21 contains 77617 members 
Mstep: Class 22 contains 13487 members 
Mstep: Class 23 contains 2687 members 
Mstep: Class 24 contains 4033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35904176.000000 Penalty: 52549.226562
Iteration 54Q: 25 clusters Score -3.590418e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 32876 members 
Mstep: Class 3 contains 2164 members 
Mstep: Class 4 contains 12859 members 
Mstep: Class 5 contains 8368 members 
Mstep: Class 6 contains 9839 members 
Mstep: Class 7 contains 20283 members 
Mstep: Class 8 contains 277292 members 
Mstep: Class 9 contains 1989 members 
Mstep: Class 10 contains 9256 members 
Mstep: Class 11 contains 8626 members 
Mstep: Class 12 contains 1374 members 
Mstep: Class 13 contains 68829 members 
Mstep: Class 14 contains 2638 members 
Mstep: Class 15 contains 91846 members 
Mstep: Class 16 contains 1393 members 
Mstep: Class 17 contains 30420 members 
Mstep: Class 18 contains 2261 members 
Mstep: Class 19 contains 9335 members 
Mstep: Class 20 contains 17766 members 
Mstep: Class 21 contains 77610 members 
Mstep: Class 22 contains 13492 members 
Mstep: Class 23 contains 2682 members 
Mstep: Class 24 contains 4100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35904196.000000 Penalty: 52549.226562
Iteration 55Q: 25 clusters Score -3.59042e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 32876 members 
Mstep: Class 3 contains 2157 members 
Mstep: Class 4 contains 13105 members 
Mstep: Class 5 contains 8364 members 
Mstep: Class 6 contains 9883 members 
Mstep: Class 7 contains 20497 members 
Mstep: Class 8 contains 276644 members 
Mstep: Class 9 contains 1998 members 
Mstep: Class 10 contains 9257 members 
Mstep: Class 11 contains 8640 members 
Mstep: Class 12 contains 1375 members 
Mstep: Class 13 contains 68932 members 
Mstep: Class 14 contains 2632 members 
Mstep: Class 15 contains 91855 members 
Mstep: Class 16 contains 1394 members 
Mstep: Class 17 contains 30394 members 
Mstep: Class 18 contains 2267 members 
Mstep: Class 19 contains 9344 members 
Mstep: Class 20 contains 17745 members 
Mstep: Class 21 contains 77602 members 
Mstep: Class 22 contains 13495 members 
Mstep: Class 23 contains 2683 members 
Mstep: Class 24 contains 4159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35904384.000000 Penalty: 52549.226562
Iteration 56Q: 25 clusters Score -3.590438e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 32875 members 
Mstep: Class 3 contains 2154 members 
Mstep: Class 4 contains 13364 members 
Mstep: Class 5 contains 8360 members 
Mstep: Class 6 contains 9910 members 
Mstep: Class 7 contains 20715 members 
Mstep: Class 8 contains 276001 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 9255 members 
Mstep: Class 11 contains 8667 members 
Mstep: Class 12 contains 1377 members 
Mstep: Class 13 contains 69027 members 
Mstep: Class 14 contains 2632 members 
Mstep: Class 15 contains 91882 members 
Mstep: Class 16 contains 1396 members 
Mstep: Class 17 contains 30365 members 
Mstep: Class 18 contains 2273 members 
Mstep: Class 19 contains 9350 members 
Mstep: Class 20 contains 17709 members 
Mstep: Class 21 contains 77601 members 
Mstep: Class 22 contains 13495 members 
Mstep: Class 23 contains 2680 members 
Mstep: Class 24 contains 4203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35904484.000000 Penalty: 52549.226562
Iteration 57Q: 25 clusters Score -3.590448e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 32874 members 
Mstep: Class 3 contains 2154 members 
Mstep: Class 4 contains 13611 members 
Mstep: Class 5 contains 8356 members 
Mstep: Class 6 contains 9936 members 
Mstep: Class 7 contains 20933 members 
Mstep: Class 8 contains 275370 members 
Mstep: Class 9 contains 2011 members 
Mstep: Class 10 contains 9248 members 
Mstep: Class 11 contains 8690 members 
Mstep: Class 12 contains 1380 members 
Mstep: Class 13 contains 69129 members 
Mstep: Class 14 contains 2633 members 
Mstep: Class 15 contains 91908 members 
Mstep: Class 16 contains 1397 members 
Mstep: Class 17 contains 30334 members 
Mstep: Class 18 contains 2279 members 
Mstep: Class 19 contains 9352 members 
Mstep: Class 20 contains 17672 members 
Mstep: Class 21 contains 77598 members 
Mstep: Class 22 contains 13501 members 
Mstep: Class 23 contains 2679 members 
Mstep: Class 24 contains 4248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35904604.000000 Penalty: 52549.226562
Iteration 58Q: 25 clusters Score -3.59046e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 32871 members 
Mstep: Class 3 contains 2158 members 
Mstep: Class 4 contains 13864 members 
Mstep: Class 5 contains 8354 members 
Mstep: Class 6 contains 9965 members 
Mstep: Class 7 contains 21160 members 
Mstep: Class 8 contains 274743 members 
Mstep: Class 9 contains 2014 members 
Mstep: Class 10 contains 9244 members 
Mstep: Class 11 contains 8719 members 
Mstep: Class 12 contains 1380 members 
Mstep: Class 13 contains 69223 members 
Mstep: Class 14 contains 2638 members 
Mstep: Class 15 contains 91929 members 
Mstep: Class 16 contains 1398 members 
Mstep: Class 17 contains 30301 members 
Mstep: Class 18 contains 2278 members 
Mstep: Class 19 contains 9359 members 
Mstep: Class 20 contains 17620 members 
Mstep: Class 21 contains 77594 members 
Mstep: Class 22 contains 13505 members 
Mstep: Class 23 contains 2677 members 
Mstep: Class 24 contains 4298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35904732.000000 Penalty: 52549.226562
Iteration 59Q: 25 clusters Score -3.590473e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 32863 members 
Mstep: Class 3 contains 2157 members 
Mstep: Class 4 contains 14096 members 
Mstep: Class 5 contains 8356 members 
Mstep: Class 6 contains 10003 members 
Mstep: Class 7 contains 21404 members 
Mstep: Class 8 contains 274126 members 
Mstep: Class 9 contains 2016 members 
Mstep: Class 10 contains 9240 members 
Mstep: Class 11 contains 8747 members 
Mstep: Class 12 contains 1380 members 
Mstep: Class 13 contains 69320 members 
Mstep: Class 14 contains 2636 members 
Mstep: Class 15 contains 91946 members 
Mstep: Class 16 contains 1400 members 
Mstep: Class 17 contains 30267 members 
Mstep: Class 18 contains 2280 members 
Mstep: Class 19 contains 9363 members 
Mstep: Class 20 contains 17588 members 
Mstep: Class 21 contains 77590 members 
Mstep: Class 22 contains 13509 members 
Mstep: Class 23 contains 2673 members 
Mstep: Class 24 contains 4332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35904828.000000 Penalty: 52549.226562
Iteration 60F: 25 clusters Score -3.590483e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 32867 members 
Mstep: Class 3 contains 2152 members 
Mstep: Class 4 contains 14330 members 
Mstep: Class 5 contains 8358 members 
Mstep: Class 6 contains 10027 members 
Mstep: Class 7 contains 21644 members 
Mstep: Class 8 contains 273485 members 
Mstep: Class 9 contains 2020 members 
Mstep: Class 10 contains 9247 members 
Mstep: Class 11 contains 8760 members 
Mstep: Class 12 contains 1380 members 
Mstep: Class 13 contains 69415 members 
Mstep: Class 14 contains 2633 members 
Mstep: Class 15 contains 91989 members 
Mstep: Class 16 contains 1401 members 
Mstep: Class 17 contains 30240 members 
Mstep: Class 18 contains 2280 members 
Mstep: Class 19 contains 9370 members 
Mstep: Class 20 contains 17548 members 
Mstep: Class 21 contains 77583 members 
Mstep: Class 22 contains 13508 members 
Mstep: Class 23 contains 2677 members 
Mstep: Class 24 contains 4379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35904952.000000 Penalty: 52549.226562
Iteration 61Q: 25 clusters Score -3.590495e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 32871 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 14551 members 
Mstep: Class 5 contains 8358 members 
Mstep: Class 6 contains 10063 members 
Mstep: Class 7 contains 21890 members 
Mstep: Class 8 contains 272852 members 
Mstep: Class 9 contains 2025 members 
Mstep: Class 10 contains 9248 members 
Mstep: Class 11 contains 8773 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 69510 members 
Mstep: Class 14 contains 2631 members 
Mstep: Class 15 contains 92032 members 
Mstep: Class 16 contains 1403 members 
Mstep: Class 17 contains 30216 members 
Mstep: Class 18 contains 2281 members 
Mstep: Class 19 contains 9370 members 
Mstep: Class 20 contains 17508 members 
Mstep: Class 21 contains 77576 members 
Mstep: Class 22 contains 13504 members 
Mstep: Class 23 contains 2677 members 
Mstep: Class 24 contains 4428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35904960.000000 Penalty: 52549.226562
Iteration 62Q: 25 clusters Score -3.590496e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 32875 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 14758 members 
Mstep: Class 5 contains 8353 members 
Mstep: Class 6 contains 10107 members 
Mstep: Class 7 contains 22127 members 
Mstep: Class 8 contains 272241 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 9242 members 
Mstep: Class 11 contains 8799 members 
Mstep: Class 12 contains 1383 members 
Mstep: Class 13 contains 69610 members 
Mstep: Class 14 contains 2629 members 
Mstep: Class 15 contains 92059 members 
Mstep: Class 16 contains 1407 members 
Mstep: Class 17 contains 30194 members 
Mstep: Class 18 contains 2283 members 
Mstep: Class 19 contains 9370 members 
Mstep: Class 20 contains 17468 members 
Mstep: Class 21 contains 77571 members 
Mstep: Class 22 contains 13499 members 
Mstep: Class 23 contains 2674 members 
Mstep: Class 24 contains 4480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35905036.000000 Penalty: 52549.226562
Iteration 63Q: 25 clusters Score -3.590504e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 32880 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 14957 members 
Mstep: Class 5 contains 8348 members 
Mstep: Class 6 contains 10147 members 
Mstep: Class 7 contains 22355 members 
Mstep: Class 8 contains 271629 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 9243 members 
Mstep: Class 11 contains 8821 members 
Mstep: Class 12 contains 1384 members 
Mstep: Class 13 contains 69683 members 
Mstep: Class 14 contains 2629 members 
Mstep: Class 15 contains 92091 members 
Mstep: Class 16 contains 1409 members 
Mstep: Class 17 contains 30164 members 
Mstep: Class 18 contains 2286 members 
Mstep: Class 19 contains 9376 members 
Mstep: Class 20 contains 17441 members 
Mstep: Class 21 contains 77572 members 
Mstep: Class 22 contains 13503 members 
Mstep: Class 23 contains 2672 members 
Mstep: Class 24 contains 4551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35905132.000000 Penalty: 52549.226562
Iteration 64Q: 25 clusters Score -3.590513e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 32886 members 
Mstep: Class 3 contains 2117 members 
Mstep: Class 4 contains 15126 members 
Mstep: Class 5 contains 8341 members 
Mstep: Class 6 contains 10176 members 
Mstep: Class 7 contains 22591 members 
Mstep: Class 8 contains 271061 members 
Mstep: Class 9 contains 2036 members 
Mstep: Class 10 contains 9250 members 
Mstep: Class 11 contains 8851 members 
Mstep: Class 12 contains 1386 members 
Mstep: Class 13 contains 69781 members 
Mstep: Class 14 contains 2625 members 
Mstep: Class 15 contains 92108 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 17 contains 30124 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 9373 members 
Mstep: Class 20 contains 17393 members 
Mstep: Class 21 contains 77578 members 
Mstep: Class 22 contains 13505 members 
Mstep: Class 23 contains 2665 members 
Mstep: Class 24 contains 4621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35905140.000000 Penalty: 52549.226562
Iteration 65Q: 25 clusters Score -3.590514e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 32891 members 
Mstep: Class 3 contains 2110 members 
Mstep: Class 4 contains 15312 members 
Mstep: Class 5 contains 8338 members 
Mstep: Class 6 contains 10178 members 
Mstep: Class 7 contains 22811 members 
Mstep: Class 8 contains 270494 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 9257 members 
Mstep: Class 11 contains 8876 members 
Mstep: Class 12 contains 1388 members 
Mstep: Class 13 contains 69885 members 
Mstep: Class 14 contains 2619 members 
Mstep: Class 15 contains 92103 members 
Mstep: Class 16 contains 1411 members 
Mstep: Class 17 contains 30091 members 
Mstep: Class 18 contains 2293 members 
Mstep: Class 19 contains 9376 members 
Mstep: Class 20 contains 17371 members 
Mstep: Class 21 contains 77575 members 
Mstep: Class 22 contains 13505 members 
Mstep: Class 23 contains 2664 members 
Mstep: Class 24 contains 4704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35905220.000000 Penalty: 52549.226562
Iteration 66Q: 25 clusters Score -3.590522e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 32893 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 15512 members 
Mstep: Class 5 contains 8331 members 
Mstep: Class 6 contains 10191 members 
Mstep: Class 7 contains 23024 members 
Mstep: Class 8 contains 269898 members 
Mstep: Class 9 contains 2048 members 
Mstep: Class 10 contains 9260 members 
Mstep: Class 11 contains 8904 members 
Mstep: Class 12 contains 1389 members 
Mstep: Class 13 contains 69972 members 
Mstep: Class 14 contains 2618 members 
Mstep: Class 15 contains 92125 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 17 contains 30060 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 9375 members 
Mstep: Class 20 contains 17369 members 
Mstep: Class 21 contains 77577 members 
Mstep: Class 22 contains 13504 members 
Mstep: Class 23 contains 2661 members 
Mstep: Class 24 contains 4777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35905168.000000 Penalty: 52549.226562
Iteration 67Q: 25 clusters Score -3.590517e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 32901 members 
Mstep: Class 3 contains 2078 members 
Mstep: Class 4 contains 15716 members 
Mstep: Class 5 contains 8326 members 
Mstep: Class 6 contains 10208 members 
Mstep: Class 7 contains 23215 members 
Mstep: Class 8 contains 269318 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 9262 members 
Mstep: Class 11 contains 8927 members 
Mstep: Class 12 contains 1391 members 
Mstep: Class 13 contains 70083 members 
Mstep: Class 14 contains 2618 members 
Mstep: Class 15 contains 92155 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 17 contains 30035 members 
Mstep: Class 18 contains 2298 members 
Mstep: Class 19 contains 9379 members 
Mstep: Class 20 contains 17345 members 
Mstep: Class 21 contains 77575 members 
Mstep: Class 22 contains 13506 members 
Mstep: Class 23 contains 2659 members 
Mstep: Class 24 contains 4832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35905148.000000 Penalty: 52549.226562
Iteration 68Q: 25 clusters Score -3.590515e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 32910 members 
Mstep: Class 3 contains 2058 members 
Mstep: Class 4 contains 15901 members 
Mstep: Class 5 contains 8318 members 
Mstep: Class 6 contains 10231 members 
Mstep: Class 7 contains 23418 members 
Mstep: Class 8 contains 268725 members 
Mstep: Class 9 contains 2060 members 
Mstep: Class 10 contains 9264 members 
Mstep: Class 11 contains 8958 members 
Mstep: Class 12 contains 1391 members 
Mstep: Class 13 contains 70208 members 
Mstep: Class 14 contains 2620 members 
Mstep: Class 15 contains 92178 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 17 contains 30016 members 
Mstep: Class 18 contains 2299 members 
Mstep: Class 19 contains 9385 members 
Mstep: Class 20 contains 17325 members 
Mstep: Class 21 contains 77574 members 
Mstep: Class 22 contains 13508 members 
Mstep: Class 23 contains 2657 members 
Mstep: Class 24 contains 4878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35905228.000000 Penalty: 52549.226562
Iteration 69Q: 25 clusters Score -3.590523e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 32917 members 
Mstep: Class 3 contains 2036 members 
Mstep: Class 4 contains 16110 members 
Mstep: Class 5 contains 8306 members 
Mstep: Class 6 contains 10260 members 
Mstep: Class 7 contains 23634 members 
Mstep: Class 8 contains 268126 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 9266 members 
Mstep: Class 11 contains 9000 members 
Mstep: Class 12 contains 1391 members 
Mstep: Class 13 contains 70322 members 
Mstep: Class 14 contains 2617 members 
Mstep: Class 15 contains 92205 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 17 contains 29994 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 17292 members 
Mstep: Class 21 contains 77573 members 
Mstep: Class 22 contains 13511 members 
Mstep: Class 23 contains 2657 members 
Mstep: Class 24 contains 4916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35905336.000000 Penalty: 52549.226562
Iteration 70Q: 25 clusters Score -3.590534e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 32926 members 
Mstep: Class 3 contains 2018 members 
Mstep: Class 4 contains 16321 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 10284 members 
Mstep: Class 7 contains 23849 members 
Mstep: Class 8 contains 267526 members 
Mstep: Class 9 contains 2066 members 
Mstep: Class 10 contains 9271 members 
Mstep: Class 11 contains 9025 members 
Mstep: Class 12 contains 1393 members 
Mstep: Class 13 contains 70449 members 
Mstep: Class 14 contains 2613 members 
Mstep: Class 15 contains 92244 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 17 contains 29970 members 
Mstep: Class 18 contains 2304 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 17252 members 
Mstep: Class 21 contains 77571 members 
Mstep: Class 22 contains 13511 members 
Mstep: Class 23 contains 2655 members 
Mstep: Class 24 contains 4952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35905436.000000 Penalty: 52549.226562
Iteration 71Q: 25 clusters Score -3.590544e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 32929 members 
Mstep: Class 3 contains 2007 members 
Mstep: Class 4 contains 16542 members 
Mstep: Class 5 contains 8282 members 
Mstep: Class 6 contains 10308 members 
Mstep: Class 7 contains 24072 members 
Mstep: Class 8 contains 266923 members 
Mstep: Class 9 contains 2067 members 
Mstep: Class 10 contains 9271 members 
Mstep: Class 11 contains 9053 members 
Mstep: Class 12 contains 1393 members 
Mstep: Class 13 contains 70561 members 
Mstep: Class 14 contains 2612 members 
Mstep: Class 15 contains 92280 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 17 contains 29953 members 
Mstep: Class 18 contains 2305 members 
Mstep: Class 19 contains 9388 members 
Mstep: Class 20 contains 17209 members 
Mstep: Class 21 contains 77570 members 
Mstep: Class 22 contains 13511 members 
Mstep: Class 23 contains 2653 members 
Mstep: Class 24 contains 4992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35905540.000000 Penalty: 52549.226562
Iteration 72Q: 25 clusters Score -3.590554e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 32932 members 
Mstep: Class 3 contains 2000 members 
Mstep: Class 4 contains 16759 members 
Mstep: Class 5 contains 8274 members 
Mstep: Class 6 contains 10335 members 
Mstep: Class 7 contains 24283 members 
Mstep: Class 8 contains 266325 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 9268 members 
Mstep: Class 11 contains 9073 members 
Mstep: Class 12 contains 1393 members 
Mstep: Class 13 contains 70665 members 
Mstep: Class 14 contains 2614 members 
Mstep: Class 15 contains 92312 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 17 contains 29944 members 
Mstep: Class 18 contains 2306 members 
Mstep: Class 19 contains 9390 members 
Mstep: Class 20 contains 17175 members 
Mstep: Class 21 contains 77568 members 
Mstep: Class 22 contains 13515 members 
Mstep: Class 23 contains 2649 members 
Mstep: Class 24 contains 5030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35905612.000000 Penalty: 52549.226562
Iteration 73Q: 25 clusters Score -3.590561e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 32932 members 
Mstep: Class 3 contains 1996 members 
Mstep: Class 4 contains 17002 members 
Mstep: Class 5 contains 8262 members 
Mstep: Class 6 contains 10360 members 
Mstep: Class 7 contains 24515 members 
Mstep: Class 8 contains 265698 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 9269 members 
Mstep: Class 11 contains 9090 members 
Mstep: Class 12 contains 1392 members 
Mstep: Class 13 contains 70768 members 
Mstep: Class 14 contains 2610 members 
Mstep: Class 15 contains 92340 members 
Mstep: Class 16 contains 1411 members 
Mstep: Class 17 contains 29933 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 9388 members 
Mstep: Class 20 contains 17148 members 
Mstep: Class 21 contains 77572 members 
Mstep: Class 22 contains 13516 members 
Mstep: Class 23 contains 2648 members 
Mstep: Class 24 contains 5061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35905668.000000 Penalty: 52549.226562
Iteration 74Q: 25 clusters Score -3.590567e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 32932 members 
Mstep: Class 3 contains 1986 members 
Mstep: Class 4 contains 17245 members 
Mstep: Class 5 contains 8257 members 
Mstep: Class 6 contains 10410 members 
Mstep: Class 7 contains 24732 members 
Mstep: Class 8 contains 265092 members 
Mstep: Class 9 contains 2073 members 
Mstep: Class 10 contains 9268 members 
Mstep: Class 11 contains 9105 members 
Mstep: Class 12 contains 1393 members 
Mstep: Class 13 contains 70869 members 
Mstep: Class 14 contains 2604 members 
Mstep: Class 15 contains 92354 members 
Mstep: Class 16 contains 1411 members 
Mstep: Class 17 contains 29920 members 
Mstep: Class 18 contains 2311 members 
Mstep: Class 19 contains 9389 members 
Mstep: Class 20 contains 17108 members 
Mstep: Class 21 contains 77578 members 
Mstep: Class 22 contains 13516 members 
Mstep: Class 23 contains 2648 members 
Mstep: Class 24 contains 5089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35905940.000000 Penalty: 52549.226562
Iteration 75Q: 25 clusters Score -3.590594e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 32935 members 
Mstep: Class 3 contains 1976 members 
Mstep: Class 4 contains 17463 members 
Mstep: Class 5 contains 8253 members 
Mstep: Class 6 contains 10458 members 
Mstep: Class 7 contains 24956 members 
Mstep: Class 8 contains 264486 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 9268 members 
Mstep: Class 11 contains 9111 members 
Mstep: Class 12 contains 1395 members 
Mstep: Class 13 contains 70970 members 
Mstep: Class 14 contains 2595 members 
Mstep: Class 15 contains 92359 members 
Mstep: Class 16 contains 1411 members 
Mstep: Class 17 contains 29916 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 9394 members 
Mstep: Class 20 contains 17083 members 
Mstep: Class 21 contains 77578 members 
Mstep: Class 22 contains 13516 members 
Mstep: Class 23 contains 2652 members 
Mstep: Class 24 contains 5127 members 
Entering Unmasked Estep 
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Score: -35905912.000000 Penalty: 52549.226562
Iteration 76Q: 25 clusters Score -3.590591e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 32939 members 
Mstep: Class 3 contains 1963 members 
Mstep: Class 4 contains 17669 members 
Mstep: Class 5 contains 8249 members 
Mstep: Class 6 contains 10508 members 
Mstep: Class 7 contains 25178 members 
Mstep: Class 8 contains 263890 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 9270 members 
Mstep: Class 11 contains 9121 members 
Mstep: Class 12 contains 1395 members 
Mstep: Class 13 contains 71070 members 
Mstep: Class 14 contains 2590 members 
Mstep: Class 15 contains 92380 members 
Mstep: Class 16 contains 1411 members 
Mstep: Class 17 contains 29919 members 
Mstep: Class 18 contains 2320 members 
Mstep: Class 19 contains 9390 members 
Mstep: Class 20 contains 17043 members 
Mstep: Class 21 contains 77582 members 
Mstep: Class 22 contains 13516 members 
Mstep: Class 23 contains 2650 members 
Mstep: Class 24 contains 5159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35906020.000000 Penalty: 52549.226562
Iteration 77Q: 25 clusters Score -3.590602e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 32944 members 
Mstep: Class 3 contains 1942 members 
Mstep: Class 4 contains 17878 members 
Mstep: Class 5 contains 8248 members 
Mstep: Class 6 contains 10560 members 
Mstep: Class 7 contains 25405 members 
Mstep: Class 8 contains 263288 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 9277 members 
Mstep: Class 11 contains 9123 members 
Mstep: Class 12 contains 1395 members 
Mstep: Class 13 contains 71176 members 
Mstep: Class 14 contains 2583 members 
Mstep: Class 15 contains 92409 members 
Mstep: Class 16 contains 1411 members 
Mstep: Class 17 contains 29918 members 
Mstep: Class 18 contains 2323 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 17002 members 
Mstep: Class 21 contains 77585 members 
Mstep: Class 22 contains 13515 members 
Mstep: Class 23 contains 2650 members 
Mstep: Class 24 contains 5194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35905996.000000 Penalty: 52549.226562
Iteration 78Q: 25 clusters Score -3.5906e+07 nChanged 956
Entering ConstructFrom: 
Score: -35905996.000000 Penalty: 52549.226562
Entering ConstructFrom: 
Trying to split cluster 1 (3519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Entering Unmasked Estep 
Score: -179631.703125 Penalty: 1326.963867
	Iteration 0F: 2 clusters Score -179631.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -176563.765625 Penalty: 2653.927734
	Iteration 0F: 3 clusters Score -176563.8 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -177334.375000 Penalty: 2653.927734
	Iteration 1F: 3 clusters Score -177334.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -177494.765625 Penalty: 2653.927734
	Iteration 2F: 3 clusters Score -177494.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -177593.421875 Penalty: 2653.927734
	Iteration 3F: 3 clusters Score -177593.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -177665.078125 Penalty: 2653.927734
	Iteration 4Q: 3 clusters Score -177665.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -177723.015625 Penalty: 2653.927734
	Iteration 5Q: 3 clusters Score -177723 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -177761.234375 Penalty: 2653.927734
	Iteration 6Q: 3 clusters Score -177761.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -177792.671875 Penalty: 2653.927734
	Iteration 7Q: 3 clusters Score -177792.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -177821.671875 Penalty: 2653.927734
	Iteration 8Q: 3 clusters Score -177821.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -177844.250000 Penalty: 2653.927734
	Iteration 9Q: 3 clusters Score -177844.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -177866.906250 Penalty: 2653.927734
	Iteration 10Q: 3 clusters Score -177866.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -177891.015625 Penalty: 2653.927734
	Iteration 11Q: 3 clusters Score -177891 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -177915.921875 Penalty: 2653.927734
	Iteration 12Q: 3 clusters Score -177915.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -177939.703125 Penalty: 2653.927734
	Iteration 13Q: 3 clusters Score -177939.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -177962.671875 Penalty: 2653.927734
	Iteration 14Q: 3 clusters Score -177962.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -177982.437500 Penalty: 2653.927734
	Iteration 15Q: 3 clusters Score -177982.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -178008.796875 Penalty: 2653.927734
	Iteration 16Q: 3 clusters Score -178008.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -178032.312500 Penalty: 2653.927734
	Iteration 17Q: 3 clusters Score -178032.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -178046.906250 Penalty: 2653.927734
	Iteration 18Q: 3 clusters Score -178046.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -178059.593750 Penalty: 2653.927734
	Iteration 19Q: 3 clusters Score -178059.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -178072.515625 Penalty: 2653.927734
	Iteration 20F: 3 clusters Score -178072.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -178086.843750 Penalty: 2653.927734
	Iteration 21Q: 3 clusters Score -178086.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -178102.125000 Penalty: 2653.927734
	Iteration 22Q: 3 clusters Score -178102.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -178118.234375 Penalty: 2653.927734
	Iteration 23Q: 3 clusters Score -178118.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -178135.859375 Penalty: 2653.927734
	Iteration 24Q: 3 clusters Score -178135.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -178160.750000 Penalty: 2653.927734
	Iteration 25Q: 3 clusters Score -178160.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -178184.265625 Penalty: 2653.927734
	Iteration 26Q: 3 clusters Score -178184.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -178212.921875 Penalty: 2653.927734
	Iteration 27Q: 3 clusters Score -178212.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -178244.968750 Penalty: 2653.927734
	Iteration 28Q: 3 clusters Score -178245 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -178268.203125 Penalty: 2653.927734
	Iteration 29Q: 3 clusters Score -178268.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -178291.906250 Penalty: 2653.927734
	Iteration 30Q: 3 clusters Score -178291.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -178318.968750 Penalty: 2653.927734
	Iteration 31Q: 3 clusters Score -178319 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -178346.750000 Penalty: 2653.927734
	Iteration 32Q: 3 clusters Score -178346.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -178370.781250 Penalty: 2653.927734
	Iteration 33Q: 3 clusters Score -178370.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -178385.687500 Penalty: 2653.927734
	Iteration 34Q: 3 clusters Score -178385.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -178397.203125 Penalty: 2653.927734
	Iteration 35Q: 3 clusters Score -178397.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -178408.640625 Penalty: 2653.927734
	Iteration 36Q: 3 clusters Score -178408.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -178422.437500 Penalty: 2653.927734
	Iteration 37Q: 3 clusters Score -178422.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -178432.828125 Penalty: 2653.927734
	Iteration 38Q: 3 clusters Score -178432.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -178443.234375 Penalty: 2653.927734
	Iteration 39Q: 3 clusters Score -178443.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -178454.046875 Penalty: 2653.927734
	Iteration 40F: 3 clusters Score -178454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -178459.078125 Penalty: 2653.927734
	Iteration 41Q: 3 clusters Score -178459.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -178464.015625 Penalty: 2653.927734
	Iteration 42Q: 3 clusters Score -178464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -178468.031250 Penalty: 2653.927734
	Iteration 43Q: 3 clusters Score -178468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -178470.625000 Penalty: 2653.927734
	Iteration 44Q: 3 clusters Score -178470.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -178473.640625 Penalty: 2653.927734
	Iteration 45Q: 3 clusters Score -178473.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -178476.140625 Penalty: 2653.927734
	Iteration 46Q: 3 clusters Score -178476.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -178478.125000 Penalty: 2653.927734
	Iteration 47Q: 3 clusters Score -178478.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -178480.093750 Penalty: 2653.927734
	Iteration 48Q: 3 clusters Score -178480.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -178481.328125 Penalty: 2653.927734
	Iteration 49Q: 3 clusters Score -178481.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -178481.609375 Penalty: 2653.927734
	Iteration 50Q: 3 clusters Score -178481.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -178482.875000 Penalty: 2653.927734
	Iteration 51Q: 3 clusters Score -178482.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -178484.515625 Penalty: 2653.927734
	Iteration 52Q: 3 clusters Score -178484.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -178486.140625 Penalty: 2653.927734
	Iteration 53Q: 3 clusters Score -178486.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -178487.484375 Penalty: 2653.927734
	Iteration 54Q: 3 clusters Score -178487.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -178487.984375 Penalty: 2653.927734
	Iteration 55Q: 3 clusters Score -178488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -178487.984375 Penalty: 2653.927734
	Iteration 56F: 3 clusters Score -178488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (32946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Entering Unmasked Estep 
Score: -1705753.250000 Penalty: 1690.426636
	Iteration 0F: 2 clusters Score -1705753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -1683713.375000 Penalty: 3380.853271
	Iteration 0F: 3 clusters Score -1683713 nChanged 15262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -1692108.875000 Penalty: 3380.853271
	Iteration 1F: 3 clusters Score -1692109 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -1693200.625000 Penalty: 3380.853271
	Iteration 2F: 3 clusters Score -1693201 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -1696209.625000 Penalty: 3380.853271
	Iteration 3F: 3 clusters Score -1696210 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -1701420.750000 Penalty: 3380.853271
	Iteration 4F: 3 clusters Score -1701421 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -1705640.625000 Penalty: 3380.853271
	Iteration 5F: 3 clusters Score -1705641 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -1708555.750000 Penalty: 3380.853271
	Iteration 6F: 3 clusters Score -1708556 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -1711162.875000 Penalty: 3380.853271
	Iteration 7Q: 3 clusters Score -1711163 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -1713024.000000 Penalty: 3380.853271
	Iteration 8Q: 3 clusters Score -1713024 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -1713553.875000 Penalty: 3380.853271
	Iteration 9Q: 3 clusters Score -1713554 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -1713651.875000 Penalty: 3380.853271
	Iteration 10Q: 3 clusters Score -1713652 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -1713663.375000 Penalty: 3380.853271
	Iteration 11Q: 3 clusters Score -1713663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -1713673.000000 Penalty: 3380.853271
	Iteration 12Q: 3 clusters Score -1713673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -1713671.250000 Penalty: 3380.853271
	Iteration 13Q: 3 clusters Score -1713671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -1713673.750000 Penalty: 3380.853271
	Iteration 14Q: 3 clusters Score -1713674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -1713677.000000 Penalty: 3380.853271
	Iteration 15Q: 3 clusters Score -1713677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -1713677.000000 Penalty: 3380.853271
	Iteration 16F: 3 clusters Score -1713677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4369 members 
Mstep: Class 3 contains 1930 members 
Mstep: Class 4 contains 18099 members 
Mstep: Class 5 contains 8248 members 
Mstep: Class 6 contains 10631 members 
Mstep: Class 7 contains 25650 members 
Mstep: Class 8 contains 262639 members 
Mstep: Class 9 contains 2084 members 
Mstep: Class 10 contains 9283 members 
Mstep: Class 11 contains 9123 members 
Mstep: Class 12 contains 1397 members 
Mstep: Class 13 contains 71288 members 
Mstep: Class 14 contains 2578 members 
Mstep: Class 15 contains 92435 members 
Mstep: Class 16 contains 1412 members 
Mstep: Class 17 contains 29916 members 
Mstep: Class 18 contains 2322 members 
Mstep: Class 19 contains 9394 members 
Mstep: Class 20 contains 16961 members 
Mstep: Class 21 contains 77575 members 
Mstep: Class 22 contains 13516 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 5216 members 
Mstep: Class 25 contains 28577 members 
Entering Unmasked Estep 
Score: -35913380.000000 Penalty: 54738.777344
Splitting cluster 2 changes total score from -35905996.000000 to -35913380.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 3 (1930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Entering Unmasked Estep 
Score: -83797.859375 Penalty: 1229.357178
	Iteration 0F: 2 clusters Score -83797.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -81785.820312 Penalty: 2458.714355
	Iteration 0F: 3 clusters Score -81785.82 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -82191.195312 Penalty: 2458.714355
	Iteration 1F: 3 clusters Score -82191.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -82287.835938 Penalty: 2458.714355
	Iteration 2F: 3 clusters Score -82287.84 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -82351.070312 Penalty: 2458.714355
	Iteration 3Q: 3 clusters Score -82351.07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -82397.343750 Penalty: 2458.714355
	Iteration 4Q: 3 clusters Score -82397.34 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -82438.437500 Penalty: 2458.714355
	Iteration 5Q: 3 clusters Score -82438.44 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -82465.132812 Penalty: 2458.714355
	Iteration 6Q: 3 clusters Score -82465.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -82482.773438 Penalty: 2458.714355
	Iteration 7Q: 3 clusters Score -82482.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -82502.601562 Penalty: 2458.714355
	Iteration 8Q: 3 clusters Score -82502.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -82528.617188 Penalty: 2458.714355
	Iteration 9Q: 3 clusters Score -82528.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -82552.039062 Penalty: 2458.714355
	Iteration 10Q: 3 clusters Score -82552.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -82566.968750 Penalty: 2458.714355
	Iteration 11Q: 3 clusters Score -82566.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -82580.468750 Penalty: 2458.714355
	Iteration 12Q: 3 clusters Score -82580.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -82591.640625 Penalty: 2458.714355
	Iteration 13Q: 3 clusters Score -82591.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -82602.414062 Penalty: 2458.714355
	Iteration 14Q: 3 clusters Score -82602.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -82618.906250 Penalty: 2458.714355
	Iteration 15Q: 3 clusters Score -82618.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -82632.656250 Penalty: 2458.714355
	Iteration 16Q: 3 clusters Score -82632.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -82643.437500 Penalty: 2458.714355
	Iteration 17Q: 3 clusters Score -82643.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -82659.046875 Penalty: 2458.714355
	Iteration 18Q: 3 clusters Score -82659.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -82675.960938 Penalty: 2458.714355
	Iteration 19Q: 3 clusters Score -82675.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -82688.265625 Penalty: 2458.714355
	Iteration 20F: 3 clusters Score -82688.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -82701.039062 Penalty: 2458.714355
	Iteration 21Q: 3 clusters Score -82701.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -82712.593750 Penalty: 2458.714355
	Iteration 22Q: 3 clusters Score -82712.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -82724.203125 Penalty: 2458.714355
	Iteration 23Q: 3 clusters Score -82724.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -82734.148438 Penalty: 2458.714355
	Iteration 24Q: 3 clusters Score -82734.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -82742.796875 Penalty: 2458.714355
	Iteration 25Q: 3 clusters Score -82742.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -82750.453125 Penalty: 2458.714355
	Iteration 26Q: 3 clusters Score -82750.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -82761.046875 Penalty: 2458.714355
	Iteration 27Q: 3 clusters Score -82761.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -82773.382812 Penalty: 2458.714355
	Iteration 28Q: 3 clusters Score -82773.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -82786.187500 Penalty: 2458.714355
	Iteration 29Q: 3 clusters Score -82786.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -82797.046875 Penalty: 2458.714355
	Iteration 30Q: 3 clusters Score -82797.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -82806.226562 Penalty: 2458.714355
	Iteration 31Q: 3 clusters Score -82806.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -82817.046875 Penalty: 2458.714355
	Iteration 32Q: 3 clusters Score -82817.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -82835.054688 Penalty: 2458.714355
	Iteration 33Q: 3 clusters Score -82835.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -82867.437500 Penalty: 2458.714355
	Iteration 34Q: 3 clusters Score -82867.44 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -82903.179688 Penalty: 2458.714355
	Iteration 35Q: 3 clusters Score -82903.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -82951.226562 Penalty: 2458.714355
	Iteration 36Q: 3 clusters Score -82951.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -83002.695312 Penalty: 2458.714355
	Iteration 37Q: 3 clusters Score -83002.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -83068.898438 Penalty: 2458.714355
	Iteration 38Q: 3 clusters Score -83068.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -83117.117188 Penalty: 2458.714355
	Iteration 39Q: 3 clusters Score -83117.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -83158.726562 Penalty: 2458.714355
	Iteration 40F: 3 clusters Score -83158.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -83186.687500 Penalty: 2458.714355
	Iteration 41Q: 3 clusters Score -83186.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -83208.351562 Penalty: 2458.714355
	Iteration 42Q: 3 clusters Score -83208.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -83222.117188 Penalty: 2458.714355
	Iteration 43Q: 3 clusters Score -83222.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -83237.070312 Penalty: 2458.714355
	Iteration 44Q: 3 clusters Score -83237.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -83253.406250 Penalty: 2458.714355
	Iteration 45Q: 3 clusters Score -83253.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -83262.796875 Penalty: 2458.714355
	Iteration 46Q: 3 clusters Score -83262.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -83268.257812 Penalty: 2458.714355
	Iteration 47Q: 3 clusters Score -83268.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -83274.085938 Penalty: 2458.714355
	Iteration 48Q: 3 clusters Score -83274.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83279.578125 Penalty: 2458.714355
	Iteration 49Q: 3 clusters Score -83279.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -83282.234375 Penalty: 2458.714355
	Iteration 50Q: 3 clusters Score -83282.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -83282.234375 Penalty: 2458.714355
	Iteration 51F: 3 clusters Score -83282.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Entering Unmasked Estep 
Score: -1000639.500000 Penalty: 1593.086914
	Iteration 0F: 2 clusters Score -1000640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -988275.250000 Penalty: 3186.173828
	Iteration 0F: 3 clusters Score -988275.2 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -992553.187500 Penalty: 3186.173828
	Iteration 1F: 3 clusters Score -992553.2 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -992913.750000 Penalty: 3186.173828
	Iteration 2F: 3 clusters Score -992913.8 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -993207.062500 Penalty: 3186.173828
	Iteration 3Q: 3 clusters Score -993207.1 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -993484.250000 Penalty: 3186.173828
	Iteration 4Q: 3 clusters Score -993484.2 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -993794.125000 Penalty: 3186.173828
	Iteration 5Q: 3 clusters Score -993794.1 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -994126.312500 Penalty: 3186.173828
	Iteration 6Q: 3 clusters Score -994126.3 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -994468.187500 Penalty: 3186.173828
	Iteration 7Q: 3 clusters Score -994468.2 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -994879.125000 Penalty: 3186.173828
	Iteration 8Q: 3 clusters Score -994879.1 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -995375.062500 Penalty: 3186.173828
	Iteration 9Q: 3 clusters Score -995375.1 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -995925.312500 Penalty: 3186.173828
	Iteration 10Q: 3 clusters Score -995925.3 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -996440.250000 Penalty: 3186.173828
	Iteration 11Q: 3 clusters Score -996440.2 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -996854.437500 Penalty: 3186.173828
	Iteration 12Q: 3 clusters Score -996854.4 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -997098.562500 Penalty: 3186.173828
	Iteration 13Q: 3 clusters Score -997098.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -997244.187500 Penalty: 3186.173828
	Iteration 14Q: 3 clusters Score -997244.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -997312.750000 Penalty: 3186.173828
	Iteration 15Q: 3 clusters Score -997312.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -997356.625000 Penalty: 3186.173828
	Iteration 16Q: 3 clusters Score -997356.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -997400.875000 Penalty: 3186.173828
	Iteration 17Q: 3 clusters Score -997400.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -997434.000000 Penalty: 3186.173828
	Iteration 18Q: 3 clusters Score -997434 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -997469.625000 Penalty: 3186.173828
	Iteration 19Q: 3 clusters Score -997469.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -997500.125000 Penalty: 3186.173828
	Iteration 20F: 3 clusters Score -997500.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -997523.312500 Penalty: 3186.173828
	Iteration 21Q: 3 clusters Score -997523.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -997548.875000 Penalty: 3186.173828
	Iteration 22Q: 3 clusters Score -997548.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -997570.562500 Penalty: 3186.173828
	Iteration 23Q: 3 clusters Score -997570.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -997588.062500 Penalty: 3186.173828
	Iteration 24Q: 3 clusters Score -997588.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -997605.312500 Penalty: 3186.173828
	Iteration 25Q: 3 clusters Score -997605.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -997619.687500 Penalty: 3186.173828
	Iteration 26Q: 3 clusters Score -997619.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -997638.437500 Penalty: 3186.173828
	Iteration 27Q: 3 clusters Score -997638.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -997651.562500 Penalty: 3186.173828
	Iteration 28Q: 3 clusters Score -997651.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -997666.000000 Penalty: 3186.173828
	Iteration 29Q: 3 clusters Score -997666 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -997679.750000 Penalty: 3186.173828
	Iteration 30Q: 3 clusters Score -997679.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -997695.562500 Penalty: 3186.173828
	Iteration 31Q: 3 clusters Score -997695.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -997712.750000 Penalty: 3186.173828
	Iteration 32Q: 3 clusters Score -997712.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -997731.187500 Penalty: 3186.173828
	Iteration 33Q: 3 clusters Score -997731.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -997756.187500 Penalty: 3186.173828
	Iteration 34Q: 3 clusters Score -997756.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -997770.000000 Penalty: 3186.173828
	Iteration 35Q: 3 clusters Score -997770 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -997783.937500 Penalty: 3186.173828
	Iteration 36Q: 3 clusters Score -997783.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -997797.750000 Penalty: 3186.173828
	Iteration 37Q: 3 clusters Score -997797.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -997808.687500 Penalty: 3186.173828
	Iteration 38Q: 3 clusters Score -997808.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -997827.375000 Penalty: 3186.173828
	Iteration 39Q: 3 clusters Score -997827.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -997838.000000 Penalty: 3186.173828
	Iteration 40F: 3 clusters Score -997838 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -997855.062500 Penalty: 3186.173828
	Iteration 41Q: 3 clusters Score -997855.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -997860.125000 Penalty: 3186.173828
	Iteration 42Q: 3 clusters Score -997860.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -997871.187500 Penalty: 3186.173828
	Iteration 43Q: 3 clusters Score -997871.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -997877.250000 Penalty: 3186.173828
	Iteration 44Q: 3 clusters Score -997877.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -997886.187500 Penalty: 3186.173828
	Iteration 45Q: 3 clusters Score -997886.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -997894.000000 Penalty: 3186.173828
	Iteration 46Q: 3 clusters Score -997894 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -997906.187500 Penalty: 3186.173828
	Iteration 47Q: 3 clusters Score -997906.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -997917.000000 Penalty: 3186.173828
	Iteration 48Q: 3 clusters Score -997917 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -997923.937500 Penalty: 3186.173828
	Iteration 49Q: 3 clusters Score -997923.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -997933.500000 Penalty: 3186.173828
	Iteration 50Q: 3 clusters Score -997933.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -997942.937500 Penalty: 3186.173828
	Iteration 51Q: 3 clusters Score -997942.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -997950.000000 Penalty: 3186.173828
	Iteration 52Q: 3 clusters Score -997950 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -997958.125000 Penalty: 3186.173828
	Iteration 53Q: 3 clusters Score -997958.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -997971.312500 Penalty: 3186.173828
	Iteration 54Q: 3 clusters Score -997971.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -997970.250000 Penalty: 3186.173828
	Iteration 55Q: 3 clusters Score -997970.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -997978.250000 Penalty: 3186.173828
	Iteration 56Q: 3 clusters Score -997978.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -997983.187500 Penalty: 3186.173828
	Iteration 57Q: 3 clusters Score -997983.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -997991.312500 Penalty: 3186.173828
	Iteration 58Q: 3 clusters Score -997991.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -997998.750000 Penalty: 3186.173828
	Iteration 59Q: 3 clusters Score -997998.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -998010.687500 Penalty: 3186.173828
	Iteration 60F: 3 clusters Score -998010.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -998025.375000 Penalty: 3186.173828
	Iteration 61Q: 3 clusters Score -998025.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -998036.875000 Penalty: 3186.173828
	Iteration 62Q: 3 clusters Score -998036.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -998045.187500 Penalty: 3186.173828
	Iteration 63Q: 3 clusters Score -998045.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -998054.687500 Penalty: 3186.173828
	Iteration 64Q: 3 clusters Score -998054.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -998063.812500 Penalty: 3186.173828
	Iteration 65Q: 3 clusters Score -998063.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -998071.500000 Penalty: 3186.173828
	Iteration 66Q: 3 clusters Score -998071.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -998076.750000 Penalty: 3186.173828
	Iteration 67Q: 3 clusters Score -998076.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -998086.187500 Penalty: 3186.173828
	Iteration 68Q: 3 clusters Score -998086.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -998091.812500 Penalty: 3186.173828
	Iteration 69Q: 3 clusters Score -998091.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -998104.187500 Penalty: 3186.173828
	Iteration 70Q: 3 clusters Score -998104.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -998113.562500 Penalty: 3186.173828
	Iteration 71Q: 3 clusters Score -998113.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -998127.625000 Penalty: 3186.173828
	Iteration 72Q: 3 clusters Score -998127.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -998132.750000 Penalty: 3186.173828
	Iteration 73Q: 3 clusters Score -998132.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -998143.000000 Penalty: 3186.173828
	Iteration 74Q: 3 clusters Score -998143 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -998148.187500 Penalty: 3186.173828
	Iteration 75Q: 3 clusters Score -998148.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -998160.437500 Penalty: 3186.173828
	Iteration 76Q: 3 clusters Score -998160.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -998170.062500 Penalty: 3186.173828
	Iteration 77Q: 3 clusters Score -998170.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -998182.812500 Penalty: 3186.173828
	Iteration 78Q: 3 clusters Score -998182.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -998202.062500 Penalty: 3186.173828
	Iteration 79Q: 3 clusters Score -998202.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -998224.125000 Penalty: 3186.173828
	Iteration 80F: 3 clusters Score -998224.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -998242.062500 Penalty: 3186.173828
	Iteration 81Q: 3 clusters Score -998242.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -998266.437500 Penalty: 3186.173828
	Iteration 82Q: 3 clusters Score -998266.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -998285.312500 Penalty: 3186.173828
	Iteration 83Q: 3 clusters Score -998285.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -998313.312500 Penalty: 3186.173828
	Iteration 84Q: 3 clusters Score -998313.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -998333.062500 Penalty: 3186.173828
	Iteration 85Q: 3 clusters Score -998333.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -998347.250000 Penalty: 3186.173828
	Iteration 86Q: 3 clusters Score -998347.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -998366.875000 Penalty: 3186.173828
	Iteration 87Q: 3 clusters Score -998366.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -998384.937500 Penalty: 3186.173828
	Iteration 88Q: 3 clusters Score -998384.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -998400.625000 Penalty: 3186.173828
	Iteration 89Q: 3 clusters Score -998400.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -998424.250000 Penalty: 3186.173828
	Iteration 90Q: 3 clusters Score -998424.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -998445.062500 Penalty: 3186.173828
	Iteration 91Q: 3 clusters Score -998445.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -998466.812500 Penalty: 3186.173828
	Iteration 92Q: 3 clusters Score -998466.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -998483.437500 Penalty: 3186.173828
	Iteration 93Q: 3 clusters Score -998483.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -998508.312500 Penalty: 3186.173828
	Iteration 94Q: 3 clusters Score -998508.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -998529.375000 Penalty: 3186.173828
	Iteration 95Q: 3 clusters Score -998529.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -998558.000000 Penalty: 3186.173828
	Iteration 96Q: 3 clusters Score -998558 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -998576.562500 Penalty: 3186.173828
	Iteration 97Q: 3 clusters Score -998576.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -998599.750000 Penalty: 3186.173828
	Iteration 98Q: 3 clusters Score -998599.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -998631.375000 Penalty: 3186.173828
	Iteration 99Q: 3 clusters Score -998631.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -998653.312500 Penalty: 3186.173828
	Iteration 100F: 3 clusters Score -998653.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -998680.375000 Penalty: 3186.173828
	Iteration 101Q: 3 clusters Score -998680.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -998717.625000 Penalty: 3186.173828
	Iteration 102Q: 3 clusters Score -998717.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -998739.062500 Penalty: 3186.173828
	Iteration 103Q: 3 clusters Score -998739.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -998758.562500 Penalty: 3186.173828
	Iteration 104Q: 3 clusters Score -998758.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -998776.812500 Penalty: 3186.173828
	Iteration 105Q: 3 clusters Score -998776.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -998801.937500 Penalty: 3186.173828
	Iteration 106Q: 3 clusters Score -998801.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -998827.625000 Penalty: 3186.173828
	Iteration 107Q: 3 clusters Score -998827.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -998858.187500 Penalty: 3186.173828
	Iteration 108Q: 3 clusters Score -998858.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -998884.312500 Penalty: 3186.173828
	Iteration 109Q: 3 clusters Score -998884.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -998917.375000 Penalty: 3186.173828
	Iteration 110Q: 3 clusters Score -998917.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -998941.000000 Penalty: 3186.173828
	Iteration 111Q: 3 clusters Score -998941 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -998965.125000 Penalty: 3186.173828
	Iteration 112Q: 3 clusters Score -998965.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -998990.000000 Penalty: 3186.173828
	Iteration 113Q: 3 clusters Score -998990 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -999020.937500 Penalty: 3186.173828
	Iteration 114Q: 3 clusters Score -999020.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -999045.625000 Penalty: 3186.173828
	Iteration 115Q: 3 clusters Score -999045.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -999076.625000 Penalty: 3186.173828
	Iteration 116Q: 3 clusters Score -999076.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -999098.000000 Penalty: 3186.173828
	Iteration 117Q: 3 clusters Score -999098 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -999110.562500 Penalty: 3186.173828
	Iteration 118Q: 3 clusters Score -999110.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -999131.750000 Penalty: 3186.173828
	Iteration 119Q: 3 clusters Score -999131.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -999151.562500 Penalty: 3186.173828
	Iteration 120F: 3 clusters Score -999151.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -999163.187500 Penalty: 3186.173828
	Iteration 121Q: 3 clusters Score -999163.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -999174.750000 Penalty: 3186.173828
	Iteration 122Q: 3 clusters Score -999174.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -999182.125000 Penalty: 3186.173828
	Iteration 123Q: 3 clusters Score -999182.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -999189.812500 Penalty: 3186.173828
	Iteration 124Q: 3 clusters Score -999189.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -999195.375000 Penalty: 3186.173828
	Iteration 125Q: 3 clusters Score -999195.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -999203.875000 Penalty: 3186.173828
	Iteration 126Q: 3 clusters Score -999203.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -999211.375000 Penalty: 3186.173828
	Iteration 127Q: 3 clusters Score -999211.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -999215.687500 Penalty: 3186.173828
	Iteration 128Q: 3 clusters Score -999215.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -999226.250000 Penalty: 3186.173828
	Iteration 129Q: 3 clusters Score -999226.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -999229.500000 Penalty: 3186.173828
	Iteration 130Q: 3 clusters Score -999229.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -999235.062500 Penalty: 3186.173828
	Iteration 131Q: 3 clusters Score -999235.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -999241.937500 Penalty: 3186.173828
	Iteration 132Q: 3 clusters Score -999241.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -999244.687500 Penalty: 3186.173828
	Iteration 133Q: 3 clusters Score -999244.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -999250.375000 Penalty: 3186.173828
	Iteration 134Q: 3 clusters Score -999250.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -999258.062500 Penalty: 3186.173828
	Iteration 135Q: 3 clusters Score -999258.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -999260.250000 Penalty: 3186.173828
	Iteration 136Q: 3 clusters Score -999260.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -999265.250000 Penalty: 3186.173828
	Iteration 137Q: 3 clusters Score -999265.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -999268.812500 Penalty: 3186.173828
	Iteration 138Q: 3 clusters Score -999268.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -999272.625000 Penalty: 3186.173828
	Iteration 139Q: 3 clusters Score -999272.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -999275.437500 Penalty: 3186.173828
	Iteration 140F: 3 clusters Score -999275.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -999277.000000 Penalty: 3186.173828
	Iteration 141Q: 3 clusters Score -999277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -999281.187500 Penalty: 3186.173828
	Iteration 142Q: 3 clusters Score -999281.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -999282.937500 Penalty: 3186.173828
	Iteration 143Q: 3 clusters Score -999282.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -999287.312500 Penalty: 3186.173828
	Iteration 144Q: 3 clusters Score -999287.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -999290.437500 Penalty: 3186.173828
	Iteration 145Q: 3 clusters Score -999290.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -999297.687500 Penalty: 3186.173828
	Iteration 146Q: 3 clusters Score -999297.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -999300.937500 Penalty: 3186.173828
	Iteration 147Q: 3 clusters Score -999300.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -999306.375000 Penalty: 3186.173828
	Iteration 148Q: 3 clusters Score -999306.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -999305.562500 Penalty: 3186.173828
	Iteration 149Q: 3 clusters Score -999305.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -999306.812500 Penalty: 3186.173828
	Iteration 150Q: 3 clusters Score -999306.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -999307.312500 Penalty: 3186.173828
	Iteration 151Q: 3 clusters Score -999307.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -999312.625000 Penalty: 3186.173828
	Iteration 152Q: 3 clusters Score -999312.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -999312.437500 Penalty: 3186.173828
	Iteration 153Q: 3 clusters Score -999312.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -999314.937500 Penalty: 3186.173828
	Iteration 154Q: 3 clusters Score -999314.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -999314.937500 Penalty: 3186.173828
	Iteration 155F: 3 clusters Score -999314.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Entering Unmasked Estep 
Score: -414710.218750 Penalty: 1465.380493
	Iteration 0F: 2 clusters Score -414710.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -408733.125000 Penalty: 2930.760986
	Iteration 0F: 3 clusters Score -408733.1 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -410618.406250 Penalty: 2930.760986
	Iteration 1F: 3 clusters Score -410618.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -410889.531250 Penalty: 2930.760986
	Iteration 2F: 3 clusters Score -410889.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -411130.625000 Penalty: 2930.760986
	Iteration 3F: 3 clusters Score -411130.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -411401.500000 Penalty: 2930.760986
	Iteration 4F: 3 clusters Score -411401.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -411776.562500 Penalty: 2930.760986
	Iteration 5F: 3 clusters Score -411776.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -412241.937500 Penalty: 2930.760986
	Iteration 6F: 3 clusters Score -412241.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -412708.343750 Penalty: 2930.760986
	Iteration 7F: 3 clusters Score -412708.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -413148.343750 Penalty: 2930.760986
	Iteration 8F: 3 clusters Score -413148.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -413440.406250 Penalty: 2930.760986
	Iteration 9Q: 3 clusters Score -413440.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -413598.812500 Penalty: 2930.760986
	Iteration 10Q: 3 clusters Score -413598.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -413701.531250 Penalty: 2930.760986
	Iteration 11Q: 3 clusters Score -413701.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -413752.031250 Penalty: 2930.760986
	Iteration 12Q: 3 clusters Score -413752 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -413777.312500 Penalty: 2930.760986
	Iteration 13Q: 3 clusters Score -413777.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -413791.750000 Penalty: 2930.760986
	Iteration 14Q: 3 clusters Score -413791.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -413797.500000 Penalty: 2930.760986
	Iteration 15Q: 3 clusters Score -413797.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -413801.343750 Penalty: 2930.760986
	Iteration 16Q: 3 clusters Score -413801.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -413804.187500 Penalty: 2930.760986
	Iteration 17Q: 3 clusters Score -413804.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -413805.937500 Penalty: 2930.760986
	Iteration 18Q: 3 clusters Score -413805.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -413806.687500 Penalty: 2930.760986
	Iteration 19Q: 3 clusters Score -413806.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -413807.843750 Penalty: 2930.760986
	Iteration 20F: 3 clusters Score -413807.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -413808.062500 Penalty: 2930.760986
	Iteration 21Q: 3 clusters Score -413808.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -413808.343750 Penalty: 2930.760986
	Iteration 22Q: 3 clusters Score -413808.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -413809.812500 Penalty: 2930.760986
	Iteration 23Q: 3 clusters Score -413809.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -413809.687500 Penalty: 2930.760986
	Iteration 24Q: 3 clusters Score -413809.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -413809.687500 Penalty: 2930.760986
	Iteration 25F: 3 clusters Score -413809.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Entering Unmasked Estep 
Score: -501912.750000 Penalty: 1506.623535
	Iteration 0F: 2 clusters Score -501912.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -494349.406250 Penalty: 3013.247070
	Iteration 0F: 3 clusters Score -494349.4 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -496942.968750 Penalty: 3013.247070
	Iteration 1F: 3 clusters Score -496943 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -497192.593750 Penalty: 3013.247070
	Iteration 2F: 3 clusters Score -497192.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -497378.125000 Penalty: 3013.247070
	Iteration 3Q: 3 clusters Score -497378.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -497580.750000 Penalty: 3013.247070
	Iteration 4Q: 3 clusters Score -497580.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -497815.656250 Penalty: 3013.247070
	Iteration 5Q: 3 clusters Score -497815.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -498061.625000 Penalty: 3013.247070
	Iteration 6Q: 3 clusters Score -498061.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -498322.562500 Penalty: 3013.247070
	Iteration 7Q: 3 clusters Score -498322.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -498581.593750 Penalty: 3013.247070
	Iteration 8Q: 3 clusters Score -498581.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -498822.531250 Penalty: 3013.247070
	Iteration 9Q: 3 clusters Score -498822.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -499079.625000 Penalty: 3013.247070
	Iteration 10Q: 3 clusters Score -499079.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -499333.906250 Penalty: 3013.247070
	Iteration 11Q: 3 clusters Score -499333.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -499586.218750 Penalty: 3013.247070
	Iteration 12Q: 3 clusters Score -499586.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -499820.281250 Penalty: 3013.247070
	Iteration 13Q: 3 clusters Score -499820.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -500047.468750 Penalty: 3013.247070
	Iteration 14Q: 3 clusters Score -500047.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -500241.031250 Penalty: 3013.247070
	Iteration 15Q: 3 clusters Score -500241 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -500375.812500 Penalty: 3013.247070
	Iteration 16Q: 3 clusters Score -500375.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -500458.468750 Penalty: 3013.247070
	Iteration 17Q: 3 clusters Score -500458.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -500509.531250 Penalty: 3013.247070
	Iteration 18Q: 3 clusters Score -500509.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -500542.062500 Penalty: 3013.247070
	Iteration 19Q: 3 clusters Score -500542.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -500571.250000 Penalty: 3013.247070
	Iteration 20F: 3 clusters Score -500571.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -500599.250000 Penalty: 3013.247070
	Iteration 21Q: 3 clusters Score -500599.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -500618.468750 Penalty: 3013.247070
	Iteration 22Q: 3 clusters Score -500618.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -500634.437500 Penalty: 3013.247070
	Iteration 23Q: 3 clusters Score -500634.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -500643.375000 Penalty: 3013.247070
	Iteration 24Q: 3 clusters Score -500643.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -500655.968750 Penalty: 3013.247070
	Iteration 25Q: 3 clusters Score -500656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -500667.000000 Penalty: 3013.247070
	Iteration 26Q: 3 clusters Score -500667 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -500680.468750 Penalty: 3013.247070
	Iteration 27Q: 3 clusters Score -500680.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -500690.250000 Penalty: 3013.247070
	Iteration 28Q: 3 clusters Score -500690.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -500697.187500 Penalty: 3013.247070
	Iteration 29Q: 3 clusters Score -500697.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -500704.656250 Penalty: 3013.247070
	Iteration 30Q: 3 clusters Score -500704.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -500711.968750 Penalty: 3013.247070
	Iteration 31Q: 3 clusters Score -500712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -500715.375000 Penalty: 3013.247070
	Iteration 32Q: 3 clusters Score -500715.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -500716.156250 Penalty: 3013.247070
	Iteration 33Q: 3 clusters Score -500716.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -500720.062500 Penalty: 3013.247070
	Iteration 34Q: 3 clusters Score -500720.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -500720.156250 Penalty: 3013.247070
	Iteration 35Q: 3 clusters Score -500720.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -500720.625000 Penalty: 3013.247070
	Iteration 36Q: 3 clusters Score -500720.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -500720.625000 Penalty: 3013.247070
	Iteration 37F: 3 clusters Score -500720.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Entering Unmasked Estep 
Score: -1420126.125000 Penalty: 1649.748535
	Iteration 0F: 2 clusters Score -1420126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1402811.750000 Penalty: 3299.497070
	Iteration 0F: 3 clusters Score -1402812 nChanged 11731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1409177.750000 Penalty: 3299.497070
	Iteration 1F: 3 clusters Score -1409178 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1409520.000000 Penalty: 3299.497070
	Iteration 2Q: 3 clusters Score -1409520 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1409895.250000 Penalty: 3299.497070
	Iteration 3Q: 3 clusters Score -1409895 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1410290.875000 Penalty: 3299.497070
	Iteration 4Q: 3 clusters Score -1410291 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1410822.625000 Penalty: 3299.497070
	Iteration 5Q: 3 clusters Score -1410823 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -1411428.875000 Penalty: 3299.497070
	Iteration 6Q: 3 clusters Score -1411429 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1412192.750000 Penalty: 3299.497070
	Iteration 7Q: 3 clusters Score -1412193 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -1413053.625000 Penalty: 3299.497070
	Iteration 8Q: 3 clusters Score -1413054 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -1414081.250000 Penalty: 3299.497070
	Iteration 9F: 3 clusters Score -1414081 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -1415049.250000 Penalty: 3299.497070
	Iteration 10F: 3 clusters Score -1415049 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -1415805.875000 Penalty: 3299.497070
	Iteration 11Q: 3 clusters Score -1415806 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -1416276.875000 Penalty: 3299.497070
	Iteration 12Q: 3 clusters Score -1416277 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -1416548.000000 Penalty: 3299.497070
	Iteration 13Q: 3 clusters Score -1416548 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -1416718.500000 Penalty: 3299.497070
	Iteration 14Q: 3 clusters Score -1416718 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -1416846.500000 Penalty: 3299.497070
	Iteration 15Q: 3 clusters Score -1416846 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -1416942.000000 Penalty: 3299.497070
	Iteration 16Q: 3 clusters Score -1416942 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -1417034.250000 Penalty: 3299.497070
	Iteration 17Q: 3 clusters Score -1417034 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -1417134.125000 Penalty: 3299.497070
	Iteration 18Q: 3 clusters Score -1417134 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -1417239.875000 Penalty: 3299.497070
	Iteration 19Q: 3 clusters Score -1417240 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -1417321.250000 Penalty: 3299.497070
	Iteration 20F: 3 clusters Score -1417321 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -1417386.750000 Penalty: 3299.497070
	Iteration 21Q: 3 clusters Score -1417387 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -1417450.375000 Penalty: 3299.497070
	Iteration 22Q: 3 clusters Score -1417450 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -1417510.000000 Penalty: 3299.497070
	Iteration 23Q: 3 clusters Score -1417510 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -1417554.875000 Penalty: 3299.497070
	Iteration 24Q: 3 clusters Score -1417555 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -1417590.750000 Penalty: 3299.497070
	Iteration 25Q: 3 clusters Score -1417591 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -1417637.125000 Penalty: 3299.497070
	Iteration 26Q: 3 clusters Score -1417637 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -1417674.875000 Penalty: 3299.497070
	Iteration 27Q: 3 clusters Score -1417675 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -1417703.125000 Penalty: 3299.497070
	Iteration 28Q: 3 clusters Score -1417703 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -1417731.250000 Penalty: 3299.497070
	Iteration 29Q: 3 clusters Score -1417731 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1417776 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1417800 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -1417833.000000 Penalty: 3299.497070
	Iteration 32Q: 3 clusters Score -1417833 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -1417863.875000 Penalty: 3299.497070
	Iteration 33Q: 3 clusters Score -1417864 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -1417903.500000 Penalty: 3299.497070
	Iteration 34Q: 3 clusters Score -1417904 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -1417935.375000 Penalty: 3299.497070
	Iteration 35Q: 3 clusters Score -1417935 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -1417977.250000 Penalty: 3299.497070
	Iteration 36Q: 3 clusters Score -1417977 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -1418018.750000 Penalty: 3299.497070
	Iteration 37Q: 3 clusters Score -1418019 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -1418045.750000 Penalty: 3299.497070
	Iteration 38Q: 3 clusters Score -1418046 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -1418082.875000 Penalty: 3299.497070
	Iteration 39Q: 3 clusters Score -1418083 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -1418115.375000 Penalty: 3299.497070
	Iteration 40F: 3 clusters Score -1418115 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -1418146.125000 Penalty: 3299.497070
	Iteration 41Q: 3 clusters Score -1418146 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -1418181.625000 Penalty: 3299.497070
	Iteration 42Q: 3 clusters Score -1418182 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -1418208.500000 Penalty: 3299.497070
	Iteration 43Q: 3 clusters Score -1418208 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -1418249.750000 Penalty: 3299.497070
	Iteration 44Q: 3 clusters Score -1418250 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -1418281.250000 Penalty: 3299.497070
	Iteration 45Q: 3 clusters Score -1418281 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -1418308.000000 Penalty: 3299.497070
	Iteration 46Q: 3 clusters Score -1418308 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -1418334.625000 Penalty: 3299.497070
	Iteration 47Q: 3 clusters Score -1418335 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -1418358.875000 Penalty: 3299.497070
	Iteration 48Q: 3 clusters Score -1418359 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -1418383.875000 Penalty: 3299.497070
	Iteration 49Q: 3 clusters Score -1418384 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -1418413.500000 Penalty: 3299.497070
	Iteration 50Q: 3 clusters Score -1418414 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -1418432.500000 Penalty: 3299.497070
	Iteration 51Q: 3 clusters Score -1418432 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -1418451.625000 Penalty: 3299.497070
	Iteration 52Q: 3 clusters Score -1418452 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -1418471.625000 Penalty: 3299.497070
	Iteration 53Q: 3 clusters Score -1418472 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -1418489.750000 Penalty: 3299.497070
	Iteration 54Q: 3 clusters Score -1418490 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -1418509.625000 Penalty: 3299.497070
	Iteration 55Q: 3 clusters Score -1418510 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -1418525.125000 Penalty: 3299.497070
	Iteration 56Q: 3 clusters Score -1418525 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -1418535.375000 Penalty: 3299.497070
	Iteration 57Q: 3 clusters Score -1418535 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -1418551.875000 Penalty: 3299.497070
	Iteration 58Q: 3 clusters Score -1418552 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -1418567.125000 Penalty: 3299.497070
	Iteration 59Q: 3 clusters Score -1418567 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -1418583.625000 Penalty: 3299.497070
	Iteration 60F: 3 clusters Score -1418584 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -1418589.625000 Penalty: 3299.497070
	Iteration 61Q: 3 clusters Score -1418590 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -1418595.500000 Penalty: 3299.497070
	Iteration 62Q: 3 clusters Score -1418596 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -1418615.125000 Penalty: 3299.497070
	Iteration 63Q: 3 clusters Score -1418615 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -1418624.125000 Penalty: 3299.497070
	Iteration 64Q: 3 clusters Score -1418624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -1418632.875000 Penalty: 3299.497070
	Iteration 65Q: 3 clusters Score -1418633 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -1418647.000000 Penalty: 3299.497070
	Iteration 66Q: 3 clusters Score -1418647 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -1418659.750000 Penalty: 3299.497070
	Iteration 67Q: 3 clusters Score -1418660 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -1418670.375000 Penalty: 3299.497070
	Iteration 68Q: 3 clusters Score -1418670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -1418680.000000 Penalty: 3299.497070
	Iteration 69Q: 3 clusters Score -1418680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -1418687.375000 Penalty: 3299.497070
	Iteration 70Q: 3 clusters Score -1418687 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -1418697.125000 Penalty: 3299.497070
	Iteration 71Q: 3 clusters Score -1418697 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -1418702.625000 Penalty: 3299.497070
	Iteration 72Q: 3 clusters Score -1418703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -1418708.125000 Penalty: 3299.497070
	Iteration 73Q: 3 clusters Score -1418708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -1418713.500000 Penalty: 3299.497070
	Iteration 74Q: 3 clusters Score -1418714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -1418716.000000 Penalty: 3299.497070
	Iteration 75Q: 3 clusters Score -1418716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -1418719.250000 Penalty: 3299.497070
	Iteration 76Q: 3 clusters Score -1418719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -1418719.125000 Penalty: 3299.497070
	Iteration 77Q: 3 clusters Score -1418719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -1418723.500000 Penalty: 3299.497070
	Iteration 78Q: 3 clusters Score -1418724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -1418724.750000 Penalty: 3299.497070
	Iteration 79Q: 3 clusters Score -1418725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -1418729.375000 Penalty: 3299.497070
	Iteration 80F: 3 clusters Score -1418729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -1418733.625000 Penalty: 3299.497070
	Iteration 81Q: 3 clusters Score -1418734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -1418733.000000 Penalty: 3299.497070
	Iteration 82Q: 3 clusters Score -1418733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -1418734.750000 Penalty: 3299.497070
	Iteration 83Q: 3 clusters Score -1418735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -1418739.875000 Penalty: 3299.497070
	Iteration 84Q: 3 clusters Score -1418740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -1418742.875000 Penalty: 3299.497070
	Iteration 85Q: 3 clusters Score -1418743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -1418742.375000 Penalty: 3299.497070
	Iteration 86Q: 3 clusters Score -1418742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -1418743.125000 Penalty: 3299.497070
	Iteration 87Q: 3 clusters Score -1418743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -1418743.500000 Penalty: 3299.497070
	Iteration 88Q: 3 clusters Score -1418744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -1418742.250000 Penalty: 3299.497070
	Iteration 89Q: 3 clusters Score -1418742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -1418742.250000 Penalty: 3299.497070
	Iteration 90Q: 3 clusters Score -1418742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -1418742.250000 Penalty: 3299.497070
	Iteration 91Q: 3 clusters Score -1418742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -1418742.875000 Penalty: 3299.497070
	Iteration 92Q: 3 clusters Score -1418743 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -1418744.250000 Penalty: 3299.497070
	Iteration 93Q: 3 clusters Score -1418744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -1418744.250000 Penalty: 3299.497070
	Iteration 94F: 3 clusters Score -1418744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (262639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262639 members 
Entering Unmasked Estep 
Score: -14047085.000000 Penalty: 2027.762085
	Iteration 0F: 2 clusters Score -1.404708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131389 members 
Mstep: Class 2 contains 131250 members 
Entering Unmasked Estep 
Score: -13870301.000000 Penalty: 4055.524170
	Iteration 0F: 3 clusters Score -1.38703e+07 nChanged 127552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132503 members 
Mstep: Class 2 contains 130136 members 
Entering Unmasked Estep 
Score: -13946504.000000 Penalty: 4055.524170
	Iteration 1F: 3 clusters Score -1.39465e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133771 members 
Mstep: Class 2 contains 128868 members 
Entering Unmasked Estep 
Score: -13947972.000000 Penalty: 4055.524170
	Iteration 2Q: 3 clusters Score -1.394797e+07 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135935 members 
Mstep: Class 2 contains 126704 members 
Entering Unmasked Estep 
Score: -13950308.000000 Penalty: 4055.524170
	Iteration 3Q: 3 clusters Score -1.395031e+07 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139525 members 
Mstep: Class 2 contains 123114 members 
Entering Unmasked Estep 
Score: -13953655.000000 Penalty: 4055.524170
	Iteration 4Q: 3 clusters Score -1.395366e+07 nChanged 12121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145048 members 
Mstep: Class 2 contains 117591 members 
Entering Unmasked Estep 
Score: -13959125.000000 Penalty: 4055.524170
	Iteration 5Q: 3 clusters Score -1.395912e+07 nChanged 15134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153178 members 
Mstep: Class 2 contains 109461 members 
Entering Unmasked Estep 
Score: -13967767.000000 Penalty: 4055.524170
	Iteration 6F: 3 clusters Score -1.396777e+07 nChanged 17315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163309 members 
Mstep: Class 2 contains 99330 members 
Entering Unmasked Estep 
Score: -13979189.000000 Penalty: 4055.524170
	Iteration 7F: 3 clusters Score -1.397919e+07 nChanged 17757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174034 members 
Mstep: Class 2 contains 88605 members 
Entering Unmasked Estep 
Score: -13992873.000000 Penalty: 4055.524170
	Iteration 8F: 3 clusters Score -1.399287e+07 nChanged 15758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183468 members 
Mstep: Class 2 contains 79171 members 
Entering Unmasked Estep 
Score: -14005625.000000 Penalty: 4055.524170
	Iteration 9F: 3 clusters Score -1.400562e+07 nChanged 12035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190793 members 
Mstep: Class 2 contains 71846 members 
Entering Unmasked Estep 
Score: -14013974.000000 Penalty: 4055.524170
	Iteration 10Q: 3 clusters Score -1.401397e+07 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197078 members 
Mstep: Class 2 contains 65561 members 
Entering Unmasked Estep 
Score: -14018750.000000 Penalty: 4055.524170
	Iteration 11Q: 3 clusters Score -1.401875e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203037 members 
Mstep: Class 2 contains 59602 members 
Entering Unmasked Estep 
Score: -14022279.000000 Penalty: 4055.524170
	Iteration 12Q: 3 clusters Score -1.402228e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208791 members 
Mstep: Class 2 contains 53848 members 
Entering Unmasked Estep 
Score: -14025555.000000 Penalty: 4055.524170
	Iteration 13Q: 3 clusters Score -1.402556e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214221 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -14028475.000000 Penalty: 4055.524170
	Iteration 14Q: 3 clusters Score -1.402848e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219060 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -14031024.000000 Penalty: 4055.524170
	Iteration 15Q: 3 clusters Score -1.403102e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223388 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -14033237.000000 Penalty: 4055.524170
	Iteration 16Q: 3 clusters Score -1.403324e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227217 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -14035180.000000 Penalty: 4055.524170
	Iteration 17Q: 3 clusters Score -1.403518e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230558 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -14036654.000000 Penalty: 4055.524170
	Iteration 18Q: 3 clusters Score -1.403665e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233565 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -14038031.000000 Penalty: 4055.524170
	Iteration 19Q: 3 clusters Score -1.403803e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236275 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -14039313.000000 Penalty: 4055.524170
	Iteration 20F: 3 clusters Score -1.403931e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238811 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -14040358.000000 Penalty: 4055.524170
	Iteration 21Q: 3 clusters Score -1.404036e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241034 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -14041268.000000 Penalty: 4055.524170
	Iteration 22Q: 3 clusters Score -1.404127e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243026 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -14042070.000000 Penalty: 4055.524170
	Iteration 23Q: 3 clusters Score -1.404207e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244765 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -14042783.000000 Penalty: 4055.524170
	Iteration 24Q: 3 clusters Score -1.404278e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246317 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -14043316.000000 Penalty: 4055.524170
	Iteration 25Q: 3 clusters Score -1.404332e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247691 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -14043755.000000 Penalty: 4055.524170
	Iteration 26Q: 3 clusters Score -1.404376e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248932 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -14044111.000000 Penalty: 4055.524170
	Iteration 27Q: 3 clusters Score -1.404411e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250021 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -14044438.000000 Penalty: 4055.524170
	Iteration 28Q: 3 clusters Score -1.404444e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250966 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -14044710.000000 Penalty: 4055.524170
	Iteration 29Q: 3 clusters Score -1.404471e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251825 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -14045033.000000 Penalty: 4055.524170
	Iteration 30Q: 3 clusters Score -1.404503e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252585 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -14045238.000000 Penalty: 4055.524170
	Iteration 31Q: 3 clusters Score -1.404524e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253241 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -14045397.000000 Penalty: 4055.524170
	Iteration 32Q: 3 clusters Score -1.40454e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253797 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -14045537.000000 Penalty: 4055.524170
	Iteration 33Q: 3 clusters Score -1.404554e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254290 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -14045674.000000 Penalty: 4055.524170
	Iteration 34Q: 3 clusters Score -1.404567e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254731 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -14045824.000000 Penalty: 4055.524170
	Iteration 35Q: 3 clusters Score -1.404582e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255140 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -14045964.000000 Penalty: 4055.524170
	Iteration 36Q: 3 clusters Score -1.404596e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255482 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -14046061.000000 Penalty: 4055.524170
	Iteration 37Q: 3 clusters Score -1.404606e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255802 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -14046131.000000 Penalty: 4055.524170
	Iteration 38Q: 3 clusters Score -1.404613e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256075 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -14046143.000000 Penalty: 4055.524170
	Iteration 39Q: 3 clusters Score -1.404614e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256295 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -14046170.000000 Penalty: 4055.524170
	Iteration 40F: 3 clusters Score -1.404617e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256469 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -14046223.000000 Penalty: 4055.524170
	Iteration 41Q: 3 clusters Score -1.404622e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256624 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -14046212.000000 Penalty: 4055.524170
	Iteration 42Q: 3 clusters Score -1.404621e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256754 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -14046241.000000 Penalty: 4055.524170
	Iteration 43Q: 3 clusters Score -1.404624e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256862 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -14046248.000000 Penalty: 4055.524170
	Iteration 44Q: 3 clusters Score -1.404625e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256960 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -14046299.000000 Penalty: 4055.524170
	Iteration 45Q: 3 clusters Score -1.40463e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257061 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -14046290.000000 Penalty: 4055.524170
	Iteration 46Q: 3 clusters Score -1.404629e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257159 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -14046293.000000 Penalty: 4055.524170
	Iteration 47Q: 3 clusters Score -1.404629e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257257 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -14046328.000000 Penalty: 4055.524170
	Iteration 48Q: 3 clusters Score -1.404633e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257353 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -14046345.000000 Penalty: 4055.524170
	Iteration 49Q: 3 clusters Score -1.404634e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257431 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -14046382.000000 Penalty: 4055.524170
	Iteration 50Q: 3 clusters Score -1.404638e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257489 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -14046402.000000 Penalty: 4055.524170
	Iteration 51Q: 3 clusters Score -1.40464e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257538 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -14046410.000000 Penalty: 4055.524170
	Iteration 52Q: 3 clusters Score -1.404641e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257577 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -14046400.000000 Penalty: 4055.524170
	Iteration 53Q: 3 clusters Score -1.40464e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257609 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -14046399.000000 Penalty: 4055.524170
	Iteration 54Q: 3 clusters Score -1.40464e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257643 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -14046409.000000 Penalty: 4055.524170
	Iteration 55Q: 3 clusters Score -1.404641e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257675 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -14046423.000000 Penalty: 4055.524170
	Iteration 56Q: 3 clusters Score -1.404642e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257701 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -14046424.000000 Penalty: 4055.524170
	Iteration 57Q: 3 clusters Score -1.404642e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257729 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -14046416.000000 Penalty: 4055.524170
	Iteration 58Q: 3 clusters Score -1.404642e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257760 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -14046425.000000 Penalty: 4055.524170
	Iteration 59Q: 3 clusters Score -1.404642e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257793 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -14046422.000000 Penalty: 4055.524170
	Iteration 60F: 3 clusters Score -1.404642e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257836 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -14046420.000000 Penalty: 4055.524170
	Iteration 61Q: 3 clusters Score -1.404642e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257873 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -14046445.000000 Penalty: 4055.524170
	Iteration 62Q: 3 clusters Score -1.404644e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257908 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -14046486.000000 Penalty: 4055.524170
	Iteration 63Q: 3 clusters Score -1.404649e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257937 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -14046471.000000 Penalty: 4055.524170
	Iteration 64Q: 3 clusters Score -1.404647e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257958 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -14046474.000000 Penalty: 4055.524170
	Iteration 65Q: 3 clusters Score -1.404647e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257983 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -14046491.000000 Penalty: 4055.524170
	Iteration 66Q: 3 clusters Score -1.404649e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258003 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -14046501.000000 Penalty: 4055.524170
	Iteration 67Q: 3 clusters Score -1.40465e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258022 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -14046486.000000 Penalty: 4055.524170
	Iteration 68Q: 3 clusters Score -1.404649e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258044 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -14046495.000000 Penalty: 4055.524170
	Iteration 69Q: 3 clusters Score -1.40465e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258061 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -14046503.000000 Penalty: 4055.524170
	Iteration 70Q: 3 clusters Score -1.40465e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258072 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -14046498.000000 Penalty: 4055.524170
	Iteration 71Q: 3 clusters Score -1.40465e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258088 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -14046505.000000 Penalty: 4055.524170
	Iteration 72Q: 3 clusters Score -1.40465e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258103 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -14046495.000000 Penalty: 4055.524170
	Iteration 73Q: 3 clusters Score -1.40465e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258116 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -14046495.000000 Penalty: 4055.524170
	Iteration 74Q: 3 clusters Score -1.40465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258125 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -14046488.000000 Penalty: 4055.524170
	Iteration 75Q: 3 clusters Score -1.404649e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258135 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -14046477.000000 Penalty: 4055.524170
	Iteration 76Q: 3 clusters Score -1.404648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258139 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -14046489.000000 Penalty: 4055.524170
	Iteration 77Q: 3 clusters Score -1.404649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258140 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -14046479.000000 Penalty: 4055.524170
	Iteration 78Q: 3 clusters Score -1.404648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258141 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -14046476.000000 Penalty: 4055.524170
	Iteration 79Q: 3 clusters Score -1.404648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258144 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -14046480.000000 Penalty: 4055.524170
	Iteration 80F: 3 clusters Score -1.404648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258147 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -14046483.000000 Penalty: 4055.524170
	Iteration 81Q: 3 clusters Score -1.404648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258147 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -14046482.000000 Penalty: 4055.524170
	Iteration 82Q: 3 clusters Score -1.404648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258147 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -14046482.000000 Penalty: 4055.524170
	Iteration 83F: 3 clusters Score -1.404648e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Entering Unmasked Estep 
Score: -90430.906250 Penalty: 1241.832275
	Iteration 0F: 2 clusters Score -90430.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -88263.664062 Penalty: 2483.664551
	Iteration 0F: 3 clusters Score -88263.66 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -88691.054688 Penalty: 2483.664551
	Iteration 1F: 3 clusters Score -88691.05 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -88816.859375 Penalty: 2483.664551
	Iteration 2F: 3 clusters Score -88816.86 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -88897.203125 Penalty: 2483.664551
	Iteration 3Q: 3 clusters Score -88897.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -88965.945312 Penalty: 2483.664551
	Iteration 4Q: 3 clusters Score -88965.95 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -89025.765625 Penalty: 2483.664551
	Iteration 5Q: 3 clusters Score -89025.77 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -89063.875000 Penalty: 2483.664551
	Iteration 6Q: 3 clusters Score -89063.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -89089.851562 Penalty: 2483.664551
	Iteration 7Q: 3 clusters Score -89089.85 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -89110.023438 Penalty: 2483.664551
	Iteration 8Q: 3 clusters Score -89110.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -89124.257812 Penalty: 2483.664551
	Iteration 9Q: 3 clusters Score -89124.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -89137.648438 Penalty: 2483.664551
	Iteration 10Q: 3 clusters Score -89137.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -89150.406250 Penalty: 2483.664551
	Iteration 11Q: 3 clusters Score -89150.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -89161.648438 Penalty: 2483.664551
	Iteration 12Q: 3 clusters Score -89161.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -89172.687500 Penalty: 2483.664551
	Iteration 13Q: 3 clusters Score -89172.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -89180.656250 Penalty: 2483.664551
	Iteration 14Q: 3 clusters Score -89180.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -89187.710938 Penalty: 2483.664551
	Iteration 15Q: 3 clusters Score -89187.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -89196.226562 Penalty: 2483.664551
	Iteration 16Q: 3 clusters Score -89196.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -89203.578125 Penalty: 2483.664551
	Iteration 17Q: 3 clusters Score -89203.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -89210.390625 Penalty: 2483.664551
	Iteration 18Q: 3 clusters Score -89210.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -89217.054688 Penalty: 2483.664551
	Iteration 19Q: 3 clusters Score -89217.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -89224.734375 Penalty: 2483.664551
	Iteration 20F: 3 clusters Score -89224.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -89237.234375 Penalty: 2483.664551
	Iteration 21Q: 3 clusters Score -89237.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -89249.882812 Penalty: 2483.664551
	Iteration 22Q: 3 clusters Score -89249.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -89262.664062 Penalty: 2483.664551
	Iteration 23Q: 3 clusters Score -89262.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -89271.140625 Penalty: 2483.664551
	Iteration 24Q: 3 clusters Score -89271.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -89276.828125 Penalty: 2483.664551
	Iteration 25Q: 3 clusters Score -89276.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -89280.398438 Penalty: 2483.664551
	Iteration 26Q: 3 clusters Score -89280.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -89284.187500 Penalty: 2483.664551
	Iteration 27Q: 3 clusters Score -89284.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -89292.148438 Penalty: 2483.664551
	Iteration 28Q: 3 clusters Score -89292.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -89294.984375 Penalty: 2483.664551
	Iteration 29Q: 3 clusters Score -89294.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -89298.296875 Penalty: 2483.664551
	Iteration 30Q: 3 clusters Score -89298.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -89301.859375 Penalty: 2483.664551
	Iteration 31Q: 3 clusters Score -89301.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -89303.625000 Penalty: 2483.664551
	Iteration 32Q: 3 clusters Score -89303.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -89305.570312 Penalty: 2483.664551
	Iteration 33Q: 3 clusters Score -89305.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -89306.601562 Penalty: 2483.664551
	Iteration 34Q: 3 clusters Score -89306.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -89307.406250 Penalty: 2483.664551
	Iteration 35Q: 3 clusters Score -89307.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -89308.921875 Penalty: 2483.664551
	Iteration 36Q: 3 clusters Score -89308.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -89309.296875 Penalty: 2483.664551
	Iteration 37Q: 3 clusters Score -89309.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -89310.179688 Penalty: 2483.664551
	Iteration 38Q: 3 clusters Score -89310.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -89310.976562 Penalty: 2483.664551
	Iteration 39Q: 3 clusters Score -89310.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -89312.015625 Penalty: 2483.664551
	Iteration 40F: 3 clusters Score -89312.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -89313.109375 Penalty: 2483.664551
	Iteration 41Q: 3 clusters Score -89313.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -89314.726562 Penalty: 2483.664551
	Iteration 42Q: 3 clusters Score -89314.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -89315.742188 Penalty: 2483.664551
	Iteration 43Q: 3 clusters Score -89315.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -89317.523438 Penalty: 2483.664551
	Iteration 44Q: 3 clusters Score -89317.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -89319.492188 Penalty: 2483.664551
	Iteration 45Q: 3 clusters Score -89319.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -89321.523438 Penalty: 2483.664551
	Iteration 46Q: 3 clusters Score -89321.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -89322.875000 Penalty: 2483.664551
	Iteration 47Q: 3 clusters Score -89322.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -89323.867188 Penalty: 2483.664551
	Iteration 48Q: 3 clusters Score -89323.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -89324.632812 Penalty: 2483.664551
	Iteration 49Q: 3 clusters Score -89324.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -89325.429688 Penalty: 2483.664551
	Iteration 50Q: 3 clusters Score -89325.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -89325.929688 Penalty: 2483.664551
	Iteration 51Q: 3 clusters Score -89325.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -89326.171875 Penalty: 2483.664551
	Iteration 52Q: 3 clusters Score -89326.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -89326.171875 Penalty: 2483.664551
	Iteration 53F: 3 clusters Score -89326.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Entering Unmasked Estep 
Score: -446548.250000 Penalty: 1484.590210
	Iteration 0F: 2 clusters Score -446548.2 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 4666 members 
Entering Unmasked Estep 
Score: -439943.312500 Penalty: 2969.180420
	Iteration 0F: 3 clusters Score -439943.3 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -442299.187500 Penalty: 2969.180420
	Iteration 1F: 3 clusters Score -442299.2 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -442904.656250 Penalty: 2969.180420
	Iteration 2F: 3 clusters Score -442904.7 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -443548.937500 Penalty: 2969.180420
	Iteration 3F: 3 clusters Score -443548.9 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -444155.375000 Penalty: 2969.180420
	Iteration 4F: 3 clusters Score -444155.4 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -444641.218750 Penalty: 2969.180420
	Iteration 5F: 3 clusters Score -444641.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -444997.093750 Penalty: 2969.180420
	Iteration 6Q: 3 clusters Score -444997.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -445274.875000 Penalty: 2969.180420
	Iteration 7Q: 3 clusters Score -445274.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -445495.250000 Penalty: 2969.180420
	Iteration 8Q: 3 clusters Score -445495.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -445641.062500 Penalty: 2969.180420
	Iteration 9Q: 3 clusters Score -445641.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -445728.281250 Penalty: 2969.180420
	Iteration 10Q: 3 clusters Score -445728.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -445796.250000 Penalty: 2969.180420
	Iteration 11Q: 3 clusters Score -445796.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -445842.375000 Penalty: 2969.180420
	Iteration 12Q: 3 clusters Score -445842.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -445883.125000 Penalty: 2969.180420
	Iteration 13Q: 3 clusters Score -445883.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -445917.031250 Penalty: 2969.180420
	Iteration 14Q: 3 clusters Score -445917 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -445954.843750 Penalty: 2969.180420
	Iteration 15Q: 3 clusters Score -445954.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -445994.937500 Penalty: 2969.180420
	Iteration 16Q: 3 clusters Score -445994.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -446024.468750 Penalty: 2969.180420
	Iteration 17Q: 3 clusters Score -446024.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -446046.468750 Penalty: 2969.180420
	Iteration 18Q: 3 clusters Score -446046.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -446076.312500 Penalty: 2969.180420
	Iteration 19Q: 3 clusters Score -446076.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -446104.312500 Penalty: 2969.180420
	Iteration 20F: 3 clusters Score -446104.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -446136.687500 Penalty: 2969.180420
	Iteration 21Q: 3 clusters Score -446136.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -446168.125000 Penalty: 2969.180420
	Iteration 22Q: 3 clusters Score -446168.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -446189.062500 Penalty: 2969.180420
	Iteration 23Q: 3 clusters Score -446189.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -446208.218750 Penalty: 2969.180420
	Iteration 24Q: 3 clusters Score -446208.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -446220.031250 Penalty: 2969.180420
	Iteration 25Q: 3 clusters Score -446220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -446228.187500 Penalty: 2969.180420
	Iteration 26Q: 3 clusters Score -446228.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -446233.437500 Penalty: 2969.180420
	Iteration 27Q: 3 clusters Score -446233.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -446238.531250 Penalty: 2969.180420
	Iteration 28Q: 3 clusters Score -446238.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -446241.968750 Penalty: 2969.180420
	Iteration 29Q: 3 clusters Score -446242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -446246.718750 Penalty: 2969.180420
	Iteration 30Q: 3 clusters Score -446246.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -446249.906250 Penalty: 2969.180420
	Iteration 31Q: 3 clusters Score -446249.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -446253.593750 Penalty: 2969.180420
	Iteration 32Q: 3 clusters Score -446253.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -446256.968750 Penalty: 2969.180420
	Iteration 33Q: 3 clusters Score -446257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -446259.687500 Penalty: 2969.180420
	Iteration 34Q: 3 clusters Score -446259.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -446261.500000 Penalty: 2969.180420
	Iteration 35Q: 3 clusters Score -446261.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -446262.625000 Penalty: 2969.180420
	Iteration 36Q: 3 clusters Score -446262.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -446263.062500 Penalty: 2969.180420
	Iteration 37Q: 3 clusters Score -446263.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -446264.125000 Penalty: 2969.180420
	Iteration 38Q: 3 clusters Score -446264.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -446265.437500 Penalty: 2969.180420
	Iteration 39Q: 3 clusters Score -446265.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -446265.750000 Penalty: 2969.180420
	Iteration 40F: 3 clusters Score -446265.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -446266.906250 Penalty: 2969.180420
	Iteration 41Q: 3 clusters Score -446266.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -446267.125000 Penalty: 2969.180420
	Iteration 42Q: 3 clusters Score -446267.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -446268.281250 Penalty: 2969.180420
	Iteration 43Q: 3 clusters Score -446268.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -446268.093750 Penalty: 2969.180420
	Iteration 44Q: 3 clusters Score -446268.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -446270.125000 Penalty: 2969.180420
	Iteration 45Q: 3 clusters Score -446270.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -446270.968750 Penalty: 2969.180420
	Iteration 46Q: 3 clusters Score -446271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -446270.406250 Penalty: 2969.180420
	Iteration 47Q: 3 clusters Score -446270.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -446271.281250 Penalty: 2969.180420
	Iteration 48Q: 3 clusters Score -446271.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -446272.281250 Penalty: 2969.180420
	Iteration 49Q: 3 clusters Score -446272.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -446272.281250 Penalty: 2969.180420
	Iteration 50F: 3 clusters Score -446272.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Entering Unmasked Estep 
Score: -464400.656250 Penalty: 1481.765015
	Iteration 0F: 2 clusters Score -464400.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -457828.750000 Penalty: 2963.530029
	Iteration 0F: 3 clusters Score -457828.8 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -459903.000000 Penalty: 2963.530029
	Iteration 1F: 3 clusters Score -459903 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -460157.781250 Penalty: 2963.530029
	Iteration 2F: 3 clusters Score -460157.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -460336.281250 Penalty: 2963.530029
	Iteration 3Q: 3 clusters Score -460336.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -460469.250000 Penalty: 2963.530029
	Iteration 4Q: 3 clusters Score -460469.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -460592.625000 Penalty: 2963.530029
	Iteration 5Q: 3 clusters Score -460592.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -460707.562500 Penalty: 2963.530029
	Iteration 6Q: 3 clusters Score -460707.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -460807.406250 Penalty: 2963.530029
	Iteration 7Q: 3 clusters Score -460807.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -460918.906250 Penalty: 2963.530029
	Iteration 8Q: 3 clusters Score -460918.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -461022.406250 Penalty: 2963.530029
	Iteration 9Q: 3 clusters Score -461022.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -461108.562500 Penalty: 2963.530029
	Iteration 10Q: 3 clusters Score -461108.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -461197.062500 Penalty: 2963.530029
	Iteration 11Q: 3 clusters Score -461197.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -461298.375000 Penalty: 2963.530029
	Iteration 12Q: 3 clusters Score -461298.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -461379.750000 Penalty: 2963.530029
	Iteration 13Q: 3 clusters Score -461379.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -461466.531250 Penalty: 2963.530029
	Iteration 14Q: 3 clusters Score -461466.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -461543.250000 Penalty: 2963.530029
	Iteration 15Q: 3 clusters Score -461543.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -461615.156250 Penalty: 2963.530029
	Iteration 16Q: 3 clusters Score -461615.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -461688.687500 Penalty: 2963.530029
	Iteration 17Q: 3 clusters Score -461688.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -461765.125000 Penalty: 2963.530029
	Iteration 18Q: 3 clusters Score -461765.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -461881.875000 Penalty: 2963.530029
	Iteration 19Q: 3 clusters Score -461881.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -462003.781250 Penalty: 2963.530029
	Iteration 20F: 3 clusters Score -462003.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -462131.843750 Penalty: 2963.530029
	Iteration 21Q: 3 clusters Score -462131.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -462272.906250 Penalty: 2963.530029
	Iteration 22Q: 3 clusters Score -462272.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -462412.093750 Penalty: 2963.530029
	Iteration 23Q: 3 clusters Score -462412.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -462560.531250 Penalty: 2963.530029
	Iteration 24Q: 3 clusters Score -462560.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -462708.625000 Penalty: 2963.530029
	Iteration 25Q: 3 clusters Score -462708.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -462846.593750 Penalty: 2963.530029
	Iteration 26Q: 3 clusters Score -462846.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -462989.062500 Penalty: 2963.530029
	Iteration 27Q: 3 clusters Score -462989.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -463140.406250 Penalty: 2963.530029
	Iteration 28Q: 3 clusters Score -463140.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -463293.437500 Penalty: 2963.530029
	Iteration 29Q: 3 clusters Score -463293.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -463448.656250 Penalty: 2963.530029
	Iteration 30Q: 3 clusters Score -463448.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -463557.968750 Penalty: 2963.530029
	Iteration 31Q: 3 clusters Score -463558 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -463654.281250 Penalty: 2963.530029
	Iteration 32Q: 3 clusters Score -463654.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -463757.593750 Penalty: 2963.530029
	Iteration 33Q: 3 clusters Score -463757.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -463866.875000 Penalty: 2963.530029
	Iteration 34Q: 3 clusters Score -463866.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -463968.062500 Penalty: 2963.530029
	Iteration 35Q: 3 clusters Score -463968.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -464038.187500 Penalty: 2963.530029
	Iteration 36Q: 3 clusters Score -464038.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -464104.906250 Penalty: 2963.530029
	Iteration 37Q: 3 clusters Score -464104.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -464144.937500 Penalty: 2963.530029
	Iteration 38Q: 3 clusters Score -464144.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -464172.343750 Penalty: 2963.530029
	Iteration 39Q: 3 clusters Score -464172.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -464201.937500 Penalty: 2963.530029
	Iteration 40F: 3 clusters Score -464201.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -464219.500000 Penalty: 2963.530029
	Iteration 41Q: 3 clusters Score -464219.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -464229.843750 Penalty: 2963.530029
	Iteration 42Q: 3 clusters Score -464229.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -464236.406250 Penalty: 2963.530029
	Iteration 43Q: 3 clusters Score -464236.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -464240.625000 Penalty: 2963.530029
	Iteration 44Q: 3 clusters Score -464240.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -464243.812500 Penalty: 2963.530029
	Iteration 45Q: 3 clusters Score -464243.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -464248.750000 Penalty: 2963.530029
	Iteration 46Q: 3 clusters Score -464248.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -464249.906250 Penalty: 2963.530029
	Iteration 47Q: 3 clusters Score -464249.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -464254.218750 Penalty: 2963.530029
	Iteration 48Q: 3 clusters Score -464254.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -464258.218750 Penalty: 2963.530029
	Iteration 49Q: 3 clusters Score -464258.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -464260.343750 Penalty: 2963.530029
	Iteration 50Q: 3 clusters Score -464260.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -464266.875000 Penalty: 2963.530029
	Iteration 51Q: 3 clusters Score -464266.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -464270.281250 Penalty: 2963.530029
	Iteration 52Q: 3 clusters Score -464270.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -464272.562500 Penalty: 2963.530029
	Iteration 53Q: 3 clusters Score -464272.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -464275.468750 Penalty: 2963.530029
	Iteration 54Q: 3 clusters Score -464275.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -464277.593750 Penalty: 2963.530029
	Iteration 55Q: 3 clusters Score -464277.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -464278.031250 Penalty: 2963.530029
	Iteration 56Q: 3 clusters Score -464278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -464279.437500 Penalty: 2963.530029
	Iteration 57Q: 3 clusters Score -464279.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -464279.437500 Penalty: 2963.530029
	Iteration 58F: 3 clusters Score -464279.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Entering Unmasked Estep 
Score: -65330.625000 Penalty: 1176.838379
	Iteration 0F: 2 clusters Score -65330.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -63597.343750 Penalty: 2353.676758
	Iteration 0F: 3 clusters Score -63597.34 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -63958.472656 Penalty: 2353.676758
	Iteration 1F: 3 clusters Score -63958.47 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -64060.921875 Penalty: 2353.676758
	Iteration 2F: 3 clusters Score -64060.92 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -64153.902344 Penalty: 2353.676758
	Iteration 3Q: 3 clusters Score -64153.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -64261.558594 Penalty: 2353.676758
	Iteration 4Q: 3 clusters Score -64261.56 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -64345.339844 Penalty: 2353.676758
	Iteration 5Q: 3 clusters Score -64345.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -64394.890625 Penalty: 2353.676758
	Iteration 6Q: 3 clusters Score -64394.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -64450.871094 Penalty: 2353.676758
	Iteration 7Q: 3 clusters Score -64450.87 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -64508.894531 Penalty: 2353.676758
	Iteration 8Q: 3 clusters Score -64508.89 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -64579.554688 Penalty: 2353.676758
	Iteration 9Q: 3 clusters Score -64579.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -64674.769531 Penalty: 2353.676758
	Iteration 10Q: 3 clusters Score -64674.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -64722.816406 Penalty: 2353.676758
	Iteration 11Q: 3 clusters Score -64722.82 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -64766.464844 Penalty: 2353.676758
	Iteration 12Q: 3 clusters Score -64766.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -64796.210938 Penalty: 2353.676758
	Iteration 13Q: 3 clusters Score -64796.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -64814.945312 Penalty: 2353.676758
	Iteration 14Q: 3 clusters Score -64814.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -64827.589844 Penalty: 2353.676758
	Iteration 15Q: 3 clusters Score -64827.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -64837.394531 Penalty: 2353.676758
	Iteration 16Q: 3 clusters Score -64837.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -64843.714844 Penalty: 2353.676758
	Iteration 17Q: 3 clusters Score -64843.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -64847.468750 Penalty: 2353.676758
	Iteration 18Q: 3 clusters Score -64847.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -64851.371094 Penalty: 2353.676758
	Iteration 19Q: 3 clusters Score -64851.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -64856.128906 Penalty: 2353.676758
	Iteration 20F: 3 clusters Score -64856.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -64859.335938 Penalty: 2353.676758
	Iteration 21Q: 3 clusters Score -64859.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -64864.558594 Penalty: 2353.676758
	Iteration 22Q: 3 clusters Score -64864.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -64867.308594 Penalty: 2353.676758
	Iteration 23Q: 3 clusters Score -64867.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -64870.128906 Penalty: 2353.676758
	Iteration 24Q: 3 clusters Score -64870.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -64873.222656 Penalty: 2353.676758
	Iteration 25Q: 3 clusters Score -64873.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -64874.343750 Penalty: 2353.676758
	Iteration 26Q: 3 clusters Score -64874.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -64874.570312 Penalty: 2353.676758
	Iteration 27Q: 3 clusters Score -64874.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -64874.570312 Penalty: 2353.676758
	Iteration 28F: 3 clusters Score -64874.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (71288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71288 members 
Entering Unmasked Estep 
Score: -3828169.000000 Penalty: 1815.853516
	Iteration 0F: 2 clusters Score -3828169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -3780603.250000 Penalty: 3631.707031
	Iteration 0F: 3 clusters Score -3780603 nChanged 33738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -3800642.250000 Penalty: 3631.707031
	Iteration 1F: 3 clusters Score -3800642 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -3802339.000000 Penalty: 3631.707031
	Iteration 2F: 3 clusters Score -3802339 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -3805269.000000 Penalty: 3631.707031
	Iteration 3F: 3 clusters Score -3805269 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -3809843.500000 Penalty: 3631.707031
	Iteration 4F: 3 clusters Score -3809844 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58608 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -3815568.000000 Penalty: 3631.707031
	Iteration 5F: 3 clusters Score -3815568 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63545 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -3820624.000000 Penalty: 3631.707031
	Iteration 6F: 3 clusters Score -3820624 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66641 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -3823687.500000 Penalty: 3631.707031
	Iteration 7Q: 3 clusters Score -3823688 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68223 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3825311.000000 Penalty: 3631.707031
	Iteration 8Q: 3 clusters Score -3825311 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68971 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3826160.250000 Penalty: 3631.707031
	Iteration 9Q: 3 clusters Score -3826160 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69290 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3826614.000000 Penalty: 3631.707031
	Iteration 10Q: 3 clusters Score -3826614 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69429 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3826808.000000 Penalty: 3631.707031
	Iteration 11Q: 3 clusters Score -3826808 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69506 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3826885.750000 Penalty: 3631.707031
	Iteration 12Q: 3 clusters Score -3826886 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3826960.000000 Penalty: 3631.707031
	Iteration 13Q: 3 clusters Score -3826960 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69607 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3827002.500000 Penalty: 3631.707031
	Iteration 14Q: 3 clusters Score -3827002 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69635 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3827020.250000 Penalty: 3631.707031
	Iteration 15Q: 3 clusters Score -3827020 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69659 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3827040.750000 Penalty: 3631.707031
	Iteration 16Q: 3 clusters Score -3827041 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69692 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3827060.750000 Penalty: 3631.707031
	Iteration 17Q: 3 clusters Score -3827061 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69716 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3827076.000000 Penalty: 3631.707031
	Iteration 18Q: 3 clusters Score -3827076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69733 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3827082.750000 Penalty: 3631.707031
	Iteration 19Q: 3 clusters Score -3827083 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69748 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3827094.750000 Penalty: 3631.707031
	Iteration 20F: 3 clusters Score -3827095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69771 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3827096.000000 Penalty: 3631.707031
	Iteration 21Q: 3 clusters Score -3827096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69787 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3827101.500000 Penalty: 3631.707031
	Iteration 22Q: 3 clusters Score -3827102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69799 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3827101.250000 Penalty: 3631.707031
	Iteration 23Q: 3 clusters Score -3827101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69807 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3827109.500000 Penalty: 3631.707031
	Iteration 24Q: 3 clusters Score -3827110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3827106.750000 Penalty: 3631.707031
	Iteration 25Q: 3 clusters Score -3827107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69822 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3827110.750000 Penalty: 3631.707031
	Iteration 26Q: 3 clusters Score -3827111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69830 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -3827113.000000 Penalty: 3631.707031
	Iteration 27Q: 3 clusters Score -3827113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69838 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3827118.500000 Penalty: 3631.707031
	Iteration 28Q: 3 clusters Score -3827118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69840 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3827117.000000 Penalty: 3631.707031
	Iteration 29Q: 3 clusters Score -3827117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69840 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3827117.000000 Penalty: 3631.707031
	Iteration 30F: 3 clusters Score -3827117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Entering Unmasked Estep 
Score: -125421.421875 Penalty: 1276.400024
	Iteration 0F: 2 clusters Score -125421.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -122990.226562 Penalty: 2552.800049
	Iteration 0F: 3 clusters Score -122990.2 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -123558.835938 Penalty: 2552.800049
	Iteration 1F: 3 clusters Score -123558.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -123720.390625 Penalty: 2552.800049
	Iteration 2F: 3 clusters Score -123720.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -123859.085938 Penalty: 2552.800049
	Iteration 3F: 3 clusters Score -123859.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -123961.953125 Penalty: 2552.800049
	Iteration 4Q: 3 clusters Score -123962 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -124055.562500 Penalty: 2552.800049
	Iteration 5Q: 3 clusters Score -124055.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -124154.898438 Penalty: 2552.800049
	Iteration 6Q: 3 clusters Score -124154.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -124267.273438 Penalty: 2552.800049
	Iteration 7Q: 3 clusters Score -124267.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -124398.007812 Penalty: 2552.800049
	Iteration 8Q: 3 clusters Score -124398 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -124540.289062 Penalty: 2552.800049
	Iteration 9Q: 3 clusters Score -124540.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -124682.125000 Penalty: 2552.800049
	Iteration 10Q: 3 clusters Score -124682.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -124772.851562 Penalty: 2552.800049
	Iteration 11Q: 3 clusters Score -124772.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -124818.492188 Penalty: 2552.800049
	Iteration 12Q: 3 clusters Score -124818.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -124847.156250 Penalty: 2552.800049
	Iteration 13Q: 3 clusters Score -124847.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -124872.617188 Penalty: 2552.800049
	Iteration 14Q: 3 clusters Score -124872.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -124893.835938 Penalty: 2552.800049
	Iteration 15Q: 3 clusters Score -124893.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -124921.101562 Penalty: 2552.800049
	Iteration 16Q: 3 clusters Score -124921.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -124942.328125 Penalty: 2552.800049
	Iteration 17Q: 3 clusters Score -124942.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -124956.812500 Penalty: 2552.800049
	Iteration 18Q: 3 clusters Score -124956.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -124972.546875 Penalty: 2552.800049
	Iteration 19Q: 3 clusters Score -124972.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -124988.937500 Penalty: 2552.800049
	Iteration 20F: 3 clusters Score -124988.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -125007.820312 Penalty: 2552.800049
	Iteration 21Q: 3 clusters Score -125007.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -125026.195312 Penalty: 2552.800049
	Iteration 22Q: 3 clusters Score -125026.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -125036.523438 Penalty: 2552.800049
	Iteration 23Q: 3 clusters Score -125036.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -125044.289062 Penalty: 2552.800049
	Iteration 24Q: 3 clusters Score -125044.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -125047.242188 Penalty: 2552.800049
	Iteration 25Q: 3 clusters Score -125047.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -125049.226562 Penalty: 2552.800049
	Iteration 26Q: 3 clusters Score -125049.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -125051.531250 Penalty: 2552.800049
	Iteration 27Q: 3 clusters Score -125051.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -125051.867188 Penalty: 2552.800049
	Iteration 28Q: 3 clusters Score -125051.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -125051.867188 Penalty: 2552.800049
	Iteration 29F: 3 clusters Score -125051.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (92435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92435 members 
Entering Unmasked Estep 
Score: -4908219.500000 Penalty: 1858.067505
	Iteration 0F: 2 clusters Score -4908220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -4846549.000000 Penalty: 3716.135010
	Iteration 0F: 3 clusters Score -4846549 nChanged 44023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -4872337.000000 Penalty: 3716.135010
	Iteration 1F: 3 clusters Score -4872337 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -4873504.000000 Penalty: 3716.135010
	Iteration 2Q: 3 clusters Score -4873504 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -4875032.000000 Penalty: 3716.135010
	Iteration 3Q: 3 clusters Score -4875032 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -4877175.000000 Penalty: 3716.135010
	Iteration 4Q: 3 clusters Score -4877175 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -4879692.500000 Penalty: 3716.135010
	Iteration 5F: 3 clusters Score -4879692 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -4882272.500000 Penalty: 3716.135010
	Iteration 6F: 3 clusters Score -4882272 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -4884684.500000 Penalty: 3716.135010
	Iteration 7F: 3 clusters Score -4884684 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -4886977.500000 Penalty: 3716.135010
	Iteration 8Q: 3 clusters Score -4886978 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -4888872.000000 Penalty: 3716.135010
	Iteration 9Q: 3 clusters Score -4888872 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -4890394.500000 Penalty: 3716.135010
	Iteration 10Q: 3 clusters Score -4890394 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -4891592.500000 Penalty: 3716.135010
	Iteration 11Q: 3 clusters Score -4891592 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51177 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -4892355.500000 Penalty: 3716.135010
	Iteration 12Q: 3 clusters Score -4892356 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -4892754.000000 Penalty: 3716.135010
	Iteration 13Q: 3 clusters Score -4892754 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -4893026.500000 Penalty: 3716.135010
	Iteration 14Q: 3 clusters Score -4893026 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51183 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -4893173.500000 Penalty: 3716.135010
	Iteration 15Q: 3 clusters Score -4893174 nChanged 862
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4893288 nChanged 784
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51137 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4893406 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4893501 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4893540 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4893654 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4893726 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4893826 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50285 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4893890 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50036 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4893966 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4894061 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4894180 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4894256 nChanged 743
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4894380 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48074 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4894510 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4894602 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4894674 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4894808 nChanged 829
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4894970 nChanged 856
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Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4895168 nChanged 929
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4895367 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4895552 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4895754 nChanged 1068
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4895964 nChanged 1092
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4896191 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4896492 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 54261 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4896806 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 55569 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4897138 nChanged 1376
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 56923 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4897570 nChanged 1401
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Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 58298 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4897905 nChanged 1403
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Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4898324 nChanged 1483
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Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 61158 members 
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	Iteration 46Q: 3 clusters Score -4898759 nChanged 1489
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Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 62645 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4899208 nChanged 1572
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4899679 nChanged 1640
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Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 65853 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4900201 nChanged 1601
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 67452 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4900714 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 69018 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4901244 nChanged 1547
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 70565 members 
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	Iteration 52Q: 3 clusters Score -4901686 nChanged 1480
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 72041 members 
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	Iteration 53Q: 3 clusters Score -4902173 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 73358 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4902558 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 74659 members 
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	Iteration 55Q: 3 clusters Score -4902928 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 75899 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4903314 nChanged 1210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 77107 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4903645 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 78242 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4903948 nChanged 1049
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 79291 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4904276 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 80287 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4904570 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 81272 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4904896 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 82177 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4905151 nChanged 856
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 83033 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4905399 nChanged 810
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Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 83843 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4905594 nChanged 697
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Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 84540 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4905760 nChanged 635
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 85175 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4905928 nChanged 587
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 85762 members 
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	Iteration 67Q: 3 clusters Score -4906066 nChanged 528
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Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 86290 members 
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	Iteration 68Q: 3 clusters Score -4906201 nChanged 424
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Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 86714 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4906312 nChanged 370
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Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 87084 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4906390 nChanged 312
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Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 87394 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4906481 nChanged 291
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Mstep: Class 1 contains 4752 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4906524 nChanged 229
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Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 87910 members 
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	Iteration 73Q: 3 clusters Score -4906580 nChanged 218
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Mstep: Class 1 contains 4311 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4906622 nChanged 189
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Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 88309 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4906648 nChanged 167
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Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 88474 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4906683 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3820 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4906712 nChanged 143
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Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 88756 members 
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	Iteration 78Q: 3 clusters Score -4906735 nChanged 137
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Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 88891 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4906772 nChanged 136
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Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 89019 members 
Entering Unmasked Estep 
Score: -4906804.000000 Penalty: 3716.135010
	Iteration 80F: 3 clusters Score -4906804 nChanged 107
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Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 89120 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4906800 nChanged 102
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Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 89212 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4906810 nChanged 109
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Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 89305 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4906818 nChanged 93
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Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 89378 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4906828 nChanged 61
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Mstep: Class 1 contains 3000 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4906851 nChanged 60
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Mstep: Class 1 contains 2946 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4906858 nChanged 48
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	Iteration 87Q: 3 clusters Score -4906860 nChanged 38
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	Iteration 88Q: 3 clusters Score -4906872 nChanged 37
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	Iteration 89Q: 3 clusters Score -4906864 nChanged 41
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	Iteration 90Q: 3 clusters Score -4906868 nChanged 46
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Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 89677 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4906872 nChanged 74
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4906875 nChanged 67
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4906898 nChanged 71
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	Iteration 94Q: 3 clusters Score -4906946 nChanged 60
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Mstep: Class 1 contains 2560 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4906944 nChanged 50
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	Iteration 96Q: 3 clusters Score -4906947 nChanged 48
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Mstep: Class 1 contains 2498 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4906963 nChanged 47
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4906960 nChanged 52
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	Iteration 99Q: 3 clusters Score -4906966 nChanged 49
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4906978 nChanged 40
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4906976 nChanged 28
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Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 90079 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4906995 nChanged 35
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4907011 nChanged 35
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4907031 nChanged 35
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4907025 nChanged 27
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	Iteration 106Q: 3 clusters Score -4907028 nChanged 24
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4907034 nChanged 22
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4907043 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 90217 members 
Entering Unmasked Estep 
Score: -4907038.000000 Penalty: 3716.135010
	Iteration 109Q: 3 clusters Score -4907038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 90225 members 
Entering Unmasked Estep 
Score: -4907052.000000 Penalty: 3716.135010
	Iteration 110Q: 3 clusters Score -4907052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 90228 members 
Entering Unmasked Estep 
Score: -4907058.500000 Penalty: 3716.135010
	Iteration 111Q: 3 clusters Score -4907058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 90231 members 
Entering Unmasked Estep 
Score: -4907051.000000 Penalty: 3716.135010
	Iteration 112Q: 3 clusters Score -4907051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 90238 members 
Entering Unmasked Estep 
Score: -4907043.500000 Penalty: 3716.135010
	Iteration 113Q: 3 clusters Score -4907044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 90240 members 
Entering Unmasked Estep 
Score: -4907050.000000 Penalty: 3716.135010
	Iteration 114Q: 3 clusters Score -4907050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 90238 members 
Entering Unmasked Estep 
Score: -4907051.000000 Penalty: 3716.135010
	Iteration 115Q: 3 clusters Score -4907051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 90237 members 
Entering Unmasked Estep 
Score: -4907051.000000 Penalty: 3716.135010
	Iteration 116Q: 3 clusters Score -4907051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 90238 members 
Entering Unmasked Estep 
Score: -4907050.000000 Penalty: 3716.135010
	Iteration 117Q: 3 clusters Score -4907050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 90232 members 
Entering Unmasked Estep 
Score: -4907060.500000 Penalty: 3716.135010
	Iteration 118Q: 3 clusters Score -4907060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 90228 members 
Entering Unmasked Estep 
Score: -4907065.000000 Penalty: 3716.135010
	Iteration 119Q: 3 clusters Score -4907065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 90230 members 
Entering Unmasked Estep 
Score: -4907061.000000 Penalty: 3716.135010
	Iteration 120F: 3 clusters Score -4907061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 90228 members 
Entering Unmasked Estep 
Score: -4907069.500000 Penalty: 3716.135010
	Iteration 121Q: 3 clusters Score -4907070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 90232 members 
Entering Unmasked Estep 
Score: -4907069.000000 Penalty: 3716.135010
	Iteration 122Q: 3 clusters Score -4907069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 90241 members 
Entering Unmasked Estep 
Score: -4907064.500000 Penalty: 3716.135010
	Iteration 123Q: 3 clusters Score -4907064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 90249 members 
Entering Unmasked Estep 
Score: -4907071.000000 Penalty: 3716.135010
	Iteration 124Q: 3 clusters Score -4907071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 90261 members 
Entering Unmasked Estep 
Score: -4907068.500000 Penalty: 3716.135010
	Iteration 125Q: 3 clusters Score -4907068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 90261 members 
Entering Unmasked Estep 
Score: -4907083.500000 Penalty: 3716.135010
	Iteration 126Q: 3 clusters Score -4907084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 90266 members 
Entering Unmasked Estep 
Score: -4907088.000000 Penalty: 3716.135010
	Iteration 127Q: 3 clusters Score -4907088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 90265 members 
Entering Unmasked Estep 
Score: -4907087.000000 Penalty: 3716.135010
	Iteration 128Q: 3 clusters Score -4907087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 90263 members 
Entering Unmasked Estep 
Score: -4907086.000000 Penalty: 3716.135010
	Iteration 129Q: 3 clusters Score -4907086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 90264 members 
Entering Unmasked Estep 
Score: -4907099.000000 Penalty: 3716.135010
	Iteration 130Q: 3 clusters Score -4907099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 90270 members 
Entering Unmasked Estep 
Score: -4907098.500000 Penalty: 3716.135010
	Iteration 131Q: 3 clusters Score -4907098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 90276 members 
Entering Unmasked Estep 
Score: -4907105.000000 Penalty: 3716.135010
	Iteration 132Q: 3 clusters Score -4907105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 90287 members 
Entering Unmasked Estep 
Score: -4907103.500000 Penalty: 3716.135010
	Iteration 133Q: 3 clusters Score -4907104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 90294 members 
Entering Unmasked Estep 
Score: -4907116.000000 Penalty: 3716.135010
	Iteration 134Q: 3 clusters Score -4907116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 90308 members 
Entering Unmasked Estep 
Score: -4907113.500000 Penalty: 3716.135010
	Iteration 135Q: 3 clusters Score -4907114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 90315 members 
Entering Unmasked Estep 
Score: -4907114.500000 Penalty: 3716.135010
	Iteration 136Q: 3 clusters Score -4907114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 90320 members 
Entering Unmasked Estep 
Score: -4907117.000000 Penalty: 3716.135010
	Iteration 137Q: 3 clusters Score -4907117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 90331 members 
Entering Unmasked Estep 
Score: -4907116.000000 Penalty: 3716.135010
	Iteration 138Q: 3 clusters Score -4907116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 90355 members 
Entering Unmasked Estep 
Score: -4907123.500000 Penalty: 3716.135010
	Iteration 139Q: 3 clusters Score -4907124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 90375 members 
Entering Unmasked Estep 
Score: -4907135.500000 Penalty: 3716.135010
	Iteration 140F: 3 clusters Score -4907136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 90390 members 
Entering Unmasked Estep 
Score: -4907132.500000 Penalty: 3716.135010
	Iteration 141Q: 3 clusters Score -4907132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 90402 members 
Entering Unmasked Estep 
Score: -4907139.000000 Penalty: 3716.135010
	Iteration 142Q: 3 clusters Score -4907139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 90405 members 
Entering Unmasked Estep 
Score: -4907135.000000 Penalty: 3716.135010
	Iteration 143Q: 3 clusters Score -4907135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 90419 members 
Entering Unmasked Estep 
Score: -4907141.000000 Penalty: 3716.135010
	Iteration 144Q: 3 clusters Score -4907141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 90429 members 
Entering Unmasked Estep 
Score: -4907141.500000 Penalty: 3716.135010
	Iteration 145Q: 3 clusters Score -4907142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 90433 members 
Entering Unmasked Estep 
Score: -4907149.000000 Penalty: 3716.135010
	Iteration 146Q: 3 clusters Score -4907149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 90445 members 
Entering Unmasked Estep 
Score: -4907153.000000 Penalty: 3716.135010
	Iteration 147Q: 3 clusters Score -4907153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 90451 members 
Entering Unmasked Estep 
Score: -4907159.000000 Penalty: 3716.135010
	Iteration 148Q: 3 clusters Score -4907159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 90457 members 
Entering Unmasked Estep 
Score: -4907163.000000 Penalty: 3716.135010
	Iteration 149Q: 3 clusters Score -4907163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 90459 members 
Entering Unmasked Estep 
Score: -4907156.500000 Penalty: 3716.135010
	Iteration 150Q: 3 clusters Score -4907156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 90459 members 
Entering Unmasked Estep 
Score: -4907159.000000 Penalty: 3716.135010
	Iteration 151Q: 3 clusters Score -4907159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 90460 members 
Entering Unmasked Estep 
Score: -4907168.500000 Penalty: 3716.135010
	Iteration 152Q: 3 clusters Score -4907168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 90461 members 
Entering Unmasked Estep 
Score: -4907170.500000 Penalty: 3716.135010
	Iteration 153Q: 3 clusters Score -4907170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 90463 members 
Entering Unmasked Estep 
Score: -4907170.000000 Penalty: 3716.135010
	Iteration 154Q: 3 clusters Score -4907170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 90466 members 
Entering Unmasked Estep 
Score: -4907169.000000 Penalty: 3716.135010
	Iteration 155Q: 3 clusters Score -4907169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 90468 members 
Entering Unmasked Estep 
Score: -4907172.000000 Penalty: 3716.135010
	Iteration 156Q: 3 clusters Score -4907172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 90466 members 
Entering Unmasked Estep 
Score: -4907179.000000 Penalty: 3716.135010
	Iteration 157Q: 3 clusters Score -4907179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 90469 members 
Entering Unmasked Estep 
Score: -4907177.000000 Penalty: 3716.135010
	Iteration 158Q: 3 clusters Score -4907177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 90472 members 
Entering Unmasked Estep 
Score: -4907181.500000 Penalty: 3716.135010
	Iteration 159Q: 3 clusters Score -4907182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 90471 members 
Entering Unmasked Estep 
Score: -4907178.000000 Penalty: 3716.135010
	Iteration 160F: 3 clusters Score -4907178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 90471 members 
Entering Unmasked Estep 
Score: -4907175.000000 Penalty: 3716.135010
	Iteration 161Q: 3 clusters Score -4907175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 90473 members 
Entering Unmasked Estep 
Score: -4907181.500000 Penalty: 3716.135010
	Iteration 162Q: 3 clusters Score -4907182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 90473 members 
Entering Unmasked Estep 
Score: -4907181.500000 Penalty: 3716.135010
	Iteration 163F: 3 clusters Score -4907182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Entering Unmasked Estep 
Score: -61110.894531 Penalty: 1178.573853
	Iteration 0F: 2 clusters Score -61110.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -59391.316406 Penalty: 2357.147705
	Iteration 0F: 3 clusters Score -59391.32 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -59881.625000 Penalty: 2357.147705
	Iteration 1F: 3 clusters Score -59881.62 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -60091.953125 Penalty: 2357.147705
	Iteration 2F: 3 clusters Score -60091.95 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -60266.558594 Penalty: 2357.147705
	Iteration 3F: 3 clusters Score -60266.56 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -60414.808594 Penalty: 2357.147705
	Iteration 4F: 3 clusters Score -60414.81 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -60563.312500 Penalty: 2357.147705
	Iteration 5Q: 3 clusters Score -60563.31 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -60721.257812 Penalty: 2357.147705
	Iteration 6Q: 3 clusters Score -60721.26 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -60874.515625 Penalty: 2357.147705
	Iteration 7Q: 3 clusters Score -60874.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -61056.855469 Penalty: 2357.147705
	Iteration 8Q: 3 clusters Score -61056.86 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -61152.144531 Penalty: 2357.147705
	Iteration 9Q: 3 clusters Score -61152.14 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -61203.273438 Penalty: 2357.147705
	Iteration 10Q: 3 clusters Score -61203.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -61221.878906 Penalty: 2357.147705
	Iteration 11Q: 3 clusters Score -61221.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -61229.660156 Penalty: 2357.147705
	Iteration 12Q: 3 clusters Score -61229.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -61233.257812 Penalty: 2357.147705
	Iteration 13Q: 3 clusters Score -61233.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -61236.023438 Penalty: 2357.147705
	Iteration 14Q: 3 clusters Score -61236.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -61245.472656 Penalty: 2357.147705
	Iteration 15Q: 3 clusters Score -61245.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -61248.328125 Penalty: 2357.147705
	Iteration 16Q: 3 clusters Score -61248.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -61249.800781 Penalty: 2357.147705
	Iteration 17Q: 3 clusters Score -61249.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -61249.800781 Penalty: 2357.147705
	Iteration 18F: 3 clusters Score -61249.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4369 members 
Mstep: Class 3 contains 1930 members 
Mstep: Class 4 contains 18099 members 
Mstep: Class 5 contains 8248 members 
Mstep: Class 6 contains 10631 members 
Mstep: Class 7 contains 25650 members 
Mstep: Class 8 contains 262639 members 
Mstep: Class 9 contains 2084 members 
Mstep: Class 10 contains 9283 members 
Mstep: Class 11 contains 9123 members 
Mstep: Class 12 contains 1397 members 
Mstep: Class 13 contains 71288 members 
Mstep: Class 14 contains 2578 members 
Mstep: Class 15 contains 92435 members 
Mstep: Class 16 contains 489 members 
Mstep: Class 17 contains 29916 members 
Mstep: Class 18 contains 2322 members 
Mstep: Class 19 contains 9394 members 
Mstep: Class 20 contains 16961 members 
Mstep: Class 21 contains 77575 members 
Mstep: Class 22 contains 13516 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 5216 members 
Mstep: Class 25 contains 28577 members 
Mstep: Class 26 contains 923 members 
Entering Unmasked Estep 
Score: -35912520.000000 Penalty: 56928.328125
Splitting cluster 16 changes total score from -35905996.000000 to -35912520.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (29916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Entering Unmasked Estep 
Score: -1543298.875000 Penalty: 1674.749146
	Iteration 0F: 2 clusters Score -1543299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1523368.125000 Penalty: 3349.498291
	Iteration 0F: 3 clusters Score -1523368 nChanged 13689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -1530891.375000 Penalty: 3349.498291
	Iteration 1F: 3 clusters Score -1530891 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -1531335.125000 Penalty: 3349.498291
	Iteration 2Q: 3 clusters Score -1531335 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -1531793.625000 Penalty: 3349.498291
	Iteration 3Q: 3 clusters Score -1531794 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -1532418.750000 Penalty: 3349.498291
	Iteration 4Q: 3 clusters Score -1532419 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -1533286.250000 Penalty: 3349.498291
	Iteration 5F: 3 clusters Score -1533286 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -1534489.250000 Penalty: 3349.498291
	Iteration 6F: 3 clusters Score -1534489 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -1536023.875000 Penalty: 3349.498291
	Iteration 7F: 3 clusters Score -1536024 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -1537694.500000 Penalty: 3349.498291
	Iteration 8F: 3 clusters Score -1537694 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -1539251.125000 Penalty: 3349.498291
	Iteration 9F: 3 clusters Score -1539251 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -1540378.125000 Penalty: 3349.498291
	Iteration 10Q: 3 clusters Score -1540378 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -1541056.750000 Penalty: 3349.498291
	Iteration 11Q: 3 clusters Score -1541057 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -1541424.875000 Penalty: 3349.498291
	Iteration 12Q: 3 clusters Score -1541425 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -1541624.750000 Penalty: 3349.498291
	Iteration 13Q: 3 clusters Score -1541625 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -1541736.875000 Penalty: 3349.498291
	Iteration 14Q: 3 clusters Score -1541737 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -1541792.000000 Penalty: 3349.498291
	Iteration 15Q: 3 clusters Score -1541792 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -1541833.125000 Penalty: 3349.498291
	Iteration 16Q: 3 clusters Score -1541833 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -1541849.375000 Penalty: 3349.498291
	Iteration 17Q: 3 clusters Score -1541849 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -1541867.250000 Penalty: 3349.498291
	Iteration 18Q: 3 clusters Score -1541867 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -1541887.625000 Penalty: 3349.498291
	Iteration 19Q: 3 clusters Score -1541888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -1541906.375000 Penalty: 3349.498291
	Iteration 20F: 3 clusters Score -1541906 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -1541926.125000 Penalty: 3349.498291
	Iteration 21Q: 3 clusters Score -1541926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -1541938.625000 Penalty: 3349.498291
	Iteration 22Q: 3 clusters Score -1541939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -1541945.000000 Penalty: 3349.498291
	Iteration 23Q: 3 clusters Score -1541945 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -1541956.125000 Penalty: 3349.498291
	Iteration 24Q: 3 clusters Score -1541956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -1541967.625000 Penalty: 3349.498291
	Iteration 25Q: 3 clusters Score -1541968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -1541977.250000 Penalty: 3349.498291
	Iteration 26Q: 3 clusters Score -1541977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -1541983.750000 Penalty: 3349.498291
	Iteration 27Q: 3 clusters Score -1541984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -1541991.500000 Penalty: 3349.498291
	Iteration 28Q: 3 clusters Score -1541992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -1541996.375000 Penalty: 3349.498291
	Iteration 29Q: 3 clusters Score -1541996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -1541996.500000 Penalty: 3349.498291
	Iteration 30Q: 3 clusters Score -1541996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -1542003.000000 Penalty: 3349.498291
	Iteration 31Q: 3 clusters Score -1542003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -1542007.875000 Penalty: 3349.498291
	Iteration 32Q: 3 clusters Score -1542008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -1542011.500000 Penalty: 3349.498291
	Iteration 33Q: 3 clusters Score -1542012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -1542012.500000 Penalty: 3349.498291
	Iteration 34Q: 3 clusters Score -1542012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -1542015.000000 Penalty: 3349.498291
	Iteration 35Q: 3 clusters Score -1542015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -1542021.000000 Penalty: 3349.498291
	Iteration 36Q: 3 clusters Score -1542021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -1542019.750000 Penalty: 3349.498291
	Iteration 37Q: 3 clusters Score -1542020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -1542022.125000 Penalty: 3349.498291
	Iteration 38Q: 3 clusters Score -1542022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -1542024.000000 Penalty: 3349.498291
	Iteration 39Q: 3 clusters Score -1542024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -1542024.000000 Penalty: 3349.498291
	Iteration 40F: 3 clusters Score -1542024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Entering Unmasked Estep 
Score: -87652.179688 Penalty: 1259.404907
	Iteration 0F: 2 clusters Score -87652.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -85356.945312 Penalty: 2518.809814
	Iteration 0F: 3 clusters Score -85356.95 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -85976.109375 Penalty: 2518.809814
	Iteration 1F: 3 clusters Score -85976.11 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -86180.781250 Penalty: 2518.809814
	Iteration 2F: 3 clusters Score -86180.78 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -86281.796875 Penalty: 2518.809814
	Iteration 3F: 3 clusters Score -86281.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -86329.664062 Penalty: 2518.809814
	Iteration 4Q: 3 clusters Score -86329.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -86367.195312 Penalty: 2518.809814
	Iteration 5Q: 3 clusters Score -86367.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -86392.359375 Penalty: 2518.809814
	Iteration 6Q: 3 clusters Score -86392.36 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -86409.718750 Penalty: 2518.809814
	Iteration 7Q: 3 clusters Score -86409.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -86427.546875 Penalty: 2518.809814
	Iteration 8Q: 3 clusters Score -86427.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -86442.726562 Penalty: 2518.809814
	Iteration 9Q: 3 clusters Score -86442.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -86451.367188 Penalty: 2518.809814
	Iteration 10Q: 3 clusters Score -86451.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -86461.632812 Penalty: 2518.809814
	Iteration 11Q: 3 clusters Score -86461.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -86475.015625 Penalty: 2518.809814
	Iteration 12Q: 3 clusters Score -86475.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -86485.546875 Penalty: 2518.809814
	Iteration 13Q: 3 clusters Score -86485.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -86497.546875 Penalty: 2518.809814
	Iteration 14Q: 3 clusters Score -86497.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -86502.578125 Penalty: 2518.809814
	Iteration 15Q: 3 clusters Score -86502.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -86507.343750 Penalty: 2518.809814
	Iteration 16Q: 3 clusters Score -86507.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -86512.203125 Penalty: 2518.809814
	Iteration 17Q: 3 clusters Score -86512.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -86518.773438 Penalty: 2518.809814
	Iteration 18Q: 3 clusters Score -86518.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -86522.976562 Penalty: 2518.809814
	Iteration 19Q: 3 clusters Score -86522.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -86526.875000 Penalty: 2518.809814
	Iteration 20F: 3 clusters Score -86526.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -86532.414062 Penalty: 2518.809814
	Iteration 21Q: 3 clusters Score -86532.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -86537.203125 Penalty: 2518.809814
	Iteration 22Q: 3 clusters Score -86537.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -86547.742188 Penalty: 2518.809814
	Iteration 23Q: 3 clusters Score -86547.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -86554.992188 Penalty: 2518.809814
	Iteration 24Q: 3 clusters Score -86554.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -86561.351562 Penalty: 2518.809814
	Iteration 25Q: 3 clusters Score -86561.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -86568.703125 Penalty: 2518.809814
	Iteration 26Q: 3 clusters Score -86568.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -86575.421875 Penalty: 2518.809814
	Iteration 27Q: 3 clusters Score -86575.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -86578.828125 Penalty: 2518.809814
	Iteration 28Q: 3 clusters Score -86578.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -86580.421875 Penalty: 2518.809814
	Iteration 29Q: 3 clusters Score -86580.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -86582.179688 Penalty: 2518.809814
	Iteration 30Q: 3 clusters Score -86582.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -86583.156250 Penalty: 2518.809814
	Iteration 31Q: 3 clusters Score -86583.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -86584.773438 Penalty: 2518.809814
	Iteration 32Q: 3 clusters Score -86584.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -86587.351562 Penalty: 2518.809814
	Iteration 33Q: 3 clusters Score -86587.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -86589.578125 Penalty: 2518.809814
	Iteration 34Q: 3 clusters Score -86589.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -86591.984375 Penalty: 2518.809814
	Iteration 35Q: 3 clusters Score -86591.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -86594.281250 Penalty: 2518.809814
	Iteration 36Q: 3 clusters Score -86594.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -86595.304688 Penalty: 2518.809814
	Iteration 37Q: 3 clusters Score -86595.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -86597.406250 Penalty: 2518.809814
	Iteration 38Q: 3 clusters Score -86597.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -86599.015625 Penalty: 2518.809814
	Iteration 39Q: 3 clusters Score -86599.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -86600.468750 Penalty: 2518.809814
	Iteration 40F: 3 clusters Score -86600.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -86602.039062 Penalty: 2518.809814
	Iteration 41Q: 3 clusters Score -86602.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -86603.578125 Penalty: 2518.809814
	Iteration 42Q: 3 clusters Score -86603.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -86604.945312 Penalty: 2518.809814
	Iteration 43Q: 3 clusters Score -86604.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -86607.335938 Penalty: 2518.809814
	Iteration 44Q: 3 clusters Score -86607.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -86613.757812 Penalty: 2518.809814
	Iteration 45Q: 3 clusters Score -86613.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -86618.500000 Penalty: 2518.809814
	Iteration 46Q: 3 clusters Score -86618.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -86622.007812 Penalty: 2518.809814
	Iteration 47Q: 3 clusters Score -86622.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -86625.507812 Penalty: 2518.809814
	Iteration 48Q: 3 clusters Score -86625.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -86628.296875 Penalty: 2518.809814
	Iteration 49Q: 3 clusters Score -86628.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -86629.007812 Penalty: 2518.809814
	Iteration 50Q: 3 clusters Score -86629.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -86630.117188 Penalty: 2518.809814
	Iteration 51Q: 3 clusters Score -86630.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -86632.367188 Penalty: 2518.809814
	Iteration 52Q: 3 clusters Score -86632.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -86636.960938 Penalty: 2518.809814
	Iteration 53Q: 3 clusters Score -86636.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -86645.382812 Penalty: 2518.809814
	Iteration 54Q: 3 clusters Score -86645.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -86652.054688 Penalty: 2518.809814
	Iteration 55Q: 3 clusters Score -86652.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -86660.226562 Penalty: 2518.809814
	Iteration 56Q: 3 clusters Score -86660.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -86669.359375 Penalty: 2518.809814
	Iteration 57Q: 3 clusters Score -86669.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -86677.031250 Penalty: 2518.809814
	Iteration 58Q: 3 clusters Score -86677.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -86692.109375 Penalty: 2518.809814
	Iteration 59Q: 3 clusters Score -86692.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -86698.960938 Penalty: 2518.809814
	Iteration 60F: 3 clusters Score -86698.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -86703.164062 Penalty: 2518.809814
	Iteration 61Q: 3 clusters Score -86703.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -86708.562500 Penalty: 2518.809814
	Iteration 62Q: 3 clusters Score -86708.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -86716.875000 Penalty: 2518.809814
	Iteration 63Q: 3 clusters Score -86716.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -86729.195312 Penalty: 2518.809814
	Iteration 64Q: 3 clusters Score -86729.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -86741.312500 Penalty: 2518.809814
	Iteration 65Q: 3 clusters Score -86741.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -86750.468750 Penalty: 2518.809814
	Iteration 66Q: 3 clusters Score -86750.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -86758.976562 Penalty: 2518.809814
	Iteration 67Q: 3 clusters Score -86758.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -86766.734375 Penalty: 2518.809814
	Iteration 68Q: 3 clusters Score -86766.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -86773.320312 Penalty: 2518.809814
	Iteration 69Q: 3 clusters Score -86773.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -86779.484375 Penalty: 2518.809814
	Iteration 70Q: 3 clusters Score -86779.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -86784.039062 Penalty: 2518.809814
	Iteration 71Q: 3 clusters Score -86784.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -86788.281250 Penalty: 2518.809814
	Iteration 72Q: 3 clusters Score -86788.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -86790.296875 Penalty: 2518.809814
	Iteration 73Q: 3 clusters Score -86790.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -86791.007812 Penalty: 2518.809814
	Iteration 74Q: 3 clusters Score -86791.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -86791.554688 Penalty: 2518.809814
	Iteration 75Q: 3 clusters Score -86791.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -86791.875000 Penalty: 2518.809814
	Iteration 76Q: 3 clusters Score -86791.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -86792.109375 Penalty: 2518.809814
	Iteration 77Q: 3 clusters Score -86792.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -86792.460938 Penalty: 2518.809814
	Iteration 78Q: 3 clusters Score -86792.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -86793.421875 Penalty: 2518.809814
	Iteration 79Q: 3 clusters Score -86793.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -86794.539062 Penalty: 2518.809814
	Iteration 80F: 3 clusters Score -86794.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -86795.570312 Penalty: 2518.809814
	Iteration 81Q: 3 clusters Score -86795.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -86796.578125 Penalty: 2518.809814
	Iteration 82Q: 3 clusters Score -86796.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -86797.226562 Penalty: 2518.809814
	Iteration 83Q: 3 clusters Score -86797.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -86797.320312 Penalty: 2518.809814
	Iteration 84Q: 3 clusters Score -86797.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -86797.648438 Penalty: 2518.809814
	Iteration 85Q: 3 clusters Score -86797.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -86797.648438 Penalty: 2518.809814
	Iteration 86F: 3 clusters Score -86797.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Entering Unmasked Estep 
Score: -431589.125000 Penalty: 1486.521729
	Iteration 0F: 2 clusters Score -431589.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -424760.093750 Penalty: 2973.043457
	Iteration 0F: 3 clusters Score -424760.1 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -427041.125000 Penalty: 2973.043457
	Iteration 1F: 3 clusters Score -427041.1 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -427368.156250 Penalty: 2973.043457
	Iteration 2F: 3 clusters Score -427368.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -427721.656250 Penalty: 2973.043457
	Iteration 3F: 3 clusters Score -427721.7 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -428100.562500 Penalty: 2973.043457
	Iteration 4F: 3 clusters Score -428100.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -428504.906250 Penalty: 2973.043457
	Iteration 5F: 3 clusters Score -428504.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -428904.156250 Penalty: 2973.043457
	Iteration 6F: 3 clusters Score -428904.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -429237.437500 Penalty: 2973.043457
	Iteration 7Q: 3 clusters Score -429237.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -429524.281250 Penalty: 2973.043457
	Iteration 8Q: 3 clusters Score -429524.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -429743.968750 Penalty: 2973.043457
	Iteration 9Q: 3 clusters Score -429744 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -429913.562500 Penalty: 2973.043457
	Iteration 10Q: 3 clusters Score -429913.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -430031.656250 Penalty: 2973.043457
	Iteration 11Q: 3 clusters Score -430031.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -430133.468750 Penalty: 2973.043457
	Iteration 12Q: 3 clusters Score -430133.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -430202.687500 Penalty: 2973.043457
	Iteration 13Q: 3 clusters Score -430202.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -430250.437500 Penalty: 2973.043457
	Iteration 14Q: 3 clusters Score -430250.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -430281.000000 Penalty: 2973.043457
	Iteration 15Q: 3 clusters Score -430281 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -430298.937500 Penalty: 2973.043457
	Iteration 16Q: 3 clusters Score -430298.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -430306.281250 Penalty: 2973.043457
	Iteration 17Q: 3 clusters Score -430306.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -430311.656250 Penalty: 2973.043457
	Iteration 18Q: 3 clusters Score -430311.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -430318.812500 Penalty: 2973.043457
	Iteration 19Q: 3 clusters Score -430318.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -430325.000000 Penalty: 2973.043457
	Iteration 20F: 3 clusters Score -430325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -430325.281250 Penalty: 2973.043457
	Iteration 21Q: 3 clusters Score -430325.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -430325.125000 Penalty: 2973.043457
	Iteration 22Q: 3 clusters Score -430325.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -430326.343750 Penalty: 2973.043457
	Iteration 23Q: 3 clusters Score -430326.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -430326.343750 Penalty: 2973.043457
	Iteration 24F: 3 clusters Score -430326.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Entering Unmasked Estep 
Score: -908129.000000 Penalty: 1582.534302
	Iteration 0F: 2 clusters Score -908129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -896386.000000 Penalty: 3165.068604
	Iteration 0F: 3 clusters Score -896386 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -900380.437500 Penalty: 3165.068604
	Iteration 1F: 3 clusters Score -900380.4 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -900792.250000 Penalty: 3165.068604
	Iteration 2F: 3 clusters Score -900792.2 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -901270.312500 Penalty: 3165.068604
	Iteration 3F: 3 clusters Score -901270.3 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -901842.875000 Penalty: 3165.068604
	Iteration 4F: 3 clusters Score -901842.9 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -902563.875000 Penalty: 3165.068604
	Iteration 5F: 3 clusters Score -902563.9 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -903333.000000 Penalty: 3165.068604
	Iteration 6F: 3 clusters Score -903333 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -904102.562500 Penalty: 3165.068604
	Iteration 7F: 3 clusters Score -904102.6 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -904829.812500 Penalty: 3165.068604
	Iteration 8F: 3 clusters Score -904829.8 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -905425.937500 Penalty: 3165.068604
	Iteration 9F: 3 clusters Score -905425.9 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -905845.312500 Penalty: 3165.068604
	Iteration 10Q: 3 clusters Score -905845.3 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -906083.562500 Penalty: 3165.068604
	Iteration 11Q: 3 clusters Score -906083.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -906222.687500 Penalty: 3165.068604
	Iteration 12Q: 3 clusters Score -906222.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -906312.250000 Penalty: 3165.068604
	Iteration 13Q: 3 clusters Score -906312.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -906378.687500 Penalty: 3165.068604
	Iteration 14Q: 3 clusters Score -906378.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -906435.250000 Penalty: 3165.068604
	Iteration 15Q: 3 clusters Score -906435.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -906493.125000 Penalty: 3165.068604
	Iteration 16Q: 3 clusters Score -906493.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -906549.125000 Penalty: 3165.068604
	Iteration 17Q: 3 clusters Score -906549.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -906598.937500 Penalty: 3165.068604
	Iteration 18Q: 3 clusters Score -906598.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -906654.687500 Penalty: 3165.068604
	Iteration 19Q: 3 clusters Score -906654.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -906721.062500 Penalty: 3165.068604
	Iteration 20F: 3 clusters Score -906721.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -906778.875000 Penalty: 3165.068604
	Iteration 21Q: 3 clusters Score -906778.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -906841.500000 Penalty: 3165.068604
	Iteration 22Q: 3 clusters Score -906841.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -906917.437500 Penalty: 3165.068604
	Iteration 23Q: 3 clusters Score -906917.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -906997.000000 Penalty: 3165.068604
	Iteration 24Q: 3 clusters Score -906997 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -907083.125000 Penalty: 3165.068604
	Iteration 25Q: 3 clusters Score -907083.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -907176.375000 Penalty: 3165.068604
	Iteration 26Q: 3 clusters Score -907176.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -907285.125000 Penalty: 3165.068604
	Iteration 27Q: 3 clusters Score -907285.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -907413.625000 Penalty: 3165.068604
	Iteration 28Q: 3 clusters Score -907413.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -907547.875000 Penalty: 3165.068604
	Iteration 29Q: 3 clusters Score -907547.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -907677.125000 Penalty: 3165.068604
	Iteration 30Q: 3 clusters Score -907677.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -907787.875000 Penalty: 3165.068604
	Iteration 31Q: 3 clusters Score -907787.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -907872.187500 Penalty: 3165.068604
	Iteration 32Q: 3 clusters Score -907872.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -907937.187500 Penalty: 3165.068604
	Iteration 33Q: 3 clusters Score -907937.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -907989.437500 Penalty: 3165.068604
	Iteration 34Q: 3 clusters Score -907989.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -908021.562500 Penalty: 3165.068604
	Iteration 35Q: 3 clusters Score -908021.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -908044.000000 Penalty: 3165.068604
	Iteration 36Q: 3 clusters Score -908044 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -908064.687500 Penalty: 3165.068604
	Iteration 37Q: 3 clusters Score -908064.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -908077.187500 Penalty: 3165.068604
	Iteration 38Q: 3 clusters Score -908077.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -908095.125000 Penalty: 3165.068604
	Iteration 39Q: 3 clusters Score -908095.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -908103.312500 Penalty: 3165.068604
	Iteration 40F: 3 clusters Score -908103.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -908110.000000 Penalty: 3165.068604
	Iteration 41Q: 3 clusters Score -908110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -908117.125000 Penalty: 3165.068604
	Iteration 42Q: 3 clusters Score -908117.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -908122.437500 Penalty: 3165.068604
	Iteration 43Q: 3 clusters Score -908122.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -908129.750000 Penalty: 3165.068604
	Iteration 44Q: 3 clusters Score -908129.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -908131.875000 Penalty: 3165.068604
	Iteration 45Q: 3 clusters Score -908131.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -908137.062500 Penalty: 3165.068604
	Iteration 46Q: 3 clusters Score -908137.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -908142.937500 Penalty: 3165.068604
	Iteration 47Q: 3 clusters Score -908142.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -908147.750000 Penalty: 3165.068604
	Iteration 48Q: 3 clusters Score -908147.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -908151.500000 Penalty: 3165.068604
	Iteration 49Q: 3 clusters Score -908151.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -908152.250000 Penalty: 3165.068604
	Iteration 50Q: 3 clusters Score -908152.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -908153.687500 Penalty: 3165.068604
	Iteration 51Q: 3 clusters Score -908153.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -908153.500000 Penalty: 3165.068604
	Iteration 52Q: 3 clusters Score -908153.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -908153.687500 Penalty: 3165.068604
	Iteration 53Q: 3 clusters Score -908153.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -908151.625000 Penalty: 3165.068604
	Iteration 54Q: 3 clusters Score -908151.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -908153.562500 Penalty: 3165.068604
	Iteration 55Q: 3 clusters Score -908153.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -908157.062500 Penalty: 3165.068604
	Iteration 56Q: 3 clusters Score -908157.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -908156.687500 Penalty: 3165.068604
	Iteration 57Q: 3 clusters Score -908156.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -908157.062500 Penalty: 3165.068604
	Iteration 58Q: 3 clusters Score -908157.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -908156.937500 Penalty: 3165.068604
	Iteration 59Q: 3 clusters Score -908156.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -908156.312500 Penalty: 3165.068604
	Iteration 60F: 3 clusters Score -908156.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -908156.000000 Penalty: 3165.068604
	Iteration 61Q: 3 clusters Score -908156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -908156.000000 Penalty: 3165.068604
	Iteration 62Q: 3 clusters Score -908156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -908156.000000 Penalty: 3165.068604
	Iteration 63F: 3 clusters Score -908156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4369 members 
Mstep: Class 3 contains 1930 members 
Mstep: Class 4 contains 18099 members 
Mstep: Class 5 contains 8248 members 
Mstep: Class 6 contains 10631 members 
Mstep: Class 7 contains 25650 members 
Mstep: Class 8 contains 262639 members 
Mstep: Class 9 contains 2084 members 
Mstep: Class 10 contains 9283 members 
Mstep: Class 11 contains 9123 members 
Mstep: Class 12 contains 1397 members 
Mstep: Class 13 contains 71288 members 
Mstep: Class 14 contains 2578 members 
Mstep: Class 15 contains 92435 members 
Mstep: Class 16 contains 489 members 
Mstep: Class 17 contains 29916 members 
Mstep: Class 18 contains 2322 members 
Mstep: Class 19 contains 9394 members 
Mstep: Class 20 contains 3974 members 
Mstep: Class 21 contains 77575 members 
Mstep: Class 22 contains 13516 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 5216 members 
Mstep: Class 25 contains 28577 members 
Mstep: Class 26 contains 923 members 
Mstep: Class 27 contains 12987 members 
Entering Unmasked Estep 
Score: -35911924.000000 Penalty: 59117.878906
Splitting cluster 20 changes total score from -35905996.000000 to -35911924.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 21 (77575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77575 members 
Entering Unmasked Estep 
Score: -4105451.000000 Penalty: 1829.587646
	Iteration 0F: 2 clusters Score -4105451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -4053774.000000 Penalty: 3659.175293
	Iteration 0F: 3 clusters Score -4053774 nChanged 36909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -4075281.500000 Penalty: 3659.175293
	Iteration 1F: 3 clusters Score -4075282 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -4076463.500000 Penalty: 3659.175293
	Iteration 2Q: 3 clusters Score -4076464 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -4078335.750000 Penalty: 3659.175293
	Iteration 3Q: 3 clusters Score -4078336 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -4081277.250000 Penalty: 3659.175293
	Iteration 4F: 3 clusters Score -4081277 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -4084797.250000 Penalty: 3659.175293
	Iteration 5F: 3 clusters Score -4084797 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -4088149.500000 Penalty: 3659.175293
	Iteration 6F: 3 clusters Score -4088150 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54472 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -4091012.500000 Penalty: 3659.175293
	Iteration 7F: 3 clusters Score -4091012 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58017 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -4093570.500000 Penalty: 3659.175293
	Iteration 8F: 3 clusters Score -4093570 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61465 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -4096325.500000 Penalty: 3659.175293
	Iteration 9Q: 3 clusters Score -4096326 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64678 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -4099624.500000 Penalty: 3659.175293
	Iteration 10Q: 3 clusters Score -4099624 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67367 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -4103177.750000 Penalty: 3659.175293
	Iteration 11Q: 3 clusters Score -4103178 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69195 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -4105972.500000 Penalty: 3659.175293
	Iteration 12Q: 3 clusters Score -4105972 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70366 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -4107763.500000 Penalty: 3659.175293
	Iteration 13Q: 3 clusters Score -4107764 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70982 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -4108477.750000 Penalty: 3659.175293
	Iteration 14Q: 3 clusters Score -4108478 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71355 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -4108717.000000 Penalty: 3659.175293
	Iteration 15Q: 3 clusters Score -4108717 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71580 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -4108810.250000 Penalty: 3659.175293
	Iteration 16Q: 3 clusters Score -4108810 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71719 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -4108851.250000 Penalty: 3659.175293
	Iteration 17Q: 3 clusters Score -4108851 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71810 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -4108863.250000 Penalty: 3659.175293
	Iteration 18Q: 3 clusters Score -4108863 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71887 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -4108861.750000 Penalty: 3659.175293
	Iteration 19Q: 3 clusters Score -4108862 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71936 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -4108878.500000 Penalty: 3659.175293
	Iteration 20F: 3 clusters Score -4108878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71969 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -4108876.250000 Penalty: 3659.175293
	Iteration 21Q: 3 clusters Score -4108876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71993 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -4108876.250000 Penalty: 3659.175293
	Iteration 22Q: 3 clusters Score -4108876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72003 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -4108873.500000 Penalty: 3659.175293
	Iteration 23Q: 3 clusters Score -4108874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72010 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -4108874.250000 Penalty: 3659.175293
	Iteration 24Q: 3 clusters Score -4108874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72017 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -4108876.750000 Penalty: 3659.175293
	Iteration 25Q: 3 clusters Score -4108877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72025 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -4108879.250000 Penalty: 3659.175293
	Iteration 26Q: 3 clusters Score -4108879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72029 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -4108876.500000 Penalty: 3659.175293
	Iteration 27Q: 3 clusters Score -4108876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72029 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -4108876.500000 Penalty: 3659.175293
	Iteration 28F: 3 clusters Score -4108876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4369 members 
Mstep: Class 3 contains 1930 members 
Mstep: Class 4 contains 18099 members 
Mstep: Class 5 contains 8248 members 
Mstep: Class 6 contains 10631 members 
Mstep: Class 7 contains 25650 members 
Mstep: Class 8 contains 262639 members 
Mstep: Class 9 contains 2084 members 
Mstep: Class 10 contains 9283 members 
Mstep: Class 11 contains 9123 members 
Mstep: Class 12 contains 1397 members 
Mstep: Class 13 contains 71288 members 
Mstep: Class 14 contains 2578 members 
Mstep: Class 15 contains 92435 members 
Mstep: Class 16 contains 489 members 
Mstep: Class 17 contains 29916 members 
Mstep: Class 18 contains 2322 members 
Mstep: Class 19 contains 9394 members 
Mstep: Class 20 contains 3974 members 
Mstep: Class 21 contains 72029 members 
Mstep: Class 22 contains 13516 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 5216 members 
Mstep: Class 25 contains 28577 members 
Mstep: Class 26 contains 923 members 
Mstep: Class 27 contains 12987 members 
Mstep: Class 28 contains 5546 members 
Entering Unmasked Estep 
Score: -35914924.000000 Penalty: 61307.429688
Splitting cluster 21 changes total score from -35905996.000000 to -35914924.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 22 (13516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Entering Unmasked Estep 
Score: -697070.875000 Penalty: 1545.639771
	Iteration 0F: 2 clusters Score -697070.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -687537.625000 Penalty: 3091.279541
	Iteration 0F: 3 clusters Score -687537.6 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -690738.125000 Penalty: 3091.279541
	Iteration 1F: 3 clusters Score -690738.1 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -690984.562500 Penalty: 3091.279541
	Iteration 2F: 3 clusters Score -690984.6 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -691193.437500 Penalty: 3091.279541
	Iteration 3Q: 3 clusters Score -691193.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -691371.375000 Penalty: 3091.279541
	Iteration 4Q: 3 clusters Score -691371.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -691544.562500 Penalty: 3091.279541
	Iteration 5Q: 3 clusters Score -691544.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -691733.125000 Penalty: 3091.279541
	Iteration 6Q: 3 clusters Score -691733.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -691970.937500 Penalty: 3091.279541
	Iteration 7Q: 3 clusters Score -691970.9 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -692342.562500 Penalty: 3091.279541
	Iteration 8Q: 3 clusters Score -692342.6 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -692837.562500 Penalty: 3091.279541
	Iteration 9F: 3 clusters Score -692837.6 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -693392.375000 Penalty: 3091.279541
	Iteration 10F: 3 clusters Score -693392.4 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -693945.562500 Penalty: 3091.279541
	Iteration 11F: 3 clusters Score -693945.6 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -694519.250000 Penalty: 3091.279541
	Iteration 12F: 3 clusters Score -694519.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -695133.625000 Penalty: 3091.279541
	Iteration 13Q: 3 clusters Score -695133.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -695796.687500 Penalty: 3091.279541
	Iteration 14Q: 3 clusters Score -695796.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -696280.187500 Penalty: 3091.279541
	Iteration 15Q: 3 clusters Score -696280.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -696476.000000 Penalty: 3091.279541
	Iteration 16Q: 3 clusters Score -696476 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -696564.500000 Penalty: 3091.279541
	Iteration 17Q: 3 clusters Score -696564.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -696620.500000 Penalty: 3091.279541
	Iteration 18Q: 3 clusters Score -696620.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -696652.062500 Penalty: 3091.279541
	Iteration 19Q: 3 clusters Score -696652.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -696671.875000 Penalty: 3091.279541
	Iteration 20F: 3 clusters Score -696671.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -696691.312500 Penalty: 3091.279541
	Iteration 21Q: 3 clusters Score -696691.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -696710.000000 Penalty: 3091.279541
	Iteration 22Q: 3 clusters Score -696710 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -696723.937500 Penalty: 3091.279541
	Iteration 23Q: 3 clusters Score -696723.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -696737.375000 Penalty: 3091.279541
	Iteration 24Q: 3 clusters Score -696737.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -696750.562500 Penalty: 3091.279541
	Iteration 25Q: 3 clusters Score -696750.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -696762.312500 Penalty: 3091.279541
	Iteration 26Q: 3 clusters Score -696762.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -696772.375000 Penalty: 3091.279541
	Iteration 27Q: 3 clusters Score -696772.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -696785.125000 Penalty: 3091.279541
	Iteration 28Q: 3 clusters Score -696785.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -696797.062500 Penalty: 3091.279541
	Iteration 29Q: 3 clusters Score -696797.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -696803.875000 Penalty: 3091.279541
	Iteration 30Q: 3 clusters Score -696803.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -696815.750000 Penalty: 3091.279541
	Iteration 31Q: 3 clusters Score -696815.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -696829.062500 Penalty: 3091.279541
	Iteration 32Q: 3 clusters Score -696829.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -696843.375000 Penalty: 3091.279541
	Iteration 33Q: 3 clusters Score -696843.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -696860.312500 Penalty: 3091.279541
	Iteration 34Q: 3 clusters Score -696860.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -696878.937500 Penalty: 3091.279541
	Iteration 35Q: 3 clusters Score -696878.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -696900.750000 Penalty: 3091.279541
	Iteration 36Q: 3 clusters Score -696900.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -696921.812500 Penalty: 3091.279541
	Iteration 37Q: 3 clusters Score -696921.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -696953.687500 Penalty: 3091.279541
	Iteration 38Q: 3 clusters Score -696953.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -696985.750000 Penalty: 3091.279541
	Iteration 39Q: 3 clusters Score -696985.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -697024.500000 Penalty: 3091.279541
	Iteration 40F: 3 clusters Score -697024.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -697069.187500 Penalty: 3091.279541
	Iteration 41Q: 3 clusters Score -697069.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -697120.687500 Penalty: 3091.279541
	Iteration 42Q: 3 clusters Score -697120.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -697195.500000 Penalty: 3091.279541
	Iteration 43Q: 3 clusters Score -697195.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -697286.812500 Penalty: 3091.279541
	Iteration 44Q: 3 clusters Score -697286.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -697404.625000 Penalty: 3091.279541
	Iteration 45Q: 3 clusters Score -697404.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -697557.437500 Penalty: 3091.279541
	Iteration 46Q: 3 clusters Score -697557.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -697702.125000 Penalty: 3091.279541
	Iteration 47Q: 3 clusters Score -697702.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -697846.750000 Penalty: 3091.279541
	Iteration 48Q: 3 clusters Score -697846.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -697953.687500 Penalty: 3091.279541
	Iteration 49Q: 3 clusters Score -697953.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -698021.562500 Penalty: 3091.279541
	Iteration 50Q: 3 clusters Score -698021.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -698068.500000 Penalty: 3091.279541
	Iteration 51Q: 3 clusters Score -698068.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -698093.500000 Penalty: 3091.279541
	Iteration 52Q: 3 clusters Score -698093.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -698104.687500 Penalty: 3091.279541
	Iteration 53Q: 3 clusters Score -698104.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -698109.625000 Penalty: 3091.279541
	Iteration 54Q: 3 clusters Score -698109.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -698114.312500 Penalty: 3091.279541
	Iteration 55Q: 3 clusters Score -698114.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -698117.187500 Penalty: 3091.279541
	Iteration 56Q: 3 clusters Score -698117.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -698118.937500 Penalty: 3091.279541
	Iteration 57Q: 3 clusters Score -698118.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -698119.750000 Penalty: 3091.279541
	Iteration 58Q: 3 clusters Score -698119.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -698120.875000 Penalty: 3091.279541
	Iteration 59Q: 3 clusters Score -698120.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -698122.375000 Penalty: 3091.279541
	Iteration 60F: 3 clusters Score -698122.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -698122.062500 Penalty: 3091.279541
	Iteration 61Q: 3 clusters Score -698122.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -698120.812500 Penalty: 3091.279541
	Iteration 62Q: 3 clusters Score -698120.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -698124.187500 Penalty: 3091.279541
	Iteration 63Q: 3 clusters Score -698124.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -698123.250000 Penalty: 3091.279541
	Iteration 64Q: 3 clusters Score -698123.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -698123.312500 Penalty: 3091.279541
	Iteration 65Q: 3 clusters Score -698123.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -698123.312500 Penalty: 3091.279541
	Iteration 66F: 3 clusters Score -698123.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4369 members 
Mstep: Class 3 contains 1930 members 
Mstep: Class 4 contains 18099 members 
Mstep: Class 5 contains 8248 members 
Mstep: Class 6 contains 10631 members 
Mstep: Class 7 contains 25650 members 
Mstep: Class 8 contains 262639 members 
Mstep: Class 9 contains 2084 members 
Mstep: Class 10 contains 9283 members 
Mstep: Class 11 contains 9123 members 
Mstep: Class 12 contains 1397 members 
Mstep: Class 13 contains 71288 members 
Mstep: Class 14 contains 2578 members 
Mstep: Class 15 contains 92435 members 
Mstep: Class 16 contains 489 members 
Mstep: Class 17 contains 29916 members 
Mstep: Class 18 contains 2322 members 
Mstep: Class 19 contains 9394 members 
Mstep: Class 20 contains 3974 members 
Mstep: Class 21 contains 72029 members 
Mstep: Class 22 contains 7231 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 5216 members 
Mstep: Class 25 contains 28577 members 
Mstep: Class 26 contains 923 members 
Mstep: Class 27 contains 12987 members 
Mstep: Class 28 contains 5546 members 
Mstep: Class 29 contains 6285 members 
Entering Unmasked Estep 
Score: -35915328.000000 Penalty: 63496.980469
Splitting cluster 22 changes total score from -35905996.000000 to -35915328.000000
So it's getting split into cluster 29.
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: -121347.148438 Penalty: 1280.692139
	Iteration 0F: 2 clusters Score -121347.1 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 1314 members 
Entering Unmasked Estep 
Score: -118824.250000 Penalty: 2561.384277
	Iteration 0F: 3 clusters Score -118824.2 nChanged 990
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: -119477.476562 Penalty: 2561.384277
	Iteration 1F: 3 clusters Score -119477.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -119787.015625 Penalty: 2561.384277
	Iteration 2F: 3 clusters Score -119787 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -120079.210938 Penalty: 2561.384277
	Iteration 3F: 3 clusters Score -120079.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -120410.554688 Penalty: 2561.384277
	Iteration 4F: 3 clusters Score -120410.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -120763.500000 Penalty: 2561.384277
	Iteration 5F: 3 clusters Score -120763.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -120941.109375 Penalty: 2561.384277
	Iteration 6F: 3 clusters Score -120941.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -121038.023438 Penalty: 2561.384277
	Iteration 7Q: 3 clusters Score -121038 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -121095.046875 Penalty: 2561.384277
	Iteration 8Q: 3 clusters Score -121095 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -121124.718750 Penalty: 2561.384277
	Iteration 9Q: 3 clusters Score -121124.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -121146.578125 Penalty: 2561.384277
	Iteration 10Q: 3 clusters Score -121146.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -121173.398438 Penalty: 2561.384277
	Iteration 11Q: 3 clusters Score -121173.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -121196.414062 Penalty: 2561.384277
	Iteration 12Q: 3 clusters Score -121196.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -121213.351562 Penalty: 2561.384277
	Iteration 13Q: 3 clusters Score -121213.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -121227.750000 Penalty: 2561.384277
	Iteration 14Q: 3 clusters Score -121227.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -121236.250000 Penalty: 2561.384277
	Iteration 15Q: 3 clusters Score -121236.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -121243.320312 Penalty: 2561.384277
	Iteration 16Q: 3 clusters Score -121243.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -121247.421875 Penalty: 2561.384277
	Iteration 17Q: 3 clusters Score -121247.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -121252.570312 Penalty: 2561.384277
	Iteration 18Q: 3 clusters Score -121252.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -121257.710938 Penalty: 2561.384277
	Iteration 19Q: 3 clusters Score -121257.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -121263.382812 Penalty: 2561.384277
	Iteration 20F: 3 clusters Score -121263.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -121266.328125 Penalty: 2561.384277
	Iteration 21Q: 3 clusters Score -121266.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -121268.835938 Penalty: 2561.384277
	Iteration 22Q: 3 clusters Score -121268.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -121269.687500 Penalty: 2561.384277
	Iteration 23Q: 3 clusters Score -121269.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -121270.351562 Penalty: 2561.384277
	Iteration 24Q: 3 clusters Score -121270.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -121270.351562 Penalty: 2561.384277
	Iteration 25F: 3 clusters Score -121270.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Entering Unmasked Estep 
Score: -264756.593750 Penalty: 1390.916504
	Iteration 0F: 2 clusters Score -264756.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -260662.140625 Penalty: 2781.833008
	Iteration 0F: 3 clusters Score -260662.1 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -261847.546875 Penalty: 2781.833008
	Iteration 1F: 3 clusters Score -261847.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -262082.750000 Penalty: 2781.833008
	Iteration 2F: 3 clusters Score -262082.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -262243.281250 Penalty: 2781.833008
	Iteration 3F: 3 clusters Score -262243.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -262391.281250 Penalty: 2781.833008
	Iteration 4Q: 3 clusters Score -262391.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -262530.656250 Penalty: 2781.833008
	Iteration 5Q: 3 clusters Score -262530.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -262663.406250 Penalty: 2781.833008
	Iteration 6Q: 3 clusters Score -262663.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -262781.187500 Penalty: 2781.833008
	Iteration 7Q: 3 clusters Score -262781.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -262890.750000 Penalty: 2781.833008
	Iteration 8Q: 3 clusters Score -262890.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -262994.125000 Penalty: 2781.833008
	Iteration 9Q: 3 clusters Score -262994.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -263096.062500 Penalty: 2781.833008
	Iteration 10Q: 3 clusters Score -263096.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -263191.718750 Penalty: 2781.833008
	Iteration 11Q: 3 clusters Score -263191.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -263278.937500 Penalty: 2781.833008
	Iteration 12Q: 3 clusters Score -263278.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -263371.343750 Penalty: 2781.833008
	Iteration 13Q: 3 clusters Score -263371.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -263437.906250 Penalty: 2781.833008
	Iteration 14Q: 3 clusters Score -263437.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -263477.500000 Penalty: 2781.833008
	Iteration 15Q: 3 clusters Score -263477.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -263515.843750 Penalty: 2781.833008
	Iteration 16Q: 3 clusters Score -263515.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -263545.250000 Penalty: 2781.833008
	Iteration 17Q: 3 clusters Score -263545.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -263563.312500 Penalty: 2781.833008
	Iteration 18Q: 3 clusters Score -263563.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -263582.562500 Penalty: 2781.833008
	Iteration 19Q: 3 clusters Score -263582.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -263596.937500 Penalty: 2781.833008
	Iteration 20F: 3 clusters Score -263596.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -263611.281250 Penalty: 2781.833008
	Iteration 21Q: 3 clusters Score -263611.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -263619.218750 Penalty: 2781.833008
	Iteration 22Q: 3 clusters Score -263619.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -263621.656250 Penalty: 2781.833008
	Iteration 23Q: 3 clusters Score -263621.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -263626.062500 Penalty: 2781.833008
	Iteration 24Q: 3 clusters Score -263626.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -263632.156250 Penalty: 2781.833008
	Iteration 25Q: 3 clusters Score -263632.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -263637.875000 Penalty: 2781.833008
	Iteration 26Q: 3 clusters Score -263637.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -263643.875000 Penalty: 2781.833008
	Iteration 27Q: 3 clusters Score -263643.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -263646.500000 Penalty: 2781.833008
	Iteration 28Q: 3 clusters Score -263646.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -263648.531250 Penalty: 2781.833008
	Iteration 29Q: 3 clusters Score -263648.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -263650.250000 Penalty: 2781.833008
	Iteration 30Q: 3 clusters Score -263650.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -263652.031250 Penalty: 2781.833008
	Iteration 31Q: 3 clusters Score -263652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -263655.250000 Penalty: 2781.833008
	Iteration 32Q: 3 clusters Score -263655.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -263657.593750 Penalty: 2781.833008
	Iteration 33Q: 3 clusters Score -263657.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -263658.781250 Penalty: 2781.833008
	Iteration 34Q: 3 clusters Score -263658.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -263660.093750 Penalty: 2781.833008
	Iteration 35Q: 3 clusters Score -263660.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -263661.625000 Penalty: 2781.833008
	Iteration 36Q: 3 clusters Score -263661.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -263662.687500 Penalty: 2781.833008
	Iteration 37Q: 3 clusters Score -263662.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -263663.625000 Penalty: 2781.833008
	Iteration 38Q: 3 clusters Score -263663.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -263666.718750 Penalty: 2781.833008
	Iteration 39Q: 3 clusters Score -263666.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -263667.343750 Penalty: 2781.833008
	Iteration 40F: 3 clusters Score -263667.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4369 members 
Mstep: Class 3 contains 1930 members 
Mstep: Class 4 contains 18099 members 
Mstep: Class 5 contains 8248 members 
Mstep: Class 6 contains 10631 members 
Mstep: Class 7 contains 25650 members 
Mstep: Class 8 contains 262639 members 
Mstep: Class 9 contains 2084 members 
Mstep: Class 10 contains 9283 members 
Mstep: Class 11 contains 9123 members 
Mstep: Class 12 contains 1397 members 
Mstep: Class 13 contains 71288 members 
Mstep: Class 14 contains 2578 members 
Mstep: Class 15 contains 92435 members 
Mstep: Class 16 contains 489 members 
Mstep: Class 17 contains 29916 members 
Mstep: Class 18 contains 2322 members 
Mstep: Class 19 contains 9394 members 
Mstep: Class 20 contains 3974 members 
Mstep: Class 21 contains 72029 members 
Mstep: Class 22 contains 7231 members 
Mstep: Class 23 contains 2647 members 
Mstep: Class 24 contains 5216 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 30 clusters Score -3.591836e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4925 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 18359 members 
Mstep: Class 5 contains 8249 members 
Mstep: Class 6 contains 10678 members 
Mstep: Class 7 contains 25909 members 
Mstep: Class 8 contains 262164 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 10 contains 9285 members 
Mstep: Class 11 contains 9140 members 
Mstep: Class 12 contains 1401 members 
Mstep: Class 13 contains 72050 members 
Mstep: Class 14 contains 2575 members 
Mstep: Class 15 contains 92655 members 
Mstep: Class 16 contains 485 members 
Mstep: Class 17 contains 29915 members 
Mstep: Class 18 contains 2339 members 
Mstep: Class 19 contains 9684 members 
Mstep: Class 20 contains 4034 members 
Mstep: Class 21 contains 71641 members 
Mstep: Class 22 contains 7261 members 
Mstep: Class 23 contains 2648 members 
Mstep: Class 24 contains 5267 members 
Mstep: Class 25 contains 28279 members 
Mstep: Class 26 contains 912 members 
Mstep: Class 27 contains 12096 members 
Mstep: Class 28 contains 5489 members 
Mstep: Class 29 contains 6061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35921632.000000 Penalty: 63496.980469
Iteration 80F: 30 clusters Score -3.592163e+07 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 5311 members 
Mstep: Class 3 contains 1805 members 
Mstep: Class 4 contains 18589 members 
Mstep: Class 5 contains 8242 members 
Mstep: Class 6 contains 10639 members 
Mstep: Class 7 contains 26146 members 
Mstep: Class 8 contains 261011 members 
Mstep: Class 9 contains 2013 members 
Mstep: Class 10 contains 9278 members 
Mstep: Class 11 contains 9139 members 
Mstep: Class 12 contains 1401 members 
Mstep: Class 13 contains 72442 members 
Mstep: Class 14 contains 2575 members 
Mstep: Class 15 contains 92262 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 29924 members 
Mstep: Class 18 contains 2335 members 
Mstep: Class 19 contains 9620 members 
Mstep: Class 20 contains 4179 members 
Mstep: Class 21 contains 71007 members 
Mstep: Class 22 contains 7304 members 
Mstep: Class 23 contains 2623 members 
Mstep: Class 24 contains 5241 members 
Mstep: Class 25 contains 28562 members 
Mstep: Class 26 contains 944 members 
Mstep: Class 27 contains 12347 members 
Mstep: Class 28 contains 6078 members 
Mstep: Class 29 contains 6020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923124.000000 Penalty: 63496.980469
Iteration 81Q: 30 clusters Score -3.592312e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5583 members 
Mstep: Class 3 contains 1747 members 
Mstep: Class 4 contains 18873 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 6 contains 10668 members 
Mstep: Class 7 contains 26386 members 
Mstep: Class 8 contains 259941 members 
Mstep: Class 9 contains 2023 members 
Mstep: Class 10 contains 9275 members 
Mstep: Class 11 contains 9141 members 
Mstep: Class 12 contains 1402 members 
Mstep: Class 13 contains 72744 members 
Mstep: Class 14 contains 2575 members 
Mstep: Class 15 contains 92054 members 
Mstep: Class 16 contains 482 members 
Mstep: Class 17 contains 29918 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 9618 members 
Mstep: Class 20 contains 4342 members 
Mstep: Class 21 contains 70519 members 
Mstep: Class 22 contains 7337 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 5230 members 
Mstep: Class 25 contains 28773 members 
Mstep: Class 26 contains 951 members 
Mstep: Class 27 contains 12497 members 
Mstep: Class 28 contains 6351 members 
Mstep: Class 29 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35923732.000000 Penalty: 63496.980469
Iteration 82Q: 30 clusters Score -3.592373e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5762 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 19160 members 
Mstep: Class 5 contains 8226 members 
Mstep: Class 6 contains 10712 members 
Mstep: Class 7 contains 26661 members 
Mstep: Class 8 contains 258936 members 
Mstep: Class 9 contains 2024 members 
Mstep: Class 10 contains 9275 members 
Mstep: Class 11 contains 9134 members 
Mstep: Class 12 contains 1406 members 
Mstep: Class 13 contains 72969 members 
Mstep: Class 14 contains 2572 members 
Mstep: Class 15 contains 91910 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 29926 members 
Mstep: Class 18 contains 2332 members 
Mstep: Class 19 contains 9618 members 
Mstep: Class 20 contains 4484 members 
Mstep: Class 21 contains 70150 members 
Mstep: Class 22 contains 7365 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 5220 members 
Mstep: Class 25 contains 28931 members 
Mstep: Class 26 contains 955 members 
Mstep: Class 27 contains 12643 members 
Mstep: Class 28 contains 6521 members 
Mstep: Class 29 contains 5897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924500.000000 Penalty: 63496.980469
Iteration 83Q: 30 clusters Score -3.59245e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5883 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 19489 members 
Mstep: Class 5 contains 8211 members 
Mstep: Class 6 contains 10755 members 
Mstep: Class 7 contains 26955 members 
Mstep: Class 8 contains 257905 members 
Mstep: Class 9 contains 2021 members 
Mstep: Class 10 contains 9267 members 
Mstep: Class 11 contains 9133 members 
Mstep: Class 12 contains 1411 members 
Mstep: Class 13 contains 73183 members 
Mstep: Class 14 contains 2570 members 
Mstep: Class 15 contains 91772 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 29921 members 
Mstep: Class 18 contains 2330 members 
Mstep: Class 19 contains 9635 members 
Mstep: Class 20 contains 4636 members 
Mstep: Class 21 contains 69824 members 
Mstep: Class 22 contains 7386 members 
Mstep: Class 23 contains 2601 members 
Mstep: Class 24 contains 5229 members 
Mstep: Class 25 contains 29062 members 
Mstep: Class 26 contains 957 members 
Mstep: Class 27 contains 12782 members 
Mstep: Class 28 contains 6651 members 
Mstep: Class 29 contains 5861 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 30 clusters Score -3.59248e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5976 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 4 contains 19820 members 
Mstep: Class 5 contains 8199 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 27257 members 
Mstep: Class 8 contains 256885 members 
Mstep: Class 9 contains 2029 members 
Mstep: Class 10 contains 9264 members 
Mstep: Class 11 contains 9133 members 
Mstep: Class 12 contains 1412 members 
Mstep: Class 13 contains 73359 members 
Mstep: Class 14 contains 2568 members 
Mstep: Class 15 contains 91680 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 29909 members 
Mstep: Class 18 contains 2340 members 
Mstep: Class 19 contains 9656 members 
Mstep: Class 20 contains 4817 members 
Mstep: Class 21 contains 69553 members 
Mstep: Class 22 contains 7393 members 
Mstep: Class 23 contains 2596 members 
Mstep: Class 24 contains 5231 members 
Mstep: Class 25 contains 29176 members 
Mstep: Class 26 contains 958 members 
Mstep: Class 27 contains 12898 members 
Mstep: Class 28 contains 6732 members 
Mstep: Class 29 contains 5832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35924904.000000 Penalty: 63496.980469
Iteration 85Q: 30 clusters Score -3.59249e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 6060 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 20176 members 
Mstep: Class 5 contains 8186 members 
Mstep: Class 6 contains 10833 members 
Mstep: Class 7 contains 27563 members 
Mstep: Class 8 contains 255871 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 9260 members 
Mstep: Class 11 contains 9123 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 73475 members 
Mstep: Class 14 contains 2562 members 
Mstep: Class 15 contains 91562 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 29906 members 
Mstep: Class 18 contains 2343 members 
Mstep: Class 19 contains 9671 members 
Mstep: Class 20 contains 5020 members 
Mstep: Class 21 contains 69334 members 
Mstep: Class 22 contains 7398 members 
Mstep: Class 23 contains 2591 members 
Mstep: Class 24 contains 5234 members 
Mstep: Class 25 contains 29270 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 13033 members 
Mstep: Class 28 contains 6785 members 
Mstep: Class 29 contains 5817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35925416.000000 Penalty: 63496.980469
Iteration 86Q: 30 clusters Score -3.592542e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6132 members 
Mstep: Class 3 contains 1631 members 
Mstep: Class 4 contains 20491 members 
Mstep: Class 5 contains 8178 members 
Mstep: Class 6 contains 10894 members 
Mstep: Class 7 contains 27871 members 
Mstep: Class 8 contains 254854 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 10 contains 9257 members 
Mstep: Class 11 contains 9126 members 
Mstep: Class 12 contains 1417 members 
Mstep: Class 13 contains 73592 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 91467 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 29892 members 
Mstep: Class 18 contains 2351 members 
Mstep: Class 19 contains 9688 members 
Mstep: Class 20 contains 5231 members 
Mstep: Class 21 contains 69142 members 
Mstep: Class 22 contains 7403 members 
Mstep: Class 23 contains 2590 members 
Mstep: Class 24 contains 5232 members 
Mstep: Class 25 contains 29356 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 13161 members 
Mstep: Class 28 contains 6821 members 
Mstep: Class 29 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35925576.000000 Penalty: 63496.980469
Iteration 87Q: 30 clusters Score -3.592558e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6179 members 
Mstep: Class 3 contains 1615 members 
Mstep: Class 4 contains 20804 members 
Mstep: Class 5 contains 8171 members 
Mstep: Class 6 contains 10980 members 
Mstep: Class 7 contains 28189 members 
Mstep: Class 8 contains 253824 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 9253 members 
Mstep: Class 11 contains 9141 members 
Mstep: Class 12 contains 1419 members 
Mstep: Class 13 contains 73701 members 
Mstep: Class 14 contains 2546 members 
Mstep: Class 15 contains 91391 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 29886 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 9701 members 
Mstep: Class 20 contains 5425 members 
Mstep: Class 21 contains 68998 members 
Mstep: Class 22 contains 7406 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 5216 members 
Mstep: Class 25 contains 29427 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 13277 members 
Mstep: Class 28 contains 6853 members 
Mstep: Class 29 contains 5802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35925892.000000 Penalty: 63496.980469
Iteration 88Q: 30 clusters Score -3.592589e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6213 members 
Mstep: Class 3 contains 1607 members 
Mstep: Class 4 contains 21132 members 
Mstep: Class 5 contains 8162 members 
Mstep: Class 6 contains 11038 members 
Mstep: Class 7 contains 28510 members 
Mstep: Class 8 contains 252803 members 
Mstep: Class 9 contains 2031 members 
Mstep: Class 10 contains 9249 members 
Mstep: Class 11 contains 9161 members 
Mstep: Class 12 contains 1426 members 
Mstep: Class 13 contains 73806 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 91293 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 29886 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 9708 members 
Mstep: Class 20 contains 5611 members 
Mstep: Class 21 contains 68887 members 
Mstep: Class 22 contains 7408 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 5212 members 
Mstep: Class 25 contains 29480 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 13388 members 
Mstep: Class 28 contains 6888 members 
Mstep: Class 29 contains 5799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35926132.000000 Penalty: 63496.980469
Iteration 89Q: 30 clusters Score -3.592613e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6245 members 
Mstep: Class 3 contains 1595 members 
Mstep: Class 4 contains 21458 members 
Mstep: Class 5 contains 8153 members 
Mstep: Class 6 contains 11078 members 
Mstep: Class 7 contains 28824 members 
Mstep: Class 8 contains 251842 members 
Mstep: Class 9 contains 2038 members 
Mstep: Class 10 contains 9249 members 
Mstep: Class 11 contains 9172 members 
Mstep: Class 12 contains 1437 members 
Mstep: Class 13 contains 73907 members 
Mstep: Class 14 contains 2518 members 
Mstep: Class 15 contains 91212 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29879 members 
Mstep: Class 18 contains 2355 members 
Mstep: Class 19 contains 9727 members 
Mstep: Class 20 contains 5791 members 
Mstep: Class 21 contains 68783 members 
Mstep: Class 22 contains 7409 members 
Mstep: Class 23 contains 2590 members 
Mstep: Class 24 contains 5212 members 
Mstep: Class 25 contains 29525 members 
Mstep: Class 26 contains 959 members 
Mstep: Class 27 contains 13475 members 
Mstep: Class 28 contains 6902 members 
Mstep: Class 29 contains 5796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35926276.000000 Penalty: 63496.980469
Iteration 90Q: 30 clusters Score -3.592628e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 6266 members 
Mstep: Class 3 contains 1587 members 
Mstep: Class 4 contains 21775 members 
Mstep: Class 5 contains 8144 members 
Mstep: Class 6 contains 11139 members 
Mstep: Class 7 contains 29157 members 
Mstep: Class 8 contains 250877 members 
Mstep: Class 9 contains 2049 members 
Mstep: Class 10 contains 9247 members 
Mstep: Class 11 contains 9190 members 
Mstep: Class 12 contains 1448 members 
Mstep: Class 13 contains 73986 members 
Mstep: Class 14 contains 2497 members 
Mstep: Class 15 contains 91137 members 
Mstep: Class 16 contains 479 members 
Mstep: Class 17 contains 29876 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 9750 members 
Mstep: Class 20 contains 5947 members 
Mstep: Class 21 contains 68685 members 
Mstep: Class 22 contains 7409 members 
Mstep: Class 23 contains 2589 members 
Mstep: Class 24 contains 5210 members 
Mstep: Class 25 contains 29572 members 
Mstep: Class 26 contains 962 members 
Mstep: Class 27 contains 13562 members 
Mstep: Class 28 contains 6919 members 
Mstep: Class 29 contains 5792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35926456.000000 Penalty: 63496.980469
Iteration 91Q: 30 clusters Score -3.592646e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 6280 members 
Mstep: Class 3 contains 1571 members 
Mstep: Class 4 contains 22085 members 
Mstep: Class 5 contains 8137 members 
Mstep: Class 6 contains 11211 members 
Mstep: Class 7 contains 29558 members 
Mstep: Class 8 contains 249893 members 
Mstep: Class 9 contains 2062 members 
Mstep: Class 10 contains 9244 members 
Mstep: Class 11 contains 9205 members 
Mstep: Class 12 contains 1461 members 
Mstep: Class 13 contains 74045 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 91085 members 
Mstep: Class 16 contains 479 members 
Mstep: Class 17 contains 29871 members 
Mstep: Class 18 contains 2366 members 
Mstep: Class 19 contains 9767 members 
Mstep: Class 20 contains 6071 members 
Mstep: Class 21 contains 68601 members 
Mstep: Class 22 contains 7409 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 5216 members 
Mstep: Class 25 contains 29613 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 13632 members 
Mstep: Class 28 contains 6943 members 
Mstep: Class 29 contains 5791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35926692.000000 Penalty: 63496.980469
Iteration 92Q: 30 clusters Score -3.592669e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 6290 members 
Mstep: Class 3 contains 1554 members 
Mstep: Class 4 contains 22421 members 
Mstep: Class 5 contains 8128 members 
Mstep: Class 6 contains 11274 members 
Mstep: Class 7 contains 29962 members 
Mstep: Class 8 contains 248894 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 9249 members 
Mstep: Class 11 contains 9220 members 
Mstep: Class 12 contains 1474 members 
Mstep: Class 13 contains 74110 members 
Mstep: Class 14 contains 2426 members 
Mstep: Class 15 contains 91038 members 
Mstep: Class 16 contains 479 members 
Mstep: Class 17 contains 29871 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 9784 members 
Mstep: Class 20 contains 6170 members 
Mstep: Class 21 contains 68523 members 
Mstep: Class 22 contains 7411 members 
Mstep: Class 23 contains 2592 members 
Mstep: Class 24 contains 5220 members 
Mstep: Class 25 contains 29648 members 
Mstep: Class 26 contains 963 members 
Mstep: Class 27 contains 13702 members 
Mstep: Class 28 contains 6970 members 
Mstep: Class 29 contains 5796 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 93Q: 30 clusters Score -3.592653e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6305 members 
Mstep: Class 3 contains 1538 members 
Mstep: Class 4 contains 22735 members 
Mstep: Class 5 contains 8122 members 
Mstep: Class 6 contains 11361 members 
Mstep: Class 7 contains 30356 members 
Mstep: Class 8 contains 247912 members 
Mstep: Class 9 contains 2087 members 
Mstep: Class 10 contains 9253 members 
Mstep: Class 11 contains 9258 members 
Mstep: Class 12 contains 1489 members 
Mstep: Class 13 contains 74174 members 
Mstep: Class 14 contains 2377 members 
Mstep: Class 15 contains 90977 members 
Mstep: Class 16 contains 479 members 
Mstep: Class 17 contains 29882 members 
Mstep: Class 18 contains 2366 members 
Mstep: Class 19 contains 9799 members 
Mstep: Class 20 contains 6273 members 
Mstep: Class 21 contains 68440 members 
Mstep: Class 22 contains 7415 members 
Mstep: Class 23 contains 2584 members 
Mstep: Class 24 contains 5214 members 
Mstep: Class 25 contains 29692 members 
Mstep: Class 26 contains 965 members 
Mstep: Class 27 contains 13772 members 
Mstep: Class 28 contains 6991 members 
Mstep: Class 29 contains 5797 members 
Entering Unmasked Estep 
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Iteration 94Q: 30 clusters Score -3.592648e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6316 members 
Mstep: Class 3 contains 1526 members 
Mstep: Class 4 contains 23049 members 
Mstep: Class 5 contains 8115 members 
Mstep: Class 6 contains 11424 members 
Mstep: Class 7 contains 30763 members 
Mstep: Class 8 contains 246948 members 
Mstep: Class 9 contains 2104 members 
Mstep: Class 10 contains 9245 members 
Mstep: Class 11 contains 9283 members 
Mstep: Class 12 contains 1507 members 
Mstep: Class 13 contains 74243 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 90923 members 
Mstep: Class 16 contains 479 members 
Mstep: Class 17 contains 29898 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 9809 members 
Mstep: Class 20 contains 6380 members 
Mstep: Class 21 contains 68379 members 
Mstep: Class 22 contains 7415 members 
Mstep: Class 23 contains 2578 members 
Mstep: Class 24 contains 5214 members 
Mstep: Class 25 contains 29724 members 
Mstep: Class 26 contains 966 members 
Mstep: Class 27 contains 13812 members 
Mstep: Class 28 contains 7009 members 
Mstep: Class 29 contains 5797 members 
Entering Unmasked Estep 
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Iteration 95Q: 30 clusters Score -3.592651e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 6324 members 
Mstep: Class 3 contains 1511 members 
Mstep: Class 4 contains 23376 members 
Mstep: Class 5 contains 8105 members 
Mstep: Class 6 contains 11503 members 
Mstep: Class 7 contains 31142 members 
Mstep: Class 8 contains 245991 members 
Mstep: Class 9 contains 2115 members 
Mstep: Class 10 contains 9255 members 
Mstep: Class 11 contains 9311 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 74294 members 
Mstep: Class 14 contains 2292 members 
Mstep: Class 15 contains 90874 members 
Mstep: Class 16 contains 479 members 
Mstep: Class 17 contains 29897 members 
Mstep: Class 18 contains 2377 members 
Mstep: Class 19 contains 9809 members 
Mstep: Class 20 contains 6504 members 
Mstep: Class 21 contains 68332 members 
Mstep: Class 22 contains 7415 members 
Mstep: Class 23 contains 2577 members 
Mstep: Class 24 contains 5217 members 
Mstep: Class 25 contains 29749 members 
Mstep: Class 26 contains 971 members 
Mstep: Class 27 contains 13847 members 
Mstep: Class 28 contains 7026 members 
Mstep: Class 29 contains 5796 members 
Entering Unmasked Estep 
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Iteration 96Q: 30 clusters Score -3.592683e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6328 members 
Mstep: Class 3 contains 1494 members 
Mstep: Class 4 contains 23688 members 
Mstep: Class 5 contains 8100 members 
Mstep: Class 6 contains 11570 members 
Mstep: Class 7 contains 31524 members 
Mstep: Class 8 contains 245050 members 
Mstep: Class 9 contains 2123 members 
Mstep: Class 10 contains 9271 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 1548 members 
Mstep: Class 13 contains 74361 members 
Mstep: Class 14 contains 2251 members 
Mstep: Class 15 contains 90836 members 
Mstep: Class 16 contains 479 members 
Mstep: Class 17 contains 29892 members 
Mstep: Class 18 contains 2379 members 
Mstep: Class 19 contains 9811 members 
Mstep: Class 20 contains 6607 members 
Mstep: Class 21 contains 68292 members 
Mstep: Class 22 contains 7415 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 5225 members 
Mstep: Class 25 contains 29770 members 
Mstep: Class 26 contains 972 members 
Mstep: Class 27 contains 13884 members 
Mstep: Class 28 contains 7047 members 
Mstep: Class 29 contains 5796 members 
Entering Unmasked Estep 
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Iteration 97Q: 30 clusters Score -3.592694e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6336 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 23986 members 
Mstep: Class 5 contains 8091 members 
Mstep: Class 6 contains 11626 members 
Mstep: Class 7 contains 31889 members 
Mstep: Class 8 contains 244162 members 
Mstep: Class 9 contains 2137 members 
Mstep: Class 10 contains 9280 members 
Mstep: Class 11 contains 9352 members 
Mstep: Class 12 contains 1574 members 
Mstep: Class 13 contains 74432 members 
Mstep: Class 14 contains 2222 members 
Mstep: Class 15 contains 90808 members 
Mstep: Class 16 contains 479 members 
Mstep: Class 17 contains 29883 members 
Mstep: Class 18 contains 2382 members 
Mstep: Class 19 contains 9807 members 
Mstep: Class 20 contains 6699 members 
Mstep: Class 21 contains 68239 members 
Mstep: Class 22 contains 7415 members 
Mstep: Class 23 contains 2551 members 
Mstep: Class 24 contains 5232 members 
Mstep: Class 25 contains 29792 members 
Mstep: Class 26 contains 972 members 
Mstep: Class 27 contains 13910 members 
Mstep: Class 28 contains 7078 members 
Mstep: Class 29 contains 5796 members 
Entering Unmasked Estep 
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Iteration 98Q: 30 clusters Score -3.592726e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6342 members 
Mstep: Class 3 contains 1473 members 
Mstep: Class 4 contains 24269 members 
Mstep: Class 5 contains 8085 members 
Mstep: Class 6 contains 11696 members 
Mstep: Class 7 contains 32215 members 
Mstep: Class 8 contains 243301 members 
Mstep: Class 9 contains 2141 members 
Mstep: Class 10 contains 9285 members 
Mstep: Class 11 contains 9360 members 
Mstep: Class 12 contains 1601 members 
Mstep: Class 13 contains 74513 members 
Mstep: Class 14 contains 2194 members 
Mstep: Class 15 contains 90792 members 
Mstep: Class 16 contains 479 members 
Mstep: Class 17 contains 29886 members 
Mstep: Class 18 contains 2390 members 
Mstep: Class 19 contains 9814 members 
Mstep: Class 20 contains 6797 members 
Mstep: Class 21 contains 68175 members 
Mstep: Class 22 contains 7415 members 
Mstep: Class 23 contains 2535 members 
Mstep: Class 24 contains 5234 members 
Mstep: Class 25 contains 29818 members 
Mstep: Class 26 contains 972 members 
Mstep: Class 27 contains 13929 members 
Mstep: Class 28 contains 7107 members 
Mstep: Class 29 contains 5796 members 
Entering Unmasked Estep 
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Iteration 99Q: 30 clusters Score -3.592748e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 6351 members 
Mstep: Class 3 contains 1455 members 
Mstep: Class 4 contains 24581 members 
Mstep: Class 5 contains 8081 members 
Mstep: Class 6 contains 11767 members 
Mstep: Class 7 contains 32530 members 
Mstep: Class 8 contains 242434 members 
Mstep: Class 9 contains 2148 members 
Mstep: Class 10 contains 9288 members 
Mstep: Class 11 contains 9362 members 
Mstep: Class 12 contains 1624 members 
Mstep: Class 13 contains 74594 members 
Mstep: Class 14 contains 2179 members 
Mstep: Class 15 contains 90766 members 
Mstep: Class 16 contains 479 members 
Mstep: Class 17 contains 29882 members 
Mstep: Class 18 contains 2399 members 
Mstep: Class 19 contains 9822 members 
Mstep: Class 20 contains 6881 members 
Mstep: Class 21 contains 68123 members 
Mstep: Class 22 contains 7417 members 
Mstep: Class 23 contains 2524 members 
Mstep: Class 24 contains 5246 members 
Mstep: Class 25 contains 29842 members 
Mstep: Class 26 contains 973 members 
Mstep: Class 27 contains 13944 members 
Mstep: Class 28 contains 7125 members 
Mstep: Class 29 contains 5796 members 
Entering Unmasked Estep 
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Iteration 100F: 30 clusters Score -3.592787e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 6356 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 24868 members 
Mstep: Class 5 contains 8077 members 
Mstep: Class 6 contains 11852 members 
Mstep: Class 7 contains 32832 members 
Mstep: Class 8 contains 241476 members 
Mstep: Class 9 contains 2159 members 
Mstep: Class 10 contains 9288 members 
Mstep: Class 11 contains 9357 members 
Mstep: Class 12 contains 1647 members 
Mstep: Class 13 contains 74656 members 
Mstep: Class 14 contains 2175 members 
Mstep: Class 15 contains 90747 members 
Mstep: Class 16 contains 479 members 
Mstep: Class 17 contains 29881 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 9833 members 
Mstep: Class 20 contains 7106 members 
Mstep: Class 21 contains 68059 members 
Mstep: Class 22 contains 7418 members 
Mstep: Class 23 contains 2505 members 
Mstep: Class 24 contains 5252 members 
Mstep: Class 25 contains 29875 members 
Mstep: Class 26 contains 974 members 
Mstep: Class 27 contains 13959 members 
Mstep: Class 28 contains 7143 members 
Mstep: Class 29 contains 5793 members 
Entering Unmasked Estep 
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Iteration 101Q: 30 clusters Score -3.592797e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 6357 members 
Mstep: Class 3 contains 1432 members 
Mstep: Class 4 contains 25113 members 
Mstep: Class 5 contains 8082 members 
Mstep: Class 6 contains 11926 members 
Mstep: Class 7 contains 33132 members 
Mstep: Class 8 contains 240548 members 
Mstep: Class 9 contains 2174 members 
Mstep: Class 10 contains 9294 members 
Mstep: Class 11 contains 9374 members 
Mstep: Class 12 contains 1663 members 
Mstep: Class 13 contains 74710 members 
Mstep: Class 14 contains 2172 members 
Mstep: Class 15 contains 90735 members 
Mstep: Class 16 contains 479 members 
Mstep: Class 17 contains 29875 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 9841 members 
Mstep: Class 20 contains 7323 members 
Mstep: Class 21 contains 68007 members 
Mstep: Class 22 contains 7418 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 5261 members 
Mstep: Class 25 contains 29902 members 
Mstep: Class 26 contains 976 members 
Mstep: Class 27 contains 13970 members 
Mstep: Class 28 contains 7158 members 
Mstep: Class 29 contains 5790 members 
Entering Unmasked Estep 
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Iteration 102Q: 30 clusters Score -3.592815e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6360 members 
Mstep: Class 3 contains 1422 members 
Mstep: Class 4 contains 25362 members 
Mstep: Class 5 contains 8081 members 
Mstep: Class 6 contains 11984 members 
Mstep: Class 7 contains 33442 members 
Mstep: Class 8 contains 239633 members 
Mstep: Class 9 contains 2189 members 
Mstep: Class 10 contains 9290 members 
Mstep: Class 11 contains 9390 members 
Mstep: Class 12 contains 1678 members 
Mstep: Class 13 contains 74764 members 
Mstep: Class 14 contains 2174 members 
Mstep: Class 15 contains 90709 members 
Mstep: Class 16 contains 479 members 
Mstep: Class 17 contains 29871 members 
Mstep: Class 18 contains 2415 members 
Mstep: Class 19 contains 9846 members 
Mstep: Class 20 contains 7545 members 
Mstep: Class 21 contains 67957 members 
Mstep: Class 22 contains 7417 members 
Mstep: Class 23 contains 2479 members 
Mstep: Class 24 contains 5284 members 
Mstep: Class 25 contains 29923 members 
Mstep: Class 26 contains 979 members 
Mstep: Class 27 contains 13986 members 
Mstep: Class 28 contains 7169 members 
Mstep: Class 29 contains 5786 members 
Entering Unmasked Estep 
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Iteration 103Q: 30 clusters Score -3.592836e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6364 members 
Mstep: Class 3 contains 1404 members 
Mstep: Class 4 contains 25611 members 
Mstep: Class 5 contains 8082 members 
Mstep: Class 6 contains 12055 members 
Mstep: Class 7 contains 33761 members 
Mstep: Class 8 contains 238733 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 9296 members 
Mstep: Class 11 contains 9409 members 
Mstep: Class 12 contains 1689 members 
Mstep: Class 13 contains 74803 members 
Mstep: Class 14 contains 2167 members 
Mstep: Class 15 contains 90689 members 
Mstep: Class 16 contains 479 members 
Mstep: Class 17 contains 29860 members 
Mstep: Class 18 contains 2420 members 
Mstep: Class 19 contains 9845 members 
Mstep: Class 20 contains 7757 members 
Mstep: Class 21 contains 67919 members 
Mstep: Class 22 contains 7419 members 
Mstep: Class 23 contains 2468 members 
Mstep: Class 24 contains 5300 members 
Mstep: Class 25 contains 29943 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 13995 members 
Mstep: Class 28 contains 7184 members 
Mstep: Class 29 contains 5781 members 
Entering Unmasked Estep 
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Iteration 104Q: 30 clusters Score -3.592868e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 6367 members 
Mstep: Class 3 contains 1398 members 
Mstep: Class 4 contains 25855 members 
Mstep: Class 5 contains 8086 members 
Mstep: Class 6 contains 12093 members 
Mstep: Class 7 contains 34076 members 
Mstep: Class 8 contains 237869 members 
Mstep: Class 9 contains 2205 members 
Mstep: Class 10 contains 9292 members 
Mstep: Class 11 contains 9414 members 
Mstep: Class 12 contains 1703 members 
Mstep: Class 13 contains 74843 members 
Mstep: Class 14 contains 2163 members 
Mstep: Class 15 contains 90676 members 
Mstep: Class 16 contains 479 members 
Mstep: Class 17 contains 29859 members 
Mstep: Class 18 contains 2426 members 
Mstep: Class 19 contains 9846 members 
Mstep: Class 20 contains 7946 members 
Mstep: Class 21 contains 67880 members 
Mstep: Class 22 contains 7419 members 
Mstep: Class 23 contains 2463 members 
Mstep: Class 24 contains 5328 members 
Mstep: Class 25 contains 29966 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14005 members 
Mstep: Class 28 contains 7195 members 
Mstep: Class 29 contains 5779 members 
Entering Unmasked Estep 
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Iteration 105Q: 30 clusters Score -3.592888e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 6370 members 
Mstep: Class 3 contains 1392 members 
Mstep: Class 4 contains 26092 members 
Mstep: Class 5 contains 8090 members 
Mstep: Class 6 contains 12127 members 
Mstep: Class 7 contains 34386 members 
Mstep: Class 8 contains 237027 members 
Mstep: Class 9 contains 2210 members 
Mstep: Class 10 contains 9285 members 
Mstep: Class 11 contains 9424 members 
Mstep: Class 12 contains 1714 members 
Mstep: Class 13 contains 74905 members 
Mstep: Class 14 contains 2154 members 
Mstep: Class 15 contains 90669 members 
Mstep: Class 16 contains 479 members 
Mstep: Class 17 contains 29859 members 
Mstep: Class 18 contains 2433 members 
Mstep: Class 19 contains 9853 members 
Mstep: Class 20 contains 8098 members 
Mstep: Class 21 contains 67830 members 
Mstep: Class 22 contains 7419 members 
Mstep: Class 23 contains 2458 members 
Mstep: Class 24 contains 5350 members 
Mstep: Class 25 contains 29998 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14016 members 
Mstep: Class 28 contains 7215 members 
Mstep: Class 29 contains 5778 members 
Entering Unmasked Estep 
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Iteration 106Q: 30 clusters Score -3.592896e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 6372 members 
Mstep: Class 3 contains 1386 members 
Mstep: Class 4 contains 26321 members 
Mstep: Class 5 contains 8086 members 
Mstep: Class 6 contains 12163 members 
Mstep: Class 7 contains 34660 members 
Mstep: Class 8 contains 236217 members 
Mstep: Class 9 contains 2221 members 
Mstep: Class 10 contains 9286 members 
Mstep: Class 11 contains 9440 members 
Mstep: Class 12 contains 1717 members 
Mstep: Class 13 contains 74980 members 
Mstep: Class 14 contains 2151 members 
Mstep: Class 15 contains 90661 members 
Mstep: Class 16 contains 479 members 
Mstep: Class 17 contains 29849 members 
Mstep: Class 18 contains 2442 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 8238 members 
Mstep: Class 21 contains 67774 members 
Mstep: Class 22 contains 7419 members 
Mstep: Class 23 contains 2454 members 
Mstep: Class 24 contains 5363 members 
Mstep: Class 25 contains 30037 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14039 members 
Mstep: Class 28 contains 7241 members 
Mstep: Class 29 contains 5772 members 
Entering Unmasked Estep 
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Iteration 107Q: 30 clusters Score -3.592902e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 6375 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 26554 members 
Mstep: Class 5 contains 8081 members 
Mstep: Class 6 contains 12198 members 
Mstep: Class 7 contains 34934 members 
Mstep: Class 8 contains 235393 members 
Mstep: Class 9 contains 2238 members 
Mstep: Class 10 contains 9285 members 
Mstep: Class 11 contains 9460 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 75044 members 
Mstep: Class 14 contains 2149 members 
Mstep: Class 15 contains 90675 members 
Mstep: Class 16 contains 479 members 
Mstep: Class 17 contains 29853 members 
Mstep: Class 18 contains 2448 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 8377 members 
Mstep: Class 21 contains 67737 members 
Mstep: Class 22 contains 7420 members 
Mstep: Class 23 contains 2448 members 
Mstep: Class 24 contains 5365 members 
Mstep: Class 25 contains 30061 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 14063 members 
Mstep: Class 28 contains 7253 members 
Mstep: Class 29 contains 5771 members 
Entering Unmasked Estep 
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Iteration 108Q: 30 clusters Score -3.592909e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6375 members 
Mstep: Class 3 contains 1393 members 
Mstep: Class 4 contains 26754 members 
Mstep: Class 5 contains 8078 members 
Mstep: Class 6 contains 12236 members 
Mstep: Class 7 contains 35219 members 
Mstep: Class 8 contains 234601 members 
Mstep: Class 9 contains 2248 members 
Mstep: Class 10 contains 9280 members 
Mstep: Class 11 contains 9475 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 75093 members 
Mstep: Class 14 contains 2144 members 
Mstep: Class 15 contains 90698 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29864 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 8513 members 
Mstep: Class 21 contains 67699 members 
Mstep: Class 22 contains 7422 members 
Mstep: Class 23 contains 2446 members 
Mstep: Class 24 contains 5373 members 
Mstep: Class 25 contains 30084 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 14085 members 
Mstep: Class 28 contains 7268 members 
Mstep: Class 29 contains 5768 members 
Entering Unmasked Estep 
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Iteration 109Q: 30 clusters Score -3.592924e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6375 members 
Mstep: Class 3 contains 1391 members 
Mstep: Class 4 contains 26974 members 
Mstep: Class 5 contains 8076 members 
Mstep: Class 6 contains 12286 members 
Mstep: Class 7 contains 35463 members 
Mstep: Class 8 contains 233854 members 
Mstep: Class 9 contains 2255 members 
Mstep: Class 10 contains 9278 members 
Mstep: Class 11 contains 9491 members 
Mstep: Class 12 contains 1720 members 
Mstep: Class 13 contains 75166 members 
Mstep: Class 14 contains 2147 members 
Mstep: Class 15 contains 90706 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 29861 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 8636 members 
Mstep: Class 21 contains 67662 members 
Mstep: Class 22 contains 7423 members 
Mstep: Class 23 contains 2439 members 
Mstep: Class 24 contains 5373 members 
Mstep: Class 25 contains 30109 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 14095 members 
Mstep: Class 28 contains 7280 members 
Mstep: Class 29 contains 5767 members 
Entering Unmasked Estep 
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Iteration 110Q: 30 clusters Score -3.592928e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6376 members 
Mstep: Class 3 contains 1389 members 
Mstep: Class 4 contains 27169 members 
Mstep: Class 5 contains 8072 members 
Mstep: Class 6 contains 12314 members 
Mstep: Class 7 contains 35705 members 
Mstep: Class 8 contains 233183 members 
Mstep: Class 9 contains 2262 members 
Mstep: Class 10 contains 9276 members 
Mstep: Class 11 contains 9497 members 
Mstep: Class 12 contains 1722 members 
Mstep: Class 13 contains 75235 members 
Mstep: Class 14 contains 2149 members 
Mstep: Class 15 contains 90712 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 29854 members 
Mstep: Class 18 contains 2457 members 
Mstep: Class 19 contains 9873 members 
Mstep: Class 20 contains 8745 members 
Mstep: Class 21 contains 67630 members 
Mstep: Class 22 contains 7424 members 
Mstep: Class 23 contains 2434 members 
Mstep: Class 24 contains 5384 members 
Mstep: Class 25 contains 30134 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 14102 members 
Mstep: Class 28 contains 7287 members 
Mstep: Class 29 contains 5763 members 
Entering Unmasked Estep 
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Iteration 111Q: 30 clusters Score -3.592932e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6377 members 
Mstep: Class 3 contains 1386 members 
Mstep: Class 4 contains 27373 members 
Mstep: Class 5 contains 8069 members 
Mstep: Class 6 contains 12362 members 
Mstep: Class 7 contains 35937 members 
Mstep: Class 8 contains 232523 members 
Mstep: Class 9 contains 2268 members 
Mstep: Class 10 contains 9275 members 
Mstep: Class 11 contains 9501 members 
Mstep: Class 12 contains 1725 members 
Mstep: Class 13 contains 75295 members 
Mstep: Class 14 contains 2145 members 
Mstep: Class 15 contains 90714 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 29854 members 
Mstep: Class 18 contains 2464 members 
Mstep: Class 19 contains 9869 members 
Mstep: Class 20 contains 8850 members 
Mstep: Class 21 contains 67599 members 
Mstep: Class 22 contains 7425 members 
Mstep: Class 23 contains 2433 members 
Mstep: Class 24 contains 5384 members 
Mstep: Class 25 contains 30158 members 
Mstep: Class 26 contains 983 members 
Mstep: Class 27 contains 14103 members 
Mstep: Class 28 contains 7297 members 
Mstep: Class 29 contains 5762 members 
Entering Unmasked Estep 
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Iteration 112Q: 30 clusters Score -3.592926e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6377 members 
Mstep: Class 3 contains 1380 members 
Mstep: Class 4 contains 27565 members 
Mstep: Class 5 contains 8067 members 
Mstep: Class 6 contains 12417 members 
Mstep: Class 7 contains 36133 members 
Mstep: Class 8 contains 231887 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 9273 members 
Mstep: Class 11 contains 9508 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 75346 members 
Mstep: Class 14 contains 2143 members 
Mstep: Class 15 contains 90726 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29870 members 
Mstep: Class 18 contains 2469 members 
Mstep: Class 19 contains 9871 members 
Mstep: Class 20 contains 8945 members 
Mstep: Class 21 contains 67570 members 
Mstep: Class 22 contains 7426 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 5384 members 
Mstep: Class 25 contains 30178 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14107 members 
Mstep: Class 28 contains 7312 members 
Mstep: Class 29 contains 5762 members 
Entering Unmasked Estep 
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Iteration 113Q: 30 clusters Score -3.592941e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6377 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 27768 members 
Mstep: Class 5 contains 8066 members 
Mstep: Class 6 contains 12472 members 
Mstep: Class 7 contains 36326 members 
Mstep: Class 8 contains 231273 members 
Mstep: Class 9 contains 2283 members 
Mstep: Class 10 contains 9277 members 
Mstep: Class 11 contains 9516 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 75383 members 
Mstep: Class 14 contains 2144 members 
Mstep: Class 15 contains 90718 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29870 members 
Mstep: Class 18 contains 2476 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 9045 members 
Mstep: Class 21 contains 67547 members 
Mstep: Class 22 contains 7428 members 
Mstep: Class 23 contains 2429 members 
Mstep: Class 24 contains 5385 members 
Mstep: Class 25 contains 30192 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14112 members 
Mstep: Class 28 contains 7330 members 
Mstep: Class 29 contains 5760 members 
Entering Unmasked Estep 
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Iteration 114Q: 30 clusters Score -3.592958e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 6377 members 
Mstep: Class 3 contains 1367 members 
Mstep: Class 4 contains 27966 members 
Mstep: Class 5 contains 8067 members 
Mstep: Class 6 contains 12524 members 
Mstep: Class 7 contains 36496 members 
Mstep: Class 8 contains 230702 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 9279 members 
Mstep: Class 11 contains 9525 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 75431 members 
Mstep: Class 14 contains 2144 members 
Mstep: Class 15 contains 90720 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29858 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 19 contains 9873 members 
Mstep: Class 20 contains 9132 members 
Mstep: Class 21 contains 67523 members 
Mstep: Class 22 contains 7427 members 
Mstep: Class 23 contains 2425 members 
Mstep: Class 24 contains 5387 members 
Mstep: Class 25 contains 30206 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14115 members 
Mstep: Class 28 contains 7342 members 
Mstep: Class 29 contains 5761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35929672.000000 Penalty: 63496.980469
Iteration 115Q: 30 clusters Score -3.592967e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6376 members 
Mstep: Class 3 contains 1367 members 
Mstep: Class 4 contains 28148 members 
Mstep: Class 5 contains 8068 members 
Mstep: Class 6 contains 12580 members 
Mstep: Class 7 contains 36653 members 
Mstep: Class 8 contains 230163 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 9277 members 
Mstep: Class 11 contains 9526 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 75495 members 
Mstep: Class 14 contains 2145 members 
Mstep: Class 15 contains 90732 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29842 members 
Mstep: Class 18 contains 2485 members 
Mstep: Class 19 contains 9873 members 
Mstep: Class 20 contains 9221 members 
Mstep: Class 21 contains 67501 members 
Mstep: Class 22 contains 7428 members 
Mstep: Class 23 contains 2421 members 
Mstep: Class 24 contains 5389 members 
Mstep: Class 25 contains 30210 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14108 members 
Mstep: Class 28 contains 7353 members 
Mstep: Class 29 contains 5761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35929836.000000 Penalty: 63496.980469
Iteration 116Q: 30 clusters Score -3.592984e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6375 members 
Mstep: Class 3 contains 1370 members 
Mstep: Class 4 contains 28326 members 
Mstep: Class 5 contains 8069 members 
Mstep: Class 6 contains 12624 members 
Mstep: Class 7 contains 36794 members 
Mstep: Class 8 contains 229671 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 9273 members 
Mstep: Class 11 contains 9528 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 75532 members 
Mstep: Class 14 contains 2146 members 
Mstep: Class 15 contains 90745 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29830 members 
Mstep: Class 18 contains 2489 members 
Mstep: Class 19 contains 9874 members 
Mstep: Class 20 contains 9311 members 
Mstep: Class 21 contains 67482 members 
Mstep: Class 22 contains 7430 members 
Mstep: Class 23 contains 2420 members 
Mstep: Class 24 contains 5399 members 
Mstep: Class 25 contains 30216 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14100 members 
Mstep: Class 28 contains 7359 members 
Mstep: Class 29 contains 5759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35929892.000000 Penalty: 63496.980469
Iteration 117Q: 30 clusters Score -3.592989e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6374 members 
Mstep: Class 3 contains 1368 members 
Mstep: Class 4 contains 28496 members 
Mstep: Class 5 contains 8069 members 
Mstep: Class 6 contains 12652 members 
Mstep: Class 7 contains 36951 members 
Mstep: Class 8 contains 229192 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 9270 members 
Mstep: Class 11 contains 9529 members 
Mstep: Class 12 contains 1731 members 
Mstep: Class 13 contains 75561 members 
Mstep: Class 14 contains 2146 members 
Mstep: Class 15 contains 90747 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 29827 members 
Mstep: Class 18 contains 2492 members 
Mstep: Class 19 contains 9880 members 
Mstep: Class 20 contains 9394 members 
Mstep: Class 21 contains 67466 members 
Mstep: Class 22 contains 7431 members 
Mstep: Class 23 contains 2418 members 
Mstep: Class 24 contains 5401 members 
Mstep: Class 25 contains 30224 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14107 members 
Mstep: Class 28 contains 7366 members 
Mstep: Class 29 contains 5759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35929908.000000 Penalty: 63496.980469
Iteration 118Q: 30 clusters Score -3.592991e+07 nChanged 700
Entering ConstructFrom: 
Score: -35929908.000000 Penalty: 63496.980469
Entering ConstructFrom: 
Trying to split cluster 1 (3201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Entering Unmasked Estep 
Score: -163733.531250 Penalty: 1311.572998
	Iteration 0F: 2 clusters Score -163733.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -160918.843750 Penalty: 2623.145996
	Iteration 0F: 3 clusters Score -160918.8 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -161608.484375 Penalty: 2623.145996
	Iteration 1F: 3 clusters Score -161608.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -161757.406250 Penalty: 2623.145996
	Iteration 2F: 3 clusters Score -161757.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -161845.781250 Penalty: 2623.145996
	Iteration 3F: 3 clusters Score -161845.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -161914.093750 Penalty: 2623.145996
	Iteration 4Q: 3 clusters Score -161914.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -161972.468750 Penalty: 2623.145996
	Iteration 5Q: 3 clusters Score -161972.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -162020.968750 Penalty: 2623.145996
	Iteration 6Q: 3 clusters Score -162021 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -162064.796875 Penalty: 2623.145996
	Iteration 7Q: 3 clusters Score -162064.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -162115.390625 Penalty: 2623.145996
	Iteration 8Q: 3 clusters Score -162115.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -162159.828125 Penalty: 2623.145996
	Iteration 9Q: 3 clusters Score -162159.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -162210.750000 Penalty: 2623.145996
	Iteration 10Q: 3 clusters Score -162210.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -162262.062500 Penalty: 2623.145996
	Iteration 11Q: 3 clusters Score -162262.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -162336.640625 Penalty: 2623.145996
	Iteration 12Q: 3 clusters Score -162336.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -162427.796875 Penalty: 2623.145996
	Iteration 13Q: 3 clusters Score -162427.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -162511.218750 Penalty: 2623.145996
	Iteration 14Q: 3 clusters Score -162511.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -162586.390625 Penalty: 2623.145996
	Iteration 15Q: 3 clusters Score -162586.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -162641.156250 Penalty: 2623.145996
	Iteration 16Q: 3 clusters Score -162641.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -162676.593750 Penalty: 2623.145996
	Iteration 17Q: 3 clusters Score -162676.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -162705.859375 Penalty: 2623.145996
	Iteration 18Q: 3 clusters Score -162705.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -162730.156250 Penalty: 2623.145996
	Iteration 19Q: 3 clusters Score -162730.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -162753.515625 Penalty: 2623.145996
	Iteration 20F: 3 clusters Score -162753.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -162776.593750 Penalty: 2623.145996
	Iteration 21Q: 3 clusters Score -162776.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -162792.296875 Penalty: 2623.145996
	Iteration 22Q: 3 clusters Score -162792.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -162807.359375 Penalty: 2623.145996
	Iteration 23Q: 3 clusters Score -162807.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -162817.281250 Penalty: 2623.145996
	Iteration 24Q: 3 clusters Score -162817.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -162823.062500 Penalty: 2623.145996
	Iteration 25Q: 3 clusters Score -162823.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -162827.562500 Penalty: 2623.145996
	Iteration 26Q: 3 clusters Score -162827.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -162829.968750 Penalty: 2623.145996
	Iteration 27Q: 3 clusters Score -162830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -162834.031250 Penalty: 2623.145996
	Iteration 28Q: 3 clusters Score -162834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -162836.593750 Penalty: 2623.145996
	Iteration 29Q: 3 clusters Score -162836.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -162837.890625 Penalty: 2623.145996
	Iteration 30Q: 3 clusters Score -162837.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -162839.156250 Penalty: 2623.145996
	Iteration 31Q: 3 clusters Score -162839.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -162840.484375 Penalty: 2623.145996
	Iteration 32Q: 3 clusters Score -162840.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -162840.640625 Penalty: 2623.145996
	Iteration 33Q: 3 clusters Score -162840.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -162841.234375 Penalty: 2623.145996
	Iteration 34Q: 3 clusters Score -162841.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -162842.140625 Penalty: 2623.145996
	Iteration 35Q: 3 clusters Score -162842.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -162842.140625 Penalty: 2623.145996
	Iteration 36F: 3 clusters Score -162842.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Entering Unmasked Estep 
Score: -335074.593750 Penalty: 1423.497070
	Iteration 0F: 2 clusters Score -335074.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -330279.687500 Penalty: 2846.994141
	Iteration 0F: 3 clusters Score -330279.7 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -331666.437500 Penalty: 2846.994141
	Iteration 1F: 3 clusters Score -331666.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -331853.312500 Penalty: 2846.994141
	Iteration 2F: 3 clusters Score -331853.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -332018.531250 Penalty: 2846.994141
	Iteration 3F: 3 clusters Score -332018.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -332180.218750 Penalty: 2846.994141
	Iteration 4Q: 3 clusters Score -332180.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -332328.500000 Penalty: 2846.994141
	Iteration 5Q: 3 clusters Score -332328.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -332487.625000 Penalty: 2846.994141
	Iteration 6Q: 3 clusters Score -332487.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -332634.156250 Penalty: 2846.994141
	Iteration 7Q: 3 clusters Score -332634.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -332793.375000 Penalty: 2846.994141
	Iteration 8Q: 3 clusters Score -332793.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -332967.281250 Penalty: 2846.994141
	Iteration 9Q: 3 clusters Score -332967.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -333124.562500 Penalty: 2846.994141
	Iteration 10Q: 3 clusters Score -333124.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -333263.625000 Penalty: 2846.994141
	Iteration 11Q: 3 clusters Score -333263.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -333362.812500 Penalty: 2846.994141
	Iteration 12Q: 3 clusters Score -333362.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -333438.968750 Penalty: 2846.994141
	Iteration 13Q: 3 clusters Score -333439 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -333503.250000 Penalty: 2846.994141
	Iteration 14Q: 3 clusters Score -333503.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -333560.937500 Penalty: 2846.994141
	Iteration 15Q: 3 clusters Score -333560.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -333596.875000 Penalty: 2846.994141
	Iteration 16Q: 3 clusters Score -333596.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -333631.250000 Penalty: 2846.994141
	Iteration 17Q: 3 clusters Score -333631.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -333659.093750 Penalty: 2846.994141
	Iteration 18Q: 3 clusters Score -333659.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -333681.781250 Penalty: 2846.994141
	Iteration 19Q: 3 clusters Score -333681.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -333701.406250 Penalty: 2846.994141
	Iteration 20F: 3 clusters Score -333701.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -333716.187500 Penalty: 2846.994141
	Iteration 21Q: 3 clusters Score -333716.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -333726.562500 Penalty: 2846.994141
	Iteration 22Q: 3 clusters Score -333726.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -333734.625000 Penalty: 2846.994141
	Iteration 23Q: 3 clusters Score -333734.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -333740.500000 Penalty: 2846.994141
	Iteration 24Q: 3 clusters Score -333740.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -333743.125000 Penalty: 2846.994141
	Iteration 25Q: 3 clusters Score -333743.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -333744.250000 Penalty: 2846.994141
	Iteration 26Q: 3 clusters Score -333744.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -333746.343750 Penalty: 2846.994141
	Iteration 27Q: 3 clusters Score -333746.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -333749.187500 Penalty: 2846.994141
	Iteration 28Q: 3 clusters Score -333749.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -333753.968750 Penalty: 2846.994141
	Iteration 29Q: 3 clusters Score -333754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -333759.281250 Penalty: 2846.994141
	Iteration 30Q: 3 clusters Score -333759.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -333761.625000 Penalty: 2846.994141
	Iteration 31Q: 3 clusters Score -333761.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -333763.906250 Penalty: 2846.994141
	Iteration 32Q: 3 clusters Score -333763.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -333768.156250 Penalty: 2846.994141
	Iteration 33Q: 3 clusters Score -333768.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -333770.062500 Penalty: 2846.994141
	Iteration 34Q: 3 clusters Score -333770.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -333772.406250 Penalty: 2846.994141
	Iteration 35Q: 3 clusters Score -333772.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -333773.781250 Penalty: 2846.994141
	Iteration 36Q: 3 clusters Score -333773.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -333774.750000 Penalty: 2846.994141
	Iteration 37Q: 3 clusters Score -333774.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -333776.125000 Penalty: 2846.994141
	Iteration 38Q: 3 clusters Score -333776.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -333775.843750 Penalty: 2846.994141
	Iteration 39Q: 3 clusters Score -333775.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -333777.062500 Penalty: 2846.994141
	Iteration 40F: 3 clusters Score -333777.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -333777.656250 Penalty: 2846.994141
	Iteration 41Q: 3 clusters Score -333777.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -333778.406250 Penalty: 2846.994141
	Iteration 42Q: 3 clusters Score -333778.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -333778.406250 Penalty: 2846.994141
	Iteration 43F: 3 clusters Score -333778.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -58072.960938 Penalty: 1173.191895
	Iteration 0F: 2 clusters Score -58072.96 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 654 members 
Entering Unmasked Estep 
Score: -56381.050781 Penalty: 2346.383789
	Iteration 0F: 3 clusters Score -56381.05 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -56693.929688 Penalty: 2346.383789
	Iteration 1F: 3 clusters Score -56693.93 nChanged 96
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: -56797.980469 Penalty: 2346.383789
	Iteration 2F: 3 clusters Score -56797.98 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -56874.195312 Penalty: 2346.383789
	Iteration 3F: 3 clusters Score -56874.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -56963.332031 Penalty: 2346.383789
	Iteration 4Q: 3 clusters Score -56963.33 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -57054.566406 Penalty: 2346.383789
	Iteration 5Q: 3 clusters Score -57054.57 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -57124.406250 Penalty: 2346.383789
	Iteration 6Q: 3 clusters Score -57124.41 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -57166.199219 Penalty: 2346.383789
	Iteration 7Q: 3 clusters Score -57166.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -57189.757812 Penalty: 2346.383789
	Iteration 8Q: 3 clusters Score -57189.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -57213.414062 Penalty: 2346.383789
	Iteration 9Q: 3 clusters Score -57213.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -57230.230469 Penalty: 2346.383789
	Iteration 10Q: 3 clusters Score -57230.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -57250.101562 Penalty: 2346.383789
	Iteration 11Q: 3 clusters Score -57250.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -57272.156250 Penalty: 2346.383789
	Iteration 12Q: 3 clusters Score -57272.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -57292.796875 Penalty: 2346.383789
	Iteration 13Q: 3 clusters Score -57292.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -57307.507812 Penalty: 2346.383789
	Iteration 14Q: 3 clusters Score -57307.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -57324.894531 Penalty: 2346.383789
	Iteration 15Q: 3 clusters Score -57324.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -57346.144531 Penalty: 2346.383789
	Iteration 16Q: 3 clusters Score -57346.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -57370.492188 Penalty: 2346.383789
	Iteration 17Q: 3 clusters Score -57370.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -57388.593750 Penalty: 2346.383789
	Iteration 18Q: 3 clusters Score -57388.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -57416.234375 Penalty: 2346.383789
	Iteration 19Q: 3 clusters Score -57416.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -57436.738281 Penalty: 2346.383789
	Iteration 20F: 3 clusters Score -57436.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -57454.089844 Penalty: 2346.383789
	Iteration 21Q: 3 clusters Score -57454.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -57469.878906 Penalty: 2346.383789
	Iteration 22Q: 3 clusters Score -57469.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -57490.082031 Penalty: 2346.383789
	Iteration 23Q: 3 clusters Score -57490.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -57509.914062 Penalty: 2346.383789
	Iteration 24Q: 3 clusters Score -57509.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -57526.757812 Penalty: 2346.383789
	Iteration 25Q: 3 clusters Score -57526.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -57552.085938 Penalty: 2346.383789
	Iteration 26Q: 3 clusters Score -57552.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -57577.527344 Penalty: 2346.383789
	Iteration 27Q: 3 clusters Score -57577.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -57596.074219 Penalty: 2346.383789
	Iteration 28Q: 3 clusters Score -57596.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -57609.015625 Penalty: 2346.383789
	Iteration 29Q: 3 clusters Score -57609.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -57618.652344 Penalty: 2346.383789
	Iteration 30Q: 3 clusters Score -57618.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -57627.117188 Penalty: 2346.383789
	Iteration 31Q: 3 clusters Score -57627.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -57631.113281 Penalty: 2346.383789
	Iteration 32Q: 3 clusters Score -57631.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -57632.183594 Penalty: 2346.383789
	Iteration 33Q: 3 clusters Score -57632.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -57632.640625 Penalty: 2346.383789
	Iteration 34Q: 3 clusters Score -57632.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -57632.640625 Penalty: 2346.383789
	Iteration 35F: 3 clusters Score -57632.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (28648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Entering Unmasked Estep 
Score: -1574161.750000 Penalty: 1667.711426
	Iteration 0F: 2 clusters Score -1574162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1554771.250000 Penalty: 3335.422852
	Iteration 0F: 3 clusters Score -1554771 nChanged 13284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1562139.875000 Penalty: 3335.422852
	Iteration 1F: 3 clusters Score -1562140 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1562559.375000 Penalty: 3335.422852
	Iteration 2Q: 3 clusters Score -1562559 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -1563046.875000 Penalty: 3335.422852
	Iteration 3Q: 3 clusters Score -1563047 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -1563688.375000 Penalty: 3335.422852
	Iteration 4Q: 3 clusters Score -1563688 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -1564668.125000 Penalty: 3335.422852
	Iteration 5F: 3 clusters Score -1564668 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -1566151.375000 Penalty: 3335.422852
	Iteration 6F: 3 clusters Score -1566151 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -1568039.875000 Penalty: 3335.422852
	Iteration 7F: 3 clusters Score -1568040 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -1569917.000000 Penalty: 3335.422852
	Iteration 8F: 3 clusters Score -1569917 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -1571329.625000 Penalty: 3335.422852
	Iteration 9F: 3 clusters Score -1571330 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -1572111.500000 Penalty: 3335.422852
	Iteration 10Q: 3 clusters Score -1572112 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -1572417.125000 Penalty: 3335.422852
	Iteration 11Q: 3 clusters Score -1572417 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -1572529.125000 Penalty: 3335.422852
	Iteration 12Q: 3 clusters Score -1572529 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -1572594.375000 Penalty: 3335.422852
	Iteration 13Q: 3 clusters Score -1572594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -1572623.625000 Penalty: 3335.422852
	Iteration 14Q: 3 clusters Score -1572624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -1572639.750000 Penalty: 3335.422852
	Iteration 15Q: 3 clusters Score -1572640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -1572653.250000 Penalty: 3335.422852
	Iteration 16Q: 3 clusters Score -1572653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -1572661.750000 Penalty: 3335.422852
	Iteration 17Q: 3 clusters Score -1572662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -1572669.250000 Penalty: 3335.422852
	Iteration 18Q: 3 clusters Score -1572669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -1572676.375000 Penalty: 3335.422852
	Iteration 19Q: 3 clusters Score -1572676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -1572677.500000 Penalty: 3335.422852
	Iteration 20F: 3 clusters Score -1572678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -1572683.500000 Penalty: 3335.422852
	Iteration 21Q: 3 clusters Score -1572684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -1572686.250000 Penalty: 3335.422852
	Iteration 22Q: 3 clusters Score -1572686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -1572686.250000 Penalty: 3335.422852
	Iteration 23F: 3 clusters Score -1572686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Entering Unmasked Estep 
Score: -405571.218750 Penalty: 1461.794922
	Iteration 0F: 2 clusters Score -405571.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -399702.406250 Penalty: 2923.589844
	Iteration 0F: 3 clusters Score -399702.4 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -401513.218750 Penalty: 2923.589844
	Iteration 1F: 3 clusters Score -401513.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -401737.000000 Penalty: 2923.589844
	Iteration 2F: 3 clusters Score -401737 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -401902.031250 Penalty: 2923.589844
	Iteration 3F: 3 clusters Score -401902 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -402089.843750 Penalty: 2923.589844
	Iteration 4Q: 3 clusters Score -402089.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -402338.343750 Penalty: 2923.589844
	Iteration 5Q: 3 clusters Score -402338.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -402700.875000 Penalty: 2923.589844
	Iteration 6F: 3 clusters Score -402700.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -403137.312500 Penalty: 2923.589844
	Iteration 7F: 3 clusters Score -403137.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -403569.875000 Penalty: 2923.589844
	Iteration 8F: 3 clusters Score -403569.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -403871.906250 Penalty: 2923.589844
	Iteration 9F: 3 clusters Score -403871.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -404099.718750 Penalty: 2923.589844
	Iteration 10Q: 3 clusters Score -404099.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -404257.343750 Penalty: 2923.589844
	Iteration 11Q: 3 clusters Score -404257.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -404343.218750 Penalty: 2923.589844
	Iteration 12Q: 3 clusters Score -404343.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -404409.468750 Penalty: 2923.589844
	Iteration 13Q: 3 clusters Score -404409.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -404453.656250 Penalty: 2923.589844
	Iteration 14Q: 3 clusters Score -404453.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -404488.781250 Penalty: 2923.589844
	Iteration 15Q: 3 clusters Score -404488.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -404521.062500 Penalty: 2923.589844
	Iteration 16Q: 3 clusters Score -404521.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -404543.906250 Penalty: 2923.589844
	Iteration 17Q: 3 clusters Score -404543.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -404557.375000 Penalty: 2923.589844
	Iteration 18Q: 3 clusters Score -404557.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -404568.156250 Penalty: 2923.589844
	Iteration 19Q: 3 clusters Score -404568.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -404573.968750 Penalty: 2923.589844
	Iteration 20F: 3 clusters Score -404574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -404580.125000 Penalty: 2923.589844
	Iteration 21Q: 3 clusters Score -404580.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -404586.125000 Penalty: 2923.589844
	Iteration 22Q: 3 clusters Score -404586.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -404592.937500 Penalty: 2923.589844
	Iteration 23Q: 3 clusters Score -404592.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -404596.250000 Penalty: 2923.589844
	Iteration 24Q: 3 clusters Score -404596.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -404599.031250 Penalty: 2923.589844
	Iteration 25Q: 3 clusters Score -404599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -404603.500000 Penalty: 2923.589844
	Iteration 26Q: 3 clusters Score -404603.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -404609.531250 Penalty: 2923.589844
	Iteration 27Q: 3 clusters Score -404609.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -404617.468750 Penalty: 2923.589844
	Iteration 28Q: 3 clusters Score -404617.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -404624.875000 Penalty: 2923.589844
	Iteration 29Q: 3 clusters Score -404624.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -404631.906250 Penalty: 2923.589844
	Iteration 30Q: 3 clusters Score -404631.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -404641.625000 Penalty: 2923.589844
	Iteration 31Q: 3 clusters Score -404641.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -404649.937500 Penalty: 2923.589844
	Iteration 32Q: 3 clusters Score -404649.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -404655.312500 Penalty: 2923.589844
	Iteration 33Q: 3 clusters Score -404655.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -404663.656250 Penalty: 2923.589844
	Iteration 34Q: 3 clusters Score -404663.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -404673.875000 Penalty: 2923.589844
	Iteration 35Q: 3 clusters Score -404673.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -404688.031250 Penalty: 2923.589844
	Iteration 36Q: 3 clusters Score -404688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -404699.843750 Penalty: 2923.589844
	Iteration 37Q: 3 clusters Score -404699.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -404711.000000 Penalty: 2923.589844
	Iteration 38Q: 3 clusters Score -404711 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -404726.812500 Penalty: 2923.589844
	Iteration 39Q: 3 clusters Score -404726.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -404735.562500 Penalty: 2923.589844
	Iteration 40F: 3 clusters Score -404735.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -404741.843750 Penalty: 2923.589844
	Iteration 41Q: 3 clusters Score -404741.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -404748.093750 Penalty: 2923.589844
	Iteration 42Q: 3 clusters Score -404748.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -404752.187500 Penalty: 2923.589844
	Iteration 43Q: 3 clusters Score -404752.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -404757.687500 Penalty: 2923.589844
	Iteration 44Q: 3 clusters Score -404757.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -404761.000000 Penalty: 2923.589844
	Iteration 45Q: 3 clusters Score -404761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -404767.406250 Penalty: 2923.589844
	Iteration 46Q: 3 clusters Score -404767.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -404775.250000 Penalty: 2923.589844
	Iteration 47Q: 3 clusters Score -404775.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -404781.937500 Penalty: 2923.589844
	Iteration 48Q: 3 clusters Score -404781.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -404791.406250 Penalty: 2923.589844
	Iteration 49Q: 3 clusters Score -404791.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -404798.531250 Penalty: 2923.589844
	Iteration 50Q: 3 clusters Score -404798.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -404803.156250 Penalty: 2923.589844
	Iteration 51Q: 3 clusters Score -404803.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -404808.437500 Penalty: 2923.589844
	Iteration 52Q: 3 clusters Score -404808.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -404814.656250 Penalty: 2923.589844
	Iteration 53Q: 3 clusters Score -404814.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -404816.687500 Penalty: 2923.589844
	Iteration 54Q: 3 clusters Score -404816.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -404821.156250 Penalty: 2923.589844
	Iteration 55Q: 3 clusters Score -404821.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -404825.312500 Penalty: 2923.589844
	Iteration 56Q: 3 clusters Score -404825.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -404826.656250 Penalty: 2923.589844
	Iteration 57Q: 3 clusters Score -404826.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -404826.968750 Penalty: 2923.589844
	Iteration 58Q: 3 clusters Score -404827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -404826.968750 Penalty: 2923.589844
	Iteration 59F: 3 clusters Score -404827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Entering Unmasked Estep 
Score: -605254.000000 Penalty: 1535.251587
	Iteration 0F: 2 clusters Score -605254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -596335.625000 Penalty: 3070.503174
	Iteration 0F: 3 clusters Score -596335.6 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -599254.875000 Penalty: 3070.503174
	Iteration 1F: 3 clusters Score -599254.9 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -599598.875000 Penalty: 3070.503174
	Iteration 2F: 3 clusters Score -599598.9 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -599939.687500 Penalty: 3070.503174
	Iteration 3F: 3 clusters Score -599939.7 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -600291.500000 Penalty: 3070.503174
	Iteration 4F: 3 clusters Score -600291.5 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -600712.937500 Penalty: 3070.503174
	Iteration 5F: 3 clusters Score -600712.9 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -601214.250000 Penalty: 3070.503174
	Iteration 6F: 3 clusters Score -601214.2 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -601760.437500 Penalty: 3070.503174
	Iteration 7F: 3 clusters Score -601760.4 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -602284.687500 Penalty: 3070.503174
	Iteration 8F: 3 clusters Score -602284.7 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -602716.812500 Penalty: 3070.503174
	Iteration 9Q: 3 clusters Score -602716.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -603038.000000 Penalty: 3070.503174
	Iteration 10Q: 3 clusters Score -603038 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -603277.750000 Penalty: 3070.503174
	Iteration 11Q: 3 clusters Score -603277.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -603435.250000 Penalty: 3070.503174
	Iteration 12Q: 3 clusters Score -603435.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -603562.625000 Penalty: 3070.503174
	Iteration 13Q: 3 clusters Score -603562.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -603666.000000 Penalty: 3070.503174
	Iteration 14Q: 3 clusters Score -603666 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -603735.562500 Penalty: 3070.503174
	Iteration 15Q: 3 clusters Score -603735.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -603788.812500 Penalty: 3070.503174
	Iteration 16Q: 3 clusters Score -603788.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -603835.750000 Penalty: 3070.503174
	Iteration 17Q: 3 clusters Score -603835.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -603857.500000 Penalty: 3070.503174
	Iteration 18Q: 3 clusters Score -603857.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -603873.250000 Penalty: 3070.503174
	Iteration 19Q: 3 clusters Score -603873.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -603886.687500 Penalty: 3070.503174
	Iteration 20F: 3 clusters Score -603886.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -603904.312500 Penalty: 3070.503174
	Iteration 21Q: 3 clusters Score -603904.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -603917.312500 Penalty: 3070.503174
	Iteration 22Q: 3 clusters Score -603917.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -603930.375000 Penalty: 3070.503174
	Iteration 23Q: 3 clusters Score -603930.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -603953.437500 Penalty: 3070.503174
	Iteration 24Q: 3 clusters Score -603953.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -603968.125000 Penalty: 3070.503174
	Iteration 25Q: 3 clusters Score -603968.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -603980.812500 Penalty: 3070.503174
	Iteration 26Q: 3 clusters Score -603980.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -603988.125000 Penalty: 3070.503174
	Iteration 27Q: 3 clusters Score -603988.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -603996.812500 Penalty: 3070.503174
	Iteration 28Q: 3 clusters Score -603996.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -604004.562500 Penalty: 3070.503174
	Iteration 29Q: 3 clusters Score -604004.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -604014.375000 Penalty: 3070.503174
	Iteration 30Q: 3 clusters Score -604014.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -604016.937500 Penalty: 3070.503174
	Iteration 31Q: 3 clusters Score -604016.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -604026.312500 Penalty: 3070.503174
	Iteration 32Q: 3 clusters Score -604026.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -604029.062500 Penalty: 3070.503174
	Iteration 33Q: 3 clusters Score -604029.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -604032.562500 Penalty: 3070.503174
	Iteration 34Q: 3 clusters Score -604032.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -604035.000000 Penalty: 3070.503174
	Iteration 35Q: 3 clusters Score -604035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -604035.250000 Penalty: 3070.503174
	Iteration 36Q: 3 clusters Score -604035.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -604036.187500 Penalty: 3070.503174
	Iteration 37Q: 3 clusters Score -604036.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -604035.812500 Penalty: 3070.503174
	Iteration 38Q: 3 clusters Score -604035.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -604036.500000 Penalty: 3070.503174
	Iteration 39Q: 3 clusters Score -604036.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -604037.500000 Penalty: 3070.503174
	Iteration 40F: 3 clusters Score -604037.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -604037.625000 Penalty: 3070.503174
	Iteration 41Q: 3 clusters Score -604037.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -604037.625000 Penalty: 3070.503174
	Iteration 42F: 3 clusters Score -604037.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Entering Unmasked Estep 
Score: -2042549.250000 Penalty: 1709.801758
	Iteration 0F: 2 clusters Score -2042549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2017647.125000 Penalty: 3419.603516
	Iteration 0F: 3 clusters Score -2017647 nChanged 17244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2027145.625000 Penalty: 3419.603516
	Iteration 1F: 3 clusters Score -2027146 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2027603.500000 Penalty: 3419.603516
	Iteration 2Q: 3 clusters Score -2027604 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -2028128.750000 Penalty: 3419.603516
	Iteration 3Q: 3 clusters Score -2028129 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -2028852.250000 Penalty: 3419.603516
	Iteration 4Q: 3 clusters Score -2028852 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -2029863.875000 Penalty: 3419.603516
	Iteration 5F: 3 clusters Score -2029864 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -2031240.375000 Penalty: 3419.603516
	Iteration 6F: 3 clusters Score -2031240 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -2032978.125000 Penalty: 3419.603516
	Iteration 7F: 3 clusters Score -2032978 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -2034864.625000 Penalty: 3419.603516
	Iteration 8F: 3 clusters Score -2034865 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -2036692.500000 Penalty: 3419.603516
	Iteration 9F: 3 clusters Score -2036692 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -2038241.500000 Penalty: 3419.603516
	Iteration 10Q: 3 clusters Score -2038242 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -2039446.625000 Penalty: 3419.603516
	Iteration 11Q: 3 clusters Score -2039447 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -2040265.250000 Penalty: 3419.603516
	Iteration 12Q: 3 clusters Score -2040265 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -2040725.875000 Penalty: 3419.603516
	Iteration 13Q: 3 clusters Score -2040726 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -2040966.875000 Penalty: 3419.603516
	Iteration 14Q: 3 clusters Score -2040967 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -2041092.125000 Penalty: 3419.603516
	Iteration 15Q: 3 clusters Score -2041092 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -2041142.250000 Penalty: 3419.603516
	Iteration 16Q: 3 clusters Score -2041142 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -2041171.875000 Penalty: 3419.603516
	Iteration 17Q: 3 clusters Score -2041172 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -2041209.125000 Penalty: 3419.603516
	Iteration 18Q: 3 clusters Score -2041209 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -2041237.625000 Penalty: 3419.603516
	Iteration 19Q: 3 clusters Score -2041238 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -2041266.750000 Penalty: 3419.603516
	Iteration 20F: 3 clusters Score -2041267 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -2041277.875000 Penalty: 3419.603516
	Iteration 21Q: 3 clusters Score -2041278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -2041293.500000 Penalty: 3419.603516
	Iteration 22Q: 3 clusters Score -2041294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -2041313.625000 Penalty: 3419.603516
	Iteration 23Q: 3 clusters Score -2041314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -2041316.375000 Penalty: 3419.603516
	Iteration 24Q: 3 clusters Score -2041316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -2041330.000000 Penalty: 3419.603516
	Iteration 25Q: 3 clusters Score -2041330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -2041338.000000 Penalty: 3419.603516
	Iteration 26Q: 3 clusters Score -2041338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -2041340.500000 Penalty: 3419.603516
	Iteration 27Q: 3 clusters Score -2041340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -2041340.750000 Penalty: 3419.603516
	Iteration 28Q: 3 clusters Score -2041341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -2041341.375000 Penalty: 3419.603516
	Iteration 29Q: 3 clusters Score -2041341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -2041348.125000 Penalty: 3419.603516
	Iteration 30Q: 3 clusters Score -2041348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -2041352.125000 Penalty: 3419.603516
	Iteration 31Q: 3 clusters Score -2041352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -2041353.125000 Penalty: 3419.603516
	Iteration 32Q: 3 clusters Score -2041353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -2041357.500000 Penalty: 3419.603516
	Iteration 33Q: 3 clusters Score -2041358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -2041360.500000 Penalty: 3419.603516
	Iteration 34Q: 3 clusters Score -2041360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -2041361.625000 Penalty: 3419.603516
	Iteration 35Q: 3 clusters Score -2041362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -2041364.500000 Penalty: 3419.603516
	Iteration 36Q: 3 clusters Score -2041364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -2041369.000000 Penalty: 3419.603516
	Iteration 37Q: 3 clusters Score -2041369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -2041368.875000 Penalty: 3419.603516
	Iteration 38Q: 3 clusters Score -2041369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -2041369.125000 Penalty: 3419.603516
	Iteration 39Q: 3 clusters Score -2041369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -2041369.500000 Penalty: 3419.603516
	Iteration 40F: 3 clusters Score -2041370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (228743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228743 members 
Entering Unmasked Estep 
Score: -12312100.000000 Penalty: 2005.307495
	Iteration 0F: 2 clusters Score -1.23121e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114383 members 
Mstep: Class 2 contains 114360 members 
Entering Unmasked Estep 
Score: -12158350.000000 Penalty: 4010.614990
	Iteration 0F: 3 clusters Score -1.215835e+07 nChanged 111176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115487 members 
Mstep: Class 2 contains 113256 members 
Entering Unmasked Estep 
Score: -12224528.000000 Penalty: 4010.614990
	Iteration 1F: 3 clusters Score -1.222453e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116376 members 
Mstep: Class 2 contains 112367 members 
Entering Unmasked Estep 
Score: -12226495.000000 Penalty: 4010.614990
	Iteration 2Q: 3 clusters Score -1.22265e+07 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117986 members 
Mstep: Class 2 contains 110757 members 
Entering Unmasked Estep 
Score: -12229167.000000 Penalty: 4010.614990
	Iteration 3Q: 3 clusters Score -1.222917e+07 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120670 members 
Mstep: Class 2 contains 108073 members 
Entering Unmasked Estep 
Score: -12232979.000000 Penalty: 4010.614990
	Iteration 4Q: 3 clusters Score -1.223298e+07 nChanged 11404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124624 members 
Mstep: Class 2 contains 104119 members 
Entering Unmasked Estep 
Score: -12238128.000000 Penalty: 4010.614990
	Iteration 5Q: 3 clusters Score -1.223813e+07 nChanged 13138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130338 members 
Mstep: Class 2 contains 98405 members 
Entering Unmasked Estep 
Score: -12244899.000000 Penalty: 4010.614990
	Iteration 6F: 3 clusters Score -1.22449e+07 nChanged 14040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137090 members 
Mstep: Class 2 contains 91653 members 
Entering Unmasked Estep 
Score: -12253283.000000 Penalty: 4010.614990
	Iteration 7F: 3 clusters Score -1.225328e+07 nChanged 13868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144024 members 
Mstep: Class 2 contains 84719 members 
Entering Unmasked Estep 
Score: -12262664.000000 Penalty: 4010.614990
	Iteration 8F: 3 clusters Score -1.226266e+07 nChanged 12391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150139 members 
Mstep: Class 2 contains 78604 members 
Entering Unmasked Estep 
Score: -12271329.000000 Penalty: 4010.614990
	Iteration 9F: 3 clusters Score -1.227133e+07 nChanged 9985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155268 members 
Mstep: Class 2 contains 73475 members 
Entering Unmasked Estep 
Score: -12277269.000000 Penalty: 4010.614990
	Iteration 10Q: 3 clusters Score -1.227727e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160052 members 
Mstep: Class 2 contains 68691 members 
Entering Unmasked Estep 
Score: -12280777.000000 Penalty: 4010.614990
	Iteration 11Q: 3 clusters Score -1.228078e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164960 members 
Mstep: Class 2 contains 63783 members 
Entering Unmasked Estep 
Score: -12283155.000000 Penalty: 4010.614990
	Iteration 12Q: 3 clusters Score -1.228316e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170132 members 
Mstep: Class 2 contains 58611 members 
Entering Unmasked Estep 
Score: -12285429.000000 Penalty: 4010.614990
	Iteration 13Q: 3 clusters Score -1.228543e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175485 members 
Mstep: Class 2 contains 53258 members 
Entering Unmasked Estep 
Score: -12288076.000000 Penalty: 4010.614990
	Iteration 14Q: 3 clusters Score -1.228808e+07 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180700 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -12290767.000000 Penalty: 4010.614990
	Iteration 15Q: 3 clusters Score -1.229077e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185714 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -12293587.000000 Penalty: 4010.614990
	Iteration 16Q: 3 clusters Score -1.229359e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190484 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -12296206.000000 Penalty: 4010.614990
	Iteration 17Q: 3 clusters Score -1.229621e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194793 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -12298762.000000 Penalty: 4010.614990
	Iteration 18Q: 3 clusters Score -1.229876e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198592 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -12300924.000000 Penalty: 4010.614990
	Iteration 19Q: 3 clusters Score -1.230092e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201842 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -12302693.000000 Penalty: 4010.614990
	Iteration 20F: 3 clusters Score -1.230269e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204677 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -12304006.000000 Penalty: 4010.614990
	Iteration 21Q: 3 clusters Score -1.230401e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207108 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -12305110.000000 Penalty: 4010.614990
	Iteration 22Q: 3 clusters Score -1.230511e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209268 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -12305933.000000 Penalty: 4010.614990
	Iteration 23Q: 3 clusters Score -1.230593e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211203 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -12306843.000000 Penalty: 4010.614990
	Iteration 24Q: 3 clusters Score -1.230684e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212959 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -12307535.000000 Penalty: 4010.614990
	Iteration 25Q: 3 clusters Score -1.230754e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214517 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -12308116.000000 Penalty: 4010.614990
	Iteration 26Q: 3 clusters Score -1.230812e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215877 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -12308565.000000 Penalty: 4010.614990
	Iteration 27Q: 3 clusters Score -1.230856e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217060 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -12308902.000000 Penalty: 4010.614990
	Iteration 28Q: 3 clusters Score -1.23089e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218091 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -12309275.000000 Penalty: 4010.614990
	Iteration 29Q: 3 clusters Score -1.230928e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219000 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -12309516.000000 Penalty: 4010.614990
	Iteration 30Q: 3 clusters Score -1.230952e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219796 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -12309764.000000 Penalty: 4010.614990
	Iteration 31Q: 3 clusters Score -1.230976e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220516 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -12310012.000000 Penalty: 4010.614990
	Iteration 32Q: 3 clusters Score -1.231001e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221131 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -12310241.000000 Penalty: 4010.614990
	Iteration 33Q: 3 clusters Score -1.231024e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221682 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -12310394.000000 Penalty: 4010.614990
	Iteration 34Q: 3 clusters Score -1.231039e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222139 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -12310497.000000 Penalty: 4010.614990
	Iteration 35Q: 3 clusters Score -1.23105e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222555 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -12310606.000000 Penalty: 4010.614990
	Iteration 36Q: 3 clusters Score -1.231061e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222894 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -12310677.000000 Penalty: 4010.614990
	Iteration 37Q: 3 clusters Score -1.231068e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223184 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -12310729.000000 Penalty: 4010.614990
	Iteration 38Q: 3 clusters Score -1.231073e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223447 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -12310789.000000 Penalty: 4010.614990
	Iteration 39Q: 3 clusters Score -1.231079e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223688 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -12310822.000000 Penalty: 4010.614990
	Iteration 40F: 3 clusters Score -1.231082e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223905 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -12310854.000000 Penalty: 4010.614990
	Iteration 41Q: 3 clusters Score -1.231085e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224086 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -12310931.000000 Penalty: 4010.614990
	Iteration 42Q: 3 clusters Score -1.231093e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224268 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -12310944.000000 Penalty: 4010.614990
	Iteration 43Q: 3 clusters Score -1.231094e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224416 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -12310976.000000 Penalty: 4010.614990
	Iteration 44Q: 3 clusters Score -1.231098e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224548 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -12310999.000000 Penalty: 4010.614990
	Iteration 45Q: 3 clusters Score -1.2311e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224657 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -12311029.000000 Penalty: 4010.614990
	Iteration 46Q: 3 clusters Score -1.231103e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224754 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -12311041.000000 Penalty: 4010.614990
	Iteration 47Q: 3 clusters Score -1.231104e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224853 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -12311059.000000 Penalty: 4010.614990
	Iteration 48Q: 3 clusters Score -1.231106e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224928 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -12311079.000000 Penalty: 4010.614990
	Iteration 49Q: 3 clusters Score -1.231108e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224991 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -12311079.000000 Penalty: 4010.614990
	Iteration 50Q: 3 clusters Score -1.231108e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225045 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -12311087.000000 Penalty: 4010.614990
	Iteration 51Q: 3 clusters Score -1.231109e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225089 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -12311083.000000 Penalty: 4010.614990
	Iteration 52Q: 3 clusters Score -1.231108e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225134 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -12311093.000000 Penalty: 4010.614990
	Iteration 53Q: 3 clusters Score -1.231109e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225164 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -12311106.000000 Penalty: 4010.614990
	Iteration 54Q: 3 clusters Score -1.231111e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225195 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -12311137.000000 Penalty: 4010.614990
	Iteration 55Q: 3 clusters Score -1.231114e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225222 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -12311126.000000 Penalty: 4010.614990
	Iteration 56Q: 3 clusters Score -1.231113e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225244 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -12311110.000000 Penalty: 4010.614990
	Iteration 57Q: 3 clusters Score -1.231111e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225262 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -12311125.000000 Penalty: 4010.614990
	Iteration 58Q: 3 clusters Score -1.231112e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225276 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -12311118.000000 Penalty: 4010.614990
	Iteration 59Q: 3 clusters Score -1.231112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225289 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -12311116.000000 Penalty: 4010.614990
	Iteration 60F: 3 clusters Score -1.231112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225302 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -12311108.000000 Penalty: 4010.614990
	Iteration 61Q: 3 clusters Score -1.231111e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225316 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -12311109.000000 Penalty: 4010.614990
	Iteration 62Q: 3 clusters Score -1.231111e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225335 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -12311130.000000 Penalty: 4010.614990
	Iteration 63Q: 3 clusters Score -1.231113e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225354 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -12311097.000000 Penalty: 4010.614990
	Iteration 64Q: 3 clusters Score -1.23111e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225379 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -12311099.000000 Penalty: 4010.614990
	Iteration 65Q: 3 clusters Score -1.23111e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225398 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -12311119.000000 Penalty: 4010.614990
	Iteration 66Q: 3 clusters Score -1.231112e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225413 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -12311105.000000 Penalty: 4010.614990
	Iteration 67Q: 3 clusters Score -1.23111e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225426 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -12311106.000000 Penalty: 4010.614990
	Iteration 68Q: 3 clusters Score -1.231111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225436 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -12311109.000000 Penalty: 4010.614990
	Iteration 69Q: 3 clusters Score -1.231111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225449 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -12311109.000000 Penalty: 4010.614990
	Iteration 70Q: 3 clusters Score -1.231111e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225463 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -12311111.000000 Penalty: 4010.614990
	Iteration 71Q: 3 clusters Score -1.231111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225476 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -12311120.000000 Penalty: 4010.614990
	Iteration 72Q: 3 clusters Score -1.231112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225486 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -12311127.000000 Penalty: 4010.614990
	Iteration 73Q: 3 clusters Score -1.231113e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225500 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -12311133.000000 Penalty: 4010.614990
	Iteration 74Q: 3 clusters Score -1.231113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225511 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -12311127.000000 Penalty: 4010.614990
	Iteration 75Q: 3 clusters Score -1.231113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225517 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -12311105.000000 Penalty: 4010.614990
	Iteration 76Q: 3 clusters Score -1.23111e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225531 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -12311129.000000 Penalty: 4010.614990
	Iteration 77Q: 3 clusters Score -1.231113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225539 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -12311120.000000 Penalty: 4010.614990
	Iteration 78Q: 3 clusters Score -1.231112e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225549 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -12311133.000000 Penalty: 4010.614990
	Iteration 79Q: 3 clusters Score -1.231113e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225569 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -12311126.000000 Penalty: 4010.614990
	Iteration 80F: 3 clusters Score -1.231113e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225589 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -12311127.000000 Penalty: 4010.614990
	Iteration 81Q: 3 clusters Score -1.231113e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225609 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -12311133.000000 Penalty: 4010.614990
	Iteration 82Q: 3 clusters Score -1.231113e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225627 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -12311136.000000 Penalty: 4010.614990
	Iteration 83Q: 3 clusters Score -1.231114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225639 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -12311155.000000 Penalty: 4010.614990
	Iteration 84Q: 3 clusters Score -1.231116e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225650 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -12311156.000000 Penalty: 4010.614990
	Iteration 85Q: 3 clusters Score -1.231116e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225665 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -12311149.000000 Penalty: 4010.614990
	Iteration 86Q: 3 clusters Score -1.231115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225679 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -12311162.000000 Penalty: 4010.614990
	Iteration 87Q: 3 clusters Score -1.231116e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225697 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -12311163.000000 Penalty: 4010.614990
	Iteration 88Q: 3 clusters Score -1.231116e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225717 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -12311170.000000 Penalty: 4010.614990
	Iteration 89Q: 3 clusters Score -1.231117e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225734 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -12311182.000000 Penalty: 4010.614990
	Iteration 90Q: 3 clusters Score -1.231118e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225744 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -12311180.000000 Penalty: 4010.614990
	Iteration 91Q: 3 clusters Score -1.231118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225753 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -12311180.000000 Penalty: 4010.614990
	Iteration 92Q: 3 clusters Score -1.231118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225766 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -12311188.000000 Penalty: 4010.614990
	Iteration 93Q: 3 clusters Score -1.231119e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225774 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -12311184.000000 Penalty: 4010.614990
	Iteration 94Q: 3 clusters Score -1.231118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225781 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -12311186.000000 Penalty: 4010.614990
	Iteration 95Q: 3 clusters Score -1.231119e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225791 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -12311180.000000 Penalty: 4010.614990
	Iteration 96Q: 3 clusters Score -1.231118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225801 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -12311182.000000 Penalty: 4010.614990
	Iteration 97Q: 3 clusters Score -1.231118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225810 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -12311180.000000 Penalty: 4010.614990
	Iteration 98Q: 3 clusters Score -1.231118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225821 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -12311170.000000 Penalty: 4010.614990
	Iteration 99Q: 3 clusters Score -1.231117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225827 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -12311177.000000 Penalty: 4010.614990
	Iteration 100F: 3 clusters Score -1.231118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225837 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -12311181.000000 Penalty: 4010.614990
	Iteration 101Q: 3 clusters Score -1.231118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225843 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -12311191.000000 Penalty: 4010.614990
	Iteration 102Q: 3 clusters Score -1.231119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225852 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -12311184.000000 Penalty: 4010.614990
	Iteration 103Q: 3 clusters Score -1.231118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225858 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -12311179.000000 Penalty: 4010.614990
	Iteration 104Q: 3 clusters Score -1.231118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225861 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -12311185.000000 Penalty: 4010.614990
	Iteration 105Q: 3 clusters Score -1.231118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225864 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -12311183.000000 Penalty: 4010.614990
	Iteration 106Q: 3 clusters Score -1.231118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225868 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -12311186.000000 Penalty: 4010.614990
	Iteration 107Q: 3 clusters Score -1.231119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225866 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -12311185.000000 Penalty: 4010.614990
	Iteration 108Q: 3 clusters Score -1.231118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225865 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -12311191.000000 Penalty: 4010.614990
	Iteration 109Q: 3 clusters Score -1.231119e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225865 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -12311191.000000 Penalty: 4010.614990
	Iteration 110F: 3 clusters Score -1.231119e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -99967.515625 Penalty: 1257.645874
	Iteration 0F: 2 clusters Score -99967.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -97708.898438 Penalty: 2515.291748
	Iteration 0F: 3 clusters Score -97708.9 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -98193.070312 Penalty: 2515.291748
	Iteration 1F: 3 clusters Score -98193.07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -98315.062500 Penalty: 2515.291748
	Iteration 2F: 3 clusters Score -98315.06 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -98409.242188 Penalty: 2515.291748
	Iteration 3Q: 3 clusters Score -98409.24 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -98471.031250 Penalty: 2515.291748
	Iteration 4Q: 3 clusters Score -98471.03 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -98509.546875 Penalty: 2515.291748
	Iteration 5Q: 3 clusters Score -98509.55 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -98540.273438 Penalty: 2515.291748
	Iteration 6Q: 3 clusters Score -98540.27 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -98570.312500 Penalty: 2515.291748
	Iteration 7Q: 3 clusters Score -98570.31 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -98606.695312 Penalty: 2515.291748
	Iteration 8Q: 3 clusters Score -98606.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -98636.382812 Penalty: 2515.291748
	Iteration 9Q: 3 clusters Score -98636.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -98659.820312 Penalty: 2515.291748
	Iteration 10Q: 3 clusters Score -98659.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -98682.007812 Penalty: 2515.291748
	Iteration 11Q: 3 clusters Score -98682.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -98694.125000 Penalty: 2515.291748
	Iteration 12Q: 3 clusters Score -98694.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -98709.140625 Penalty: 2515.291748
	Iteration 13Q: 3 clusters Score -98709.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -98722.429688 Penalty: 2515.291748
	Iteration 14Q: 3 clusters Score -98722.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -98734.742188 Penalty: 2515.291748
	Iteration 15Q: 3 clusters Score -98734.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -98745.234375 Penalty: 2515.291748
	Iteration 16Q: 3 clusters Score -98745.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -98755.492188 Penalty: 2515.291748
	Iteration 17Q: 3 clusters Score -98755.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -98767.593750 Penalty: 2515.291748
	Iteration 18Q: 3 clusters Score -98767.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -98781.359375 Penalty: 2515.291748
	Iteration 19Q: 3 clusters Score -98781.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -98789.546875 Penalty: 2515.291748
	Iteration 20F: 3 clusters Score -98789.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -98795.617188 Penalty: 2515.291748
	Iteration 21Q: 3 clusters Score -98795.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -98799.726562 Penalty: 2515.291748
	Iteration 22Q: 3 clusters Score -98799.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -98802.023438 Penalty: 2515.291748
	Iteration 23Q: 3 clusters Score -98802.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -98804.960938 Penalty: 2515.291748
	Iteration 24Q: 3 clusters Score -98804.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -98808.585938 Penalty: 2515.291748
	Iteration 25Q: 3 clusters Score -98808.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -98812.398438 Penalty: 2515.291748
	Iteration 26Q: 3 clusters Score -98812.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -98816.734375 Penalty: 2515.291748
	Iteration 27Q: 3 clusters Score -98816.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -98820.648438 Penalty: 2515.291748
	Iteration 28Q: 3 clusters Score -98820.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -98824.726562 Penalty: 2515.291748
	Iteration 29Q: 3 clusters Score -98824.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -98830.234375 Penalty: 2515.291748
	Iteration 30Q: 3 clusters Score -98830.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -98831.640625 Penalty: 2515.291748
	Iteration 31Q: 3 clusters Score -98831.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -98835.296875 Penalty: 2515.291748
	Iteration 32Q: 3 clusters Score -98835.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -98837.890625 Penalty: 2515.291748
	Iteration 33Q: 3 clusters Score -98837.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -98839.726562 Penalty: 2515.291748
	Iteration 34Q: 3 clusters Score -98839.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -98840.898438 Penalty: 2515.291748
	Iteration 35Q: 3 clusters Score -98840.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -98840.882812 Penalty: 2515.291748
	Iteration 36Q: 3 clusters Score -98840.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -98840.882812 Penalty: 2515.291748
	Iteration 37F: 3 clusters Score -98840.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -446831.062500 Penalty: 1484.344971
	Iteration 0F: 2 clusters Score -446831.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -440168.406250 Penalty: 2968.689941
	Iteration 0F: 3 clusters Score -440168.4 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -442521.406250 Penalty: 2968.689941
	Iteration 1F: 3 clusters Score -442521.4 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -443007.281250 Penalty: 2968.689941
	Iteration 2F: 3 clusters Score -443007.3 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -443613.562500 Penalty: 2968.689941
	Iteration 3F: 3 clusters Score -443613.6 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -444413.781250 Penalty: 2968.689941
	Iteration 4F: 3 clusters Score -444413.8 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -445255.375000 Penalty: 2968.689941
	Iteration 5F: 3 clusters Score -445255.4 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -445901.812500 Penalty: 2968.689941
	Iteration 6F: 3 clusters Score -445901.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -446213.093750 Penalty: 2968.689941
	Iteration 7Q: 3 clusters Score -446213.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -446359.687500 Penalty: 2968.689941
	Iteration 8Q: 3 clusters Score -446359.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -446422.562500 Penalty: 2968.689941
	Iteration 9Q: 3 clusters Score -446422.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -446459.281250 Penalty: 2968.689941
	Iteration 10Q: 3 clusters Score -446459.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -446478.343750 Penalty: 2968.689941
	Iteration 11Q: 3 clusters Score -446478.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -446490.000000 Penalty: 2968.689941
	Iteration 12Q: 3 clusters Score -446490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -446501.250000 Penalty: 2968.689941
	Iteration 13Q: 3 clusters Score -446501.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -446507.750000 Penalty: 2968.689941
	Iteration 14Q: 3 clusters Score -446507.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -446510.031250 Penalty: 2968.689941
	Iteration 15Q: 3 clusters Score -446510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -446514.000000 Penalty: 2968.689941
	Iteration 16Q: 3 clusters Score -446514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -446516.093750 Penalty: 2968.689941
	Iteration 17Q: 3 clusters Score -446516.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -446516.781250 Penalty: 2968.689941
	Iteration 18Q: 3 clusters Score -446516.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -446519.031250 Penalty: 2968.689941
	Iteration 19Q: 3 clusters Score -446519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -446523.531250 Penalty: 2968.689941
	Iteration 20F: 3 clusters Score -446523.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -446524.312500 Penalty: 2968.689941
	Iteration 21Q: 3 clusters Score -446524.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -446525.656250 Penalty: 2968.689941
	Iteration 22Q: 3 clusters Score -446525.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -446527.406250 Penalty: 2968.689941
	Iteration 23Q: 3 clusters Score -446527.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -446525.937500 Penalty: 2968.689941
	Iteration 24Q: 3 clusters Score -446525.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -446525.937500 Penalty: 2968.689941
	Iteration 25F: 3 clusters Score -446525.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Entering Unmasked Estep 
Score: -484174.781250 Penalty: 1488.874512
	Iteration 0F: 2 clusters Score -484174.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -477313.187500 Penalty: 2977.749023
	Iteration 0F: 3 clusters Score -477313.2 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -479580.750000 Penalty: 2977.749023
	Iteration 1F: 3 clusters Score -479580.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -479871.093750 Penalty: 2977.749023
	Iteration 2F: 3 clusters Score -479871.1 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -480095.000000 Penalty: 2977.749023
	Iteration 3F: 3 clusters Score -480095 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -480315.562500 Penalty: 2977.749023
	Iteration 4Q: 3 clusters Score -480315.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -480525.031250 Penalty: 2977.749023
	Iteration 5Q: 3 clusters Score -480525 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -480726.281250 Penalty: 2977.749023
	Iteration 6Q: 3 clusters Score -480726.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -480957.656250 Penalty: 2977.749023
	Iteration 7Q: 3 clusters Score -480957.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -481220.187500 Penalty: 2977.749023
	Iteration 8Q: 3 clusters Score -481220.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -481488.875000 Penalty: 2977.749023
	Iteration 9Q: 3 clusters Score -481488.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -481738.718750 Penalty: 2977.749023
	Iteration 10Q: 3 clusters Score -481738.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -481969.500000 Penalty: 2977.749023
	Iteration 11Q: 3 clusters Score -481969.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -482170.093750 Penalty: 2977.749023
	Iteration 12Q: 3 clusters Score -482170.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -482338.531250 Penalty: 2977.749023
	Iteration 13Q: 3 clusters Score -482338.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -482464.937500 Penalty: 2977.749023
	Iteration 14Q: 3 clusters Score -482464.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -482546.968750 Penalty: 2977.749023
	Iteration 15Q: 3 clusters Score -482547 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -482624.500000 Penalty: 2977.749023
	Iteration 16Q: 3 clusters Score -482624.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -482710.437500 Penalty: 2977.749023
	Iteration 17Q: 3 clusters Score -482710.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -482773.781250 Penalty: 2977.749023
	Iteration 18Q: 3 clusters Score -482773.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -482823.562500 Penalty: 2977.749023
	Iteration 19Q: 3 clusters Score -482823.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -482855.937500 Penalty: 2977.749023
	Iteration 20F: 3 clusters Score -482855.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -482876.968750 Penalty: 2977.749023
	Iteration 21Q: 3 clusters Score -482877 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -482891.562500 Penalty: 2977.749023
	Iteration 22Q: 3 clusters Score -482891.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -482900.156250 Penalty: 2977.749023
	Iteration 23Q: 3 clusters Score -482900.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -482910.093750 Penalty: 2977.749023
	Iteration 24Q: 3 clusters Score -482910.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -482921.781250 Penalty: 2977.749023
	Iteration 25Q: 3 clusters Score -482921.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -482931.718750 Penalty: 2977.749023
	Iteration 26Q: 3 clusters Score -482931.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -482940.437500 Penalty: 2977.749023
	Iteration 27Q: 3 clusters Score -482940.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -482949.312500 Penalty: 2977.749023
	Iteration 28Q: 3 clusters Score -482949.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -482966.375000 Penalty: 2977.749023
	Iteration 29Q: 3 clusters Score -482966.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -482980.250000 Penalty: 2977.749023
	Iteration 30Q: 3 clusters Score -482980.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -483000.000000 Penalty: 2977.749023
	Iteration 31Q: 3 clusters Score -483000 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -483013.375000 Penalty: 2977.749023
	Iteration 32Q: 3 clusters Score -483013.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -483023.375000 Penalty: 2977.749023
	Iteration 33Q: 3 clusters Score -483023.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -483028.843750 Penalty: 2977.749023
	Iteration 34Q: 3 clusters Score -483028.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -483034.187500 Penalty: 2977.749023
	Iteration 35Q: 3 clusters Score -483034.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -483041.937500 Penalty: 2977.749023
	Iteration 36Q: 3 clusters Score -483041.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -483050.875000 Penalty: 2977.749023
	Iteration 37Q: 3 clusters Score -483050.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -483058.625000 Penalty: 2977.749023
	Iteration 38Q: 3 clusters Score -483058.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -483071.656250 Penalty: 2977.749023
	Iteration 39Q: 3 clusters Score -483071.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -483078.406250 Penalty: 2977.749023
	Iteration 40F: 3 clusters Score -483078.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -483087.125000 Penalty: 2977.749023
	Iteration 41Q: 3 clusters Score -483087.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -483092.750000 Penalty: 2977.749023
	Iteration 42Q: 3 clusters Score -483092.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -483093.343750 Penalty: 2977.749023
	Iteration 43Q: 3 clusters Score -483093.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -483095.593750 Penalty: 2977.749023
	Iteration 44Q: 3 clusters Score -483095.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -483095.375000 Penalty: 2977.749023
	Iteration 45Q: 3 clusters Score -483095.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -483097.312500 Penalty: 2977.749023
	Iteration 46Q: 3 clusters Score -483097.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -483098.500000 Penalty: 2977.749023
	Iteration 47Q: 3 clusters Score -483098.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -483098.593750 Penalty: 2977.749023
	Iteration 48Q: 3 clusters Score -483098.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -483101.125000 Penalty: 2977.749023
	Iteration 49Q: 3 clusters Score -483101.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -483100.906250 Penalty: 2977.749023
	Iteration 50Q: 3 clusters Score -483100.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -483101.718750 Penalty: 2977.749023
	Iteration 51Q: 3 clusters Score -483101.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -483102.937500 Penalty: 2977.749023
	Iteration 52Q: 3 clusters Score -483102.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -483104.156250 Penalty: 2977.749023
	Iteration 53Q: 3 clusters Score -483104.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -483105.437500 Penalty: 2977.749023
	Iteration 54Q: 3 clusters Score -483105.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -483105.031250 Penalty: 2977.749023
	Iteration 55Q: 3 clusters Score -483105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -483105.687500 Penalty: 2977.749023
	Iteration 56Q: 3 clusters Score -483105.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -483106.281250 Penalty: 2977.749023
	Iteration 57Q: 3 clusters Score -483106.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -483109.218750 Penalty: 2977.749023
	Iteration 58Q: 3 clusters Score -483109.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -483109.656250 Penalty: 2977.749023
	Iteration 59Q: 3 clusters Score -483109.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -483109.781250 Penalty: 2977.749023
	Iteration 60F: 3 clusters Score -483109.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -483111.062500 Penalty: 2977.749023
	Iteration 61Q: 3 clusters Score -483111.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -483111.437500 Penalty: 2977.749023
	Iteration 62Q: 3 clusters Score -483111.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -483112.218750 Penalty: 2977.749023
	Iteration 63Q: 3 clusters Score -483112.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -483112.750000 Penalty: 2977.749023
	Iteration 64Q: 3 clusters Score -483112.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -483115.437500 Penalty: 2977.749023
	Iteration 65Q: 3 clusters Score -483115.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -483118.187500 Penalty: 2977.749023
	Iteration 66Q: 3 clusters Score -483118.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -483118.531250 Penalty: 2977.749023
	Iteration 67Q: 3 clusters Score -483118.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -483121.812500 Penalty: 2977.749023
	Iteration 68Q: 3 clusters Score -483121.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -483122.750000 Penalty: 2977.749023
	Iteration 69Q: 3 clusters Score -483122.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -483123.593750 Penalty: 2977.749023
	Iteration 70Q: 3 clusters Score -483123.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -483126.406250 Penalty: 2977.749023
	Iteration 71Q: 3 clusters Score -483126.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -483125.937500 Penalty: 2977.749023
	Iteration 72Q: 3 clusters Score -483125.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -483127.125000 Penalty: 2977.749023
	Iteration 73Q: 3 clusters Score -483127.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -483127.437500 Penalty: 2977.749023
	Iteration 74Q: 3 clusters Score -483127.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -483128.531250 Penalty: 2977.749023
	Iteration 75Q: 3 clusters Score -483128.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -483127.812500 Penalty: 2977.749023
	Iteration 76Q: 3 clusters Score -483127.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -483127.750000 Penalty: 2977.749023
	Iteration 77Q: 3 clusters Score -483127.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -483128.343750 Penalty: 2977.749023
	Iteration 78Q: 3 clusters Score -483128.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -483128.968750 Penalty: 2977.749023
	Iteration 79Q: 3 clusters Score -483129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -483128.562500 Penalty: 2977.749023
	Iteration 80F: 3 clusters Score -483128.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -483129.468750 Penalty: 2977.749023
	Iteration 81Q: 3 clusters Score -483129.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -483130.531250 Penalty: 2977.749023
	Iteration 82Q: 3 clusters Score -483130.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -483131.281250 Penalty: 2977.749023
	Iteration 83Q: 3 clusters Score -483131.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -483131.593750 Penalty: 2977.749023
	Iteration 84Q: 3 clusters Score -483131.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -483131.531250 Penalty: 2977.749023
	Iteration 85Q: 3 clusters Score -483131.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -483132.906250 Penalty: 2977.749023
	Iteration 86Q: 3 clusters Score -483132.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -483132.250000 Penalty: 2977.749023
	Iteration 87Q: 3 clusters Score -483132.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -483133.531250 Penalty: 2977.749023
	Iteration 88Q: 3 clusters Score -483133.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -483134.562500 Penalty: 2977.749023
	Iteration 89Q: 3 clusters Score -483134.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -483134.093750 Penalty: 2977.749023
	Iteration 90Q: 3 clusters Score -483134.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -483134.093750 Penalty: 2977.749023
	Iteration 91F: 3 clusters Score -483134.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -81278.195312 Penalty: 1211.767700
	Iteration 0F: 2 clusters Score -81278.2 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: -79387.921875 Penalty: 2423.535400
	Iteration 0F: 3 clusters Score -79387.92 nChanged 581
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: -79775.031250 Penalty: 2423.535400
	Iteration 1F: 3 clusters Score -79775.03 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -79943.140625 Penalty: 2423.535400
	Iteration 2F: 3 clusters Score -79943.14 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -80074.390625 Penalty: 2423.535400
	Iteration 3F: 3 clusters Score -80074.39 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -80195.976562 Penalty: 2423.535400
	Iteration 4F: 3 clusters Score -80195.98 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -80320.804688 Penalty: 2423.535400
	Iteration 5Q: 3 clusters Score -80320.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -80412.867188 Penalty: 2423.535400
	Iteration 6Q: 3 clusters Score -80412.87 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -80472.460938 Penalty: 2423.535400
	Iteration 7Q: 3 clusters Score -80472.46 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -80507.421875 Penalty: 2423.535400
	Iteration 8Q: 3 clusters Score -80507.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -80537.921875 Penalty: 2423.535400
	Iteration 9Q: 3 clusters Score -80537.92 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -80568.250000 Penalty: 2423.535400
	Iteration 10Q: 3 clusters Score -80568.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -80593.187500 Penalty: 2423.535400
	Iteration 11Q: 3 clusters Score -80593.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -80611.476562 Penalty: 2423.535400
	Iteration 12Q: 3 clusters Score -80611.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -80625.539062 Penalty: 2423.535400
	Iteration 13Q: 3 clusters Score -80625.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -80644.593750 Penalty: 2423.535400
	Iteration 14Q: 3 clusters Score -80644.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -80654.382812 Penalty: 2423.535400
	Iteration 15Q: 3 clusters Score -80654.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -80660.648438 Penalty: 2423.535400
	Iteration 16Q: 3 clusters Score -80660.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -80664.007812 Penalty: 2423.535400
	Iteration 17Q: 3 clusters Score -80664.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -80666.351562 Penalty: 2423.535400
	Iteration 18Q: 3 clusters Score -80666.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -80668.296875 Penalty: 2423.535400
	Iteration 19Q: 3 clusters Score -80668.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -80669.765625 Penalty: 2423.535400
	Iteration 20F: 3 clusters Score -80669.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -80670.500000 Penalty: 2423.535400
	Iteration 21Q: 3 clusters Score -80670.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -80670.593750 Penalty: 2423.535400
	Iteration 22Q: 3 clusters Score -80670.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -80671.656250 Penalty: 2423.535400
	Iteration 23Q: 3 clusters Score -80671.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -80672.296875 Penalty: 2423.535400
	Iteration 24Q: 3 clusters Score -80672.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -80674.664062 Penalty: 2423.535400
	Iteration 25Q: 3 clusters Score -80674.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -80675.296875 Penalty: 2423.535400
	Iteration 26Q: 3 clusters Score -80675.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -80675.296875 Penalty: 2423.535400
	Iteration 27F: 3 clusters Score -80675.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (75564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75564 members 
Entering Unmasked Estep 
Score: -4057594.250000 Penalty: 1825.319580
	Iteration 0F: 2 clusters Score -4057594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -4006737.750000 Penalty: 3650.639160
	Iteration 0F: 3 clusters Score -4006738 nChanged 35974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -4027992.000000 Penalty: 3650.639160
	Iteration 1F: 3 clusters Score -4027992 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -4028909.500000 Penalty: 3650.639160
	Iteration 2Q: 3 clusters Score -4028910 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -4030079.500000 Penalty: 3650.639160
	Iteration 3Q: 3 clusters Score -4030080 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -4031595.000000 Penalty: 3650.639160
	Iteration 4Q: 3 clusters Score -4031595 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -4033754.250000 Penalty: 3650.639160
	Iteration 5F: 3 clusters Score -4033754 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -4036574.500000 Penalty: 3650.639160
	Iteration 6F: 3 clusters Score -4036574 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54529 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -4039997.750000 Penalty: 3650.639160
	Iteration 7F: 3 clusters Score -4039998 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58859 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -4043831.750000 Penalty: 3650.639160
	Iteration 8F: 3 clusters Score -4043832 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62770 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -4047341.250000 Penalty: 3650.639160
	Iteration 9F: 3 clusters Score -4047341 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -4049993.250000 Penalty: 3650.639160
	Iteration 10Q: 3 clusters Score -4049993 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67949 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -4051835.250000 Penalty: 3650.639160
	Iteration 11Q: 3 clusters Score -4051835 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69533 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -4053076.500000 Penalty: 3650.639160
	Iteration 12Q: 3 clusters Score -4053076 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70775 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -4054013.000000 Penalty: 3650.639160
	Iteration 13Q: 3 clusters Score -4054013 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71688 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -4054720.750000 Penalty: 3650.639160
	Iteration 14Q: 3 clusters Score -4054721 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72350 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -4055234.500000 Penalty: 3650.639160
	Iteration 15Q: 3 clusters Score -4055234 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72847 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -4055590.250000 Penalty: 3650.639160
	Iteration 16Q: 3 clusters Score -4055590 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73224 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4055879.000000 Penalty: 3650.639160
	Iteration 17Q: 3 clusters Score -4055879 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73491 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4056056.000000 Penalty: 3650.639160
	Iteration 18Q: 3 clusters Score -4056056 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73670 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4056170.750000 Penalty: 3650.639160
	Iteration 19Q: 3 clusters Score -4056171 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73806 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4056254.250000 Penalty: 3650.639160
	Iteration 20F: 3 clusters Score -4056254 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73907 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4056313.500000 Penalty: 3650.639160
	Iteration 21Q: 3 clusters Score -4056314 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73990 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4056369.500000 Penalty: 3650.639160
	Iteration 22Q: 3 clusters Score -4056370 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74049 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4056402.250000 Penalty: 3650.639160
	Iteration 23Q: 3 clusters Score -4056402 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74103 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4056418.500000 Penalty: 3650.639160
	Iteration 24Q: 3 clusters Score -4056418 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4056443.000000 Penalty: 3650.639160
	Iteration 25Q: 3 clusters Score -4056443 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74195 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4056468.250000 Penalty: 3650.639160
	Iteration 26Q: 3 clusters Score -4056468 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74231 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4056478.000000 Penalty: 3650.639160
	Iteration 27Q: 3 clusters Score -4056478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74257 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4056490.250000 Penalty: 3650.639160
	Iteration 28Q: 3 clusters Score -4056490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74276 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4056496.250000 Penalty: 3650.639160
	Iteration 29Q: 3 clusters Score -4056496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74294 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4056498.500000 Penalty: 3650.639160
	Iteration 30Q: 3 clusters Score -4056498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74310 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4056505.750000 Penalty: 3650.639160
	Iteration 31Q: 3 clusters Score -4056506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74324 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4056505.250000 Penalty: 3650.639160
	Iteration 32Q: 3 clusters Score -4056505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74333 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4056507.250000 Penalty: 3650.639160
	Iteration 33Q: 3 clusters Score -4056507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74339 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4056506.750000 Penalty: 3650.639160
	Iteration 34Q: 3 clusters Score -4056507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74346 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4056502.500000 Penalty: 3650.639160
	Iteration 35Q: 3 clusters Score -4056502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74353 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4056514.250000 Penalty: 3650.639160
	Iteration 36Q: 3 clusters Score -4056514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74358 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4056517.500000 Penalty: 3650.639160
	Iteration 37Q: 3 clusters Score -4056518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74361 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4056517.500000 Penalty: 3650.639160
	Iteration 38Q: 3 clusters Score -4056518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74365 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4056515.250000 Penalty: 3650.639160
	Iteration 39Q: 3 clusters Score -4056515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74364 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4056517.750000 Penalty: 3650.639160
	Iteration 40F: 3 clusters Score -4056518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74367 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4056516.000000 Penalty: 3650.639160
	Iteration 41Q: 3 clusters Score -4056516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74368 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4056515.500000 Penalty: 3650.639160
	Iteration 42Q: 3 clusters Score -4056516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74368 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4056515.500000 Penalty: 3650.639160
	Iteration 43F: 3 clusters Score -4056516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Entering Unmasked Estep 
Score: -104878.218750 Penalty: 1246.596191
	Iteration 0F: 2 clusters Score -104878.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -102745.242188 Penalty: 2493.192383
	Iteration 0F: 3 clusters Score -102745.2 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -103237.179688 Penalty: 2493.192383
	Iteration 1F: 3 clusters Score -103237.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -103357.148438 Penalty: 2493.192383
	Iteration 2F: 3 clusters Score -103357.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -103452.367188 Penalty: 2493.192383
	Iteration 3F: 3 clusters Score -103452.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -103522.273438 Penalty: 2493.192383
	Iteration 4Q: 3 clusters Score -103522.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -103573.875000 Penalty: 2493.192383
	Iteration 5Q: 3 clusters Score -103573.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -103618.789062 Penalty: 2493.192383
	Iteration 6Q: 3 clusters Score -103618.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -103677.289062 Penalty: 2493.192383
	Iteration 7Q: 3 clusters Score -103677.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -103739.453125 Penalty: 2493.192383
	Iteration 8Q: 3 clusters Score -103739.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -103814.289062 Penalty: 2493.192383
	Iteration 9Q: 3 clusters Score -103814.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -103940.648438 Penalty: 2493.192383
	Iteration 10Q: 3 clusters Score -103940.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -104091.601562 Penalty: 2493.192383
	Iteration 11Q: 3 clusters Score -104091.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -104207.593750 Penalty: 2493.192383
	Iteration 12Q: 3 clusters Score -104207.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -104269.687500 Penalty: 2493.192383
	Iteration 13Q: 3 clusters Score -104269.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -104323.156250 Penalty: 2493.192383
	Iteration 14Q: 3 clusters Score -104323.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -104363.929688 Penalty: 2493.192383
	Iteration 15Q: 3 clusters Score -104363.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -104393.656250 Penalty: 2493.192383
	Iteration 16Q: 3 clusters Score -104393.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -104415.609375 Penalty: 2493.192383
	Iteration 17Q: 3 clusters Score -104415.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -104428.601562 Penalty: 2493.192383
	Iteration 18Q: 3 clusters Score -104428.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -104437.031250 Penalty: 2493.192383
	Iteration 19Q: 3 clusters Score -104437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -104444.992188 Penalty: 2493.192383
	Iteration 20F: 3 clusters Score -104445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -104448.476562 Penalty: 2493.192383
	Iteration 21Q: 3 clusters Score -104448.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -104454.203125 Penalty: 2493.192383
	Iteration 22Q: 3 clusters Score -104454.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -104455.945312 Penalty: 2493.192383
	Iteration 23Q: 3 clusters Score -104455.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -104457.875000 Penalty: 2493.192383
	Iteration 24Q: 3 clusters Score -104457.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -104458.179688 Penalty: 2493.192383
	Iteration 25Q: 3 clusters Score -104458.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -104459.078125 Penalty: 2493.192383
	Iteration 26Q: 3 clusters Score -104459.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -104459.078125 Penalty: 2493.192383
	Iteration 27F: 3 clusters Score -104459.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (90746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90746 members 
Entering Unmasked Estep 
Score: -4819860.000000 Penalty: 1855.070801
	Iteration 0F: 2 clusters Score -4819860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -4758865.000000 Penalty: 3710.141602
	Iteration 0F: 3 clusters Score -4758865 nChanged 43407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -4784578.000000 Penalty: 3710.141602
	Iteration 1F: 3 clusters Score -4784578 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -4786024.500000 Penalty: 3710.141602
	Iteration 2Q: 3 clusters Score -4786024 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 54261 members 
Entering Unmasked Estep 
Score: -4788474.500000 Penalty: 3710.141602
	Iteration 3F: 3 clusters Score -4788474 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 59052 members 
Entering Unmasked Estep 
Score: -4792519.500000 Penalty: 3710.141602
	Iteration 4F: 3 clusters Score -4792520 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 65000 members 
Entering Unmasked Estep 
Score: -4798389.000000 Penalty: 3710.141602
	Iteration 5F: 3 clusters Score -4798389 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 71135 members 
Entering Unmasked Estep 
Score: -4804946.000000 Penalty: 3710.141602
	Iteration 6F: 3 clusters Score -4804946 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 76225 members 
Entering Unmasked Estep 
Score: -4810257.000000 Penalty: 3710.141602
	Iteration 7F: 3 clusters Score -4810257 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 79694 members 
Entering Unmasked Estep 
Score: -4813626.000000 Penalty: 3710.141602
	Iteration 8Q: 3 clusters Score -4813626 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 81906 members 
Entering Unmasked Estep 
Score: -4815465.500000 Penalty: 3710.141602
	Iteration 9Q: 3 clusters Score -4815466 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 83370 members 
Entering Unmasked Estep 
Score: -4816532.500000 Penalty: 3710.141602
	Iteration 10Q: 3 clusters Score -4816532 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 84412 members 
Entering Unmasked Estep 
Score: -4817156.500000 Penalty: 3710.141602
	Iteration 11Q: 3 clusters Score -4817156 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 85119 members 
Entering Unmasked Estep 
Score: -4817544.000000 Penalty: 3710.141602
	Iteration 12Q: 3 clusters Score -4817544 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 85660 members 
Entering Unmasked Estep 
Score: -4817760.500000 Penalty: 3710.141602
	Iteration 13Q: 3 clusters Score -4817760 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 86089 members 
Entering Unmasked Estep 
Score: -4817956.000000 Penalty: 3710.141602
	Iteration 14Q: 3 clusters Score -4817956 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 86462 members 
Entering Unmasked Estep 
Score: -4818075.500000 Penalty: 3710.141602
	Iteration 15Q: 3 clusters Score -4818076 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 86771 members 
Entering Unmasked Estep 
Score: -4818174.500000 Penalty: 3710.141602
	Iteration 16Q: 3 clusters Score -4818174 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 87016 members 
Entering Unmasked Estep 
Score: -4818238.500000 Penalty: 3710.141602
	Iteration 17Q: 3 clusters Score -4818238 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 87225 members 
Entering Unmasked Estep 
Score: -4818285.000000 Penalty: 3710.141602
	Iteration 18Q: 3 clusters Score -4818285 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 87386 members 
Entering Unmasked Estep 
Score: -4818335.500000 Penalty: 3710.141602
	Iteration 19Q: 3 clusters Score -4818336 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 87508 members 
Entering Unmasked Estep 
Score: -4818386.000000 Penalty: 3710.141602
	Iteration 20F: 3 clusters Score -4818386 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 87615 members 
Entering Unmasked Estep 
Score: -4818402.500000 Penalty: 3710.141602
	Iteration 21Q: 3 clusters Score -4818402 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 87705 members 
Entering Unmasked Estep 
Score: -4818429.500000 Penalty: 3710.141602
	Iteration 22Q: 3 clusters Score -4818430 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 87785 members 
Entering Unmasked Estep 
Score: -4818435.000000 Penalty: 3710.141602
	Iteration 23Q: 3 clusters Score -4818435 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 87855 members 
Entering Unmasked Estep 
Score: -4818456.500000 Penalty: 3710.141602
	Iteration 24Q: 3 clusters Score -4818456 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 87925 members 
Entering Unmasked Estep 
Score: -4818484.000000 Penalty: 3710.141602
	Iteration 25Q: 3 clusters Score -4818484 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 87997 members 
Entering Unmasked Estep 
Score: -4818511.000000 Penalty: 3710.141602
	Iteration 26Q: 3 clusters Score -4818511 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 88056 members 
Entering Unmasked Estep 
Score: -4818517.500000 Penalty: 3710.141602
	Iteration 27Q: 3 clusters Score -4818518 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 88106 members 
Entering Unmasked Estep 
Score: -4818547.500000 Penalty: 3710.141602
	Iteration 28Q: 3 clusters Score -4818548 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 88156 members 
Entering Unmasked Estep 
Score: -4818565.000000 Penalty: 3710.141602
	Iteration 29Q: 3 clusters Score -4818565 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 88206 members 
Entering Unmasked Estep 
Score: -4818569.500000 Penalty: 3710.141602
	Iteration 30Q: 3 clusters Score -4818570 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 88240 members 
Entering Unmasked Estep 
Score: -4818574.000000 Penalty: 3710.141602
	Iteration 31Q: 3 clusters Score -4818574 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 88273 members 
Entering Unmasked Estep 
Score: -4818582.500000 Penalty: 3710.141602
	Iteration 32Q: 3 clusters Score -4818582 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 88304 members 
Entering Unmasked Estep 
Score: -4818602.500000 Penalty: 3710.141602
	Iteration 33Q: 3 clusters Score -4818602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 88338 members 
Entering Unmasked Estep 
Score: -4818627.500000 Penalty: 3710.141602
	Iteration 34Q: 3 clusters Score -4818628 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 88369 members 
Entering Unmasked Estep 
Score: -4818637.000000 Penalty: 3710.141602
	Iteration 35Q: 3 clusters Score -4818637 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 88410 members 
Entering Unmasked Estep 
Score: -4818652.000000 Penalty: 3710.141602
	Iteration 36Q: 3 clusters Score -4818652 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 88452 members 
Entering Unmasked Estep 
Score: -4818668.500000 Penalty: 3710.141602
	Iteration 37Q: 3 clusters Score -4818668 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 88483 members 
Entering Unmasked Estep 
Score: -4818680.000000 Penalty: 3710.141602
	Iteration 38Q: 3 clusters Score -4818680 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 88511 members 
Entering Unmasked Estep 
Score: -4818698.000000 Penalty: 3710.141602
	Iteration 39Q: 3 clusters Score -4818698 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 88540 members 
Entering Unmasked Estep 
Score: -4818712.500000 Penalty: 3710.141602
	Iteration 40F: 3 clusters Score -4818712 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 88564 members 
Entering Unmasked Estep 
Score: -4818739.000000 Penalty: 3710.141602
	Iteration 41Q: 3 clusters Score -4818739 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 88589 members 
Entering Unmasked Estep 
Score: -4818746.000000 Penalty: 3710.141602
	Iteration 42Q: 3 clusters Score -4818746 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 88617 members 
Entering Unmasked Estep 
Score: -4818753.000000 Penalty: 3710.141602
	Iteration 43Q: 3 clusters Score -4818753 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 88645 members 
Entering Unmasked Estep 
Score: -4818763.500000 Penalty: 3710.141602
	Iteration 44Q: 3 clusters Score -4818764 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 88668 members 
Entering Unmasked Estep 
Score: -4818780.500000 Penalty: 3710.141602
	Iteration 45Q: 3 clusters Score -4818780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 88687 members 
Entering Unmasked Estep 
Score: -4818790.000000 Penalty: 3710.141602
	Iteration 46Q: 3 clusters Score -4818790 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 88706 members 
Entering Unmasked Estep 
Score: -4818808.500000 Penalty: 3710.141602
	Iteration 47Q: 3 clusters Score -4818808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 88731 members 
Entering Unmasked Estep 
Score: -4818824.000000 Penalty: 3710.141602
	Iteration 48Q: 3 clusters Score -4818824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 88747 members 
Entering Unmasked Estep 
Score: -4818822.000000 Penalty: 3710.141602
	Iteration 49Q: 3 clusters Score -4818822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 88760 members 
Entering Unmasked Estep 
Score: -4818827.500000 Penalty: 3710.141602
	Iteration 50Q: 3 clusters Score -4818828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 88777 members 
Entering Unmasked Estep 
Score: -4818827.000000 Penalty: 3710.141602
	Iteration 51Q: 3 clusters Score -4818827 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 88793 members 
Entering Unmasked Estep 
Score: -4818828.000000 Penalty: 3710.141602
	Iteration 52Q: 3 clusters Score -4818828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 88811 members 
Entering Unmasked Estep 
Score: -4818834.000000 Penalty: 3710.141602
	Iteration 53Q: 3 clusters Score -4818834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 88823 members 
Entering Unmasked Estep 
Score: -4818836.500000 Penalty: 3710.141602
	Iteration 54Q: 3 clusters Score -4818836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 88837 members 
Entering Unmasked Estep 
Score: -4818837.500000 Penalty: 3710.141602
	Iteration 55Q: 3 clusters Score -4818838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 88844 members 
Entering Unmasked Estep 
Score: -4818835.000000 Penalty: 3710.141602
	Iteration 56Q: 3 clusters Score -4818835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 88853 members 
Entering Unmasked Estep 
Score: -4818845.000000 Penalty: 3710.141602
	Iteration 57Q: 3 clusters Score -4818845 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 88861 members 
Entering Unmasked Estep 
Score: -4818849.000000 Penalty: 3710.141602
	Iteration 58Q: 3 clusters Score -4818849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 88871 members 
Entering Unmasked Estep 
Score: -4818858.500000 Penalty: 3710.141602
	Iteration 59Q: 3 clusters Score -4818858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 88882 members 
Entering Unmasked Estep 
Score: -4818860.500000 Penalty: 3710.141602
	Iteration 60F: 3 clusters Score -4818860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 88890 members 
Entering Unmasked Estep 
Score: -4818871.500000 Penalty: 3710.141602
	Iteration 61Q: 3 clusters Score -4818872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 88889 members 
Entering Unmasked Estep 
Score: -4818858.500000 Penalty: 3710.141602
	Iteration 62Q: 3 clusters Score -4818858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 88893 members 
Entering Unmasked Estep 
Score: -4818862.000000 Penalty: 3710.141602
	Iteration 63Q: 3 clusters Score -4818862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 88894 members 
Entering Unmasked Estep 
Score: -4818863.500000 Penalty: 3710.141602
	Iteration 64Q: 3 clusters Score -4818864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 88894 members 
Entering Unmasked Estep 
Score: -4818866.500000 Penalty: 3710.141602
	Iteration 65Q: 3 clusters Score -4818866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 88896 members 
Entering Unmasked Estep 
Score: -4818860.500000 Penalty: 3710.141602
	Iteration 66Q: 3 clusters Score -4818860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 88903 members 
Entering Unmasked Estep 
Score: -4818862.000000 Penalty: 3710.141602
	Iteration 67Q: 3 clusters Score -4818862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 88911 members 
Entering Unmasked Estep 
Score: -4818863.500000 Penalty: 3710.141602
	Iteration 68Q: 3 clusters Score -4818864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 88913 members 
Entering Unmasked Estep 
Score: -4818864.500000 Penalty: 3710.141602
	Iteration 69Q: 3 clusters Score -4818864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 88912 members 
Entering Unmasked Estep 
Score: -4818868.500000 Penalty: 3710.141602
	Iteration 70Q: 3 clusters Score -4818868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 88908 members 
Entering Unmasked Estep 
Score: -4818873.000000 Penalty: 3710.141602
	Iteration 71Q: 3 clusters Score -4818873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 88907 members 
Entering Unmasked Estep 
Score: -4818872.000000 Penalty: 3710.141602
	Iteration 72Q: 3 clusters Score -4818872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 88910 members 
Entering Unmasked Estep 
Score: -4818878.500000 Penalty: 3710.141602
	Iteration 73Q: 3 clusters Score -4818878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 88909 members 
Entering Unmasked Estep 
Score: -4818880.500000 Penalty: 3710.141602
	Iteration 74Q: 3 clusters Score -4818880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 88914 members 
Entering Unmasked Estep 
Score: -4818881.500000 Penalty: 3710.141602
	Iteration 75Q: 3 clusters Score -4818882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 88917 members 
Entering Unmasked Estep 
Score: -4818891.500000 Penalty: 3710.141602
	Iteration 76Q: 3 clusters Score -4818892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 88924 members 
Entering Unmasked Estep 
Score: -4818897.500000 Penalty: 3710.141602
	Iteration 77Q: 3 clusters Score -4818898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 88929 members 
Entering Unmasked Estep 
Score: -4818899.500000 Penalty: 3710.141602
	Iteration 78Q: 3 clusters Score -4818900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 88937 members 
Entering Unmasked Estep 
Score: -4818903.500000 Penalty: 3710.141602
	Iteration 79Q: 3 clusters Score -4818904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 88940 members 
Entering Unmasked Estep 
Score: -4818914.500000 Penalty: 3710.141602
	Iteration 80F: 3 clusters Score -4818914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 88944 members 
Entering Unmasked Estep 
Score: -4818919.000000 Penalty: 3710.141602
	Iteration 81Q: 3 clusters Score -4818919 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 88946 members 
Entering Unmasked Estep 
Score: -4818919.500000 Penalty: 3710.141602
	Iteration 82Q: 3 clusters Score -4818920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 88951 members 
Entering Unmasked Estep 
Score: -4818922.500000 Penalty: 3710.141602
	Iteration 83Q: 3 clusters Score -4818922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 88948 members 
Entering Unmasked Estep 
Score: -4818925.000000 Penalty: 3710.141602
	Iteration 84Q: 3 clusters Score -4818925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 88948 members 
Entering Unmasked Estep 
Score: -4818926.500000 Penalty: 3710.141602
	Iteration 85Q: 3 clusters Score -4818926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 88953 members 
Entering Unmasked Estep 
Score: -4818927.500000 Penalty: 3710.141602
	Iteration 86Q: 3 clusters Score -4818928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 88957 members 
Entering Unmasked Estep 
Score: -4818929.500000 Penalty: 3710.141602
	Iteration 87Q: 3 clusters Score -4818930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 88967 members 
Entering Unmasked Estep 
Score: -4818939.000000 Penalty: 3710.141602
	Iteration 88Q: 3 clusters Score -4818939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 88967 members 
Entering Unmasked Estep 
Score: -4818936.500000 Penalty: 3710.141602
	Iteration 89Q: 3 clusters Score -4818936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 88965 members 
Entering Unmasked Estep 
Score: -4818946.500000 Penalty: 3710.141602
	Iteration 90Q: 3 clusters Score -4818946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 88965 members 
Entering Unmasked Estep 
Score: -4818954.500000 Penalty: 3710.141602
	Iteration 91Q: 3 clusters Score -4818954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 88968 members 
Entering Unmasked Estep 
Score: -4818965.500000 Penalty: 3710.141602
	Iteration 92Q: 3 clusters Score -4818966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 88966 members 
Entering Unmasked Estep 
Score: -4818957.500000 Penalty: 3710.141602
	Iteration 93Q: 3 clusters Score -4818958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 88962 members 
Entering Unmasked Estep 
Score: -4818958.500000 Penalty: 3710.141602
	Iteration 94Q: 3 clusters Score -4818958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 88955 members 
Entering Unmasked Estep 
Score: -4818956.500000 Penalty: 3710.141602
	Iteration 95Q: 3 clusters Score -4818956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 88952 members 
Entering Unmasked Estep 
Score: -4818959.000000 Penalty: 3710.141602
	Iteration 96Q: 3 clusters Score -4818959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 88954 members 
Entering Unmasked Estep 
Score: -4818955.000000 Penalty: 3710.141602
	Iteration 97Q: 3 clusters Score -4818955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 88955 members 
Entering Unmasked Estep 
Score: -4818950.500000 Penalty: 3710.141602
	Iteration 98Q: 3 clusters Score -4818950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 88958 members 
Entering Unmasked Estep 
Score: -4818963.000000 Penalty: 3710.141602
	Iteration 99Q: 3 clusters Score -4818963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 88960 members 
Entering Unmasked Estep 
Score: -4818965.500000 Penalty: 3710.141602
	Iteration 100F: 3 clusters Score -4818966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 88962 members 
Entering Unmasked Estep 
Score: -4818959.500000 Penalty: 3710.141602
	Iteration 101Q: 3 clusters Score -4818960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 88966 members 
Entering Unmasked Estep 
Score: -4818968.500000 Penalty: 3710.141602
	Iteration 102Q: 3 clusters Score -4818968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 88966 members 
Entering Unmasked Estep 
Score: -4818964.500000 Penalty: 3710.141602
	Iteration 103Q: 3 clusters Score -4818964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 88968 members 
Entering Unmasked Estep 
Score: -4818966.500000 Penalty: 3710.141602
	Iteration 104Q: 3 clusters Score -4818966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 88967 members 
Entering Unmasked Estep 
Score: -4818963.000000 Penalty: 3710.141602
	Iteration 105Q: 3 clusters Score -4818963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 88966 members 
Entering Unmasked Estep 
Score: -4818968.000000 Penalty: 3710.141602
	Iteration 106Q: 3 clusters Score -4818968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 88966 members 
Entering Unmasked Estep 
Score: -4818967.500000 Penalty: 3710.141602
	Iteration 107Q: 3 clusters Score -4818968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 88968 members 
Entering Unmasked Estep 
Score: -4818968.000000 Penalty: 3710.141602
	Iteration 108Q: 3 clusters Score -4818968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 88969 members 
Entering Unmasked Estep 
Score: -4818973.500000 Penalty: 3710.141602
	Iteration 109Q: 3 clusters Score -4818974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 88972 members 
Entering Unmasked Estep 
Score: -4818979.500000 Penalty: 3710.141602
	Iteration 110Q: 3 clusters Score -4818980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 88971 members 
Entering Unmasked Estep 
Score: -4818980.500000 Penalty: 3710.141602
	Iteration 111Q: 3 clusters Score -4818980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 88971 members 
Entering Unmasked Estep 
Score: -4818985.000000 Penalty: 3710.141602
	Iteration 112Q: 3 clusters Score -4818985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 88972 members 
Entering Unmasked Estep 
Score: -4818982.500000 Penalty: 3710.141602
	Iteration 113Q: 3 clusters Score -4818982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 88972 members 
Entering Unmasked Estep 
Score: -4818983.000000 Penalty: 3710.141602
	Iteration 114Q: 3 clusters Score -4818983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 88972 members 
Entering Unmasked Estep 
Score: -4818983.000000 Penalty: 3710.141602
	Iteration 115F: 3 clusters Score -4818983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -20037.376953 Penalty: 1003.578430
	Iteration 0F: 2 clusters Score -20037.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -18989.201172 Penalty: 2007.156860
	Iteration 0F: 3 clusters Score -18989.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19180.115234 Penalty: 2007.156860
	Iteration 1F: 3 clusters Score -19180.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -19235.248047 Penalty: 2007.156860
	Iteration 2F: 3 clusters Score -19235.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19253.449219 Penalty: 2007.156860
	Iteration 3Q: 3 clusters Score -19253.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19262.597656 Penalty: 2007.156860
	Iteration 4Q: 3 clusters Score -19262.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19265.554688 Penalty: 2007.156860
	Iteration 5Q: 3 clusters Score -19265.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19269.285156 Penalty: 2007.156860
	Iteration 6Q: 3 clusters Score -19269.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -19274.234375 Penalty: 2007.156860
	Iteration 7Q: 3 clusters Score -19274.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19275.033203 Penalty: 2007.156860
	Iteration 8Q: 3 clusters Score -19275.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19277.830078 Penalty: 2007.156860
	Iteration 9Q: 3 clusters Score -19277.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -19277.830078 Penalty: 2007.156860
	Iteration 10F: 3 clusters Score -19277.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Entering Unmasked Estep 
Score: -1536556.875000 Penalty: 1674.237671
	Iteration 0F: 2 clusters Score -1536557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1516549.875000 Penalty: 3348.475342
	Iteration 0F: 3 clusters Score -1516550 nChanged 13788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1524420.750000 Penalty: 3348.475342
	Iteration 1F: 3 clusters Score -1524421 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -1525127.875000 Penalty: 3348.475342
	Iteration 2F: 3 clusters Score -1525128 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -1526032.125000 Penalty: 3348.475342
	Iteration 3F: 3 clusters Score -1526032 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -1527199.125000 Penalty: 3348.475342
	Iteration 4F: 3 clusters Score -1527199 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -1528565.250000 Penalty: 3348.475342
	Iteration 5F: 3 clusters Score -1528565 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -1529941.875000 Penalty: 3348.475342
	Iteration 6F: 3 clusters Score -1529942 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -1531270.500000 Penalty: 3348.475342
	Iteration 7F: 3 clusters Score -1531270 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -1532217.625000 Penalty: 3348.475342
	Iteration 8Q: 3 clusters Score -1532218 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -1532738.625000 Penalty: 3348.475342
	Iteration 9Q: 3 clusters Score -1532739 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -1533062.500000 Penalty: 3348.475342
	Iteration 10Q: 3 clusters Score -1533062 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -1533296.625000 Penalty: 3348.475342
	Iteration 11Q: 3 clusters Score -1533297 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -1533455.875000 Penalty: 3348.475342
	Iteration 12Q: 3 clusters Score -1533456 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -1533580.125000 Penalty: 3348.475342
	Iteration 13Q: 3 clusters Score -1533580 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -1533667.250000 Penalty: 3348.475342
	Iteration 14Q: 3 clusters Score -1533667 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -1533746.500000 Penalty: 3348.475342
	Iteration 15Q: 3 clusters Score -1533746 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -1533823.250000 Penalty: 3348.475342
	Iteration 16Q: 3 clusters Score -1533823 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -1533897.125000 Penalty: 3348.475342
	Iteration 17Q: 3 clusters Score -1533897 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -1533943.000000 Penalty: 3348.475342
	Iteration 18Q: 3 clusters Score -1533943 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -1533987.250000 Penalty: 3348.475342
	Iteration 19Q: 3 clusters Score -1533987 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -1534027.250000 Penalty: 3348.475342
	Iteration 20F: 3 clusters Score -1534027 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -1534064.250000 Penalty: 3348.475342
	Iteration 21Q: 3 clusters Score -1534064 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -1534106.250000 Penalty: 3348.475342
	Iteration 22Q: 3 clusters Score -1534106 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -1534133.875000 Penalty: 3348.475342
	Iteration 23Q: 3 clusters Score -1534134 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -1534167.875000 Penalty: 3348.475342
	Iteration 24Q: 3 clusters Score -1534168 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -1534212.500000 Penalty: 3348.475342
	Iteration 25Q: 3 clusters Score -1534212 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -1534254.125000 Penalty: 3348.475342
	Iteration 26Q: 3 clusters Score -1534254 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -1534301.125000 Penalty: 3348.475342
	Iteration 27Q: 3 clusters Score -1534301 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -1534349.500000 Penalty: 3348.475342
	Iteration 28Q: 3 clusters Score -1534350 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -1534389.625000 Penalty: 3348.475342
	Iteration 29Q: 3 clusters Score -1534390 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -1534421.750000 Penalty: 3348.475342
	Iteration 30Q: 3 clusters Score -1534422 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -1534469.625000 Penalty: 3348.475342
	Iteration 31Q: 3 clusters Score -1534470 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -1534508.500000 Penalty: 3348.475342
	Iteration 32Q: 3 clusters Score -1534508 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -1534562.125000 Penalty: 3348.475342
	Iteration 33Q: 3 clusters Score -1534562 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -1534599.375000 Penalty: 3348.475342
	Iteration 34Q: 3 clusters Score -1534599 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -1534641.000000 Penalty: 3348.475342
	Iteration 35Q: 3 clusters Score -1534641 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -1534680.750000 Penalty: 3348.475342
	Iteration 36Q: 3 clusters Score -1534681 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -1534709.125000 Penalty: 3348.475342
	Iteration 37Q: 3 clusters Score -1534709 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -1534732.375000 Penalty: 3348.475342
	Iteration 38Q: 3 clusters Score -1534732 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -1534754.250000 Penalty: 3348.475342
	Iteration 39Q: 3 clusters Score -1534754 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -1534767.750000 Penalty: 3348.475342
	Iteration 40F: 3 clusters Score -1534768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -1534780.000000 Penalty: 3348.475342
	Iteration 41Q: 3 clusters Score -1534780 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -1534792.000000 Penalty: 3348.475342
	Iteration 42Q: 3 clusters Score -1534792 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -1534804.625000 Penalty: 3348.475342
	Iteration 43Q: 3 clusters Score -1534805 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -1534813.625000 Penalty: 3348.475342
	Iteration 44Q: 3 clusters Score -1534814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -1534828.125000 Penalty: 3348.475342
	Iteration 45Q: 3 clusters Score -1534828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -1534836.000000 Penalty: 3348.475342
	Iteration 46Q: 3 clusters Score -1534836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -1534844.375000 Penalty: 3348.475342
	Iteration 47Q: 3 clusters Score -1534844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -1534852.000000 Penalty: 3348.475342
	Iteration 48Q: 3 clusters Score -1534852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -1534861.250000 Penalty: 3348.475342
	Iteration 49Q: 3 clusters Score -1534861 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -1534877.750000 Penalty: 3348.475342
	Iteration 50Q: 3 clusters Score -1534878 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -1534894.375000 Penalty: 3348.475342
	Iteration 51Q: 3 clusters Score -1534894 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -1534919.125000 Penalty: 3348.475342
	Iteration 52Q: 3 clusters Score -1534919 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -1534938.375000 Penalty: 3348.475342
	Iteration 53Q: 3 clusters Score -1534938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -1534963.750000 Penalty: 3348.475342
	Iteration 54Q: 3 clusters Score -1534964 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -1534985.375000 Penalty: 3348.475342
	Iteration 55Q: 3 clusters Score -1534985 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -1535014.750000 Penalty: 3348.475342
	Iteration 56Q: 3 clusters Score -1535015 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -1535039.500000 Penalty: 3348.475342
	Iteration 57Q: 3 clusters Score -1535040 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -1535061.375000 Penalty: 3348.475342
	Iteration 58Q: 3 clusters Score -1535061 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -1535081.750000 Penalty: 3348.475342
	Iteration 59Q: 3 clusters Score -1535082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -1535092.375000 Penalty: 3348.475342
	Iteration 60F: 3 clusters Score -1535092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -1535108.500000 Penalty: 3348.475342
	Iteration 61Q: 3 clusters Score -1535108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -1535119.750000 Penalty: 3348.475342
	Iteration 62Q: 3 clusters Score -1535120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -1535127.625000 Penalty: 3348.475342
	Iteration 63Q: 3 clusters Score -1535128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -1535134.750000 Penalty: 3348.475342
	Iteration 64Q: 3 clusters Score -1535135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -1535140.000000 Penalty: 3348.475342
	Iteration 65Q: 3 clusters Score -1535140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -1535140.125000 Penalty: 3348.475342
	Iteration 66Q: 3 clusters Score -1535140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -1535142.875000 Penalty: 3348.475342
	Iteration 67Q: 3 clusters Score -1535143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -1535144.375000 Penalty: 3348.475342
	Iteration 68Q: 3 clusters Score -1535144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -1535153.625000 Penalty: 3348.475342
	Iteration 69Q: 3 clusters Score -1535154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -1535158.000000 Penalty: 3348.475342
	Iteration 70Q: 3 clusters Score -1535158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -1535162.000000 Penalty: 3348.475342
	Iteration 71Q: 3 clusters Score -1535162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -1535166.250000 Penalty: 3348.475342
	Iteration 72Q: 3 clusters Score -1535166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -1535164.625000 Penalty: 3348.475342
	Iteration 73Q: 3 clusters Score -1535165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -1535166.625000 Penalty: 3348.475342
	Iteration 74Q: 3 clusters Score -1535167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -1535166.875000 Penalty: 3348.475342
	Iteration 75Q: 3 clusters Score -1535167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -1535169.625000 Penalty: 3348.475342
	Iteration 76Q: 3 clusters Score -1535170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -1535168.875000 Penalty: 3348.475342
	Iteration 77Q: 3 clusters Score -1535169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -1535171.000000 Penalty: 3348.475342
	Iteration 78Q: 3 clusters Score -1535171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -1535173.000000 Penalty: 3348.475342
	Iteration 79Q: 3 clusters Score -1535173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -1535171.875000 Penalty: 3348.475342
	Iteration 80F: 3 clusters Score -1535172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -1535171.000000 Penalty: 3348.475342
	Iteration 81Q: 3 clusters Score -1535171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -1535171.000000 Penalty: 3348.475342
	Iteration 82F: 3 clusters Score -1535171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Entering Unmasked Estep 
Score: -94547.132812 Penalty: 1271.017090
	Iteration 0F: 2 clusters Score -94547.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -92132.953125 Penalty: 2542.034180
	Iteration 0F: 3 clusters Score -92132.95 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -92769.039062 Penalty: 2542.034180
	Iteration 1F: 3 clusters Score -92769.04 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -92935.078125 Penalty: 2542.034180
	Iteration 2F: 3 clusters Score -92935.08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -93048.343750 Penalty: 2542.034180
	Iteration 3F: 3 clusters Score -93048.34 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -93150.984375 Penalty: 2542.034180
	Iteration 4Q: 3 clusters Score -93150.98 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -93225.140625 Penalty: 2542.034180
	Iteration 5Q: 3 clusters Score -93225.14 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -93274.851562 Penalty: 2542.034180
	Iteration 6Q: 3 clusters Score -93274.85 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -93319.921875 Penalty: 2542.034180
	Iteration 7Q: 3 clusters Score -93319.92 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -93357.679688 Penalty: 2542.034180
	Iteration 8Q: 3 clusters Score -93357.68 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -93394.187500 Penalty: 2542.034180
	Iteration 9Q: 3 clusters Score -93394.19 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -93443.843750 Penalty: 2542.034180
	Iteration 10Q: 3 clusters Score -93443.84 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -93507.281250 Penalty: 2542.034180
	Iteration 11Q: 3 clusters Score -93507.28 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -93543.375000 Penalty: 2542.034180
	Iteration 12Q: 3 clusters Score -93543.38 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -93568.945312 Penalty: 2542.034180
	Iteration 13Q: 3 clusters Score -93568.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -93588.304688 Penalty: 2542.034180
	Iteration 14Q: 3 clusters Score -93588.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -93610.234375 Penalty: 2542.034180
	Iteration 15Q: 3 clusters Score -93610.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -93632.398438 Penalty: 2542.034180
	Iteration 16Q: 3 clusters Score -93632.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -93652.421875 Penalty: 2542.034180
	Iteration 17Q: 3 clusters Score -93652.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -93668.445312 Penalty: 2542.034180
	Iteration 18Q: 3 clusters Score -93668.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -93684.328125 Penalty: 2542.034180
	Iteration 19Q: 3 clusters Score -93684.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -93692.937500 Penalty: 2542.034180
	Iteration 20F: 3 clusters Score -93692.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -93698.101562 Penalty: 2542.034180
	Iteration 21Q: 3 clusters Score -93698.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -93704.734375 Penalty: 2542.034180
	Iteration 22Q: 3 clusters Score -93704.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -93714.585938 Penalty: 2542.034180
	Iteration 23Q: 3 clusters Score -93714.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -93720.562500 Penalty: 2542.034180
	Iteration 24Q: 3 clusters Score -93720.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -93724.593750 Penalty: 2542.034180
	Iteration 25Q: 3 clusters Score -93724.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -93725.843750 Penalty: 2542.034180
	Iteration 26Q: 3 clusters Score -93725.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -93727.226562 Penalty: 2542.034180
	Iteration 27Q: 3 clusters Score -93727.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -93728.125000 Penalty: 2542.034180
	Iteration 28Q: 3 clusters Score -93728.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -93728.601562 Penalty: 2542.034180
	Iteration 29Q: 3 clusters Score -93728.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -93730.320312 Penalty: 2542.034180
	Iteration 30Q: 3 clusters Score -93730.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -93730.289062 Penalty: 2542.034180
	Iteration 31Q: 3 clusters Score -93730.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -93730.289062 Penalty: 2542.034180
	Iteration 32F: 3 clusters Score -93730.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Entering Unmasked Estep 
Score: -459297.906250 Penalty: 1494.817139
	Iteration 0F: 2 clusters Score -459297.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -452186.312500 Penalty: 2989.634277
	Iteration 0F: 3 clusters Score -452186.3 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -454462.625000 Penalty: 2989.634277
	Iteration 1F: 3 clusters Score -454462.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -454705.500000 Penalty: 2989.634277
	Iteration 2F: 3 clusters Score -454705.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -454914.218750 Penalty: 2989.634277
	Iteration 3F: 3 clusters Score -454914.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -455096.687500 Penalty: 2989.634277
	Iteration 4Q: 3 clusters Score -455096.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -455259.906250 Penalty: 2989.634277
	Iteration 5Q: 3 clusters Score -455259.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -455419.062500 Penalty: 2989.634277
	Iteration 6Q: 3 clusters Score -455419.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -455580.312500 Penalty: 2989.634277
	Iteration 7Q: 3 clusters Score -455580.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -455775.375000 Penalty: 2989.634277
	Iteration 8Q: 3 clusters Score -455775.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -456023.968750 Penalty: 2989.634277
	Iteration 9Q: 3 clusters Score -456024 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -456298.718750 Penalty: 2989.634277
	Iteration 10Q: 3 clusters Score -456298.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -456620.031250 Penalty: 2989.634277
	Iteration 11Q: 3 clusters Score -456620 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -457005.531250 Penalty: 2989.634277
	Iteration 12Q: 3 clusters Score -457005.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -457362.187500 Penalty: 2989.634277
	Iteration 13Q: 3 clusters Score -457362.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -457631.781250 Penalty: 2989.634277
	Iteration 14Q: 3 clusters Score -457631.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -457808.968750 Penalty: 2989.634277
	Iteration 15Q: 3 clusters Score -457809 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -457916.937500 Penalty: 2989.634277
	Iteration 16Q: 3 clusters Score -457916.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -458004.937500 Penalty: 2989.634277
	Iteration 17Q: 3 clusters Score -458004.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -458074.812500 Penalty: 2989.634277
	Iteration 18Q: 3 clusters Score -458074.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -458125.062500 Penalty: 2989.634277
	Iteration 19Q: 3 clusters Score -458125.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -458157.406250 Penalty: 2989.634277
	Iteration 20F: 3 clusters Score -458157.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -458186.343750 Penalty: 2989.634277
	Iteration 21Q: 3 clusters Score -458186.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -458203.781250 Penalty: 2989.634277
	Iteration 22Q: 3 clusters Score -458203.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -458223.125000 Penalty: 2989.634277
	Iteration 23Q: 3 clusters Score -458223.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -458240.156250 Penalty: 2989.634277
	Iteration 24Q: 3 clusters Score -458240.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -458259.156250 Penalty: 2989.634277
	Iteration 25Q: 3 clusters Score -458259.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -458281.531250 Penalty: 2989.634277
	Iteration 26Q: 3 clusters Score -458281.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -458297.843750 Penalty: 2989.634277
	Iteration 27Q: 3 clusters Score -458297.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -458308.437500 Penalty: 2989.634277
	Iteration 28Q: 3 clusters Score -458308.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -458322.468750 Penalty: 2989.634277
	Iteration 29Q: 3 clusters Score -458322.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -458330.750000 Penalty: 2989.634277
	Iteration 30Q: 3 clusters Score -458330.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -458339.656250 Penalty: 2989.634277
	Iteration 31Q: 3 clusters Score -458339.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -458350.593750 Penalty: 2989.634277
	Iteration 32Q: 3 clusters Score -458350.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -458353.468750 Penalty: 2989.634277
	Iteration 33Q: 3 clusters Score -458353.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -458355.281250 Penalty: 2989.634277
	Iteration 34Q: 3 clusters Score -458355.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -458355.406250 Penalty: 2989.634277
	Iteration 35Q: 3 clusters Score -458355.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -458355.406250 Penalty: 2989.634277
	Iteration 36F: 3 clusters Score -458355.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Entering Unmasked Estep 
Score: -504460.375000 Penalty: 1488.054077
	Iteration 0F: 2 clusters Score -504460.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -497624.218750 Penalty: 2976.108154
	Iteration 0F: 3 clusters Score -497624.2 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -499820.687500 Penalty: 2976.108154
	Iteration 1F: 3 clusters Score -499820.7 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -500126.968750 Penalty: 2976.108154
	Iteration 2F: 3 clusters Score -500127 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -500430.031250 Penalty: 2976.108154
	Iteration 3F: 3 clusters Score -500430 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -500727.375000 Penalty: 2976.108154
	Iteration 4F: 3 clusters Score -500727.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -501016.250000 Penalty: 2976.108154
	Iteration 5F: 3 clusters Score -501016.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -501283.187500 Penalty: 2976.108154
	Iteration 6Q: 3 clusters Score -501283.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -501521.750000 Penalty: 2976.108154
	Iteration 7Q: 3 clusters Score -501521.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -501714.125000 Penalty: 2976.108154
	Iteration 8Q: 3 clusters Score -501714.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -501859.468750 Penalty: 2976.108154
	Iteration 9Q: 3 clusters Score -501859.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -501976.125000 Penalty: 2976.108154
	Iteration 10Q: 3 clusters Score -501976.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -502079.093750 Penalty: 2976.108154
	Iteration 11Q: 3 clusters Score -502079.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -502148.312500 Penalty: 2976.108154
	Iteration 12Q: 3 clusters Score -502148.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -502203.781250 Penalty: 2976.108154
	Iteration 13Q: 3 clusters Score -502203.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -502244.875000 Penalty: 2976.108154
	Iteration 14Q: 3 clusters Score -502244.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -502281.531250 Penalty: 2976.108154
	Iteration 15Q: 3 clusters Score -502281.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -502318.125000 Penalty: 2976.108154
	Iteration 16Q: 3 clusters Score -502318.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -502357.843750 Penalty: 2976.108154
	Iteration 17Q: 3 clusters Score -502357.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -502392.718750 Penalty: 2976.108154
	Iteration 18Q: 3 clusters Score -502392.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -502423.343750 Penalty: 2976.108154
	Iteration 19Q: 3 clusters Score -502423.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -502475.187500 Penalty: 2976.108154
	Iteration 20F: 3 clusters Score -502475.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -502550.687500 Penalty: 2976.108154
	Iteration 21Q: 3 clusters Score -502550.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -502645.562500 Penalty: 2976.108154
	Iteration 22Q: 3 clusters Score -502645.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -502736.125000 Penalty: 2976.108154
	Iteration 23Q: 3 clusters Score -502736.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -502814.937500 Penalty: 2976.108154
	Iteration 24Q: 3 clusters Score -502814.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -502873.187500 Penalty: 2976.108154
	Iteration 25Q: 3 clusters Score -502873.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -502914.937500 Penalty: 2976.108154
	Iteration 26Q: 3 clusters Score -502914.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -502937.562500 Penalty: 2976.108154
	Iteration 27Q: 3 clusters Score -502937.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -502958.343750 Penalty: 2976.108154
	Iteration 28Q: 3 clusters Score -502958.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -502976.312500 Penalty: 2976.108154
	Iteration 29Q: 3 clusters Score -502976.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -502989.375000 Penalty: 2976.108154
	Iteration 30Q: 3 clusters Score -502989.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -502999.562500 Penalty: 2976.108154
	Iteration 31Q: 3 clusters Score -502999.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -503005.593750 Penalty: 2976.108154
	Iteration 32Q: 3 clusters Score -503005.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -503013.218750 Penalty: 2976.108154
	Iteration 33Q: 3 clusters Score -503013.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -503018.437500 Penalty: 2976.108154
	Iteration 34Q: 3 clusters Score -503018.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -503022.093750 Penalty: 2976.108154
	Iteration 35Q: 3 clusters Score -503022.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -503025.750000 Penalty: 2976.108154
	Iteration 36Q: 3 clusters Score -503025.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -503028.812500 Penalty: 2976.108154
	Iteration 37Q: 3 clusters Score -503028.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -503028.562500 Penalty: 2976.108154
	Iteration 38Q: 3 clusters Score -503028.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -503030.156250 Penalty: 2976.108154
	Iteration 39Q: 3 clusters Score -503030.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -503030.031250 Penalty: 2976.108154
	Iteration 40F: 3 clusters Score -503030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -503031.687500 Penalty: 2976.108154
	Iteration 41Q: 3 clusters Score -503031.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -503032.562500 Penalty: 2976.108154
	Iteration 42Q: 3 clusters Score -503032.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -503033.500000 Penalty: 2976.108154
	Iteration 43Q: 3 clusters Score -503033.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -503033.593750 Penalty: 2976.108154
	Iteration 44Q: 3 clusters Score -503033.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -503034.093750 Penalty: 2976.108154
	Iteration 45Q: 3 clusters Score -503034.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -503034.093750 Penalty: 2976.108154
	Iteration 46F: 3 clusters Score -503034.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (67449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67449 members 
Entering Unmasked Estep 
Score: -3604173.750000 Penalty: 1806.858154
	Iteration 0F: 2 clusters Score -3604174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -3559110.750000 Penalty: 3613.716309
	Iteration 0F: 3 clusters Score -3559111 nChanged 31815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -3577325.750000 Penalty: 3613.716309
	Iteration 1F: 3 clusters Score -3577326 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -3577924.000000 Penalty: 3613.716309
	Iteration 2Q: 3 clusters Score -3577924 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -3578565.500000 Penalty: 3613.716309
	Iteration 3Q: 3 clusters Score -3578566 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -3579278.000000 Penalty: 3613.716309
	Iteration 4Q: 3 clusters Score -3579278 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -3580249.000000 Penalty: 3613.716309
	Iteration 5Q: 3 clusters Score -3580249 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -3581384.000000 Penalty: 3613.716309
	Iteration 6Q: 3 clusters Score -3581384 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -3582804.000000 Penalty: 3613.716309
	Iteration 7Q: 3 clusters Score -3582804 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -3584455.250000 Penalty: 3613.716309
	Iteration 8Q: 3 clusters Score -3584455 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -3586427.000000 Penalty: 3613.716309
	Iteration 9F: 3 clusters Score -3586427 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -3588552.000000 Penalty: 3613.716309
	Iteration 10F: 3 clusters Score -3588552 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -3590281.750000 Penalty: 3613.716309
	Iteration 11Q: 3 clusters Score -3590282 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -3591290.750000 Penalty: 3613.716309
	Iteration 12Q: 3 clusters Score -3591291 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -3591839.250000 Penalty: 3613.716309
	Iteration 13Q: 3 clusters Score -3591839 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -3592149.750000 Penalty: 3613.716309
	Iteration 14Q: 3 clusters Score -3592150 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -3592398.750000 Penalty: 3613.716309
	Iteration 15Q: 3 clusters Score -3592399 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -3592636.500000 Penalty: 3613.716309
	Iteration 16Q: 3 clusters Score -3592636 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -3592890.750000 Penalty: 3613.716309
	Iteration 17Q: 3 clusters Score -3592891 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -3593217.750000 Penalty: 3613.716309
	Iteration 18Q: 3 clusters Score -3593218 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -3593595.500000 Penalty: 3613.716309
	Iteration 19Q: 3 clusters Score -3593596 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -3594056.750000 Penalty: 3613.716309
	Iteration 20F: 3 clusters Score -3594057 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -3594631.750000 Penalty: 3613.716309
	Iteration 21Q: 3 clusters Score -3594632 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -3595359.250000 Penalty: 3613.716309
	Iteration 22Q: 3 clusters Score -3595359 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 48979 members 
Entering Unmasked Estep 
Score: -3596270.000000 Penalty: 3613.716309
	Iteration 23Q: 3 clusters Score -3596270 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -3597379.500000 Penalty: 3613.716309
	Iteration 24Q: 3 clusters Score -3597380 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 52305 members 
Entering Unmasked Estep 
Score: -3598653.000000 Penalty: 3613.716309
	Iteration 25Q: 3 clusters Score -3598653 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 53830 members 
Entering Unmasked Estep 
Score: -3599923.250000 Penalty: 3613.716309
	Iteration 26Q: 3 clusters Score -3599923 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 55196 members 
Entering Unmasked Estep 
Score: -3601196.750000 Penalty: 3613.716309
	Iteration 27Q: 3 clusters Score -3601197 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 56395 members 
Entering Unmasked Estep 
Score: -3602262.500000 Penalty: 3613.716309
	Iteration 28Q: 3 clusters Score -3602262 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 57376 members 
Entering Unmasked Estep 
Score: -3603082.750000 Penalty: 3613.716309
	Iteration 29Q: 3 clusters Score -3603083 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
Score: -3603694.000000 Penalty: 3613.716309
	Iteration 30Q: 3 clusters Score -3603694 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
Score: -3604180.000000 Penalty: 3613.716309
	Iteration 31Q: 3 clusters Score -3604180 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 59451 members 
Entering Unmasked Estep 
Score: -3604552.750000 Penalty: 3613.716309
	Iteration 32Q: 3 clusters Score -3604553 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 59911 members 
Entering Unmasked Estep 
Score: -3604838.250000 Penalty: 3613.716309
	Iteration 33Q: 3 clusters Score -3604838 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 60287 members 
Entering Unmasked Estep 
Score: -3604991.000000 Penalty: 3613.716309
	Iteration 34Q: 3 clusters Score -3604991 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -3605087.500000 Penalty: 3613.716309
	Iteration 35Q: 3 clusters Score -3605088 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 60754 members 
Entering Unmasked Estep 
Score: -3605141.250000 Penalty: 3613.716309
	Iteration 36Q: 3 clusters Score -3605141 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 60886 members 
Entering Unmasked Estep 
Score: -3605167.000000 Penalty: 3613.716309
	Iteration 37Q: 3 clusters Score -3605167 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 60991 members 
Entering Unmasked Estep 
Score: -3605187.250000 Penalty: 3613.716309
	Iteration 38Q: 3 clusters Score -3605187 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 61070 members 
Entering Unmasked Estep 
Score: -3605200.250000 Penalty: 3613.716309
	Iteration 39Q: 3 clusters Score -3605200 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 61147 members 
Entering Unmasked Estep 
Score: -3605240.250000 Penalty: 3613.716309
	Iteration 40F: 3 clusters Score -3605240 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 61219 members 
Entering Unmasked Estep 
Score: -3605250.750000 Penalty: 3613.716309
	Iteration 41Q: 3 clusters Score -3605251 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 61280 members 
Entering Unmasked Estep 
Score: -3605261.000000 Penalty: 3613.716309
	Iteration 42Q: 3 clusters Score -3605261 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 61337 members 
Entering Unmasked Estep 
Score: -3605273.250000 Penalty: 3613.716309
	Iteration 43Q: 3 clusters Score -3605273 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 61387 members 
Entering Unmasked Estep 
Score: -3605275.250000 Penalty: 3613.716309
	Iteration 44Q: 3 clusters Score -3605275 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 61418 members 
Entering Unmasked Estep 
Score: -3605281.250000 Penalty: 3613.716309
	Iteration 45Q: 3 clusters Score -3605281 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 61442 members 
Entering Unmasked Estep 
Score: -3605278.500000 Penalty: 3613.716309
	Iteration 46Q: 3 clusters Score -3605278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 61456 members 
Entering Unmasked Estep 
Score: -3605279.000000 Penalty: 3613.716309
	Iteration 47Q: 3 clusters Score -3605279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 61473 members 
Entering Unmasked Estep 
Score: -3605283.250000 Penalty: 3613.716309
	Iteration 48Q: 3 clusters Score -3605283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 61481 members 
Entering Unmasked Estep 
Score: -3605287.500000 Penalty: 3613.716309
	Iteration 49Q: 3 clusters Score -3605288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 61490 members 
Entering Unmasked Estep 
Score: -3605287.000000 Penalty: 3613.716309
	Iteration 50Q: 3 clusters Score -3605287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 61502 members 
Entering Unmasked Estep 
Score: -3605287.750000 Penalty: 3613.716309
	Iteration 51Q: 3 clusters Score -3605288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 61510 members 
Entering Unmasked Estep 
Score: -3605286.000000 Penalty: 3613.716309
	Iteration 52Q: 3 clusters Score -3605286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 61514 members 
Entering Unmasked Estep 
Score: -3605285.000000 Penalty: 3613.716309
	Iteration 53Q: 3 clusters Score -3605285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 61519 members 
Entering Unmasked Estep 
Score: -3605282.500000 Penalty: 3613.716309
	Iteration 54Q: 3 clusters Score -3605282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 61528 members 
Entering Unmasked Estep 
Score: -3605291.000000 Penalty: 3613.716309
	Iteration 55Q: 3 clusters Score -3605291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 61535 members 
Entering Unmasked Estep 
Score: -3605291.000000 Penalty: 3613.716309
	Iteration 56Q: 3 clusters Score -3605291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 61541 members 
Entering Unmasked Estep 
Score: -3605290.000000 Penalty: 3613.716309
	Iteration 57Q: 3 clusters Score -3605290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 61545 members 
Entering Unmasked Estep 
Score: -3605287.250000 Penalty: 3613.716309
	Iteration 58Q: 3 clusters Score -3605287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 61549 members 
Entering Unmasked Estep 
Score: -3605291.000000 Penalty: 3613.716309
	Iteration 59Q: 3 clusters Score -3605291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 61553 members 
Entering Unmasked Estep 
Score: -3605291.500000 Penalty: 3613.716309
	Iteration 60F: 3 clusters Score -3605292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 61555 members 
Entering Unmasked Estep 
Score: -3605291.750000 Penalty: 3613.716309
	Iteration 61Q: 3 clusters Score -3605292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 61558 members 
Entering Unmasked Estep 
Score: -3605295.500000 Penalty: 3613.716309
	Iteration 62Q: 3 clusters Score -3605296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 61566 members 
Entering Unmasked Estep 
Score: -3605294.000000 Penalty: 3613.716309
	Iteration 63Q: 3 clusters Score -3605294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 61572 members 
Entering Unmasked Estep 
Score: -3605297.250000 Penalty: 3613.716309
	Iteration 64Q: 3 clusters Score -3605297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 61577 members 
Entering Unmasked Estep 
Score: -3605297.000000 Penalty: 3613.716309
	Iteration 65Q: 3 clusters Score -3605297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 61582 members 
Entering Unmasked Estep 
Score: -3605296.750000 Penalty: 3613.716309
	Iteration 66Q: 3 clusters Score -3605297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 61590 members 
Entering Unmasked Estep 
Score: -3605293.750000 Penalty: 3613.716309
	Iteration 67Q: 3 clusters Score -3605294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 61593 members 
Entering Unmasked Estep 
Score: -3605297.250000 Penalty: 3613.716309
	Iteration 68Q: 3 clusters Score -3605297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 61598 members 
Entering Unmasked Estep 
Score: -3605300.000000 Penalty: 3613.716309
	Iteration 69Q: 3 clusters Score -3605300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 61603 members 
Entering Unmasked Estep 
Score: -3605297.000000 Penalty: 3613.716309
	Iteration 70Q: 3 clusters Score -3605297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 61606 members 
Entering Unmasked Estep 
Score: -3605299.250000 Penalty: 3613.716309
	Iteration 71Q: 3 clusters Score -3605299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 61605 members 
Entering Unmasked Estep 
Score: -3605298.500000 Penalty: 3613.716309
	Iteration 72Q: 3 clusters Score -3605298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 61605 members 
Entering Unmasked Estep 
Score: -3605298.500000 Penalty: 3613.716309
	Iteration 73F: 3 clusters Score -3605298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6374 members 
Mstep: Class 3 contains 1366 members 
Mstep: Class 4 contains 28648 members 
Mstep: Class 5 contains 8068 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37118 members 
Mstep: Class 8 contains 228743 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 9269 members 
Mstep: Class 11 contains 9531 members 
Mstep: Class 12 contains 1732 members 
Mstep: Class 13 contains 75564 members 
Mstep: Class 14 contains 2146 members 
Mstep: Class 15 contains 90746 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 29822 members 
Mstep: Class 18 contains 2494 members 
Mstep: Class 19 contains 9886 members 
Mstep: Class 20 contains 9483 members 
Mstep: Class 21 contains 5844 members 
Mstep: Class 22 contains 7433 members 
Mstep: Class 23 contains 2419 members 
Mstep: Class 24 contains 5405 members 
Mstep: Class 25 contains 30233 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14113 members 
Mstep: Class 28 contains 7371 members 
Mstep: Class 29 contains 5757 members 
Mstep: Class 30 contains 61605 members 
Entering Unmasked Estep 
Score: -35930480.000000 Penalty: 65686.531250
Splitting cluster 21 changes total score from -35929908.000000 to -35930480.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 22 (7433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Entering Unmasked Estep 
Score: -384597.093750 Penalty: 1448.473755
	Iteration 0F: 2 clusters Score -384597.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -379124.218750 Penalty: 2896.947510
	Iteration 0F: 3 clusters Score -379124.2 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -380745.250000 Penalty: 2896.947510
	Iteration 1F: 3 clusters Score -380745.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -380923.406250 Penalty: 2896.947510
	Iteration 2F: 3 clusters Score -380923.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -381052.281250 Penalty: 2896.947510
	Iteration 3Q: 3 clusters Score -381052.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -381193.687500 Penalty: 2896.947510
	Iteration 4Q: 3 clusters Score -381193.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -381334.281250 Penalty: 2896.947510
	Iteration 5Q: 3 clusters Score -381334.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -381492.843750 Penalty: 2896.947510
	Iteration 6Q: 3 clusters Score -381492.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -381656.843750 Penalty: 2896.947510
	Iteration 7Q: 3 clusters Score -381656.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -381870.437500 Penalty: 2896.947510
	Iteration 8Q: 3 clusters Score -381870.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -382084.437500 Penalty: 2896.947510
	Iteration 9Q: 3 clusters Score -382084.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -382299.093750 Penalty: 2896.947510
	Iteration 10Q: 3 clusters Score -382299.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -382503.437500 Penalty: 2896.947510
	Iteration 11Q: 3 clusters Score -382503.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -382691.562500 Penalty: 2896.947510
	Iteration 12Q: 3 clusters Score -382691.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -382845.968750 Penalty: 2896.947510
	Iteration 13Q: 3 clusters Score -382846 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -382964.187500 Penalty: 2896.947510
	Iteration 14Q: 3 clusters Score -382964.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -383050.718750 Penalty: 2896.947510
	Iteration 15Q: 3 clusters Score -383050.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -383116.156250 Penalty: 2896.947510
	Iteration 16Q: 3 clusters Score -383116.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -383170.468750 Penalty: 2896.947510
	Iteration 17Q: 3 clusters Score -383170.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -383210.187500 Penalty: 2896.947510
	Iteration 18Q: 3 clusters Score -383210.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -383261.125000 Penalty: 2896.947510
	Iteration 19Q: 3 clusters Score -383261.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -383290.062500 Penalty: 2896.947510
	Iteration 20F: 3 clusters Score -383290.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -383304.843750 Penalty: 2896.947510
	Iteration 21Q: 3 clusters Score -383304.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -383315.718750 Penalty: 2896.947510
	Iteration 22Q: 3 clusters Score -383315.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -383326.468750 Penalty: 2896.947510
	Iteration 23Q: 3 clusters Score -383326.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -383336.156250 Penalty: 2896.947510
	Iteration 24Q: 3 clusters Score -383336.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -383341.281250 Penalty: 2896.947510
	Iteration 25Q: 3 clusters Score -383341.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -383343.687500 Penalty: 2896.947510
	Iteration 26Q: 3 clusters Score -383343.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -383348.000000 Penalty: 2896.947510
	Iteration 27Q: 3 clusters Score -383348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -383352.031250 Penalty: 2896.947510
	Iteration 28Q: 3 clusters Score -383352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -383354.750000 Penalty: 2896.947510
	Iteration 29Q: 3 clusters Score -383354.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -383356.718750 Penalty: 2896.947510
	Iteration 30Q: 3 clusters Score -383356.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -383359.437500 Penalty: 2896.947510
	Iteration 31Q: 3 clusters Score -383359.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -383361.125000 Penalty: 2896.947510
	Iteration 32Q: 3 clusters Score -383361.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -383360.656250 Penalty: 2896.947510
	Iteration 33Q: 3 clusters Score -383360.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -383362.187500 Penalty: 2896.947510
	Iteration 34Q: 3 clusters Score -383362.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -383366.312500 Penalty: 2896.947510
	Iteration 35Q: 3 clusters Score -383366.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -383368.468750 Penalty: 2896.947510
	Iteration 36Q: 3 clusters Score -383368.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -383369.656250 Penalty: 2896.947510
	Iteration 37Q: 3 clusters Score -383369.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -383371.625000 Penalty: 2896.947510
	Iteration 38Q: 3 clusters Score -383371.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -383373.531250 Penalty: 2896.947510
	Iteration 39Q: 3 clusters Score -383373.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -383376.125000 Penalty: 2896.947510
	Iteration 40F: 3 clusters Score -383376.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -383377.312500 Penalty: 2896.947510
	Iteration 41Q: 3 clusters Score -383377.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -383378.031250 Penalty: 2896.947510
	Iteration 42Q: 3 clusters Score -383378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -383378.031250 Penalty: 2896.947510
	Iteration 43F: 3 clusters Score -383378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Entering Unmasked Estep 
Score: -111296.085938 Penalty: 1266.055298
	Iteration 0F: 2 clusters Score -111296.1 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 1240 members 
Entering Unmasked Estep 
Score: -109012.906250 Penalty: 2532.110596
	Iteration 0F: 3 clusters Score -109012.9 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -109609.187500 Penalty: 2532.110596
	Iteration 1F: 3 clusters Score -109609.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -109884.000000 Penalty: 2532.110596
	Iteration 2F: 3 clusters Score -109884 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -110116.390625 Penalty: 2532.110596
	Iteration 3F: 3 clusters Score -110116.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -110282.023438 Penalty: 2532.110596
	Iteration 4F: 3 clusters Score -110282 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -110476.015625 Penalty: 2532.110596
	Iteration 5F: 3 clusters Score -110476 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -110698.835938 Penalty: 2532.110596
	Iteration 6F: 3 clusters Score -110698.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -110964.226562 Penalty: 2532.110596
	Iteration 7F: 3 clusters Score -110964.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -111187.726562 Penalty: 2532.110596
	Iteration 8F: 3 clusters Score -111187.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -111338.484375 Penalty: 2532.110596
	Iteration 9Q: 3 clusters Score -111338.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -111421.000000 Penalty: 2532.110596
	Iteration 10Q: 3 clusters Score -111421 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -111455.718750 Penalty: 2532.110596
	Iteration 11Q: 3 clusters Score -111455.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -111489.429688 Penalty: 2532.110596
	Iteration 12Q: 3 clusters Score -111489.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -111511.195312 Penalty: 2532.110596
	Iteration 13Q: 3 clusters Score -111511.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -111520.125000 Penalty: 2532.110596
	Iteration 14Q: 3 clusters Score -111520.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -111527.257812 Penalty: 2532.110596
	Iteration 15Q: 3 clusters Score -111527.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -111530.015625 Penalty: 2532.110596
	Iteration 16Q: 3 clusters Score -111530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -111531.445312 Penalty: 2532.110596
	Iteration 17Q: 3 clusters Score -111531.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -111532.218750 Penalty: 2532.110596
	Iteration 18Q: 3 clusters Score -111532.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -111532.664062 Penalty: 2532.110596
	Iteration 19Q: 3 clusters Score -111532.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -111532.664062 Penalty: 2532.110596
	Iteration 20F: 3 clusters Score -111532.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6374 members 
Mstep: Class 3 contains 1366 members 
Mstep: Class 4 contains 28648 members 
Mstep: Class 5 contains 8068 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37118 members 
Mstep: Class 8 contains 228743 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 9269 members 
Mstep: Class 11 contains 9531 members 
Mstep: Class 12 contains 1732 members 
Mstep: Class 13 contains 75564 members 
Mstep: Class 14 contains 2146 members 
Mstep: Class 15 contains 90746 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 29822 members 
Mstep: Class 18 contains 2494 members 
Mstep: Class 19 contains 9886 members 
Mstep: Class 20 contains 9483 members 
Mstep: Class 21 contains 5844 members 
Mstep: Class 22 contains 7433 members 
Mstep: Class 23 contains 1030 members 
Mstep: Class 24 contains 5405 members 
Mstep: Class 25 contains 30233 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14113 members 
Mstep: Class 28 contains 7371 members 
Mstep: Class 29 contains 5757 members 
Mstep: Class 30 contains 61605 members 
Mstep: Class 31 contains 1389 members 
Entering Unmasked Estep 
Score: -35929808.000000 Penalty: 67876.078125
Splitting cluster 23 changes total score from -35929908.000000 to -35929808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (5405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Entering Unmasked Estep 
Score: -271655.281250 Penalty: 1396.700439
	Iteration 0F: 2 clusters Score -271655.3 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 2729 members 
Entering Unmasked Estep 
Score: -267440.312500 Penalty: 2793.400879
	Iteration 0F: 3 clusters Score -267440.3 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -268680.750000 Penalty: 2793.400879
	Iteration 1F: 3 clusters Score -268680.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -268852.781250 Penalty: 2793.400879
	Iteration 2F: 3 clusters Score -268852.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -268976.343750 Penalty: 2793.400879
	Iteration 3Q: 3 clusters Score -268976.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -269073.093750 Penalty: 2793.400879
	Iteration 4Q: 3 clusters Score -269073.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -269143.875000 Penalty: 2793.400879
	Iteration 5Q: 3 clusters Score -269143.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -269202.625000 Penalty: 2793.400879
	Iteration 6Q: 3 clusters Score -269202.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -269264.125000 Penalty: 2793.400879
	Iteration 7Q: 3 clusters Score -269264.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -269324.625000 Penalty: 2793.400879
	Iteration 8Q: 3 clusters Score -269324.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -269396.406250 Penalty: 2793.400879
	Iteration 9Q: 3 clusters Score -269396.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -269484.656250 Penalty: 2793.400879
	Iteration 10Q: 3 clusters Score -269484.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -269588.437500 Penalty: 2793.400879
	Iteration 11Q: 3 clusters Score -269588.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -269693.093750 Penalty: 2793.400879
	Iteration 12Q: 3 clusters Score -269693.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -269792.875000 Penalty: 2793.400879
	Iteration 13Q: 3 clusters Score -269792.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -269875.812500 Penalty: 2793.400879
	Iteration 14Q: 3 clusters Score -269875.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -269944.343750 Penalty: 2793.400879
	Iteration 15Q: 3 clusters Score -269944.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -270005.312500 Penalty: 2793.400879
	Iteration 16Q: 3 clusters Score -270005.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -270054.468750 Penalty: 2793.400879
	Iteration 17Q: 3 clusters Score -270054.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -270085.906250 Penalty: 2793.400879
	Iteration 18Q: 3 clusters Score -270085.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -270109.375000 Penalty: 2793.400879
	Iteration 19Q: 3 clusters Score -270109.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -270128.468750 Penalty: 2793.400879
	Iteration 20F: 3 clusters Score -270128.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -270145.781250 Penalty: 2793.400879
	Iteration 21Q: 3 clusters Score -270145.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -270166.125000 Penalty: 2793.400879
	Iteration 22Q: 3 clusters Score -270166.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -270193.125000 Penalty: 2793.400879
	Iteration 23Q: 3 clusters Score -270193.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -270219.968750 Penalty: 2793.400879
	Iteration 24Q: 3 clusters Score -270220 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -270254.593750 Penalty: 2793.400879
	Iteration 25Q: 3 clusters Score -270254.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -270292.093750 Penalty: 2793.400879
	Iteration 26Q: 3 clusters Score -270292.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -270327.687500 Penalty: 2793.400879
	Iteration 27Q: 3 clusters Score -270327.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -270363.093750 Penalty: 2793.400879
	Iteration 28Q: 3 clusters Score -270363.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -270388.937500 Penalty: 2793.400879
	Iteration 29Q: 3 clusters Score -270388.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -270404.093750 Penalty: 2793.400879
	Iteration 30Q: 3 clusters Score -270404.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -270415.625000 Penalty: 2793.400879
	Iteration 31Q: 3 clusters Score -270415.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -270425.937500 Penalty: 2793.400879
	Iteration 32Q: 3 clusters Score -270425.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -270435.781250 Penalty: 2793.400879
	Iteration 33Q: 3 clusters Score -270435.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -270449.375000 Penalty: 2793.400879
	Iteration 34Q: 3 clusters Score -270449.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -270459.375000 Penalty: 2793.400879
	Iteration 35Q: 3 clusters Score -270459.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -270462.687500 Penalty: 2793.400879
	Iteration 36Q: 3 clusters Score -270462.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -270468.656250 Penalty: 2793.400879
	Iteration 37Q: 3 clusters Score -270468.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -270480.218750 Penalty: 2793.400879
	Iteration 38Q: 3 clusters Score -270480.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -270490.187500 Penalty: 2793.400879
	Iteration 39Q: 3 clusters Score -270490.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -270497.062500 Penalty: 2793.400879
	Iteration 40F: 3 clusters Score -270497.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -270502.843750 Penalty: 2793.400879
	Iteration 41Q: 3 clusters Score -270502.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -270507.625000 Penalty: 2793.400879
	Iteration 42Q: 3 clusters Score -270507.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -270514.843750 Penalty: 2793.400879
	Iteration 43Q: 3 clusters Score -270514.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -270516.781250 Penalty: 2793.400879
	Iteration 44Q: 3 clusters Score -270516.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -270518.343750 Penalty: 2793.400879
	Iteration 45Q: 3 clusters Score -270518.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -270519.812500 Penalty: 2793.400879
	Iteration 46Q: 3 clusters Score -270519.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -270519.937500 Penalty: 2793.400879
	Iteration 47Q: 3 clusters Score -270519.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -270520.406250 Penalty: 2793.400879
	Iteration 48Q: 3 clusters Score -270520.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -270521.156250 Penalty: 2793.400879
	Iteration 49Q: 3 clusters Score -270521.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -270521.156250 Penalty: 2793.400879
	Iteration 50F: 3 clusters Score -270521.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (30233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Entering Unmasked Estep 
Score: -1579248.625000 Penalty: 1676.462036
	Iteration 0F: 2 clusters Score -1579249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1559033.125000 Penalty: 3352.924072
	Iteration 0F: 3 clusters Score -1559033 nChanged 13860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1566842.750000 Penalty: 3352.924072
	Iteration 1F: 3 clusters Score -1566843 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1567757.125000 Penalty: 3352.924072
	Iteration 2F: 3 clusters Score -1567757 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1569133.500000 Penalty: 3352.924072
	Iteration 3F: 3 clusters Score -1569134 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1570924.875000 Penalty: 3352.924072
	Iteration 4F: 3 clusters Score -1570925 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1572813.375000 Penalty: 3352.924072
	Iteration 5F: 3 clusters Score -1572813 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1574278.250000 Penalty: 3352.924072
	Iteration 6F: 3 clusters Score -1574278 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1575260.875000 Penalty: 3352.924072
	Iteration 7F: 3 clusters Score -1575261 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1575868.375000 Penalty: 3352.924072
	Iteration 8Q: 3 clusters Score -1575868 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1576250.125000 Penalty: 3352.924072
	Iteration 9Q: 3 clusters Score -1576250 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1576529.875000 Penalty: 3352.924072
	Iteration 10Q: 3 clusters Score -1576530 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1576797.250000 Penalty: 3352.924072
	Iteration 11Q: 3 clusters Score -1576797 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1577041.625000 Penalty: 3352.924072
	Iteration 12Q: 3 clusters Score -1577042 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1577215.875000 Penalty: 3352.924072
	Iteration 13Q: 3 clusters Score -1577216 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1577349.500000 Penalty: 3352.924072
	Iteration 14Q: 3 clusters Score -1577350 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1577459.750000 Penalty: 3352.924072
	Iteration 15Q: 3 clusters Score -1577460 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1577537.125000 Penalty: 3352.924072
	Iteration 16Q: 3 clusters Score -1577537 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1577611.125000 Penalty: 3352.924072
	Iteration 17Q: 3 clusters Score -1577611 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1577668.875000 Penalty: 3352.924072
	Iteration 18Q: 3 clusters Score -1577669 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1577709.000000 Penalty: 3352.924072
	Iteration 19Q: 3 clusters Score -1577709 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1577742.500000 Penalty: 3352.924072
	Iteration 20F: 3 clusters Score -1577742 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1577776.625000 Penalty: 3352.924072
	Iteration 21Q: 3 clusters Score -1577777 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1577798.375000 Penalty: 3352.924072
	Iteration 22Q: 3 clusters Score -1577798 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1577827.375000 Penalty: 3352.924072
	Iteration 23Q: 3 clusters Score -1577827 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1577853.625000 Penalty: 3352.924072
	Iteration 24Q: 3 clusters Score -1577854 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1577875.000000 Penalty: 3352.924072
	Iteration 25Q: 3 clusters Score -1577875 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1577893.000000 Penalty: 3352.924072
	Iteration 26Q: 3 clusters Score -1577893 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1577899.125000 Penalty: 3352.924072
	Iteration 27Q: 3 clusters Score -1577899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1577902.625000 Penalty: 3352.924072
	Iteration 28Q: 3 clusters Score -1577903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1577903.000000 Penalty: 3352.924072
	Iteration 29Q: 3 clusters Score -1577903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1577907.125000 Penalty: 3352.924072
	Iteration 30Q: 3 clusters Score -1577907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1577909.125000 Penalty: 3352.924072
	Iteration 31Q: 3 clusters Score -1577909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1577908.625000 Penalty: 3352.924072
	Iteration 32Q: 3 clusters Score -1577909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1577909.375000 Penalty: 3352.924072
	Iteration 33Q: 3 clusters Score -1577909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1577909.500000 Penalty: 3352.924072
	Iteration 34Q: 3 clusters Score -1577910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1577913.875000 Penalty: 3352.924072
	Iteration 35Q: 3 clusters Score -1577914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1577917.000000 Penalty: 3352.924072
	Iteration 36Q: 3 clusters Score -1577917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1577918.000000 Penalty: 3352.924072
	Iteration 37Q: 3 clusters Score -1577918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1577921.250000 Penalty: 3352.924072
	Iteration 38Q: 3 clusters Score -1577921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1577924.500000 Penalty: 3352.924072
	Iteration 39Q: 3 clusters Score -1577924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1577926.875000 Penalty: 3352.924072
	Iteration 40F: 3 clusters Score -1577927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1577927.125000 Penalty: 3352.924072
	Iteration 41Q: 3 clusters Score -1577927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1577927.500000 Penalty: 3352.924072
	Iteration 42Q: 3 clusters Score -1577928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1577931.375000 Penalty: 3352.924072
	Iteration 43Q: 3 clusters Score -1577931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1577934.875000 Penalty: 3352.924072
	Iteration 44Q: 3 clusters Score -1577935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1577936.750000 Penalty: 3352.924072
	Iteration 45Q: 3 clusters Score -1577937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1577945.000000 Penalty: 3352.924072
	Iteration 46Q: 3 clusters Score -1577945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1577947.125000 Penalty: 3352.924072
	Iteration 47Q: 3 clusters Score -1577947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1577946.500000 Penalty: 3352.924072
	Iteration 48Q: 3 clusters Score -1577946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1577945.875000 Penalty: 3352.924072
	Iteration 49Q: 3 clusters Score -1577946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1577951.625000 Penalty: 3352.924072
	Iteration 50Q: 3 clusters Score -1577952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1577951.750000 Penalty: 3352.924072
	Iteration 51Q: 3 clusters Score -1577952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1577951.750000 Penalty: 3352.924072
	Iteration 52F: 3 clusters Score -1577952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -45029.433594 Penalty: 1119.558594
	Iteration 0F: 2 clusters Score -45029.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -43596.312500 Penalty: 2239.117188
	Iteration 0F: 3 clusters Score -43596.31 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -43861.621094 Penalty: 2239.117188
	Iteration 1F: 3 clusters Score -43861.62 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -43950.062500 Penalty: 2239.117188
	Iteration 2F: 3 clusters Score -43950.06 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -44025.136719 Penalty: 2239.117188
	Iteration 3F: 3 clusters Score -44025.14 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -44072.296875 Penalty: 2239.117188
	Iteration 4Q: 3 clusters Score -44072.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -44115.343750 Penalty: 2239.117188
	Iteration 5Q: 3 clusters Score -44115.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -44136.269531 Penalty: 2239.117188
	Iteration 6Q: 3 clusters Score -44136.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -44165.546875 Penalty: 2239.117188
	Iteration 7Q: 3 clusters Score -44165.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -44192.796875 Penalty: 2239.117188
	Iteration 8Q: 3 clusters Score -44192.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -44214.265625 Penalty: 2239.117188
	Iteration 9Q: 3 clusters Score -44214.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -44237.390625 Penalty: 2239.117188
	Iteration 10Q: 3 clusters Score -44237.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -44250.308594 Penalty: 2239.117188
	Iteration 11Q: 3 clusters Score -44250.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -44261.445312 Penalty: 2239.117188
	Iteration 12Q: 3 clusters Score -44261.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -44268.515625 Penalty: 2239.117188
	Iteration 13Q: 3 clusters Score -44268.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -44275.156250 Penalty: 2239.117188
	Iteration 14Q: 3 clusters Score -44275.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -44295.183594 Penalty: 2239.117188
	Iteration 15Q: 3 clusters Score -44295.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -44332.941406 Penalty: 2239.117188
	Iteration 16Q: 3 clusters Score -44332.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -44371.078125 Penalty: 2239.117188
	Iteration 17Q: 3 clusters Score -44371.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -44396.710938 Penalty: 2239.117188
	Iteration 18Q: 3 clusters Score -44396.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -44421.699219 Penalty: 2239.117188
	Iteration 19Q: 3 clusters Score -44421.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -44434.070312 Penalty: 2239.117188
	Iteration 20F: 3 clusters Score -44434.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -44441.148438 Penalty: 2239.117188
	Iteration 21Q: 3 clusters Score -44441.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -44453.433594 Penalty: 2239.117188
	Iteration 22Q: 3 clusters Score -44453.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -44458.894531 Penalty: 2239.117188
	Iteration 23Q: 3 clusters Score -44458.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -44464.242188 Penalty: 2239.117188
	Iteration 24Q: 3 clusters Score -44464.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -44464.242188 Penalty: 2239.117188
	Iteration 25F: 3 clusters Score -44464.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Entering Unmasked Estep 
Score: -769207.500000 Penalty: 1552.663330
	Iteration 0F: 2 clusters Score -769207.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -759320.375000 Penalty: 3105.326660
	Iteration 0F: 3 clusters Score -759320.4 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -762842.062500 Penalty: 3105.326660
	Iteration 1F: 3 clusters Score -762842.1 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -763202.687500 Penalty: 3105.326660
	Iteration 2F: 3 clusters Score -763202.7 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -763543.500000 Penalty: 3105.326660
	Iteration 3F: 3 clusters Score -763543.5 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -763871.500000 Penalty: 3105.326660
	Iteration 4Q: 3 clusters Score -763871.5 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -764251.750000 Penalty: 3105.326660
	Iteration 5Q: 3 clusters Score -764251.8 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -764734.812500 Penalty: 3105.326660
	Iteration 6F: 3 clusters Score -764734.8 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -765330.625000 Penalty: 3105.326660
	Iteration 7F: 3 clusters Score -765330.6 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -765954.875000 Penalty: 3105.326660
	Iteration 8F: 3 clusters Score -765954.9 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -766535.750000 Penalty: 3105.326660
	Iteration 9Q: 3 clusters Score -766535.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -766983.125000 Penalty: 3105.326660
	Iteration 10Q: 3 clusters Score -766983.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -767339.500000 Penalty: 3105.326660
	Iteration 11Q: 3 clusters Score -767339.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -767560.250000 Penalty: 3105.326660
	Iteration 12Q: 3 clusters Score -767560.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -767667.437500 Penalty: 3105.326660
	Iteration 13Q: 3 clusters Score -767667.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -767727.187500 Penalty: 3105.326660
	Iteration 14Q: 3 clusters Score -767727.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -767778.250000 Penalty: 3105.326660
	Iteration 15Q: 3 clusters Score -767778.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -767815.687500 Penalty: 3105.326660
	Iteration 16Q: 3 clusters Score -767815.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -767843.500000 Penalty: 3105.326660
	Iteration 17Q: 3 clusters Score -767843.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -767874.875000 Penalty: 3105.326660
	Iteration 18Q: 3 clusters Score -767874.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -767902.312500 Penalty: 3105.326660
	Iteration 19Q: 3 clusters Score -767902.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -767920.750000 Penalty: 3105.326660
	Iteration 20F: 3 clusters Score -767920.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -767937.312500 Penalty: 3105.326660
	Iteration 21Q: 3 clusters Score -767937.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -767948.875000 Penalty: 3105.326660
	Iteration 22Q: 3 clusters Score -767948.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -767962.250000 Penalty: 3105.326660
	Iteration 23Q: 3 clusters Score -767962.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -767971.937500 Penalty: 3105.326660
	Iteration 24Q: 3 clusters Score -767971.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -767975.875000 Penalty: 3105.326660
	Iteration 25Q: 3 clusters Score -767975.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -767979.062500 Penalty: 3105.326660
	Iteration 26Q: 3 clusters Score -767979.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -767980.125000 Penalty: 3105.326660
	Iteration 27Q: 3 clusters Score -767980.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -767983.125000 Penalty: 3105.326660
	Iteration 28Q: 3 clusters Score -767983.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -767984.187500 Penalty: 3105.326660
	Iteration 29Q: 3 clusters Score -767984.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -767986.437500 Penalty: 3105.326660
	Iteration 30Q: 3 clusters Score -767986.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -767986.312500 Penalty: 3105.326660
	Iteration 31Q: 3 clusters Score -767986.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -767986.312500 Penalty: 3105.326660
	Iteration 32F: 3 clusters Score -767986.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Entering Unmasked Estep 
Score: -395642.125000 Penalty: 1447.112671
	Iteration 0F: 2 clusters Score -395642.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -390140.937500 Penalty: 2894.225342
	Iteration 0F: 3 clusters Score -390140.9 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -391791.406250 Penalty: 2894.225342
	Iteration 1F: 3 clusters Score -391791.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -391997.375000 Penalty: 2894.225342
	Iteration 2F: 3 clusters Score -391997.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -392130.343750 Penalty: 2894.225342
	Iteration 3Q: 3 clusters Score -392130.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -392237.031250 Penalty: 2894.225342
	Iteration 4Q: 3 clusters Score -392237 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -392336.406250 Penalty: 2894.225342
	Iteration 5Q: 3 clusters Score -392336.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -392451.281250 Penalty: 2894.225342
	Iteration 6Q: 3 clusters Score -392451.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -392569.437500 Penalty: 2894.225342
	Iteration 7Q: 3 clusters Score -392569.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -392691.312500 Penalty: 2894.225342
	Iteration 8Q: 3 clusters Score -392691.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -392847.281250 Penalty: 2894.225342
	Iteration 9Q: 3 clusters Score -392847.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -393038.000000 Penalty: 2894.225342
	Iteration 10Q: 3 clusters Score -393038 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -393251.125000 Penalty: 2894.225342
	Iteration 11Q: 3 clusters Score -393251.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -393491.875000 Penalty: 2894.225342
	Iteration 12Q: 3 clusters Score -393491.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -393729.468750 Penalty: 2894.225342
	Iteration 13Q: 3 clusters Score -393729.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -393936.968750 Penalty: 2894.225342
	Iteration 14Q: 3 clusters Score -393937 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -394097.500000 Penalty: 2894.225342
	Iteration 15Q: 3 clusters Score -394097.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -394188.937500 Penalty: 2894.225342
	Iteration 16Q: 3 clusters Score -394188.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -394237.562500 Penalty: 2894.225342
	Iteration 17Q: 3 clusters Score -394237.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -394275.687500 Penalty: 2894.225342
	Iteration 18Q: 3 clusters Score -394275.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -394312.593750 Penalty: 2894.225342
	Iteration 19Q: 3 clusters Score -394312.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -394338.937500 Penalty: 2894.225342
	Iteration 20F: 3 clusters Score -394338.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -394348.437500 Penalty: 2894.225342
	Iteration 21Q: 3 clusters Score -394348.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -394355.687500 Penalty: 2894.225342
	Iteration 22Q: 3 clusters Score -394355.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -394364.500000 Penalty: 2894.225342
	Iteration 23Q: 3 clusters Score -394364.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -394367.750000 Penalty: 2894.225342
	Iteration 24Q: 3 clusters Score -394367.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -394371.906250 Penalty: 2894.225342
	Iteration 25Q: 3 clusters Score -394371.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -394379.000000 Penalty: 2894.225342
	Iteration 26Q: 3 clusters Score -394379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -394387.406250 Penalty: 2894.225342
	Iteration 27Q: 3 clusters Score -394387.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -394395.718750 Penalty: 2894.225342
	Iteration 28Q: 3 clusters Score -394395.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -394400.312500 Penalty: 2894.225342
	Iteration 29Q: 3 clusters Score -394400.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -394402.781250 Penalty: 2894.225342
	Iteration 30Q: 3 clusters Score -394402.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -394405.500000 Penalty: 2894.225342
	Iteration 31Q: 3 clusters Score -394405.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -394405.531250 Penalty: 2894.225342
	Iteration 32Q: 3 clusters Score -394405.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -394405.531250 Penalty: 2894.225342
	Iteration 33F: 3 clusters Score -394405.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Entering Unmasked Estep 
Score: -307577.031250 Penalty: 1406.952881
	Iteration 0F: 2 clusters Score -307577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -303098.375000 Penalty: 2813.905762
	Iteration 0F: 3 clusters Score -303098.4 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -304293.312500 Penalty: 2813.905762
	Iteration 1F: 3 clusters Score -304293.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -304498.781250 Penalty: 2813.905762
	Iteration 2F: 3 clusters Score -304498.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -304638.531250 Penalty: 2813.905762
	Iteration 3F: 3 clusters Score -304638.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -304731.656250 Penalty: 2813.905762
	Iteration 4Q: 3 clusters Score -304731.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -304804.062500 Penalty: 2813.905762
	Iteration 5Q: 3 clusters Score -304804.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -304869.593750 Penalty: 2813.905762
	Iteration 6Q: 3 clusters Score -304869.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -304922.437500 Penalty: 2813.905762
	Iteration 7Q: 3 clusters Score -304922.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -304964.687500 Penalty: 2813.905762
	Iteration 8Q: 3 clusters Score -304964.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -305001.031250 Penalty: 2813.905762
	Iteration 9Q: 3 clusters Score -305001 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -305039.218750 Penalty: 2813.905762
	Iteration 10Q: 3 clusters Score -305039.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -305068.968750 Penalty: 2813.905762
	Iteration 11Q: 3 clusters Score -305069 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -305096.968750 Penalty: 2813.905762
	Iteration 12Q: 3 clusters Score -305097 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -305127.687500 Penalty: 2813.905762
	Iteration 13Q: 3 clusters Score -305127.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -305158.093750 Penalty: 2813.905762
	Iteration 14Q: 3 clusters Score -305158.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -305187.343750 Penalty: 2813.905762
	Iteration 15Q: 3 clusters Score -305187.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -305219.500000 Penalty: 2813.905762
	Iteration 16Q: 3 clusters Score -305219.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -305253.531250 Penalty: 2813.905762
	Iteration 17Q: 3 clusters Score -305253.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -305287.281250 Penalty: 2813.905762
	Iteration 18Q: 3 clusters Score -305287.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -305323.500000 Penalty: 2813.905762
	Iteration 19Q: 3 clusters Score -305323.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -305370.968750 Penalty: 2813.905762
	Iteration 20F: 3 clusters Score -305371 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -305410.812500 Penalty: 2813.905762
	Iteration 21Q: 3 clusters Score -305410.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -305448.531250 Penalty: 2813.905762
	Iteration 22Q: 3 clusters Score -305448.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -305483.156250 Penalty: 2813.905762
	Iteration 23Q: 3 clusters Score -305483.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -305518.093750 Penalty: 2813.905762
	Iteration 24Q: 3 clusters Score -305518.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -305548.781250 Penalty: 2813.905762
	Iteration 25Q: 3 clusters Score -305548.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -305578.500000 Penalty: 2813.905762
	Iteration 26Q: 3 clusters Score -305578.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -305608.281250 Penalty: 2813.905762
	Iteration 27Q: 3 clusters Score -305608.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -305632.781250 Penalty: 2813.905762
	Iteration 28Q: 3 clusters Score -305632.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -305657.906250 Penalty: 2813.905762
	Iteration 29Q: 3 clusters Score -305657.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -305679.437500 Penalty: 2813.905762
	Iteration 30Q: 3 clusters Score -305679.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -305701.781250 Penalty: 2813.905762
	Iteration 31Q: 3 clusters Score -305701.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -305726.187500 Penalty: 2813.905762
	Iteration 32Q: 3 clusters Score -305726.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -305748.531250 Penalty: 2813.905762
	Iteration 33Q: 3 clusters Score -305748.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -305766.781250 Penalty: 2813.905762
	Iteration 34Q: 3 clusters Score -305766.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -305786.031250 Penalty: 2813.905762
	Iteration 35Q: 3 clusters Score -305786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -305803.093750 Penalty: 2813.905762
	Iteration 36Q: 3 clusters Score -305803.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -305819.437500 Penalty: 2813.905762
	Iteration 37Q: 3 clusters Score -305819.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -305836.937500 Penalty: 2813.905762
	Iteration 38Q: 3 clusters Score -305836.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -305857.031250 Penalty: 2813.905762
	Iteration 39Q: 3 clusters Score -305857 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -305875.218750 Penalty: 2813.905762
	Iteration 40F: 3 clusters Score -305875.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -305893.687500 Penalty: 2813.905762
	Iteration 41Q: 3 clusters Score -305893.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -305912.000000 Penalty: 2813.905762
	Iteration 42Q: 3 clusters Score -305912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -305933.968750 Penalty: 2813.905762
	Iteration 43Q: 3 clusters Score -305934 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -305965.125000 Penalty: 2813.905762
	Iteration 44Q: 3 clusters Score -305965.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -305997.750000 Penalty: 2813.905762
	Iteration 45Q: 3 clusters Score -305997.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -306030.031250 Penalty: 2813.905762
	Iteration 46Q: 3 clusters Score -306030 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -306052.843750 Penalty: 2813.905762
	Iteration 47Q: 3 clusters Score -306052.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -306068.156250 Penalty: 2813.905762
	Iteration 48Q: 3 clusters Score -306068.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -306085.250000 Penalty: 2813.905762
	Iteration 49Q: 3 clusters Score -306085.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -306099.281250 Penalty: 2813.905762
	Iteration 50Q: 3 clusters Score -306099.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -306114.125000 Penalty: 2813.905762
	Iteration 51Q: 3 clusters Score -306114.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -306132.062500 Penalty: 2813.905762
	Iteration 52Q: 3 clusters Score -306132.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -306150.156250 Penalty: 2813.905762
	Iteration 53Q: 3 clusters Score -306150.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -306165.281250 Penalty: 2813.905762
	Iteration 54Q: 3 clusters Score -306165.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -306175.031250 Penalty: 2813.905762
	Iteration 55Q: 3 clusters Score -306175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -306179.781250 Penalty: 2813.905762
	Iteration 56Q: 3 clusters Score -306179.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -306186.062500 Penalty: 2813.905762
	Iteration 57Q: 3 clusters Score -306186.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -306194.562500 Penalty: 2813.905762
	Iteration 58Q: 3 clusters Score -306194.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -306202.156250 Penalty: 2813.905762
	Iteration 59Q: 3 clusters Score -306202.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -306209.406250 Penalty: 2813.905762
	Iteration 60F: 3 clusters Score -306209.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -306216.375000 Penalty: 2813.905762
	Iteration 61Q: 3 clusters Score -306216.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -306220.406250 Penalty: 2813.905762
	Iteration 62Q: 3 clusters Score -306220.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -306225.687500 Penalty: 2813.905762
	Iteration 63Q: 3 clusters Score -306225.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -306229.125000 Penalty: 2813.905762
	Iteration 64Q: 3 clusters Score -306229.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -306235.062500 Penalty: 2813.905762
	Iteration 65Q: 3 clusters Score -306235.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -306238.687500 Penalty: 2813.905762
	Iteration 66Q: 3 clusters Score -306238.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -306242.687500 Penalty: 2813.905762
	Iteration 67Q: 3 clusters Score -306242.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -306247.406250 Penalty: 2813.905762
	Iteration 68Q: 3 clusters Score -306247.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -306250.562500 Penalty: 2813.905762
	Iteration 69Q: 3 clusters Score -306250.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -306253.562500 Penalty: 2813.905762
	Iteration 70Q: 3 clusters Score -306253.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -306257.312500 Penalty: 2813.905762
	Iteration 71Q: 3 clusters Score -306257.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -306260.000000 Penalty: 2813.905762
	Iteration 72Q: 3 clusters Score -306260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -306264.343750 Penalty: 2813.905762
	Iteration 73Q: 3 clusters Score -306264.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -306268.437500 Penalty: 2813.905762
	Iteration 74Q: 3 clusters Score -306268.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -306273.906250 Penalty: 2813.905762
	Iteration 75Q: 3 clusters Score -306273.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -306281.437500 Penalty: 2813.905762
	Iteration 76Q: 3 clusters Score -306281.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -306284.468750 Penalty: 2813.905762
	Iteration 77Q: 3 clusters Score -306284.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -306286.843750 Penalty: 2813.905762
	Iteration 78Q: 3 clusters Score -306286.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -306288.187500 Penalty: 2813.905762
	Iteration 79Q: 3 clusters Score -306288.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -306289.500000 Penalty: 2813.905762
	Iteration 80F: 3 clusters Score -306289.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6374 members 
Mstep: Class 3 contains 1366 members 
Mstep: Class 4 contains 28648 members 
Mstep: Class 5 contains 8068 members 
Mstep: Class 6 contains 12679 members 
Mstep: Class 7 contains 37118 members 
Mstep: Class 8 contains 228743 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 9269 members 
Mstep: Class 11 contains 9531 members 
Mstep: Class 12 contains 1732 members 
Mstep: Class 13 contains 75564 members 
Mstep: Class 14 contains 2146 members 
Mstep: Class 15 contains 90746 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 29822 members 
Mstep: Class 18 contains 2494 members 
Mstep: Class 19 contains 9886 members 
Mstep: Class 20 contains 9483 members 
Mstep: Class 21 contains 5844 members 
Mstep: Class 22 contains 7433 members 
Mstep: Class 23 contains 2419 members 
Mstep: Class 24 contains 5405 members 
Mstep: Class 25 contains 30233 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14113 members 
Mstep: Class 28 contains 7371 members 
Mstep: Class 29 contains 5757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35931256.000000 Penalty: 65686.531250
Iteration 119Q: 31 clusters Score -3.593126e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6432 members 
Mstep: Class 3 contains 1362 members 
Mstep: Class 4 contains 28777 members 
Mstep: Class 5 contains 8070 members 
Mstep: Class 6 contains 12702 members 
Mstep: Class 7 contains 37273 members 
Mstep: Class 8 contains 228320 members 
Mstep: Class 9 contains 2302 members 
Mstep: Class 10 contains 9267 members 
Mstep: Class 11 contains 9531 members 
Mstep: Class 12 contains 1732 members 
Mstep: Class 13 contains 75601 members 
Mstep: Class 14 contains 2146 members 
Mstep: Class 15 contains 90727 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 29822 members 
Mstep: Class 18 contains 2497 members 
Mstep: Class 19 contains 10121 members 
Mstep: Class 20 contains 9557 members 
Mstep: Class 21 contains 6273 members 
Mstep: Class 22 contains 7436 members 
Mstep: Class 23 contains 2418 members 
Mstep: Class 24 contains 5407 members 
Mstep: Class 25 contains 29949 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14127 members 
Mstep: Class 28 contains 7621 members 
Mstep: Class 29 contains 5756 members 
Mstep: Class 30 contains 60920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35931696.000000 Penalty: 65686.531250
Iteration 120F: 31 clusters Score -3.59317e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1357 members 
Mstep: Class 4 contains 28919 members 
Mstep: Class 5 contains 8070 members 
Mstep: Class 6 contains 12731 members 
Mstep: Class 7 contains 37426 members 
Mstep: Class 8 contains 227871 members 
Mstep: Class 9 contains 2308 members 
Mstep: Class 10 contains 9267 members 
Mstep: Class 11 contains 9528 members 
Mstep: Class 12 contains 1732 members 
Mstep: Class 13 contains 75635 members 
Mstep: Class 14 contains 2146 members 
Mstep: Class 15 contains 90708 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 29827 members 
Mstep: Class 18 contains 2502 members 
Mstep: Class 19 contains 10132 members 
Mstep: Class 20 contains 9649 members 
Mstep: Class 21 contains 6565 members 
Mstep: Class 22 contains 7437 members 
Mstep: Class 23 contains 2417 members 
Mstep: Class 24 contains 5410 members 
Mstep: Class 25 contains 29653 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14132 members 
Mstep: Class 28 contains 7783 members 
Mstep: Class 29 contains 5751 members 
Mstep: Class 30 contains 60761 members 
Entering Unmasked Estep 
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Iteration 121Q: 31 clusters Score -3.593184e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6433 members 
Mstep: Class 3 contains 1350 members 
Mstep: Class 4 contains 29068 members 
Mstep: Class 5 contains 8066 members 
Mstep: Class 6 contains 12763 members 
Mstep: Class 7 contains 37573 members 
Mstep: Class 8 contains 227397 members 
Mstep: Class 9 contains 2314 members 
Mstep: Class 10 contains 9266 members 
Mstep: Class 11 contains 9526 members 
Mstep: Class 12 contains 1731 members 
Mstep: Class 13 contains 75666 members 
Mstep: Class 14 contains 2147 members 
Mstep: Class 15 contains 90696 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 29832 members 
Mstep: Class 18 contains 2514 members 
Mstep: Class 19 contains 10130 members 
Mstep: Class 20 contains 9745 members 
Mstep: Class 21 contains 6835 members 
Mstep: Class 22 contains 7440 members 
Mstep: Class 23 contains 2417 members 
Mstep: Class 24 contains 5414 members 
Mstep: Class 25 contains 29411 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14140 members 
Mstep: Class 28 contains 7888 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 60630 members 
Entering Unmasked Estep 
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Iteration 122Q: 31 clusters Score -3.593203e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6433 members 
Mstep: Class 3 contains 1343 members 
Mstep: Class 4 contains 29191 members 
Mstep: Class 5 contains 8065 members 
Mstep: Class 6 contains 12791 members 
Mstep: Class 7 contains 37700 members 
Mstep: Class 8 contains 226983 members 
Mstep: Class 9 contains 2322 members 
Mstep: Class 10 contains 9266 members 
Mstep: Class 11 contains 9524 members 
Mstep: Class 12 contains 1731 members 
Mstep: Class 13 contains 75707 members 
Mstep: Class 14 contains 2146 members 
Mstep: Class 15 contains 90702 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 29843 members 
Mstep: Class 18 contains 2519 members 
Mstep: Class 19 contains 10129 members 
Mstep: Class 20 contains 9812 members 
Mstep: Class 21 contains 7091 members 
Mstep: Class 22 contains 7440 members 
Mstep: Class 23 contains 2416 members 
Mstep: Class 24 contains 5425 members 
Mstep: Class 25 contains 29203 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14145 members 
Mstep: Class 28 contains 7958 members 
Mstep: Class 29 contains 5754 members 
Mstep: Class 30 contains 60506 members 
Entering Unmasked Estep 
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Iteration 123Q: 31 clusters Score -3.593208e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1339 members 
Mstep: Class 4 contains 29328 members 
Mstep: Class 5 contains 8064 members 
Mstep: Class 6 contains 12820 members 
Mstep: Class 7 contains 37813 members 
Mstep: Class 8 contains 226571 members 
Mstep: Class 9 contains 2326 members 
Mstep: Class 10 contains 9266 members 
Mstep: Class 11 contains 9527 members 
Mstep: Class 12 contains 1731 members 
Mstep: Class 13 contains 75751 members 
Mstep: Class 14 contains 2146 members 
Mstep: Class 15 contains 90687 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 29849 members 
Mstep: Class 18 contains 2525 members 
Mstep: Class 19 contains 10140 members 
Mstep: Class 20 contains 9891 members 
Mstep: Class 21 contains 7292 members 
Mstep: Class 22 contains 7440 members 
Mstep: Class 23 contains 2415 members 
Mstep: Class 24 contains 5436 members 
Mstep: Class 25 contains 29028 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14150 members 
Mstep: Class 28 contains 7994 members 
Mstep: Class 29 contains 5754 members 
Mstep: Class 30 contains 60432 members 
Entering Unmasked Estep 
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Iteration 124Q: 31 clusters Score -3.593224e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1336 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 8063 members 
Mstep: Class 6 contains 12845 members 
Mstep: Class 7 contains 37911 members 
Mstep: Class 8 contains 226206 members 
Mstep: Class 9 contains 2332 members 
Mstep: Class 10 contains 9268 members 
Mstep: Class 11 contains 9530 members 
Mstep: Class 12 contains 1731 members 
Mstep: Class 13 contains 75800 members 
Mstep: Class 14 contains 2146 members 
Mstep: Class 15 contains 90678 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 29846 members 
Mstep: Class 18 contains 2528 members 
Mstep: Class 19 contains 10157 members 
Mstep: Class 20 contains 9950 members 
Mstep: Class 21 contains 7475 members 
Mstep: Class 22 contains 7440 members 
Mstep: Class 23 contains 2414 members 
Mstep: Class 24 contains 5446 members 
Mstep: Class 25 contains 28879 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14153 members 
Mstep: Class 28 contains 8015 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 60362 members 
Entering Unmasked Estep 
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Iteration 125Q: 31 clusters Score -3.59323e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1331 members 
Mstep: Class 4 contains 29602 members 
Mstep: Class 5 contains 8067 members 
Mstep: Class 6 contains 12872 members 
Mstep: Class 7 contains 38006 members 
Mstep: Class 8 contains 225816 members 
Mstep: Class 9 contains 2338 members 
Mstep: Class 10 contains 9271 members 
Mstep: Class 11 contains 9528 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 75843 members 
Mstep: Class 14 contains 2147 members 
Mstep: Class 15 contains 90671 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 29842 members 
Mstep: Class 18 contains 2532 members 
Mstep: Class 19 contains 10172 members 
Mstep: Class 20 contains 10009 members 
Mstep: Class 21 contains 7624 members 
Mstep: Class 22 contains 7441 members 
Mstep: Class 23 contains 2413 members 
Mstep: Class 24 contains 5459 members 
Mstep: Class 25 contains 28751 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14153 members 
Mstep: Class 28 contains 8036 members 
Mstep: Class 29 contains 5750 members 
Mstep: Class 30 contains 60312 members 
Entering Unmasked Estep 
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Iteration 126Q: 31 clusters Score -3.593236e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6424 members 
Mstep: Class 3 contains 1327 members 
Mstep: Class 4 contains 29746 members 
Mstep: Class 5 contains 8067 members 
Mstep: Class 6 contains 12893 members 
Mstep: Class 7 contains 38090 members 
Mstep: Class 8 contains 225460 members 
Mstep: Class 9 contains 2340 members 
Mstep: Class 10 contains 9274 members 
Mstep: Class 11 contains 9529 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 75873 members 
Mstep: Class 14 contains 2150 members 
Mstep: Class 15 contains 90661 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 29835 members 
Mstep: Class 18 contains 2536 members 
Mstep: Class 19 contains 10180 members 
Mstep: Class 20 contains 10081 members 
Mstep: Class 21 contains 7748 members 
Mstep: Class 22 contains 7441 members 
Mstep: Class 23 contains 2412 members 
Mstep: Class 24 contains 5473 members 
Mstep: Class 25 contains 28663 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14149 members 
Mstep: Class 28 contains 8050 members 
Mstep: Class 29 contains 5751 members 
Mstep: Class 30 contains 60262 members 
Entering Unmasked Estep 
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Iteration 127Q: 31 clusters Score -3.593236e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6423 members 
Mstep: Class 3 contains 1325 members 
Mstep: Class 4 contains 29875 members 
Mstep: Class 5 contains 8069 members 
Mstep: Class 6 contains 12909 members 
Mstep: Class 7 contains 38173 members 
Mstep: Class 8 contains 225113 members 
Mstep: Class 9 contains 2344 members 
Mstep: Class 10 contains 9277 members 
Mstep: Class 11 contains 9539 members 
Mstep: Class 12 contains 1733 members 
Mstep: Class 13 contains 75921 members 
Mstep: Class 14 contains 2150 members 
Mstep: Class 15 contains 90646 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 29818 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 10184 members 
Mstep: Class 20 contains 10156 members 
Mstep: Class 21 contains 7858 members 
Mstep: Class 22 contains 7441 members 
Mstep: Class 23 contains 2408 members 
Mstep: Class 24 contains 5486 members 
Mstep: Class 25 contains 28585 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14144 members 
Mstep: Class 28 contains 8065 members 
Mstep: Class 29 contains 5750 members 
Mstep: Class 30 contains 60213 members 
Entering Unmasked Estep 
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Iteration 128Q: 31 clusters Score -3.593248e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 6425 members 
Mstep: Class 3 contains 1319 members 
Mstep: Class 4 contains 29987 members 
Mstep: Class 5 contains 8070 members 
Mstep: Class 6 contains 12933 members 
Mstep: Class 7 contains 38261 members 
Mstep: Class 8 contains 224794 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 9280 members 
Mstep: Class 11 contains 9552 members 
Mstep: Class 12 contains 1734 members 
Mstep: Class 13 contains 75971 members 
Mstep: Class 14 contains 2151 members 
Mstep: Class 15 contains 90642 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 29797 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 10189 members 
Mstep: Class 20 contains 10206 members 
Mstep: Class 21 contains 7947 members 
Mstep: Class 22 contains 7443 members 
Mstep: Class 23 contains 2405 members 
Mstep: Class 24 contains 5493 members 
Mstep: Class 25 contains 28520 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14140 members 
Mstep: Class 28 contains 8074 members 
Mstep: Class 29 contains 5749 members 
Mstep: Class 30 contains 60172 members 
Entering Unmasked Estep 
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Iteration 129Q: 31 clusters Score -3.593238e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6425 members 
Mstep: Class 3 contains 1316 members 
Mstep: Class 4 contains 30086 members 
Mstep: Class 5 contains 8070 members 
Mstep: Class 6 contains 12948 members 
Mstep: Class 7 contains 38358 members 
Mstep: Class 8 contains 224515 members 
Mstep: Class 9 contains 2353 members 
Mstep: Class 10 contains 9281 members 
Mstep: Class 11 contains 9562 members 
Mstep: Class 12 contains 1735 members 
Mstep: Class 13 contains 76009 members 
Mstep: Class 14 contains 2152 members 
Mstep: Class 15 contains 90629 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 29782 members 
Mstep: Class 18 contains 2545 members 
Mstep: Class 19 contains 10191 members 
Mstep: Class 20 contains 10239 members 
Mstep: Class 21 contains 8016 members 
Mstep: Class 22 contains 7444 members 
Mstep: Class 23 contains 2404 members 
Mstep: Class 24 contains 5501 members 
Mstep: Class 25 contains 28478 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14140 members 
Mstep: Class 28 contains 8081 members 
Mstep: Class 29 contains 5749 members 
Mstep: Class 30 contains 60135 members 
Entering Unmasked Estep 
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Iteration 130Q: 31 clusters Score -3.593248e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6424 members 
Mstep: Class 3 contains 1316 members 
Mstep: Class 4 contains 30184 members 
Mstep: Class 5 contains 8073 members 
Mstep: Class 6 contains 12958 members 
Mstep: Class 7 contains 38454 members 
Mstep: Class 8 contains 224239 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 9282 members 
Mstep: Class 11 contains 9577 members 
Mstep: Class 12 contains 1735 members 
Mstep: Class 13 contains 76049 members 
Mstep: Class 14 contains 2153 members 
Mstep: Class 15 contains 90614 members 
Mstep: Class 16 contains 481 members 
Mstep: Class 17 contains 29769 members 
Mstep: Class 18 contains 2548 members 
Mstep: Class 19 contains 10199 members 
Mstep: Class 20 contains 10265 members 
Mstep: Class 21 contains 8074 members 
Mstep: Class 22 contains 7444 members 
Mstep: Class 23 contains 2401 members 
Mstep: Class 24 contains 5508 members 
Mstep: Class 25 contains 28436 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14138 members 
Mstep: Class 28 contains 8088 members 
Mstep: Class 29 contains 5749 members 
Mstep: Class 30 contains 60104 members 
Entering Unmasked Estep 
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Iteration 131Q: 31 clusters Score -3.593252e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6424 members 
Mstep: Class 3 contains 1314 members 
Mstep: Class 4 contains 30289 members 
Mstep: Class 5 contains 8074 members 
Mstep: Class 6 contains 12982 members 
Mstep: Class 7 contains 38547 members 
Mstep: Class 8 contains 223945 members 
Mstep: Class 9 contains 2366 members 
Mstep: Class 10 contains 9285 members 
Mstep: Class 11 contains 9581 members 
Mstep: Class 12 contains 1739 members 
Mstep: Class 13 contains 76076 members 
Mstep: Class 14 contains 2154 members 
Mstep: Class 15 contains 90608 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29764 members 
Mstep: Class 18 contains 2549 members 
Mstep: Class 19 contains 10209 members 
Mstep: Class 20 contains 10304 members 
Mstep: Class 21 contains 8117 members 
Mstep: Class 22 contains 7446 members 
Mstep: Class 23 contains 2398 members 
Mstep: Class 24 contains 5514 members 
Mstep: Class 25 contains 28402 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14137 members 
Mstep: Class 28 contains 8093 members 
Mstep: Class 29 contains 5749 members 
Mstep: Class 30 contains 60079 members 
Entering Unmasked Estep 
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Iteration 132Q: 31 clusters Score -3.593253e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6423 members 
Mstep: Class 3 contains 1311 members 
Mstep: Class 4 contains 30379 members 
Mstep: Class 5 contains 8074 members 
Mstep: Class 6 contains 13004 members 
Mstep: Class 7 contains 38652 members 
Mstep: Class 8 contains 223663 members 
Mstep: Class 9 contains 2370 members 
Mstep: Class 10 contains 9288 members 
Mstep: Class 11 contains 9580 members 
Mstep: Class 12 contains 1739 members 
Mstep: Class 13 contains 76096 members 
Mstep: Class 14 contains 2158 members 
Mstep: Class 15 contains 90606 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29761 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 10212 members 
Mstep: Class 20 contains 10342 members 
Mstep: Class 21 contains 8146 members 
Mstep: Class 22 contains 7446 members 
Mstep: Class 23 contains 2398 members 
Mstep: Class 24 contains 5518 members 
Mstep: Class 25 contains 28382 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14137 members 
Mstep: Class 28 contains 8098 members 
Mstep: Class 29 contains 5748 members 
Mstep: Class 30 contains 60061 members 
Entering Unmasked Estep 
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Iteration 133Q: 31 clusters Score -3.593246e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6425 members 
Mstep: Class 3 contains 1307 members 
Mstep: Class 4 contains 30469 members 
Mstep: Class 5 contains 8071 members 
Mstep: Class 6 contains 13022 members 
Mstep: Class 7 contains 38756 members 
Mstep: Class 8 contains 223387 members 
Mstep: Class 9 contains 2372 members 
Mstep: Class 10 contains 9290 members 
Mstep: Class 11 contains 9584 members 
Mstep: Class 12 contains 1739 members 
Mstep: Class 13 contains 76109 members 
Mstep: Class 14 contains 2164 members 
Mstep: Class 15 contains 90610 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29757 members 
Mstep: Class 18 contains 2555 members 
Mstep: Class 19 contains 10217 members 
Mstep: Class 20 contains 10376 members 
Mstep: Class 21 contains 8162 members 
Mstep: Class 22 contains 7448 members 
Mstep: Class 23 contains 2399 members 
Mstep: Class 24 contains 5521 members 
Mstep: Class 25 contains 28367 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14140 members 
Mstep: Class 28 contains 8101 members 
Mstep: Class 29 contains 5748 members 
Mstep: Class 30 contains 60049 members 
Entering Unmasked Estep 
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Iteration 134Q: 31 clusters Score -3.593252e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6428 members 
Mstep: Class 3 contains 1308 members 
Mstep: Class 4 contains 30558 members 
Mstep: Class 5 contains 8069 members 
Mstep: Class 6 contains 13049 members 
Mstep: Class 7 contains 38848 members 
Mstep: Class 8 contains 223118 members 
Mstep: Class 9 contains 2372 members 
Mstep: Class 10 contains 9297 members 
Mstep: Class 11 contains 9588 members 
Mstep: Class 12 contains 1739 members 
Mstep: Class 13 contains 76135 members 
Mstep: Class 14 contains 2167 members 
Mstep: Class 15 contains 90614 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29743 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 10221 members 
Mstep: Class 20 contains 10408 members 
Mstep: Class 21 contains 8175 members 
Mstep: Class 22 contains 7449 members 
Mstep: Class 23 contains 2399 members 
Mstep: Class 24 contains 5521 members 
Mstep: Class 25 contains 28353 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14146 members 
Mstep: Class 28 contains 8102 members 
Mstep: Class 29 contains 5747 members 
Mstep: Class 30 contains 60035 members 
Entering Unmasked Estep 
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Iteration 135Q: 31 clusters Score -3.593246e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6428 members 
Mstep: Class 3 contains 1306 members 
Mstep: Class 4 contains 30631 members 
Mstep: Class 5 contains 8067 members 
Mstep: Class 6 contains 13063 members 
Mstep: Class 7 contains 38943 members 
Mstep: Class 8 contains 222883 members 
Mstep: Class 9 contains 2371 members 
Mstep: Class 10 contains 9309 members 
Mstep: Class 11 contains 9591 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 76165 members 
Mstep: Class 14 contains 2170 members 
Mstep: Class 15 contains 90614 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29725 members 
Mstep: Class 18 contains 2559 members 
Mstep: Class 19 contains 10220 members 
Mstep: Class 20 contains 10430 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 7449 members 
Mstep: Class 23 contains 2399 members 
Mstep: Class 24 contains 5524 members 
Mstep: Class 25 contains 28346 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14146 members 
Mstep: Class 28 contains 8110 members 
Mstep: Class 29 contains 5748 members 
Mstep: Class 30 contains 60029 members 
Entering Unmasked Estep 
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Iteration 136Q: 31 clusters Score -3.593251e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6428 members 
Mstep: Class 3 contains 1304 members 
Mstep: Class 4 contains 30688 members 
Mstep: Class 5 contains 8062 members 
Mstep: Class 6 contains 13078 members 
Mstep: Class 7 contains 39020 members 
Mstep: Class 8 contains 222676 members 
Mstep: Class 9 contains 2373 members 
Mstep: Class 10 contains 9315 members 
Mstep: Class 11 contains 9595 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 76193 members 
Mstep: Class 14 contains 2171 members 
Mstep: Class 15 contains 90619 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29718 members 
Mstep: Class 18 contains 2558 members 
Mstep: Class 19 contains 10225 members 
Mstep: Class 20 contains 10454 members 
Mstep: Class 21 contains 8190 members 
Mstep: Class 22 contains 7449 members 
Mstep: Class 23 contains 2399 members 
Mstep: Class 24 contains 5528 members 
Mstep: Class 25 contains 28338 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14141 members 
Mstep: Class 28 contains 8117 members 
Mstep: Class 29 contains 5747 members 
Mstep: Class 30 contains 60021 members 
Entering Unmasked Estep 
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Iteration 137Q: 31 clusters Score -3.593253e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6428 members 
Mstep: Class 3 contains 1302 members 
Mstep: Class 4 contains 30733 members 
Mstep: Class 5 contains 8060 members 
Mstep: Class 6 contains 13091 members 
Mstep: Class 7 contains 39096 members 
Mstep: Class 8 contains 222477 members 
Mstep: Class 9 contains 2373 members 
Mstep: Class 10 contains 9317 members 
Mstep: Class 11 contains 9602 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 76216 members 
Mstep: Class 14 contains 2172 members 
Mstep: Class 15 contains 90621 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29719 members 
Mstep: Class 18 contains 2557 members 
Mstep: Class 19 contains 10230 members 
Mstep: Class 20 contains 10484 members 
Mstep: Class 21 contains 8202 members 
Mstep: Class 22 contains 7450 members 
Mstep: Class 23 contains 2398 members 
Mstep: Class 24 contains 5531 members 
Mstep: Class 25 contains 28329 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14141 members 
Mstep: Class 28 contains 8120 members 
Mstep: Class 29 contains 5747 members 
Mstep: Class 30 contains 60011 members 
Entering Unmasked Estep 
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Iteration 138Q: 31 clusters Score -3.593256e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1302 members 
Mstep: Class 4 contains 30763 members 
Mstep: Class 5 contains 8057 members 
Mstep: Class 6 contains 13099 members 
Mstep: Class 7 contains 39173 members 
Mstep: Class 8 contains 222313 members 
Mstep: Class 9 contains 2375 members 
Mstep: Class 10 contains 9324 members 
Mstep: Class 11 contains 9613 members 
Mstep: Class 12 contains 1740 members 
Mstep: Class 13 contains 76242 members 
Mstep: Class 14 contains 2170 members 
Mstep: Class 15 contains 90625 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29703 members 
Mstep: Class 18 contains 2558 members 
Mstep: Class 19 contains 10231 members 
Mstep: Class 20 contains 10501 members 
Mstep: Class 21 contains 8209 members 
Mstep: Class 22 contains 7451 members 
Mstep: Class 23 contains 2397 members 
Mstep: Class 24 contains 5533 members 
Mstep: Class 25 contains 28321 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14139 members 
Mstep: Class 28 contains 8126 members 
Mstep: Class 29 contains 5746 members 
Mstep: Class 30 contains 60004 members 
Entering Unmasked Estep 
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Iteration 139Q: 31 clusters Score -3.593252e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1302 members 
Mstep: Class 4 contains 30793 members 
Mstep: Class 5 contains 8055 members 
Mstep: Class 6 contains 13103 members 
Mstep: Class 7 contains 39238 members 
Mstep: Class 8 contains 222180 members 
Mstep: Class 9 contains 2377 members 
Mstep: Class 10 contains 9333 members 
Mstep: Class 11 contains 9619 members 
Mstep: Class 12 contains 1743 members 
Mstep: Class 13 contains 76256 members 
Mstep: Class 14 contains 2168 members 
Mstep: Class 15 contains 90622 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29691 members 
Mstep: Class 18 contains 2560 members 
Mstep: Class 19 contains 10232 members 
Mstep: Class 20 contains 10515 members 
Mstep: Class 21 contains 8220 members 
Mstep: Class 22 contains 7453 members 
Mstep: Class 23 contains 2396 members 
Mstep: Class 24 contains 5537 members 
Mstep: Class 25 contains 28313 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14138 members 
Mstep: Class 28 contains 8132 members 
Mstep: Class 29 contains 5744 members 
Mstep: Class 30 contains 59995 members 
Entering Unmasked Estep 
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Iteration 140F: 31 clusters Score -3.593258e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1302 members 
Mstep: Class 4 contains 30827 members 
Mstep: Class 5 contains 8053 members 
Mstep: Class 6 contains 13113 members 
Mstep: Class 7 contains 39297 members 
Mstep: Class 8 contains 222043 members 
Mstep: Class 9 contains 2375 members 
Mstep: Class 10 contains 9342 members 
Mstep: Class 11 contains 9627 members 
Mstep: Class 12 contains 1748 members 
Mstep: Class 13 contains 76271 members 
Mstep: Class 14 contains 2167 members 
Mstep: Class 15 contains 90625 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29678 members 
Mstep: Class 18 contains 2561 members 
Mstep: Class 19 contains 10230 members 
Mstep: Class 20 contains 10531 members 
Mstep: Class 21 contains 8235 members 
Mstep: Class 22 contains 7455 members 
Mstep: Class 23 contains 2395 members 
Mstep: Class 24 contains 5538 members 
Mstep: Class 25 contains 28301 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14135 members 
Mstep: Class 28 contains 8138 members 
Mstep: Class 29 contains 5742 members 
Mstep: Class 30 contains 59986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932516.000000 Penalty: 65686.531250
Iteration 141Q: 31 clusters Score -3.593252e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1302 members 
Mstep: Class 4 contains 30864 members 
Mstep: Class 5 contains 8051 members 
Mstep: Class 6 contains 13126 members 
Mstep: Class 7 contains 39344 members 
Mstep: Class 8 contains 221908 members 
Mstep: Class 9 contains 2377 members 
Mstep: Class 10 contains 9349 members 
Mstep: Class 11 contains 9639 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 76284 members 
Mstep: Class 14 contains 2164 members 
Mstep: Class 15 contains 90632 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29664 members 
Mstep: Class 18 contains 2561 members 
Mstep: Class 19 contains 10229 members 
Mstep: Class 20 contains 10545 members 
Mstep: Class 21 contains 8259 members 
Mstep: Class 22 contains 7455 members 
Mstep: Class 23 contains 2392 members 
Mstep: Class 24 contains 5538 members 
Mstep: Class 25 contains 28280 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14135 members 
Mstep: Class 28 contains 8143 members 
Mstep: Class 29 contains 5742 members 
Mstep: Class 30 contains 59978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932584.000000 Penalty: 65686.531250
Iteration 142Q: 31 clusters Score -3.593258e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1302 members 
Mstep: Class 4 contains 30900 members 
Mstep: Class 5 contains 8049 members 
Mstep: Class 6 contains 13125 members 
Mstep: Class 7 contains 39384 members 
Mstep: Class 8 contains 221786 members 
Mstep: Class 9 contains 2376 members 
Mstep: Class 10 contains 9356 members 
Mstep: Class 11 contains 9648 members 
Mstep: Class 12 contains 1761 members 
Mstep: Class 13 contains 76302 members 
Mstep: Class 14 contains 2161 members 
Mstep: Class 15 contains 90635 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29656 members 
Mstep: Class 18 contains 2561 members 
Mstep: Class 19 contains 10229 members 
Mstep: Class 20 contains 10565 members 
Mstep: Class 21 contains 8286 members 
Mstep: Class 22 contains 7456 members 
Mstep: Class 23 contains 2388 members 
Mstep: Class 24 contains 5541 members 
Mstep: Class 25 contains 28260 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14134 members 
Mstep: Class 28 contains 8147 members 
Mstep: Class 29 contains 5741 members 
Mstep: Class 30 contains 59966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932628.000000 Penalty: 65686.531250
Iteration 143Q: 31 clusters Score -3.593263e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1302 members 
Mstep: Class 4 contains 30932 members 
Mstep: Class 5 contains 8049 members 
Mstep: Class 6 contains 13130 members 
Mstep: Class 7 contains 39418 members 
Mstep: Class 8 contains 221678 members 
Mstep: Class 9 contains 2376 members 
Mstep: Class 10 contains 9365 members 
Mstep: Class 11 contains 9660 members 
Mstep: Class 12 contains 1768 members 
Mstep: Class 13 contains 76319 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90634 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29643 members 
Mstep: Class 18 contains 2563 members 
Mstep: Class 19 contains 10228 members 
Mstep: Class 20 contains 10583 members 
Mstep: Class 21 contains 8316 members 
Mstep: Class 22 contains 7457 members 
Mstep: Class 23 contains 2383 members 
Mstep: Class 24 contains 5545 members 
Mstep: Class 25 contains 28239 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14128 members 
Mstep: Class 28 contains 8149 members 
Mstep: Class 29 contains 5740 members 
Mstep: Class 30 contains 59953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932588.000000 Penalty: 65686.531250
Iteration 144Q: 31 clusters Score -3.593259e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1302 members 
Mstep: Class 4 contains 30960 members 
Mstep: Class 5 contains 8045 members 
Mstep: Class 6 contains 13137 members 
Mstep: Class 7 contains 39461 members 
Mstep: Class 8 contains 221572 members 
Mstep: Class 9 contains 2377 members 
Mstep: Class 10 contains 9374 members 
Mstep: Class 11 contains 9671 members 
Mstep: Class 12 contains 1777 members 
Mstep: Class 13 contains 76332 members 
Mstep: Class 14 contains 2152 members 
Mstep: Class 15 contains 90630 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29628 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 10228 members 
Mstep: Class 20 contains 10601 members 
Mstep: Class 21 contains 8332 members 
Mstep: Class 22 contains 7458 members 
Mstep: Class 23 contains 2376 members 
Mstep: Class 24 contains 5547 members 
Mstep: Class 25 contains 28228 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14128 members 
Mstep: Class 28 contains 8151 members 
Mstep: Class 29 contains 5740 members 
Mstep: Class 30 contains 59944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932612.000000 Penalty: 65686.531250
Iteration 145Q: 31 clusters Score -3.593261e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1302 members 
Mstep: Class 4 contains 30987 members 
Mstep: Class 5 contains 8045 members 
Mstep: Class 6 contains 13146 members 
Mstep: Class 7 contains 39504 members 
Mstep: Class 8 contains 221467 members 
Mstep: Class 9 contains 2381 members 
Mstep: Class 10 contains 9374 members 
Mstep: Class 11 contains 9680 members 
Mstep: Class 12 contains 1782 members 
Mstep: Class 13 contains 76339 members 
Mstep: Class 14 contains 2149 members 
Mstep: Class 15 contains 90627 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29622 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 10227 members 
Mstep: Class 20 contains 10620 members 
Mstep: Class 21 contains 8348 members 
Mstep: Class 22 contains 7458 members 
Mstep: Class 23 contains 2372 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 28220 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14126 members 
Mstep: Class 28 contains 8151 members 
Mstep: Class 29 contains 5740 members 
Mstep: Class 30 contains 59934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932692.000000 Penalty: 65686.531250
Iteration 146Q: 31 clusters Score -3.593269e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1301 members 
Mstep: Class 4 contains 31024 members 
Mstep: Class 5 contains 8044 members 
Mstep: Class 6 contains 13153 members 
Mstep: Class 7 contains 39547 members 
Mstep: Class 8 contains 221336 members 
Mstep: Class 9 contains 2382 members 
Mstep: Class 10 contains 9383 members 
Mstep: Class 11 contains 9688 members 
Mstep: Class 12 contains 1787 members 
Mstep: Class 13 contains 76355 members 
Mstep: Class 14 contains 2147 members 
Mstep: Class 15 contains 90631 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29607 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 10227 members 
Mstep: Class 20 contains 10639 members 
Mstep: Class 21 contains 8354 members 
Mstep: Class 22 contains 7459 members 
Mstep: Class 23 contains 2369 members 
Mstep: Class 24 contains 5547 members 
Mstep: Class 25 contains 28214 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14123 members 
Mstep: Class 28 contains 8159 members 
Mstep: Class 29 contains 5740 members 
Mstep: Class 30 contains 59930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932688.000000 Penalty: 65686.531250
Iteration 147Q: 31 clusters Score -3.593269e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1298 members 
Mstep: Class 4 contains 31055 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13156 members 
Mstep: Class 7 contains 39587 members 
Mstep: Class 8 contains 221219 members 
Mstep: Class 9 contains 2381 members 
Mstep: Class 10 contains 9390 members 
Mstep: Class 11 contains 9693 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 76366 members 
Mstep: Class 14 contains 2149 members 
Mstep: Class 15 contains 90636 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29600 members 
Mstep: Class 18 contains 2573 members 
Mstep: Class 19 contains 10228 members 
Mstep: Class 20 contains 10661 members 
Mstep: Class 21 contains 8360 members 
Mstep: Class 22 contains 7460 members 
Mstep: Class 23 contains 2365 members 
Mstep: Class 24 contains 5549 members 
Mstep: Class 25 contains 28210 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14122 members 
Mstep: Class 28 contains 8160 members 
Mstep: Class 29 contains 5740 members 
Mstep: Class 30 contains 59924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932612.000000 Penalty: 65686.531250
Iteration 148Q: 31 clusters Score -3.593261e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1297 members 
Mstep: Class 4 contains 31074 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13163 members 
Mstep: Class 7 contains 39638 members 
Mstep: Class 8 contains 221098 members 
Mstep: Class 9 contains 2384 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 9702 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 76373 members 
Mstep: Class 14 contains 2150 members 
Mstep: Class 15 contains 90641 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29592 members 
Mstep: Class 18 contains 2573 members 
Mstep: Class 19 contains 10229 members 
Mstep: Class 20 contains 10686 members 
Mstep: Class 21 contains 8364 members 
Mstep: Class 22 contains 7460 members 
Mstep: Class 23 contains 2356 members 
Mstep: Class 24 contains 5552 members 
Mstep: Class 25 contains 28208 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14121 members 
Mstep: Class 28 contains 8160 members 
Mstep: Class 29 contains 5739 members 
Mstep: Class 30 contains 59920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932664.000000 Penalty: 65686.531250
Iteration 149Q: 31 clusters Score -3.593266e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1295 members 
Mstep: Class 4 contains 31110 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13169 members 
Mstep: Class 7 contains 39680 members 
Mstep: Class 8 contains 220974 members 
Mstep: Class 9 contains 2385 members 
Mstep: Class 10 contains 9404 members 
Mstep: Class 11 contains 9710 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 76389 members 
Mstep: Class 14 contains 2153 members 
Mstep: Class 15 contains 90643 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29577 members 
Mstep: Class 18 contains 2574 members 
Mstep: Class 19 contains 10230 members 
Mstep: Class 20 contains 10702 members 
Mstep: Class 21 contains 8367 members 
Mstep: Class 22 contains 7460 members 
Mstep: Class 23 contains 2349 members 
Mstep: Class 24 contains 5554 members 
Mstep: Class 25 contains 28203 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14120 members 
Mstep: Class 28 contains 8161 members 
Mstep: Class 29 contains 5739 members 
Mstep: Class 30 contains 59919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932620.000000 Penalty: 65686.531250
Iteration 150Q: 31 clusters Score -3.593262e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1294 members 
Mstep: Class 4 contains 31135 members 
Mstep: Class 5 contains 8042 members 
Mstep: Class 6 contains 13172 members 
Mstep: Class 7 contains 39704 members 
Mstep: Class 8 contains 220880 members 
Mstep: Class 9 contains 2385 members 
Mstep: Class 10 contains 9409 members 
Mstep: Class 11 contains 9720 members 
Mstep: Class 12 contains 1812 members 
Mstep: Class 13 contains 76406 members 
Mstep: Class 14 contains 2152 members 
Mstep: Class 15 contains 90642 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29564 members 
Mstep: Class 18 contains 2574 members 
Mstep: Class 19 contains 10231 members 
Mstep: Class 20 contains 10720 members 
Mstep: Class 21 contains 8369 members 
Mstep: Class 22 contains 7460 members 
Mstep: Class 23 contains 2347 members 
Mstep: Class 24 contains 5554 members 
Mstep: Class 25 contains 28202 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14119 members 
Mstep: Class 28 contains 8162 members 
Mstep: Class 29 contains 5739 members 
Mstep: Class 30 contains 59917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932620.000000 Penalty: 65686.531250
Iteration 151Q: 31 clusters Score -3.593262e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1292 members 
Mstep: Class 4 contains 31167 members 
Mstep: Class 5 contains 8043 members 
Mstep: Class 6 contains 13171 members 
Mstep: Class 7 contains 39730 members 
Mstep: Class 8 contains 220785 members 
Mstep: Class 9 contains 2388 members 
Mstep: Class 10 contains 9410 members 
Mstep: Class 11 contains 9725 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 76421 members 
Mstep: Class 14 contains 2154 members 
Mstep: Class 15 contains 90640 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29558 members 
Mstep: Class 18 contains 2574 members 
Mstep: Class 19 contains 10235 members 
Mstep: Class 20 contains 10735 members 
Mstep: Class 21 contains 8371 members 
Mstep: Class 22 contains 7460 members 
Mstep: Class 23 contains 2343 members 
Mstep: Class 24 contains 5554 members 
Mstep: Class 25 contains 28203 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14123 members 
Mstep: Class 28 contains 8163 members 
Mstep: Class 29 contains 5739 members 
Mstep: Class 30 contains 59910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932636.000000 Penalty: 65686.531250
Iteration 152Q: 31 clusters Score -3.593264e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1292 members 
Mstep: Class 4 contains 31192 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13172 members 
Mstep: Class 7 contains 39757 members 
Mstep: Class 8 contains 220700 members 
Mstep: Class 9 contains 2391 members 
Mstep: Class 10 contains 9411 members 
Mstep: Class 11 contains 9727 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 76437 members 
Mstep: Class 14 contains 2156 members 
Mstep: Class 15 contains 90643 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29554 members 
Mstep: Class 18 contains 2575 members 
Mstep: Class 19 contains 10242 members 
Mstep: Class 20 contains 10746 members 
Mstep: Class 21 contains 8373 members 
Mstep: Class 22 contains 7460 members 
Mstep: Class 23 contains 2341 members 
Mstep: Class 24 contains 5555 members 
Mstep: Class 25 contains 28200 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14124 members 
Mstep: Class 28 contains 8162 members 
Mstep: Class 29 contains 5739 members 
Mstep: Class 30 contains 59905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932600.000000 Penalty: 65686.531250
Iteration 153Q: 31 clusters Score -3.59326e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1292 members 
Mstep: Class 4 contains 31222 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13172 members 
Mstep: Class 7 contains 39784 members 
Mstep: Class 8 contains 220619 members 
Mstep: Class 9 contains 2395 members 
Mstep: Class 10 contains 9415 members 
Mstep: Class 11 contains 9730 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 76450 members 
Mstep: Class 14 contains 2156 members 
Mstep: Class 15 contains 90647 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29552 members 
Mstep: Class 18 contains 2574 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10750 members 
Mstep: Class 21 contains 8374 members 
Mstep: Class 22 contains 7460 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 5554 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14123 members 
Mstep: Class 28 contains 8163 members 
Mstep: Class 29 contains 5740 members 
Mstep: Class 30 contains 59899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932568.000000 Penalty: 65686.531250
Iteration 154Q: 31 clusters Score -3.593257e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1292 members 
Mstep: Class 4 contains 31254 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13176 members 
Mstep: Class 7 contains 39804 members 
Mstep: Class 8 contains 220540 members 
Mstep: Class 9 contains 2396 members 
Mstep: Class 10 contains 9414 members 
Mstep: Class 11 contains 9735 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 76462 members 
Mstep: Class 14 contains 2156 members 
Mstep: Class 15 contains 90651 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29549 members 
Mstep: Class 18 contains 2574 members 
Mstep: Class 19 contains 10249 members 
Mstep: Class 20 contains 10750 members 
Mstep: Class 21 contains 8374 members 
Mstep: Class 22 contains 7460 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 5555 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14126 members 
Mstep: Class 28 contains 8163 members 
Mstep: Class 29 contains 5740 members 
Mstep: Class 30 contains 59897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932584.000000 Penalty: 65686.531250
Iteration 155Q: 31 clusters Score -3.593258e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1292 members 
Mstep: Class 4 contains 31297 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13177 members 
Mstep: Class 7 contains 39834 members 
Mstep: Class 8 contains 220454 members 
Mstep: Class 9 contains 2396 members 
Mstep: Class 10 contains 9417 members 
Mstep: Class 11 contains 9740 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 76472 members 
Mstep: Class 14 contains 2156 members 
Mstep: Class 15 contains 90651 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29543 members 
Mstep: Class 18 contains 2574 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 20 contains 10742 members 
Mstep: Class 21 contains 8374 members 
Mstep: Class 22 contains 7460 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 5557 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14130 members 
Mstep: Class 28 contains 8166 members 
Mstep: Class 29 contains 5740 members 
Mstep: Class 30 contains 59897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932608.000000 Penalty: 65686.531250
Iteration 156Q: 31 clusters Score -3.593261e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1292 members 
Mstep: Class 4 contains 31323 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13180 members 
Mstep: Class 7 contains 39861 members 
Mstep: Class 8 contains 220372 members 
Mstep: Class 9 contains 2397 members 
Mstep: Class 10 contains 9417 members 
Mstep: Class 11 contains 9744 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76483 members 
Mstep: Class 14 contains 2156 members 
Mstep: Class 15 contains 90652 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29542 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10743 members 
Mstep: Class 21 contains 8374 members 
Mstep: Class 22 contains 7460 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14133 members 
Mstep: Class 28 contains 8168 members 
Mstep: Class 29 contains 5740 members 
Mstep: Class 30 contains 59897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932628.000000 Penalty: 65686.531250
Iteration 157Q: 31 clusters Score -3.593263e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1293 members 
Mstep: Class 4 contains 31342 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13188 members 
Mstep: Class 7 contains 39899 members 
Mstep: Class 8 contains 220285 members 
Mstep: Class 9 contains 2397 members 
Mstep: Class 10 contains 9418 members 
Mstep: Class 11 contains 9747 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76491 members 
Mstep: Class 14 contains 2156 members 
Mstep: Class 15 contains 90655 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29542 members 
Mstep: Class 18 contains 2575 members 
Mstep: Class 19 contains 10244 members 
Mstep: Class 20 contains 10750 members 
Mstep: Class 21 contains 8375 members 
Mstep: Class 22 contains 7460 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14133 members 
Mstep: Class 28 contains 8170 members 
Mstep: Class 29 contains 5740 members 
Mstep: Class 30 contains 59897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932692.000000 Penalty: 65686.531250
Iteration 158Q: 31 clusters Score -3.593269e+07 nChanged 140
Entering ConstructFrom: 
Score: -35932692.000000 Penalty: 65686.531250
Entering ConstructFrom: 
Trying to split cluster 1 (3206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Entering Unmasked Estep 
Score: -163935.062500 Penalty: 1311.826660
	Iteration 0F: 2 clusters Score -163935.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -161062.312500 Penalty: 2623.653320
	Iteration 0F: 3 clusters Score -161062.3 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -161743.343750 Penalty: 2623.653320
	Iteration 1F: 3 clusters Score -161743.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -161870.781250 Penalty: 2623.653320
	Iteration 2F: 3 clusters Score -161870.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -161942.234375 Penalty: 2623.653320
	Iteration 3Q: 3 clusters Score -161942.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -162014.187500 Penalty: 2623.653320
	Iteration 4Q: 3 clusters Score -162014.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -162085.890625 Penalty: 2623.653320
	Iteration 5Q: 3 clusters Score -162085.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -162153.953125 Penalty: 2623.653320
	Iteration 6Q: 3 clusters Score -162154 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -162232.968750 Penalty: 2623.653320
	Iteration 7Q: 3 clusters Score -162233 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -162307.562500 Penalty: 2623.653320
	Iteration 8Q: 3 clusters Score -162307.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -162404.109375 Penalty: 2623.653320
	Iteration 9Q: 3 clusters Score -162404.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -162508.375000 Penalty: 2623.653320
	Iteration 10Q: 3 clusters Score -162508.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -162618.218750 Penalty: 2623.653320
	Iteration 11Q: 3 clusters Score -162618.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -162727.453125 Penalty: 2623.653320
	Iteration 12Q: 3 clusters Score -162727.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -162825.781250 Penalty: 2623.653320
	Iteration 13Q: 3 clusters Score -162825.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -162907.625000 Penalty: 2623.653320
	Iteration 14Q: 3 clusters Score -162907.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -162969.468750 Penalty: 2623.653320
	Iteration 15Q: 3 clusters Score -162969.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -163009.421875 Penalty: 2623.653320
	Iteration 16Q: 3 clusters Score -163009.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -163034.875000 Penalty: 2623.653320
	Iteration 17Q: 3 clusters Score -163034.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -163051.125000 Penalty: 2623.653320
	Iteration 18Q: 3 clusters Score -163051.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -163060.656250 Penalty: 2623.653320
	Iteration 19Q: 3 clusters Score -163060.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -163067.234375 Penalty: 2623.653320
	Iteration 20F: 3 clusters Score -163067.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -163073.343750 Penalty: 2623.653320
	Iteration 21Q: 3 clusters Score -163073.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -163077.796875 Penalty: 2623.653320
	Iteration 22Q: 3 clusters Score -163077.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -163082.343750 Penalty: 2623.653320
	Iteration 23Q: 3 clusters Score -163082.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -163084.718750 Penalty: 2623.653320
	Iteration 24Q: 3 clusters Score -163084.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -163086.250000 Penalty: 2623.653320
	Iteration 25Q: 3 clusters Score -163086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -163086.250000 Penalty: 2623.653320
	Iteration 26Q: 3 clusters Score -163086.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -163086.250000 Penalty: 2623.653320
	Iteration 27F: 3 clusters Score -163086.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Entering Unmasked Estep 
Score: -337800.281250 Penalty: 1424.918701
	Iteration 0F: 2 clusters Score -337800.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -332931.375000 Penalty: 2849.837402
	Iteration 0F: 3 clusters Score -332931.4 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -334353.625000 Penalty: 2849.837402
	Iteration 1F: 3 clusters Score -334353.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -334574.093750 Penalty: 2849.837402
	Iteration 2F: 3 clusters Score -334574.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -334738.125000 Penalty: 2849.837402
	Iteration 3F: 3 clusters Score -334738.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -334884.625000 Penalty: 2849.837402
	Iteration 4Q: 3 clusters Score -334884.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -335021.093750 Penalty: 2849.837402
	Iteration 5Q: 3 clusters Score -335021.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -335148.750000 Penalty: 2849.837402
	Iteration 6Q: 3 clusters Score -335148.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -335272.187500 Penalty: 2849.837402
	Iteration 7Q: 3 clusters Score -335272.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -335423.437500 Penalty: 2849.837402
	Iteration 8Q: 3 clusters Score -335423.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -335581.000000 Penalty: 2849.837402
	Iteration 9Q: 3 clusters Score -335581 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -335732.781250 Penalty: 2849.837402
	Iteration 10Q: 3 clusters Score -335732.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -335882.062500 Penalty: 2849.837402
	Iteration 11Q: 3 clusters Score -335882.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -336029.156250 Penalty: 2849.837402
	Iteration 12Q: 3 clusters Score -336029.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -336139.687500 Penalty: 2849.837402
	Iteration 13Q: 3 clusters Score -336139.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -336232.812500 Penalty: 2849.837402
	Iteration 14Q: 3 clusters Score -336232.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -336307.843750 Penalty: 2849.837402
	Iteration 15Q: 3 clusters Score -336307.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -336367.125000 Penalty: 2849.837402
	Iteration 16Q: 3 clusters Score -336367.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -336416.656250 Penalty: 2849.837402
	Iteration 17Q: 3 clusters Score -336416.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -336450.687500 Penalty: 2849.837402
	Iteration 18Q: 3 clusters Score -336450.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -336475.625000 Penalty: 2849.837402
	Iteration 19Q: 3 clusters Score -336475.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -336492.843750 Penalty: 2849.837402
	Iteration 20F: 3 clusters Score -336492.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -336504.312500 Penalty: 2849.837402
	Iteration 21Q: 3 clusters Score -336504.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -336520.375000 Penalty: 2849.837402
	Iteration 22Q: 3 clusters Score -336520.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -336534.093750 Penalty: 2849.837402
	Iteration 23Q: 3 clusters Score -336534.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -336548.406250 Penalty: 2849.837402
	Iteration 24Q: 3 clusters Score -336548.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -336556.250000 Penalty: 2849.837402
	Iteration 25Q: 3 clusters Score -336556.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -336564.843750 Penalty: 2849.837402
	Iteration 26Q: 3 clusters Score -336564.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -336572.125000 Penalty: 2849.837402
	Iteration 27Q: 3 clusters Score -336572.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -336577.625000 Penalty: 2849.837402
	Iteration 28Q: 3 clusters Score -336577.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -336579.906250 Penalty: 2849.837402
	Iteration 29Q: 3 clusters Score -336579.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -336581.093750 Penalty: 2849.837402
	Iteration 30Q: 3 clusters Score -336581.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -336581.375000 Penalty: 2849.837402
	Iteration 31Q: 3 clusters Score -336581.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -336581.375000 Penalty: 2849.837402
	Iteration 32F: 3 clusters Score -336581.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Entering Unmasked Estep 
Score: -54910.804688 Penalty: 1164.392700
	Iteration 0F: 2 clusters Score -54910.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -53280.199219 Penalty: 2328.785400
	Iteration 0F: 3 clusters Score -53280.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -53655.167969 Penalty: 2328.785400
	Iteration 1F: 3 clusters Score -53655.17 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -53764.179688 Penalty: 2328.785400
	Iteration 2F: 3 clusters Score -53764.18 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -53812.859375 Penalty: 2328.785400
	Iteration 3Q: 3 clusters Score -53812.86 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -53854.105469 Penalty: 2328.785400
	Iteration 4Q: 3 clusters Score -53854.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -53912.343750 Penalty: 2328.785400
	Iteration 5Q: 3 clusters Score -53912.34 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -54002.511719 Penalty: 2328.785400
	Iteration 6Q: 3 clusters Score -54002.51 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -54066.710938 Penalty: 2328.785400
	Iteration 7Q: 3 clusters Score -54066.71 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -54128.781250 Penalty: 2328.785400
	Iteration 8Q: 3 clusters Score -54128.78 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -54175.367188 Penalty: 2328.785400
	Iteration 9Q: 3 clusters Score -54175.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -54198.453125 Penalty: 2328.785400
	Iteration 10Q: 3 clusters Score -54198.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -54230.855469 Penalty: 2328.785400
	Iteration 11Q: 3 clusters Score -54230.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -54263.007812 Penalty: 2328.785400
	Iteration 12Q: 3 clusters Score -54263.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -54299.480469 Penalty: 2328.785400
	Iteration 13Q: 3 clusters Score -54299.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -54331.441406 Penalty: 2328.785400
	Iteration 14Q: 3 clusters Score -54331.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -54361.433594 Penalty: 2328.785400
	Iteration 15Q: 3 clusters Score -54361.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -54386.515625 Penalty: 2328.785400
	Iteration 16Q: 3 clusters Score -54386.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -54397.585938 Penalty: 2328.785400
	Iteration 17Q: 3 clusters Score -54397.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -54406.437500 Penalty: 2328.785400
	Iteration 18Q: 3 clusters Score -54406.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -54411.406250 Penalty: 2328.785400
	Iteration 19Q: 3 clusters Score -54411.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -54413.812500 Penalty: 2328.785400
	Iteration 20F: 3 clusters Score -54413.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -54415.937500 Penalty: 2328.785400
	Iteration 21Q: 3 clusters Score -54415.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -54417.902344 Penalty: 2328.785400
	Iteration 22Q: 3 clusters Score -54417.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -54418.519531 Penalty: 2328.785400
	Iteration 23Q: 3 clusters Score -54418.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -54418.519531 Penalty: 2328.785400
	Iteration 24F: 3 clusters Score -54418.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Entering Unmasked Estep 
Score: -1721616.500000 Penalty: 1682.492310
	Iteration 0F: 2 clusters Score -1721616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -1700447.375000 Penalty: 3364.984619
	Iteration 0F: 3 clusters Score -1700447 nChanged 14474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -1708465.875000 Penalty: 3364.984619
	Iteration 1F: 3 clusters Score -1708466 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -1708891.125000 Penalty: 3364.984619
	Iteration 2Q: 3 clusters Score -1708891 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -1709296.375000 Penalty: 3364.984619
	Iteration 3Q: 3 clusters Score -1709296 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -1709794.875000 Penalty: 3364.984619
	Iteration 4Q: 3 clusters Score -1709795 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -1710438.750000 Penalty: 3364.984619
	Iteration 5Q: 3 clusters Score -1710439 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -1711255.000000 Penalty: 3364.984619
	Iteration 6F: 3 clusters Score -1711255 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -1712378.375000 Penalty: 3364.984619
	Iteration 7F: 3 clusters Score -1712378 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -1713789.500000 Penalty: 3364.984619
	Iteration 8F: 3 clusters Score -1713790 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -1715346.250000 Penalty: 3364.984619
	Iteration 9F: 3 clusters Score -1715346 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -1716707.250000 Penalty: 3364.984619
	Iteration 10F: 3 clusters Score -1716707 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -1717675.875000 Penalty: 3364.984619
	Iteration 11Q: 3 clusters Score -1717676 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -1718380.000000 Penalty: 3364.984619
	Iteration 12Q: 3 clusters Score -1718380 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -1718831.250000 Penalty: 3364.984619
	Iteration 13Q: 3 clusters Score -1718831 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -1719151.500000 Penalty: 3364.984619
	Iteration 14Q: 3 clusters Score -1719152 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -1719407.500000 Penalty: 3364.984619
	Iteration 15Q: 3 clusters Score -1719408 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -1719605.875000 Penalty: 3364.984619
	Iteration 16Q: 3 clusters Score -1719606 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -1719742.375000 Penalty: 3364.984619
	Iteration 17Q: 3 clusters Score -1719742 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -1719843.125000 Penalty: 3364.984619
	Iteration 18Q: 3 clusters Score -1719843 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -1719930.625000 Penalty: 3364.984619
	Iteration 19Q: 3 clusters Score -1719931 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -1720010.125000 Penalty: 3364.984619
	Iteration 20F: 3 clusters Score -1720010 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -1720066.875000 Penalty: 3364.984619
	Iteration 21Q: 3 clusters Score -1720067 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -1720110.375000 Penalty: 3364.984619
	Iteration 22Q: 3 clusters Score -1720110 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -1720137.625000 Penalty: 3364.984619
	Iteration 23Q: 3 clusters Score -1720138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -1720153.125000 Penalty: 3364.984619
	Iteration 24Q: 3 clusters Score -1720153 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -1720162.875000 Penalty: 3364.984619
	Iteration 25Q: 3 clusters Score -1720163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -1720174.875000 Penalty: 3364.984619
	Iteration 26Q: 3 clusters Score -1720175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -1720179.250000 Penalty: 3364.984619
	Iteration 27Q: 3 clusters Score -1720179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -1720181.875000 Penalty: 3364.984619
	Iteration 28Q: 3 clusters Score -1720182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -1720183.500000 Penalty: 3364.984619
	Iteration 29Q: 3 clusters Score -1720184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -1720187.000000 Penalty: 3364.984619
	Iteration 30Q: 3 clusters Score -1720187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -1720186.625000 Penalty: 3364.984619
	Iteration 31Q: 3 clusters Score -1720187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -1720192.750000 Penalty: 3364.984619
	Iteration 32Q: 3 clusters Score -1720193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -1720197.625000 Penalty: 3364.984619
	Iteration 33Q: 3 clusters Score -1720198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -1720202.875000 Penalty: 3364.984619
	Iteration 34Q: 3 clusters Score -1720203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -1720205.625000 Penalty: 3364.984619
	Iteration 35Q: 3 clusters Score -1720206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -1720205.875000 Penalty: 3364.984619
	Iteration 36Q: 3 clusters Score -1720206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -1720205.875000 Penalty: 3364.984619
	Iteration 37F: 3 clusters Score -1720206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Entering Unmasked Estep 
Score: -404156.531250 Penalty: 1461.229980
	Iteration 0F: 2 clusters Score -404156.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -398287.531250 Penalty: 2922.459961
	Iteration 0F: 3 clusters Score -398287.5 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -400187.500000 Penalty: 2922.459961
	Iteration 1F: 3 clusters Score -400187.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -400562.312500 Penalty: 2922.459961
	Iteration 2F: 3 clusters Score -400562.3 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -400943.687500 Penalty: 2922.459961
	Iteration 3F: 3 clusters Score -400943.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -401257.875000 Penalty: 2922.459961
	Iteration 4F: 3 clusters Score -401257.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -401548.062500 Penalty: 2922.459961
	Iteration 5F: 3 clusters Score -401548.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -401874.656250 Penalty: 2922.459961
	Iteration 6F: 3 clusters Score -401874.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -402189.093750 Penalty: 2922.459961
	Iteration 7F: 3 clusters Score -402189.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -402505.593750 Penalty: 2922.459961
	Iteration 8F: 3 clusters Score -402505.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -402786.625000 Penalty: 2922.459961
	Iteration 9Q: 3 clusters Score -402786.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -403012.125000 Penalty: 2922.459961
	Iteration 10Q: 3 clusters Score -403012.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -403172.656250 Penalty: 2922.459961
	Iteration 11Q: 3 clusters Score -403172.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -403285.875000 Penalty: 2922.459961
	Iteration 12Q: 3 clusters Score -403285.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -403363.781250 Penalty: 2922.459961
	Iteration 13Q: 3 clusters Score -403363.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -403410.062500 Penalty: 2922.459961
	Iteration 14Q: 3 clusters Score -403410.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -403447.593750 Penalty: 2922.459961
	Iteration 15Q: 3 clusters Score -403447.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -403488.250000 Penalty: 2922.459961
	Iteration 16Q: 3 clusters Score -403488.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -403521.125000 Penalty: 2922.459961
	Iteration 17Q: 3 clusters Score -403521.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -403546.406250 Penalty: 2922.459961
	Iteration 18Q: 3 clusters Score -403546.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -403560.500000 Penalty: 2922.459961
	Iteration 19Q: 3 clusters Score -403560.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -403574.187500 Penalty: 2922.459961
	Iteration 20F: 3 clusters Score -403574.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -403585.125000 Penalty: 2922.459961
	Iteration 21Q: 3 clusters Score -403585.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -403592.593750 Penalty: 2922.459961
	Iteration 22Q: 3 clusters Score -403592.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -403593.843750 Penalty: 2922.459961
	Iteration 23Q: 3 clusters Score -403593.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -403597.937500 Penalty: 2922.459961
	Iteration 24Q: 3 clusters Score -403597.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -403601.531250 Penalty: 2922.459961
	Iteration 25Q: 3 clusters Score -403601.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -403604.125000 Penalty: 2922.459961
	Iteration 26Q: 3 clusters Score -403604.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -403610.187500 Penalty: 2922.459961
	Iteration 27Q: 3 clusters Score -403610.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -403613.093750 Penalty: 2922.459961
	Iteration 28Q: 3 clusters Score -403613.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -403615.031250 Penalty: 2922.459961
	Iteration 29Q: 3 clusters Score -403615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -403616.281250 Penalty: 2922.459961
	Iteration 30Q: 3 clusters Score -403616.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -403617.156250 Penalty: 2922.459961
	Iteration 31Q: 3 clusters Score -403617.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -403617.156250 Penalty: 2922.459961
	Iteration 32F: 3 clusters Score -403617.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Entering Unmasked Estep 
Score: -631312.625000 Penalty: 1541.709351
	Iteration 0F: 2 clusters Score -631312.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -622095.687500 Penalty: 3083.418701
	Iteration 0F: 3 clusters Score -622095.7 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -625176.250000 Penalty: 3083.418701
	Iteration 1F: 3 clusters Score -625176.2 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -625491.937500 Penalty: 3083.418701
	Iteration 2F: 3 clusters Score -625491.9 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -625737.750000 Penalty: 3083.418701
	Iteration 3F: 3 clusters Score -625737.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -625939.812500 Penalty: 3083.418701
	Iteration 4Q: 3 clusters Score -625939.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -626121.312500 Penalty: 3083.418701
	Iteration 5Q: 3 clusters Score -626121.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -626324.000000 Penalty: 3083.418701
	Iteration 6Q: 3 clusters Score -626324 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -626532.062500 Penalty: 3083.418701
	Iteration 7Q: 3 clusters Score -626532.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -626785.812500 Penalty: 3083.418701
	Iteration 8Q: 3 clusters Score -626785.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -627154.312500 Penalty: 3083.418701
	Iteration 9Q: 3 clusters Score -627154.3 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -627595.500000 Penalty: 3083.418701
	Iteration 10F: 3 clusters Score -627595.5 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -628099.250000 Penalty: 3083.418701
	Iteration 11F: 3 clusters Score -628099.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -628568.625000 Penalty: 3083.418701
	Iteration 12Q: 3 clusters Score -628568.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -629032.937500 Penalty: 3083.418701
	Iteration 13Q: 3 clusters Score -629032.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -629405.187500 Penalty: 3083.418701
	Iteration 14Q: 3 clusters Score -629405.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -629659.187500 Penalty: 3083.418701
	Iteration 15Q: 3 clusters Score -629659.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -629852.125000 Penalty: 3083.418701
	Iteration 16Q: 3 clusters Score -629852.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -629952.125000 Penalty: 3083.418701
	Iteration 17Q: 3 clusters Score -629952.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -630017.062500 Penalty: 3083.418701
	Iteration 18Q: 3 clusters Score -630017.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -630054.562500 Penalty: 3083.418701
	Iteration 19Q: 3 clusters Score -630054.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -630085.125000 Penalty: 3083.418701
	Iteration 20F: 3 clusters Score -630085.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -630107.937500 Penalty: 3083.418701
	Iteration 21Q: 3 clusters Score -630107.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -630126.625000 Penalty: 3083.418701
	Iteration 22Q: 3 clusters Score -630126.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -630142.500000 Penalty: 3083.418701
	Iteration 23Q: 3 clusters Score -630142.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -630155.687500 Penalty: 3083.418701
	Iteration 24Q: 3 clusters Score -630155.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -630169.937500 Penalty: 3083.418701
	Iteration 25Q: 3 clusters Score -630169.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -630185.312500 Penalty: 3083.418701
	Iteration 26Q: 3 clusters Score -630185.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -630192.812500 Penalty: 3083.418701
	Iteration 27Q: 3 clusters Score -630192.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -630197.125000 Penalty: 3083.418701
	Iteration 28Q: 3 clusters Score -630197.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -630202.500000 Penalty: 3083.418701
	Iteration 29Q: 3 clusters Score -630202.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -630208.750000 Penalty: 3083.418701
	Iteration 30Q: 3 clusters Score -630208.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -630210.062500 Penalty: 3083.418701
	Iteration 31Q: 3 clusters Score -630210.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -630212.875000 Penalty: 3083.418701
	Iteration 32Q: 3 clusters Score -630212.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -630217.625000 Penalty: 3083.418701
	Iteration 33Q: 3 clusters Score -630217.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -630219.062500 Penalty: 3083.418701
	Iteration 34Q: 3 clusters Score -630219.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -630222.562500 Penalty: 3083.418701
	Iteration 35Q: 3 clusters Score -630222.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -630222.437500 Penalty: 3083.418701
	Iteration 36Q: 3 clusters Score -630222.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -630221.625000 Penalty: 3083.418701
	Iteration 37Q: 3 clusters Score -630221.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -630222.500000 Penalty: 3083.418701
	Iteration 38Q: 3 clusters Score -630222.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -630222.625000 Penalty: 3083.418701
	Iteration 39Q: 3 clusters Score -630222.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -630222.812500 Penalty: 3083.418701
	Iteration 40F: 3 clusters Score -630222.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -630223.812500 Penalty: 3083.418701
	Iteration 41Q: 3 clusters Score -630223.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -630223.812500 Penalty: 3083.418701
	Iteration 42F: 3 clusters Score -630223.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Entering Unmasked Estep 
Score: -2196578.250000 Penalty: 1721.692993
	Iteration 0F: 2 clusters Score -2196578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2169947.250000 Penalty: 3443.385986
	Iteration 0F: 3 clusters Score -2169947 nChanged 18532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2179947.500000 Penalty: 3443.385986
	Iteration 1F: 3 clusters Score -2179948 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2180394.250000 Penalty: 3443.385986
	Iteration 2Q: 3 clusters Score -2180394 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2180879.250000 Penalty: 3443.385986
	Iteration 3Q: 3 clusters Score -2180879 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2181466.000000 Penalty: 3443.385986
	Iteration 4Q: 3 clusters Score -2181466 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2182190.750000 Penalty: 3443.385986
	Iteration 5Q: 3 clusters Score -2182191 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2183279.250000 Penalty: 3443.385986
	Iteration 6F: 3 clusters Score -2183279 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2184793.000000 Penalty: 3443.385986
	Iteration 7F: 3 clusters Score -2184793 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2186791.750000 Penalty: 3443.385986
	Iteration 8F: 3 clusters Score -2186792 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2189062.500000 Penalty: 3443.385986
	Iteration 9F: 3 clusters Score -2189062 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2191054.500000 Penalty: 3443.385986
	Iteration 10F: 3 clusters Score -2191054 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2192518.000000 Penalty: 3443.385986
	Iteration 11Q: 3 clusters Score -2192518 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2193449.000000 Penalty: 3443.385986
	Iteration 12Q: 3 clusters Score -2193449 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2194027.750000 Penalty: 3443.385986
	Iteration 13Q: 3 clusters Score -2194028 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2194375.250000 Penalty: 3443.385986
	Iteration 14Q: 3 clusters Score -2194375 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2194590.750000 Penalty: 3443.385986
	Iteration 15Q: 3 clusters Score -2194591 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2194715.000000 Penalty: 3443.385986
	Iteration 16Q: 3 clusters Score -2194715 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2194810.250000 Penalty: 3443.385986
	Iteration 17Q: 3 clusters Score -2194810 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2194871.000000 Penalty: 3443.385986
	Iteration 18Q: 3 clusters Score -2194871 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2194897.000000 Penalty: 3443.385986
	Iteration 19Q: 3 clusters Score -2194897 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2194927.250000 Penalty: 3443.385986
	Iteration 20F: 3 clusters Score -2194927 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2194953.000000 Penalty: 3443.385986
	Iteration 21Q: 3 clusters Score -2194953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2194972.000000 Penalty: 3443.385986
	Iteration 22Q: 3 clusters Score -2194972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2194987.250000 Penalty: 3443.385986
	Iteration 23Q: 3 clusters Score -2194987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2194996.500000 Penalty: 3443.385986
	Iteration 24Q: 3 clusters Score -2194996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2195009.000000 Penalty: 3443.385986
	Iteration 25Q: 3 clusters Score -2195009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2195029.750000 Penalty: 3443.385986
	Iteration 26Q: 3 clusters Score -2195030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2195043.250000 Penalty: 3443.385986
	Iteration 27Q: 3 clusters Score -2195043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2195048.500000 Penalty: 3443.385986
	Iteration 28Q: 3 clusters Score -2195048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2195051.250000 Penalty: 3443.385986
	Iteration 29Q: 3 clusters Score -2195051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2195053.250000 Penalty: 3443.385986
	Iteration 30Q: 3 clusters Score -2195053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2195057.250000 Penalty: 3443.385986
	Iteration 31Q: 3 clusters Score -2195057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2195062.750000 Penalty: 3443.385986
	Iteration 32Q: 3 clusters Score -2195063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2195062.500000 Penalty: 3443.385986
	Iteration 33Q: 3 clusters Score -2195062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2195061.750000 Penalty: 3443.385986
	Iteration 34Q: 3 clusters Score -2195062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2195065.250000 Penalty: 3443.385986
	Iteration 35Q: 3 clusters Score -2195065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2195067.000000 Penalty: 3443.385986
	Iteration 36Q: 3 clusters Score -2195067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2195067.000000 Penalty: 3443.385986
	Iteration 37F: 3 clusters Score -2195067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (220201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220201 members 
Entering Unmasked Estep 
Score: -11869343.000000 Penalty: 1999.123047
	Iteration 0F: 2 clusters Score -1.186934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110714 members 
Mstep: Class 2 contains 109487 members 
Entering Unmasked Estep 
Score: -11721070.000000 Penalty: 3998.246094
	Iteration 0F: 3 clusters Score -1.172107e+07 nChanged 106916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123110 members 
Mstep: Class 2 contains 97091 members 
Entering Unmasked Estep 
Score: -11786375.000000 Penalty: 3998.246094
	Iteration 1F: 3 clusters Score -1.178638e+07 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130380 members 
Mstep: Class 2 contains 89821 members 
Entering Unmasked Estep 
Score: -11789945.000000 Penalty: 3998.246094
	Iteration 2Q: 3 clusters Score -1.178994e+07 nChanged 11357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141301 members 
Mstep: Class 2 contains 78900 members 
Entering Unmasked Estep 
Score: -11796278.000000 Penalty: 3998.246094
	Iteration 3F: 3 clusters Score -1.179628e+07 nChanged 15625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156806 members 
Mstep: Class 2 contains 63395 members 
Entering Unmasked Estep 
Score: -11807347.000000 Penalty: 3998.246094
	Iteration 4F: 3 clusters Score -1.180735e+07 nChanged 19742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176530 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -11824438.000000 Penalty: 3998.246094
	Iteration 5F: 3 clusters Score -1.182444e+07 nChanged 20205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196731 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -11844190.000000 Penalty: 3998.246094
	Iteration 6F: 3 clusters Score -1.184419e+07 nChanged 14509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211240 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -11858704.000000 Penalty: 3998.246094
	Iteration 7F: 3 clusters Score -1.18587e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217800 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -11865288.000000 Penalty: 3998.246094
	Iteration 8Q: 3 clusters Score -1.186529e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219589 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -11866891.000000 Penalty: 3998.246094
	Iteration 9Q: 3 clusters Score -1.186689e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219974 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -11867310.000000 Penalty: 3998.246094
	Iteration 10Q: 3 clusters Score -1.186731e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220047 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -11867413.000000 Penalty: 3998.246094
	Iteration 11Q: 3 clusters Score -1.186741e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220062 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11867456.000000 Penalty: 3998.246094
	Iteration 12Q: 3 clusters Score -1.186746e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220073 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11867484.000000 Penalty: 3998.246094
	Iteration 13Q: 3 clusters Score -1.186748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220083 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11867505.000000 Penalty: 3998.246094
	Iteration 14Q: 3 clusters Score -1.18675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220089 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11867530.000000 Penalty: 3998.246094
	Iteration 15Q: 3 clusters Score -1.186753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220088 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11867529.000000 Penalty: 3998.246094
	Iteration 16Q: 3 clusters Score -1.186753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220088 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11867529.000000 Penalty: 3998.246094
	Iteration 17F: 3 clusters Score -1.186753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Entering Unmasked Estep 
Score: -104741.765625 Penalty: 1264.706177
	Iteration 0F: 2 clusters Score -104741.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -102394.609375 Penalty: 2529.412354
	Iteration 0F: 3 clusters Score -102394.6 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -102936.398438 Penalty: 2529.412354
	Iteration 1F: 3 clusters Score -102936.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -103081.492188 Penalty: 2529.412354
	Iteration 2F: 3 clusters Score -103081.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -103155.507812 Penalty: 2529.412354
	Iteration 3Q: 3 clusters Score -103155.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -103188.687500 Penalty: 2529.412354
	Iteration 4Q: 3 clusters Score -103188.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -103215.460938 Penalty: 2529.412354
	Iteration 5Q: 3 clusters Score -103215.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -103236.039062 Penalty: 2529.412354
	Iteration 6Q: 3 clusters Score -103236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -103247.757812 Penalty: 2529.412354
	Iteration 7Q: 3 clusters Score -103247.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -103259.484375 Penalty: 2529.412354
	Iteration 8Q: 3 clusters Score -103259.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -103271.179688 Penalty: 2529.412354
	Iteration 9Q: 3 clusters Score -103271.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -103283.046875 Penalty: 2529.412354
	Iteration 10Q: 3 clusters Score -103283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -103293.265625 Penalty: 2529.412354
	Iteration 11Q: 3 clusters Score -103293.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -103305.218750 Penalty: 2529.412354
	Iteration 12Q: 3 clusters Score -103305.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -103313.296875 Penalty: 2529.412354
	Iteration 13Q: 3 clusters Score -103313.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -103317.125000 Penalty: 2529.412354
	Iteration 14Q: 3 clusters Score -103317.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -103319.218750 Penalty: 2529.412354
	Iteration 15Q: 3 clusters Score -103319.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -103321.023438 Penalty: 2529.412354
	Iteration 16Q: 3 clusters Score -103321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -103323.039062 Penalty: 2529.412354
	Iteration 17Q: 3 clusters Score -103323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -103325.468750 Penalty: 2529.412354
	Iteration 18Q: 3 clusters Score -103325.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -103328.921875 Penalty: 2529.412354
	Iteration 19Q: 3 clusters Score -103328.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -103336.101562 Penalty: 2529.412354
	Iteration 20F: 3 clusters Score -103336.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -103341.656250 Penalty: 2529.412354
	Iteration 21Q: 3 clusters Score -103341.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -103348.718750 Penalty: 2529.412354
	Iteration 22Q: 3 clusters Score -103348.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -103357.117188 Penalty: 2529.412354
	Iteration 23Q: 3 clusters Score -103357.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -103365.851562 Penalty: 2529.412354
	Iteration 24Q: 3 clusters Score -103365.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -103376.242188 Penalty: 2529.412354
	Iteration 25Q: 3 clusters Score -103376.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -103384.281250 Penalty: 2529.412354
	Iteration 26Q: 3 clusters Score -103384.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -103387.851562 Penalty: 2529.412354
	Iteration 27Q: 3 clusters Score -103387.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -103390.812500 Penalty: 2529.412354
	Iteration 28Q: 3 clusters Score -103390.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -103394.718750 Penalty: 2529.412354
	Iteration 29Q: 3 clusters Score -103394.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -103399.195312 Penalty: 2529.412354
	Iteration 30Q: 3 clusters Score -103399.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -103404.164062 Penalty: 2529.412354
	Iteration 31Q: 3 clusters Score -103404.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -103407.484375 Penalty: 2529.412354
	Iteration 32Q: 3 clusters Score -103407.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -103411.984375 Penalty: 2529.412354
	Iteration 33Q: 3 clusters Score -103412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -103417.765625 Penalty: 2529.412354
	Iteration 34Q: 3 clusters Score -103417.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -103423.453125 Penalty: 2529.412354
	Iteration 35Q: 3 clusters Score -103423.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -103426.929688 Penalty: 2529.412354
	Iteration 36Q: 3 clusters Score -103426.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -103433.617188 Penalty: 2529.412354
	Iteration 37Q: 3 clusters Score -103433.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -103439.960938 Penalty: 2529.412354
	Iteration 38Q: 3 clusters Score -103440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -103447.171875 Penalty: 2529.412354
	Iteration 39Q: 3 clusters Score -103447.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -103454.257812 Penalty: 2529.412354
	Iteration 40F: 3 clusters Score -103454.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -103462.132812 Penalty: 2529.412354
	Iteration 41Q: 3 clusters Score -103462.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -103467.328125 Penalty: 2529.412354
	Iteration 42Q: 3 clusters Score -103467.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -103471.718750 Penalty: 2529.412354
	Iteration 43Q: 3 clusters Score -103471.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -103477.976562 Penalty: 2529.412354
	Iteration 44Q: 3 clusters Score -103478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -103488.265625 Penalty: 2529.412354
	Iteration 45Q: 3 clusters Score -103488.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -103504.945312 Penalty: 2529.412354
	Iteration 46Q: 3 clusters Score -103504.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -103526.406250 Penalty: 2529.412354
	Iteration 47Q: 3 clusters Score -103526.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -103550.257812 Penalty: 2529.412354
	Iteration 48Q: 3 clusters Score -103550.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -103569.734375 Penalty: 2529.412354
	Iteration 49Q: 3 clusters Score -103569.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -103589.492188 Penalty: 2529.412354
	Iteration 50Q: 3 clusters Score -103589.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -103610.046875 Penalty: 2529.412354
	Iteration 51Q: 3 clusters Score -103610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -103622.546875 Penalty: 2529.412354
	Iteration 52Q: 3 clusters Score -103622.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -103636.492188 Penalty: 2529.412354
	Iteration 53Q: 3 clusters Score -103636.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -103654.187500 Penalty: 2529.412354
	Iteration 54Q: 3 clusters Score -103654.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -103667.968750 Penalty: 2529.412354
	Iteration 55Q: 3 clusters Score -103668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -103681.351562 Penalty: 2529.412354
	Iteration 56Q: 3 clusters Score -103681.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -103694.734375 Penalty: 2529.412354
	Iteration 57Q: 3 clusters Score -103694.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -103700.835938 Penalty: 2529.412354
	Iteration 58Q: 3 clusters Score -103700.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -103707.687500 Penalty: 2529.412354
	Iteration 59Q: 3 clusters Score -103707.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -103712.453125 Penalty: 2529.412354
	Iteration 60F: 3 clusters Score -103712.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -103718.718750 Penalty: 2529.412354
	Iteration 61Q: 3 clusters Score -103718.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -103729.968750 Penalty: 2529.412354
	Iteration 62Q: 3 clusters Score -103730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -103734.929688 Penalty: 2529.412354
	Iteration 63Q: 3 clusters Score -103734.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -103736.796875 Penalty: 2529.412354
	Iteration 64Q: 3 clusters Score -103736.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -103738.468750 Penalty: 2529.412354
	Iteration 65Q: 3 clusters Score -103738.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -103739.351562 Penalty: 2529.412354
	Iteration 66Q: 3 clusters Score -103739.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -103740.718750 Penalty: 2529.412354
	Iteration 67Q: 3 clusters Score -103740.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -103743.070312 Penalty: 2529.412354
	Iteration 68Q: 3 clusters Score -103743.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -103744.945312 Penalty: 2529.412354
	Iteration 69Q: 3 clusters Score -103744.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -103746.429688 Penalty: 2529.412354
	Iteration 70Q: 3 clusters Score -103746.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -103746.429688 Penalty: 2529.412354
	Iteration 71F: 3 clusters Score -103746.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -454339.968750 Penalty: 1486.936401
	Iteration 0F: 2 clusters Score -454340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -447660.750000 Penalty: 2973.872803
	Iteration 0F: 3 clusters Score -447660.8 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -450191.125000 Penalty: 2973.872803
	Iteration 1F: 3 clusters Score -450191.1 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -451013.343750 Penalty: 2973.872803
	Iteration 2F: 3 clusters Score -451013.3 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -452013.062500 Penalty: 2973.872803
	Iteration 3F: 3 clusters Score -452013.1 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -452868.875000 Penalty: 2973.872803
	Iteration 4F: 3 clusters Score -452868.9 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -453394.593750 Penalty: 2973.872803
	Iteration 5F: 3 clusters Score -453394.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -453676.562500 Penalty: 2973.872803
	Iteration 6Q: 3 clusters Score -453676.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -453806.281250 Penalty: 2973.872803
	Iteration 7Q: 3 clusters Score -453806.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -453890.593750 Penalty: 2973.872803
	Iteration 8Q: 3 clusters Score -453890.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -453951.218750 Penalty: 2973.872803
	Iteration 9Q: 3 clusters Score -453951.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -453995.656250 Penalty: 2973.872803
	Iteration 10Q: 3 clusters Score -453995.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -454027.375000 Penalty: 2973.872803
	Iteration 11Q: 3 clusters Score -454027.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -454053.187500 Penalty: 2973.872803
	Iteration 12Q: 3 clusters Score -454053.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -454069.062500 Penalty: 2973.872803
	Iteration 13Q: 3 clusters Score -454069.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -454082.531250 Penalty: 2973.872803
	Iteration 14Q: 3 clusters Score -454082.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -454091.375000 Penalty: 2973.872803
	Iteration 15Q: 3 clusters Score -454091.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -454099.406250 Penalty: 2973.872803
	Iteration 16Q: 3 clusters Score -454099.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -454104.250000 Penalty: 2973.872803
	Iteration 17Q: 3 clusters Score -454104.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -454108.125000 Penalty: 2973.872803
	Iteration 18Q: 3 clusters Score -454108.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -454109.468750 Penalty: 2973.872803
	Iteration 19Q: 3 clusters Score -454109.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -454109.437500 Penalty: 2973.872803
	Iteration 20F: 3 clusters Score -454109.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -454113.531250 Penalty: 2973.872803
	Iteration 21Q: 3 clusters Score -454113.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -454113.843750 Penalty: 2973.872803
	Iteration 22Q: 3 clusters Score -454113.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -454113.656250 Penalty: 2973.872803
	Iteration 23Q: 3 clusters Score -454113.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -454115.625000 Penalty: 2973.872803
	Iteration 24Q: 3 clusters Score -454115.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -454116.187500 Penalty: 2973.872803
	Iteration 25Q: 3 clusters Score -454116.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -454117.031250 Penalty: 2973.872803
	Iteration 26Q: 3 clusters Score -454117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -454116.468750 Penalty: 2973.872803
	Iteration 27Q: 3 clusters Score -454116.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -454116.468750 Penalty: 2973.872803
	Iteration 28Q: 3 clusters Score -454116.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -454117.312500 Penalty: 2973.872803
	Iteration 29Q: 3 clusters Score -454117.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -454117.312500 Penalty: 2973.872803
	Iteration 30F: 3 clusters Score -454117.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Entering Unmasked Estep 
Score: -495603.968750 Penalty: 1492.549561
	Iteration 0F: 2 clusters Score -495604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -488593.250000 Penalty: 2985.099121
	Iteration 0F: 3 clusters Score -488593.2 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -490916.968750 Penalty: 2985.099121
	Iteration 1F: 3 clusters Score -490917 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -491154.625000 Penalty: 2985.099121
	Iteration 2F: 3 clusters Score -491154.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -491333.375000 Penalty: 2985.099121
	Iteration 3Q: 3 clusters Score -491333.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -491500.656250 Penalty: 2985.099121
	Iteration 4Q: 3 clusters Score -491500.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -491664.250000 Penalty: 2985.099121
	Iteration 5Q: 3 clusters Score -491664.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -491817.906250 Penalty: 2985.099121
	Iteration 6Q: 3 clusters Score -491817.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -491960.281250 Penalty: 2985.099121
	Iteration 7Q: 3 clusters Score -491960.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -492124.125000 Penalty: 2985.099121
	Iteration 8Q: 3 clusters Score -492124.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -492306.906250 Penalty: 2985.099121
	Iteration 9Q: 3 clusters Score -492306.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -492512.218750 Penalty: 2985.099121
	Iteration 10Q: 3 clusters Score -492512.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -492704.937500 Penalty: 2985.099121
	Iteration 11Q: 3 clusters Score -492704.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -492898.031250 Penalty: 2985.099121
	Iteration 12Q: 3 clusters Score -492898 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -493047.250000 Penalty: 2985.099121
	Iteration 13Q: 3 clusters Score -493047.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -493148.093750 Penalty: 2985.099121
	Iteration 14Q: 3 clusters Score -493148.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -493229.093750 Penalty: 2985.099121
	Iteration 15Q: 3 clusters Score -493229.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -493277.187500 Penalty: 2985.099121
	Iteration 16Q: 3 clusters Score -493277.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -493315.781250 Penalty: 2985.099121
	Iteration 17Q: 3 clusters Score -493315.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -493341.062500 Penalty: 2985.099121
	Iteration 18Q: 3 clusters Score -493341.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -493361.406250 Penalty: 2985.099121
	Iteration 19Q: 3 clusters Score -493361.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -493381.281250 Penalty: 2985.099121
	Iteration 20F: 3 clusters Score -493381.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -493401.031250 Penalty: 2985.099121
	Iteration 21Q: 3 clusters Score -493401 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -493417.062500 Penalty: 2985.099121
	Iteration 22Q: 3 clusters Score -493417.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -493435.781250 Penalty: 2985.099121
	Iteration 23Q: 3 clusters Score -493435.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -493451.937500 Penalty: 2985.099121
	Iteration 24Q: 3 clusters Score -493451.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -493470.187500 Penalty: 2985.099121
	Iteration 25Q: 3 clusters Score -493470.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -493485.875000 Penalty: 2985.099121
	Iteration 26Q: 3 clusters Score -493485.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -493502.531250 Penalty: 2985.099121
	Iteration 27Q: 3 clusters Score -493502.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -493512.812500 Penalty: 2985.099121
	Iteration 28Q: 3 clusters Score -493512.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -493520.000000 Penalty: 2985.099121
	Iteration 29Q: 3 clusters Score -493520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -493527.312500 Penalty: 2985.099121
	Iteration 30Q: 3 clusters Score -493527.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -493535.343750 Penalty: 2985.099121
	Iteration 31Q: 3 clusters Score -493535.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -493545.687500 Penalty: 2985.099121
	Iteration 32Q: 3 clusters Score -493545.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -493558.437500 Penalty: 2985.099121
	Iteration 33Q: 3 clusters Score -493558.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -493569.000000 Penalty: 2985.099121
	Iteration 34Q: 3 clusters Score -493569 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -493575.531250 Penalty: 2985.099121
	Iteration 35Q: 3 clusters Score -493575.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -493582.968750 Penalty: 2985.099121
	Iteration 36Q: 3 clusters Score -493583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -493588.281250 Penalty: 2985.099121
	Iteration 37Q: 3 clusters Score -493588.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -493594.187500 Penalty: 2985.099121
	Iteration 38Q: 3 clusters Score -493594.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -493597.906250 Penalty: 2985.099121
	Iteration 39Q: 3 clusters Score -493597.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -493603.812500 Penalty: 2985.099121
	Iteration 40F: 3 clusters Score -493603.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -493609.187500 Penalty: 2985.099121
	Iteration 41Q: 3 clusters Score -493609.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -493612.687500 Penalty: 2985.099121
	Iteration 42Q: 3 clusters Score -493612.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -493614.343750 Penalty: 2985.099121
	Iteration 43Q: 3 clusters Score -493614.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -493619.781250 Penalty: 2985.099121
	Iteration 44Q: 3 clusters Score -493619.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -493623.062500 Penalty: 2985.099121
	Iteration 45Q: 3 clusters Score -493623.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -493628.156250 Penalty: 2985.099121
	Iteration 46Q: 3 clusters Score -493628.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -493630.750000 Penalty: 2985.099121
	Iteration 47Q: 3 clusters Score -493630.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -493633.656250 Penalty: 2985.099121
	Iteration 48Q: 3 clusters Score -493633.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -493636.093750 Penalty: 2985.099121
	Iteration 49Q: 3 clusters Score -493636.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -493637.750000 Penalty: 2985.099121
	Iteration 50Q: 3 clusters Score -493637.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -493640.593750 Penalty: 2985.099121
	Iteration 51Q: 3 clusters Score -493640.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -493642.500000 Penalty: 2985.099121
	Iteration 52Q: 3 clusters Score -493642.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -493645.781250 Penalty: 2985.099121
	Iteration 53Q: 3 clusters Score -493645.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -493648.937500 Penalty: 2985.099121
	Iteration 54Q: 3 clusters Score -493648.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -493650.156250 Penalty: 2985.099121
	Iteration 55Q: 3 clusters Score -493650.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -493654.218750 Penalty: 2985.099121
	Iteration 56Q: 3 clusters Score -493654.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -493656.093750 Penalty: 2985.099121
	Iteration 57Q: 3 clusters Score -493656.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -493658.093750 Penalty: 2985.099121
	Iteration 58Q: 3 clusters Score -493658.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -493660.718750 Penalty: 2985.099121
	Iteration 59Q: 3 clusters Score -493660.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -493660.500000 Penalty: 2985.099121
	Iteration 60F: 3 clusters Score -493660.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -493660.250000 Penalty: 2985.099121
	Iteration 61Q: 3 clusters Score -493660.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -493660.812500 Penalty: 2985.099121
	Iteration 62Q: 3 clusters Score -493660.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -493661.500000 Penalty: 2985.099121
	Iteration 63Q: 3 clusters Score -493661.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -493661.562500 Penalty: 2985.099121
	Iteration 64Q: 3 clusters Score -493661.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -493663.906250 Penalty: 2985.099121
	Iteration 65Q: 3 clusters Score -493663.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -493664.875000 Penalty: 2985.099121
	Iteration 66Q: 3 clusters Score -493664.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -493668.375000 Penalty: 2985.099121
	Iteration 67Q: 3 clusters Score -493668.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -493667.156250 Penalty: 2985.099121
	Iteration 68Q: 3 clusters Score -493667.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -493670.000000 Penalty: 2985.099121
	Iteration 69Q: 3 clusters Score -493670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -493671.812500 Penalty: 2985.099121
	Iteration 70Q: 3 clusters Score -493671.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -493674.437500 Penalty: 2985.099121
	Iteration 71Q: 3 clusters Score -493674.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -493673.968750 Penalty: 2985.099121
	Iteration 72Q: 3 clusters Score -493674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -493678.343750 Penalty: 2985.099121
	Iteration 73Q: 3 clusters Score -493678.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -493683.406250 Penalty: 2985.099121
	Iteration 74Q: 3 clusters Score -493683.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -493688.812500 Penalty: 2985.099121
	Iteration 75Q: 3 clusters Score -493688.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -493696.562500 Penalty: 2985.099121
	Iteration 76Q: 3 clusters Score -493696.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -493704.937500 Penalty: 2985.099121
	Iteration 77Q: 3 clusters Score -493704.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -493715.250000 Penalty: 2985.099121
	Iteration 78Q: 3 clusters Score -493715.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -493725.750000 Penalty: 2985.099121
	Iteration 79Q: 3 clusters Score -493725.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -493733.968750 Penalty: 2985.099121
	Iteration 80F: 3 clusters Score -493734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -493746.343750 Penalty: 2985.099121
	Iteration 81Q: 3 clusters Score -493746.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -493768.000000 Penalty: 2985.099121
	Iteration 82Q: 3 clusters Score -493768 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -493790.750000 Penalty: 2985.099121
	Iteration 83Q: 3 clusters Score -493790.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -493810.656250 Penalty: 2985.099121
	Iteration 84Q: 3 clusters Score -493810.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -493831.781250 Penalty: 2985.099121
	Iteration 85Q: 3 clusters Score -493831.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -493851.281250 Penalty: 2985.099121
	Iteration 86Q: 3 clusters Score -493851.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -493874.937500 Penalty: 2985.099121
	Iteration 87Q: 3 clusters Score -493874.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -493901.562500 Penalty: 2985.099121
	Iteration 88Q: 3 clusters Score -493901.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -493933.125000 Penalty: 2985.099121
	Iteration 89Q: 3 clusters Score -493933.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -493970.406250 Penalty: 2985.099121
	Iteration 90Q: 3 clusters Score -493970.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -494011.406250 Penalty: 2985.099121
	Iteration 91Q: 3 clusters Score -494011.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -494051.125000 Penalty: 2985.099121
	Iteration 92Q: 3 clusters Score -494051.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -494084.062500 Penalty: 2985.099121
	Iteration 93Q: 3 clusters Score -494084.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -494123.718750 Penalty: 2985.099121
	Iteration 94Q: 3 clusters Score -494123.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -494184.500000 Penalty: 2985.099121
	Iteration 95Q: 3 clusters Score -494184.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -494260.750000 Penalty: 2985.099121
	Iteration 96Q: 3 clusters Score -494260.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -494342.687500 Penalty: 2985.099121
	Iteration 97Q: 3 clusters Score -494342.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -494431.156250 Penalty: 2985.099121
	Iteration 98Q: 3 clusters Score -494431.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -494524.406250 Penalty: 2985.099121
	Iteration 99Q: 3 clusters Score -494524.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -494641.593750 Penalty: 2985.099121
	Iteration 100F: 3 clusters Score -494641.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -494766.000000 Penalty: 2985.099121
	Iteration 101Q: 3 clusters Score -494766 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -494878.500000 Penalty: 2985.099121
	Iteration 102Q: 3 clusters Score -494878.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -494977.281250 Penalty: 2985.099121
	Iteration 103Q: 3 clusters Score -494977.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -495052.593750 Penalty: 2985.099121
	Iteration 104Q: 3 clusters Score -495052.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -495113.968750 Penalty: 2985.099121
	Iteration 105Q: 3 clusters Score -495114 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -495181.000000 Penalty: 2985.099121
	Iteration 106Q: 3 clusters Score -495181 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -495266.843750 Penalty: 2985.099121
	Iteration 107Q: 3 clusters Score -495266.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -495372.093750 Penalty: 2985.099121
	Iteration 108Q: 3 clusters Score -495372.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -495454.000000 Penalty: 2985.099121
	Iteration 109Q: 3 clusters Score -495454 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -495496.093750 Penalty: 2985.099121
	Iteration 110Q: 3 clusters Score -495496.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -495526.000000 Penalty: 2985.099121
	Iteration 111Q: 3 clusters Score -495526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -495536.281250 Penalty: 2985.099121
	Iteration 112Q: 3 clusters Score -495536.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -495540.843750 Penalty: 2985.099121
	Iteration 113Q: 3 clusters Score -495540.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -495545.812500 Penalty: 2985.099121
	Iteration 114Q: 3 clusters Score -495545.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -495550.093750 Penalty: 2985.099121
	Iteration 115Q: 3 clusters Score -495550.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -495555.375000 Penalty: 2985.099121
	Iteration 116Q: 3 clusters Score -495555.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -495559.468750 Penalty: 2985.099121
	Iteration 117Q: 3 clusters Score -495559.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -495559.968750 Penalty: 2985.099121
	Iteration 118Q: 3 clusters Score -495560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -495561.062500 Penalty: 2985.099121
	Iteration 119Q: 3 clusters Score -495561.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -495573.687500 Penalty: 2985.099121
	Iteration 120F: 3 clusters Score -495573.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -495579.031250 Penalty: 2985.099121
	Iteration 121Q: 3 clusters Score -495579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -495585.343750 Penalty: 2985.099121
	Iteration 122Q: 3 clusters Score -495585.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -495589.093750 Penalty: 2985.099121
	Iteration 123Q: 3 clusters Score -495589.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -495588.906250 Penalty: 2985.099121
	Iteration 124Q: 3 clusters Score -495588.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -495591.562500 Penalty: 2985.099121
	Iteration 125Q: 3 clusters Score -495591.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -495591.593750 Penalty: 2985.099121
	Iteration 126Q: 3 clusters Score -495591.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -495592.875000 Penalty: 2985.099121
	Iteration 127Q: 3 clusters Score -495592.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -495592.156250 Penalty: 2985.099121
	Iteration 128Q: 3 clusters Score -495592.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -495593.468750 Penalty: 2985.099121
	Iteration 129Q: 3 clusters Score -495593.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -495594.062500 Penalty: 2985.099121
	Iteration 130Q: 3 clusters Score -495594.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -495594.781250 Penalty: 2985.099121
	Iteration 131Q: 3 clusters Score -495594.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -495596.531250 Penalty: 2985.099121
	Iteration 132Q: 3 clusters Score -495596.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -495595.812500 Penalty: 2985.099121
	Iteration 133Q: 3 clusters Score -495595.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -495596.937500 Penalty: 2985.099121
	Iteration 134Q: 3 clusters Score -495596.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -495597.187500 Penalty: 2985.099121
	Iteration 135Q: 3 clusters Score -495597.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -495597.375000 Penalty: 2985.099121
	Iteration 136Q: 3 clusters Score -495597.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -495597.000000 Penalty: 2985.099121
	Iteration 137Q: 3 clusters Score -495597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -495597.156250 Penalty: 2985.099121
	Iteration 138Q: 3 clusters Score -495597.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -495597.781250 Penalty: 2985.099121
	Iteration 139Q: 3 clusters Score -495597.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -495597.781250 Penalty: 2985.099121
	Iteration 140F: 3 clusters Score -495597.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Entering Unmasked Estep 
Score: -85293.812500 Penalty: 1219.642456
	Iteration 0F: 2 clusters Score -85293.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -83341.078125 Penalty: 2439.284912
	Iteration 0F: 3 clusters Score -83341.08 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -83969.375000 Penalty: 2439.284912
	Iteration 1F: 3 clusters Score -83969.38 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -84227.921875 Penalty: 2439.284912
	Iteration 2F: 3 clusters Score -84227.92 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -84401.718750 Penalty: 2439.284912
	Iteration 3F: 3 clusters Score -84401.72 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -84536.335938 Penalty: 2439.284912
	Iteration 4F: 3 clusters Score -84536.34 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -84625.171875 Penalty: 2439.284912
	Iteration 5Q: 3 clusters Score -84625.17 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -84670.617188 Penalty: 2439.284912
	Iteration 6Q: 3 clusters Score -84670.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -84707.984375 Penalty: 2439.284912
	Iteration 7Q: 3 clusters Score -84707.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -84741.328125 Penalty: 2439.284912
	Iteration 8Q: 3 clusters Score -84741.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -84779.687500 Penalty: 2439.284912
	Iteration 9Q: 3 clusters Score -84779.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -84812.664062 Penalty: 2439.284912
	Iteration 10Q: 3 clusters Score -84812.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -84845.312500 Penalty: 2439.284912
	Iteration 11Q: 3 clusters Score -84845.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -84874.093750 Penalty: 2439.284912
	Iteration 12Q: 3 clusters Score -84874.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -84895.765625 Penalty: 2439.284912
	Iteration 13Q: 3 clusters Score -84895.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84901.562500 Penalty: 2439.284912
	Iteration 14Q: 3 clusters Score -84901.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -84908.906250 Penalty: 2439.284912
	Iteration 15Q: 3 clusters Score -84908.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -84918.562500 Penalty: 2439.284912
	Iteration 16Q: 3 clusters Score -84918.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -84923.140625 Penalty: 2439.284912
	Iteration 17Q: 3 clusters Score -84923.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -84925.945312 Penalty: 2439.284912
	Iteration 18Q: 3 clusters Score -84925.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -84925.945312 Penalty: 2439.284912
	Iteration 19F: 3 clusters Score -84925.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (76495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76495 members 
Entering Unmasked Estep 
Score: -4107718.500000 Penalty: 1827.309326
	Iteration 0F: 2 clusters Score -4107718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -4056515.000000 Penalty: 3654.618652
	Iteration 0F: 3 clusters Score -4056515 nChanged 36440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -4077968.750000 Penalty: 3654.618652
	Iteration 1F: 3 clusters Score -4077969 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -4079330.000000 Penalty: 3654.618652
	Iteration 2Q: 3 clusters Score -4079330 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 49816 members 
Entering Unmasked Estep 
Score: -4081746.250000 Penalty: 3654.618652
	Iteration 3F: 3 clusters Score -4081746 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -4086024.750000 Penalty: 3654.618652
	Iteration 4F: 3 clusters Score -4086025 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 62806 members 
Entering Unmasked Estep 
Score: -4092591.000000 Penalty: 3654.618652
	Iteration 5F: 3 clusters Score -4092591 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 69490 members 
Entering Unmasked Estep 
Score: -4099268.250000 Penalty: 3654.618652
	Iteration 6F: 3 clusters Score -4099268 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 73780 members 
Entering Unmasked Estep 
Score: -4103566.250000 Penalty: 3654.618652
	Iteration 7F: 3 clusters Score -4103566 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 75553 members 
Entering Unmasked Estep 
Score: -4105226.750000 Penalty: 3654.618652
	Iteration 8Q: 3 clusters Score -4105227 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 76122 members 
Entering Unmasked Estep 
Score: -4105760.500000 Penalty: 3654.618652
	Iteration 9Q: 3 clusters Score -4105760 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 76273 members 
Entering Unmasked Estep 
Score: -4105930.000000 Penalty: 3654.618652
	Iteration 10Q: 3 clusters Score -4105930 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 76313 members 
Entering Unmasked Estep 
Score: -4106012.000000 Penalty: 3654.618652
	Iteration 11Q: 3 clusters Score -4106012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 76324 members 
Entering Unmasked Estep 
Score: -4106033.250000 Penalty: 3654.618652
	Iteration 12Q: 3 clusters Score -4106033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 76328 members 
Entering Unmasked Estep 
Score: -4106053.250000 Penalty: 3654.618652
	Iteration 13Q: 3 clusters Score -4106053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 76328 members 
Entering Unmasked Estep 
Score: -4106059.250000 Penalty: 3654.618652
	Iteration 14Q: 3 clusters Score -4106059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 76327 members 
Entering Unmasked Estep 
Score: -4106059.750000 Penalty: 3654.618652
	Iteration 15Q: 3 clusters Score -4106060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 76326 members 
Entering Unmasked Estep 
Score: -4106058.750000 Penalty: 3654.618652
	Iteration 16Q: 3 clusters Score -4106059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 76327 members 
Entering Unmasked Estep 
Score: -4106064.500000 Penalty: 3654.618652
	Iteration 17Q: 3 clusters Score -4106064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 76330 members 
Entering Unmasked Estep 
Score: -4106065.750000 Penalty: 3654.618652
	Iteration 18Q: 3 clusters Score -4106066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 76333 members 
Entering Unmasked Estep 
Score: -4106071.750000 Penalty: 3654.618652
	Iteration 19Q: 3 clusters Score -4106072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 76334 members 
Entering Unmasked Estep 
Score: -4106069.750000 Penalty: 3654.618652
	Iteration 20F: 3 clusters Score -4106070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Entering Unmasked Estep 
Score: -105521.640625 Penalty: 1247.351685
	Iteration 0F: 2 clusters Score -105521.6 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 1036 members 
Entering Unmasked Estep 
Score: -103375.828125 Penalty: 2494.703369
	Iteration 0F: 3 clusters Score -103375.8 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -103945.023438 Penalty: 2494.703369
	Iteration 1F: 3 clusters Score -103945 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -104079.304688 Penalty: 2494.703369
	Iteration 2F: 3 clusters Score -104079.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -104163.085938 Penalty: 2494.703369
	Iteration 3Q: 3 clusters Score -104163.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -104216.312500 Penalty: 2494.703369
	Iteration 4Q: 3 clusters Score -104216.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -104268.210938 Penalty: 2494.703369
	Iteration 5Q: 3 clusters Score -104268.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -104308.468750 Penalty: 2494.703369
	Iteration 6Q: 3 clusters Score -104308.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -104344.164062 Penalty: 2494.703369
	Iteration 7Q: 3 clusters Score -104344.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -104395.578125 Penalty: 2494.703369
	Iteration 8Q: 3 clusters Score -104395.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -104447.835938 Penalty: 2494.703369
	Iteration 9Q: 3 clusters Score -104447.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -104492.468750 Penalty: 2494.703369
	Iteration 10Q: 3 clusters Score -104492.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -104516.656250 Penalty: 2494.703369
	Iteration 11Q: 3 clusters Score -104516.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -104528.578125 Penalty: 2494.703369
	Iteration 12Q: 3 clusters Score -104528.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -104544.859375 Penalty: 2494.703369
	Iteration 13Q: 3 clusters Score -104544.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -104568.304688 Penalty: 2494.703369
	Iteration 14Q: 3 clusters Score -104568.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -104592.062500 Penalty: 2494.703369
	Iteration 15Q: 3 clusters Score -104592.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -104620.531250 Penalty: 2494.703369
	Iteration 16Q: 3 clusters Score -104620.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -104650.945312 Penalty: 2494.703369
	Iteration 17Q: 3 clusters Score -104650.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -104681.945312 Penalty: 2494.703369
	Iteration 18Q: 3 clusters Score -104681.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -104716.828125 Penalty: 2494.703369
	Iteration 19Q: 3 clusters Score -104716.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -104753.773438 Penalty: 2494.703369
	Iteration 20F: 3 clusters Score -104753.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -104787.539062 Penalty: 2494.703369
	Iteration 21Q: 3 clusters Score -104787.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -104819.906250 Penalty: 2494.703369
	Iteration 22Q: 3 clusters Score -104819.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -104848.507812 Penalty: 2494.703369
	Iteration 23Q: 3 clusters Score -104848.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -104872.476562 Penalty: 2494.703369
	Iteration 24Q: 3 clusters Score -104872.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -104902.781250 Penalty: 2494.703369
	Iteration 25Q: 3 clusters Score -104902.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -104934.656250 Penalty: 2494.703369
	Iteration 26Q: 3 clusters Score -104934.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -104975.773438 Penalty: 2494.703369
	Iteration 27Q: 3 clusters Score -104975.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -105034.773438 Penalty: 2494.703369
	Iteration 28Q: 3 clusters Score -105034.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -105077.601562 Penalty: 2494.703369
	Iteration 29Q: 3 clusters Score -105077.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -105102.523438 Penalty: 2494.703369
	Iteration 30Q: 3 clusters Score -105102.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -105115.859375 Penalty: 2494.703369
	Iteration 31Q: 3 clusters Score -105115.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -105130.953125 Penalty: 2494.703369
	Iteration 32Q: 3 clusters Score -105131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -105139.671875 Penalty: 2494.703369
	Iteration 33Q: 3 clusters Score -105139.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -105143.343750 Penalty: 2494.703369
	Iteration 34Q: 3 clusters Score -105143.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -105147.429688 Penalty: 2494.703369
	Iteration 35Q: 3 clusters Score -105147.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -105150.101562 Penalty: 2494.703369
	Iteration 36Q: 3 clusters Score -105150.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -105150.484375 Penalty: 2494.703369
	Iteration 37Q: 3 clusters Score -105150.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -105150.484375 Penalty: 2494.703369
	Iteration 38F: 3 clusters Score -105150.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (90655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90655 members 
Entering Unmasked Estep 
Score: -4815102.500000 Penalty: 1854.907593
	Iteration 0F: 2 clusters Score -4815102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -4754547.000000 Penalty: 3709.815186
	Iteration 0F: 3 clusters Score -4754547 nChanged 43174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -4779576.000000 Penalty: 3709.815186
	Iteration 1F: 3 clusters Score -4779576 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -4780679.500000 Penalty: 3709.815186
	Iteration 2Q: 3 clusters Score -4780680 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -4782245.500000 Penalty: 3709.815186
	Iteration 3Q: 3 clusters Score -4782246 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -4784408.500000 Penalty: 3709.815186
	Iteration 4Q: 3 clusters Score -4784408 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -4787403.000000 Penalty: 3709.815186
	Iteration 5F: 3 clusters Score -4787403 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52452 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -4791357.000000 Penalty: 3709.815186
	Iteration 6F: 3 clusters Score -4791357 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54080 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -4795570.000000 Penalty: 3709.815186
	Iteration 7F: 3 clusters Score -4795570 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -4798570.500000 Penalty: 3709.815186
	Iteration 8F: 3 clusters Score -4798570 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56286 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -4799919.500000 Penalty: 3709.815186
	Iteration 9Q: 3 clusters Score -4799920 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57142 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -4800547.000000 Penalty: 3709.815186
	Iteration 10Q: 3 clusters Score -4800547 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -4800928.500000 Penalty: 3709.815186
	Iteration 11Q: 3 clusters Score -4800928 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58917 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -4801228.500000 Penalty: 3709.815186
	Iteration 12Q: 3 clusters Score -4801228 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59875 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -4801513.500000 Penalty: 3709.815186
	Iteration 13Q: 3 clusters Score -4801514 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60821 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -4801801.000000 Penalty: 3709.815186
	Iteration 14Q: 3 clusters Score -4801801 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61801 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -4802149.500000 Penalty: 3709.815186
	Iteration 15Q: 3 clusters Score -4802150 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62914 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -4802569.000000 Penalty: 3709.815186
	Iteration 16Q: 3 clusters Score -4802569 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64077 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -4802990.000000 Penalty: 3709.815186
	Iteration 17Q: 3 clusters Score -4802990 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65276 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -4803388.500000 Penalty: 3709.815186
	Iteration 18Q: 3 clusters Score -4803388 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66536 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -4803815.000000 Penalty: 3709.815186
	Iteration 19Q: 3 clusters Score -4803815 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67799 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -4804265.500000 Penalty: 3709.815186
	Iteration 20F: 3 clusters Score -4804266 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69074 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -4804702.500000 Penalty: 3709.815186
	Iteration 21Q: 3 clusters Score -4804702 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70412 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -4805179.500000 Penalty: 3709.815186
	Iteration 22Q: 3 clusters Score -4805180 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71799 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -4805722.500000 Penalty: 3709.815186
	Iteration 23Q: 3 clusters Score -4805722 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73198 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -4806263.000000 Penalty: 3709.815186
	Iteration 24Q: 3 clusters Score -4806263 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74562 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -4806792.000000 Penalty: 3709.815186
	Iteration 25Q: 3 clusters Score -4806792 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75964 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -4807389.000000 Penalty: 3709.815186
	Iteration 26Q: 3 clusters Score -4807389 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77319 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -4807954.500000 Penalty: 3709.815186
	Iteration 27Q: 3 clusters Score -4807954 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78614 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -4808506.000000 Penalty: 3709.815186
	Iteration 28Q: 3 clusters Score -4808506 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79795 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -4808996.000000 Penalty: 3709.815186
	Iteration 29Q: 3 clusters Score -4808996 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80926 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -4809505.500000 Penalty: 3709.815186
	Iteration 30Q: 3 clusters Score -4809506 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81963 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -4809962.500000 Penalty: 3709.815186
	Iteration 31Q: 3 clusters Score -4809962 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82903 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -4810396.500000 Penalty: 3709.815186
	Iteration 32Q: 3 clusters Score -4810396 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83766 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -4810785.500000 Penalty: 3709.815186
	Iteration 33Q: 3 clusters Score -4810786 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84542 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -4811136.000000 Penalty: 3709.815186
	Iteration 34Q: 3 clusters Score -4811136 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85218 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -4811446.500000 Penalty: 3709.815186
	Iteration 35Q: 3 clusters Score -4811446 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85812 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -4811701.000000 Penalty: 3709.815186
	Iteration 36Q: 3 clusters Score -4811701 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86373 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -4811996.000000 Penalty: 3709.815186
	Iteration 37Q: 3 clusters Score -4811996 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86873 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -4812204.000000 Penalty: 3709.815186
	Iteration 38Q: 3 clusters Score -4812204 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87316 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -4812400.500000 Penalty: 3709.815186
	Iteration 39Q: 3 clusters Score -4812400 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87717 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -4812585.000000 Penalty: 3709.815186
	Iteration 40F: 3 clusters Score -4812585 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88053 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -4812706.000000 Penalty: 3709.815186
	Iteration 41Q: 3 clusters Score -4812706 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88326 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4812806.000000 Penalty: 3709.815186
	Iteration 42Q: 3 clusters Score -4812806 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88558 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -4812907.500000 Penalty: 3709.815186
	Iteration 43Q: 3 clusters Score -4812908 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88767 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4812984.000000 Penalty: 3709.815186
	Iteration 44Q: 3 clusters Score -4812984 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88932 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4813074.500000 Penalty: 3709.815186
	Iteration 45Q: 3 clusters Score -4813074 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89073 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4813131.000000 Penalty: 3709.815186
	Iteration 46Q: 3 clusters Score -4813131 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89190 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4813171.500000 Penalty: 3709.815186
	Iteration 47Q: 3 clusters Score -4813172 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89278 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4813197.500000 Penalty: 3709.815186
	Iteration 48Q: 3 clusters Score -4813198 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89357 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4813227.000000 Penalty: 3709.815186
	Iteration 49Q: 3 clusters Score -4813227 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89429 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4813258.500000 Penalty: 3709.815186
	Iteration 50Q: 3 clusters Score -4813258 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89499 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4813285.000000 Penalty: 3709.815186
	Iteration 51Q: 3 clusters Score -4813285 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89557 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4813303.500000 Penalty: 3709.815186
	Iteration 52Q: 3 clusters Score -4813304 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89606 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4813328.000000 Penalty: 3709.815186
	Iteration 53Q: 3 clusters Score -4813328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89651 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4813342.500000 Penalty: 3709.815186
	Iteration 54Q: 3 clusters Score -4813342 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89694 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4813366.000000 Penalty: 3709.815186
	Iteration 55Q: 3 clusters Score -4813366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89730 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4813384.000000 Penalty: 3709.815186
	Iteration 56Q: 3 clusters Score -4813384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89760 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4813400.000000 Penalty: 3709.815186
	Iteration 57Q: 3 clusters Score -4813400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89788 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4813400.000000 Penalty: 3709.815186
	Iteration 58Q: 3 clusters Score -4813400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89811 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4813418.500000 Penalty: 3709.815186
	Iteration 59Q: 3 clusters Score -4813418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89830 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4813424.000000 Penalty: 3709.815186
	Iteration 60F: 3 clusters Score -4813424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89847 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4813436.500000 Penalty: 3709.815186
	Iteration 61Q: 3 clusters Score -4813436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89861 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4813430.500000 Penalty: 3709.815186
	Iteration 62Q: 3 clusters Score -4813430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89869 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4813433.500000 Penalty: 3709.815186
	Iteration 63Q: 3 clusters Score -4813434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89873 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4813431.000000 Penalty: 3709.815186
	Iteration 64Q: 3 clusters Score -4813431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89877 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4813434.000000 Penalty: 3709.815186
	Iteration 65Q: 3 clusters Score -4813434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89882 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4813433.000000 Penalty: 3709.815186
	Iteration 66Q: 3 clusters Score -4813433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89889 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4813442.500000 Penalty: 3709.815186
	Iteration 67Q: 3 clusters Score -4813442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89895 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4813442.500000 Penalty: 3709.815186
	Iteration 68Q: 3 clusters Score -4813442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89900 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4813443.500000 Penalty: 3709.815186
	Iteration 69Q: 3 clusters Score -4813444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89904 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4813444.000000 Penalty: 3709.815186
	Iteration 70Q: 3 clusters Score -4813444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89909 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4813445.500000 Penalty: 3709.815186
	Iteration 71Q: 3 clusters Score -4813446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89913 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4813447.000000 Penalty: 3709.815186
	Iteration 72Q: 3 clusters Score -4813447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89925 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4813454.500000 Penalty: 3709.815186
	Iteration 73Q: 3 clusters Score -4813454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89934 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4813453.500000 Penalty: 3709.815186
	Iteration 74Q: 3 clusters Score -4813454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89939 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4813462.000000 Penalty: 3709.815186
	Iteration 75Q: 3 clusters Score -4813462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89946 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4813466.000000 Penalty: 3709.815186
	Iteration 76Q: 3 clusters Score -4813466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89950 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4813468.500000 Penalty: 3709.815186
	Iteration 77Q: 3 clusters Score -4813468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89953 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4813470.500000 Penalty: 3709.815186
	Iteration 78Q: 3 clusters Score -4813470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89953 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4813470.500000 Penalty: 3709.815186
	Iteration 79F: 3 clusters Score -4813470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -19990.796875 Penalty: 1003.240234
	Iteration 0F: 2 clusters Score -19990.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -18953.939453 Penalty: 2006.480469
	Iteration 0F: 3 clusters Score -18953.94 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -19102.085938 Penalty: 2006.480469
	Iteration 1F: 3 clusters Score -19102.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -19134.830078 Penalty: 2006.480469
	Iteration 2Q: 3 clusters Score -19134.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -19163.335938 Penalty: 2006.480469
	Iteration 3Q: 3 clusters Score -19163.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -19183.980469 Penalty: 2006.480469
	Iteration 4Q: 3 clusters Score -19183.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -19206.033203 Penalty: 2006.480469
	Iteration 5Q: 3 clusters Score -19206.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -19220.619141 Penalty: 2006.480469
	Iteration 6Q: 3 clusters Score -19220.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19230.375000 Penalty: 2006.480469
	Iteration 7Q: 3 clusters Score -19230.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19240.640625 Penalty: 2006.480469
	Iteration 8Q: 3 clusters Score -19240.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19252.832031 Penalty: 2006.480469
	Iteration 9Q: 3 clusters Score -19252.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19268.632812 Penalty: 2006.480469
	Iteration 10Q: 3 clusters Score -19268.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19280.310547 Penalty: 2006.480469
	Iteration 11Q: 3 clusters Score -19280.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19286.222656 Penalty: 2006.480469
	Iteration 12Q: 3 clusters Score -19286.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19290.646484 Penalty: 2006.480469
	Iteration 13Q: 3 clusters Score -19290.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -19298.560547 Penalty: 2006.480469
	Iteration 14Q: 3 clusters Score -19298.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -19322.205078 Penalty: 2006.480469
	Iteration 15Q: 3 clusters Score -19322.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19336.486328 Penalty: 2006.480469
	Iteration 16Q: 3 clusters Score -19336.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19353.417969 Penalty: 2006.480469
	Iteration 17Q: 3 clusters Score -19353.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -19375.951172 Penalty: 2006.480469
	Iteration 18Q: 3 clusters Score -19375.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19392.724609 Penalty: 2006.480469
	Iteration 19Q: 3 clusters Score -19392.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19403.013672 Penalty: 2006.480469
	Iteration 20F: 3 clusters Score -19403.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19415.351562 Penalty: 2006.480469
	Iteration 21Q: 3 clusters Score -19415.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19419.304688 Penalty: 2006.480469
	Iteration 22Q: 3 clusters Score -19419.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -19423.492188 Penalty: 2006.480469
	Iteration 23Q: 3 clusters Score -19423.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19428.119141 Penalty: 2006.480469
	Iteration 24Q: 3 clusters Score -19428.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19432.785156 Penalty: 2006.480469
	Iteration 25Q: 3 clusters Score -19432.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -19448.945312 Penalty: 2006.480469
	Iteration 26Q: 3 clusters Score -19448.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -19460.048828 Penalty: 2006.480469
	Iteration 27Q: 3 clusters Score -19460.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -19471.306641 Penalty: 2006.480469
	Iteration 28Q: 3 clusters Score -19471.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -19479.880859 Penalty: 2006.480469
	Iteration 29Q: 3 clusters Score -19479.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19487.666016 Penalty: 2006.480469
	Iteration 30Q: 3 clusters Score -19487.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19508.427734 Penalty: 2006.480469
	Iteration 31Q: 3 clusters Score -19508.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19514.835938 Penalty: 2006.480469
	Iteration 32Q: 3 clusters Score -19514.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19515.888672 Penalty: 2006.480469
	Iteration 33Q: 3 clusters Score -19515.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -19518.708984 Penalty: 2006.480469
	Iteration 34Q: 3 clusters Score -19518.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19519.519531 Penalty: 2006.480469
	Iteration 35Q: 3 clusters Score -19519.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19519.519531 Penalty: 2006.480469
	Iteration 36F: 3 clusters Score -19519.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Entering Unmasked Estep 
Score: -1522629.125000 Penalty: 1672.704956
	Iteration 0F: 2 clusters Score -1522629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1502784.875000 Penalty: 3345.409912
	Iteration 0F: 3 clusters Score -1502785 nChanged 13619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1510297.625000 Penalty: 3345.409912
	Iteration 1F: 3 clusters Score -1510298 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1510851.375000 Penalty: 3345.409912
	Iteration 2F: 3 clusters Score -1510851 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1511402.250000 Penalty: 3345.409912
	Iteration 3F: 3 clusters Score -1511402 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1511983.000000 Penalty: 3345.409912
	Iteration 4Q: 3 clusters Score -1511983 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1512682.500000 Penalty: 3345.409912
	Iteration 5F: 3 clusters Score -1512682 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1513496.750000 Penalty: 3345.409912
	Iteration 6F: 3 clusters Score -1513497 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1514467.500000 Penalty: 3345.409912
	Iteration 7F: 3 clusters Score -1514468 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1515588.000000 Penalty: 3345.409912
	Iteration 8F: 3 clusters Score -1515588 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1516805.875000 Penalty: 3345.409912
	Iteration 9F: 3 clusters Score -1516806 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1517878.000000 Penalty: 3345.409912
	Iteration 10Q: 3 clusters Score -1517878 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1518841.375000 Penalty: 3345.409912
	Iteration 11Q: 3 clusters Score -1518841 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1519569.375000 Penalty: 3345.409912
	Iteration 12Q: 3 clusters Score -1519569 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1520126.250000 Penalty: 3345.409912
	Iteration 13Q: 3 clusters Score -1520126 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1520528.000000 Penalty: 3345.409912
	Iteration 14Q: 3 clusters Score -1520528 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1520808.000000 Penalty: 3345.409912
	Iteration 15Q: 3 clusters Score -1520808 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1520969.625000 Penalty: 3345.409912
	Iteration 16Q: 3 clusters Score -1520970 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1521050.750000 Penalty: 3345.409912
	Iteration 17Q: 3 clusters Score -1521051 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1521111.500000 Penalty: 3345.409912
	Iteration 18Q: 3 clusters Score -1521112 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1521153.625000 Penalty: 3345.409912
	Iteration 19Q: 3 clusters Score -1521154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1521179.125000 Penalty: 3345.409912
	Iteration 20F: 3 clusters Score -1521179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1521199.250000 Penalty: 3345.409912
	Iteration 21Q: 3 clusters Score -1521199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1521220.375000 Penalty: 3345.409912
	Iteration 22Q: 3 clusters Score -1521220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1521229.625000 Penalty: 3345.409912
	Iteration 23Q: 3 clusters Score -1521230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1521241.875000 Penalty: 3345.409912
	Iteration 24Q: 3 clusters Score -1521242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1521245.000000 Penalty: 3345.409912
	Iteration 25Q: 3 clusters Score -1521245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1521255.500000 Penalty: 3345.409912
	Iteration 26Q: 3 clusters Score -1521256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1521266.250000 Penalty: 3345.409912
	Iteration 27Q: 3 clusters Score -1521266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1521267.000000 Penalty: 3345.409912
	Iteration 28Q: 3 clusters Score -1521267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1521273.125000 Penalty: 3345.409912
	Iteration 29Q: 3 clusters Score -1521273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1521279.750000 Penalty: 3345.409912
	Iteration 30Q: 3 clusters Score -1521280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1521286.375000 Penalty: 3345.409912
	Iteration 31Q: 3 clusters Score -1521286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1521293.375000 Penalty: 3345.409912
	Iteration 32Q: 3 clusters Score -1521293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1521298.250000 Penalty: 3345.409912
	Iteration 33Q: 3 clusters Score -1521298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1521301.625000 Penalty: 3345.409912
	Iteration 34Q: 3 clusters Score -1521302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1521302.000000 Penalty: 3345.409912
	Iteration 35Q: 3 clusters Score -1521302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1521303.500000 Penalty: 3345.409912
	Iteration 36Q: 3 clusters Score -1521304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1521301.750000 Penalty: 3345.409912
	Iteration 37Q: 3 clusters Score -1521302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1521301.750000 Penalty: 3345.409912
	Iteration 38F: 3 clusters Score -1521302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -97789.187500 Penalty: 1276.210815
	Iteration 0F: 2 clusters Score -97789.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -95301.546875 Penalty: 2552.421631
	Iteration 0F: 3 clusters Score -95301.55 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -96014.664062 Penalty: 2552.421631
	Iteration 1F: 3 clusters Score -96014.66 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -96243.867188 Penalty: 2552.421631
	Iteration 2F: 3 clusters Score -96243.87 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -96383.234375 Penalty: 2552.421631
	Iteration 3F: 3 clusters Score -96383.23 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -96485.593750 Penalty: 2552.421631
	Iteration 4Q: 3 clusters Score -96485.59 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -96566.453125 Penalty: 2552.421631
	Iteration 5Q: 3 clusters Score -96566.45 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -96614.578125 Penalty: 2552.421631
	Iteration 6Q: 3 clusters Score -96614.58 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -96656.960938 Penalty: 2552.421631
	Iteration 7Q: 3 clusters Score -96656.96 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -96698.882812 Penalty: 2552.421631
	Iteration 8Q: 3 clusters Score -96698.88 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -96747.257812 Penalty: 2552.421631
	Iteration 9Q: 3 clusters Score -96747.26 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -96798.335938 Penalty: 2552.421631
	Iteration 10Q: 3 clusters Score -96798.34 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -96829.476562 Penalty: 2552.421631
	Iteration 11Q: 3 clusters Score -96829.48 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -96855.429688 Penalty: 2552.421631
	Iteration 12Q: 3 clusters Score -96855.43 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -96878.859375 Penalty: 2552.421631
	Iteration 13Q: 3 clusters Score -96878.86 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -96899.765625 Penalty: 2552.421631
	Iteration 14Q: 3 clusters Score -96899.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -96913.742188 Penalty: 2552.421631
	Iteration 15Q: 3 clusters Score -96913.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -96923.000000 Penalty: 2552.421631
	Iteration 16Q: 3 clusters Score -96923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -96926.554688 Penalty: 2552.421631
	Iteration 17Q: 3 clusters Score -96926.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -96927.765625 Penalty: 2552.421631
	Iteration 18Q: 3 clusters Score -96927.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -96928.984375 Penalty: 2552.421631
	Iteration 19Q: 3 clusters Score -96928.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -96932.640625 Penalty: 2552.421631
	Iteration 20F: 3 clusters Score -96932.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -96935.101562 Penalty: 2552.421631
	Iteration 21Q: 3 clusters Score -96935.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -96937.218750 Penalty: 2552.421631
	Iteration 22Q: 3 clusters Score -96937.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -96940.000000 Penalty: 2552.421631
	Iteration 23Q: 3 clusters Score -96940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -96941.578125 Penalty: 2552.421631
	Iteration 24Q: 3 clusters Score -96941.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -96942.468750 Penalty: 2552.421631
	Iteration 25Q: 3 clusters Score -96942.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -96943.906250 Penalty: 2552.421631
	Iteration 26Q: 3 clusters Score -96943.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -96944.742188 Penalty: 2552.421631
	Iteration 27Q: 3 clusters Score -96944.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -96946.867188 Penalty: 2552.421631
	Iteration 28Q: 3 clusters Score -96946.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -96947.656250 Penalty: 2552.421631
	Iteration 29Q: 3 clusters Score -96947.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -96947.851562 Penalty: 2552.421631
	Iteration 30Q: 3 clusters Score -96947.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -96947.851562 Penalty: 2552.421631
	Iteration 31F: 3 clusters Score -96947.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Entering Unmasked Estep 
Score: -476879.906250 Penalty: 1500.565918
	Iteration 0F: 2 clusters Score -476879.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -469524.218750 Penalty: 3001.131836
	Iteration 0F: 3 clusters Score -469524.2 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -472021.781250 Penalty: 3001.131836
	Iteration 1F: 3 clusters Score -472021.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -472289.343750 Penalty: 3001.131836
	Iteration 2F: 3 clusters Score -472289.3 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -472537.687500 Penalty: 3001.131836
	Iteration 3F: 3 clusters Score -472537.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -472764.718750 Penalty: 3001.131836
	Iteration 4Q: 3 clusters Score -472764.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -472982.843750 Penalty: 3001.131836
	Iteration 5Q: 3 clusters Score -472982.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -473212.156250 Penalty: 3001.131836
	Iteration 6Q: 3 clusters Score -473212.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -473467.062500 Penalty: 3001.131836
	Iteration 7Q: 3 clusters Score -473467.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -473724.500000 Penalty: 3001.131836
	Iteration 8Q: 3 clusters Score -473724.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -473977.125000 Penalty: 3001.131836
	Iteration 9Q: 3 clusters Score -473977.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -474251.312500 Penalty: 3001.131836
	Iteration 10Q: 3 clusters Score -474251.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -474522.437500 Penalty: 3001.131836
	Iteration 11Q: 3 clusters Score -474522.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -474730.562500 Penalty: 3001.131836
	Iteration 12Q: 3 clusters Score -474730.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -474881.093750 Penalty: 3001.131836
	Iteration 13Q: 3 clusters Score -474881.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -474980.375000 Penalty: 3001.131836
	Iteration 14Q: 3 clusters Score -474980.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -475046.000000 Penalty: 3001.131836
	Iteration 15Q: 3 clusters Score -475046 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -475086.718750 Penalty: 3001.131836
	Iteration 16Q: 3 clusters Score -475086.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -475125.718750 Penalty: 3001.131836
	Iteration 17Q: 3 clusters Score -475125.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -475162.250000 Penalty: 3001.131836
	Iteration 18Q: 3 clusters Score -475162.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -475194.937500 Penalty: 3001.131836
	Iteration 19Q: 3 clusters Score -475194.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -475227.656250 Penalty: 3001.131836
	Iteration 20F: 3 clusters Score -475227.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -475257.531250 Penalty: 3001.131836
	Iteration 21Q: 3 clusters Score -475257.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -475281.656250 Penalty: 3001.131836
	Iteration 22Q: 3 clusters Score -475281.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -475296.437500 Penalty: 3001.131836
	Iteration 23Q: 3 clusters Score -475296.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -475307.250000 Penalty: 3001.131836
	Iteration 24Q: 3 clusters Score -475307.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -475316.062500 Penalty: 3001.131836
	Iteration 25Q: 3 clusters Score -475316.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -475325.437500 Penalty: 3001.131836
	Iteration 26Q: 3 clusters Score -475325.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -475331.500000 Penalty: 3001.131836
	Iteration 27Q: 3 clusters Score -475331.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -475337.781250 Penalty: 3001.131836
	Iteration 28Q: 3 clusters Score -475337.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -475342.500000 Penalty: 3001.131836
	Iteration 29Q: 3 clusters Score -475342.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -475345.718750 Penalty: 3001.131836
	Iteration 30Q: 3 clusters Score -475345.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -475348.062500 Penalty: 3001.131836
	Iteration 31Q: 3 clusters Score -475348.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -475351.250000 Penalty: 3001.131836
	Iteration 32Q: 3 clusters Score -475351.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -475352.125000 Penalty: 3001.131836
	Iteration 33Q: 3 clusters Score -475352.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -475353.937500 Penalty: 3001.131836
	Iteration 34Q: 3 clusters Score -475353.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -475357.000000 Penalty: 3001.131836
	Iteration 35Q: 3 clusters Score -475357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -475359.343750 Penalty: 3001.131836
	Iteration 36Q: 3 clusters Score -475359.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -475359.812500 Penalty: 3001.131836
	Iteration 37Q: 3 clusters Score -475359.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -475360.593750 Penalty: 3001.131836
	Iteration 38Q: 3 clusters Score -475360.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -475361.062500 Penalty: 3001.131836
	Iteration 39Q: 3 clusters Score -475361.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -475362.312500 Penalty: 3001.131836
	Iteration 40F: 3 clusters Score -475362.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -475362.906250 Penalty: 3001.131836
	Iteration 41Q: 3 clusters Score -475362.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -475362.906250 Penalty: 3001.131836
	Iteration 42F: 3 clusters Score -475362.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Entering Unmasked Estep 
Score: -574438.937500 Penalty: 1508.507935
	Iteration 0F: 2 clusters Score -574438.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -566738.562500 Penalty: 3017.015869
	Iteration 0F: 3 clusters Score -566738.6 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -569341.500000 Penalty: 3017.015869
	Iteration 1F: 3 clusters Score -569341.5 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -569626.625000 Penalty: 3017.015869
	Iteration 2F: 3 clusters Score -569626.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -569866.125000 Penalty: 3017.015869
	Iteration 3F: 3 clusters Score -569866.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -570087.500000 Penalty: 3017.015869
	Iteration 4F: 3 clusters Score -570087.5 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -570303.187500 Penalty: 3017.015869
	Iteration 5Q: 3 clusters Score -570303.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -570545.312500 Penalty: 3017.015869
	Iteration 6Q: 3 clusters Score -570545.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -570785.250000 Penalty: 3017.015869
	Iteration 7Q: 3 clusters Score -570785.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -571041.687500 Penalty: 3017.015869
	Iteration 8Q: 3 clusters Score -571041.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -571301.937500 Penalty: 3017.015869
	Iteration 9Q: 3 clusters Score -571301.9 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -571569.750000 Penalty: 3017.015869
	Iteration 10Q: 3 clusters Score -571569.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -571815.687500 Penalty: 3017.015869
	Iteration 11Q: 3 clusters Score -571815.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -572045.125000 Penalty: 3017.015869
	Iteration 12Q: 3 clusters Score -572045.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -572274.562500 Penalty: 3017.015869
	Iteration 13Q: 3 clusters Score -572274.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -572463.687500 Penalty: 3017.015869
	Iteration 14Q: 3 clusters Score -572463.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -572610.250000 Penalty: 3017.015869
	Iteration 15Q: 3 clusters Score -572610.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -572701.062500 Penalty: 3017.015869
	Iteration 16Q: 3 clusters Score -572701.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -572761.250000 Penalty: 3017.015869
	Iteration 17Q: 3 clusters Score -572761.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -572809.687500 Penalty: 3017.015869
	Iteration 18Q: 3 clusters Score -572809.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -572850.937500 Penalty: 3017.015869
	Iteration 19Q: 3 clusters Score -572850.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -572890.812500 Penalty: 3017.015869
	Iteration 20F: 3 clusters Score -572890.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -572919.000000 Penalty: 3017.015869
	Iteration 21Q: 3 clusters Score -572919 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -572950.937500 Penalty: 3017.015869
	Iteration 22Q: 3 clusters Score -572950.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -572982.062500 Penalty: 3017.015869
	Iteration 23Q: 3 clusters Score -572982.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -573012.000000 Penalty: 3017.015869
	Iteration 24Q: 3 clusters Score -573012 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -573042.187500 Penalty: 3017.015869
	Iteration 25Q: 3 clusters Score -573042.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -573065.625000 Penalty: 3017.015869
	Iteration 26Q: 3 clusters Score -573065.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -573083.250000 Penalty: 3017.015869
	Iteration 27Q: 3 clusters Score -573083.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -573100.187500 Penalty: 3017.015869
	Iteration 28Q: 3 clusters Score -573100.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -573115.875000 Penalty: 3017.015869
	Iteration 29Q: 3 clusters Score -573115.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -573135.812500 Penalty: 3017.015869
	Iteration 30Q: 3 clusters Score -573135.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -573150.062500 Penalty: 3017.015869
	Iteration 31Q: 3 clusters Score -573150.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -573165.000000 Penalty: 3017.015869
	Iteration 32Q: 3 clusters Score -573165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -573178.437500 Penalty: 3017.015869
	Iteration 33Q: 3 clusters Score -573178.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -573187.437500 Penalty: 3017.015869
	Iteration 34Q: 3 clusters Score -573187.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -573194.187500 Penalty: 3017.015869
	Iteration 35Q: 3 clusters Score -573194.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -573200.562500 Penalty: 3017.015869
	Iteration 36Q: 3 clusters Score -573200.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -573206.875000 Penalty: 3017.015869
	Iteration 37Q: 3 clusters Score -573206.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -573208.437500 Penalty: 3017.015869
	Iteration 38Q: 3 clusters Score -573208.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -573212.500000 Penalty: 3017.015869
	Iteration 39Q: 3 clusters Score -573212.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -573216.062500 Penalty: 3017.015869
	Iteration 40F: 3 clusters Score -573216.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -573217.625000 Penalty: 3017.015869
	Iteration 41Q: 3 clusters Score -573217.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -573218.625000 Penalty: 3017.015869
	Iteration 42Q: 3 clusters Score -573218.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -573221.375000 Penalty: 3017.015869
	Iteration 43Q: 3 clusters Score -573221.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -573222.687500 Penalty: 3017.015869
	Iteration 44Q: 3 clusters Score -573222.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -573224.812500 Penalty: 3017.015869
	Iteration 45Q: 3 clusters Score -573224.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -573224.437500 Penalty: 3017.015869
	Iteration 46Q: 3 clusters Score -573224.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -573225.562500 Penalty: 3017.015869
	Iteration 47Q: 3 clusters Score -573225.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -573226.312500 Penalty: 3017.015869
	Iteration 48Q: 3 clusters Score -573226.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -573227.562500 Penalty: 3017.015869
	Iteration 49Q: 3 clusters Score -573227.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -573229.250000 Penalty: 3017.015869
	Iteration 50Q: 3 clusters Score -573229.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -573231.812500 Penalty: 3017.015869
	Iteration 51Q: 3 clusters Score -573231.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -573234.437500 Penalty: 3017.015869
	Iteration 52Q: 3 clusters Score -573234.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -573235.375000 Penalty: 3017.015869
	Iteration 53Q: 3 clusters Score -573235.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -573238.187500 Penalty: 3017.015869
	Iteration 54Q: 3 clusters Score -573238.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -573244.187500 Penalty: 3017.015869
	Iteration 55Q: 3 clusters Score -573244.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -573245.375000 Penalty: 3017.015869
	Iteration 56Q: 3 clusters Score -573245.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -573246.437500 Penalty: 3017.015869
	Iteration 57Q: 3 clusters Score -573246.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -573246.687500 Penalty: 3017.015869
	Iteration 58Q: 3 clusters Score -573246.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -573247.500000 Penalty: 3017.015869
	Iteration 59Q: 3 clusters Score -573247.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -573248.312500 Penalty: 3017.015869
	Iteration 60F: 3 clusters Score -573248.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -573248.562500 Penalty: 3017.015869
	Iteration 61Q: 3 clusters Score -573248.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -573249.187500 Penalty: 3017.015869
	Iteration 62Q: 3 clusters Score -573249.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -573249.187500 Penalty: 3017.015869
	Iteration 63F: 3 clusters Score -573249.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Entering Unmasked Estep 
Score: -460219.687500 Penalty: 1467.902344
	Iteration 0F: 2 clusters Score -460219.7 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 4186 members 
Entering Unmasked Estep 
Score: -454112.781250 Penalty: 2935.804688
	Iteration 0F: 3 clusters Score -454112.8 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -455928.250000 Penalty: 2935.804688
	Iteration 1F: 3 clusters Score -455928.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -456116.562500 Penalty: 2935.804688
	Iteration 2F: 3 clusters Score -456116.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -456267.000000 Penalty: 2935.804688
	Iteration 3Q: 3 clusters Score -456267 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -456373.312500 Penalty: 2935.804688
	Iteration 4Q: 3 clusters Score -456373.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -456454.968750 Penalty: 2935.804688
	Iteration 5Q: 3 clusters Score -456455 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -456525.750000 Penalty: 2935.804688
	Iteration 6Q: 3 clusters Score -456525.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -456585.406250 Penalty: 2935.804688
	Iteration 7Q: 3 clusters Score -456585.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -456639.718750 Penalty: 2935.804688
	Iteration 8Q: 3 clusters Score -456639.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -456700.937500 Penalty: 2935.804688
	Iteration 9Q: 3 clusters Score -456700.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -456768.281250 Penalty: 2935.804688
	Iteration 10Q: 3 clusters Score -456768.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -456855.750000 Penalty: 2935.804688
	Iteration 11Q: 3 clusters Score -456855.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -456957.812500 Penalty: 2935.804688
	Iteration 12Q: 3 clusters Score -456957.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -457094.906250 Penalty: 2935.804688
	Iteration 13Q: 3 clusters Score -457094.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -457272.781250 Penalty: 2935.804688
	Iteration 14Q: 3 clusters Score -457272.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -457494.562500 Penalty: 2935.804688
	Iteration 15Q: 3 clusters Score -457494.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -457749.093750 Penalty: 2935.804688
	Iteration 16Q: 3 clusters Score -457749.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -458029.687500 Penalty: 2935.804688
	Iteration 17Q: 3 clusters Score -458029.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -458301.437500 Penalty: 2935.804688
	Iteration 18Q: 3 clusters Score -458301.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -458517.343750 Penalty: 2935.804688
	Iteration 19Q: 3 clusters Score -458517.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -458657.875000 Penalty: 2935.804688
	Iteration 20F: 3 clusters Score -458657.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -458736.375000 Penalty: 2935.804688
	Iteration 21Q: 3 clusters Score -458736.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -458798.500000 Penalty: 2935.804688
	Iteration 22Q: 3 clusters Score -458798.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -458835.156250 Penalty: 2935.804688
	Iteration 23Q: 3 clusters Score -458835.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -458860.000000 Penalty: 2935.804688
	Iteration 24Q: 3 clusters Score -458860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -458874.312500 Penalty: 2935.804688
	Iteration 25Q: 3 clusters Score -458874.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -458881.156250 Penalty: 2935.804688
	Iteration 26Q: 3 clusters Score -458881.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -458888.687500 Penalty: 2935.804688
	Iteration 27Q: 3 clusters Score -458888.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -458890.437500 Penalty: 2935.804688
	Iteration 28Q: 3 clusters Score -458890.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -458891.875000 Penalty: 2935.804688
	Iteration 29Q: 3 clusters Score -458891.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -458891.875000 Penalty: 2935.804688
	Iteration 30F: 3 clusters Score -458891.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Entering Unmasked Estep 
Score: -385735.875000 Penalty: 1449.062988
	Iteration 0F: 2 clusters Score -385735.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -380170.468750 Penalty: 2898.125977
	Iteration 0F: 3 clusters Score -380170.5 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -381916.000000 Penalty: 2898.125977
	Iteration 1F: 3 clusters Score -381916 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -382173.625000 Penalty: 2898.125977
	Iteration 2F: 3 clusters Score -382173.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -382381.500000 Penalty: 2898.125977
	Iteration 3F: 3 clusters Score -382381.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -382587.000000 Penalty: 2898.125977
	Iteration 4Q: 3 clusters Score -382587 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -382789.250000 Penalty: 2898.125977
	Iteration 5Q: 3 clusters Score -382789.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -382966.406250 Penalty: 2898.125977
	Iteration 6Q: 3 clusters Score -382966.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -383101.750000 Penalty: 2898.125977
	Iteration 7Q: 3 clusters Score -383101.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -383197.406250 Penalty: 2898.125977
	Iteration 8Q: 3 clusters Score -383197.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -383260.968750 Penalty: 2898.125977
	Iteration 9Q: 3 clusters Score -383261 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -383312.187500 Penalty: 2898.125977
	Iteration 10Q: 3 clusters Score -383312.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -383353.125000 Penalty: 2898.125977
	Iteration 11Q: 3 clusters Score -383353.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -383385.875000 Penalty: 2898.125977
	Iteration 12Q: 3 clusters Score -383385.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -383405.218750 Penalty: 2898.125977
	Iteration 13Q: 3 clusters Score -383405.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -383425.250000 Penalty: 2898.125977
	Iteration 14Q: 3 clusters Score -383425.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -383443.625000 Penalty: 2898.125977
	Iteration 15Q: 3 clusters Score -383443.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -383461.781250 Penalty: 2898.125977
	Iteration 16Q: 3 clusters Score -383461.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -383475.125000 Penalty: 2898.125977
	Iteration 17Q: 3 clusters Score -383475.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -383484.437500 Penalty: 2898.125977
	Iteration 18Q: 3 clusters Score -383484.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -383489.812500 Penalty: 2898.125977
	Iteration 19Q: 3 clusters Score -383489.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -383495.062500 Penalty: 2898.125977
	Iteration 20F: 3 clusters Score -383495.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -383501.281250 Penalty: 2898.125977
	Iteration 21Q: 3 clusters Score -383501.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -383507.562500 Penalty: 2898.125977
	Iteration 22Q: 3 clusters Score -383507.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -383513.656250 Penalty: 2898.125977
	Iteration 23Q: 3 clusters Score -383513.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -383519.281250 Penalty: 2898.125977
	Iteration 24Q: 3 clusters Score -383519.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -383523.812500 Penalty: 2898.125977
	Iteration 25Q: 3 clusters Score -383523.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -383530.593750 Penalty: 2898.125977
	Iteration 26Q: 3 clusters Score -383530.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -383534.812500 Penalty: 2898.125977
	Iteration 27Q: 3 clusters Score -383534.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -383539.781250 Penalty: 2898.125977
	Iteration 28Q: 3 clusters Score -383539.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -383543.781250 Penalty: 2898.125977
	Iteration 29Q: 3 clusters Score -383543.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -383549.937500 Penalty: 2898.125977
	Iteration 30Q: 3 clusters Score -383549.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -383554.500000 Penalty: 2898.125977
	Iteration 31Q: 3 clusters Score -383554.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -383560.625000 Penalty: 2898.125977
	Iteration 32Q: 3 clusters Score -383560.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -383565.812500 Penalty: 2898.125977
	Iteration 33Q: 3 clusters Score -383565.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -383572.000000 Penalty: 2898.125977
	Iteration 34Q: 3 clusters Score -383572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -383578.562500 Penalty: 2898.125977
	Iteration 35Q: 3 clusters Score -383578.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -383585.156250 Penalty: 2898.125977
	Iteration 36Q: 3 clusters Score -383585.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -383593.281250 Penalty: 2898.125977
	Iteration 37Q: 3 clusters Score -383593.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -383602.781250 Penalty: 2898.125977
	Iteration 38Q: 3 clusters Score -383602.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -383609.437500 Penalty: 2898.125977
	Iteration 39Q: 3 clusters Score -383609.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -383618.687500 Penalty: 2898.125977
	Iteration 40F: 3 clusters Score -383618.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -383631.125000 Penalty: 2898.125977
	Iteration 41Q: 3 clusters Score -383631.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -383652.375000 Penalty: 2898.125977
	Iteration 42Q: 3 clusters Score -383652.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -383682.031250 Penalty: 2898.125977
	Iteration 43Q: 3 clusters Score -383682 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -383719.843750 Penalty: 2898.125977
	Iteration 44Q: 3 clusters Score -383719.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -383764.468750 Penalty: 2898.125977
	Iteration 45Q: 3 clusters Score -383764.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -383813.687500 Penalty: 2898.125977
	Iteration 46Q: 3 clusters Score -383813.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -383859.875000 Penalty: 2898.125977
	Iteration 47Q: 3 clusters Score -383859.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -383907.250000 Penalty: 2898.125977
	Iteration 48Q: 3 clusters Score -383907.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -383961.281250 Penalty: 2898.125977
	Iteration 49Q: 3 clusters Score -383961.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -384008.687500 Penalty: 2898.125977
	Iteration 50Q: 3 clusters Score -384008.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -384052.218750 Penalty: 2898.125977
	Iteration 51Q: 3 clusters Score -384052.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -384097.562500 Penalty: 2898.125977
	Iteration 52Q: 3 clusters Score -384097.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -384142.843750 Penalty: 2898.125977
	Iteration 53Q: 3 clusters Score -384142.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -384189.093750 Penalty: 2898.125977
	Iteration 54Q: 3 clusters Score -384189.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -384239.656250 Penalty: 2898.125977
	Iteration 55Q: 3 clusters Score -384239.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -384268.750000 Penalty: 2898.125977
	Iteration 56Q: 3 clusters Score -384268.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -384296.187500 Penalty: 2898.125977
	Iteration 57Q: 3 clusters Score -384296.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -384323.156250 Penalty: 2898.125977
	Iteration 58Q: 3 clusters Score -384323.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -384355.250000 Penalty: 2898.125977
	Iteration 59Q: 3 clusters Score -384355.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -384384.875000 Penalty: 2898.125977
	Iteration 60F: 3 clusters Score -384384.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -384404.937500 Penalty: 2898.125977
	Iteration 61Q: 3 clusters Score -384404.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -384425.343750 Penalty: 2898.125977
	Iteration 62Q: 3 clusters Score -384425.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -384434.156250 Penalty: 2898.125977
	Iteration 63Q: 3 clusters Score -384434.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -384442.843750 Penalty: 2898.125977
	Iteration 64Q: 3 clusters Score -384442.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -384447.625000 Penalty: 2898.125977
	Iteration 65Q: 3 clusters Score -384447.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -384456.468750 Penalty: 2898.125977
	Iteration 66Q: 3 clusters Score -384456.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -384466.312500 Penalty: 2898.125977
	Iteration 67Q: 3 clusters Score -384466.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -384473.343750 Penalty: 2898.125977
	Iteration 68Q: 3 clusters Score -384473.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -384479.343750 Penalty: 2898.125977
	Iteration 69Q: 3 clusters Score -384479.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -384483.687500 Penalty: 2898.125977
	Iteration 70Q: 3 clusters Score -384483.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -384486.375000 Penalty: 2898.125977
	Iteration 71Q: 3 clusters Score -384486.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -384486.843750 Penalty: 2898.125977
	Iteration 72Q: 3 clusters Score -384486.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -384488.562500 Penalty: 2898.125977
	Iteration 73Q: 3 clusters Score -384488.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -384488.562500 Penalty: 2898.125977
	Iteration 74F: 3 clusters Score -384488.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Entering Unmasked Estep 
Score: -107644.257812 Penalty: 1260.520752
	Iteration 0F: 2 clusters Score -107644.3 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 1145 members 
Entering Unmasked Estep 
Score: -105349.242188 Penalty: 2521.041504
	Iteration 0F: 3 clusters Score -105349.2 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -105928.953125 Penalty: 2521.041504
	Iteration 1F: 3 clusters Score -105929 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -106205.289062 Penalty: 2521.041504
	Iteration 2F: 3 clusters Score -106205.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -106551.414062 Penalty: 2521.041504
	Iteration 3F: 3 clusters Score -106551.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -107000.039062 Penalty: 2521.041504
	Iteration 4F: 3 clusters Score -107000 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -107317.593750 Penalty: 2521.041504
	Iteration 5F: 3 clusters Score -107317.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -107490.046875 Penalty: 2521.041504
	Iteration 6F: 3 clusters Score -107490 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -107571.070312 Penalty: 2521.041504
	Iteration 7Q: 3 clusters Score -107571.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -107604.937500 Penalty: 2521.041504
	Iteration 8Q: 3 clusters Score -107604.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -107627.953125 Penalty: 2521.041504
	Iteration 9Q: 3 clusters Score -107628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -107645.078125 Penalty: 2521.041504
	Iteration 10Q: 3 clusters Score -107645.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -107653.382812 Penalty: 2521.041504
	Iteration 11Q: 3 clusters Score -107653.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -107661.125000 Penalty: 2521.041504
	Iteration 12Q: 3 clusters Score -107661.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -107669.484375 Penalty: 2521.041504
	Iteration 13Q: 3 clusters Score -107669.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -107675.781250 Penalty: 2521.041504
	Iteration 14Q: 3 clusters Score -107675.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -107678.796875 Penalty: 2521.041504
	Iteration 15Q: 3 clusters Score -107678.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -107681.625000 Penalty: 2521.041504
	Iteration 16Q: 3 clusters Score -107681.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -107685.484375 Penalty: 2521.041504
	Iteration 17Q: 3 clusters Score -107685.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -107688.132812 Penalty: 2521.041504
	Iteration 18Q: 3 clusters Score -107688.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -107690.101562 Penalty: 2521.041504
	Iteration 19Q: 3 clusters Score -107690.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -107690.367188 Penalty: 2521.041504
	Iteration 20F: 3 clusters Score -107690.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -107691.226562 Penalty: 2521.041504
	Iteration 21Q: 3 clusters Score -107691.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -107691.585938 Penalty: 2521.041504
	Iteration 22Q: 3 clusters Score -107691.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -107691.585938 Penalty: 2521.041504
	Iteration 23F: 3 clusters Score -107691.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1294 members 
Mstep: Class 4 contains 31376 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 13193 members 
Mstep: Class 7 contains 39936 members 
Mstep: Class 8 contains 220201 members 
Mstep: Class 9 contains 2399 members 
Mstep: Class 10 contains 9418 members 
Mstep: Class 11 contains 9749 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76495 members 
Mstep: Class 14 contains 2156 members 
Mstep: Class 15 contains 90655 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29542 members 
Mstep: Class 18 contains 2575 members 
Mstep: Class 19 contains 10242 members 
Mstep: Class 20 contains 10755 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 7460 members 
Mstep: Class 23 contains 1376 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14128 members 
Mstep: Class 28 contains 8171 members 
Mstep: Class 29 contains 5740 members 
Mstep: Class 30 contains 59897 members 
Mstep: Class 31 contains 962 members 
Entering Unmasked Estep 
Score: -35931828.000000 Penalty: 67876.078125
Splitting cluster 23 changes total score from -35932692.000000 to -35931828.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (5558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Entering Unmasked Estep 
Score: -278792.843750 Penalty: 1401.236450
	Iteration 0F: 2 clusters Score -278792.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -274442.906250 Penalty: 2802.472900
	Iteration 0F: 3 clusters Score -274442.9 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -275692.375000 Penalty: 2802.472900
	Iteration 1F: 3 clusters Score -275692.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -275902.218750 Penalty: 2802.472900
	Iteration 2F: 3 clusters Score -275902.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -276062.406250 Penalty: 2802.472900
	Iteration 3F: 3 clusters Score -276062.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -276183.125000 Penalty: 2802.472900
	Iteration 4Q: 3 clusters Score -276183.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -276284.531250 Penalty: 2802.472900
	Iteration 5Q: 3 clusters Score -276284.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -276397.375000 Penalty: 2802.472900
	Iteration 6Q: 3 clusters Score -276397.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -276517.906250 Penalty: 2802.472900
	Iteration 7Q: 3 clusters Score -276517.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -276627.281250 Penalty: 2802.472900
	Iteration 8Q: 3 clusters Score -276627.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -276720.687500 Penalty: 2802.472900
	Iteration 9Q: 3 clusters Score -276720.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -276816.843750 Penalty: 2802.472900
	Iteration 10Q: 3 clusters Score -276816.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -276897.875000 Penalty: 2802.472900
	Iteration 11Q: 3 clusters Score -276897.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -276989.843750 Penalty: 2802.472900
	Iteration 12Q: 3 clusters Score -276989.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -277080.687500 Penalty: 2802.472900
	Iteration 13Q: 3 clusters Score -277080.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -277173.843750 Penalty: 2802.472900
	Iteration 14Q: 3 clusters Score -277173.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -277266.656250 Penalty: 2802.472900
	Iteration 15Q: 3 clusters Score -277266.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -277350.750000 Penalty: 2802.472900
	Iteration 16Q: 3 clusters Score -277350.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -277437.125000 Penalty: 2802.472900
	Iteration 17Q: 3 clusters Score -277437.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -277496.187500 Penalty: 2802.472900
	Iteration 18Q: 3 clusters Score -277496.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -277546.062500 Penalty: 2802.472900
	Iteration 19Q: 3 clusters Score -277546.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -277582.125000 Penalty: 2802.472900
	Iteration 20F: 3 clusters Score -277582.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -277602.968750 Penalty: 2802.472900
	Iteration 21Q: 3 clusters Score -277603 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -277620.312500 Penalty: 2802.472900
	Iteration 22Q: 3 clusters Score -277620.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -277634.437500 Penalty: 2802.472900
	Iteration 23Q: 3 clusters Score -277634.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -277650.625000 Penalty: 2802.472900
	Iteration 24Q: 3 clusters Score -277650.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -277664.125000 Penalty: 2802.472900
	Iteration 25Q: 3 clusters Score -277664.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -277675.625000 Penalty: 2802.472900
	Iteration 26Q: 3 clusters Score -277675.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -277684.593750 Penalty: 2802.472900
	Iteration 27Q: 3 clusters Score -277684.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -277695.281250 Penalty: 2802.472900
	Iteration 28Q: 3 clusters Score -277695.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -277699.750000 Penalty: 2802.472900
	Iteration 29Q: 3 clusters Score -277699.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -277703.312500 Penalty: 2802.472900
	Iteration 30Q: 3 clusters Score -277703.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -277705.093750 Penalty: 2802.472900
	Iteration 31Q: 3 clusters Score -277705.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -277707.250000 Penalty: 2802.472900
	Iteration 32Q: 3 clusters Score -277707.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -277708.281250 Penalty: 2802.472900
	Iteration 33Q: 3 clusters Score -277708.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -277708.687500 Penalty: 2802.472900
	Iteration 34Q: 3 clusters Score -277708.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -277709.281250 Penalty: 2802.472900
	Iteration 35Q: 3 clusters Score -277709.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -277709.281250 Penalty: 2802.472900
	Iteration 36F: 3 clusters Score -277709.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (28199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Entering Unmasked Estep 
Score: -1474846.250000 Penalty: 1665.144287
	Iteration 0F: 2 clusters Score -1474846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1455797.875000 Penalty: 3330.288574
	Iteration 0F: 3 clusters Score -1455798 nChanged 13078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1463427.000000 Penalty: 3330.288574
	Iteration 1F: 3 clusters Score -1463427 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -1464526.500000 Penalty: 3330.288574
	Iteration 2F: 3 clusters Score -1464526 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -1466213.250000 Penalty: 3330.288574
	Iteration 3F: 3 clusters Score -1466213 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -1468072.500000 Penalty: 3330.288574
	Iteration 4F: 3 clusters Score -1468072 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -1469506.125000 Penalty: 3330.288574
	Iteration 5F: 3 clusters Score -1469506 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -1470364.125000 Penalty: 3330.288574
	Iteration 6F: 3 clusters Score -1470364 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -1470829.375000 Penalty: 3330.288574
	Iteration 7Q: 3 clusters Score -1470829 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -1471109.375000 Penalty: 3330.288574
	Iteration 8Q: 3 clusters Score -1471109 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -1471314.000000 Penalty: 3330.288574
	Iteration 9Q: 3 clusters Score -1471314 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -1471479.750000 Penalty: 3330.288574
	Iteration 10Q: 3 clusters Score -1471480 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -1471666.750000 Penalty: 3330.288574
	Iteration 11Q: 3 clusters Score -1471667 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -1471847.125000 Penalty: 3330.288574
	Iteration 12Q: 3 clusters Score -1471847 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -1472036.250000 Penalty: 3330.288574
	Iteration 13Q: 3 clusters Score -1472036 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -1472214.250000 Penalty: 3330.288574
	Iteration 14Q: 3 clusters Score -1472214 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -1472402.125000 Penalty: 3330.288574
	Iteration 15Q: 3 clusters Score -1472402 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -1472566.875000 Penalty: 3330.288574
	Iteration 16Q: 3 clusters Score -1472567 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -1472719.875000 Penalty: 3330.288574
	Iteration 17Q: 3 clusters Score -1472720 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -1472852.375000 Penalty: 3330.288574
	Iteration 18Q: 3 clusters Score -1472852 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -1472976.625000 Penalty: 3330.288574
	Iteration 19Q: 3 clusters Score -1472977 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -1473074.750000 Penalty: 3330.288574
	Iteration 20F: 3 clusters Score -1473075 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -1473143.250000 Penalty: 3330.288574
	Iteration 21Q: 3 clusters Score -1473143 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -1473192.750000 Penalty: 3330.288574
	Iteration 22Q: 3 clusters Score -1473193 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -1473248.250000 Penalty: 3330.288574
	Iteration 23Q: 3 clusters Score -1473248 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -1473308.750000 Penalty: 3330.288574
	Iteration 24Q: 3 clusters Score -1473309 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -1473352.375000 Penalty: 3330.288574
	Iteration 25Q: 3 clusters Score -1473352 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -1473378.750000 Penalty: 3330.288574
	Iteration 26Q: 3 clusters Score -1473379 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -1473403.625000 Penalty: 3330.288574
	Iteration 27Q: 3 clusters Score -1473404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -1473416.250000 Penalty: 3330.288574
	Iteration 28Q: 3 clusters Score -1473416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -1473432.000000 Penalty: 3330.288574
	Iteration 29Q: 3 clusters Score -1473432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -1473444.625000 Penalty: 3330.288574
	Iteration 30Q: 3 clusters Score -1473445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -1473453.750000 Penalty: 3330.288574
	Iteration 31Q: 3 clusters Score -1473454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -1473460.125000 Penalty: 3330.288574
	Iteration 32Q: 3 clusters Score -1473460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -1473468.375000 Penalty: 3330.288574
	Iteration 33Q: 3 clusters Score -1473468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -1473477.125000 Penalty: 3330.288574
	Iteration 34Q: 3 clusters Score -1473477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -1473480.125000 Penalty: 3330.288574
	Iteration 35Q: 3 clusters Score -1473480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -1473488.875000 Penalty: 3330.288574
	Iteration 36Q: 3 clusters Score -1473489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -1473491.000000 Penalty: 3330.288574
	Iteration 37Q: 3 clusters Score -1473491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -1473492.875000 Penalty: 3330.288574
	Iteration 38Q: 3 clusters Score -1473493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -1473493.500000 Penalty: 3330.288574
	Iteration 39Q: 3 clusters Score -1473494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -1473496.750000 Penalty: 3330.288574
	Iteration 40F: 3 clusters Score -1473497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -1473502.000000 Penalty: 3330.288574
	Iteration 41Q: 3 clusters Score -1473502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -1473499.250000 Penalty: 3330.288574
	Iteration 42Q: 3 clusters Score -1473499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -1473500.250000 Penalty: 3330.288574
	Iteration 43Q: 3 clusters Score -1473500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -1473500.125000 Penalty: 3330.288574
	Iteration 44Q: 3 clusters Score -1473500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -1473504.625000 Penalty: 3330.288574
	Iteration 45Q: 3 clusters Score -1473505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -1473503.625000 Penalty: 3330.288574
	Iteration 46Q: 3 clusters Score -1473504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -1473506.500000 Penalty: 3330.288574
	Iteration 47Q: 3 clusters Score -1473506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -1473508.875000 Penalty: 3330.288574
	Iteration 48Q: 3 clusters Score -1473509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -1473510.375000 Penalty: 3330.288574
	Iteration 49Q: 3 clusters Score -1473510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -1473513.125000 Penalty: 3330.288574
	Iteration 50Q: 3 clusters Score -1473513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -1473510.875000 Penalty: 3330.288574
	Iteration 51Q: 3 clusters Score -1473511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -1473510.875000 Penalty: 3330.288574
	Iteration 52F: 3 clusters Score -1473511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -45029.433594 Penalty: 1119.558594
	Iteration 0F: 2 clusters Score -45029.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -43624.066406 Penalty: 2239.117188
	Iteration 0F: 3 clusters Score -43624.07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -43885.457031 Penalty: 2239.117188
	Iteration 1F: 3 clusters Score -43885.46 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -43973.972656 Penalty: 2239.117188
	Iteration 2F: 3 clusters Score -43973.97 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -44032.718750 Penalty: 2239.117188
	Iteration 3Q: 3 clusters Score -44032.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -44087.027344 Penalty: 2239.117188
	Iteration 4Q: 3 clusters Score -44087.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -44124.671875 Penalty: 2239.117188
	Iteration 5Q: 3 clusters Score -44124.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -44179.132812 Penalty: 2239.117188
	Iteration 6Q: 3 clusters Score -44179.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -44250.949219 Penalty: 2239.117188
	Iteration 7Q: 3 clusters Score -44250.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -44328.816406 Penalty: 2239.117188
	Iteration 8Q: 3 clusters Score -44328.82 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -44423.171875 Penalty: 2239.117188
	Iteration 9Q: 3 clusters Score -44423.17 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -44489.679688 Penalty: 2239.117188
	Iteration 10Q: 3 clusters Score -44489.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -44519.246094 Penalty: 2239.117188
	Iteration 11Q: 3 clusters Score -44519.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -44533.902344 Penalty: 2239.117188
	Iteration 12Q: 3 clusters Score -44533.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -44544.281250 Penalty: 2239.117188
	Iteration 13Q: 3 clusters Score -44544.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -44556.679688 Penalty: 2239.117188
	Iteration 14Q: 3 clusters Score -44556.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -44565.496094 Penalty: 2239.117188
	Iteration 15Q: 3 clusters Score -44565.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -44577.648438 Penalty: 2239.117188
	Iteration 16Q: 3 clusters Score -44577.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -44607.480469 Penalty: 2239.117188
	Iteration 17Q: 3 clusters Score -44607.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -44626.519531 Penalty: 2239.117188
	Iteration 18Q: 3 clusters Score -44626.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -44637.722656 Penalty: 2239.117188
	Iteration 19Q: 3 clusters Score -44637.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -44658.738281 Penalty: 2239.117188
	Iteration 20F: 3 clusters Score -44658.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -44666.378906 Penalty: 2239.117188
	Iteration 21Q: 3 clusters Score -44666.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -44668.722656 Penalty: 2239.117188
	Iteration 22Q: 3 clusters Score -44668.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -44670.441406 Penalty: 2239.117188
	Iteration 23Q: 3 clusters Score -44670.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -44670.441406 Penalty: 2239.117188
	Iteration 24F: 3 clusters Score -44670.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Entering Unmasked Estep 
Score: -770273.437500 Penalty: 1552.836060
	Iteration 0F: 2 clusters Score -770273.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -760369.000000 Penalty: 3105.672119
	Iteration 0F: 3 clusters Score -760369 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -763936.375000 Penalty: 3105.672119
	Iteration 1F: 3 clusters Score -763936.4 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -764282.250000 Penalty: 3105.672119
	Iteration 2F: 3 clusters Score -764282.2 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -764599.750000 Penalty: 3105.672119
	Iteration 3F: 3 clusters Score -764599.8 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -764927.500000 Penalty: 3105.672119
	Iteration 4F: 3 clusters Score -764927.5 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -765313.562500 Penalty: 3105.672119
	Iteration 5F: 3 clusters Score -765313.6 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -765780.625000 Penalty: 3105.672119
	Iteration 6F: 3 clusters Score -765780.6 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -766284.562500 Penalty: 3105.672119
	Iteration 7F: 3 clusters Score -766284.6 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -766805.875000 Penalty: 3105.672119
	Iteration 8F: 3 clusters Score -766805.9 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -767363.812500 Penalty: 3105.672119
	Iteration 9Q: 3 clusters Score -767363.8 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -767902.875000 Penalty: 3105.672119
	Iteration 10Q: 3 clusters Score -767902.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -768294.000000 Penalty: 3105.672119
	Iteration 11Q: 3 clusters Score -768294 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -768563.187500 Penalty: 3105.672119
	Iteration 12Q: 3 clusters Score -768563.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -768694.500000 Penalty: 3105.672119
	Iteration 13Q: 3 clusters Score -768694.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -768778.562500 Penalty: 3105.672119
	Iteration 14Q: 3 clusters Score -768778.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -768826.062500 Penalty: 3105.672119
	Iteration 15Q: 3 clusters Score -768826.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -768862.000000 Penalty: 3105.672119
	Iteration 16Q: 3 clusters Score -768862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -768888.812500 Penalty: 3105.672119
	Iteration 17Q: 3 clusters Score -768888.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -768905.562500 Penalty: 3105.672119
	Iteration 18Q: 3 clusters Score -768905.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -768923.937500 Penalty: 3105.672119
	Iteration 19Q: 3 clusters Score -768923.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -768934.125000 Penalty: 3105.672119
	Iteration 20F: 3 clusters Score -768934.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -768941.625000 Penalty: 3105.672119
	Iteration 21Q: 3 clusters Score -768941.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -768943.375000 Penalty: 3105.672119
	Iteration 22Q: 3 clusters Score -768943.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -768943.375000 Penalty: 3105.672119
	Iteration 23F: 3 clusters Score -768943.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Entering Unmasked Estep 
Score: -438212.250000 Penalty: 1463.856323
	Iteration 0F: 2 clusters Score -438212.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -432150.031250 Penalty: 2927.712646
	Iteration 0F: 3 clusters Score -432150 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -433980.625000 Penalty: 2927.712646
	Iteration 1F: 3 clusters Score -433980.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -434215.312500 Penalty: 2927.712646
	Iteration 2F: 3 clusters Score -434215.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -434422.312500 Penalty: 2927.712646
	Iteration 3F: 3 clusters Score -434422.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -434591.406250 Penalty: 2927.712646
	Iteration 4Q: 3 clusters Score -434591.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -434719.718750 Penalty: 2927.712646
	Iteration 5Q: 3 clusters Score -434719.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -434849.687500 Penalty: 2927.712646
	Iteration 6Q: 3 clusters Score -434849.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -434998.437500 Penalty: 2927.712646
	Iteration 7Q: 3 clusters Score -434998.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -435156.375000 Penalty: 2927.712646
	Iteration 8Q: 3 clusters Score -435156.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -435331.187500 Penalty: 2927.712646
	Iteration 9Q: 3 clusters Score -435331.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -435513.187500 Penalty: 2927.712646
	Iteration 10Q: 3 clusters Score -435513.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -435705.250000 Penalty: 2927.712646
	Iteration 11Q: 3 clusters Score -435705.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -435918.875000 Penalty: 2927.712646
	Iteration 12Q: 3 clusters Score -435918.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -436135.875000 Penalty: 2927.712646
	Iteration 13Q: 3 clusters Score -436135.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -436315.343750 Penalty: 2927.712646
	Iteration 14Q: 3 clusters Score -436315.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -436464.812500 Penalty: 2927.712646
	Iteration 15Q: 3 clusters Score -436464.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -436581.687500 Penalty: 2927.712646
	Iteration 16Q: 3 clusters Score -436581.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -436672.031250 Penalty: 2927.712646
	Iteration 17Q: 3 clusters Score -436672 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -436737.250000 Penalty: 2927.712646
	Iteration 18Q: 3 clusters Score -436737.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -436792.156250 Penalty: 2927.712646
	Iteration 19Q: 3 clusters Score -436792.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -436833.937500 Penalty: 2927.712646
	Iteration 20F: 3 clusters Score -436833.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -436882.437500 Penalty: 2927.712646
	Iteration 21Q: 3 clusters Score -436882.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -436906.875000 Penalty: 2927.712646
	Iteration 22Q: 3 clusters Score -436906.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -436916.406250 Penalty: 2927.712646
	Iteration 23Q: 3 clusters Score -436916.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -436920.625000 Penalty: 2927.712646
	Iteration 24Q: 3 clusters Score -436920.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -436926.031250 Penalty: 2927.712646
	Iteration 25Q: 3 clusters Score -436926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -436940.250000 Penalty: 2927.712646
	Iteration 26Q: 3 clusters Score -436940.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -436948.468750 Penalty: 2927.712646
	Iteration 27Q: 3 clusters Score -436948.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -436955.500000 Penalty: 2927.712646
	Iteration 28Q: 3 clusters Score -436955.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -436968.156250 Penalty: 2927.712646
	Iteration 29Q: 3 clusters Score -436968.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -436974.375000 Penalty: 2927.712646
	Iteration 30Q: 3 clusters Score -436974.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -436976.218750 Penalty: 2927.712646
	Iteration 31Q: 3 clusters Score -436976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -436976.062500 Penalty: 2927.712646
	Iteration 32Q: 3 clusters Score -436976.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -436976.062500 Penalty: 2927.712646
	Iteration 33F: 3 clusters Score -436976.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Entering Unmasked Estep 
Score: -306763.312500 Penalty: 1406.472290
	Iteration 0F: 2 clusters Score -306763.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -302321.750000 Penalty: 2812.944580
	Iteration 0F: 3 clusters Score -302321.8 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -303525.531250 Penalty: 2812.944580
	Iteration 1F: 3 clusters Score -303525.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -303702.312500 Penalty: 2812.944580
	Iteration 2F: 3 clusters Score -303702.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -303818.562500 Penalty: 2812.944580
	Iteration 3F: 3 clusters Score -303818.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -303895.750000 Penalty: 2812.944580
	Iteration 4Q: 3 clusters Score -303895.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -303947.875000 Penalty: 2812.944580
	Iteration 5Q: 3 clusters Score -303947.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -303993.750000 Penalty: 2812.944580
	Iteration 6Q: 3 clusters Score -303993.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -304026.843750 Penalty: 2812.944580
	Iteration 7Q: 3 clusters Score -304026.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -304052.125000 Penalty: 2812.944580
	Iteration 8Q: 3 clusters Score -304052.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -304072.750000 Penalty: 2812.944580
	Iteration 9Q: 3 clusters Score -304072.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -304086.156250 Penalty: 2812.944580
	Iteration 10Q: 3 clusters Score -304086.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -304099.812500 Penalty: 2812.944580
	Iteration 11Q: 3 clusters Score -304099.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -304112.875000 Penalty: 2812.944580
	Iteration 12Q: 3 clusters Score -304112.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -304126.218750 Penalty: 2812.944580
	Iteration 13Q: 3 clusters Score -304126.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -304137.937500 Penalty: 2812.944580
	Iteration 14Q: 3 clusters Score -304137.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -304146.437500 Penalty: 2812.944580
	Iteration 15Q: 3 clusters Score -304146.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -304152.406250 Penalty: 2812.944580
	Iteration 16Q: 3 clusters Score -304152.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -304162.062500 Penalty: 2812.944580
	Iteration 17Q: 3 clusters Score -304162.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -304169.000000 Penalty: 2812.944580
	Iteration 18Q: 3 clusters Score -304169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -304172.281250 Penalty: 2812.944580
	Iteration 19Q: 3 clusters Score -304172.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -304173.937500 Penalty: 2812.944580
	Iteration 20F: 3 clusters Score -304173.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -304176.593750 Penalty: 2812.944580
	Iteration 21Q: 3 clusters Score -304176.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -304178.812500 Penalty: 2812.944580
	Iteration 22Q: 3 clusters Score -304178.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -304182.187500 Penalty: 2812.944580
	Iteration 23Q: 3 clusters Score -304182.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -304185.750000 Penalty: 2812.944580
	Iteration 24Q: 3 clusters Score -304185.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -304188.937500 Penalty: 2812.944580
	Iteration 25Q: 3 clusters Score -304188.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -304191.375000 Penalty: 2812.944580
	Iteration 26Q: 3 clusters Score -304191.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -304193.562500 Penalty: 2812.944580
	Iteration 27Q: 3 clusters Score -304193.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -304196.937500 Penalty: 2812.944580
	Iteration 28Q: 3 clusters Score -304196.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -304198.593750 Penalty: 2812.944580
	Iteration 29Q: 3 clusters Score -304198.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -304201.468750 Penalty: 2812.944580
	Iteration 30Q: 3 clusters Score -304201.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -304203.062500 Penalty: 2812.944580
	Iteration 31Q: 3 clusters Score -304203.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -304204.093750 Penalty: 2812.944580
	Iteration 32Q: 3 clusters Score -304204.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -304207.593750 Penalty: 2812.944580
	Iteration 33Q: 3 clusters Score -304207.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -304210.937500 Penalty: 2812.944580
	Iteration 34Q: 3 clusters Score -304210.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -304215.125000 Penalty: 2812.944580
	Iteration 35Q: 3 clusters Score -304215.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -304217.812500 Penalty: 2812.944580
	Iteration 36Q: 3 clusters Score -304217.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -304219.468750 Penalty: 2812.944580
	Iteration 37Q: 3 clusters Score -304219.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -304221.500000 Penalty: 2812.944580
	Iteration 38Q: 3 clusters Score -304221.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -304222.531250 Penalty: 2812.944580
	Iteration 39Q: 3 clusters Score -304222.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -304223.281250 Penalty: 2812.944580
	Iteration 40F: 3 clusters Score -304223.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -304222.968750 Penalty: 2812.944580
	Iteration 41Q: 3 clusters Score -304223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -304222.968750 Penalty: 2812.944580
	Iteration 42F: 3 clusters Score -304223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (59897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Entering Unmasked Estep 
Score: -3215801.750000 Penalty: 1787.562012
	Iteration 0F: 2 clusters Score -3215802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -3175862.750000 Penalty: 3575.124023
	Iteration 0F: 3 clusters Score -3175863 nChanged 28157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -3191915.750000 Penalty: 3575.124023
	Iteration 1F: 3 clusters Score -3191916 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -3192625.750000 Penalty: 3575.124023
	Iteration 2Q: 3 clusters Score -3192626 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -3193603.500000 Penalty: 3575.124023
	Iteration 3Q: 3 clusters Score -3193604 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -3195160.750000 Penalty: 3575.124023
	Iteration 4F: 3 clusters Score -3195161 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -3197637.750000 Penalty: 3575.124023
	Iteration 5F: 3 clusters Score -3197638 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -3201355.500000 Penalty: 3575.124023
	Iteration 6F: 3 clusters Score -3201356 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -3205655.500000 Penalty: 3575.124023
	Iteration 7F: 3 clusters Score -3205656 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 54917 members 
Entering Unmasked Estep 
Score: -3209540.000000 Penalty: 3575.124023
	Iteration 8F: 3 clusters Score -3209540 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 57558 members 
Entering Unmasked Estep 
Score: -3212065.500000 Penalty: 3575.124023
	Iteration 9Q: 3 clusters Score -3212066 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 58885 members 
Entering Unmasked Estep 
Score: -3213337.500000 Penalty: 3575.124023
	Iteration 10Q: 3 clusters Score -3213338 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 59412 members 
Entering Unmasked Estep 
Score: -3213838.500000 Penalty: 3575.124023
	Iteration 11Q: 3 clusters Score -3213838 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 59583 members 
Entering Unmasked Estep 
Score: -3214043.500000 Penalty: 3575.124023
	Iteration 12Q: 3 clusters Score -3214044 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 59641 members 
Entering Unmasked Estep 
Score: -3214133.500000 Penalty: 3575.124023
	Iteration 13Q: 3 clusters Score -3214134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 59663 members 
Entering Unmasked Estep 
Score: -3214169.000000 Penalty: 3575.124023
	Iteration 14Q: 3 clusters Score -3214169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 59677 members 
Entering Unmasked Estep 
Score: -3214196.750000 Penalty: 3575.124023
	Iteration 15Q: 3 clusters Score -3214197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
Score: -3214218.000000 Penalty: 3575.124023
	Iteration 16Q: 3 clusters Score -3214218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 59691 members 
Entering Unmasked Estep 
Score: -3214226.500000 Penalty: 3575.124023
	Iteration 17Q: 3 clusters Score -3214226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 59696 members 
Entering Unmasked Estep 
Score: -3214232.000000 Penalty: 3575.124023
	Iteration 18Q: 3 clusters Score -3214232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 59697 members 
Entering Unmasked Estep 
Score: -3214237.500000 Penalty: 3575.124023
	Iteration 19Q: 3 clusters Score -3214238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 59696 members 
Entering Unmasked Estep 
Score: -3214235.750000 Penalty: 3575.124023
	Iteration 20F: 3 clusters Score -3214236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 59697 members 
Entering Unmasked Estep 
Score: -3214241.000000 Penalty: 3575.124023
	Iteration 21Q: 3 clusters Score -3214241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 59698 members 
Entering Unmasked Estep 
Score: -3214241.750000 Penalty: 3575.124023
	Iteration 22Q: 3 clusters Score -3214242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 59698 members 
Entering Unmasked Estep 
Score: -3214241.750000 Penalty: 3575.124023
	Iteration 23F: 3 clusters Score -3214242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1294 members 
Mstep: Class 4 contains 31376 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 13193 members 
Mstep: Class 7 contains 39936 members 
Mstep: Class 8 contains 220201 members 
Mstep: Class 9 contains 2399 members 
Mstep: Class 10 contains 9418 members 
Mstep: Class 11 contains 9749 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76495 members 
Mstep: Class 14 contains 2156 members 
Mstep: Class 15 contains 90655 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29542 members 
Mstep: Class 18 contains 2575 members 
Mstep: Class 19 contains 10242 members 
Mstep: Class 20 contains 10755 members 
Mstep: Class 21 contains 8377 members 
Mstep: Class 22 contains 7460 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14128 members 
Mstep: Class 28 contains 8171 members 
Mstep: Class 29 contains 5740 members 
Mstep: Class 30 contains 59897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932684.000000 Penalty: 65686.531250
Iteration 159Q: 31 clusters Score -3.593268e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1293 members 
Mstep: Class 4 contains 31399 members 
Mstep: Class 5 contains 8039 members 
Mstep: Class 6 contains 13203 members 
Mstep: Class 7 contains 39977 members 
Mstep: Class 8 contains 220118 members 
Mstep: Class 9 contains 2400 members 
Mstep: Class 10 contains 9418 members 
Mstep: Class 11 contains 9749 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76502 members 
Mstep: Class 14 contains 2156 members 
Mstep: Class 15 contains 90654 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29542 members 
Mstep: Class 18 contains 2575 members 
Mstep: Class 19 contains 10241 members 
Mstep: Class 20 contains 10759 members 
Mstep: Class 21 contains 8378 members 
Mstep: Class 22 contains 7460 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 5560 members 
Mstep: Class 25 contains 28198 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14126 members 
Mstep: Class 28 contains 8171 members 
Mstep: Class 29 contains 5739 members 
Mstep: Class 30 contains 59898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932736.000000 Penalty: 65686.531250
Iteration 160F: 31 clusters Score -3.593274e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6432 members 
Mstep: Class 3 contains 1293 members 
Mstep: Class 4 contains 31425 members 
Mstep: Class 5 contains 8039 members 
Mstep: Class 6 contains 13203 members 
Mstep: Class 7 contains 40012 members 
Mstep: Class 8 contains 220049 members 
Mstep: Class 9 contains 2402 members 
Mstep: Class 10 contains 9418 members 
Mstep: Class 11 contains 9750 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76507 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90653 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29539 members 
Mstep: Class 18 contains 2575 members 
Mstep: Class 19 contains 10244 members 
Mstep: Class 20 contains 10758 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7460 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 5562 members 
Mstep: Class 25 contains 28197 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14125 members 
Mstep: Class 28 contains 8174 members 
Mstep: Class 29 contains 5738 members 
Mstep: Class 30 contains 59895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932752.000000 Penalty: 65686.531250
Iteration 161Q: 31 clusters Score -3.593275e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6433 members 
Mstep: Class 3 contains 1293 members 
Mstep: Class 4 contains 31447 members 
Mstep: Class 5 contains 8039 members 
Mstep: Class 6 contains 13207 members 
Mstep: Class 7 contains 40040 members 
Mstep: Class 8 contains 219975 members 
Mstep: Class 9 contains 2403 members 
Mstep: Class 10 contains 9418 members 
Mstep: Class 11 contains 9751 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76516 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90658 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29538 members 
Mstep: Class 18 contains 2575 members 
Mstep: Class 19 contains 10245 members 
Mstep: Class 20 contains 10763 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7461 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 5563 members 
Mstep: Class 25 contains 28197 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14125 members 
Mstep: Class 28 contains 8174 members 
Mstep: Class 29 contains 5737 members 
Mstep: Class 30 contains 59892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932796.000000 Penalty: 65686.531250
Iteration 162Q: 31 clusters Score -3.59328e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6433 members 
Mstep: Class 3 contains 1293 members 
Mstep: Class 4 contains 31467 members 
Mstep: Class 5 contains 8039 members 
Mstep: Class 6 contains 13210 members 
Mstep: Class 7 contains 40064 members 
Mstep: Class 8 contains 219911 members 
Mstep: Class 9 contains 2403 members 
Mstep: Class 10 contains 9418 members 
Mstep: Class 11 contains 9751 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76528 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90662 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29534 members 
Mstep: Class 18 contains 2575 members 
Mstep: Class 19 contains 10245 members 
Mstep: Class 20 contains 10764 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7461 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 28197 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14126 members 
Mstep: Class 28 contains 8174 members 
Mstep: Class 29 contains 5737 members 
Mstep: Class 30 contains 59892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932740.000000 Penalty: 65686.531250
Iteration 163Q: 31 clusters Score -3.593274e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6433 members 
Mstep: Class 3 contains 1293 members 
Mstep: Class 4 contains 31487 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 13215 members 
Mstep: Class 7 contains 40098 members 
Mstep: Class 8 contains 219829 members 
Mstep: Class 9 contains 2404 members 
Mstep: Class 10 contains 9418 members 
Mstep: Class 11 contains 9751 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76543 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90666 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29532 members 
Mstep: Class 18 contains 2575 members 
Mstep: Class 19 contains 10244 members 
Mstep: Class 20 contains 10768 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7461 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 5568 members 
Mstep: Class 25 contains 28197 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14125 members 
Mstep: Class 28 contains 8174 members 
Mstep: Class 29 contains 5737 members 
Mstep: Class 30 contains 59892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932692.000000 Penalty: 65686.531250
Iteration 164Q: 31 clusters Score -3.593269e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6433 members 
Mstep: Class 3 contains 1293 members 
Mstep: Class 4 contains 31511 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 13216 members 
Mstep: Class 7 contains 40132 members 
Mstep: Class 8 contains 219743 members 
Mstep: Class 9 contains 2405 members 
Mstep: Class 10 contains 9419 members 
Mstep: Class 11 contains 9752 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76560 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90671 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29530 members 
Mstep: Class 18 contains 2575 members 
Mstep: Class 19 contains 10244 members 
Mstep: Class 20 contains 10771 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7461 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 28197 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14122 members 
Mstep: Class 28 contains 8174 members 
Mstep: Class 29 contains 5737 members 
Mstep: Class 30 contains 59892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932660.000000 Penalty: 65686.531250
Iteration 165Q: 31 clusters Score -3.593266e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6433 members 
Mstep: Class 3 contains 1293 members 
Mstep: Class 4 contains 31534 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 13218 members 
Mstep: Class 7 contains 40155 members 
Mstep: Class 8 contains 219674 members 
Mstep: Class 9 contains 2407 members 
Mstep: Class 10 contains 9419 members 
Mstep: Class 11 contains 9756 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76564 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90674 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29528 members 
Mstep: Class 18 contains 2575 members 
Mstep: Class 19 contains 10244 members 
Mstep: Class 20 contains 10777 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7461 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 28197 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14124 members 
Mstep: Class 28 contains 8174 members 
Mstep: Class 29 contains 5737 members 
Mstep: Class 30 contains 59892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932712.000000 Penalty: 65686.531250
Iteration 166Q: 31 clusters Score -3.593271e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6433 members 
Mstep: Class 3 contains 1292 members 
Mstep: Class 4 contains 31551 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 13221 members 
Mstep: Class 7 contains 40178 members 
Mstep: Class 8 contains 219610 members 
Mstep: Class 9 contains 2409 members 
Mstep: Class 10 contains 9419 members 
Mstep: Class 11 contains 9759 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76576 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90679 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29522 members 
Mstep: Class 18 contains 2575 members 
Mstep: Class 19 contains 10244 members 
Mstep: Class 20 contains 10780 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7461 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 28197 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14125 members 
Mstep: Class 28 contains 8174 members 
Mstep: Class 29 contains 5737 members 
Mstep: Class 30 contains 59892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932768.000000 Penalty: 65686.531250
Iteration 167Q: 31 clusters Score -3.593277e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6433 members 
Mstep: Class 3 contains 1292 members 
Mstep: Class 4 contains 31563 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 13227 members 
Mstep: Class 7 contains 40203 members 
Mstep: Class 8 contains 219540 members 
Mstep: Class 9 contains 2411 members 
Mstep: Class 10 contains 9419 members 
Mstep: Class 11 contains 9762 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76587 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90680 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29522 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 10246 members 
Mstep: Class 20 contains 10784 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7461 members 
Mstep: Class 23 contains 2339 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 28197 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14126 members 
Mstep: Class 28 contains 8174 members 
Mstep: Class 29 contains 5737 members 
Mstep: Class 30 contains 59892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932740.000000 Penalty: 65686.531250
Iteration 168Q: 31 clusters Score -3.593274e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6433 members 
Mstep: Class 3 contains 1291 members 
Mstep: Class 4 contains 31582 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13233 members 
Mstep: Class 7 contains 40233 members 
Mstep: Class 8 contains 219465 members 
Mstep: Class 9 contains 2412 members 
Mstep: Class 10 contains 9419 members 
Mstep: Class 11 contains 9761 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76600 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90683 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29521 members 
Mstep: Class 18 contains 2577 members 
Mstep: Class 19 contains 10246 members 
Mstep: Class 20 contains 10791 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7461 members 
Mstep: Class 23 contains 2339 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 28197 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14124 members 
Mstep: Class 28 contains 8174 members 
Mstep: Class 29 contains 5737 members 
Mstep: Class 30 contains 59892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932760.000000 Penalty: 65686.531250
Iteration 169Q: 31 clusters Score -3.593276e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6433 members 
Mstep: Class 3 contains 1289 members 
Mstep: Class 4 contains 31605 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13241 members 
Mstep: Class 7 contains 40260 members 
Mstep: Class 8 contains 219395 members 
Mstep: Class 9 contains 2414 members 
Mstep: Class 10 contains 9418 members 
Mstep: Class 11 contains 9764 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76606 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90681 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29520 members 
Mstep: Class 18 contains 2579 members 
Mstep: Class 19 contains 10246 members 
Mstep: Class 20 contains 10797 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7461 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 28197 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14122 members 
Mstep: Class 28 contains 8175 members 
Mstep: Class 29 contains 5737 members 
Mstep: Class 30 contains 59892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932748.000000 Penalty: 65686.531250
Iteration 170Q: 31 clusters Score -3.593275e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6433 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 4 contains 31630 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13244 members 
Mstep: Class 7 contains 40281 members 
Mstep: Class 8 contains 219332 members 
Mstep: Class 9 contains 2417 members 
Mstep: Class 10 contains 9419 members 
Mstep: Class 11 contains 9765 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76617 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90679 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29521 members 
Mstep: Class 18 contains 2579 members 
Mstep: Class 19 contains 10245 members 
Mstep: Class 20 contains 10800 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7461 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 28197 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14120 members 
Mstep: Class 28 contains 8177 members 
Mstep: Class 29 contains 5737 members 
Mstep: Class 30 contains 59892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932772.000000 Penalty: 65686.531250
Iteration 171Q: 31 clusters Score -3.593277e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6432 members 
Mstep: Class 3 contains 1284 members 
Mstep: Class 4 contains 31658 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13248 members 
Mstep: Class 7 contains 40314 members 
Mstep: Class 8 contains 219259 members 
Mstep: Class 9 contains 2418 members 
Mstep: Class 10 contains 9420 members 
Mstep: Class 11 contains 9765 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76627 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90673 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29522 members 
Mstep: Class 18 contains 2579 members 
Mstep: Class 19 contains 10246 members 
Mstep: Class 20 contains 10800 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7462 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 28196 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14120 members 
Mstep: Class 28 contains 8179 members 
Mstep: Class 29 contains 5738 members 
Mstep: Class 30 contains 59891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932796.000000 Penalty: 65686.531250
Iteration 172Q: 31 clusters Score -3.59328e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1283 members 
Mstep: Class 4 contains 31678 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13254 members 
Mstep: Class 7 contains 40352 members 
Mstep: Class 8 contains 219178 members 
Mstep: Class 9 contains 2419 members 
Mstep: Class 10 contains 9420 members 
Mstep: Class 11 contains 9765 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76636 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90670 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29522 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 10246 members 
Mstep: Class 20 contains 10808 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7462 members 
Mstep: Class 23 contains 2339 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 28196 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14120 members 
Mstep: Class 28 contains 8181 members 
Mstep: Class 29 contains 5738 members 
Mstep: Class 30 contains 59891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932808.000000 Penalty: 65686.531250
Iteration 173Q: 31 clusters Score -3.593281e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1282 members 
Mstep: Class 4 contains 31699 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 13265 members 
Mstep: Class 7 contains 40384 members 
Mstep: Class 8 contains 219092 members 
Mstep: Class 9 contains 2420 members 
Mstep: Class 10 contains 9421 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76647 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90669 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29520 members 
Mstep: Class 18 contains 2579 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10817 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7462 members 
Mstep: Class 23 contains 2339 members 
Mstep: Class 24 contains 5578 members 
Mstep: Class 25 contains 28197 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14120 members 
Mstep: Class 28 contains 8182 members 
Mstep: Class 29 contains 5738 members 
Mstep: Class 30 contains 59890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932872.000000 Penalty: 65686.531250
Iteration 174Q: 31 clusters Score -3.593287e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1281 members 
Mstep: Class 4 contains 31727 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 13268 members 
Mstep: Class 7 contains 40411 members 
Mstep: Class 8 contains 219021 members 
Mstep: Class 9 contains 2421 members 
Mstep: Class 10 contains 9423 members 
Mstep: Class 11 contains 9768 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76656 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90669 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29517 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 20 contains 10820 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7462 members 
Mstep: Class 23 contains 2339 members 
Mstep: Class 24 contains 5579 members 
Mstep: Class 25 contains 28198 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14119 members 
Mstep: Class 28 contains 8183 members 
Mstep: Class 29 contains 5738 members 
Mstep: Class 30 contains 59888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932852.000000 Penalty: 65686.531250
Iteration 175Q: 31 clusters Score -3.593285e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 31742 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13279 members 
Mstep: Class 7 contains 40436 members 
Mstep: Class 8 contains 218956 members 
Mstep: Class 9 contains 2423 members 
Mstep: Class 10 contains 9423 members 
Mstep: Class 11 contains 9769 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76661 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90672 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29517 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 20 contains 10821 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7462 members 
Mstep: Class 23 contains 2339 members 
Mstep: Class 24 contains 5581 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14117 members 
Mstep: Class 28 contains 8184 members 
Mstep: Class 29 contains 5738 members 
Mstep: Class 30 contains 59888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932816.000000 Penalty: 65686.531250
Iteration 176Q: 31 clusters Score -3.593282e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 31757 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13290 members 
Mstep: Class 7 contains 40464 members 
Mstep: Class 8 contains 218883 members 
Mstep: Class 9 contains 2426 members 
Mstep: Class 10 contains 9424 members 
Mstep: Class 11 contains 9773 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76662 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90672 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29518 members 
Mstep: Class 18 contains 2579 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 20 contains 10827 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7462 members 
Mstep: Class 23 contains 2338 members 
Mstep: Class 24 contains 5582 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14119 members 
Mstep: Class 28 contains 8185 members 
Mstep: Class 29 contains 5739 members 
Mstep: Class 30 contains 59888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932800.000000 Penalty: 65686.531250
Iteration 177Q: 31 clusters Score -3.59328e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 31771 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13295 members 
Mstep: Class 7 contains 40494 members 
Mstep: Class 8 contains 218808 members 
Mstep: Class 9 contains 2427 members 
Mstep: Class 10 contains 9426 members 
Mstep: Class 11 contains 9774 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76667 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90676 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29518 members 
Mstep: Class 18 contains 2579 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 20 contains 10838 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7462 members 
Mstep: Class 23 contains 2337 members 
Mstep: Class 24 contains 5582 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14120 members 
Mstep: Class 28 contains 8188 members 
Mstep: Class 29 contains 5738 members 
Mstep: Class 30 contains 59888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932740.000000 Penalty: 65686.531250
Iteration 178Q: 31 clusters Score -3.593274e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 31782 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13298 members 
Mstep: Class 7 contains 40527 members 
Mstep: Class 8 contains 218737 members 
Mstep: Class 9 contains 2428 members 
Mstep: Class 10 contains 9427 members 
Mstep: Class 11 contains 9777 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76672 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90679 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29515 members 
Mstep: Class 18 contains 2579 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 20 contains 10847 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7462 members 
Mstep: Class 23 contains 2337 members 
Mstep: Class 24 contains 5582 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14121 members 
Mstep: Class 28 contains 8193 members 
Mstep: Class 29 contains 5738 members 
Mstep: Class 30 contains 59887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932776.000000 Penalty: 65686.531250
Iteration 179Q: 31 clusters Score -3.593278e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 31799 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13299 members 
Mstep: Class 7 contains 40555 members 
Mstep: Class 8 contains 218667 members 
Mstep: Class 9 contains 2427 members 
Mstep: Class 10 contains 9427 members 
Mstep: Class 11 contains 9781 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76680 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90678 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29514 members 
Mstep: Class 18 contains 2579 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 20 contains 10855 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7463 members 
Mstep: Class 23 contains 2337 members 
Mstep: Class 24 contains 5583 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14123 members 
Mstep: Class 28 contains 8196 members 
Mstep: Class 29 contains 5738 members 
Mstep: Class 30 contains 59887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932796.000000 Penalty: 65686.531250
Iteration 180F: 31 clusters Score -3.59328e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 31816 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 13300 members 
Mstep: Class 7 contains 40601 members 
Mstep: Class 8 contains 218592 members 
Mstep: Class 9 contains 2426 members 
Mstep: Class 10 contains 9427 members 
Mstep: Class 11 contains 9786 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76686 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90676 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29509 members 
Mstep: Class 18 contains 2579 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 20 contains 10858 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7464 members 
Mstep: Class 23 contains 2337 members 
Mstep: Class 24 contains 5585 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14125 members 
Mstep: Class 28 contains 8197 members 
Mstep: Class 29 contains 5738 members 
Mstep: Class 30 contains 59887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932808.000000 Penalty: 65686.531250
Iteration 181Q: 31 clusters Score -3.593281e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 31827 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13306 members 
Mstep: Class 7 contains 40624 members 
Mstep: Class 8 contains 218515 members 
Mstep: Class 9 contains 2426 members 
Mstep: Class 10 contains 9429 members 
Mstep: Class 11 contains 9788 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76698 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90680 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29507 members 
Mstep: Class 18 contains 2579 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10871 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7464 members 
Mstep: Class 23 contains 2336 members 
Mstep: Class 24 contains 5587 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14126 members 
Mstep: Class 28 contains 8200 members 
Mstep: Class 29 contains 5739 members 
Mstep: Class 30 contains 59887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932780.000000 Penalty: 65686.531250
Iteration 182Q: 31 clusters Score -3.593278e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 31847 members 
Mstep: Class 5 contains 8039 members 
Mstep: Class 6 contains 13309 members 
Mstep: Class 7 contains 40643 members 
Mstep: Class 8 contains 218455 members 
Mstep: Class 9 contains 2427 members 
Mstep: Class 10 contains 9431 members 
Mstep: Class 11 contains 9791 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76707 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90677 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29506 members 
Mstep: Class 18 contains 2579 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10881 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7464 members 
Mstep: Class 23 contains 2334 members 
Mstep: Class 24 contains 5590 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14125 members 
Mstep: Class 28 contains 8200 members 
Mstep: Class 29 contains 5738 members 
Mstep: Class 30 contains 59887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932800.000000 Penalty: 65686.531250
Iteration 183Q: 31 clusters Score -3.59328e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 31864 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 13311 members 
Mstep: Class 7 contains 40667 members 
Mstep: Class 8 contains 218391 members 
Mstep: Class 9 contains 2431 members 
Mstep: Class 10 contains 9430 members 
Mstep: Class 11 contains 9795 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76716 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90673 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29503 members 
Mstep: Class 18 contains 2581 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10891 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7464 members 
Mstep: Class 23 contains 2331 members 
Mstep: Class 24 contains 5592 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14125 members 
Mstep: Class 28 contains 8200 members 
Mstep: Class 29 contains 5738 members 
Mstep: Class 30 contains 59887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932856.000000 Penalty: 65686.531250
Iteration 184Q: 31 clusters Score -3.593286e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 31877 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 13315 members 
Mstep: Class 7 contains 40686 members 
Mstep: Class 8 contains 218339 members 
Mstep: Class 9 contains 2432 members 
Mstep: Class 10 contains 9430 members 
Mstep: Class 11 contains 9802 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76725 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90671 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29499 members 
Mstep: Class 18 contains 2581 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10896 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7464 members 
Mstep: Class 23 contains 2330 members 
Mstep: Class 24 contains 5593 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14125 members 
Mstep: Class 28 contains 8200 members 
Mstep: Class 29 contains 5738 members 
Mstep: Class 30 contains 59887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932860.000000 Penalty: 65686.531250
Iteration 185Q: 31 clusters Score -3.593286e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 31897 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 13318 members 
Mstep: Class 7 contains 40704 members 
Mstep: Class 8 contains 218286 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 9430 members 
Mstep: Class 11 contains 9805 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76732 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90669 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29498 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10899 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7464 members 
Mstep: Class 23 contains 2328 members 
Mstep: Class 24 contains 5593 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14125 members 
Mstep: Class 28 contains 8202 members 
Mstep: Class 29 contains 5738 members 
Mstep: Class 30 contains 59887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932904.000000 Penalty: 65686.531250
Iteration 186Q: 31 clusters Score -3.59329e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 31917 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 13322 members 
Mstep: Class 7 contains 40725 members 
Mstep: Class 8 contains 218224 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 9430 members 
Mstep: Class 11 contains 9813 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76734 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90668 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29496 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10905 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7465 members 
Mstep: Class 23 contains 2328 members 
Mstep: Class 24 contains 5595 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14125 members 
Mstep: Class 28 contains 8203 members 
Mstep: Class 29 contains 5738 members 
Mstep: Class 30 contains 59887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932888.000000 Penalty: 65686.531250
Iteration 187Q: 31 clusters Score -3.593289e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 31946 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 13323 members 
Mstep: Class 7 contains 40751 members 
Mstep: Class 8 contains 218151 members 
Mstep: Class 9 contains 2433 members 
Mstep: Class 10 contains 9432 members 
Mstep: Class 11 contains 9817 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76738 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90666 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29495 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10911 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7466 members 
Mstep: Class 23 contains 2328 members 
Mstep: Class 24 contains 5596 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14126 members 
Mstep: Class 28 contains 8204 members 
Mstep: Class 29 contains 5738 members 
Mstep: Class 30 contains 59887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933000.000000 Penalty: 65686.531250
Iteration 188Q: 31 clusters Score -3.5933e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 31973 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 13326 members 
Mstep: Class 7 contains 40778 members 
Mstep: Class 8 contains 218092 members 
Mstep: Class 9 contains 2434 members 
Mstep: Class 10 contains 9436 members 
Mstep: Class 11 contains 9823 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76741 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90661 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29485 members 
Mstep: Class 18 contains 2581 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10912 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7466 members 
Mstep: Class 23 contains 2328 members 
Mstep: Class 24 contains 5597 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14126 members 
Mstep: Class 28 contains 8206 members 
Mstep: Class 29 contains 5738 members 
Mstep: Class 30 contains 59887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933012.000000 Penalty: 65686.531250
Iteration 189Q: 31 clusters Score -3.593301e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 31996 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 13325 members 
Mstep: Class 7 contains 40802 members 
Mstep: Class 8 contains 218034 members 
Mstep: Class 9 contains 2438 members 
Mstep: Class 10 contains 9438 members 
Mstep: Class 11 contains 9827 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76750 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90659 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29482 members 
Mstep: Class 18 contains 2581 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10908 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7466 members 
Mstep: Class 23 contains 2328 members 
Mstep: Class 24 contains 5598 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14127 members 
Mstep: Class 28 contains 8207 members 
Mstep: Class 29 contains 5737 members 
Mstep: Class 30 contains 59887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933004.000000 Penalty: 65686.531250
Iteration 190Q: 31 clusters Score -3.5933e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32018 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 13326 members 
Mstep: Class 7 contains 40824 members 
Mstep: Class 8 contains 217981 members 
Mstep: Class 9 contains 2439 members 
Mstep: Class 10 contains 9440 members 
Mstep: Class 11 contains 9831 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76755 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90655 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29482 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10906 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7466 members 
Mstep: Class 23 contains 2328 members 
Mstep: Class 24 contains 5599 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14128 members 
Mstep: Class 28 contains 8208 members 
Mstep: Class 29 contains 5737 members 
Mstep: Class 30 contains 59887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932976.000000 Penalty: 65686.531250
Iteration 191Q: 31 clusters Score -3.593298e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32041 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 13331 members 
Mstep: Class 7 contains 40837 members 
Mstep: Class 8 contains 217931 members 
Mstep: Class 9 contains 2439 members 
Mstep: Class 10 contains 9441 members 
Mstep: Class 11 contains 9833 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76767 members 
Mstep: Class 14 contains 2156 members 
Mstep: Class 15 contains 90653 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29479 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10905 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7466 members 
Mstep: Class 23 contains 2328 members 
Mstep: Class 24 contains 5599 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14129 members 
Mstep: Class 28 contains 8209 members 
Mstep: Class 29 contains 5737 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932940.000000 Penalty: 65686.531250
Iteration 192Q: 31 clusters Score -3.593294e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32057 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 13334 members 
Mstep: Class 7 contains 40858 members 
Mstep: Class 8 contains 217878 members 
Mstep: Class 9 contains 2440 members 
Mstep: Class 10 contains 9443 members 
Mstep: Class 11 contains 9838 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76779 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90651 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29473 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10905 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7466 members 
Mstep: Class 23 contains 2328 members 
Mstep: Class 24 contains 5599 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14129 members 
Mstep: Class 28 contains 8210 members 
Mstep: Class 29 contains 5737 members 
Mstep: Class 30 contains 59885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932908.000000 Penalty: 65686.531250
Iteration 193Q: 31 clusters Score -3.593291e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32076 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 13332 members 
Mstep: Class 7 contains 40881 members 
Mstep: Class 8 contains 217820 members 
Mstep: Class 9 contains 2440 members 
Mstep: Class 10 contains 9446 members 
Mstep: Class 11 contains 9843 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76782 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90652 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29470 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10909 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7466 members 
Mstep: Class 23 contains 2328 members 
Mstep: Class 24 contains 5601 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14131 members 
Mstep: Class 28 contains 8210 members 
Mstep: Class 29 contains 5738 members 
Mstep: Class 30 contains 59885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932864.000000 Penalty: 65686.531250
Iteration 194Q: 31 clusters Score -3.593286e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32094 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 13326 members 
Mstep: Class 7 contains 40896 members 
Mstep: Class 8 contains 217773 members 
Mstep: Class 9 contains 2441 members 
Mstep: Class 10 contains 9446 members 
Mstep: Class 11 contains 9852 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76788 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90650 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29467 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10917 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7466 members 
Mstep: Class 23 contains 2328 members 
Mstep: Class 24 contains 5602 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14131 members 
Mstep: Class 28 contains 8210 members 
Mstep: Class 29 contains 5738 members 
Mstep: Class 30 contains 59885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932884.000000 Penalty: 65686.531250
Iteration 195Q: 31 clusters Score -3.593288e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32108 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 40914 members 
Mstep: Class 8 contains 217725 members 
Mstep: Class 9 contains 2442 members 
Mstep: Class 10 contains 9448 members 
Mstep: Class 11 contains 9854 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76795 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90650 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29463 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10926 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7466 members 
Mstep: Class 23 contains 2328 members 
Mstep: Class 24 contains 5603 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14131 members 
Mstep: Class 28 contains 8210 members 
Mstep: Class 29 contains 5738 members 
Mstep: Class 30 contains 59885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932924.000000 Penalty: 65686.531250
Iteration 196Q: 31 clusters Score -3.593292e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32122 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 13329 members 
Mstep: Class 7 contains 40940 members 
Mstep: Class 8 contains 217671 members 
Mstep: Class 9 contains 2445 members 
Mstep: Class 10 contains 9448 members 
Mstep: Class 11 contains 9855 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76798 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90648 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29456 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10933 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7466 members 
Mstep: Class 23 contains 2327 members 
Mstep: Class 24 contains 5605 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14135 members 
Mstep: Class 28 contains 8210 members 
Mstep: Class 29 contains 5737 members 
Mstep: Class 30 contains 59885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932860.000000 Penalty: 65686.531250
Iteration 197Q: 31 clusters Score -3.593286e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32132 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13332 members 
Mstep: Class 7 contains 40966 members 
Mstep: Class 8 contains 217623 members 
Mstep: Class 9 contains 2448 members 
Mstep: Class 10 contains 9449 members 
Mstep: Class 11 contains 9858 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76799 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90646 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29452 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 20 contains 10938 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7466 members 
Mstep: Class 23 contains 2326 members 
Mstep: Class 24 contains 5606 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14137 members 
Mstep: Class 28 contains 8210 members 
Mstep: Class 29 contains 5735 members 
Mstep: Class 30 contains 59885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932812.000000 Penalty: 65686.531250
Iteration 198Q: 31 clusters Score -3.593281e+07 nChanged 92
Entering ConstructFrom: 
Score: -35932812.000000 Penalty: 65686.531250
Entering ConstructFrom: 
Trying to split cluster 1 (3207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Entering Unmasked Estep 
Score: -163978.718750 Penalty: 1311.877319
	Iteration 0F: 2 clusters Score -163978.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -161180.703125 Penalty: 2623.754639
	Iteration 0F: 3 clusters Score -161180.7 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -161845.062500 Penalty: 2623.754639
	Iteration 1F: 3 clusters Score -161845.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -161960.562500 Penalty: 2623.754639
	Iteration 2F: 3 clusters Score -161960.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -162032.593750 Penalty: 2623.754639
	Iteration 3Q: 3 clusters Score -162032.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -162088.578125 Penalty: 2623.754639
	Iteration 4Q: 3 clusters Score -162088.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -162134.812500 Penalty: 2623.754639
	Iteration 5Q: 3 clusters Score -162134.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -162173.875000 Penalty: 2623.754639
	Iteration 6Q: 3 clusters Score -162173.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -162223.093750 Penalty: 2623.754639
	Iteration 7Q: 3 clusters Score -162223.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -162277.250000 Penalty: 2623.754639
	Iteration 8Q: 3 clusters Score -162277.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -162355.328125 Penalty: 2623.754639
	Iteration 9Q: 3 clusters Score -162355.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -162467.062500 Penalty: 2623.754639
	Iteration 10Q: 3 clusters Score -162467.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -162609.468750 Penalty: 2623.754639
	Iteration 11Q: 3 clusters Score -162609.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -162743.171875 Penalty: 2623.754639
	Iteration 12Q: 3 clusters Score -162743.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -162843.093750 Penalty: 2623.754639
	Iteration 13Q: 3 clusters Score -162843.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -162920.906250 Penalty: 2623.754639
	Iteration 14Q: 3 clusters Score -162920.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -162976.843750 Penalty: 2623.754639
	Iteration 15Q: 3 clusters Score -162976.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -163009.171875 Penalty: 2623.754639
	Iteration 16Q: 3 clusters Score -163009.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -163035.312500 Penalty: 2623.754639
	Iteration 17Q: 3 clusters Score -163035.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -163055.687500 Penalty: 2623.754639
	Iteration 18Q: 3 clusters Score -163055.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -163063.484375 Penalty: 2623.754639
	Iteration 19Q: 3 clusters Score -163063.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -163070.734375 Penalty: 2623.754639
	Iteration 20F: 3 clusters Score -163070.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -163072.265625 Penalty: 2623.754639
	Iteration 21Q: 3 clusters Score -163072.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -163074.875000 Penalty: 2623.754639
	Iteration 22Q: 3 clusters Score -163074.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -163078.406250 Penalty: 2623.754639
	Iteration 23Q: 3 clusters Score -163078.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -163081.625000 Penalty: 2623.754639
	Iteration 24Q: 3 clusters Score -163081.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -163085.531250 Penalty: 2623.754639
	Iteration 25Q: 3 clusters Score -163085.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -163088.281250 Penalty: 2623.754639
	Iteration 26Q: 3 clusters Score -163088.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -163092.125000 Penalty: 2623.754639
	Iteration 27Q: 3 clusters Score -163092.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -163095.343750 Penalty: 2623.754639
	Iteration 28Q: 3 clusters Score -163095.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -163096.484375 Penalty: 2623.754639
	Iteration 29Q: 3 clusters Score -163096.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -163097.109375 Penalty: 2623.754639
	Iteration 30Q: 3 clusters Score -163097.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -163098.218750 Penalty: 2623.754639
	Iteration 31Q: 3 clusters Score -163098.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -163098.265625 Penalty: 2623.754639
	Iteration 32Q: 3 clusters Score -163098.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -163098.953125 Penalty: 2623.754639
	Iteration 33Q: 3 clusters Score -163099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -163099.921875 Penalty: 2623.754639
	Iteration 34Q: 3 clusters Score -163099.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -163100.500000 Penalty: 2623.754639
	Iteration 35Q: 3 clusters Score -163100.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -163103.156250 Penalty: 2623.754639
	Iteration 36Q: 3 clusters Score -163103.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -163104.078125 Penalty: 2623.754639
	Iteration 37Q: 3 clusters Score -163104.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -163105.281250 Penalty: 2623.754639
	Iteration 38Q: 3 clusters Score -163105.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -163106.562500 Penalty: 2623.754639
	Iteration 39Q: 3 clusters Score -163106.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -163106.562500 Penalty: 2623.754639
	Iteration 40F: 3 clusters Score -163106.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Entering Unmasked Estep 
Score: -337824.968750 Penalty: 1424.943970
	Iteration 0F: 2 clusters Score -337825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -332965.968750 Penalty: 2849.887939
	Iteration 0F: 3 clusters Score -332966 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -334398.843750 Penalty: 2849.887939
	Iteration 1F: 3 clusters Score -334398.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -334600.687500 Penalty: 2849.887939
	Iteration 2F: 3 clusters Score -334600.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -334770.281250 Penalty: 2849.887939
	Iteration 3F: 3 clusters Score -334770.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -334931.062500 Penalty: 2849.887939
	Iteration 4Q: 3 clusters Score -334931.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -335081.031250 Penalty: 2849.887939
	Iteration 5Q: 3 clusters Score -335081 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -335231.156250 Penalty: 2849.887939
	Iteration 6Q: 3 clusters Score -335231.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -335346.875000 Penalty: 2849.887939
	Iteration 7Q: 3 clusters Score -335346.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -335441.093750 Penalty: 2849.887939
	Iteration 8Q: 3 clusters Score -335441.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -335518.375000 Penalty: 2849.887939
	Iteration 9Q: 3 clusters Score -335518.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -335567.906250 Penalty: 2849.887939
	Iteration 10Q: 3 clusters Score -335567.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -335609.062500 Penalty: 2849.887939
	Iteration 11Q: 3 clusters Score -335609.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -335641.312500 Penalty: 2849.887939
	Iteration 12Q: 3 clusters Score -335641.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -335672.093750 Penalty: 2849.887939
	Iteration 13Q: 3 clusters Score -335672.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -335697.937500 Penalty: 2849.887939
	Iteration 14Q: 3 clusters Score -335697.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -335719.500000 Penalty: 2849.887939
	Iteration 15Q: 3 clusters Score -335719.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -335737.937500 Penalty: 2849.887939
	Iteration 16Q: 3 clusters Score -335737.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -335751.468750 Penalty: 2849.887939
	Iteration 17Q: 3 clusters Score -335751.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -335762.468750 Penalty: 2849.887939
	Iteration 18Q: 3 clusters Score -335762.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -335769.468750 Penalty: 2849.887939
	Iteration 19Q: 3 clusters Score -335769.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -335774.000000 Penalty: 2849.887939
	Iteration 20F: 3 clusters Score -335774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -335777.875000 Penalty: 2849.887939
	Iteration 21Q: 3 clusters Score -335777.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -335780.250000 Penalty: 2849.887939
	Iteration 22Q: 3 clusters Score -335780.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -335784.437500 Penalty: 2849.887939
	Iteration 23Q: 3 clusters Score -335784.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -335786.562500 Penalty: 2849.887939
	Iteration 24Q: 3 clusters Score -335786.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -335787.531250 Penalty: 2849.887939
	Iteration 25Q: 3 clusters Score -335787.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -335790.093750 Penalty: 2849.887939
	Iteration 26Q: 3 clusters Score -335790.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -335790.156250 Penalty: 2849.887939
	Iteration 27Q: 3 clusters Score -335790.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -335791.750000 Penalty: 2849.887939
	Iteration 28Q: 3 clusters Score -335791.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -335793.250000 Penalty: 2849.887939
	Iteration 29Q: 3 clusters Score -335793.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -335793.906250 Penalty: 2849.887939
	Iteration 30Q: 3 clusters Score -335793.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -335793.656250 Penalty: 2849.887939
	Iteration 31Q: 3 clusters Score -335793.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -335795.468750 Penalty: 2849.887939
	Iteration 32Q: 3 clusters Score -335795.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -335798.156250 Penalty: 2849.887939
	Iteration 33Q: 3 clusters Score -335798.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -335799.281250 Penalty: 2849.887939
	Iteration 34Q: 3 clusters Score -335799.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -335802.093750 Penalty: 2849.887939
	Iteration 35Q: 3 clusters Score -335802.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -335803.218750 Penalty: 2849.887939
	Iteration 36Q: 3 clusters Score -335803.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -335805.468750 Penalty: 2849.887939
	Iteration 37Q: 3 clusters Score -335805.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -335807.562500 Penalty: 2849.887939
	Iteration 38Q: 3 clusters Score -335807.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -335809.031250 Penalty: 2849.887939
	Iteration 39Q: 3 clusters Score -335809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -335811.125000 Penalty: 2849.887939
	Iteration 40F: 3 clusters Score -335811.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -335812.406250 Penalty: 2849.887939
	Iteration 41Q: 3 clusters Score -335812.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -335813.875000 Penalty: 2849.887939
	Iteration 42Q: 3 clusters Score -335813.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -335814.875000 Penalty: 2849.887939
	Iteration 43Q: 3 clusters Score -335814.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -335815.906250 Penalty: 2849.887939
	Iteration 44Q: 3 clusters Score -335815.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -335817.562500 Penalty: 2849.887939
	Iteration 45Q: 3 clusters Score -335817.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -335821.718750 Penalty: 2849.887939
	Iteration 46Q: 3 clusters Score -335821.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -335824.187500 Penalty: 2849.887939
	Iteration 47Q: 3 clusters Score -335824.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -335825.500000 Penalty: 2849.887939
	Iteration 48Q: 3 clusters Score -335825.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -335827.406250 Penalty: 2849.887939
	Iteration 49Q: 3 clusters Score -335827.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -335828.000000 Penalty: 2849.887939
	Iteration 50Q: 3 clusters Score -335828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -335829.687500 Penalty: 2849.887939
	Iteration 51Q: 3 clusters Score -335829.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -335829.656250 Penalty: 2849.887939
	Iteration 52Q: 3 clusters Score -335829.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -335832.093750 Penalty: 2849.887939
	Iteration 53Q: 3 clusters Score -335832.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -335832.312500 Penalty: 2849.887939
	Iteration 54Q: 3 clusters Score -335832.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -335833.406250 Penalty: 2849.887939
	Iteration 55Q: 3 clusters Score -335833.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -335835.062500 Penalty: 2849.887939
	Iteration 56Q: 3 clusters Score -335835.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -335837.125000 Penalty: 2849.887939
	Iteration 57Q: 3 clusters Score -335837.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -335839.312500 Penalty: 2849.887939
	Iteration 58Q: 3 clusters Score -335839.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -335842.750000 Penalty: 2849.887939
	Iteration 59Q: 3 clusters Score -335842.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -335844.468750 Penalty: 2849.887939
	Iteration 60F: 3 clusters Score -335844.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -335847.437500 Penalty: 2849.887939
	Iteration 61Q: 3 clusters Score -335847.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -335849.406250 Penalty: 2849.887939
	Iteration 62Q: 3 clusters Score -335849.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -335850.968750 Penalty: 2849.887939
	Iteration 63Q: 3 clusters Score -335851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -335853.250000 Penalty: 2849.887939
	Iteration 64Q: 3 clusters Score -335853.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -335856.468750 Penalty: 2849.887939
	Iteration 65Q: 3 clusters Score -335856.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -335860.250000 Penalty: 2849.887939
	Iteration 66Q: 3 clusters Score -335860.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -335864.812500 Penalty: 2849.887939
	Iteration 67Q: 3 clusters Score -335864.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -335867.750000 Penalty: 2849.887939
	Iteration 68Q: 3 clusters Score -335867.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -335869.281250 Penalty: 2849.887939
	Iteration 69Q: 3 clusters Score -335869.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -335870.875000 Penalty: 2849.887939
	Iteration 70Q: 3 clusters Score -335870.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -335873.187500 Penalty: 2849.887939
	Iteration 71Q: 3 clusters Score -335873.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -335874.875000 Penalty: 2849.887939
	Iteration 72Q: 3 clusters Score -335874.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -335875.937500 Penalty: 2849.887939
	Iteration 73Q: 3 clusters Score -335875.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -335877.593750 Penalty: 2849.887939
	Iteration 74Q: 3 clusters Score -335877.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -335879.562500 Penalty: 2849.887939
	Iteration 75Q: 3 clusters Score -335879.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -335881.125000 Penalty: 2849.887939
	Iteration 76Q: 3 clusters Score -335881.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -335882.218750 Penalty: 2849.887939
	Iteration 77Q: 3 clusters Score -335882.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -335883.093750 Penalty: 2849.887939
	Iteration 78Q: 3 clusters Score -335883.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -335883.843750 Penalty: 2849.887939
	Iteration 79Q: 3 clusters Score -335883.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -335884.437500 Penalty: 2849.887939
	Iteration 80F: 3 clusters Score -335884.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -335885.750000 Penalty: 2849.887939
	Iteration 81Q: 3 clusters Score -335885.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -335886.875000 Penalty: 2849.887939
	Iteration 82Q: 3 clusters Score -335886.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -335888.812500 Penalty: 2849.887939
	Iteration 83Q: 3 clusters Score -335888.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -335891.093750 Penalty: 2849.887939
	Iteration 84Q: 3 clusters Score -335891.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -335894.062500 Penalty: 2849.887939
	Iteration 85Q: 3 clusters Score -335894.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -335895.343750 Penalty: 2849.887939
	Iteration 86Q: 3 clusters Score -335895.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -335897.312500 Penalty: 2849.887939
	Iteration 87Q: 3 clusters Score -335897.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -335900.093750 Penalty: 2849.887939
	Iteration 88Q: 3 clusters Score -335900.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -335903.375000 Penalty: 2849.887939
	Iteration 89Q: 3 clusters Score -335903.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -335903.625000 Penalty: 2849.887939
	Iteration 90Q: 3 clusters Score -335903.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -335904.937500 Penalty: 2849.887939
	Iteration 91Q: 3 clusters Score -335904.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -335906.875000 Penalty: 2849.887939
	Iteration 92Q: 3 clusters Score -335906.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -335910.656250 Penalty: 2849.887939
	Iteration 93Q: 3 clusters Score -335910.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -335913.093750 Penalty: 2849.887939
	Iteration 94Q: 3 clusters Score -335913.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -335917.625000 Penalty: 2849.887939
	Iteration 95Q: 3 clusters Score -335917.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -335923.781250 Penalty: 2849.887939
	Iteration 96Q: 3 clusters Score -335923.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -335929.843750 Penalty: 2849.887939
	Iteration 97Q: 3 clusters Score -335929.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -335939.343750 Penalty: 2849.887939
	Iteration 98Q: 3 clusters Score -335939.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -335947.625000 Penalty: 2849.887939
	Iteration 99Q: 3 clusters Score -335947.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -335954.468750 Penalty: 2849.887939
	Iteration 100F: 3 clusters Score -335954.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -335961.031250 Penalty: 2849.887939
	Iteration 101Q: 3 clusters Score -335961 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -335969.218750 Penalty: 2849.887939
	Iteration 102Q: 3 clusters Score -335969.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -335976.312500 Penalty: 2849.887939
	Iteration 103Q: 3 clusters Score -335976.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -335987.750000 Penalty: 2849.887939
	Iteration 104Q: 3 clusters Score -335987.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -336002.875000 Penalty: 2849.887939
	Iteration 105Q: 3 clusters Score -336002.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -336022.375000 Penalty: 2849.887939
	Iteration 106Q: 3 clusters Score -336022.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -336044.218750 Penalty: 2849.887939
	Iteration 107Q: 3 clusters Score -336044.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -336067.031250 Penalty: 2849.887939
	Iteration 108Q: 3 clusters Score -336067 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -336090.937500 Penalty: 2849.887939
	Iteration 109Q: 3 clusters Score -336090.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -336118.843750 Penalty: 2849.887939
	Iteration 110Q: 3 clusters Score -336118.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -336153.906250 Penalty: 2849.887939
	Iteration 111Q: 3 clusters Score -336153.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -336191.843750 Penalty: 2849.887939
	Iteration 112Q: 3 clusters Score -336191.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -336237.343750 Penalty: 2849.887939
	Iteration 113Q: 3 clusters Score -336237.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -336277.437500 Penalty: 2849.887939
	Iteration 114Q: 3 clusters Score -336277.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -336310.375000 Penalty: 2849.887939
	Iteration 115Q: 3 clusters Score -336310.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -336333.000000 Penalty: 2849.887939
	Iteration 116Q: 3 clusters Score -336333 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -336358.031250 Penalty: 2849.887939
	Iteration 117Q: 3 clusters Score -336358 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -336377.093750 Penalty: 2849.887939
	Iteration 118Q: 3 clusters Score -336377.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -336396.343750 Penalty: 2849.887939
	Iteration 119Q: 3 clusters Score -336396.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -336408.687500 Penalty: 2849.887939
	Iteration 120F: 3 clusters Score -336408.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -336421.875000 Penalty: 2849.887939
	Iteration 121Q: 3 clusters Score -336421.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -336432.125000 Penalty: 2849.887939
	Iteration 122Q: 3 clusters Score -336432.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -336444.937500 Penalty: 2849.887939
	Iteration 123Q: 3 clusters Score -336444.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -336454.375000 Penalty: 2849.887939
	Iteration 124Q: 3 clusters Score -336454.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -336467.312500 Penalty: 2849.887939
	Iteration 125Q: 3 clusters Score -336467.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -336474.812500 Penalty: 2849.887939
	Iteration 126Q: 3 clusters Score -336474.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -336478.906250 Penalty: 2849.887939
	Iteration 127Q: 3 clusters Score -336478.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -336482.781250 Penalty: 2849.887939
	Iteration 128Q: 3 clusters Score -336482.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -336487.750000 Penalty: 2849.887939
	Iteration 129Q: 3 clusters Score -336487.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -336493.875000 Penalty: 2849.887939
	Iteration 130Q: 3 clusters Score -336493.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -336500.687500 Penalty: 2849.887939
	Iteration 131Q: 3 clusters Score -336500.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -336506.437500 Penalty: 2849.887939
	Iteration 132Q: 3 clusters Score -336506.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -336511.843750 Penalty: 2849.887939
	Iteration 133Q: 3 clusters Score -336511.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -336514.312500 Penalty: 2849.887939
	Iteration 134Q: 3 clusters Score -336514.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -336515.531250 Penalty: 2849.887939
	Iteration 135Q: 3 clusters Score -336515.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -336518.906250 Penalty: 2849.887939
	Iteration 136Q: 3 clusters Score -336518.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -336521.843750 Penalty: 2849.887939
	Iteration 137Q: 3 clusters Score -336521.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -336523.437500 Penalty: 2849.887939
	Iteration 138Q: 3 clusters Score -336523.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -336525.062500 Penalty: 2849.887939
	Iteration 139Q: 3 clusters Score -336525.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -336524.406250 Penalty: 2849.887939
	Iteration 140F: 3 clusters Score -336524.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -336525.937500 Penalty: 2849.887939
	Iteration 141Q: 3 clusters Score -336525.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -336525.812500 Penalty: 2849.887939
	Iteration 142Q: 3 clusters Score -336525.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -336525.812500 Penalty: 2849.887939
	Iteration 143F: 3 clusters Score -336525.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Entering Unmasked Estep 
Score: -54365.562500 Penalty: 1162.625000
	Iteration 0F: 2 clusters Score -54365.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -52776.769531 Penalty: 2325.250000
	Iteration 0F: 3 clusters Score -52776.77 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -53099.222656 Penalty: 2325.250000
	Iteration 1F: 3 clusters Score -53099.22 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -53188.957031 Penalty: 2325.250000
	Iteration 2F: 3 clusters Score -53188.96 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -53246.679688 Penalty: 2325.250000
	Iteration 3Q: 3 clusters Score -53246.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -53285.019531 Penalty: 2325.250000
	Iteration 4Q: 3 clusters Score -53285.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -53348.277344 Penalty: 2325.250000
	Iteration 5Q: 3 clusters Score -53348.28 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -53400.531250 Penalty: 2325.250000
	Iteration 6Q: 3 clusters Score -53400.53 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -53447.796875 Penalty: 2325.250000
	Iteration 7Q: 3 clusters Score -53447.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -53490.687500 Penalty: 2325.250000
	Iteration 8Q: 3 clusters Score -53490.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -53529.855469 Penalty: 2325.250000
	Iteration 9Q: 3 clusters Score -53529.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -53569.148438 Penalty: 2325.250000
	Iteration 10Q: 3 clusters Score -53569.15 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -53606.902344 Penalty: 2325.250000
	Iteration 11Q: 3 clusters Score -53606.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -53628.898438 Penalty: 2325.250000
	Iteration 12Q: 3 clusters Score -53628.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -53642.601562 Penalty: 2325.250000
	Iteration 13Q: 3 clusters Score -53642.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -53650.523438 Penalty: 2325.250000
	Iteration 14Q: 3 clusters Score -53650.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -53668.417969 Penalty: 2325.250000
	Iteration 15Q: 3 clusters Score -53668.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -53681.417969 Penalty: 2325.250000
	Iteration 16Q: 3 clusters Score -53681.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -53692.816406 Penalty: 2325.250000
	Iteration 17Q: 3 clusters Score -53692.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -53709.851562 Penalty: 2325.250000
	Iteration 18Q: 3 clusters Score -53709.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -53726.320312 Penalty: 2325.250000
	Iteration 19Q: 3 clusters Score -53726.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -53742.953125 Penalty: 2325.250000
	Iteration 20F: 3 clusters Score -53742.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -53762.367188 Penalty: 2325.250000
	Iteration 21Q: 3 clusters Score -53762.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -53773.375000 Penalty: 2325.250000
	Iteration 22Q: 3 clusters Score -53773.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -53785.417969 Penalty: 2325.250000
	Iteration 23Q: 3 clusters Score -53785.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -53797.507812 Penalty: 2325.250000
	Iteration 24Q: 3 clusters Score -53797.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -53805.984375 Penalty: 2325.250000
	Iteration 25Q: 3 clusters Score -53805.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -53818.359375 Penalty: 2325.250000
	Iteration 26Q: 3 clusters Score -53818.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -53828.863281 Penalty: 2325.250000
	Iteration 27Q: 3 clusters Score -53828.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -53834.378906 Penalty: 2325.250000
	Iteration 28Q: 3 clusters Score -53834.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -53836.832031 Penalty: 2325.250000
	Iteration 29Q: 3 clusters Score -53836.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -53844.320312 Penalty: 2325.250000
	Iteration 30Q: 3 clusters Score -53844.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -53854.558594 Penalty: 2325.250000
	Iteration 31Q: 3 clusters Score -53854.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -53860.230469 Penalty: 2325.250000
	Iteration 32Q: 3 clusters Score -53860.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -53864.468750 Penalty: 2325.250000
	Iteration 33Q: 3 clusters Score -53864.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -53865.875000 Penalty: 2325.250000
	Iteration 34Q: 3 clusters Score -53865.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -53865.875000 Penalty: 2325.250000
	Iteration 35F: 3 clusters Score -53865.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Entering Unmasked Estep 
Score: -1763855.625000 Penalty: 1686.447144
	Iteration 0F: 2 clusters Score -1763856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -1742373.750000 Penalty: 3372.894287
	Iteration 0F: 3 clusters Score -1742374 nChanged 14757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -1750490.625000 Penalty: 3372.894287
	Iteration 1F: 3 clusters Score -1750491 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -1750844.000000 Penalty: 3372.894287
	Iteration 2Q: 3 clusters Score -1750844 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -1751189.750000 Penalty: 3372.894287
	Iteration 3Q: 3 clusters Score -1751190 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -1751562.625000 Penalty: 3372.894287
	Iteration 4Q: 3 clusters Score -1751563 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -1752039.000000 Penalty: 3372.894287
	Iteration 5Q: 3 clusters Score -1752039 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -1752616.625000 Penalty: 3372.894287
	Iteration 6Q: 3 clusters Score -1752617 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -1753316.500000 Penalty: 3372.894287
	Iteration 7Q: 3 clusters Score -1753316 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -1754250.750000 Penalty: 3372.894287
	Iteration 8Q: 3 clusters Score -1754251 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -1755334.500000 Penalty: 3372.894287
	Iteration 9F: 3 clusters Score -1755334 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -1756487.500000 Penalty: 3372.894287
	Iteration 10F: 3 clusters Score -1756488 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -1757372.000000 Penalty: 3372.894287
	Iteration 11Q: 3 clusters Score -1757372 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -1757904.000000 Penalty: 3372.894287
	Iteration 12Q: 3 clusters Score -1757904 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -1758193.375000 Penalty: 3372.894287
	Iteration 13Q: 3 clusters Score -1758193 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -1758383.125000 Penalty: 3372.894287
	Iteration 14Q: 3 clusters Score -1758383 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -1758509.375000 Penalty: 3372.894287
	Iteration 15Q: 3 clusters Score -1758509 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -1758605.250000 Penalty: 3372.894287
	Iteration 16Q: 3 clusters Score -1758605 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -1758724.375000 Penalty: 3372.894287
	Iteration 17Q: 3 clusters Score -1758724 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -1758826.375000 Penalty: 3372.894287
	Iteration 18Q: 3 clusters Score -1758826 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -1758923.250000 Penalty: 3372.894287
	Iteration 19Q: 3 clusters Score -1758923 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -1758994.250000 Penalty: 3372.894287
	Iteration 20F: 3 clusters Score -1758994 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -1759065.500000 Penalty: 3372.894287
	Iteration 21Q: 3 clusters Score -1759066 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -1759132.000000 Penalty: 3372.894287
	Iteration 22Q: 3 clusters Score -1759132 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -1759198.125000 Penalty: 3372.894287
	Iteration 23Q: 3 clusters Score -1759198 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -1759258.875000 Penalty: 3372.894287
	Iteration 24Q: 3 clusters Score -1759259 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -1759313.375000 Penalty: 3372.894287
	Iteration 25Q: 3 clusters Score -1759313 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -1759372.125000 Penalty: 3372.894287
	Iteration 26Q: 3 clusters Score -1759372 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -1759435.000000 Penalty: 3372.894287
	Iteration 27Q: 3 clusters Score -1759435 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -1759487.750000 Penalty: 3372.894287
	Iteration 28Q: 3 clusters Score -1759488 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -1759547.000000 Penalty: 3372.894287
	Iteration 29Q: 3 clusters Score -1759547 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -1759600.500000 Penalty: 3372.894287
	Iteration 30Q: 3 clusters Score -1759600 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -1759651.875000 Penalty: 3372.894287
	Iteration 31Q: 3 clusters Score -1759652 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -1759702.375000 Penalty: 3372.894287
	Iteration 32Q: 3 clusters Score -1759702 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -1759746.375000 Penalty: 3372.894287
	Iteration 33Q: 3 clusters Score -1759746 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -1759803.250000 Penalty: 3372.894287
	Iteration 34Q: 3 clusters Score -1759803 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -1759855.000000 Penalty: 3372.894287
	Iteration 35Q: 3 clusters Score -1759855 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -1759899.500000 Penalty: 3372.894287
	Iteration 36Q: 3 clusters Score -1759900 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -1759952.625000 Penalty: 3372.894287
	Iteration 37Q: 3 clusters Score -1759953 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -1760006.500000 Penalty: 3372.894287
	Iteration 38Q: 3 clusters Score -1760006 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -1760054.875000 Penalty: 3372.894287
	Iteration 39Q: 3 clusters Score -1760055 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -1760111.500000 Penalty: 3372.894287
	Iteration 40F: 3 clusters Score -1760112 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -1760174.500000 Penalty: 3372.894287
	Iteration 41Q: 3 clusters Score -1760174 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -1760227.000000 Penalty: 3372.894287
	Iteration 42Q: 3 clusters Score -1760227 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -1760287.125000 Penalty: 3372.894287
	Iteration 43Q: 3 clusters Score -1760287 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -1760356.250000 Penalty: 3372.894287
	Iteration 44Q: 3 clusters Score -1760356 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -1760424.875000 Penalty: 3372.894287
	Iteration 45Q: 3 clusters Score -1760425 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -1760506.875000 Penalty: 3372.894287
	Iteration 46Q: 3 clusters Score -1760507 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -1760576.875000 Penalty: 3372.894287
	Iteration 47Q: 3 clusters Score -1760577 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -1760672.375000 Penalty: 3372.894287
	Iteration 48Q: 3 clusters Score -1760672 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -1760775.375000 Penalty: 3372.894287
	Iteration 49Q: 3 clusters Score -1760775 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -1760862.625000 Penalty: 3372.894287
	Iteration 50Q: 3 clusters Score -1760863 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -1760953.250000 Penalty: 3372.894287
	Iteration 51Q: 3 clusters Score -1760953 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -1761050.875000 Penalty: 3372.894287
	Iteration 52Q: 3 clusters Score -1761051 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -1761153.750000 Penalty: 3372.894287
	Iteration 53Q: 3 clusters Score -1761154 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -1761241.500000 Penalty: 3372.894287
	Iteration 54Q: 3 clusters Score -1761242 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -1761319.250000 Penalty: 3372.894287
	Iteration 55Q: 3 clusters Score -1761319 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -1761405.625000 Penalty: 3372.894287
	Iteration 56Q: 3 clusters Score -1761406 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -1761500.875000 Penalty: 3372.894287
	Iteration 57Q: 3 clusters Score -1761501 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -1761593.375000 Penalty: 3372.894287
	Iteration 58Q: 3 clusters Score -1761593 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -1761657.625000 Penalty: 3372.894287
	Iteration 59Q: 3 clusters Score -1761658 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -1761723.875000 Penalty: 3372.894287
	Iteration 60F: 3 clusters Score -1761724 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -1761793.375000 Penalty: 3372.894287
	Iteration 61Q: 3 clusters Score -1761793 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -1761878.250000 Penalty: 3372.894287
	Iteration 62Q: 3 clusters Score -1761878 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -1761965.250000 Penalty: 3372.894287
	Iteration 63Q: 3 clusters Score -1761965 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -1762035.625000 Penalty: 3372.894287
	Iteration 64Q: 3 clusters Score -1762036 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -1762112.750000 Penalty: 3372.894287
	Iteration 65Q: 3 clusters Score -1762113 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -1762165.875000 Penalty: 3372.894287
	Iteration 66Q: 3 clusters Score -1762166 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -1762214.750000 Penalty: 3372.894287
	Iteration 67Q: 3 clusters Score -1762215 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -1762252.750000 Penalty: 3372.894287
	Iteration 68Q: 3 clusters Score -1762253 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -1762287.500000 Penalty: 3372.894287
	Iteration 69Q: 3 clusters Score -1762288 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -1762320.125000 Penalty: 3372.894287
	Iteration 70Q: 3 clusters Score -1762320 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -1762344.625000 Penalty: 3372.894287
	Iteration 71Q: 3 clusters Score -1762345 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -1762352.250000 Penalty: 3372.894287
	Iteration 72Q: 3 clusters Score -1762352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -1762367.875000 Penalty: 3372.894287
	Iteration 73Q: 3 clusters Score -1762368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -1762374.875000 Penalty: 3372.894287
	Iteration 74Q: 3 clusters Score -1762375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -1762382.750000 Penalty: 3372.894287
	Iteration 75Q: 3 clusters Score -1762383 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -1762388.500000 Penalty: 3372.894287
	Iteration 76Q: 3 clusters Score -1762388 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -1762402.250000 Penalty: 3372.894287
	Iteration 77Q: 3 clusters Score -1762402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -1762413.875000 Penalty: 3372.894287
	Iteration 78Q: 3 clusters Score -1762414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -1762423.625000 Penalty: 3372.894287
	Iteration 79Q: 3 clusters Score -1762424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -1762439.000000 Penalty: 3372.894287
	Iteration 80F: 3 clusters Score -1762439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -1762442.500000 Penalty: 3372.894287
	Iteration 81Q: 3 clusters Score -1762442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -1762449.750000 Penalty: 3372.894287
	Iteration 82Q: 3 clusters Score -1762450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -1762458.250000 Penalty: 3372.894287
	Iteration 83Q: 3 clusters Score -1762458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -1762467.000000 Penalty: 3372.894287
	Iteration 84Q: 3 clusters Score -1762467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -1762471.875000 Penalty: 3372.894287
	Iteration 85Q: 3 clusters Score -1762472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -1762470.625000 Penalty: 3372.894287
	Iteration 86Q: 3 clusters Score -1762471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -1762478.125000 Penalty: 3372.894287
	Iteration 87Q: 3 clusters Score -1762478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -1762482.125000 Penalty: 3372.894287
	Iteration 88Q: 3 clusters Score -1762482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -1762484.500000 Penalty: 3372.894287
	Iteration 89Q: 3 clusters Score -1762484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -1762483.000000 Penalty: 3372.894287
	Iteration 90Q: 3 clusters Score -1762483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -1762484.125000 Penalty: 3372.894287
	Iteration 91Q: 3 clusters Score -1762484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -1762484.500000 Penalty: 3372.894287
	Iteration 92Q: 3 clusters Score -1762484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -1762485.500000 Penalty: 3372.894287
	Iteration 93Q: 3 clusters Score -1762486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -1762485.500000 Penalty: 3372.894287
	Iteration 94F: 3 clusters Score -1762486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Entering Unmasked Estep 
Score: -404246.343750 Penalty: 1461.250122
	Iteration 0F: 2 clusters Score -404246.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -398374.718750 Penalty: 2922.500244
	Iteration 0F: 3 clusters Score -398374.7 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -400211.937500 Penalty: 2922.500244
	Iteration 1F: 3 clusters Score -400211.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -400485.718750 Penalty: 2922.500244
	Iteration 2F: 3 clusters Score -400485.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -400804.687500 Penalty: 2922.500244
	Iteration 3F: 3 clusters Score -400804.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -401177.750000 Penalty: 2922.500244
	Iteration 4F: 3 clusters Score -401177.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -401652.625000 Penalty: 2922.500244
	Iteration 5F: 3 clusters Score -401652.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -402063.843750 Penalty: 2922.500244
	Iteration 6F: 3 clusters Score -402063.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -402411.062500 Penalty: 2922.500244
	Iteration 7F: 3 clusters Score -402411.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -402690.531250 Penalty: 2922.500244
	Iteration 8F: 3 clusters Score -402690.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -402883.500000 Penalty: 2922.500244
	Iteration 9Q: 3 clusters Score -402883.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -403033.812500 Penalty: 2922.500244
	Iteration 10Q: 3 clusters Score -403033.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -403132.406250 Penalty: 2922.500244
	Iteration 11Q: 3 clusters Score -403132.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -403206.718750 Penalty: 2922.500244
	Iteration 12Q: 3 clusters Score -403206.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -403266.312500 Penalty: 2922.500244
	Iteration 13Q: 3 clusters Score -403266.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -403303.906250 Penalty: 2922.500244
	Iteration 14Q: 3 clusters Score -403303.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -403326.187500 Penalty: 2922.500244
	Iteration 15Q: 3 clusters Score -403326.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -403343.468750 Penalty: 2922.500244
	Iteration 16Q: 3 clusters Score -403343.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -403354.437500 Penalty: 2922.500244
	Iteration 17Q: 3 clusters Score -403354.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -403361.656250 Penalty: 2922.500244
	Iteration 18Q: 3 clusters Score -403361.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -403367.968750 Penalty: 2922.500244
	Iteration 19Q: 3 clusters Score -403368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -403370.593750 Penalty: 2922.500244
	Iteration 20F: 3 clusters Score -403370.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -403373.625000 Penalty: 2922.500244
	Iteration 21Q: 3 clusters Score -403373.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -403374.343750 Penalty: 2922.500244
	Iteration 22Q: 3 clusters Score -403374.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -403374.562500 Penalty: 2922.500244
	Iteration 23Q: 3 clusters Score -403374.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -403375.250000 Penalty: 2922.500244
	Iteration 24Q: 3 clusters Score -403375.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -403375.125000 Penalty: 2922.500244
	Iteration 25Q: 3 clusters Score -403375.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -403375.000000 Penalty: 2922.500244
	Iteration 26Q: 3 clusters Score -403375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -403375.812500 Penalty: 2922.500244
	Iteration 27Q: 3 clusters Score -403375.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -403376.156250 Penalty: 2922.500244
	Iteration 28Q: 3 clusters Score -403376.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -403376.156250 Penalty: 2922.500244
	Iteration 29F: 3 clusters Score -403376.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Entering Unmasked Estep 
Score: -638758.687500 Penalty: 1543.436768
	Iteration 0F: 2 clusters Score -638758.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -629532.562500 Penalty: 3086.873535
	Iteration 0F: 3 clusters Score -629532.6 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -632674.125000 Penalty: 3086.873535
	Iteration 1F: 3 clusters Score -632674.1 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -633036.750000 Penalty: 3086.873535
	Iteration 2F: 3 clusters Score -633036.8 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -633449.375000 Penalty: 3086.873535
	Iteration 3F: 3 clusters Score -633449.4 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -633992.625000 Penalty: 3086.873535
	Iteration 4F: 3 clusters Score -633992.6 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -634647.937500 Penalty: 3086.873535
	Iteration 5F: 3 clusters Score -634647.9 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -635299.312500 Penalty: 3086.873535
	Iteration 6F: 3 clusters Score -635299.3 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -635836.625000 Penalty: 3086.873535
	Iteration 7F: 3 clusters Score -635836.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -636206.500000 Penalty: 3086.873535
	Iteration 8Q: 3 clusters Score -636206.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -636428.125000 Penalty: 3086.873535
	Iteration 9Q: 3 clusters Score -636428.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -636602.750000 Penalty: 3086.873535
	Iteration 10Q: 3 clusters Score -636602.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -636744.687500 Penalty: 3086.873535
	Iteration 11Q: 3 clusters Score -636744.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -636858.937500 Penalty: 3086.873535
	Iteration 12Q: 3 clusters Score -636858.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -636963.625000 Penalty: 3086.873535
	Iteration 13Q: 3 clusters Score -636963.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -637061.750000 Penalty: 3086.873535
	Iteration 14Q: 3 clusters Score -637061.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -637141.312500 Penalty: 3086.873535
	Iteration 15Q: 3 clusters Score -637141.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -637194.812500 Penalty: 3086.873535
	Iteration 16Q: 3 clusters Score -637194.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -637238.937500 Penalty: 3086.873535
	Iteration 17Q: 3 clusters Score -637238.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -637272.625000 Penalty: 3086.873535
	Iteration 18Q: 3 clusters Score -637272.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -637299.062500 Penalty: 3086.873535
	Iteration 19Q: 3 clusters Score -637299.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -637323.500000 Penalty: 3086.873535
	Iteration 20F: 3 clusters Score -637323.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -637346.875000 Penalty: 3086.873535
	Iteration 21Q: 3 clusters Score -637346.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -637362.500000 Penalty: 3086.873535
	Iteration 22Q: 3 clusters Score -637362.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -637377.125000 Penalty: 3086.873535
	Iteration 23Q: 3 clusters Score -637377.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -637386.375000 Penalty: 3086.873535
	Iteration 24Q: 3 clusters Score -637386.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -637393.437500 Penalty: 3086.873535
	Iteration 25Q: 3 clusters Score -637393.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -637405.875000 Penalty: 3086.873535
	Iteration 26Q: 3 clusters Score -637405.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -637418.875000 Penalty: 3086.873535
	Iteration 27Q: 3 clusters Score -637418.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -637425.437500 Penalty: 3086.873535
	Iteration 28Q: 3 clusters Score -637425.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -637431.250000 Penalty: 3086.873535
	Iteration 29Q: 3 clusters Score -637431.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -637434.562500 Penalty: 3086.873535
	Iteration 30Q: 3 clusters Score -637434.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -637439.187500 Penalty: 3086.873535
	Iteration 31Q: 3 clusters Score -637439.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -637442.625000 Penalty: 3086.873535
	Iteration 32Q: 3 clusters Score -637442.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -637448.687500 Penalty: 3086.873535
	Iteration 33Q: 3 clusters Score -637448.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -637451.250000 Penalty: 3086.873535
	Iteration 34Q: 3 clusters Score -637451.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -637455.250000 Penalty: 3086.873535
	Iteration 35Q: 3 clusters Score -637455.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -637461.125000 Penalty: 3086.873535
	Iteration 36Q: 3 clusters Score -637461.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -637468.375000 Penalty: 3086.873535
	Iteration 37Q: 3 clusters Score -637468.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -637471.937500 Penalty: 3086.873535
	Iteration 38Q: 3 clusters Score -637471.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -637472.687500 Penalty: 3086.873535
	Iteration 39Q: 3 clusters Score -637472.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -637478.437500 Penalty: 3086.873535
	Iteration 40F: 3 clusters Score -637478.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -637476.437500 Penalty: 3086.873535
	Iteration 41Q: 3 clusters Score -637476.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -637482.000000 Penalty: 3086.873535
	Iteration 42Q: 3 clusters Score -637482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -637486.375000 Penalty: 3086.873535
	Iteration 43Q: 3 clusters Score -637486.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -637487.937500 Penalty: 3086.873535
	Iteration 44Q: 3 clusters Score -637487.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -637493.375000 Penalty: 3086.873535
	Iteration 45Q: 3 clusters Score -637493.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -637498.250000 Penalty: 3086.873535
	Iteration 46Q: 3 clusters Score -637498.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -637500.687500 Penalty: 3086.873535
	Iteration 47Q: 3 clusters Score -637500.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -637501.312500 Penalty: 3086.873535
	Iteration 48Q: 3 clusters Score -637501.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -637503.312500 Penalty: 3086.873535
	Iteration 49Q: 3 clusters Score -637503.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -637505.125000 Penalty: 3086.873535
	Iteration 50Q: 3 clusters Score -637505.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -637506.937500 Penalty: 3086.873535
	Iteration 51Q: 3 clusters Score -637506.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -637507.062500 Penalty: 3086.873535
	Iteration 52Q: 3 clusters Score -637507.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -637508.375000 Penalty: 3086.873535
	Iteration 53Q: 3 clusters Score -637508.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -637509.125000 Penalty: 3086.873535
	Iteration 54Q: 3 clusters Score -637509.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -637509.125000 Penalty: 3086.873535
	Iteration 55F: 3 clusters Score -637509.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Entering Unmasked Estep 
Score: -2252991.250000 Penalty: 1725.886353
	Iteration 0F: 2 clusters Score -2252991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2225633.500000 Penalty: 3451.772705
	Iteration 0F: 3 clusters Score -2225634 nChanged 19018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2236272.750000 Penalty: 3451.772705
	Iteration 1F: 3 clusters Score -2236273 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -2236744.500000 Penalty: 3451.772705
	Iteration 2Q: 3 clusters Score -2236744 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2237258.250000 Penalty: 3451.772705
	Iteration 3Q: 3 clusters Score -2237258 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2237887.500000 Penalty: 3451.772705
	Iteration 4Q: 3 clusters Score -2237888 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2238677.250000 Penalty: 3451.772705
	Iteration 5Q: 3 clusters Score -2238677 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2239761.250000 Penalty: 3451.772705
	Iteration 6Q: 3 clusters Score -2239761 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2241361.500000 Penalty: 3451.772705
	Iteration 7F: 3 clusters Score -2241362 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2243520.750000 Penalty: 3451.772705
	Iteration 8F: 3 clusters Score -2243521 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2245845.000000 Penalty: 3451.772705
	Iteration 9F: 3 clusters Score -2245845 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2247349.500000 Penalty: 3451.772705
	Iteration 10F: 3 clusters Score -2247350 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2248073.250000 Penalty: 3451.772705
	Iteration 11Q: 3 clusters Score -2248073 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2248453.250000 Penalty: 3451.772705
	Iteration 12Q: 3 clusters Score -2248453 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2248727.750000 Penalty: 3451.772705
	Iteration 13Q: 3 clusters Score -2248728 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2248966.500000 Penalty: 3451.772705
	Iteration 14Q: 3 clusters Score -2248966 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2249181.250000 Penalty: 3451.772705
	Iteration 15Q: 3 clusters Score -2249181 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2249367.500000 Penalty: 3451.772705
	Iteration 16Q: 3 clusters Score -2249368 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2249523.750000 Penalty: 3451.772705
	Iteration 17Q: 3 clusters Score -2249524 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2249684.500000 Penalty: 3451.772705
	Iteration 18Q: 3 clusters Score -2249684 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2249813.500000 Penalty: 3451.772705
	Iteration 19Q: 3 clusters Score -2249814 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2249927.000000 Penalty: 3451.772705
	Iteration 20F: 3 clusters Score -2249927 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2250022.250000 Penalty: 3451.772705
	Iteration 21Q: 3 clusters Score -2250022 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2250137.750000 Penalty: 3451.772705
	Iteration 22Q: 3 clusters Score -2250138 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2250238.750000 Penalty: 3451.772705
	Iteration 23Q: 3 clusters Score -2250239 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -2250346.000000 Penalty: 3451.772705
	Iteration 24Q: 3 clusters Score -2250346 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2250455.000000 Penalty: 3451.772705
	Iteration 25Q: 3 clusters Score -2250455 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2250556.500000 Penalty: 3451.772705
	Iteration 26Q: 3 clusters Score -2250556 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -2250662.000000 Penalty: 3451.772705
	Iteration 27Q: 3 clusters Score -2250662 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2250763.000000 Penalty: 3451.772705
	Iteration 28Q: 3 clusters Score -2250763 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2250857.250000 Penalty: 3451.772705
	Iteration 29Q: 3 clusters Score -2250857 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2250914.250000 Penalty: 3451.772705
	Iteration 30Q: 3 clusters Score -2250914 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2250987.000000 Penalty: 3451.772705
	Iteration 31Q: 3 clusters Score -2250987 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2251051.750000 Penalty: 3451.772705
	Iteration 32Q: 3 clusters Score -2251052 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2251120.250000 Penalty: 3451.772705
	Iteration 33Q: 3 clusters Score -2251120 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2251184.500000 Penalty: 3451.772705
	Iteration 34Q: 3 clusters Score -2251184 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2251224.250000 Penalty: 3451.772705
	Iteration 35Q: 3 clusters Score -2251224 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2251270.250000 Penalty: 3451.772705
	Iteration 36Q: 3 clusters Score -2251270 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2251317.250000 Penalty: 3451.772705
	Iteration 37Q: 3 clusters Score -2251317 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2251365.750000 Penalty: 3451.772705
	Iteration 38Q: 3 clusters Score -2251366 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2251416.000000 Penalty: 3451.772705
	Iteration 39Q: 3 clusters Score -2251416 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2251450.750000 Penalty: 3451.772705
	Iteration 40F: 3 clusters Score -2251451 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2251491.250000 Penalty: 3451.772705
	Iteration 41Q: 3 clusters Score -2251491 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2251532.000000 Penalty: 3451.772705
	Iteration 42Q: 3 clusters Score -2251532 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2251561.250000 Penalty: 3451.772705
	Iteration 43Q: 3 clusters Score -2251561 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2251575.750000 Penalty: 3451.772705
	Iteration 44Q: 3 clusters Score -2251576 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2251590.500000 Penalty: 3451.772705
	Iteration 45Q: 3 clusters Score -2251590 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2251601.500000 Penalty: 3451.772705
	Iteration 46Q: 3 clusters Score -2251602 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2251612.250000 Penalty: 3451.772705
	Iteration 47Q: 3 clusters Score -2251612 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2251626.750000 Penalty: 3451.772705
	Iteration 48Q: 3 clusters Score -2251627 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2251643.750000 Penalty: 3451.772705
	Iteration 49Q: 3 clusters Score -2251644 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2251659.500000 Penalty: 3451.772705
	Iteration 50Q: 3 clusters Score -2251660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2251674.250000 Penalty: 3451.772705
	Iteration 51Q: 3 clusters Score -2251674 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2251673.750000 Penalty: 3451.772705
	Iteration 52Q: 3 clusters Score -2251674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2251686.250000 Penalty: 3451.772705
	Iteration 53Q: 3 clusters Score -2251686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2251690.250000 Penalty: 3451.772705
	Iteration 54Q: 3 clusters Score -2251690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2251700.000000 Penalty: 3451.772705
	Iteration 55Q: 3 clusters Score -2251700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2251710.000000 Penalty: 3451.772705
	Iteration 56Q: 3 clusters Score -2251710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2251717.000000 Penalty: 3451.772705
	Iteration 57Q: 3 clusters Score -2251717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2251725.000000 Penalty: 3451.772705
	Iteration 58Q: 3 clusters Score -2251725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2251735.750000 Penalty: 3451.772705
	Iteration 59Q: 3 clusters Score -2251736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2251741.250000 Penalty: 3451.772705
	Iteration 60F: 3 clusters Score -2251741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2251741.750000 Penalty: 3451.772705
	Iteration 61Q: 3 clusters Score -2251742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2251746.500000 Penalty: 3451.772705
	Iteration 62Q: 3 clusters Score -2251746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2251752.750000 Penalty: 3451.772705
	Iteration 63Q: 3 clusters Score -2251753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2251751.500000 Penalty: 3451.772705
	Iteration 64Q: 3 clusters Score -2251752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2251755.500000 Penalty: 3451.772705
	Iteration 65Q: 3 clusters Score -2251756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2251755.500000 Penalty: 3451.772705
	Iteration 66Q: 3 clusters Score -2251756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2251758.500000 Penalty: 3451.772705
	Iteration 67Q: 3 clusters Score -2251758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2251757.500000 Penalty: 3451.772705
	Iteration 68Q: 3 clusters Score -2251758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2251757.500000 Penalty: 3451.772705
	Iteration 69Q: 3 clusters Score -2251758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2251761.250000 Penalty: 3451.772705
	Iteration 70Q: 3 clusters Score -2251761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2251759.000000 Penalty: 3451.772705
	Iteration 71Q: 3 clusters Score -2251759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2251757.500000 Penalty: 3451.772705
	Iteration 72Q: 3 clusters Score -2251758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2251758.000000 Penalty: 3451.772705
	Iteration 73Q: 3 clusters Score -2251758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2251759.250000 Penalty: 3451.772705
	Iteration 74Q: 3 clusters Score -2251759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2251756.000000 Penalty: 3451.772705
	Iteration 75Q: 3 clusters Score -2251756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2251755.250000 Penalty: 3451.772705
	Iteration 76Q: 3 clusters Score -2251755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2251760.750000 Penalty: 3451.772705
	Iteration 77Q: 3 clusters Score -2251761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2251763.250000 Penalty: 3451.772705
	Iteration 78Q: 3 clusters Score -2251763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2251758.750000 Penalty: 3451.772705
	Iteration 79Q: 3 clusters Score -2251759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2251758.250000 Penalty: 3451.772705
	Iteration 80F: 3 clusters Score -2251758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2251760.750000 Penalty: 3451.772705
	Iteration 81Q: 3 clusters Score -2251761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2251763.250000 Penalty: 3451.772705
	Iteration 82Q: 3 clusters Score -2251763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2251762.500000 Penalty: 3451.772705
	Iteration 83Q: 3 clusters Score -2251762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2251762.500000 Penalty: 3451.772705
	Iteration 84Q: 3 clusters Score -2251762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2251762.250000 Penalty: 3451.772705
	Iteration 85Q: 3 clusters Score -2251762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2251763.000000 Penalty: 3451.772705
	Iteration 86Q: 3 clusters Score -2251763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2251762.000000 Penalty: 3451.772705
	Iteration 87Q: 3 clusters Score -2251762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2251763.750000 Penalty: 3451.772705
	Iteration 88Q: 3 clusters Score -2251764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2251772.250000 Penalty: 3451.772705
	Iteration 89Q: 3 clusters Score -2251772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2251769.250000 Penalty: 3451.772705
	Iteration 90Q: 3 clusters Score -2251769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2251771.750000 Penalty: 3451.772705
	Iteration 91Q: 3 clusters Score -2251772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2251775.750000 Penalty: 3451.772705
	Iteration 92Q: 3 clusters Score -2251776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2251779.500000 Penalty: 3451.772705
	Iteration 93Q: 3 clusters Score -2251780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2251780.500000 Penalty: 3451.772705
	Iteration 94Q: 3 clusters Score -2251780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2251781.250000 Penalty: 3451.772705
	Iteration 95Q: 3 clusters Score -2251781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2251780.250000 Penalty: 3451.772705
	Iteration 96Q: 3 clusters Score -2251780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2251784.000000 Penalty: 3451.772705
	Iteration 97Q: 3 clusters Score -2251784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2251784.000000 Penalty: 3451.772705
	Iteration 98F: 3 clusters Score -2251784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (217575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217575 members 
Entering Unmasked Estep 
Score: -11732885.000000 Penalty: 1997.173462
	Iteration 0F: 2 clusters Score -1.173288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108455 members 
Mstep: Class 2 contains 109120 members 
Entering Unmasked Estep 
Score: -11587088.000000 Penalty: 3994.346924
	Iteration 0F: 3 clusters Score -1.158709e+07 nChanged 105153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102146 members 
Mstep: Class 2 contains 115429 members 
Entering Unmasked Estep 
Score: -11650769.000000 Penalty: 3994.346924
	Iteration 1F: 3 clusters Score -1.165077e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98752 members 
Mstep: Class 2 contains 118823 members 
Entering Unmasked Estep 
Score: -11653791.000000 Penalty: 3994.346924
	Iteration 2Q: 3 clusters Score -1.165379e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94150 members 
Mstep: Class 2 contains 123425 members 
Entering Unmasked Estep 
Score: -11658157.000000 Penalty: 3994.346924
	Iteration 3Q: 3 clusters Score -1.165816e+07 nChanged 10337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88325 members 
Mstep: Class 2 contains 129250 members 
Entering Unmasked Estep 
Score: -11664176.000000 Penalty: 3994.346924
	Iteration 4Q: 3 clusters Score -1.166418e+07 nChanged 11740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81331 members 
Mstep: Class 2 contains 136244 members 
Entering Unmasked Estep 
Score: -11671449.000000 Penalty: 3994.346924
	Iteration 5F: 3 clusters Score -1.167145e+07 nChanged 12334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73389 members 
Mstep: Class 2 contains 144186 members 
Entering Unmasked Estep 
Score: -11679565.000000 Penalty: 3994.346924
	Iteration 6F: 3 clusters Score -1.167956e+07 nChanged 12134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64641 members 
Mstep: Class 2 contains 152934 members 
Entering Unmasked Estep 
Score: -11687281.000000 Penalty: 3994.346924
	Iteration 7F: 3 clusters Score -1.168728e+07 nChanged 11299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55352 members 
Mstep: Class 2 contains 162223 members 
Entering Unmasked Estep 
Score: -11694523.000000 Penalty: 3994.346924
	Iteration 8F: 3 clusters Score -1.169452e+07 nChanged 10460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 171865 members 
Entering Unmasked Estep 
Score: -11701175.000000 Penalty: 3994.346924
	Iteration 9Q: 3 clusters Score -1.170118e+07 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 181416 members 
Entering Unmasked Estep 
Score: -11707743.000000 Penalty: 3994.346924
	Iteration 10Q: 3 clusters Score -1.170774e+07 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 190214 members 
Entering Unmasked Estep 
Score: -11713789.000000 Penalty: 3994.346924
	Iteration 11Q: 3 clusters Score -1.171379e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 197866 members 
Entering Unmasked Estep 
Score: -11719075.000000 Penalty: 3994.346924
	Iteration 12Q: 3 clusters Score -1.171908e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 204020 members 
Entering Unmasked Estep 
Score: -11723322.000000 Penalty: 3994.346924
	Iteration 13Q: 3 clusters Score -1.172332e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 208509 members 
Entering Unmasked Estep 
Score: -11726195.000000 Penalty: 3994.346924
	Iteration 14Q: 3 clusters Score -1.17262e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 211557 members 
Entering Unmasked Estep 
Score: -11727936.000000 Penalty: 3994.346924
	Iteration 15Q: 3 clusters Score -1.172794e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 213632 members 
Entering Unmasked Estep 
Score: -11729174.000000 Penalty: 3994.346924
	Iteration 16Q: 3 clusters Score -1.172917e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 214896 members 
Entering Unmasked Estep 
Score: -11729990.000000 Penalty: 3994.346924
	Iteration 17Q: 3 clusters Score -1.172999e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 215671 members 
Entering Unmasked Estep 
Score: -11730410.000000 Penalty: 3994.346924
	Iteration 18Q: 3 clusters Score -1.173041e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 216089 members 
Entering Unmasked Estep 
Score: -11730609.000000 Penalty: 3994.346924
	Iteration 19Q: 3 clusters Score -1.173061e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 216363 members 
Entering Unmasked Estep 
Score: -11730761.000000 Penalty: 3994.346924
	Iteration 20F: 3 clusters Score -1.173076e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 216554 members 
Entering Unmasked Estep 
Score: -11730885.000000 Penalty: 3994.346924
	Iteration 21Q: 3 clusters Score -1.173088e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 216673 members 
Entering Unmasked Estep 
Score: -11730977.000000 Penalty: 3994.346924
	Iteration 22Q: 3 clusters Score -1.173098e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 216745 members 
Entering Unmasked Estep 
Score: -11731015.000000 Penalty: 3994.346924
	Iteration 23Q: 3 clusters Score -1.173102e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 216806 members 
Entering Unmasked Estep 
Score: -11731071.000000 Penalty: 3994.346924
	Iteration 24Q: 3 clusters Score -1.173107e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 216863 members 
Entering Unmasked Estep 
Score: -11731100.000000 Penalty: 3994.346924
	Iteration 25Q: 3 clusters Score -1.17311e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 216898 members 
Entering Unmasked Estep 
Score: -11731122.000000 Penalty: 3994.346924
	Iteration 26Q: 3 clusters Score -1.173112e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 216921 members 
Entering Unmasked Estep 
Score: -11731155.000000 Penalty: 3994.346924
	Iteration 27Q: 3 clusters Score -1.173116e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 216934 members 
Entering Unmasked Estep 
Score: -11731159.000000 Penalty: 3994.346924
	Iteration 28Q: 3 clusters Score -1.173116e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 216949 members 
Entering Unmasked Estep 
Score: -11731170.000000 Penalty: 3994.346924
	Iteration 29Q: 3 clusters Score -1.173117e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 216964 members 
Entering Unmasked Estep 
Score: -11731178.000000 Penalty: 3994.346924
	Iteration 30Q: 3 clusters Score -1.173118e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 216976 members 
Entering Unmasked Estep 
Score: -11731185.000000 Penalty: 3994.346924
	Iteration 31Q: 3 clusters Score -1.173118e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 216984 members 
Entering Unmasked Estep 
Score: -11731200.000000 Penalty: 3994.346924
	Iteration 32Q: 3 clusters Score -1.17312e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 216987 members 
Entering Unmasked Estep 
Score: -11731205.000000 Penalty: 3994.346924
	Iteration 33Q: 3 clusters Score -1.17312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 216989 members 
Entering Unmasked Estep 
Score: -11731209.000000 Penalty: 3994.346924
	Iteration 34Q: 3 clusters Score -1.173121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 216989 members 
Entering Unmasked Estep 
Score: -11731198.000000 Penalty: 3994.346924
	Iteration 35Q: 3 clusters Score -1.17312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 216989 members 
Entering Unmasked Estep 
Score: -11731201.000000 Penalty: 3994.346924
	Iteration 36Q: 3 clusters Score -1.17312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 216989 members 
Entering Unmasked Estep 
Score: -11731203.000000 Penalty: 3994.346924
	Iteration 37Q: 3 clusters Score -1.17312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 216990 members 
Entering Unmasked Estep 
Score: -11731209.000000 Penalty: 3994.346924
	Iteration 38Q: 3 clusters Score -1.173121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 216991 members 
Entering Unmasked Estep 
Score: -11731209.000000 Penalty: 3994.346924
	Iteration 39Q: 3 clusters Score -1.173121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 216993 members 
Entering Unmasked Estep 
Score: -11731199.000000 Penalty: 3994.346924
	Iteration 40F: 3 clusters Score -1.17312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 216994 members 
Entering Unmasked Estep 
Score: -11731197.000000 Penalty: 3994.346924
	Iteration 41Q: 3 clusters Score -1.17312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 216996 members 
Entering Unmasked Estep 
Score: -11731189.000000 Penalty: 3994.346924
	Iteration 42Q: 3 clusters Score -1.173119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 216998 members 
Entering Unmasked Estep 
Score: -11731189.000000 Penalty: 3994.346924
	Iteration 43Q: 3 clusters Score -1.173119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 217001 members 
Entering Unmasked Estep 
Score: -11731192.000000 Penalty: 3994.346924
	Iteration 44Q: 3 clusters Score -1.173119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 217006 members 
Entering Unmasked Estep 
Score: -11731211.000000 Penalty: 3994.346924
	Iteration 45Q: 3 clusters Score -1.173121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 217012 members 
Entering Unmasked Estep 
Score: -11731206.000000 Penalty: 3994.346924
	Iteration 46Q: 3 clusters Score -1.173121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 217016 members 
Entering Unmasked Estep 
Score: -11731199.000000 Penalty: 3994.346924
	Iteration 47Q: 3 clusters Score -1.17312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 217022 members 
Entering Unmasked Estep 
Score: -11731220.000000 Penalty: 3994.346924
	Iteration 48Q: 3 clusters Score -1.173122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 217022 members 
Entering Unmasked Estep 
Score: -11731221.000000 Penalty: 3994.346924
	Iteration 49Q: 3 clusters Score -1.173122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 217022 members 
Entering Unmasked Estep 
Score: -11731221.000000 Penalty: 3994.346924
	Iteration 50Q: 3 clusters Score -1.173122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 217023 members 
Entering Unmasked Estep 
Score: -11731218.000000 Penalty: 3994.346924
	Iteration 51Q: 3 clusters Score -1.173122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 217025 members 
Entering Unmasked Estep 
Score: -11731216.000000 Penalty: 3994.346924
	Iteration 52Q: 3 clusters Score -1.173122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 217026 members 
Entering Unmasked Estep 
Score: -11731212.000000 Penalty: 3994.346924
	Iteration 53Q: 3 clusters Score -1.173121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 217026 members 
Entering Unmasked Estep 
Score: -11731224.000000 Penalty: 3994.346924
	Iteration 54Q: 3 clusters Score -1.173122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 217026 members 
Entering Unmasked Estep 
Score: -11731224.000000 Penalty: 3994.346924
	Iteration 55F: 3 clusters Score -1.173122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Entering Unmasked Estep 
Score: -107038.539062 Penalty: 1268.058105
	Iteration 0F: 2 clusters Score -107038.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -104661.515625 Penalty: 2536.116211
	Iteration 0F: 3 clusters Score -104661.5 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -105210.695312 Penalty: 2536.116211
	Iteration 1F: 3 clusters Score -105210.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -105347.226562 Penalty: 2536.116211
	Iteration 2F: 3 clusters Score -105347.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -105438.734375 Penalty: 2536.116211
	Iteration 3F: 3 clusters Score -105438.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -105494.250000 Penalty: 2536.116211
	Iteration 4Q: 3 clusters Score -105494.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -105537.164062 Penalty: 2536.116211
	Iteration 5Q: 3 clusters Score -105537.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -105575.898438 Penalty: 2536.116211
	Iteration 6Q: 3 clusters Score -105575.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -105606.210938 Penalty: 2536.116211
	Iteration 7Q: 3 clusters Score -105606.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -105639.015625 Penalty: 2536.116211
	Iteration 8Q: 3 clusters Score -105639 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -105671.390625 Penalty: 2536.116211
	Iteration 9Q: 3 clusters Score -105671.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -105696.695312 Penalty: 2536.116211
	Iteration 10Q: 3 clusters Score -105696.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -105731.484375 Penalty: 2536.116211
	Iteration 11Q: 3 clusters Score -105731.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -105766.218750 Penalty: 2536.116211
	Iteration 12Q: 3 clusters Score -105766.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -105789.101562 Penalty: 2536.116211
	Iteration 13Q: 3 clusters Score -105789.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -105805.875000 Penalty: 2536.116211
	Iteration 14Q: 3 clusters Score -105805.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -105822.945312 Penalty: 2536.116211
	Iteration 15Q: 3 clusters Score -105822.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -105839.656250 Penalty: 2536.116211
	Iteration 16Q: 3 clusters Score -105839.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -105854.562500 Penalty: 2536.116211
	Iteration 17Q: 3 clusters Score -105854.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -105886.578125 Penalty: 2536.116211
	Iteration 18Q: 3 clusters Score -105886.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -105911.414062 Penalty: 2536.116211
	Iteration 19Q: 3 clusters Score -105911.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -105935.609375 Penalty: 2536.116211
	Iteration 20F: 3 clusters Score -105935.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -105957.000000 Penalty: 2536.116211
	Iteration 21Q: 3 clusters Score -105957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -105971.156250 Penalty: 2536.116211
	Iteration 22Q: 3 clusters Score -105971.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -105984.421875 Penalty: 2536.116211
	Iteration 23Q: 3 clusters Score -105984.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -105992.578125 Penalty: 2536.116211
	Iteration 24Q: 3 clusters Score -105992.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -106003.164062 Penalty: 2536.116211
	Iteration 25Q: 3 clusters Score -106003.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -106015.429688 Penalty: 2536.116211
	Iteration 26Q: 3 clusters Score -106015.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -106023.851562 Penalty: 2536.116211
	Iteration 27Q: 3 clusters Score -106023.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -106027.390625 Penalty: 2536.116211
	Iteration 28Q: 3 clusters Score -106027.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -106030.117188 Penalty: 2536.116211
	Iteration 29Q: 3 clusters Score -106030.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -106035.359375 Penalty: 2536.116211
	Iteration 30Q: 3 clusters Score -106035.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -106038.687500 Penalty: 2536.116211
	Iteration 31Q: 3 clusters Score -106038.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -106043.070312 Penalty: 2536.116211
	Iteration 32Q: 3 clusters Score -106043.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -106055.015625 Penalty: 2536.116211
	Iteration 33Q: 3 clusters Score -106055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -106062.242188 Penalty: 2536.116211
	Iteration 34Q: 3 clusters Score -106062.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -106064.648438 Penalty: 2536.116211
	Iteration 35Q: 3 clusters Score -106064.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -106067.617188 Penalty: 2536.116211
	Iteration 36Q: 3 clusters Score -106067.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -106072.500000 Penalty: 2536.116211
	Iteration 37Q: 3 clusters Score -106072.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -106076.085938 Penalty: 2536.116211
	Iteration 38Q: 3 clusters Score -106076.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -106082.421875 Penalty: 2536.116211
	Iteration 39Q: 3 clusters Score -106082.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -106085.703125 Penalty: 2536.116211
	Iteration 40F: 3 clusters Score -106085.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -106090.195312 Penalty: 2536.116211
	Iteration 41Q: 3 clusters Score -106090.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -106095.875000 Penalty: 2536.116211
	Iteration 42Q: 3 clusters Score -106095.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -106101.906250 Penalty: 2536.116211
	Iteration 43Q: 3 clusters Score -106101.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -106106.023438 Penalty: 2536.116211
	Iteration 44Q: 3 clusters Score -106106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -106107.062500 Penalty: 2536.116211
	Iteration 45Q: 3 clusters Score -106107.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -106107.062500 Penalty: 2536.116211
	Iteration 46F: 3 clusters Score -106107.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Entering Unmasked Estep 
Score: -455905.031250 Penalty: 1487.470459
	Iteration 0F: 2 clusters Score -455905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -449078.125000 Penalty: 2974.940918
	Iteration 0F: 3 clusters Score -449078.1 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -451570.062500 Penalty: 2974.940918
	Iteration 1F: 3 clusters Score -451570.1 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -452058.031250 Penalty: 2974.940918
	Iteration 2F: 3 clusters Score -452058 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -452485.343750 Penalty: 2974.940918
	Iteration 3F: 3 clusters Score -452485.3 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -452867.281250 Penalty: 2974.940918
	Iteration 4F: 3 clusters Score -452867.3 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -453263.625000 Penalty: 2974.940918
	Iteration 5F: 3 clusters Score -453263.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -453674.031250 Penalty: 2974.940918
	Iteration 6F: 3 clusters Score -453674 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -454077.031250 Penalty: 2974.940918
	Iteration 7F: 3 clusters Score -454077 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -454440.156250 Penalty: 2974.940918
	Iteration 8F: 3 clusters Score -454440.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -454787.000000 Penalty: 2974.940918
	Iteration 9Q: 3 clusters Score -454787 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -455008.843750 Penalty: 2974.940918
	Iteration 10Q: 3 clusters Score -455008.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -455107.656250 Penalty: 2974.940918
	Iteration 11Q: 3 clusters Score -455107.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -455163.625000 Penalty: 2974.940918
	Iteration 12Q: 3 clusters Score -455163.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -455193.500000 Penalty: 2974.940918
	Iteration 13Q: 3 clusters Score -455193.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -455209.218750 Penalty: 2974.940918
	Iteration 14Q: 3 clusters Score -455209.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -455221.625000 Penalty: 2974.940918
	Iteration 15Q: 3 clusters Score -455221.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -455235.906250 Penalty: 2974.940918
	Iteration 16Q: 3 clusters Score -455235.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -455249.843750 Penalty: 2974.940918
	Iteration 17Q: 3 clusters Score -455249.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -455268.187500 Penalty: 2974.940918
	Iteration 18Q: 3 clusters Score -455268.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -455287.218750 Penalty: 2974.940918
	Iteration 19Q: 3 clusters Score -455287.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -455303.031250 Penalty: 2974.940918
	Iteration 20F: 3 clusters Score -455303 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -455319.812500 Penalty: 2974.940918
	Iteration 21Q: 3 clusters Score -455319.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -455330.500000 Penalty: 2974.940918
	Iteration 22Q: 3 clusters Score -455330.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -455346.562500 Penalty: 2974.940918
	Iteration 23Q: 3 clusters Score -455346.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -455362.125000 Penalty: 2974.940918
	Iteration 24Q: 3 clusters Score -455362.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -455382.343750 Penalty: 2974.940918
	Iteration 25Q: 3 clusters Score -455382.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -455394.343750 Penalty: 2974.940918
	Iteration 26Q: 3 clusters Score -455394.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -455407.093750 Penalty: 2974.940918
	Iteration 27Q: 3 clusters Score -455407.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -455412.312500 Penalty: 2974.940918
	Iteration 28Q: 3 clusters Score -455412.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -455417.531250 Penalty: 2974.940918
	Iteration 29Q: 3 clusters Score -455417.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -455420.531250 Penalty: 2974.940918
	Iteration 30Q: 3 clusters Score -455420.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -455425.000000 Penalty: 2974.940918
	Iteration 31Q: 3 clusters Score -455425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -455428.250000 Penalty: 2974.940918
	Iteration 32Q: 3 clusters Score -455428.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -455432.937500 Penalty: 2974.940918
	Iteration 33Q: 3 clusters Score -455432.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -455436.500000 Penalty: 2974.940918
	Iteration 34Q: 3 clusters Score -455436.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -455439.281250 Penalty: 2974.940918
	Iteration 35Q: 3 clusters Score -455439.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -455440.468750 Penalty: 2974.940918
	Iteration 36Q: 3 clusters Score -455440.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -455441.062500 Penalty: 2974.940918
	Iteration 37Q: 3 clusters Score -455441.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -455442.687500 Penalty: 2974.940918
	Iteration 38Q: 3 clusters Score -455442.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -455444.812500 Penalty: 2974.940918
	Iteration 39Q: 3 clusters Score -455444.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -455445.781250 Penalty: 2974.940918
	Iteration 40F: 3 clusters Score -455445.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -455445.593750 Penalty: 2974.940918
	Iteration 41Q: 3 clusters Score -455445.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -455445.750000 Penalty: 2974.940918
	Iteration 42Q: 3 clusters Score -455445.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -455447.343750 Penalty: 2974.940918
	Iteration 43Q: 3 clusters Score -455447.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -455449.562500 Penalty: 2974.940918
	Iteration 44Q: 3 clusters Score -455449.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -455449.781250 Penalty: 2974.940918
	Iteration 45Q: 3 clusters Score -455449.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -455451.000000 Penalty: 2974.940918
	Iteration 46Q: 3 clusters Score -455451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -455451.875000 Penalty: 2974.940918
	Iteration 47Q: 3 clusters Score -455451.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -455453.125000 Penalty: 2974.940918
	Iteration 48Q: 3 clusters Score -455453.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -455453.875000 Penalty: 2974.940918
	Iteration 49Q: 3 clusters Score -455453.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -455454.187500 Penalty: 2974.940918
	Iteration 50Q: 3 clusters Score -455454.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -455454.781250 Penalty: 2974.940918
	Iteration 51Q: 3 clusters Score -455454.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -455456.312500 Penalty: 2974.940918
	Iteration 52Q: 3 clusters Score -455456.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -455459.281250 Penalty: 2974.940918
	Iteration 53Q: 3 clusters Score -455459.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -455460.781250 Penalty: 2974.940918
	Iteration 54Q: 3 clusters Score -455460.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -455463.218750 Penalty: 2974.940918
	Iteration 55Q: 3 clusters Score -455463.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -455466.312500 Penalty: 2974.940918
	Iteration 56Q: 3 clusters Score -455466.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -455469.187500 Penalty: 2974.940918
	Iteration 57Q: 3 clusters Score -455469.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -455472.937500 Penalty: 2974.940918
	Iteration 58Q: 3 clusters Score -455472.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -455475.937500 Penalty: 2974.940918
	Iteration 59Q: 3 clusters Score -455475.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -455477.656250 Penalty: 2974.940918
	Iteration 60F: 3 clusters Score -455477.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -455479.187500 Penalty: 2974.940918
	Iteration 61Q: 3 clusters Score -455479.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -455478.937500 Penalty: 2974.940918
	Iteration 62Q: 3 clusters Score -455478.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -455480.531250 Penalty: 2974.940918
	Iteration 63Q: 3 clusters Score -455480.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -455479.687500 Penalty: 2974.940918
	Iteration 64Q: 3 clusters Score -455479.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -455479.625000 Penalty: 2974.940918
	Iteration 65Q: 3 clusters Score -455479.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -455480.812500 Penalty: 2974.940918
	Iteration 66Q: 3 clusters Score -455480.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -455480.937500 Penalty: 2974.940918
	Iteration 67Q: 3 clusters Score -455480.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -455481.156250 Penalty: 2974.940918
	Iteration 68Q: 3 clusters Score -455481.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -455481.312500 Penalty: 2974.940918
	Iteration 69Q: 3 clusters Score -455481.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -455481.437500 Penalty: 2974.940918
	Iteration 70Q: 3 clusters Score -455481.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -455482.531250 Penalty: 2974.940918
	Iteration 71Q: 3 clusters Score -455482.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -455483.562500 Penalty: 2974.940918
	Iteration 72Q: 3 clusters Score -455483.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -455485.843750 Penalty: 2974.940918
	Iteration 73Q: 3 clusters Score -455485.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -455488.031250 Penalty: 2974.940918
	Iteration 74Q: 3 clusters Score -455488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -455490.875000 Penalty: 2974.940918
	Iteration 75Q: 3 clusters Score -455490.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -455491.500000 Penalty: 2974.940918
	Iteration 76Q: 3 clusters Score -455491.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -455492.593750 Penalty: 2974.940918
	Iteration 77Q: 3 clusters Score -455492.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -455493.937500 Penalty: 2974.940918
	Iteration 78Q: 3 clusters Score -455493.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -455496.375000 Penalty: 2974.940918
	Iteration 79Q: 3 clusters Score -455496.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -455498.656250 Penalty: 2974.940918
	Iteration 80F: 3 clusters Score -455498.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -455498.218750 Penalty: 2974.940918
	Iteration 81Q: 3 clusters Score -455498.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -455501.250000 Penalty: 2974.940918
	Iteration 82Q: 3 clusters Score -455501.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -455501.500000 Penalty: 2974.940918
	Iteration 83Q: 3 clusters Score -455501.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -455500.562500 Penalty: 2974.940918
	Iteration 84Q: 3 clusters Score -455500.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -455502.843750 Penalty: 2974.940918
	Iteration 85Q: 3 clusters Score -455502.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -455503.031250 Penalty: 2974.940918
	Iteration 86Q: 3 clusters Score -455503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -455502.718750 Penalty: 2974.940918
	Iteration 87Q: 3 clusters Score -455502.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -455502.218750 Penalty: 2974.940918
	Iteration 88Q: 3 clusters Score -455502.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -455502.218750 Penalty: 2974.940918
	Iteration 89F: 3 clusters Score -455502.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Entering Unmasked Estep 
Score: -501534.781250 Penalty: 1494.438721
	Iteration 0F: 2 clusters Score -501534.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -494478.625000 Penalty: 2988.877441
	Iteration 0F: 3 clusters Score -494478.6 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -496708.125000 Penalty: 2988.877441
	Iteration 1F: 3 clusters Score -496708.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -496898.437500 Penalty: 2988.877441
	Iteration 2F: 3 clusters Score -496898.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -497056.375000 Penalty: 2988.877441
	Iteration 3Q: 3 clusters Score -497056.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -497188.906250 Penalty: 2988.877441
	Iteration 4Q: 3 clusters Score -497188.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -497308.687500 Penalty: 2988.877441
	Iteration 5Q: 3 clusters Score -497308.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -497435.750000 Penalty: 2988.877441
	Iteration 6Q: 3 clusters Score -497435.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -497583.718750 Penalty: 2988.877441
	Iteration 7Q: 3 clusters Score -497583.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -497769.812500 Penalty: 2988.877441
	Iteration 8Q: 3 clusters Score -497769.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -498022.156250 Penalty: 2988.877441
	Iteration 9Q: 3 clusters Score -498022.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -498298.250000 Penalty: 2988.877441
	Iteration 10Q: 3 clusters Score -498298.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -498577.218750 Penalty: 2988.877441
	Iteration 11Q: 3 clusters Score -498577.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -498858.156250 Penalty: 2988.877441
	Iteration 12Q: 3 clusters Score -498858.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -499196.218750 Penalty: 2988.877441
	Iteration 13Q: 3 clusters Score -499196.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -499465.187500 Penalty: 2988.877441
	Iteration 14Q: 3 clusters Score -499465.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -499683.468750 Penalty: 2988.877441
	Iteration 15Q: 3 clusters Score -499683.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -499855.812500 Penalty: 2988.877441
	Iteration 16Q: 3 clusters Score -499855.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -499967.312500 Penalty: 2988.877441
	Iteration 17Q: 3 clusters Score -499967.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -500032.625000 Penalty: 2988.877441
	Iteration 18Q: 3 clusters Score -500032.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -500090.343750 Penalty: 2988.877441
	Iteration 19Q: 3 clusters Score -500090.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -500148.656250 Penalty: 2988.877441
	Iteration 20F: 3 clusters Score -500148.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -500192.406250 Penalty: 2988.877441
	Iteration 21Q: 3 clusters Score -500192.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -500224.687500 Penalty: 2988.877441
	Iteration 22Q: 3 clusters Score -500224.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -500249.812500 Penalty: 2988.877441
	Iteration 23Q: 3 clusters Score -500249.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -500282.593750 Penalty: 2988.877441
	Iteration 24Q: 3 clusters Score -500282.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -500300.593750 Penalty: 2988.877441
	Iteration 25Q: 3 clusters Score -500300.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -500315.593750 Penalty: 2988.877441
	Iteration 26Q: 3 clusters Score -500315.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -500327.375000 Penalty: 2988.877441
	Iteration 27Q: 3 clusters Score -500327.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -500339.437500 Penalty: 2988.877441
	Iteration 28Q: 3 clusters Score -500339.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -500358.312500 Penalty: 2988.877441
	Iteration 29Q: 3 clusters Score -500358.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -500369.968750 Penalty: 2988.877441
	Iteration 30Q: 3 clusters Score -500370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -500380.625000 Penalty: 2988.877441
	Iteration 31Q: 3 clusters Score -500380.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -500385.593750 Penalty: 2988.877441
	Iteration 32Q: 3 clusters Score -500385.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -500389.812500 Penalty: 2988.877441
	Iteration 33Q: 3 clusters Score -500389.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -500397.781250 Penalty: 2988.877441
	Iteration 34Q: 3 clusters Score -500397.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -500403.968750 Penalty: 2988.877441
	Iteration 35Q: 3 clusters Score -500404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -500410.750000 Penalty: 2988.877441
	Iteration 36Q: 3 clusters Score -500410.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -500411.500000 Penalty: 2988.877441
	Iteration 37Q: 3 clusters Score -500411.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -500411.906250 Penalty: 2988.877441
	Iteration 38Q: 3 clusters Score -500411.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -500411.906250 Penalty: 2988.877441
	Iteration 39F: 3 clusters Score -500411.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Entering Unmasked Estep 
Score: -85293.812500 Penalty: 1219.642456
	Iteration 0F: 2 clusters Score -85293.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -83317.390625 Penalty: 2439.284912
	Iteration 0F: 3 clusters Score -83317.39 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -83783.539062 Penalty: 2439.284912
	Iteration 1F: 3 clusters Score -83783.54 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -83888.140625 Penalty: 2439.284912
	Iteration 2F: 3 clusters Score -83888.14 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -83969.835938 Penalty: 2439.284912
	Iteration 3F: 3 clusters Score -83969.84 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -84061.781250 Penalty: 2439.284912
	Iteration 4Q: 3 clusters Score -84061.78 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -84179.531250 Penalty: 2439.284912
	Iteration 5Q: 3 clusters Score -84179.53 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -84275.664062 Penalty: 2439.284912
	Iteration 6Q: 3 clusters Score -84275.66 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -84447.234375 Penalty: 2439.284912
	Iteration 7Q: 3 clusters Score -84447.23 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -84666.976562 Penalty: 2439.284912
	Iteration 8Q: 3 clusters Score -84666.98 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -84767.757812 Penalty: 2439.284912
	Iteration 9Q: 3 clusters Score -84767.76 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -84821.234375 Penalty: 2439.284912
	Iteration 10Q: 3 clusters Score -84821.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -84866.828125 Penalty: 2439.284912
	Iteration 11Q: 3 clusters Score -84866.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -84890.757812 Penalty: 2439.284912
	Iteration 12Q: 3 clusters Score -84890.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -84913.226562 Penalty: 2439.284912
	Iteration 13Q: 3 clusters Score -84913.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -84930.453125 Penalty: 2439.284912
	Iteration 14Q: 3 clusters Score -84930.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -84935.812500 Penalty: 2439.284912
	Iteration 15Q: 3 clusters Score -84935.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -84939.289062 Penalty: 2439.284912
	Iteration 16Q: 3 clusters Score -84939.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -84945.492188 Penalty: 2439.284912
	Iteration 17Q: 3 clusters Score -84945.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -84948.906250 Penalty: 2439.284912
	Iteration 18Q: 3 clusters Score -84948.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -84950.710938 Penalty: 2439.284912
	Iteration 19Q: 3 clusters Score -84950.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -84950.843750 Penalty: 2439.284912
	Iteration 20F: 3 clusters Score -84950.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -84951.140625 Penalty: 2439.284912
	Iteration 21Q: 3 clusters Score -84951.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -84951.140625 Penalty: 2439.284912
	Iteration 22F: 3 clusters Score -84951.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (76802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76802 members 
Entering Unmasked Estep 
Score: -4124160.000000 Penalty: 1827.960205
	Iteration 0F: 2 clusters Score -4124160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -4072835.250000 Penalty: 3655.920410
	Iteration 0F: 3 clusters Score -4072835 nChanged 36451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -4094801.250000 Penalty: 3655.920410
	Iteration 1F: 3 clusters Score -4094801 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -4096694.750000 Penalty: 3655.920410
	Iteration 2F: 3 clusters Score -4096695 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -4099656.000000 Penalty: 3655.920410
	Iteration 3F: 3 clusters Score -4099656 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 56946 members 
Entering Unmasked Estep 
Score: -4104347.750000 Penalty: 3655.920410
	Iteration 4F: 3 clusters Score -4104348 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 63253 members 
Entering Unmasked Estep 
Score: -4110340.000000 Penalty: 3655.920410
	Iteration 5F: 3 clusters Score -4110340 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 68702 members 
Entering Unmasked Estep 
Score: -4115749.750000 Penalty: 3655.920410
	Iteration 6F: 3 clusters Score -4115750 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 72387 members 
Entering Unmasked Estep 
Score: -4119372.500000 Penalty: 3655.920410
	Iteration 7Q: 3 clusters Score -4119372 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 74333 members 
Entering Unmasked Estep 
Score: -4121181.000000 Penalty: 3655.920410
	Iteration 8Q: 3 clusters Score -4121181 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 75240 members 
Entering Unmasked Estep 
Score: -4121990.250000 Penalty: 3655.920410
	Iteration 9Q: 3 clusters Score -4121990 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 75598 members 
Entering Unmasked Estep 
Score: -4122387.250000 Penalty: 3655.920410
	Iteration 10Q: 3 clusters Score -4122387 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 75742 members 
Entering Unmasked Estep 
Score: -4122585.000000 Penalty: 3655.920410
	Iteration 11Q: 3 clusters Score -4122585 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 75791 members 
Entering Unmasked Estep 
Score: -4122743.250000 Penalty: 3655.920410
	Iteration 12Q: 3 clusters Score -4122743 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 75825 members 
Entering Unmasked Estep 
Score: -4122846.000000 Penalty: 3655.920410
	Iteration 13Q: 3 clusters Score -4122846 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 75834 members 
Entering Unmasked Estep 
Score: -4122908.000000 Penalty: 3655.920410
	Iteration 14Q: 3 clusters Score -4122908 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 75852 members 
Entering Unmasked Estep 
Score: -4122945.000000 Penalty: 3655.920410
	Iteration 15Q: 3 clusters Score -4122945 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 75853 members 
Entering Unmasked Estep 
Score: -4122970.250000 Penalty: 3655.920410
	Iteration 16Q: 3 clusters Score -4122970 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 75852 members 
Entering Unmasked Estep 
Score: -4122978.000000 Penalty: 3655.920410
	Iteration 17Q: 3 clusters Score -4122978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 75859 members 
Entering Unmasked Estep 
Score: -4122987.500000 Penalty: 3655.920410
	Iteration 18Q: 3 clusters Score -4122988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 75862 members 
Entering Unmasked Estep 
Score: -4122981.250000 Penalty: 3655.920410
	Iteration 19Q: 3 clusters Score -4122981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 75869 members 
Entering Unmasked Estep 
Score: -4122998.000000 Penalty: 3655.920410
	Iteration 20F: 3 clusters Score -4122998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 75876 members 
Entering Unmasked Estep 
Score: -4123000.250000 Penalty: 3655.920410
	Iteration 21Q: 3 clusters Score -4123000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 75877 members 
Entering Unmasked Estep 
Score: -4122998.000000 Penalty: 3655.920410
	Iteration 22Q: 3 clusters Score -4122998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 75879 members 
Entering Unmasked Estep 
Score: -4122998.250000 Penalty: 3655.920410
	Iteration 23Q: 3 clusters Score -4122998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 75882 members 
Entering Unmasked Estep 
Score: -4123004.750000 Penalty: 3655.920410
	Iteration 24Q: 3 clusters Score -4123005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 75887 members 
Entering Unmasked Estep 
Score: -4123006.500000 Penalty: 3655.920410
	Iteration 25Q: 3 clusters Score -4123006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 75894 members 
Entering Unmasked Estep 
Score: -4123011.250000 Penalty: 3655.920410
	Iteration 26Q: 3 clusters Score -4123011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 75898 members 
Entering Unmasked Estep 
Score: -4123016.250000 Penalty: 3655.920410
	Iteration 27Q: 3 clusters Score -4123016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 75901 members 
Entering Unmasked Estep 
Score: -4123014.250000 Penalty: 3655.920410
	Iteration 28Q: 3 clusters Score -4123014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 75900 members 
Entering Unmasked Estep 
Score: -4123013.750000 Penalty: 3655.920410
	Iteration 29Q: 3 clusters Score -4123014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 75899 members 
Entering Unmasked Estep 
Score: -4123013.250000 Penalty: 3655.920410
	Iteration 30Q: 3 clusters Score -4123013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 75899 members 
Entering Unmasked Estep 
Score: -4123013.250000 Penalty: 3655.920410
	Iteration 31F: 3 clusters Score -4123013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Entering Unmasked Estep 
Score: -105631.351562 Penalty: 1247.502319
	Iteration 0F: 2 clusters Score -105631.4 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 1062 members 
Entering Unmasked Estep 
Score: -103446.187500 Penalty: 2495.004639
	Iteration 0F: 3 clusters Score -103446.2 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -103923.218750 Penalty: 2495.004639
	Iteration 1F: 3 clusters Score -103923.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -104050.937500 Penalty: 2495.004639
	Iteration 2F: 3 clusters Score -104050.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -104105.859375 Penalty: 2495.004639
	Iteration 3Q: 3 clusters Score -104105.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -104156.039062 Penalty: 2495.004639
	Iteration 4Q: 3 clusters Score -104156 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -104195.062500 Penalty: 2495.004639
	Iteration 5Q: 3 clusters Score -104195.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -104227.875000 Penalty: 2495.004639
	Iteration 6Q: 3 clusters Score -104227.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -104255.648438 Penalty: 2495.004639
	Iteration 7Q: 3 clusters Score -104255.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -104274.031250 Penalty: 2495.004639
	Iteration 8Q: 3 clusters Score -104274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -104288.929688 Penalty: 2495.004639
	Iteration 9Q: 3 clusters Score -104288.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -104301.328125 Penalty: 2495.004639
	Iteration 10Q: 3 clusters Score -104301.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -104310.906250 Penalty: 2495.004639
	Iteration 11Q: 3 clusters Score -104310.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -104317.976562 Penalty: 2495.004639
	Iteration 12Q: 3 clusters Score -104318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -104324.187500 Penalty: 2495.004639
	Iteration 13Q: 3 clusters Score -104324.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -104337.171875 Penalty: 2495.004639
	Iteration 14Q: 3 clusters Score -104337.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -104351.804688 Penalty: 2495.004639
	Iteration 15Q: 3 clusters Score -104351.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -104361.945312 Penalty: 2495.004639
	Iteration 16Q: 3 clusters Score -104361.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -104375.945312 Penalty: 2495.004639
	Iteration 17Q: 3 clusters Score -104375.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -104391.898438 Penalty: 2495.004639
	Iteration 18Q: 3 clusters Score -104391.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -104416.007812 Penalty: 2495.004639
	Iteration 19Q: 3 clusters Score -104416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -104460.257812 Penalty: 2495.004639
	Iteration 20F: 3 clusters Score -104460.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -104535.437500 Penalty: 2495.004639
	Iteration 21Q: 3 clusters Score -104535.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -104642.218750 Penalty: 2495.004639
	Iteration 22Q: 3 clusters Score -104642.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -104765.406250 Penalty: 2495.004639
	Iteration 23Q: 3 clusters Score -104765.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -104873.554688 Penalty: 2495.004639
	Iteration 24Q: 3 clusters Score -104873.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -104959.437500 Penalty: 2495.004639
	Iteration 25Q: 3 clusters Score -104959.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -105041.710938 Penalty: 2495.004639
	Iteration 26Q: 3 clusters Score -105041.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -105094.851562 Penalty: 2495.004639
	Iteration 27Q: 3 clusters Score -105094.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -105131.875000 Penalty: 2495.004639
	Iteration 28Q: 3 clusters Score -105131.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -105170.929688 Penalty: 2495.004639
	Iteration 29Q: 3 clusters Score -105170.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -105215.250000 Penalty: 2495.004639
	Iteration 30Q: 3 clusters Score -105215.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -105241.476562 Penalty: 2495.004639
	Iteration 31Q: 3 clusters Score -105241.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -105254.906250 Penalty: 2495.004639
	Iteration 32Q: 3 clusters Score -105254.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -105259.562500 Penalty: 2495.004639
	Iteration 33Q: 3 clusters Score -105259.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -105263.507812 Penalty: 2495.004639
	Iteration 34Q: 3 clusters Score -105263.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -105266.320312 Penalty: 2495.004639
	Iteration 35Q: 3 clusters Score -105266.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -105267.898438 Penalty: 2495.004639
	Iteration 36Q: 3 clusters Score -105267.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -105269.351562 Penalty: 2495.004639
	Iteration 37Q: 3 clusters Score -105269.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -105269.460938 Penalty: 2495.004639
	Iteration 38Q: 3 clusters Score -105269.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -105269.460938 Penalty: 2495.004639
	Iteration 39F: 3 clusters Score -105269.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (90649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90649 members 
Entering Unmasked Estep 
Score: -4814810.500000 Penalty: 1854.896851
	Iteration 0F: 2 clusters Score -4814810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -4754173.500000 Penalty: 3709.793701
	Iteration 0F: 3 clusters Score -4754174 nChanged 43312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47478 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -4779360.500000 Penalty: 3709.793701
	Iteration 1F: 3 clusters Score -4779360 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -4780309.500000 Penalty: 3709.793701
	Iteration 2Q: 3 clusters Score -4780310 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -4781605.500000 Penalty: 3709.793701
	Iteration 3Q: 3 clusters Score -4781606 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51617 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -4783565.000000 Penalty: 3709.793701
	Iteration 4Q: 3 clusters Score -4783565 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54019 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -4786505.000000 Penalty: 3709.793701
	Iteration 5F: 3 clusters Score -4786505 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56858 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -4790554.000000 Penalty: 3709.793701
	Iteration 6F: 3 clusters Score -4790554 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59767 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -4795276.500000 Penalty: 3709.793701
	Iteration 7F: 3 clusters Score -4795276 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62025 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -4799142.000000 Penalty: 3709.793701
	Iteration 8F: 3 clusters Score -4799142 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63467 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -4801811.500000 Penalty: 3709.793701
	Iteration 9F: 3 clusters Score -4801812 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64472 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -4803253.500000 Penalty: 3709.793701
	Iteration 10Q: 3 clusters Score -4803254 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -4804212.500000 Penalty: 3709.793701
	Iteration 11Q: 3 clusters Score -4804212 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66101 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -4804733.500000 Penalty: 3709.793701
	Iteration 12Q: 3 clusters Score -4804734 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66830 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -4805059.500000 Penalty: 3709.793701
	Iteration 13Q: 3 clusters Score -4805060 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67558 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -4805272.000000 Penalty: 3709.793701
	Iteration 14Q: 3 clusters Score -4805272 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68302 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -4805497.500000 Penalty: 3709.793701
	Iteration 15Q: 3 clusters Score -4805498 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69073 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -4805683.500000 Penalty: 3709.793701
	Iteration 16Q: 3 clusters Score -4805684 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69866 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -4805877.000000 Penalty: 3709.793701
	Iteration 17Q: 3 clusters Score -4805877 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70688 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -4806082.000000 Penalty: 3709.793701
	Iteration 18Q: 3 clusters Score -4806082 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71535 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -4806281.000000 Penalty: 3709.793701
	Iteration 19Q: 3 clusters Score -4806281 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72404 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -4806475.500000 Penalty: 3709.793701
	Iteration 20F: 3 clusters Score -4806476 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73275 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -4806691.000000 Penalty: 3709.793701
	Iteration 21Q: 3 clusters Score -4806691 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74192 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -4806921.500000 Penalty: 3709.793701
	Iteration 22Q: 3 clusters Score -4806922 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75129 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -4807183.000000 Penalty: 3709.793701
	Iteration 23Q: 3 clusters Score -4807183 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76106 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -4807490.000000 Penalty: 3709.793701
	Iteration 24Q: 3 clusters Score -4807490 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77146 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -4807819.000000 Penalty: 3709.793701
	Iteration 25Q: 3 clusters Score -4807819 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78136 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -4808109.000000 Penalty: 3709.793701
	Iteration 26Q: 3 clusters Score -4808109 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79136 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -4808450.500000 Penalty: 3709.793701
	Iteration 27Q: 3 clusters Score -4808450 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80126 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -4808778.000000 Penalty: 3709.793701
	Iteration 28Q: 3 clusters Score -4808778 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -4809160.000000 Penalty: 3709.793701
	Iteration 29Q: 3 clusters Score -4809160 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82112 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -4809568.500000 Penalty: 3709.793701
	Iteration 30Q: 3 clusters Score -4809568 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83054 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -4810014.000000 Penalty: 3709.793701
	Iteration 31Q: 3 clusters Score -4810014 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83950 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -4810442.000000 Penalty: 3709.793701
	Iteration 32Q: 3 clusters Score -4810442 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84794 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -4810848.000000 Penalty: 3709.793701
	Iteration 33Q: 3 clusters Score -4810848 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85539 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -4811205.500000 Penalty: 3709.793701
	Iteration 34Q: 3 clusters Score -4811206 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86182 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -4811520.500000 Penalty: 3709.793701
	Iteration 35Q: 3 clusters Score -4811520 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86732 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -4811794.500000 Penalty: 3709.793701
	Iteration 36Q: 3 clusters Score -4811794 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87190 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -4812025.500000 Penalty: 3709.793701
	Iteration 37Q: 3 clusters Score -4812026 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87580 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -4812185.000000 Penalty: 3709.793701
	Iteration 38Q: 3 clusters Score -4812185 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87916 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -4812327.000000 Penalty: 3709.793701
	Iteration 39Q: 3 clusters Score -4812327 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88208 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -4812472.500000 Penalty: 3709.793701
	Iteration 40F: 3 clusters Score -4812472 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88461 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4812580.000000 Penalty: 3709.793701
	Iteration 41Q: 3 clusters Score -4812580 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88663 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4812688.500000 Penalty: 3709.793701
	Iteration 42Q: 3 clusters Score -4812688 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88847 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4812767.000000 Penalty: 3709.793701
	Iteration 43Q: 3 clusters Score -4812767 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88981 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4812832.500000 Penalty: 3709.793701
	Iteration 44Q: 3 clusters Score -4812832 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89102 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4812885.500000 Penalty: 3709.793701
	Iteration 45Q: 3 clusters Score -4812886 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89204 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4812932.500000 Penalty: 3709.793701
	Iteration 46Q: 3 clusters Score -4812932 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89288 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4812967.000000 Penalty: 3709.793701
	Iteration 47Q: 3 clusters Score -4812967 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89357 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4813000.500000 Penalty: 3709.793701
	Iteration 48Q: 3 clusters Score -4813000 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89417 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4813018.000000 Penalty: 3709.793701
	Iteration 49Q: 3 clusters Score -4813018 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89481 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4813035.000000 Penalty: 3709.793701
	Iteration 50Q: 3 clusters Score -4813035 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89528 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4813058.500000 Penalty: 3709.793701
	Iteration 51Q: 3 clusters Score -4813058 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89582 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4813084.000000 Penalty: 3709.793701
	Iteration 52Q: 3 clusters Score -4813084 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89625 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4813093.500000 Penalty: 3709.793701
	Iteration 53Q: 3 clusters Score -4813094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89656 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4813099.000000 Penalty: 3709.793701
	Iteration 54Q: 3 clusters Score -4813099 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89678 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4813113.000000 Penalty: 3709.793701
	Iteration 55Q: 3 clusters Score -4813113 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89701 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4813128.500000 Penalty: 3709.793701
	Iteration 56Q: 3 clusters Score -4813128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89726 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4813137.000000 Penalty: 3709.793701
	Iteration 57Q: 3 clusters Score -4813137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89744 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4813147.000000 Penalty: 3709.793701
	Iteration 58Q: 3 clusters Score -4813147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89760 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4813141.000000 Penalty: 3709.793701
	Iteration 59Q: 3 clusters Score -4813141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89773 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4813149.500000 Penalty: 3709.793701
	Iteration 60F: 3 clusters Score -4813150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89786 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4813156.500000 Penalty: 3709.793701
	Iteration 61Q: 3 clusters Score -4813156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89799 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4813158.000000 Penalty: 3709.793701
	Iteration 62Q: 3 clusters Score -4813158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89807 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4813167.500000 Penalty: 3709.793701
	Iteration 63Q: 3 clusters Score -4813168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89813 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4813171.500000 Penalty: 3709.793701
	Iteration 64Q: 3 clusters Score -4813172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89816 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4813172.500000 Penalty: 3709.793701
	Iteration 65Q: 3 clusters Score -4813172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89820 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4813179.500000 Penalty: 3709.793701
	Iteration 66Q: 3 clusters Score -4813180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89825 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4813183.500000 Penalty: 3709.793701
	Iteration 67Q: 3 clusters Score -4813184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89835 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4813200.000000 Penalty: 3709.793701
	Iteration 68Q: 3 clusters Score -4813200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89847 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4813199.500000 Penalty: 3709.793701
	Iteration 69Q: 3 clusters Score -4813200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89857 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4813198.000000 Penalty: 3709.793701
	Iteration 70Q: 3 clusters Score -4813198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89861 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4813200.000000 Penalty: 3709.793701
	Iteration 71Q: 3 clusters Score -4813200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89863 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4813201.500000 Penalty: 3709.793701
	Iteration 72Q: 3 clusters Score -4813202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89868 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4813205.000000 Penalty: 3709.793701
	Iteration 73Q: 3 clusters Score -4813205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89871 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4813205.500000 Penalty: 3709.793701
	Iteration 74Q: 3 clusters Score -4813206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89873 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4813206.500000 Penalty: 3709.793701
	Iteration 75Q: 3 clusters Score -4813206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89874 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4813205.000000 Penalty: 3709.793701
	Iteration 76Q: 3 clusters Score -4813205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89875 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4813203.000000 Penalty: 3709.793701
	Iteration 77Q: 3 clusters Score -4813203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89875 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4813203.000000 Penalty: 3709.793701
	Iteration 78F: 3 clusters Score -4813203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -19990.796875 Penalty: 1003.240234
	Iteration 0F: 2 clusters Score -19990.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -18929.785156 Penalty: 2006.480469
	Iteration 0F: 3 clusters Score -18929.79 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19080.886719 Penalty: 2006.480469
	Iteration 1F: 3 clusters Score -19080.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19125.718750 Penalty: 2006.480469
	Iteration 2F: 3 clusters Score -19125.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19144.058594 Penalty: 2006.480469
	Iteration 3Q: 3 clusters Score -19144.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -19161.798828 Penalty: 2006.480469
	Iteration 4Q: 3 clusters Score -19161.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19178.089844 Penalty: 2006.480469
	Iteration 5Q: 3 clusters Score -19178.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -19188.949219 Penalty: 2006.480469
	Iteration 6Q: 3 clusters Score -19188.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19202.855469 Penalty: 2006.480469
	Iteration 7Q: 3 clusters Score -19202.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19238.996094 Penalty: 2006.480469
	Iteration 8Q: 3 clusters Score -19239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19251.181641 Penalty: 2006.480469
	Iteration 9Q: 3 clusters Score -19251.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -19258.140625 Penalty: 2006.480469
	Iteration 10Q: 3 clusters Score -19258.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19261.494141 Penalty: 2006.480469
	Iteration 11Q: 3 clusters Score -19261.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19261.494141 Penalty: 2006.480469
	Iteration 12F: 3 clusters Score -19261.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Entering Unmasked Estep 
Score: -1517808.875000 Penalty: 1672.197998
	Iteration 0F: 2 clusters Score -1517809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1497942.250000 Penalty: 3344.395996
	Iteration 0F: 3 clusters Score -1497942 nChanged 13564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1505492.500000 Penalty: 3344.395996
	Iteration 1F: 3 clusters Score -1505492 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -1505993.375000 Penalty: 3344.395996
	Iteration 2Q: 3 clusters Score -1505993 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1506492.375000 Penalty: 3344.395996
	Iteration 3Q: 3 clusters Score -1506492 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -1507057.500000 Penalty: 3344.395996
	Iteration 4Q: 3 clusters Score -1507058 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -1507737.875000 Penalty: 3344.395996
	Iteration 5Q: 3 clusters Score -1507738 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -1508619.125000 Penalty: 3344.395996
	Iteration 6F: 3 clusters Score -1508619 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -1509660.750000 Penalty: 3344.395996
	Iteration 7F: 3 clusters Score -1509661 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -1510778.000000 Penalty: 3344.395996
	Iteration 8F: 3 clusters Score -1510778 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -1511697.875000 Penalty: 3344.395996
	Iteration 9F: 3 clusters Score -1511698 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -1512327.625000 Penalty: 3344.395996
	Iteration 10Q: 3 clusters Score -1512328 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -1512742.750000 Penalty: 3344.395996
	Iteration 11Q: 3 clusters Score -1512743 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -1513044.125000 Penalty: 3344.395996
	Iteration 12Q: 3 clusters Score -1513044 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -1513245.875000 Penalty: 3344.395996
	Iteration 13Q: 3 clusters Score -1513246 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -1513403.000000 Penalty: 3344.395996
	Iteration 14Q: 3 clusters Score -1513403 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -1513548.000000 Penalty: 3344.395996
	Iteration 15Q: 3 clusters Score -1513548 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -1513703.000000 Penalty: 3344.395996
	Iteration 16Q: 3 clusters Score -1513703 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -1513843.250000 Penalty: 3344.395996
	Iteration 17Q: 3 clusters Score -1513843 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -1513985.125000 Penalty: 3344.395996
	Iteration 18Q: 3 clusters Score -1513985 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -1514148.000000 Penalty: 3344.395996
	Iteration 19Q: 3 clusters Score -1514148 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -1514339.000000 Penalty: 3344.395996
	Iteration 20F: 3 clusters Score -1514339 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -1514535.000000 Penalty: 3344.395996
	Iteration 21Q: 3 clusters Score -1514535 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -1514784.000000 Penalty: 3344.395996
	Iteration 22Q: 3 clusters Score -1514784 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -1515026.875000 Penalty: 3344.395996
	Iteration 23Q: 3 clusters Score -1515027 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -1515256.375000 Penalty: 3344.395996
	Iteration 24Q: 3 clusters Score -1515256 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -1515464.625000 Penalty: 3344.395996
	Iteration 25Q: 3 clusters Score -1515465 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -1515653.625000 Penalty: 3344.395996
	Iteration 26Q: 3 clusters Score -1515654 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -1515806.750000 Penalty: 3344.395996
	Iteration 27Q: 3 clusters Score -1515807 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -1515920.750000 Penalty: 3344.395996
	Iteration 28Q: 3 clusters Score -1515921 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -1516028.125000 Penalty: 3344.395996
	Iteration 29Q: 3 clusters Score -1516028 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -1516126.750000 Penalty: 3344.395996
	Iteration 30Q: 3 clusters Score -1516127 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -1516205.750000 Penalty: 3344.395996
	Iteration 31Q: 3 clusters Score -1516206 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -1516265.875000 Penalty: 3344.395996
	Iteration 32Q: 3 clusters Score -1516266 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -1516306.750000 Penalty: 3344.395996
	Iteration 33Q: 3 clusters Score -1516307 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -1516335.750000 Penalty: 3344.395996
	Iteration 34Q: 3 clusters Score -1516336 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -1516359.125000 Penalty: 3344.395996
	Iteration 35Q: 3 clusters Score -1516359 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -1516381.375000 Penalty: 3344.395996
	Iteration 36Q: 3 clusters Score -1516381 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -1516400.750000 Penalty: 3344.395996
	Iteration 37Q: 3 clusters Score -1516401 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -1516416.375000 Penalty: 3344.395996
	Iteration 38Q: 3 clusters Score -1516416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -1516434.750000 Penalty: 3344.395996
	Iteration 39Q: 3 clusters Score -1516435 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -1516446.625000 Penalty: 3344.395996
	Iteration 40F: 3 clusters Score -1516447 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -1516468.875000 Penalty: 3344.395996
	Iteration 41Q: 3 clusters Score -1516469 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -1516489.000000 Penalty: 3344.395996
	Iteration 42Q: 3 clusters Score -1516489 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -1516511.125000 Penalty: 3344.395996
	Iteration 43Q: 3 clusters Score -1516511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -1516530.250000 Penalty: 3344.395996
	Iteration 44Q: 3 clusters Score -1516530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -1516538.875000 Penalty: 3344.395996
	Iteration 45Q: 3 clusters Score -1516539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -1516548.375000 Penalty: 3344.395996
	Iteration 46Q: 3 clusters Score -1516548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -1516555.375000 Penalty: 3344.395996
	Iteration 47Q: 3 clusters Score -1516555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -1516561.000000 Penalty: 3344.395996
	Iteration 48Q: 3 clusters Score -1516561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -1516561.250000 Penalty: 3344.395996
	Iteration 49Q: 3 clusters Score -1516561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -1516559.875000 Penalty: 3344.395996
	Iteration 50Q: 3 clusters Score -1516560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -1516563.875000 Penalty: 3344.395996
	Iteration 51Q: 3 clusters Score -1516564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -1516566.750000 Penalty: 3344.395996
	Iteration 52Q: 3 clusters Score -1516567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -1516568.000000 Penalty: 3344.395996
	Iteration 53Q: 3 clusters Score -1516568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -1516570.000000 Penalty: 3344.395996
	Iteration 54Q: 3 clusters Score -1516570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -1516573.000000 Penalty: 3344.395996
	Iteration 55Q: 3 clusters Score -1516573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -1516573.375000 Penalty: 3344.395996
	Iteration 56Q: 3 clusters Score -1516573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -1516572.250000 Penalty: 3344.395996
	Iteration 57Q: 3 clusters Score -1516572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -1516571.625000 Penalty: 3344.395996
	Iteration 58Q: 3 clusters Score -1516572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -1516572.750000 Penalty: 3344.395996
	Iteration 59Q: 3 clusters Score -1516573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -1516573.375000 Penalty: 3344.395996
	Iteration 60F: 3 clusters Score -1516573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -1516577.000000 Penalty: 3344.395996
	Iteration 61Q: 3 clusters Score -1516577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -1516577.000000 Penalty: 3344.395996
	Iteration 62F: 3 clusters Score -1516577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Entering Unmasked Estep 
Score: -97978.546875 Penalty: 1276.526001
	Iteration 0F: 2 clusters Score -97978.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -95517.242188 Penalty: 2553.052002
	Iteration 0F: 3 clusters Score -95517.24 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -96145.546875 Penalty: 2553.052002
	Iteration 1F: 3 clusters Score -96145.55 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -96312.507812 Penalty: 2553.052002
	Iteration 2F: 3 clusters Score -96312.51 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -96419.375000 Penalty: 2553.052002
	Iteration 3F: 3 clusters Score -96419.38 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -96492.460938 Penalty: 2553.052002
	Iteration 4Q: 3 clusters Score -96492.46 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -96540.132812 Penalty: 2553.052002
	Iteration 5Q: 3 clusters Score -96540.13 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -96578.312500 Penalty: 2553.052002
	Iteration 6Q: 3 clusters Score -96578.31 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -96609.609375 Penalty: 2553.052002
	Iteration 7Q: 3 clusters Score -96609.61 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -96629.671875 Penalty: 2553.052002
	Iteration 8Q: 3 clusters Score -96629.67 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -96642.468750 Penalty: 2553.052002
	Iteration 9Q: 3 clusters Score -96642.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -96651.843750 Penalty: 2553.052002
	Iteration 10Q: 3 clusters Score -96651.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -96659.390625 Penalty: 2553.052002
	Iteration 11Q: 3 clusters Score -96659.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -96666.171875 Penalty: 2553.052002
	Iteration 12Q: 3 clusters Score -96666.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -96671.945312 Penalty: 2553.052002
	Iteration 13Q: 3 clusters Score -96671.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -96675.781250 Penalty: 2553.052002
	Iteration 14Q: 3 clusters Score -96675.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -96680.617188 Penalty: 2553.052002
	Iteration 15Q: 3 clusters Score -96680.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -96683.273438 Penalty: 2553.052002
	Iteration 16Q: 3 clusters Score -96683.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -96684.632812 Penalty: 2553.052002
	Iteration 17Q: 3 clusters Score -96684.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -96685.953125 Penalty: 2553.052002
	Iteration 18Q: 3 clusters Score -96685.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -96688.515625 Penalty: 2553.052002
	Iteration 19Q: 3 clusters Score -96688.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -96689.898438 Penalty: 2553.052002
	Iteration 20F: 3 clusters Score -96689.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -96690.523438 Penalty: 2553.052002
	Iteration 21Q: 3 clusters Score -96690.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -96691.632812 Penalty: 2553.052002
	Iteration 22Q: 3 clusters Score -96691.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -96693.679688 Penalty: 2553.052002
	Iteration 23Q: 3 clusters Score -96693.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -96695.468750 Penalty: 2553.052002
	Iteration 24Q: 3 clusters Score -96695.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -96697.140625 Penalty: 2553.052002
	Iteration 25Q: 3 clusters Score -96697.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -96700.156250 Penalty: 2553.052002
	Iteration 26Q: 3 clusters Score -96700.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -96706.367188 Penalty: 2553.052002
	Iteration 27Q: 3 clusters Score -96706.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -96711.007812 Penalty: 2553.052002
	Iteration 28Q: 3 clusters Score -96711.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -96714.734375 Penalty: 2553.052002
	Iteration 29Q: 3 clusters Score -96714.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -96717.414062 Penalty: 2553.052002
	Iteration 30Q: 3 clusters Score -96717.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -96720.023438 Penalty: 2553.052002
	Iteration 31Q: 3 clusters Score -96720.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -96723.656250 Penalty: 2553.052002
	Iteration 32Q: 3 clusters Score -96723.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -96730.476562 Penalty: 2553.052002
	Iteration 33Q: 3 clusters Score -96730.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -96738.843750 Penalty: 2553.052002
	Iteration 34Q: 3 clusters Score -96738.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -96750.328125 Penalty: 2553.052002
	Iteration 35Q: 3 clusters Score -96750.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -96766.695312 Penalty: 2553.052002
	Iteration 36Q: 3 clusters Score -96766.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -96782.992188 Penalty: 2553.052002
	Iteration 37Q: 3 clusters Score -96782.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -96799.406250 Penalty: 2553.052002
	Iteration 38Q: 3 clusters Score -96799.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -96824.046875 Penalty: 2553.052002
	Iteration 39Q: 3 clusters Score -96824.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -96849.234375 Penalty: 2553.052002
	Iteration 40F: 3 clusters Score -96849.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -96883.828125 Penalty: 2553.052002
	Iteration 41Q: 3 clusters Score -96883.83 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -96938.164062 Penalty: 2553.052002
	Iteration 42Q: 3 clusters Score -96938.16 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -96991.257812 Penalty: 2553.052002
	Iteration 43Q: 3 clusters Score -96991.26 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -97069.500000 Penalty: 2553.052002
	Iteration 44Q: 3 clusters Score -97069.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -97118.109375 Penalty: 2553.052002
	Iteration 45Q: 3 clusters Score -97118.11 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -97159.953125 Penalty: 2553.052002
	Iteration 46Q: 3 clusters Score -97159.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -97202.296875 Penalty: 2553.052002
	Iteration 47Q: 3 clusters Score -97202.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -97236.562500 Penalty: 2553.052002
	Iteration 48Q: 3 clusters Score -97236.56 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -97269.250000 Penalty: 2553.052002
	Iteration 49Q: 3 clusters Score -97269.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -97290.250000 Penalty: 2553.052002
	Iteration 50Q: 3 clusters Score -97290.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -97308.429688 Penalty: 2553.052002
	Iteration 51Q: 3 clusters Score -97308.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -97315.546875 Penalty: 2553.052002
	Iteration 52Q: 3 clusters Score -97315.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -97319.695312 Penalty: 2553.052002
	Iteration 53Q: 3 clusters Score -97319.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -97325.226562 Penalty: 2553.052002
	Iteration 54Q: 3 clusters Score -97325.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -97330.695312 Penalty: 2553.052002
	Iteration 55Q: 3 clusters Score -97330.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -97332.859375 Penalty: 2553.052002
	Iteration 56Q: 3 clusters Score -97332.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -97333.382812 Penalty: 2553.052002
	Iteration 57Q: 3 clusters Score -97333.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -97334.500000 Penalty: 2553.052002
	Iteration 58Q: 3 clusters Score -97334.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -97335.054688 Penalty: 2553.052002
	Iteration 59Q: 3 clusters Score -97335.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -97335.203125 Penalty: 2553.052002
	Iteration 60F: 3 clusters Score -97335.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Entering Unmasked Estep 
Score: -477164.312500 Penalty: 1500.661133
	Iteration 0F: 2 clusters Score -477164.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -469871.500000 Penalty: 3001.322266
	Iteration 0F: 3 clusters Score -469871.5 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -472350.281250 Penalty: 3001.322266
	Iteration 1F: 3 clusters Score -472350.3 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -472631.656250 Penalty: 3001.322266
	Iteration 2F: 3 clusters Score -472631.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -472866.593750 Penalty: 3001.322266
	Iteration 3Q: 3 clusters Score -472866.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -473104.937500 Penalty: 3001.322266
	Iteration 4Q: 3 clusters Score -473104.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -473337.625000 Penalty: 3001.322266
	Iteration 5Q: 3 clusters Score -473337.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -473572.218750 Penalty: 3001.322266
	Iteration 6Q: 3 clusters Score -473572.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -473837.812500 Penalty: 3001.322266
	Iteration 7Q: 3 clusters Score -473837.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -474181.406250 Penalty: 3001.322266
	Iteration 8Q: 3 clusters Score -474181.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -474543.593750 Penalty: 3001.322266
	Iteration 9Q: 3 clusters Score -474543.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -474869.031250 Penalty: 3001.322266
	Iteration 10Q: 3 clusters Score -474869 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -475116.906250 Penalty: 3001.322266
	Iteration 11Q: 3 clusters Score -475116.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -475287.750000 Penalty: 3001.322266
	Iteration 12Q: 3 clusters Score -475287.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -475397.062500 Penalty: 3001.322266
	Iteration 13Q: 3 clusters Score -475397.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -475498.343750 Penalty: 3001.322266
	Iteration 14Q: 3 clusters Score -475498.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -475577.718750 Penalty: 3001.322266
	Iteration 15Q: 3 clusters Score -475577.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -475630.906250 Penalty: 3001.322266
	Iteration 16Q: 3 clusters Score -475630.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -475680.781250 Penalty: 3001.322266
	Iteration 17Q: 3 clusters Score -475680.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -475720.562500 Penalty: 3001.322266
	Iteration 18Q: 3 clusters Score -475720.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -475752.500000 Penalty: 3001.322266
	Iteration 19Q: 3 clusters Score -475752.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -475784.093750 Penalty: 3001.322266
	Iteration 20F: 3 clusters Score -475784.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -475805.250000 Penalty: 3001.322266
	Iteration 21Q: 3 clusters Score -475805.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -475824.750000 Penalty: 3001.322266
	Iteration 22Q: 3 clusters Score -475824.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -475837.781250 Penalty: 3001.322266
	Iteration 23Q: 3 clusters Score -475837.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -475848.937500 Penalty: 3001.322266
	Iteration 24Q: 3 clusters Score -475848.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -475857.281250 Penalty: 3001.322266
	Iteration 25Q: 3 clusters Score -475857.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -475866.343750 Penalty: 3001.322266
	Iteration 26Q: 3 clusters Score -475866.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -475874.656250 Penalty: 3001.322266
	Iteration 27Q: 3 clusters Score -475874.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -475879.781250 Penalty: 3001.322266
	Iteration 28Q: 3 clusters Score -475879.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -475886.687500 Penalty: 3001.322266
	Iteration 29Q: 3 clusters Score -475886.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -475891.531250 Penalty: 3001.322266
	Iteration 30Q: 3 clusters Score -475891.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -475897.687500 Penalty: 3001.322266
	Iteration 31Q: 3 clusters Score -475897.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -475901.937500 Penalty: 3001.322266
	Iteration 32Q: 3 clusters Score -475901.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -475902.687500 Penalty: 3001.322266
	Iteration 33Q: 3 clusters Score -475902.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -475903.250000 Penalty: 3001.322266
	Iteration 34Q: 3 clusters Score -475903.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -475903.250000 Penalty: 3001.322266
	Iteration 35F: 3 clusters Score -475903.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Entering Unmasked Estep 
Score: -584810.437500 Penalty: 1511.309082
	Iteration 0F: 2 clusters Score -584810.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -577050.375000 Penalty: 3022.618164
	Iteration 0F: 3 clusters Score -577050.4 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -579579.875000 Penalty: 3022.618164
	Iteration 1F: 3 clusters Score -579579.9 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -579798.750000 Penalty: 3022.618164
	Iteration 2F: 3 clusters Score -579798.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -579963.250000 Penalty: 3022.618164
	Iteration 3Q: 3 clusters Score -579963.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -580123.625000 Penalty: 3022.618164
	Iteration 4Q: 3 clusters Score -580123.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -580324.000000 Penalty: 3022.618164
	Iteration 5Q: 3 clusters Score -580324 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -580623.500000 Penalty: 3022.618164
	Iteration 6Q: 3 clusters Score -580623.5 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -581040.250000 Penalty: 3022.618164
	Iteration 7F: 3 clusters Score -581040.2 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -581558.375000 Penalty: 3022.618164
	Iteration 8F: 3 clusters Score -581558.4 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -582130.875000 Penalty: 3022.618164
	Iteration 9F: 3 clusters Score -582130.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -582608.250000 Penalty: 3022.618164
	Iteration 10Q: 3 clusters Score -582608.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -582946.437500 Penalty: 3022.618164
	Iteration 11Q: 3 clusters Score -582946.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -583150.750000 Penalty: 3022.618164
	Iteration 12Q: 3 clusters Score -583150.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -583270.625000 Penalty: 3022.618164
	Iteration 13Q: 3 clusters Score -583270.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -583345.187500 Penalty: 3022.618164
	Iteration 14Q: 3 clusters Score -583345.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -583393.187500 Penalty: 3022.618164
	Iteration 15Q: 3 clusters Score -583393.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -583432.687500 Penalty: 3022.618164
	Iteration 16Q: 3 clusters Score -583432.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -583458.250000 Penalty: 3022.618164
	Iteration 17Q: 3 clusters Score -583458.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -583479.687500 Penalty: 3022.618164
	Iteration 18Q: 3 clusters Score -583479.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -583499.000000 Penalty: 3022.618164
	Iteration 19Q: 3 clusters Score -583499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -583509.625000 Penalty: 3022.618164
	Iteration 20F: 3 clusters Score -583509.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -583518.937500 Penalty: 3022.618164
	Iteration 21Q: 3 clusters Score -583518.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -583524.687500 Penalty: 3022.618164
	Iteration 22Q: 3 clusters Score -583524.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -583525.437500 Penalty: 3022.618164
	Iteration 23Q: 3 clusters Score -583525.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -583527.687500 Penalty: 3022.618164
	Iteration 24Q: 3 clusters Score -583527.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -583528.000000 Penalty: 3022.618164
	Iteration 25Q: 3 clusters Score -583528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -583528.000000 Penalty: 3022.618164
	Iteration 26F: 3 clusters Score -583528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Entering Unmasked Estep 
Score: -460315.125000 Penalty: 1467.941040
	Iteration 0F: 2 clusters Score -460315.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -454225.343750 Penalty: 2935.882080
	Iteration 0F: 3 clusters Score -454225.3 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -456116.156250 Penalty: 2935.882080
	Iteration 1F: 3 clusters Score -456116.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -456298.468750 Penalty: 2935.882080
	Iteration 2F: 3 clusters Score -456298.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -456432.062500 Penalty: 2935.882080
	Iteration 3Q: 3 clusters Score -456432.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -456529.031250 Penalty: 2935.882080
	Iteration 4Q: 3 clusters Score -456529 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -456599.156250 Penalty: 2935.882080
	Iteration 5Q: 3 clusters Score -456599.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -456652.093750 Penalty: 2935.882080
	Iteration 6Q: 3 clusters Score -456652.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -456708.687500 Penalty: 2935.882080
	Iteration 7Q: 3 clusters Score -456708.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -456744.687500 Penalty: 2935.882080
	Iteration 8Q: 3 clusters Score -456744.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -456772.625000 Penalty: 2935.882080
	Iteration 9Q: 3 clusters Score -456772.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -456795.937500 Penalty: 2935.882080
	Iteration 10Q: 3 clusters Score -456795.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -456818.375000 Penalty: 2935.882080
	Iteration 11Q: 3 clusters Score -456818.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -456842.218750 Penalty: 2935.882080
	Iteration 12Q: 3 clusters Score -456842.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -456862.156250 Penalty: 2935.882080
	Iteration 13Q: 3 clusters Score -456862.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -456889.937500 Penalty: 2935.882080
	Iteration 14Q: 3 clusters Score -456889.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -456928.718750 Penalty: 2935.882080
	Iteration 15Q: 3 clusters Score -456928.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -456967.906250 Penalty: 2935.882080
	Iteration 16Q: 3 clusters Score -456967.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -457007.218750 Penalty: 2935.882080
	Iteration 17Q: 3 clusters Score -457007.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -457055.843750 Penalty: 2935.882080
	Iteration 18Q: 3 clusters Score -457055.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -457114.718750 Penalty: 2935.882080
	Iteration 19Q: 3 clusters Score -457114.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -457199.937500 Penalty: 2935.882080
	Iteration 20F: 3 clusters Score -457199.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -457311.781250 Penalty: 2935.882080
	Iteration 21Q: 3 clusters Score -457311.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -457459.656250 Penalty: 2935.882080
	Iteration 22Q: 3 clusters Score -457459.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -457623.875000 Penalty: 2935.882080
	Iteration 23Q: 3 clusters Score -457623.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -457792.125000 Penalty: 2935.882080
	Iteration 24Q: 3 clusters Score -457792.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -457945.343750 Penalty: 2935.882080
	Iteration 25Q: 3 clusters Score -457945.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -458063.437500 Penalty: 2935.882080
	Iteration 26Q: 3 clusters Score -458063.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -458154.375000 Penalty: 2935.882080
	Iteration 27Q: 3 clusters Score -458154.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -458245.437500 Penalty: 2935.882080
	Iteration 28Q: 3 clusters Score -458245.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -458318.062500 Penalty: 2935.882080
	Iteration 29Q: 3 clusters Score -458318.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -458368.718750 Penalty: 2935.882080
	Iteration 30Q: 3 clusters Score -458368.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -458411.187500 Penalty: 2935.882080
	Iteration 31Q: 3 clusters Score -458411.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -458451.562500 Penalty: 2935.882080
	Iteration 32Q: 3 clusters Score -458451.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -458496.125000 Penalty: 2935.882080
	Iteration 33Q: 3 clusters Score -458496.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -458533.718750 Penalty: 2935.882080
	Iteration 34Q: 3 clusters Score -458533.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -458572.750000 Penalty: 2935.882080
	Iteration 35Q: 3 clusters Score -458572.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -458602.125000 Penalty: 2935.882080
	Iteration 36Q: 3 clusters Score -458602.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -458625.281250 Penalty: 2935.882080
	Iteration 37Q: 3 clusters Score -458625.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -458649.031250 Penalty: 2935.882080
	Iteration 38Q: 3 clusters Score -458649 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -458675.781250 Penalty: 2935.882080
	Iteration 39Q: 3 clusters Score -458675.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -458697.312500 Penalty: 2935.882080
	Iteration 40F: 3 clusters Score -458697.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -458713.187500 Penalty: 2935.882080
	Iteration 41Q: 3 clusters Score -458713.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -458731.031250 Penalty: 2935.882080
	Iteration 42Q: 3 clusters Score -458731 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -458749.781250 Penalty: 2935.882080
	Iteration 43Q: 3 clusters Score -458749.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -458765.656250 Penalty: 2935.882080
	Iteration 44Q: 3 clusters Score -458765.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -458785.468750 Penalty: 2935.882080
	Iteration 45Q: 3 clusters Score -458785.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -458794.750000 Penalty: 2935.882080
	Iteration 46Q: 3 clusters Score -458794.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -458805.500000 Penalty: 2935.882080
	Iteration 47Q: 3 clusters Score -458805.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -458817.812500 Penalty: 2935.882080
	Iteration 48Q: 3 clusters Score -458817.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -458833.812500 Penalty: 2935.882080
	Iteration 49Q: 3 clusters Score -458833.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -458847.250000 Penalty: 2935.882080
	Iteration 50Q: 3 clusters Score -458847.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -458859.156250 Penalty: 2935.882080
	Iteration 51Q: 3 clusters Score -458859.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -458862.781250 Penalty: 2935.882080
	Iteration 52Q: 3 clusters Score -458862.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -458865.906250 Penalty: 2935.882080
	Iteration 53Q: 3 clusters Score -458865.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -458871.656250 Penalty: 2935.882080
	Iteration 54Q: 3 clusters Score -458871.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -458874.343750 Penalty: 2935.882080
	Iteration 55Q: 3 clusters Score -458874.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -458876.531250 Penalty: 2935.882080
	Iteration 56Q: 3 clusters Score -458876.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -458877.500000 Penalty: 2935.882080
	Iteration 57Q: 3 clusters Score -458877.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -458879.156250 Penalty: 2935.882080
	Iteration 58Q: 3 clusters Score -458879.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -458879.156250 Penalty: 2935.882080
	Iteration 59F: 3 clusters Score -458879.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Entering Unmasked Estep 
Score: -386040.468750 Penalty: 1449.215332
	Iteration 0F: 2 clusters Score -386040.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -380536.500000 Penalty: 2898.430664
	Iteration 0F: 3 clusters Score -380536.5 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -382331.500000 Penalty: 2898.430664
	Iteration 1F: 3 clusters Score -382331.5 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -382652.000000 Penalty: 2898.430664
	Iteration 2F: 3 clusters Score -382652 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -382953.406250 Penalty: 2898.430664
	Iteration 3F: 3 clusters Score -382953.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -383199.281250 Penalty: 2898.430664
	Iteration 4F: 3 clusters Score -383199.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -383388.968750 Penalty: 2898.430664
	Iteration 5Q: 3 clusters Score -383389 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -383546.281250 Penalty: 2898.430664
	Iteration 6Q: 3 clusters Score -383546.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -383682.156250 Penalty: 2898.430664
	Iteration 7Q: 3 clusters Score -383682.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -383799.468750 Penalty: 2898.430664
	Iteration 8Q: 3 clusters Score -383799.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -383896.125000 Penalty: 2898.430664
	Iteration 9Q: 3 clusters Score -383896.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -383983.906250 Penalty: 2898.430664
	Iteration 10Q: 3 clusters Score -383983.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -384081.062500 Penalty: 2898.430664
	Iteration 11Q: 3 clusters Score -384081.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -384163.750000 Penalty: 2898.430664
	Iteration 12Q: 3 clusters Score -384163.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -384234.656250 Penalty: 2898.430664
	Iteration 13Q: 3 clusters Score -384234.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -384289.906250 Penalty: 2898.430664
	Iteration 14Q: 3 clusters Score -384289.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -384325.906250 Penalty: 2898.430664
	Iteration 15Q: 3 clusters Score -384325.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -384356.281250 Penalty: 2898.430664
	Iteration 16Q: 3 clusters Score -384356.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -384382.437500 Penalty: 2898.430664
	Iteration 17Q: 3 clusters Score -384382.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -384398.093750 Penalty: 2898.430664
	Iteration 18Q: 3 clusters Score -384398.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -384414.906250 Penalty: 2898.430664
	Iteration 19Q: 3 clusters Score -384414.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -384429.156250 Penalty: 2898.430664
	Iteration 20F: 3 clusters Score -384429.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -384441.437500 Penalty: 2898.430664
	Iteration 21Q: 3 clusters Score -384441.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -384455.531250 Penalty: 2898.430664
	Iteration 22Q: 3 clusters Score -384455.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -384469.406250 Penalty: 2898.430664
	Iteration 23Q: 3 clusters Score -384469.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -384479.031250 Penalty: 2898.430664
	Iteration 24Q: 3 clusters Score -384479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -384484.312500 Penalty: 2898.430664
	Iteration 25Q: 3 clusters Score -384484.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -384491.093750 Penalty: 2898.430664
	Iteration 26Q: 3 clusters Score -384491.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -384496.843750 Penalty: 2898.430664
	Iteration 27Q: 3 clusters Score -384496.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -384506.000000 Penalty: 2898.430664
	Iteration 28Q: 3 clusters Score -384506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -384510.875000 Penalty: 2898.430664
	Iteration 29Q: 3 clusters Score -384510.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -384514.468750 Penalty: 2898.430664
	Iteration 30Q: 3 clusters Score -384514.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -384516.937500 Penalty: 2898.430664
	Iteration 31Q: 3 clusters Score -384516.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -384518.812500 Penalty: 2898.430664
	Iteration 32Q: 3 clusters Score -384518.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -384521.750000 Penalty: 2898.430664
	Iteration 33Q: 3 clusters Score -384521.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -384525.375000 Penalty: 2898.430664
	Iteration 34Q: 3 clusters Score -384525.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -384528.343750 Penalty: 2898.430664
	Iteration 35Q: 3 clusters Score -384528.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -384532.000000 Penalty: 2898.430664
	Iteration 36Q: 3 clusters Score -384532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -384534.593750 Penalty: 2898.430664
	Iteration 37Q: 3 clusters Score -384534.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -384536.750000 Penalty: 2898.430664
	Iteration 38Q: 3 clusters Score -384536.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -384539.093750 Penalty: 2898.430664
	Iteration 39Q: 3 clusters Score -384539.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -384540.625000 Penalty: 2898.430664
	Iteration 40F: 3 clusters Score -384540.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -384542.437500 Penalty: 2898.430664
	Iteration 41Q: 3 clusters Score -384542.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -384543.187500 Penalty: 2898.430664
	Iteration 42Q: 3 clusters Score -384543.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -384543.218750 Penalty: 2898.430664
	Iteration 43Q: 3 clusters Score -384543.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -384543.937500 Penalty: 2898.430664
	Iteration 44Q: 3 clusters Score -384543.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -384544.812500 Penalty: 2898.430664
	Iteration 45Q: 3 clusters Score -384544.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -384545.406250 Penalty: 2898.430664
	Iteration 46Q: 3 clusters Score -384545.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -384545.781250 Penalty: 2898.430664
	Iteration 47Q: 3 clusters Score -384545.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -384546.000000 Penalty: 2898.430664
	Iteration 48Q: 3 clusters Score -384546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -384546.187500 Penalty: 2898.430664
	Iteration 49Q: 3 clusters Score -384546.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -384546.781250 Penalty: 2898.430664
	Iteration 50Q: 3 clusters Score -384546.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -384546.781250 Penalty: 2898.430664
	Iteration 51F: 3 clusters Score -384546.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Entering Unmasked Estep 
Score: -107111.828125 Penalty: 1259.684692
	Iteration 0F: 2 clusters Score -107111.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -104816.312500 Penalty: 2519.369385
	Iteration 0F: 3 clusters Score -104816.3 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -105424.320312 Penalty: 2519.369385
	Iteration 1F: 3 clusters Score -105424.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -105621.773438 Penalty: 2519.369385
	Iteration 2F: 3 clusters Score -105621.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -105835.023438 Penalty: 2519.369385
	Iteration 3F: 3 clusters Score -105835 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -106216.796875 Penalty: 2519.369385
	Iteration 4F: 3 clusters Score -106216.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -106631.593750 Penalty: 2519.369385
	Iteration 5F: 3 clusters Score -106631.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -106959.453125 Penalty: 2519.369385
	Iteration 6F: 3 clusters Score -106959.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -107142.250000 Penalty: 2519.369385
	Iteration 7Q: 3 clusters Score -107142.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -107194.476562 Penalty: 2519.369385
	Iteration 8Q: 3 clusters Score -107194.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -107215.585938 Penalty: 2519.369385
	Iteration 9Q: 3 clusters Score -107215.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -107229.710938 Penalty: 2519.369385
	Iteration 10Q: 3 clusters Score -107229.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -107240.585938 Penalty: 2519.369385
	Iteration 11Q: 3 clusters Score -107240.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -107249.421875 Penalty: 2519.369385
	Iteration 12Q: 3 clusters Score -107249.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -107257.406250 Penalty: 2519.369385
	Iteration 13Q: 3 clusters Score -107257.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -107268.351562 Penalty: 2519.369385
	Iteration 14Q: 3 clusters Score -107268.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -107276.492188 Penalty: 2519.369385
	Iteration 15Q: 3 clusters Score -107276.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -107285.562500 Penalty: 2519.369385
	Iteration 16Q: 3 clusters Score -107285.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -107296.859375 Penalty: 2519.369385
	Iteration 17Q: 3 clusters Score -107296.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -107313.000000 Penalty: 2519.369385
	Iteration 18Q: 3 clusters Score -107313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -107346.414062 Penalty: 2519.369385
	Iteration 19Q: 3 clusters Score -107346.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -107416.390625 Penalty: 2519.369385
	Iteration 20F: 3 clusters Score -107416.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -107454.679688 Penalty: 2519.369385
	Iteration 21Q: 3 clusters Score -107454.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -107461.976562 Penalty: 2519.369385
	Iteration 22Q: 3 clusters Score -107462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -107471.335938 Penalty: 2519.369385
	Iteration 23Q: 3 clusters Score -107471.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -107476.039062 Penalty: 2519.369385
	Iteration 24Q: 3 clusters Score -107476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -107476.929688 Penalty: 2519.369385
	Iteration 25Q: 3 clusters Score -107476.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -107477.507812 Penalty: 2519.369385
	Iteration 26Q: 3 clusters Score -107477.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -107477.507812 Penalty: 2519.369385
	Iteration 27F: 3 clusters Score -107477.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32149 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13334 members 
Mstep: Class 7 contains 40980 members 
Mstep: Class 8 contains 217575 members 
Mstep: Class 9 contains 2449 members 
Mstep: Class 10 contains 9449 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76802 members 
Mstep: Class 14 contains 2158 members 
Mstep: Class 15 contains 90649 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29450 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 20 contains 10942 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7467 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 5606 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14138 members 
Mstep: Class 28 contains 8210 members 
Mstep: Class 29 contains 5733 members 
Mstep: Class 30 contains 59885 members 
Mstep: Class 31 contains 1004 members 
Entering Unmasked Estep 
Score: -35932276.000000 Penalty: 67876.078125
Splitting cluster 23 changes total score from -35932812.000000 to -35932276.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (5606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Entering Unmasked Estep 
Score: -281198.531250 Penalty: 1402.633789
	Iteration 0F: 2 clusters Score -281198.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -276859.250000 Penalty: 2805.267578
	Iteration 0F: 3 clusters Score -276859.2 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -278202.625000 Penalty: 2805.267578
	Iteration 1F: 3 clusters Score -278202.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -278470.531250 Penalty: 2805.267578
	Iteration 2F: 3 clusters Score -278470.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -278669.781250 Penalty: 2805.267578
	Iteration 3F: 3 clusters Score -278669.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -278855.437500 Penalty: 2805.267578
	Iteration 4F: 3 clusters Score -278855.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -279032.812500 Penalty: 2805.267578
	Iteration 5Q: 3 clusters Score -279032.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -279179.343750 Penalty: 2805.267578
	Iteration 6Q: 3 clusters Score -279179.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -279317.250000 Penalty: 2805.267578
	Iteration 7Q: 3 clusters Score -279317.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -279481.281250 Penalty: 2805.267578
	Iteration 8Q: 3 clusters Score -279481.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -279604.312500 Penalty: 2805.267578
	Iteration 9Q: 3 clusters Score -279604.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -279695.000000 Penalty: 2805.267578
	Iteration 10Q: 3 clusters Score -279695 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -279758.500000 Penalty: 2805.267578
	Iteration 11Q: 3 clusters Score -279758.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -279809.687500 Penalty: 2805.267578
	Iteration 12Q: 3 clusters Score -279809.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -279856.937500 Penalty: 2805.267578
	Iteration 13Q: 3 clusters Score -279856.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -279902.687500 Penalty: 2805.267578
	Iteration 14Q: 3 clusters Score -279902.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -279947.750000 Penalty: 2805.267578
	Iteration 15Q: 3 clusters Score -279947.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -279990.500000 Penalty: 2805.267578
	Iteration 16Q: 3 clusters Score -279990.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -280035.968750 Penalty: 2805.267578
	Iteration 17Q: 3 clusters Score -280036 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -280070.593750 Penalty: 2805.267578
	Iteration 18Q: 3 clusters Score -280070.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -280103.531250 Penalty: 2805.267578
	Iteration 19Q: 3 clusters Score -280103.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -280137.375000 Penalty: 2805.267578
	Iteration 20F: 3 clusters Score -280137.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -280156.218750 Penalty: 2805.267578
	Iteration 21Q: 3 clusters Score -280156.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -280164.531250 Penalty: 2805.267578
	Iteration 22Q: 3 clusters Score -280164.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -280173.906250 Penalty: 2805.267578
	Iteration 23Q: 3 clusters Score -280173.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -280179.125000 Penalty: 2805.267578
	Iteration 24Q: 3 clusters Score -280179.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -280184.125000 Penalty: 2805.267578
	Iteration 25Q: 3 clusters Score -280184.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -280187.437500 Penalty: 2805.267578
	Iteration 26Q: 3 clusters Score -280187.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -280192.312500 Penalty: 2805.267578
	Iteration 27Q: 3 clusters Score -280192.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -280194.875000 Penalty: 2805.267578
	Iteration 28Q: 3 clusters Score -280194.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -280197.312500 Penalty: 2805.267578
	Iteration 29Q: 3 clusters Score -280197.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -280201.218750 Penalty: 2805.267578
	Iteration 30Q: 3 clusters Score -280201.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -280205.187500 Penalty: 2805.267578
	Iteration 31Q: 3 clusters Score -280205.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -280206.843750 Penalty: 2805.267578
	Iteration 32Q: 3 clusters Score -280206.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -280208.312500 Penalty: 2805.267578
	Iteration 33Q: 3 clusters Score -280208.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -280209.343750 Penalty: 2805.267578
	Iteration 34Q: 3 clusters Score -280209.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -280210.781250 Penalty: 2805.267578
	Iteration 35Q: 3 clusters Score -280210.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -280211.562500 Penalty: 2805.267578
	Iteration 36Q: 3 clusters Score -280211.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -280211.562500 Penalty: 2805.267578
	Iteration 37F: 3 clusters Score -280211.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (28199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Entering Unmasked Estep 
Score: -1474829.625000 Penalty: 1665.144287
	Iteration 0F: 2 clusters Score -1474830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1455712.500000 Penalty: 3330.288574
	Iteration 0F: 3 clusters Score -1455712 nChanged 13086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -1463529.500000 Penalty: 3330.288574
	Iteration 1F: 3 clusters Score -1463530 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -1464888.500000 Penalty: 3330.288574
	Iteration 2F: 3 clusters Score -1464888 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -1466803.250000 Penalty: 3330.288574
	Iteration 3F: 3 clusters Score -1466803 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -1468861.375000 Penalty: 3330.288574
	Iteration 4F: 3 clusters Score -1468861 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -1470385.750000 Penalty: 3330.288574
	Iteration 5F: 3 clusters Score -1470386 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -1471326.250000 Penalty: 3330.288574
	Iteration 6F: 3 clusters Score -1471326 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -1471842.625000 Penalty: 3330.288574
	Iteration 7Q: 3 clusters Score -1471843 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -1472184.250000 Penalty: 3330.288574
	Iteration 8Q: 3 clusters Score -1472184 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -1472439.000000 Penalty: 3330.288574
	Iteration 9Q: 3 clusters Score -1472439 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -1472626.375000 Penalty: 3330.288574
	Iteration 10Q: 3 clusters Score -1472626 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -1472778.875000 Penalty: 3330.288574
	Iteration 11Q: 3 clusters Score -1472779 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -1472903.625000 Penalty: 3330.288574
	Iteration 12Q: 3 clusters Score -1472904 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -1473014.625000 Penalty: 3330.288574
	Iteration 13Q: 3 clusters Score -1473015 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -1473106.875000 Penalty: 3330.288574
	Iteration 14Q: 3 clusters Score -1473107 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -1473158.875000 Penalty: 3330.288574
	Iteration 15Q: 3 clusters Score -1473159 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -1473218.500000 Penalty: 3330.288574
	Iteration 16Q: 3 clusters Score -1473218 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -1473268.375000 Penalty: 3330.288574
	Iteration 17Q: 3 clusters Score -1473268 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -1473316.500000 Penalty: 3330.288574
	Iteration 18Q: 3 clusters Score -1473316 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -1473350.625000 Penalty: 3330.288574
	Iteration 19Q: 3 clusters Score -1473351 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -1473375.875000 Penalty: 3330.288574
	Iteration 20F: 3 clusters Score -1473376 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -1473398.875000 Penalty: 3330.288574
	Iteration 21Q: 3 clusters Score -1473399 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -1473409.625000 Penalty: 3330.288574
	Iteration 22Q: 3 clusters Score -1473410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -1473426.875000 Penalty: 3330.288574
	Iteration 23Q: 3 clusters Score -1473427 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -1473434.500000 Penalty: 3330.288574
	Iteration 24Q: 3 clusters Score -1473434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -1473450.375000 Penalty: 3330.288574
	Iteration 25Q: 3 clusters Score -1473450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -1473459.500000 Penalty: 3330.288574
	Iteration 26Q: 3 clusters Score -1473460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -1473462.375000 Penalty: 3330.288574
	Iteration 27Q: 3 clusters Score -1473462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -1473469.500000 Penalty: 3330.288574
	Iteration 28Q: 3 clusters Score -1473470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -1473471.500000 Penalty: 3330.288574
	Iteration 29Q: 3 clusters Score -1473472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -1473474.750000 Penalty: 3330.288574
	Iteration 30Q: 3 clusters Score -1473475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -1473478.375000 Penalty: 3330.288574
	Iteration 31Q: 3 clusters Score -1473478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -1473484.750000 Penalty: 3330.288574
	Iteration 32Q: 3 clusters Score -1473485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -1473486.750000 Penalty: 3330.288574
	Iteration 33Q: 3 clusters Score -1473487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -1473492.875000 Penalty: 3330.288574
	Iteration 34Q: 3 clusters Score -1473493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -1473493.000000 Penalty: 3330.288574
	Iteration 35Q: 3 clusters Score -1473493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -1473494.000000 Penalty: 3330.288574
	Iteration 36Q: 3 clusters Score -1473494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -1473494.750000 Penalty: 3330.288574
	Iteration 37Q: 3 clusters Score -1473495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -1473495.375000 Penalty: 3330.288574
	Iteration 38Q: 3 clusters Score -1473495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -1473496.875000 Penalty: 3330.288574
	Iteration 39Q: 3 clusters Score -1473497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -1473496.875000 Penalty: 3330.288574
	Iteration 40F: 3 clusters Score -1473497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -45029.433594 Penalty: 1119.558594
	Iteration 0F: 2 clusters Score -45029.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -43616.671875 Penalty: 2239.117188
	Iteration 0F: 3 clusters Score -43616.67 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -43911.839844 Penalty: 2239.117188
	Iteration 1F: 3 clusters Score -43911.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -43990.738281 Penalty: 2239.117188
	Iteration 2F: 3 clusters Score -43990.74 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -44039.683594 Penalty: 2239.117188
	Iteration 3Q: 3 clusters Score -44039.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -44071.843750 Penalty: 2239.117188
	Iteration 4Q: 3 clusters Score -44071.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -44108.562500 Penalty: 2239.117188
	Iteration 5Q: 3 clusters Score -44108.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -44135.300781 Penalty: 2239.117188
	Iteration 6Q: 3 clusters Score -44135.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -44171.445312 Penalty: 2239.117188
	Iteration 7Q: 3 clusters Score -44171.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -44197.949219 Penalty: 2239.117188
	Iteration 8Q: 3 clusters Score -44197.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -44225.472656 Penalty: 2239.117188
	Iteration 9Q: 3 clusters Score -44225.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -44252.808594 Penalty: 2239.117188
	Iteration 10Q: 3 clusters Score -44252.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -44289.675781 Penalty: 2239.117188
	Iteration 11Q: 3 clusters Score -44289.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -44319.320312 Penalty: 2239.117188
	Iteration 12Q: 3 clusters Score -44319.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -44338.027344 Penalty: 2239.117188
	Iteration 13Q: 3 clusters Score -44338.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -44358.710938 Penalty: 2239.117188
	Iteration 14Q: 3 clusters Score -44358.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -44387.000000 Penalty: 2239.117188
	Iteration 15Q: 3 clusters Score -44387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -44424.285156 Penalty: 2239.117188
	Iteration 16Q: 3 clusters Score -44424.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -44453.000000 Penalty: 2239.117188
	Iteration 17Q: 3 clusters Score -44453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -44476.695312 Penalty: 2239.117188
	Iteration 18Q: 3 clusters Score -44476.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -44497.363281 Penalty: 2239.117188
	Iteration 19Q: 3 clusters Score -44497.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -44512.343750 Penalty: 2239.117188
	Iteration 20F: 3 clusters Score -44512.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -44537.019531 Penalty: 2239.117188
	Iteration 21Q: 3 clusters Score -44537.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -44568.191406 Penalty: 2239.117188
	Iteration 22Q: 3 clusters Score -44568.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -44614.988281 Penalty: 2239.117188
	Iteration 23Q: 3 clusters Score -44614.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -44636.265625 Penalty: 2239.117188
	Iteration 24Q: 3 clusters Score -44636.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -44647.695312 Penalty: 2239.117188
	Iteration 25Q: 3 clusters Score -44647.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -44654.734375 Penalty: 2239.117188
	Iteration 26Q: 3 clusters Score -44654.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -44663.128906 Penalty: 2239.117188
	Iteration 27Q: 3 clusters Score -44663.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -44670.289062 Penalty: 2239.117188
	Iteration 28Q: 3 clusters Score -44670.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -44676.214844 Penalty: 2239.117188
	Iteration 29Q: 3 clusters Score -44676.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -44685.734375 Penalty: 2239.117188
	Iteration 30Q: 3 clusters Score -44685.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -44697.605469 Penalty: 2239.117188
	Iteration 31Q: 3 clusters Score -44697.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -44708.898438 Penalty: 2239.117188
	Iteration 32Q: 3 clusters Score -44708.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -44722.085938 Penalty: 2239.117188
	Iteration 33Q: 3 clusters Score -44722.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -44733.214844 Penalty: 2239.117188
	Iteration 34Q: 3 clusters Score -44733.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -44745.644531 Penalty: 2239.117188
	Iteration 35Q: 3 clusters Score -44745.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -44771.230469 Penalty: 2239.117188
	Iteration 36Q: 3 clusters Score -44771.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -44812.328125 Penalty: 2239.117188
	Iteration 37Q: 3 clusters Score -44812.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -44867.457031 Penalty: 2239.117188
	Iteration 38Q: 3 clusters Score -44867.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -44906.816406 Penalty: 2239.117188
	Iteration 39Q: 3 clusters Score -44906.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -44921.753906 Penalty: 2239.117188
	Iteration 40F: 3 clusters Score -44921.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -44924.429688 Penalty: 2239.117188
	Iteration 41Q: 3 clusters Score -44924.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -44926.371094 Penalty: 2239.117188
	Iteration 42Q: 3 clusters Score -44926.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -44927.617188 Penalty: 2239.117188
	Iteration 43Q: 3 clusters Score -44927.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -44927.617188 Penalty: 2239.117188
	Iteration 44F: 3 clusters Score -44927.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Entering Unmasked Estep 
Score: -770813.250000 Penalty: 1552.951050
	Iteration 0F: 2 clusters Score -770813.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -760878.062500 Penalty: 3105.902100
	Iteration 0F: 3 clusters Score -760878.1 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -764322.625000 Penalty: 3105.902100
	Iteration 1F: 3 clusters Score -764322.6 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -764601.750000 Penalty: 3105.902100
	Iteration 2F: 3 clusters Score -764601.8 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -764877.562500 Penalty: 3105.902100
	Iteration 3Q: 3 clusters Score -764877.6 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -765191.937500 Penalty: 3105.902100
	Iteration 4Q: 3 clusters Score -765191.9 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -765561.500000 Penalty: 3105.902100
	Iteration 5F: 3 clusters Score -765561.5 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -765986.625000 Penalty: 3105.902100
	Iteration 6F: 3 clusters Score -765986.6 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -766533.375000 Penalty: 3105.902100
	Iteration 7F: 3 clusters Score -766533.4 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -767156.500000 Penalty: 3105.902100
	Iteration 8F: 3 clusters Score -767156.5 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -767759.687500 Penalty: 3105.902100
	Iteration 9F: 3 clusters Score -767759.7 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -768308.187500 Penalty: 3105.902100
	Iteration 10Q: 3 clusters Score -768308.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -768740.125000 Penalty: 3105.902100
	Iteration 11Q: 3 clusters Score -768740.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -769045.187500 Penalty: 3105.902100
	Iteration 12Q: 3 clusters Score -769045.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -769257.000000 Penalty: 3105.902100
	Iteration 13Q: 3 clusters Score -769257 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -769396.750000 Penalty: 3105.902100
	Iteration 14Q: 3 clusters Score -769396.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -769476.812500 Penalty: 3105.902100
	Iteration 15Q: 3 clusters Score -769476.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -769528.187500 Penalty: 3105.902100
	Iteration 16Q: 3 clusters Score -769528.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -769551.187500 Penalty: 3105.902100
	Iteration 17Q: 3 clusters Score -769551.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -769575.250000 Penalty: 3105.902100
	Iteration 18Q: 3 clusters Score -769575.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -769588.375000 Penalty: 3105.902100
	Iteration 19Q: 3 clusters Score -769588.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -769601.187500 Penalty: 3105.902100
	Iteration 20F: 3 clusters Score -769601.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -769606.625000 Penalty: 3105.902100
	Iteration 21Q: 3 clusters Score -769606.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -769608.125000 Penalty: 3105.902100
	Iteration 22Q: 3 clusters Score -769608.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -769609.750000 Penalty: 3105.902100
	Iteration 23Q: 3 clusters Score -769609.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -769612.187500 Penalty: 3105.902100
	Iteration 24Q: 3 clusters Score -769612.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -769614.187500 Penalty: 3105.902100
	Iteration 25Q: 3 clusters Score -769614.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -769614.687500 Penalty: 3105.902100
	Iteration 26Q: 3 clusters Score -769614.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -769617.312500 Penalty: 3105.902100
	Iteration 27Q: 3 clusters Score -769617.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -769621.312500 Penalty: 3105.902100
	Iteration 28Q: 3 clusters Score -769621.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -769625.875000 Penalty: 3105.902100
	Iteration 29Q: 3 clusters Score -769625.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -769627.375000 Penalty: 3105.902100
	Iteration 30Q: 3 clusters Score -769627.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -769631.062500 Penalty: 3105.902100
	Iteration 31Q: 3 clusters Score -769631.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -769633.187500 Penalty: 3105.902100
	Iteration 32Q: 3 clusters Score -769633.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -769635.562500 Penalty: 3105.902100
	Iteration 33Q: 3 clusters Score -769635.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -769637.312500 Penalty: 3105.902100
	Iteration 34Q: 3 clusters Score -769637.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -769639.562500 Penalty: 3105.902100
	Iteration 35Q: 3 clusters Score -769639.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -769639.562500 Penalty: 3105.902100
	Iteration 36F: 3 clusters Score -769639.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Entering Unmasked Estep 
Score: -440273.812500 Penalty: 1464.630127
	Iteration 0F: 2 clusters Score -440273.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -434224.031250 Penalty: 2929.260254
	Iteration 0F: 3 clusters Score -434224 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -436032.312500 Penalty: 2929.260254
	Iteration 1F: 3 clusters Score -436032.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -436240.468750 Penalty: 2929.260254
	Iteration 2F: 3 clusters Score -436240.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -436397.312500 Penalty: 2929.260254
	Iteration 3Q: 3 clusters Score -436397.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -436533.281250 Penalty: 2929.260254
	Iteration 4Q: 3 clusters Score -436533.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -436687.781250 Penalty: 2929.260254
	Iteration 5Q: 3 clusters Score -436687.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -436868.125000 Penalty: 2929.260254
	Iteration 6Q: 3 clusters Score -436868.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -437087.687500 Penalty: 2929.260254
	Iteration 7Q: 3 clusters Score -437087.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -437347.031250 Penalty: 2929.260254
	Iteration 8Q: 3 clusters Score -437347 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -437637.812500 Penalty: 2929.260254
	Iteration 9Q: 3 clusters Score -437637.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -437946.593750 Penalty: 2929.260254
	Iteration 10Q: 3 clusters Score -437946.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -438245.406250 Penalty: 2929.260254
	Iteration 11Q: 3 clusters Score -438245.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -438472.031250 Penalty: 2929.260254
	Iteration 12Q: 3 clusters Score -438472 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -438635.781250 Penalty: 2929.260254
	Iteration 13Q: 3 clusters Score -438635.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -438766.000000 Penalty: 2929.260254
	Iteration 14Q: 3 clusters Score -438766 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -438855.406250 Penalty: 2929.260254
	Iteration 15Q: 3 clusters Score -438855.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -438922.062500 Penalty: 2929.260254
	Iteration 16Q: 3 clusters Score -438922.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -438947.437500 Penalty: 2929.260254
	Iteration 17Q: 3 clusters Score -438947.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -438958.187500 Penalty: 2929.260254
	Iteration 18Q: 3 clusters Score -438958.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -438969.500000 Penalty: 2929.260254
	Iteration 19Q: 3 clusters Score -438969.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -438972.281250 Penalty: 2929.260254
	Iteration 20F: 3 clusters Score -438972.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -438973.750000 Penalty: 2929.260254
	Iteration 21Q: 3 clusters Score -438973.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -438973.750000 Penalty: 2929.260254
	Iteration 22F: 3 clusters Score -438973.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -306436.812500 Penalty: 1406.274170
	Iteration 0F: 2 clusters Score -306436.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -301995.218750 Penalty: 2812.548340
	Iteration 0F: 3 clusters Score -301995.2 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -303250.343750 Penalty: 2812.548340
	Iteration 1F: 3 clusters Score -303250.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -303397.031250 Penalty: 2812.548340
	Iteration 2F: 3 clusters Score -303397 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -303499.718750 Penalty: 2812.548340
	Iteration 3Q: 3 clusters Score -303499.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -303572.218750 Penalty: 2812.548340
	Iteration 4Q: 3 clusters Score -303572.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -303628.562500 Penalty: 2812.548340
	Iteration 5Q: 3 clusters Score -303628.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -303673.125000 Penalty: 2812.548340
	Iteration 6Q: 3 clusters Score -303673.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -303705.937500 Penalty: 2812.548340
	Iteration 7Q: 3 clusters Score -303705.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -303729.625000 Penalty: 2812.548340
	Iteration 8Q: 3 clusters Score -303729.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -303751.187500 Penalty: 2812.548340
	Iteration 9Q: 3 clusters Score -303751.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -303772.062500 Penalty: 2812.548340
	Iteration 10Q: 3 clusters Score -303772.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -303798.562500 Penalty: 2812.548340
	Iteration 11Q: 3 clusters Score -303798.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -303820.093750 Penalty: 2812.548340
	Iteration 12Q: 3 clusters Score -303820.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -303834.156250 Penalty: 2812.548340
	Iteration 13Q: 3 clusters Score -303834.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -303843.843750 Penalty: 2812.548340
	Iteration 14Q: 3 clusters Score -303843.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -303852.406250 Penalty: 2812.548340
	Iteration 15Q: 3 clusters Score -303852.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -303858.312500 Penalty: 2812.548340
	Iteration 16Q: 3 clusters Score -303858.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -303861.812500 Penalty: 2812.548340
	Iteration 17Q: 3 clusters Score -303861.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -303863.906250 Penalty: 2812.548340
	Iteration 18Q: 3 clusters Score -303863.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -303866.125000 Penalty: 2812.548340
	Iteration 19Q: 3 clusters Score -303866.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -303869.500000 Penalty: 2812.548340
	Iteration 20F: 3 clusters Score -303869.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -303872.468750 Penalty: 2812.548340
	Iteration 21Q: 3 clusters Score -303872.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -303874.406250 Penalty: 2812.548340
	Iteration 22Q: 3 clusters Score -303874.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -303877.093750 Penalty: 2812.548340
	Iteration 23Q: 3 clusters Score -303877.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -303879.656250 Penalty: 2812.548340
	Iteration 24Q: 3 clusters Score -303879.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -303882.281250 Penalty: 2812.548340
	Iteration 25Q: 3 clusters Score -303882.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -303885.656250 Penalty: 2812.548340
	Iteration 26Q: 3 clusters Score -303885.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -303889.375000 Penalty: 2812.548340
	Iteration 27Q: 3 clusters Score -303889.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -303893.000000 Penalty: 2812.548340
	Iteration 28Q: 3 clusters Score -303893 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -303896.312500 Penalty: 2812.548340
	Iteration 29Q: 3 clusters Score -303896.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -303899.187500 Penalty: 2812.548340
	Iteration 30Q: 3 clusters Score -303899.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -303901.281250 Penalty: 2812.548340
	Iteration 31Q: 3 clusters Score -303901.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -303903.093750 Penalty: 2812.548340
	Iteration 32Q: 3 clusters Score -303903.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -303904.593750 Penalty: 2812.548340
	Iteration 33Q: 3 clusters Score -303904.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -303907.187500 Penalty: 2812.548340
	Iteration 34Q: 3 clusters Score -303907.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -303908.156250 Penalty: 2812.548340
	Iteration 35Q: 3 clusters Score -303908.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -303909.031250 Penalty: 2812.548340
	Iteration 36Q: 3 clusters Score -303909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -303910.218750 Penalty: 2812.548340
	Iteration 37Q: 3 clusters Score -303910.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -303910.031250 Penalty: 2812.548340
	Iteration 38Q: 3 clusters Score -303910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -303910.718750 Penalty: 2812.548340
	Iteration 39Q: 3 clusters Score -303910.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -303910.968750 Penalty: 2812.548340
	Iteration 40F: 3 clusters Score -303911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -303911.031250 Penalty: 2812.548340
	Iteration 41Q: 3 clusters Score -303911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -303911.687500 Penalty: 2812.548340
	Iteration 42Q: 3 clusters Score -303911.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -303912.062500 Penalty: 2812.548340
	Iteration 43Q: 3 clusters Score -303912.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -303912.156250 Penalty: 2812.548340
	Iteration 44Q: 3 clusters Score -303912.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -303913.312500 Penalty: 2812.548340
	Iteration 45Q: 3 clusters Score -303913.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -303913.625000 Penalty: 2812.548340
	Iteration 46Q: 3 clusters Score -303913.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -303914.031250 Penalty: 2812.548340
	Iteration 47Q: 3 clusters Score -303914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -303914.718750 Penalty: 2812.548340
	Iteration 48Q: 3 clusters Score -303914.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -303914.281250 Penalty: 2812.548340
	Iteration 49Q: 3 clusters Score -303914.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -303916.750000 Penalty: 2812.548340
	Iteration 50Q: 3 clusters Score -303916.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -303917.468750 Penalty: 2812.548340
	Iteration 51Q: 3 clusters Score -303917.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -303918.625000 Penalty: 2812.548340
	Iteration 52Q: 3 clusters Score -303918.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -303919.718750 Penalty: 2812.548340
	Iteration 53Q: 3 clusters Score -303919.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -303919.875000 Penalty: 2812.548340
	Iteration 54Q: 3 clusters Score -303919.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -303921.250000 Penalty: 2812.548340
	Iteration 55Q: 3 clusters Score -303921.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -303921.843750 Penalty: 2812.548340
	Iteration 56Q: 3 clusters Score -303921.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -303922.187500 Penalty: 2812.548340
	Iteration 57Q: 3 clusters Score -303922.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -303922.968750 Penalty: 2812.548340
	Iteration 58Q: 3 clusters Score -303923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -303922.968750 Penalty: 2812.548340
	Iteration 59Q: 3 clusters Score -303923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -303922.968750 Penalty: 2812.548340
	Iteration 60F: 3 clusters Score -303923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (59885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59885 members 
Entering Unmasked Estep 
Score: -3215216.000000 Penalty: 1787.529419
	Iteration 0F: 2 clusters Score -3215216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -3175338.750000 Penalty: 3575.058838
	Iteration 0F: 3 clusters Score -3175339 nChanged 28129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -3191160.750000 Penalty: 3575.058838
	Iteration 1F: 3 clusters Score -3191161 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -3191638.000000 Penalty: 3575.058838
	Iteration 2Q: 3 clusters Score -3191638 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -3192087.000000 Penalty: 3575.058838
	Iteration 3Q: 3 clusters Score -3192087 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -3192615.750000 Penalty: 3575.058838
	Iteration 4Q: 3 clusters Score -3192616 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -3193304.750000 Penalty: 3575.058838
	Iteration 5Q: 3 clusters Score -3193305 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -3194240.250000 Penalty: 3575.058838
	Iteration 6Q: 3 clusters Score -3194240 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -3195676.500000 Penalty: 3575.058838
	Iteration 7Q: 3 clusters Score -3195676 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -3197945.250000 Penalty: 3575.058838
	Iteration 8F: 3 clusters Score -3197945 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -3201186.250000 Penalty: 3575.058838
	Iteration 9F: 3 clusters Score -3201186 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -3204789.500000 Penalty: 3575.058838
	Iteration 10F: 3 clusters Score -3204790 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 52322 members 
Entering Unmasked Estep 
Score: -3207858.000000 Penalty: 3575.058838
	Iteration 11F: 3 clusters Score -3207858 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 54727 members 
Entering Unmasked Estep 
Score: -3209986.000000 Penalty: 3575.058838
	Iteration 12Q: 3 clusters Score -3209986 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 56370 members 
Entering Unmasked Estep 
Score: -3211304.250000 Penalty: 3575.058838
	Iteration 13Q: 3 clusters Score -3211304 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 57467 members 
Entering Unmasked Estep 
Score: -3212160.250000 Penalty: 3575.058838
	Iteration 14Q: 3 clusters Score -3212160 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 58219 members 
Entering Unmasked Estep 
Score: -3212729.000000 Penalty: 3575.058838
	Iteration 15Q: 3 clusters Score -3212729 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 58713 members 
Entering Unmasked Estep 
Score: -3213089.750000 Penalty: 3575.058838
	Iteration 16Q: 3 clusters Score -3213090 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 58990 members 
Entering Unmasked Estep 
Score: -3213306.500000 Penalty: 3575.058838
	Iteration 17Q: 3 clusters Score -3213306 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 59164 members 
Entering Unmasked Estep 
Score: -3213428.000000 Penalty: 3575.058838
	Iteration 18Q: 3 clusters Score -3213428 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -3213507.250000 Penalty: 3575.058838
	Iteration 19Q: 3 clusters Score -3213507 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 59334 members 
Entering Unmasked Estep 
Score: -3213583.000000 Penalty: 3575.058838
	Iteration 20F: 3 clusters Score -3213583 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
Score: -3213644.500000 Penalty: 3575.058838
	Iteration 21Q: 3 clusters Score -3213644 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 59423 members 
Entering Unmasked Estep 
Score: -3213673.750000 Penalty: 3575.058838
	Iteration 22Q: 3 clusters Score -3213674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 59445 members 
Entering Unmasked Estep 
Score: -3213700.750000 Penalty: 3575.058838
	Iteration 23Q: 3 clusters Score -3213701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 59456 members 
Entering Unmasked Estep 
Score: -3213716.750000 Penalty: 3575.058838
	Iteration 24Q: 3 clusters Score -3213717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 59462 members 
Entering Unmasked Estep 
Score: -3213728.250000 Penalty: 3575.058838
	Iteration 25Q: 3 clusters Score -3213728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 59475 members 
Entering Unmasked Estep 
Score: -3213740.500000 Penalty: 3575.058838
	Iteration 26Q: 3 clusters Score -3213740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 59476 members 
Entering Unmasked Estep 
Score: -3213741.500000 Penalty: 3575.058838
	Iteration 27Q: 3 clusters Score -3213742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 59480 members 
Entering Unmasked Estep 
Score: -3213744.250000 Penalty: 3575.058838
	Iteration 28Q: 3 clusters Score -3213744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 59482 members 
Entering Unmasked Estep 
Score: -3213743.250000 Penalty: 3575.058838
	Iteration 29Q: 3 clusters Score -3213743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 59482 members 
Entering Unmasked Estep 
Score: -3213743.250000 Penalty: 3575.058838
	Iteration 30F: 3 clusters Score -3213743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32149 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13334 members 
Mstep: Class 7 contains 40980 members 
Mstep: Class 8 contains 217575 members 
Mstep: Class 9 contains 2449 members 
Mstep: Class 10 contains 9449 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76802 members 
Mstep: Class 14 contains 2158 members 
Mstep: Class 15 contains 90649 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29450 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 20 contains 10942 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7467 members 
Mstep: Class 23 contains 2326 members 
Mstep: Class 24 contains 5606 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14138 members 
Mstep: Class 28 contains 8210 members 
Mstep: Class 29 contains 5733 members 
Mstep: Class 30 contains 59885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932812.000000 Penalty: 65686.531250
Iteration 199Q: 31 clusters Score -3.593281e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32169 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13336 members 
Mstep: Class 7 contains 41000 members 
Mstep: Class 8 contains 217534 members 
Mstep: Class 9 contains 2450 members 
Mstep: Class 10 contains 9451 members 
Mstep: Class 11 contains 9865 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76802 members 
Mstep: Class 14 contains 2158 members 
Mstep: Class 15 contains 90649 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29439 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 20 contains 10944 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7467 members 
Mstep: Class 23 contains 2325 members 
Mstep: Class 24 contains 5609 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14139 members 
Mstep: Class 28 contains 8210 members 
Mstep: Class 29 contains 5733 members 
Mstep: Class 30 contains 59885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932832.000000 Penalty: 65686.531250
Iteration 200F: 31 clusters Score -3.593283e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32184 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13336 members 
Mstep: Class 7 contains 41018 members 
Mstep: Class 8 contains 217496 members 
Mstep: Class 9 contains 2450 members 
Mstep: Class 10 contains 9453 members 
Mstep: Class 11 contains 9868 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76803 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90646 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29435 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 20 contains 10942 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7467 members 
Mstep: Class 23 contains 2324 members 
Mstep: Class 24 contains 5615 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14141 members 
Mstep: Class 28 contains 8211 members 
Mstep: Class 29 contains 5734 members 
Mstep: Class 30 contains 59885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932832.000000 Penalty: 65686.531250
Iteration 201Q: 31 clusters Score -3.593283e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32195 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13333 members 
Mstep: Class 7 contains 41030 members 
Mstep: Class 8 contains 217467 members 
Mstep: Class 9 contains 2450 members 
Mstep: Class 10 contains 9454 members 
Mstep: Class 11 contains 9873 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 76810 members 
Mstep: Class 14 contains 2156 members 
Mstep: Class 15 contains 90644 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29435 members 
Mstep: Class 18 contains 2581 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 20 contains 10937 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7467 members 
Mstep: Class 23 contains 2323 members 
Mstep: Class 24 contains 5617 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14143 members 
Mstep: Class 28 contains 8211 members 
Mstep: Class 29 contains 5734 members 
Mstep: Class 30 contains 59885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932908.000000 Penalty: 65686.531250
Iteration 202Q: 31 clusters Score -3.593291e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32219 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13330 members 
Mstep: Class 7 contains 41041 members 
Mstep: Class 8 contains 217435 members 
Mstep: Class 9 contains 2450 members 
Mstep: Class 10 contains 9457 members 
Mstep: Class 11 contains 9878 members 
Mstep: Class 12 contains 1819 members 
Mstep: Class 13 contains 76816 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90644 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29428 members 
Mstep: Class 18 contains 2581 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 20 contains 10928 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7467 members 
Mstep: Class 23 contains 2322 members 
Mstep: Class 24 contains 5621 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14142 members 
Mstep: Class 28 contains 8211 members 
Mstep: Class 29 contains 5734 members 
Mstep: Class 30 contains 59885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932912.000000 Penalty: 65686.531250
Iteration 203Q: 31 clusters Score -3.593291e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32251 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13333 members 
Mstep: Class 7 contains 41052 members 
Mstep: Class 8 contains 217394 members 
Mstep: Class 9 contains 2449 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9881 members 
Mstep: Class 12 contains 1820 members 
Mstep: Class 13 contains 76820 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90642 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29425 members 
Mstep: Class 18 contains 2581 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 20 contains 10916 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7467 members 
Mstep: Class 23 contains 2321 members 
Mstep: Class 24 contains 5623 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14143 members 
Mstep: Class 28 contains 8211 members 
Mstep: Class 29 contains 5734 members 
Mstep: Class 30 contains 59885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932912.000000 Penalty: 65686.531250
Iteration 204Q: 31 clusters Score -3.593291e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32272 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13337 members 
Mstep: Class 7 contains 41066 members 
Mstep: Class 8 contains 217352 members 
Mstep: Class 9 contains 2449 members 
Mstep: Class 10 contains 9462 members 
Mstep: Class 11 contains 9884 members 
Mstep: Class 12 contains 1822 members 
Mstep: Class 13 contains 76826 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90644 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29419 members 
Mstep: Class 18 contains 2581 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10910 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7467 members 
Mstep: Class 23 contains 2321 members 
Mstep: Class 24 contains 5624 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14143 members 
Mstep: Class 28 contains 8211 members 
Mstep: Class 29 contains 5734 members 
Mstep: Class 30 contains 59885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932940.000000 Penalty: 65686.531250
Iteration 205Q: 31 clusters Score -3.593294e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32298 members 
Mstep: Class 5 contains 8042 members 
Mstep: Class 6 contains 13338 members 
Mstep: Class 7 contains 41078 members 
Mstep: Class 8 contains 217305 members 
Mstep: Class 9 contains 2450 members 
Mstep: Class 10 contains 9462 members 
Mstep: Class 11 contains 9888 members 
Mstep: Class 12 contains 1823 members 
Mstep: Class 13 contains 76828 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90647 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29416 members 
Mstep: Class 18 contains 2581 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10908 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2320 members 
Mstep: Class 24 contains 5624 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14143 members 
Mstep: Class 28 contains 8212 members 
Mstep: Class 29 contains 5734 members 
Mstep: Class 30 contains 59885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932988.000000 Penalty: 65686.531250
Iteration 206Q: 31 clusters Score -3.593299e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32329 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13342 members 
Mstep: Class 7 contains 41085 members 
Mstep: Class 8 contains 217256 members 
Mstep: Class 9 contains 2456 members 
Mstep: Class 10 contains 9463 members 
Mstep: Class 11 contains 9895 members 
Mstep: Class 12 contains 1823 members 
Mstep: Class 13 contains 76835 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90646 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29412 members 
Mstep: Class 18 contains 2581 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10898 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2318 members 
Mstep: Class 24 contains 5625 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14143 members 
Mstep: Class 28 contains 8215 members 
Mstep: Class 29 contains 5734 members 
Mstep: Class 30 contains 59885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932964.000000 Penalty: 65686.531250
Iteration 207Q: 31 clusters Score -3.593296e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32352 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13338 members 
Mstep: Class 7 contains 41097 members 
Mstep: Class 8 contains 217226 members 
Mstep: Class 9 contains 2462 members 
Mstep: Class 10 contains 9464 members 
Mstep: Class 11 contains 9897 members 
Mstep: Class 12 contains 1824 members 
Mstep: Class 13 contains 76838 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90644 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29406 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10895 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2317 members 
Mstep: Class 24 contains 5626 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14141 members 
Mstep: Class 28 contains 8216 members 
Mstep: Class 29 contains 5732 members 
Mstep: Class 30 contains 59884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932960.000000 Penalty: 65686.531250
Iteration 208Q: 31 clusters Score -3.593296e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32365 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 13335 members 
Mstep: Class 7 contains 41109 members 
Mstep: Class 8 contains 217192 members 
Mstep: Class 9 contains 2464 members 
Mstep: Class 10 contains 9464 members 
Mstep: Class 11 contains 9900 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 76846 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90640 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29408 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10896 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 5627 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14140 members 
Mstep: Class 28 contains 8216 members 
Mstep: Class 29 contains 5731 members 
Mstep: Class 30 contains 59884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932928.000000 Penalty: 65686.531250
Iteration 209Q: 31 clusters Score -3.593293e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32379 members 
Mstep: Class 5 contains 8039 members 
Mstep: Class 6 contains 13336 members 
Mstep: Class 7 contains 41124 members 
Mstep: Class 8 contains 217153 members 
Mstep: Class 9 contains 2466 members 
Mstep: Class 10 contains 9465 members 
Mstep: Class 11 contains 9901 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 76851 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90637 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29408 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10901 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 5628 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14140 members 
Mstep: Class 28 contains 8216 members 
Mstep: Class 29 contains 5730 members 
Mstep: Class 30 contains 59884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932948.000000 Penalty: 65686.531250
Iteration 210Q: 31 clusters Score -3.593295e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32387 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 13334 members 
Mstep: Class 7 contains 41147 members 
Mstep: Class 8 contains 217113 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9466 members 
Mstep: Class 11 contains 9900 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 76855 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90640 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29408 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10903 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 5627 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14140 members 
Mstep: Class 28 contains 8216 members 
Mstep: Class 29 contains 5730 members 
Mstep: Class 30 contains 59884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933000.000000 Penalty: 65686.531250
Iteration 211Q: 31 clusters Score -3.5933e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32401 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 13333 members 
Mstep: Class 7 contains 41162 members 
Mstep: Class 8 contains 217077 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9466 members 
Mstep: Class 11 contains 9899 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76861 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90645 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29407 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10899 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 5627 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14142 members 
Mstep: Class 28 contains 8216 members 
Mstep: Class 29 contains 5730 members 
Mstep: Class 30 contains 59884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932924.000000 Penalty: 65686.531250
Iteration 212Q: 31 clusters Score -3.593292e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32414 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 13332 members 
Mstep: Class 7 contains 41179 members 
Mstep: Class 8 contains 217036 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9466 members 
Mstep: Class 11 contains 9900 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76871 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90643 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29408 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10899 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 5629 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14142 members 
Mstep: Class 28 contains 8216 members 
Mstep: Class 29 contains 5730 members 
Mstep: Class 30 contains 59884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932896.000000 Penalty: 65686.531250
Iteration 213Q: 31 clusters Score -3.59329e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32433 members 
Mstep: Class 5 contains 8039 members 
Mstep: Class 6 contains 13329 members 
Mstep: Class 7 contains 41195 members 
Mstep: Class 8 contains 217002 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9465 members 
Mstep: Class 11 contains 9902 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76868 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90642 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29407 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10900 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 5634 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14143 members 
Mstep: Class 28 contains 8216 members 
Mstep: Class 29 contains 5730 members 
Mstep: Class 30 contains 59884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932888.000000 Penalty: 65686.531250
Iteration 214Q: 31 clusters Score -3.593289e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6432 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32451 members 
Mstep: Class 5 contains 8039 members 
Mstep: Class 6 contains 13324 members 
Mstep: Class 7 contains 41205 members 
Mstep: Class 8 contains 216977 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9464 members 
Mstep: Class 11 contains 9904 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76862 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90638 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29411 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10903 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 5635 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14146 members 
Mstep: Class 28 contains 8216 members 
Mstep: Class 29 contains 5729 members 
Mstep: Class 30 contains 59884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932912.000000 Penalty: 65686.531250
Iteration 215Q: 31 clusters Score -3.593291e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6431 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32468 members 
Mstep: Class 5 contains 8038 members 
Mstep: Class 6 contains 13321 members 
Mstep: Class 7 contains 41208 members 
Mstep: Class 8 contains 216951 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9462 members 
Mstep: Class 11 contains 9905 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76862 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90637 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29417 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10908 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 5634 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14148 members 
Mstep: Class 28 contains 8216 members 
Mstep: Class 29 contains 5729 members 
Mstep: Class 30 contains 59885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932836.000000 Penalty: 65686.531250
Iteration 216Q: 31 clusters Score -3.593284e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32481 members 
Mstep: Class 5 contains 8038 members 
Mstep: Class 6 contains 13322 members 
Mstep: Class 7 contains 41216 members 
Mstep: Class 8 contains 216923 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9462 members 
Mstep: Class 11 contains 9906 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76862 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90635 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29419 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10911 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 5636 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14149 members 
Mstep: Class 28 contains 8216 members 
Mstep: Class 29 contains 5728 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932856.000000 Penalty: 65686.531250
Iteration 217Q: 31 clusters Score -3.593286e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32493 members 
Mstep: Class 5 contains 8038 members 
Mstep: Class 6 contains 13325 members 
Mstep: Class 7 contains 41222 members 
Mstep: Class 8 contains 216905 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9461 members 
Mstep: Class 11 contains 9906 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76863 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90632 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29419 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10909 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 5640 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14147 members 
Mstep: Class 28 contains 8216 members 
Mstep: Class 29 contains 5728 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932836.000000 Penalty: 65686.531250
Iteration 218Q: 31 clusters Score -3.593284e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32500 members 
Mstep: Class 5 contains 8038 members 
Mstep: Class 6 contains 13327 members 
Mstep: Class 7 contains 41231 members 
Mstep: Class 8 contains 216883 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9459 members 
Mstep: Class 11 contains 9906 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76864 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90633 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29423 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10907 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 5642 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14147 members 
Mstep: Class 28 contains 8216 members 
Mstep: Class 29 contains 5728 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932816.000000 Penalty: 65686.531250
Iteration 219Q: 31 clusters Score -3.593282e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32504 members 
Mstep: Class 5 contains 8038 members 
Mstep: Class 6 contains 13329 members 
Mstep: Class 7 contains 41231 members 
Mstep: Class 8 contains 216870 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9459 members 
Mstep: Class 11 contains 9907 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76866 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90635 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29425 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10907 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 5642 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14148 members 
Mstep: Class 28 contains 8216 members 
Mstep: Class 29 contains 5728 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932832.000000 Penalty: 65686.531250
Iteration 220F: 31 clusters Score -3.593283e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32509 members 
Mstep: Class 5 contains 8038 members 
Mstep: Class 6 contains 13330 members 
Mstep: Class 7 contains 41232 members 
Mstep: Class 8 contains 216863 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9458 members 
Mstep: Class 11 contains 9910 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76866 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90636 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29424 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10906 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 5643 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14147 members 
Mstep: Class 28 contains 8216 members 
Mstep: Class 29 contains 5727 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932776.000000 Penalty: 65686.531250
Iteration 221Q: 31 clusters Score -3.593278e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32515 members 
Mstep: Class 5 contains 8038 members 
Mstep: Class 6 contains 13330 members 
Mstep: Class 7 contains 41235 members 
Mstep: Class 8 contains 216855 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9458 members 
Mstep: Class 11 contains 9912 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76867 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90635 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29424 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10904 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 5642 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14147 members 
Mstep: Class 28 contains 8216 members 
Mstep: Class 29 contains 5727 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932784.000000 Penalty: 65686.531250
Iteration 222Q: 31 clusters Score -3.593278e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32512 members 
Mstep: Class 5 contains 8038 members 
Mstep: Class 6 contains 13329 members 
Mstep: Class 7 contains 41246 members 
Mstep: Class 8 contains 216845 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9459 members 
Mstep: Class 11 contains 9913 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76867 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90634 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29424 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10904 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 5643 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14147 members 
Mstep: Class 28 contains 8217 members 
Mstep: Class 29 contains 5727 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932800.000000 Penalty: 65686.531250
Iteration 223Q: 31 clusters Score -3.59328e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32507 members 
Mstep: Class 5 contains 8038 members 
Mstep: Class 6 contains 13329 members 
Mstep: Class 7 contains 41258 members 
Mstep: Class 8 contains 216833 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9459 members 
Mstep: Class 11 contains 9917 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76869 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90634 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29423 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10904 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 5643 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14147 members 
Mstep: Class 28 contains 8217 members 
Mstep: Class 29 contains 5727 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932804.000000 Penalty: 65686.531250
Iteration 224Q: 31 clusters Score -3.59328e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32509 members 
Mstep: Class 5 contains 8038 members 
Mstep: Class 6 contains 13330 members 
Mstep: Class 7 contains 41265 members 
Mstep: Class 8 contains 216818 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9459 members 
Mstep: Class 11 contains 9918 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76870 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90636 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29424 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10904 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 5643 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14147 members 
Mstep: Class 28 contains 8217 members 
Mstep: Class 29 contains 5727 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932824.000000 Penalty: 65686.531250
Iteration 225Q: 31 clusters Score -3.593282e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32510 members 
Mstep: Class 5 contains 8038 members 
Mstep: Class 6 contains 13331 members 
Mstep: Class 7 contains 41274 members 
Mstep: Class 8 contains 216799 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9459 members 
Mstep: Class 11 contains 9922 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76872 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90636 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29427 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10903 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 5643 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14147 members 
Mstep: Class 28 contains 8217 members 
Mstep: Class 29 contains 5727 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932828.000000 Penalty: 65686.531250
Iteration 226Q: 31 clusters Score -3.593283e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32513 members 
Mstep: Class 5 contains 8038 members 
Mstep: Class 6 contains 13335 members 
Mstep: Class 7 contains 41282 members 
Mstep: Class 8 contains 216780 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9459 members 
Mstep: Class 11 contains 9922 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76871 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90638 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29425 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10906 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 5643 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14149 members 
Mstep: Class 28 contains 8217 members 
Mstep: Class 29 contains 5727 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932848.000000 Penalty: 65686.531250
Iteration 227Q: 31 clusters Score -3.593285e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32516 members 
Mstep: Class 5 contains 8038 members 
Mstep: Class 6 contains 13337 members 
Mstep: Class 7 contains 41289 members 
Mstep: Class 8 contains 216760 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9459 members 
Mstep: Class 11 contains 9927 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76871 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90640 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29421 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10908 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 5644 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14150 members 
Mstep: Class 28 contains 8218 members 
Mstep: Class 29 contains 5727 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932860.000000 Penalty: 65686.531250
Iteration 228Q: 31 clusters Score -3.593286e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1280 members 
Mstep: Class 4 contains 32519 members 
Mstep: Class 5 contains 8037 members 
Mstep: Class 6 contains 13339 members 
Mstep: Class 7 contains 41294 members 
Mstep: Class 8 contains 216746 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9931 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76873 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90640 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29417 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10908 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2316 members 
Mstep: Class 24 contains 5644 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14152 members 
Mstep: Class 28 contains 8218 members 
Mstep: Class 29 contains 5727 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932864.000000 Penalty: 65686.531250
Iteration 229Q: 31 clusters Score -3.593286e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1279 members 
Mstep: Class 4 contains 32523 members 
Mstep: Class 5 contains 8037 members 
Mstep: Class 6 contains 13343 members 
Mstep: Class 7 contains 41299 members 
Mstep: Class 8 contains 216726 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9937 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76878 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90641 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29417 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10905 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 5644 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14152 members 
Mstep: Class 28 contains 8218 members 
Mstep: Class 29 contains 5727 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932868.000000 Penalty: 65686.531250
Iteration 230Q: 31 clusters Score -3.593287e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1278 members 
Mstep: Class 4 contains 32529 members 
Mstep: Class 5 contains 8037 members 
Mstep: Class 6 contains 13344 members 
Mstep: Class 7 contains 41304 members 
Mstep: Class 8 contains 216711 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9938 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76882 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90640 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29418 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10903 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 5645 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14152 members 
Mstep: Class 28 contains 8218 members 
Mstep: Class 29 contains 5727 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932852.000000 Penalty: 65686.531250
Iteration 231Q: 31 clusters Score -3.593285e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1277 members 
Mstep: Class 4 contains 32540 members 
Mstep: Class 5 contains 8037 members 
Mstep: Class 6 contains 13348 members 
Mstep: Class 7 contains 41308 members 
Mstep: Class 8 contains 216684 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9461 members 
Mstep: Class 11 contains 9941 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76887 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90639 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29419 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10903 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 5644 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14153 members 
Mstep: Class 28 contains 8218 members 
Mstep: Class 29 contains 5727 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932864.000000 Penalty: 65686.531250
Iteration 232Q: 31 clusters Score -3.593286e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1276 members 
Mstep: Class 4 contains 32547 members 
Mstep: Class 5 contains 8037 members 
Mstep: Class 6 contains 13353 members 
Mstep: Class 7 contains 41314 members 
Mstep: Class 8 contains 216663 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9461 members 
Mstep: Class 11 contains 9941 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76890 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90641 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29419 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10902 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 5644 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14153 members 
Mstep: Class 28 contains 8218 members 
Mstep: Class 29 contains 5727 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932916.000000 Penalty: 65686.531250
Iteration 233Q: 31 clusters Score -3.593292e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1271 members 
Mstep: Class 4 contains 32547 members 
Mstep: Class 5 contains 8037 members 
Mstep: Class 6 contains 13358 members 
Mstep: Class 7 contains 41321 members 
Mstep: Class 8 contains 216646 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9942 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76896 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90642 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29421 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10904 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 5644 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14153 members 
Mstep: Class 28 contains 8218 members 
Mstep: Class 29 contains 5726 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932912.000000 Penalty: 65686.531250
Iteration 234Q: 31 clusters Score -3.593291e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1269 members 
Mstep: Class 4 contains 32550 members 
Mstep: Class 5 contains 8037 members 
Mstep: Class 6 contains 13361 members 
Mstep: Class 7 contains 41325 members 
Mstep: Class 8 contains 216628 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9942 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76897 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90644 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29422 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 20 contains 10908 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 5644 members 
Mstep: Class 25 contains 28199 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14153 members 
Mstep: Class 28 contains 8218 members 
Mstep: Class 29 contains 5726 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932912.000000 Penalty: 65686.531250
Iteration 235Q: 31 clusters Score -3.593291e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 32556 members 
Mstep: Class 5 contains 8037 members 
Mstep: Class 6 contains 13367 members 
Mstep: Class 7 contains 41325 members 
Mstep: Class 8 contains 216612 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9942 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76899 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90642 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29422 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 20 contains 10910 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 5645 members 
Mstep: Class 25 contains 28200 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14153 members 
Mstep: Class 28 contains 8219 members 
Mstep: Class 29 contains 5726 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932912.000000 Penalty: 65686.531250
Iteration 236Q: 31 clusters Score -3.593291e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 32564 members 
Mstep: Class 5 contains 8037 members 
Mstep: Class 6 contains 13367 members 
Mstep: Class 7 contains 41328 members 
Mstep: Class 8 contains 216595 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9942 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76900 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90642 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29423 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 20 contains 10910 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 5649 members 
Mstep: Class 25 contains 28200 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14153 members 
Mstep: Class 28 contains 8220 members 
Mstep: Class 29 contains 5726 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932888.000000 Penalty: 65686.531250
Iteration 237Q: 31 clusters Score -3.593289e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 32573 members 
Mstep: Class 5 contains 8037 members 
Mstep: Class 6 contains 13363 members 
Mstep: Class 7 contains 41337 members 
Mstep: Class 8 contains 216578 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9943 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76896 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90643 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29424 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10911 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 5652 members 
Mstep: Class 25 contains 28200 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14154 members 
Mstep: Class 28 contains 8220 members 
Mstep: Class 29 contains 5726 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932900.000000 Penalty: 65686.531250
Iteration 238Q: 31 clusters Score -3.59329e+07 nChanged 44
Entering ConstructFrom: 
Score: -35932900.000000 Penalty: 65686.531250
Entering ConstructFrom: 
Trying to split cluster 1 (3207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Entering Unmasked Estep 
Score: -163978.718750 Penalty: 1311.877319
	Iteration 0F: 2 clusters Score -163978.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -161130.531250 Penalty: 2623.754639
	Iteration 0F: 3 clusters Score -161130.5 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -161858.156250 Penalty: 2623.754639
	Iteration 1F: 3 clusters Score -161858.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -161994.500000 Penalty: 2623.754639
	Iteration 2F: 3 clusters Score -161994.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -162074.218750 Penalty: 2623.754639
	Iteration 3Q: 3 clusters Score -162074.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -162157.109375 Penalty: 2623.754639
	Iteration 4Q: 3 clusters Score -162157.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -162270.781250 Penalty: 2623.754639
	Iteration 5Q: 3 clusters Score -162270.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -162422.500000 Penalty: 2623.754639
	Iteration 6F: 3 clusters Score -162422.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -162592.703125 Penalty: 2623.754639
	Iteration 7F: 3 clusters Score -162592.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -162761.062500 Penalty: 2623.754639
	Iteration 8F: 3 clusters Score -162761.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -162889.328125 Penalty: 2623.754639
	Iteration 9Q: 3 clusters Score -162889.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -162973.125000 Penalty: 2623.754639
	Iteration 10Q: 3 clusters Score -162973.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -163015.968750 Penalty: 2623.754639
	Iteration 11Q: 3 clusters Score -163016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -163046.375000 Penalty: 2623.754639
	Iteration 12Q: 3 clusters Score -163046.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -163066.546875 Penalty: 2623.754639
	Iteration 13Q: 3 clusters Score -163066.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -163073.296875 Penalty: 2623.754639
	Iteration 14Q: 3 clusters Score -163073.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -163077.421875 Penalty: 2623.754639
	Iteration 15Q: 3 clusters Score -163077.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -163082.031250 Penalty: 2623.754639
	Iteration 16Q: 3 clusters Score -163082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -163084.046875 Penalty: 2623.754639
	Iteration 17Q: 3 clusters Score -163084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -163085.656250 Penalty: 2623.754639
	Iteration 18Q: 3 clusters Score -163085.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -163087.000000 Penalty: 2623.754639
	Iteration 19Q: 3 clusters Score -163087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -163087.343750 Penalty: 2623.754639
	Iteration 20F: 3 clusters Score -163087.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -163087.921875 Penalty: 2623.754639
	Iteration 21Q: 3 clusters Score -163087.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -163088.515625 Penalty: 2623.754639
	Iteration 22Q: 3 clusters Score -163088.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -163088.453125 Penalty: 2623.754639
	Iteration 23Q: 3 clusters Score -163088.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -163088.453125 Penalty: 2623.754639
	Iteration 24F: 3 clusters Score -163088.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Entering Unmasked Estep 
Score: -337756.718750 Penalty: 1424.918701
	Iteration 0F: 2 clusters Score -337756.7 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 3169 members 
Entering Unmasked Estep 
Score: -332855.406250 Penalty: 2849.837402
	Iteration 0F: 3 clusters Score -332855.4 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -334336.562500 Penalty: 2849.837402
	Iteration 1F: 3 clusters Score -334336.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -334637.187500 Penalty: 2849.837402
	Iteration 2F: 3 clusters Score -334637.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -334878.156250 Penalty: 2849.837402
	Iteration 3F: 3 clusters Score -334878.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -335081.906250 Penalty: 2849.837402
	Iteration 4F: 3 clusters Score -335081.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -335274.968750 Penalty: 2849.837402
	Iteration 5F: 3 clusters Score -335275 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -335481.312500 Penalty: 2849.837402
	Iteration 6Q: 3 clusters Score -335481.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -335651.968750 Penalty: 2849.837402
	Iteration 7Q: 3 clusters Score -335652 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -335750.531250 Penalty: 2849.837402
	Iteration 8Q: 3 clusters Score -335750.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -335829.750000 Penalty: 2849.837402
	Iteration 9Q: 3 clusters Score -335829.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -335903.093750 Penalty: 2849.837402
	Iteration 10Q: 3 clusters Score -335903.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -335954.843750 Penalty: 2849.837402
	Iteration 11Q: 3 clusters Score -335954.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -336004.562500 Penalty: 2849.837402
	Iteration 12Q: 3 clusters Score -336004.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -336051.375000 Penalty: 2849.837402
	Iteration 13Q: 3 clusters Score -336051.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -336093.406250 Penalty: 2849.837402
	Iteration 14Q: 3 clusters Score -336093.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -336142.531250 Penalty: 2849.837402
	Iteration 15Q: 3 clusters Score -336142.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -336193.312500 Penalty: 2849.837402
	Iteration 16Q: 3 clusters Score -336193.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -336237.718750 Penalty: 2849.837402
	Iteration 17Q: 3 clusters Score -336237.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -336276.500000 Penalty: 2849.837402
	Iteration 18Q: 3 clusters Score -336276.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -336309.250000 Penalty: 2849.837402
	Iteration 19Q: 3 clusters Score -336309.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -336333.312500 Penalty: 2849.837402
	Iteration 20F: 3 clusters Score -336333.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -336360.968750 Penalty: 2849.837402
	Iteration 21Q: 3 clusters Score -336361 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -336383.218750 Penalty: 2849.837402
	Iteration 22Q: 3 clusters Score -336383.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -336402.156250 Penalty: 2849.837402
	Iteration 23Q: 3 clusters Score -336402.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -336410.375000 Penalty: 2849.837402
	Iteration 24Q: 3 clusters Score -336410.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -336419.406250 Penalty: 2849.837402
	Iteration 25Q: 3 clusters Score -336419.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -336423.875000 Penalty: 2849.837402
	Iteration 26Q: 3 clusters Score -336423.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -336428.875000 Penalty: 2849.837402
	Iteration 27Q: 3 clusters Score -336428.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -336434.000000 Penalty: 2849.837402
	Iteration 28Q: 3 clusters Score -336434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -336442.062500 Penalty: 2849.837402
	Iteration 29Q: 3 clusters Score -336442.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -336450.187500 Penalty: 2849.837402
	Iteration 30Q: 3 clusters Score -336450.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -336456.500000 Penalty: 2849.837402
	Iteration 31Q: 3 clusters Score -336456.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -336462.125000 Penalty: 2849.837402
	Iteration 32Q: 3 clusters Score -336462.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -336464.781250 Penalty: 2849.837402
	Iteration 33Q: 3 clusters Score -336464.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -336466.937500 Penalty: 2849.837402
	Iteration 34Q: 3 clusters Score -336466.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -336468.281250 Penalty: 2849.837402
	Iteration 35Q: 3 clusters Score -336468.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -336468.312500 Penalty: 2849.837402
	Iteration 36Q: 3 clusters Score -336468.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -336469.562500 Penalty: 2849.837402
	Iteration 37Q: 3 clusters Score -336469.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -336469.562500 Penalty: 2849.837402
	Iteration 38Q: 3 clusters Score -336469.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -336469.562500 Penalty: 2849.837402
	Iteration 39F: 3 clusters Score -336469.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Entering Unmasked Estep 
Score: -53825.632812 Penalty: 1160.966187
	Iteration 0F: 2 clusters Score -53825.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -52198.863281 Penalty: 2321.932373
	Iteration 0F: 3 clusters Score -52198.86 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -52505.605469 Penalty: 2321.932373
	Iteration 1F: 3 clusters Score -52505.61 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -52588.792969 Penalty: 2321.932373
	Iteration 2F: 3 clusters Score -52588.79 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -52639.371094 Penalty: 2321.932373
	Iteration 3Q: 3 clusters Score -52639.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -52679.621094 Penalty: 2321.932373
	Iteration 4Q: 3 clusters Score -52679.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -52725.554688 Penalty: 2321.932373
	Iteration 5Q: 3 clusters Score -52725.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -52748.332031 Penalty: 2321.932373
	Iteration 6Q: 3 clusters Score -52748.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -52766.578125 Penalty: 2321.932373
	Iteration 7Q: 3 clusters Score -52766.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -52796.843750 Penalty: 2321.932373
	Iteration 8Q: 3 clusters Score -52796.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -52835.855469 Penalty: 2321.932373
	Iteration 9Q: 3 clusters Score -52835.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -52882.589844 Penalty: 2321.932373
	Iteration 10Q: 3 clusters Score -52882.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -52923.175781 Penalty: 2321.932373
	Iteration 11Q: 3 clusters Score -52923.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -52953.210938 Penalty: 2321.932373
	Iteration 12Q: 3 clusters Score -52953.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -52973.781250 Penalty: 2321.932373
	Iteration 13Q: 3 clusters Score -52973.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -52994.171875 Penalty: 2321.932373
	Iteration 14Q: 3 clusters Score -52994.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -53012.976562 Penalty: 2321.932373
	Iteration 15Q: 3 clusters Score -53012.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -53023.640625 Penalty: 2321.932373
	Iteration 16Q: 3 clusters Score -53023.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -53028.773438 Penalty: 2321.932373
	Iteration 17Q: 3 clusters Score -53028.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -53031.984375 Penalty: 2321.932373
	Iteration 18Q: 3 clusters Score -53031.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -53033.453125 Penalty: 2321.932373
	Iteration 19Q: 3 clusters Score -53033.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -53034.378906 Penalty: 2321.932373
	Iteration 20F: 3 clusters Score -53034.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Entering Unmasked Estep 
Score: -1786908.125000 Penalty: 1688.586304
	Iteration 0F: 2 clusters Score -1786908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -1765035.750000 Penalty: 3377.172607
	Iteration 0F: 3 clusters Score -1765036 nChanged 15035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -1773194.000000 Penalty: 3377.172607
	Iteration 1F: 3 clusters Score -1773194 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1773629.125000 Penalty: 3377.172607
	Iteration 2Q: 3 clusters Score -1773629 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1774179.000000 Penalty: 3377.172607
	Iteration 3Q: 3 clusters Score -1774179 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1774942.875000 Penalty: 3377.172607
	Iteration 4F: 3 clusters Score -1774943 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1776116.750000 Penalty: 3377.172607
	Iteration 5F: 3 clusters Score -1776117 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1777939.500000 Penalty: 3377.172607
	Iteration 6F: 3 clusters Score -1777940 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1780510.750000 Penalty: 3377.172607
	Iteration 7F: 3 clusters Score -1780511 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1782770.625000 Penalty: 3377.172607
	Iteration 8F: 3 clusters Score -1782771 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1784202.125000 Penalty: 3377.172607
	Iteration 9Q: 3 clusters Score -1784202 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1784870.750000 Penalty: 3377.172607
	Iteration 10Q: 3 clusters Score -1784871 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1785122.250000 Penalty: 3377.172607
	Iteration 11Q: 3 clusters Score -1785122 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1785249.875000 Penalty: 3377.172607
	Iteration 12Q: 3 clusters Score -1785250 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1785310.375000 Penalty: 3377.172607
	Iteration 13Q: 3 clusters Score -1785310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1785347.250000 Penalty: 3377.172607
	Iteration 14Q: 3 clusters Score -1785347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1785367.875000 Penalty: 3377.172607
	Iteration 15Q: 3 clusters Score -1785368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1785382.250000 Penalty: 3377.172607
	Iteration 16Q: 3 clusters Score -1785382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1785394.250000 Penalty: 3377.172607
	Iteration 17Q: 3 clusters Score -1785394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1785400.875000 Penalty: 3377.172607
	Iteration 18Q: 3 clusters Score -1785401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1785403.000000 Penalty: 3377.172607
	Iteration 19Q: 3 clusters Score -1785403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1785404.625000 Penalty: 3377.172607
	Iteration 20F: 3 clusters Score -1785405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1785406.750000 Penalty: 3377.172607
	Iteration 21Q: 3 clusters Score -1785407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1785406.750000 Penalty: 3377.172607
	Iteration 22F: 3 clusters Score -1785407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Entering Unmasked Estep 
Score: -404033.843750 Penalty: 1461.169312
	Iteration 0F: 2 clusters Score -404033.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -398163.718750 Penalty: 2922.338623
	Iteration 0F: 3 clusters Score -398163.7 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -400085.093750 Penalty: 2922.338623
	Iteration 1F: 3 clusters Score -400085.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -400476.000000 Penalty: 2922.338623
	Iteration 2F: 3 clusters Score -400476 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -400992.437500 Penalty: 2922.338623
	Iteration 3F: 3 clusters Score -400992.4 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -401614.000000 Penalty: 2922.338623
	Iteration 4F: 3 clusters Score -401614 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -402155.781250 Penalty: 2922.338623
	Iteration 5F: 3 clusters Score -402155.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -402531.406250 Penalty: 2922.338623
	Iteration 6F: 3 clusters Score -402531.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -402748.250000 Penalty: 2922.338623
	Iteration 7Q: 3 clusters Score -402748.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -402880.000000 Penalty: 2922.338623
	Iteration 8Q: 3 clusters Score -402880 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -402954.781250 Penalty: 2922.338623
	Iteration 9Q: 3 clusters Score -402954.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -402995.781250 Penalty: 2922.338623
	Iteration 10Q: 3 clusters Score -402995.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -403026.500000 Penalty: 2922.338623
	Iteration 11Q: 3 clusters Score -403026.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -403050.375000 Penalty: 2922.338623
	Iteration 12Q: 3 clusters Score -403050.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -403073.593750 Penalty: 2922.338623
	Iteration 13Q: 3 clusters Score -403073.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -403105.000000 Penalty: 2922.338623
	Iteration 14Q: 3 clusters Score -403105 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -403139.531250 Penalty: 2922.338623
	Iteration 15Q: 3 clusters Score -403139.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -403176.437500 Penalty: 2922.338623
	Iteration 16Q: 3 clusters Score -403176.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -403199.000000 Penalty: 2922.338623
	Iteration 17Q: 3 clusters Score -403199 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -403220.500000 Penalty: 2922.338623
	Iteration 18Q: 3 clusters Score -403220.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -403235.968750 Penalty: 2922.338623
	Iteration 19Q: 3 clusters Score -403236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -403247.343750 Penalty: 2922.338623
	Iteration 20F: 3 clusters Score -403247.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -403256.406250 Penalty: 2922.338623
	Iteration 21Q: 3 clusters Score -403256.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -403261.812500 Penalty: 2922.338623
	Iteration 22Q: 3 clusters Score -403261.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -403265.625000 Penalty: 2922.338623
	Iteration 23Q: 3 clusters Score -403265.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -403269.625000 Penalty: 2922.338623
	Iteration 24Q: 3 clusters Score -403269.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -403274.968750 Penalty: 2922.338623
	Iteration 25Q: 3 clusters Score -403275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -403280.562500 Penalty: 2922.338623
	Iteration 26Q: 3 clusters Score -403280.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -403283.625000 Penalty: 2922.338623
	Iteration 27Q: 3 clusters Score -403283.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -403287.406250 Penalty: 2922.338623
	Iteration 28Q: 3 clusters Score -403287.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -403291.562500 Penalty: 2922.338623
	Iteration 29Q: 3 clusters Score -403291.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -403294.156250 Penalty: 2922.338623
	Iteration 30Q: 3 clusters Score -403294.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -403296.468750 Penalty: 2922.338623
	Iteration 31Q: 3 clusters Score -403296.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -403302.531250 Penalty: 2922.338623
	Iteration 32Q: 3 clusters Score -403302.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -403307.500000 Penalty: 2922.338623
	Iteration 33Q: 3 clusters Score -403307.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -403312.906250 Penalty: 2922.338623
	Iteration 34Q: 3 clusters Score -403312.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -403316.750000 Penalty: 2922.338623
	Iteration 35Q: 3 clusters Score -403316.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -403319.406250 Penalty: 2922.338623
	Iteration 36Q: 3 clusters Score -403319.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -403322.093750 Penalty: 2922.338623
	Iteration 37Q: 3 clusters Score -403322.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -403325.406250 Penalty: 2922.338623
	Iteration 38Q: 3 clusters Score -403325.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -403326.468750 Penalty: 2922.338623
	Iteration 39Q: 3 clusters Score -403326.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -403327.000000 Penalty: 2922.338623
	Iteration 40F: 3 clusters Score -403327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -403326.937500 Penalty: 2922.338623
	Iteration 41Q: 3 clusters Score -403326.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -403327.593750 Penalty: 2922.338623
	Iteration 42Q: 3 clusters Score -403327.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -403328.875000 Penalty: 2922.338623
	Iteration 43Q: 3 clusters Score -403328.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -403329.062500 Penalty: 2922.338623
	Iteration 44Q: 3 clusters Score -403329.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -403329.062500 Penalty: 2922.338623
	Iteration 45F: 3 clusters Score -403329.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Entering Unmasked Estep 
Score: -640241.625000 Penalty: 1543.741211
	Iteration 0F: 2 clusters Score -640241.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -630860.312500 Penalty: 3087.482422
	Iteration 0F: 3 clusters Score -630860.3 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -634257.750000 Penalty: 3087.482422
	Iteration 1F: 3 clusters Score -634257.8 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -634640.625000 Penalty: 3087.482422
	Iteration 2F: 3 clusters Score -634640.6 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -635021.062500 Penalty: 3087.482422
	Iteration 3F: 3 clusters Score -635021.1 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -635508.500000 Penalty: 3087.482422
	Iteration 4F: 3 clusters Score -635508.5 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -636134.500000 Penalty: 3087.482422
	Iteration 5F: 3 clusters Score -636134.5 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -636843.625000 Penalty: 3087.482422
	Iteration 6F: 3 clusters Score -636843.6 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -637396.937500 Penalty: 3087.482422
	Iteration 7F: 3 clusters Score -637396.9 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -637778.125000 Penalty: 3087.482422
	Iteration 8Q: 3 clusters Score -637778.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -638005.437500 Penalty: 3087.482422
	Iteration 9Q: 3 clusters Score -638005.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -638149.125000 Penalty: 3087.482422
	Iteration 10Q: 3 clusters Score -638149.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -638260.062500 Penalty: 3087.482422
	Iteration 11Q: 3 clusters Score -638260.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -638340.125000 Penalty: 3087.482422
	Iteration 12Q: 3 clusters Score -638340.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -638396.500000 Penalty: 3087.482422
	Iteration 13Q: 3 clusters Score -638396.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -638431.875000 Penalty: 3087.482422
	Iteration 14Q: 3 clusters Score -638431.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -638457.750000 Penalty: 3087.482422
	Iteration 15Q: 3 clusters Score -638457.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -638477.500000 Penalty: 3087.482422
	Iteration 16Q: 3 clusters Score -638477.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -638496.625000 Penalty: 3087.482422
	Iteration 17Q: 3 clusters Score -638496.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -638511.687500 Penalty: 3087.482422
	Iteration 18Q: 3 clusters Score -638511.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -638527.937500 Penalty: 3087.482422
	Iteration 19Q: 3 clusters Score -638527.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -638539.687500 Penalty: 3087.482422
	Iteration 20F: 3 clusters Score -638539.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -638557.250000 Penalty: 3087.482422
	Iteration 21Q: 3 clusters Score -638557.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -638576.375000 Penalty: 3087.482422
	Iteration 22Q: 3 clusters Score -638576.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -638591.750000 Penalty: 3087.482422
	Iteration 23Q: 3 clusters Score -638591.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -638599.062500 Penalty: 3087.482422
	Iteration 24Q: 3 clusters Score -638599.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -638608.562500 Penalty: 3087.482422
	Iteration 25Q: 3 clusters Score -638608.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -638619.250000 Penalty: 3087.482422
	Iteration 26Q: 3 clusters Score -638619.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -638629.562500 Penalty: 3087.482422
	Iteration 27Q: 3 clusters Score -638629.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -638635.125000 Penalty: 3087.482422
	Iteration 28Q: 3 clusters Score -638635.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -638645.812500 Penalty: 3087.482422
	Iteration 29Q: 3 clusters Score -638645.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -638653.625000 Penalty: 3087.482422
	Iteration 30Q: 3 clusters Score -638653.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -638669.000000 Penalty: 3087.482422
	Iteration 31Q: 3 clusters Score -638669 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -638677.437500 Penalty: 3087.482422
	Iteration 32Q: 3 clusters Score -638677.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -638685.187500 Penalty: 3087.482422
	Iteration 33Q: 3 clusters Score -638685.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -638690.750000 Penalty: 3087.482422
	Iteration 34Q: 3 clusters Score -638690.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -638701.687500 Penalty: 3087.482422
	Iteration 35Q: 3 clusters Score -638701.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -638709.812500 Penalty: 3087.482422
	Iteration 36Q: 3 clusters Score -638709.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -638719.687500 Penalty: 3087.482422
	Iteration 37Q: 3 clusters Score -638719.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -638728.375000 Penalty: 3087.482422
	Iteration 38Q: 3 clusters Score -638728.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -638739.562500 Penalty: 3087.482422
	Iteration 39Q: 3 clusters Score -638739.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -638744.687500 Penalty: 3087.482422
	Iteration 40F: 3 clusters Score -638744.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -638753.875000 Penalty: 3087.482422
	Iteration 41Q: 3 clusters Score -638753.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -638759.625000 Penalty: 3087.482422
	Iteration 42Q: 3 clusters Score -638759.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -638767.812500 Penalty: 3087.482422
	Iteration 43Q: 3 clusters Score -638767.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -638771.562500 Penalty: 3087.482422
	Iteration 44Q: 3 clusters Score -638771.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -638777.625000 Penalty: 3087.482422
	Iteration 45Q: 3 clusters Score -638777.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -638783.375000 Penalty: 3087.482422
	Iteration 46Q: 3 clusters Score -638783.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -638790.187500 Penalty: 3087.482422
	Iteration 47Q: 3 clusters Score -638790.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -638796.312500 Penalty: 3087.482422
	Iteration 48Q: 3 clusters Score -638796.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -638801.187500 Penalty: 3087.482422
	Iteration 49Q: 3 clusters Score -638801.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -638810.437500 Penalty: 3087.482422
	Iteration 50Q: 3 clusters Score -638810.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -638819.812500 Penalty: 3087.482422
	Iteration 51Q: 3 clusters Score -638819.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -638825.937500 Penalty: 3087.482422
	Iteration 52Q: 3 clusters Score -638825.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -638834.312500 Penalty: 3087.482422
	Iteration 53Q: 3 clusters Score -638834.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -638836.437500 Penalty: 3087.482422
	Iteration 54Q: 3 clusters Score -638836.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -638839.437500 Penalty: 3087.482422
	Iteration 55Q: 3 clusters Score -638839.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -638840.562500 Penalty: 3087.482422
	Iteration 56Q: 3 clusters Score -638840.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -638840.062500 Penalty: 3087.482422
	Iteration 57Q: 3 clusters Score -638840.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -638842.812500 Penalty: 3087.482422
	Iteration 58Q: 3 clusters Score -638842.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -638843.937500 Penalty: 3087.482422
	Iteration 59Q: 3 clusters Score -638843.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -638847.625000 Penalty: 3087.482422
	Iteration 60F: 3 clusters Score -638847.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -638847.312500 Penalty: 3087.482422
	Iteration 61Q: 3 clusters Score -638847.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -638849.187500 Penalty: 3087.482422
	Iteration 62Q: 3 clusters Score -638849.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -638848.687500 Penalty: 3087.482422
	Iteration 63Q: 3 clusters Score -638848.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -638851.937500 Penalty: 3087.482422
	Iteration 64Q: 3 clusters Score -638851.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -638850.875000 Penalty: 3087.482422
	Iteration 65Q: 3 clusters Score -638850.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -638853.312500 Penalty: 3087.482422
	Iteration 66Q: 3 clusters Score -638853.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -638853.062500 Penalty: 3087.482422
	Iteration 67Q: 3 clusters Score -638853.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -638857.750000 Penalty: 3087.482422
	Iteration 68Q: 3 clusters Score -638857.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -638859.250000 Penalty: 3087.482422
	Iteration 69Q: 3 clusters Score -638859.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -638861.687500 Penalty: 3087.482422
	Iteration 70Q: 3 clusters Score -638861.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -638864.500000 Penalty: 3087.482422
	Iteration 71Q: 3 clusters Score -638864.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -638864.562500 Penalty: 3087.482422
	Iteration 72Q: 3 clusters Score -638864.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -638865.562500 Penalty: 3087.482422
	Iteration 73Q: 3 clusters Score -638865.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -638866.812500 Penalty: 3087.482422
	Iteration 74Q: 3 clusters Score -638866.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -638869.812500 Penalty: 3087.482422
	Iteration 75Q: 3 clusters Score -638869.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -638869.625000 Penalty: 3087.482422
	Iteration 76Q: 3 clusters Score -638869.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -638870.437500 Penalty: 3087.482422
	Iteration 77Q: 3 clusters Score -638870.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -638873.125000 Penalty: 3087.482422
	Iteration 78Q: 3 clusters Score -638873.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -638874.437500 Penalty: 3087.482422
	Iteration 79Q: 3 clusters Score -638874.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -638877.750000 Penalty: 3087.482422
	Iteration 80F: 3 clusters Score -638877.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -638881.312500 Penalty: 3087.482422
	Iteration 81Q: 3 clusters Score -638881.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -638886.000000 Penalty: 3087.482422
	Iteration 82Q: 3 clusters Score -638886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -638887.812500 Penalty: 3087.482422
	Iteration 83Q: 3 clusters Score -638887.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -638893.812500 Penalty: 3087.482422
	Iteration 84Q: 3 clusters Score -638893.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -638899.625000 Penalty: 3087.482422
	Iteration 85Q: 3 clusters Score -638899.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -638909.687500 Penalty: 3087.482422
	Iteration 86Q: 3 clusters Score -638909.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -638912.062500 Penalty: 3087.482422
	Iteration 87Q: 3 clusters Score -638912.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -638917.062500 Penalty: 3087.482422
	Iteration 88Q: 3 clusters Score -638917.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -638920.250000 Penalty: 3087.482422
	Iteration 89Q: 3 clusters Score -638920.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -638927.062500 Penalty: 3087.482422
	Iteration 90Q: 3 clusters Score -638927.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -638934.375000 Penalty: 3087.482422
	Iteration 91Q: 3 clusters Score -638934.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -638936.875000 Penalty: 3087.482422
	Iteration 92Q: 3 clusters Score -638936.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -638944.125000 Penalty: 3087.482422
	Iteration 93Q: 3 clusters Score -638944.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -638944.500000 Penalty: 3087.482422
	Iteration 94Q: 3 clusters Score -638944.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -638949.375000 Penalty: 3087.482422
	Iteration 95Q: 3 clusters Score -638949.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -638948.875000 Penalty: 3087.482422
	Iteration 96Q: 3 clusters Score -638948.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -638951.000000 Penalty: 3087.482422
	Iteration 97Q: 3 clusters Score -638951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -638952.562500 Penalty: 3087.482422
	Iteration 98Q: 3 clusters Score -638952.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -638951.375000 Penalty: 3087.482422
	Iteration 99Q: 3 clusters Score -638951.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -638953.687500 Penalty: 3087.482422
	Iteration 100F: 3 clusters Score -638953.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -638954.312500 Penalty: 3087.482422
	Iteration 101Q: 3 clusters Score -638954.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -638953.250000 Penalty: 3087.482422
	Iteration 102Q: 3 clusters Score -638953.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -638953.312500 Penalty: 3087.482422
	Iteration 103Q: 3 clusters Score -638953.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -638952.687500 Penalty: 3087.482422
	Iteration 104Q: 3 clusters Score -638952.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -638952.687500 Penalty: 3087.482422
	Iteration 105F: 3 clusters Score -638952.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Entering Unmasked Estep 
Score: -2272787.000000 Penalty: 1727.335205
	Iteration 0F: 2 clusters Score -2272787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2244942.000000 Penalty: 3454.670410
	Iteration 0F: 3 clusters Score -2244942 nChanged 19370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2256478.750000 Penalty: 3454.670410
	Iteration 1F: 3 clusters Score -2256479 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2257605.000000 Penalty: 3454.670410
	Iteration 2F: 3 clusters Score -2257605 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2259526.250000 Penalty: 3454.670410
	Iteration 3F: 3 clusters Score -2259526 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2262347.500000 Penalty: 3454.670410
	Iteration 4F: 3 clusters Score -2262348 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2265517.750000 Penalty: 3454.670410
	Iteration 5F: 3 clusters Score -2265518 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2268117.500000 Penalty: 3454.670410
	Iteration 6F: 3 clusters Score -2268118 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2269836.250000 Penalty: 3454.670410
	Iteration 7Q: 3 clusters Score -2269836 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2270658.750000 Penalty: 3454.670410
	Iteration 8Q: 3 clusters Score -2270659 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2271013.750000 Penalty: 3454.670410
	Iteration 9Q: 3 clusters Score -2271014 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2271145.000000 Penalty: 3454.670410
	Iteration 10Q: 3 clusters Score -2271145 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2271234.000000 Penalty: 3454.670410
	Iteration 11Q: 3 clusters Score -2271234 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2271287.250000 Penalty: 3454.670410
	Iteration 12Q: 3 clusters Score -2271287 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2271345.750000 Penalty: 3454.670410
	Iteration 13Q: 3 clusters Score -2271346 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2271383.750000 Penalty: 3454.670410
	Iteration 14Q: 3 clusters Score -2271384 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2271414.750000 Penalty: 3454.670410
	Iteration 15Q: 3 clusters Score -2271415 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2271439.250000 Penalty: 3454.670410
	Iteration 16Q: 3 clusters Score -2271439 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2271452.500000 Penalty: 3454.670410
	Iteration 17Q: 3 clusters Score -2271452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2271455.750000 Penalty: 3454.670410
	Iteration 18Q: 3 clusters Score -2271456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2271465.750000 Penalty: 3454.670410
	Iteration 19Q: 3 clusters Score -2271466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2271466.250000 Penalty: 3454.670410
	Iteration 20F: 3 clusters Score -2271466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2271465.750000 Penalty: 3454.670410
	Iteration 21Q: 3 clusters Score -2271466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2271469.500000 Penalty: 3454.670410
	Iteration 22Q: 3 clusters Score -2271470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2271475.750000 Penalty: 3454.670410
	Iteration 23Q: 3 clusters Score -2271476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2271474.500000 Penalty: 3454.670410
	Iteration 24Q: 3 clusters Score -2271474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2271478.750000 Penalty: 3454.670410
	Iteration 25Q: 3 clusters Score -2271479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2271473.250000 Penalty: 3454.670410
	Iteration 26Q: 3 clusters Score -2271473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2271475.250000 Penalty: 3454.670410
	Iteration 27Q: 3 clusters Score -2271475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2271473.750000 Penalty: 3454.670410
	Iteration 28Q: 3 clusters Score -2271474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2271485.000000 Penalty: 3454.670410
	Iteration 29Q: 3 clusters Score -2271485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2271490.750000 Penalty: 3454.670410
	Iteration 30Q: 3 clusters Score -2271491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2271497.500000 Penalty: 3454.670410
	Iteration 31Q: 3 clusters Score -2271498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2271497.500000 Penalty: 3454.670410
	Iteration 32Q: 3 clusters Score -2271498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2271500.750000 Penalty: 3454.670410
	Iteration 33Q: 3 clusters Score -2271501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2271505.750000 Penalty: 3454.670410
	Iteration 34Q: 3 clusters Score -2271506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2271503.000000 Penalty: 3454.670410
	Iteration 35Q: 3 clusters Score -2271503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2271504.000000 Penalty: 3454.670410
	Iteration 36Q: 3 clusters Score -2271504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2271511.250000 Penalty: 3454.670410
	Iteration 37Q: 3 clusters Score -2271511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2271518.750000 Penalty: 3454.670410
	Iteration 38Q: 3 clusters Score -2271519 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2271523.000000 Penalty: 3454.670410
	Iteration 39Q: 3 clusters Score -2271523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2271531.500000 Penalty: 3454.670410
	Iteration 40F: 3 clusters Score -2271532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2271533.000000 Penalty: 3454.670410
	Iteration 41Q: 3 clusters Score -2271533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2271538.250000 Penalty: 3454.670410
	Iteration 42Q: 3 clusters Score -2271538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2271539.500000 Penalty: 3454.670410
	Iteration 43Q: 3 clusters Score -2271540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2271535.500000 Penalty: 3454.670410
	Iteration 44Q: 3 clusters Score -2271536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2271537.500000 Penalty: 3454.670410
	Iteration 45Q: 3 clusters Score -2271538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2271538.000000 Penalty: 3454.670410
	Iteration 46Q: 3 clusters Score -2271538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2271542.000000 Penalty: 3454.670410
	Iteration 47Q: 3 clusters Score -2271542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2271543.250000 Penalty: 3454.670410
	Iteration 48Q: 3 clusters Score -2271543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2271545.000000 Penalty: 3454.670410
	Iteration 49Q: 3 clusters Score -2271545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2271545.750000 Penalty: 3454.670410
	Iteration 50Q: 3 clusters Score -2271546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2271548.000000 Penalty: 3454.670410
	Iteration 51Q: 3 clusters Score -2271548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2271548.000000 Penalty: 3454.670410
	Iteration 52F: 3 clusters Score -2271548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (216559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216559 members 
Entering Unmasked Estep 
Score: -11680096.000000 Penalty: 1996.412842
	Iteration 0F: 2 clusters Score -1.16801e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108036 members 
Mstep: Class 2 contains 108523 members 
Entering Unmasked Estep 
Score: -11534414.000000 Penalty: 3992.825684
	Iteration 0F: 3 clusters Score -1.153441e+07 nChanged 104999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101287 members 
Mstep: Class 2 contains 115272 members 
Entering Unmasked Estep 
Score: -11597564.000000 Penalty: 3992.825684
	Iteration 1F: 3 clusters Score -1.159756e+07 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96515 members 
Mstep: Class 2 contains 120044 members 
Entering Unmasked Estep 
Score: -11600306.000000 Penalty: 3992.825684
	Iteration 2Q: 3 clusters Score -1.160031e+07 nChanged 10569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89096 members 
Mstep: Class 2 contains 127463 members 
Entering Unmasked Estep 
Score: -11604883.000000 Penalty: 3992.825684
	Iteration 3Q: 3 clusters Score -1.160488e+07 nChanged 13856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78244 members 
Mstep: Class 2 contains 138315 members 
Entering Unmasked Estep 
Score: -11612894.000000 Penalty: 3992.825684
	Iteration 4F: 3 clusters Score -1.161289e+07 nChanged 16807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64181 members 
Mstep: Class 2 contains 152378 members 
Entering Unmasked Estep 
Score: -11625073.000000 Penalty: 3992.825684
	Iteration 5F: 3 clusters Score -1.162507e+07 nChanged 17673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 168065 members 
Entering Unmasked Estep 
Score: -11639678.000000 Penalty: 3992.825684
	Iteration 6F: 3 clusters Score -1.163968e+07 nChanged 14928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 181827 members 
Entering Unmasked Estep 
Score: -11653773.000000 Penalty: 3992.825684
	Iteration 7F: 3 clusters Score -1.165377e+07 nChanged 10225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 191278 members 
Entering Unmasked Estep 
Score: -11664722.000000 Penalty: 3992.825684
	Iteration 8Q: 3 clusters Score -1.166472e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 196225 members 
Entering Unmasked Estep 
Score: -11671328.000000 Penalty: 3992.825684
	Iteration 9Q: 3 clusters Score -1.167133e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 198758 members 
Entering Unmasked Estep 
Score: -11673824.000000 Penalty: 3992.825684
	Iteration 10Q: 3 clusters Score -1.167382e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 200660 members 
Entering Unmasked Estep 
Score: -11675001.000000 Penalty: 3992.825684
	Iteration 11Q: 3 clusters Score -1.1675e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 202188 members 
Entering Unmasked Estep 
Score: -11675699.000000 Penalty: 3992.825684
	Iteration 12Q: 3 clusters Score -1.16757e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 203515 members 
Entering Unmasked Estep 
Score: -11676328.000000 Penalty: 3992.825684
	Iteration 13Q: 3 clusters Score -1.167633e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 204691 members 
Entering Unmasked Estep 
Score: -11676786.000000 Penalty: 3992.825684
	Iteration 14Q: 3 clusters Score -1.167679e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 205722 members 
Entering Unmasked Estep 
Score: -11677185.000000 Penalty: 3992.825684
	Iteration 15Q: 3 clusters Score -1.167718e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 206636 members 
Entering Unmasked Estep 
Score: -11677442.000000 Penalty: 3992.825684
	Iteration 16Q: 3 clusters Score -1.167744e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 207433 members 
Entering Unmasked Estep 
Score: -11677653.000000 Penalty: 3992.825684
	Iteration 17Q: 3 clusters Score -1.167765e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 208100 members 
Entering Unmasked Estep 
Score: -11677878.000000 Penalty: 3992.825684
	Iteration 18Q: 3 clusters Score -1.167788e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 208711 members 
Entering Unmasked Estep 
Score: -11678052.000000 Penalty: 3992.825684
	Iteration 19Q: 3 clusters Score -1.167805e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 209252 members 
Entering Unmasked Estep 
Score: -11678202.000000 Penalty: 3992.825684
	Iteration 20F: 3 clusters Score -1.16782e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 209702 members 
Entering Unmasked Estep 
Score: -11678359.000000 Penalty: 3992.825684
	Iteration 21Q: 3 clusters Score -1.167836e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 210101 members 
Entering Unmasked Estep 
Score: -11678489.000000 Penalty: 3992.825684
	Iteration 22Q: 3 clusters Score -1.167849e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 210466 members 
Entering Unmasked Estep 
Score: -11678550.000000 Penalty: 3992.825684
	Iteration 23Q: 3 clusters Score -1.167855e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 210778 members 
Entering Unmasked Estep 
Score: -11678613.000000 Penalty: 3992.825684
	Iteration 24Q: 3 clusters Score -1.167861e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 211033 members 
Entering Unmasked Estep 
Score: -11678672.000000 Penalty: 3992.825684
	Iteration 25Q: 3 clusters Score -1.167867e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 211271 members 
Entering Unmasked Estep 
Score: -11678693.000000 Penalty: 3992.825684
	Iteration 26Q: 3 clusters Score -1.167869e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 211464 members 
Entering Unmasked Estep 
Score: -11678690.000000 Penalty: 3992.825684
	Iteration 27Q: 3 clusters Score -1.167869e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 211635 members 
Entering Unmasked Estep 
Score: -11678753.000000 Penalty: 3992.825684
	Iteration 28Q: 3 clusters Score -1.167875e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 211798 members 
Entering Unmasked Estep 
Score: -11678805.000000 Penalty: 3992.825684
	Iteration 29Q: 3 clusters Score -1.16788e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 211929 members 
Entering Unmasked Estep 
Score: -11678834.000000 Penalty: 3992.825684
	Iteration 30Q: 3 clusters Score -1.167883e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 212045 members 
Entering Unmasked Estep 
Score: -11678814.000000 Penalty: 3992.825684
	Iteration 31Q: 3 clusters Score -1.167881e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 212140 members 
Entering Unmasked Estep 
Score: -11678855.000000 Penalty: 3992.825684
	Iteration 32Q: 3 clusters Score -1.167886e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 212221 members 
Entering Unmasked Estep 
Score: -11678873.000000 Penalty: 3992.825684
	Iteration 33Q: 3 clusters Score -1.167887e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 212300 members 
Entering Unmasked Estep 
Score: -11678899.000000 Penalty: 3992.825684
	Iteration 34Q: 3 clusters Score -1.16789e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 212370 members 
Entering Unmasked Estep 
Score: -11678872.000000 Penalty: 3992.825684
	Iteration 35Q: 3 clusters Score -1.167887e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 212447 members 
Entering Unmasked Estep 
Score: -11678878.000000 Penalty: 3992.825684
	Iteration 36Q: 3 clusters Score -1.167888e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 212515 members 
Entering Unmasked Estep 
Score: -11678879.000000 Penalty: 3992.825684
	Iteration 37Q: 3 clusters Score -1.167888e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 212566 members 
Entering Unmasked Estep 
Score: -11678881.000000 Penalty: 3992.825684
	Iteration 38Q: 3 clusters Score -1.167888e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 212610 members 
Entering Unmasked Estep 
Score: -11678879.000000 Penalty: 3992.825684
	Iteration 39Q: 3 clusters Score -1.167888e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 212652 members 
Entering Unmasked Estep 
Score: -11678874.000000 Penalty: 3992.825684
	Iteration 40F: 3 clusters Score -1.167887e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 212686 members 
Entering Unmasked Estep 
Score: -11678896.000000 Penalty: 3992.825684
	Iteration 41Q: 3 clusters Score -1.16789e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 212717 members 
Entering Unmasked Estep 
Score: -11678892.000000 Penalty: 3992.825684
	Iteration 42Q: 3 clusters Score -1.167889e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 212752 members 
Entering Unmasked Estep 
Score: -11678904.000000 Penalty: 3992.825684
	Iteration 43Q: 3 clusters Score -1.16789e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 212796 members 
Entering Unmasked Estep 
Score: -11678925.000000 Penalty: 3992.825684
	Iteration 44Q: 3 clusters Score -1.167892e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 212834 members 
Entering Unmasked Estep 
Score: -11678941.000000 Penalty: 3992.825684
	Iteration 45Q: 3 clusters Score -1.167894e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 212862 members 
Entering Unmasked Estep 
Score: -11678940.000000 Penalty: 3992.825684
	Iteration 46Q: 3 clusters Score -1.167894e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 212882 members 
Entering Unmasked Estep 
Score: -11678923.000000 Penalty: 3992.825684
	Iteration 47Q: 3 clusters Score -1.167892e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 212911 members 
Entering Unmasked Estep 
Score: -11678900.000000 Penalty: 3992.825684
	Iteration 48Q: 3 clusters Score -1.16789e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 212943 members 
Entering Unmasked Estep 
Score: -11678932.000000 Penalty: 3992.825684
	Iteration 49Q: 3 clusters Score -1.167893e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 212970 members 
Entering Unmasked Estep 
Score: -11678943.000000 Penalty: 3992.825684
	Iteration 50Q: 3 clusters Score -1.167894e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 212998 members 
Entering Unmasked Estep 
Score: -11678943.000000 Penalty: 3992.825684
	Iteration 51Q: 3 clusters Score -1.167894e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 213017 members 
Entering Unmasked Estep 
Score: -11678939.000000 Penalty: 3992.825684
	Iteration 52Q: 3 clusters Score -1.167894e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 213044 members 
Entering Unmasked Estep 
Score: -11678945.000000 Penalty: 3992.825684
	Iteration 53Q: 3 clusters Score -1.167894e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 213068 members 
Entering Unmasked Estep 
Score: -11678946.000000 Penalty: 3992.825684
	Iteration 54Q: 3 clusters Score -1.167895e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 213083 members 
Entering Unmasked Estep 
Score: -11678937.000000 Penalty: 3992.825684
	Iteration 55Q: 3 clusters Score -1.167894e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 213096 members 
Entering Unmasked Estep 
Score: -11678964.000000 Penalty: 3992.825684
	Iteration 56Q: 3 clusters Score -1.167896e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 213115 members 
Entering Unmasked Estep 
Score: -11678972.000000 Penalty: 3992.825684
	Iteration 57Q: 3 clusters Score -1.167897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 213122 members 
Entering Unmasked Estep 
Score: -11678980.000000 Penalty: 3992.825684
	Iteration 58Q: 3 clusters Score -1.167898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 213132 members 
Entering Unmasked Estep 
Score: -11678984.000000 Penalty: 3992.825684
	Iteration 59Q: 3 clusters Score -1.167898e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 213143 members 
Entering Unmasked Estep 
Score: -11678990.000000 Penalty: 3992.825684
	Iteration 60F: 3 clusters Score -1.167899e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 213155 members 
Entering Unmasked Estep 
Score: -11678990.000000 Penalty: 3992.825684
	Iteration 61Q: 3 clusters Score -1.167899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 213159 members 
Entering Unmasked Estep 
Score: -11678990.000000 Penalty: 3992.825684
	Iteration 62Q: 3 clusters Score -1.167899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 213165 members 
Entering Unmasked Estep 
Score: -11678990.000000 Penalty: 3992.825684
	Iteration 63Q: 3 clusters Score -1.167899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 213171 members 
Entering Unmasked Estep 
Score: -11678991.000000 Penalty: 3992.825684
	Iteration 64Q: 3 clusters Score -1.167899e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 213184 members 
Entering Unmasked Estep 
Score: -11678990.000000 Penalty: 3992.825684
	Iteration 65Q: 3 clusters Score -1.167899e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 213197 members 
Entering Unmasked Estep 
Score: -11678985.000000 Penalty: 3992.825684
	Iteration 66Q: 3 clusters Score -1.167898e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 213210 members 
Entering Unmasked Estep 
Score: -11678998.000000 Penalty: 3992.825684
	Iteration 67Q: 3 clusters Score -1.1679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 213215 members 
Entering Unmasked Estep 
Score: -11678994.000000 Penalty: 3992.825684
	Iteration 68Q: 3 clusters Score -1.167899e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 213220 members 
Entering Unmasked Estep 
Score: -11678996.000000 Penalty: 3992.825684
	Iteration 69Q: 3 clusters Score -1.1679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 213224 members 
Entering Unmasked Estep 
Score: -11678989.000000 Penalty: 3992.825684
	Iteration 70Q: 3 clusters Score -1.167899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 213228 members 
Entering Unmasked Estep 
Score: -11678995.000000 Penalty: 3992.825684
	Iteration 71Q: 3 clusters Score -1.1679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 213232 members 
Entering Unmasked Estep 
Score: -11678989.000000 Penalty: 3992.825684
	Iteration 72Q: 3 clusters Score -1.167899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 213235 members 
Entering Unmasked Estep 
Score: -11678985.000000 Penalty: 3992.825684
	Iteration 73Q: 3 clusters Score -1.167898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 213237 members 
Entering Unmasked Estep 
Score: -11678983.000000 Penalty: 3992.825684
	Iteration 74Q: 3 clusters Score -1.167898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 213239 members 
Entering Unmasked Estep 
Score: -11678979.000000 Penalty: 3992.825684
	Iteration 75Q: 3 clusters Score -1.167898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 213243 members 
Entering Unmasked Estep 
Score: -11678975.000000 Penalty: 3992.825684
	Iteration 76Q: 3 clusters Score -1.167898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 213250 members 
Entering Unmasked Estep 
Score: -11678983.000000 Penalty: 3992.825684
	Iteration 77Q: 3 clusters Score -1.167898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 213256 members 
Entering Unmasked Estep 
Score: -11678980.000000 Penalty: 3992.825684
	Iteration 78Q: 3 clusters Score -1.167898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 213259 members 
Entering Unmasked Estep 
Score: -11678978.000000 Penalty: 3992.825684
	Iteration 79Q: 3 clusters Score -1.167898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 213259 members 
Entering Unmasked Estep 
Score: -11678978.000000 Penalty: 3992.825684
	Iteration 80F: 3 clusters Score -1.167898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Entering Unmasked Estep 
Score: -107933.156250 Penalty: 1269.314087
	Iteration 0F: 2 clusters Score -107933.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -105560.468750 Penalty: 2538.628174
	Iteration 0F: 3 clusters Score -105560.5 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -106112.289062 Penalty: 2538.628174
	Iteration 1F: 3 clusters Score -106112.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -106252.890625 Penalty: 2538.628174
	Iteration 2F: 3 clusters Score -106252.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -106348.984375 Penalty: 2538.628174
	Iteration 3F: 3 clusters Score -106349 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -106432.281250 Penalty: 2538.628174
	Iteration 4Q: 3 clusters Score -106432.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -106504.617188 Penalty: 2538.628174
	Iteration 5Q: 3 clusters Score -106504.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -106561.531250 Penalty: 2538.628174
	Iteration 6Q: 3 clusters Score -106561.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -106608.507812 Penalty: 2538.628174
	Iteration 7Q: 3 clusters Score -106608.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -106649.554688 Penalty: 2538.628174
	Iteration 8Q: 3 clusters Score -106649.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -106687.789062 Penalty: 2538.628174
	Iteration 9Q: 3 clusters Score -106687.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -106726.703125 Penalty: 2538.628174
	Iteration 10Q: 3 clusters Score -106726.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -106757.187500 Penalty: 2538.628174
	Iteration 11Q: 3 clusters Score -106757.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -106789.437500 Penalty: 2538.628174
	Iteration 12Q: 3 clusters Score -106789.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -106821.984375 Penalty: 2538.628174
	Iteration 13Q: 3 clusters Score -106822 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -106856.710938 Penalty: 2538.628174
	Iteration 14Q: 3 clusters Score -106856.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -106890.164062 Penalty: 2538.628174
	Iteration 15Q: 3 clusters Score -106890.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -106921.734375 Penalty: 2538.628174
	Iteration 16Q: 3 clusters Score -106921.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -106954.539062 Penalty: 2538.628174
	Iteration 17Q: 3 clusters Score -106954.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -106984.929688 Penalty: 2538.628174
	Iteration 18Q: 3 clusters Score -106984.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -107010.640625 Penalty: 2538.628174
	Iteration 19Q: 3 clusters Score -107010.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -107025.289062 Penalty: 2538.628174
	Iteration 20F: 3 clusters Score -107025.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -107036.937500 Penalty: 2538.628174
	Iteration 21Q: 3 clusters Score -107036.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -107042.406250 Penalty: 2538.628174
	Iteration 22Q: 3 clusters Score -107042.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -107046.757812 Penalty: 2538.628174
	Iteration 23Q: 3 clusters Score -107046.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -107050.351562 Penalty: 2538.628174
	Iteration 24Q: 3 clusters Score -107050.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -107054.000000 Penalty: 2538.628174
	Iteration 25Q: 3 clusters Score -107054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -107058.578125 Penalty: 2538.628174
	Iteration 26Q: 3 clusters Score -107058.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -107062.539062 Penalty: 2538.628174
	Iteration 27Q: 3 clusters Score -107062.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -107068.390625 Penalty: 2538.628174
	Iteration 28Q: 3 clusters Score -107068.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -107076.343750 Penalty: 2538.628174
	Iteration 29Q: 3 clusters Score -107076.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -107078.671875 Penalty: 2538.628174
	Iteration 30Q: 3 clusters Score -107078.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -107081.250000 Penalty: 2538.628174
	Iteration 31Q: 3 clusters Score -107081.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -107083.531250 Penalty: 2538.628174
	Iteration 32Q: 3 clusters Score -107083.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -107084.562500 Penalty: 2538.628174
	Iteration 33Q: 3 clusters Score -107084.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -107087.515625 Penalty: 2538.628174
	Iteration 34Q: 3 clusters Score -107087.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -107092.101562 Penalty: 2538.628174
	Iteration 35Q: 3 clusters Score -107092.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -107095.281250 Penalty: 2538.628174
	Iteration 36Q: 3 clusters Score -107095.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -107097.890625 Penalty: 2538.628174
	Iteration 37Q: 3 clusters Score -107097.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -107100.070312 Penalty: 2538.628174
	Iteration 38Q: 3 clusters Score -107100.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -107100.070312 Penalty: 2538.628174
	Iteration 39F: 3 clusters Score -107100.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Entering Unmasked Estep 
Score: -456437.218750 Penalty: 1487.659546
	Iteration 0F: 2 clusters Score -456437.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -449618.750000 Penalty: 2975.319092
	Iteration 0F: 3 clusters Score -449618.8 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -452270.562500 Penalty: 2975.319092
	Iteration 1F: 3 clusters Score -452270.6 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -453221.156250 Penalty: 2975.319092
	Iteration 2F: 3 clusters Score -453221.2 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -454256.656250 Penalty: 2975.319092
	Iteration 3F: 3 clusters Score -454256.7 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -455127.656250 Penalty: 2975.319092
	Iteration 4F: 3 clusters Score -455127.7 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -455706.000000 Penalty: 2975.319092
	Iteration 5F: 3 clusters Score -455706 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -456007.625000 Penalty: 2975.319092
	Iteration 6Q: 3 clusters Score -456007.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -456155.906250 Penalty: 2975.319092
	Iteration 7Q: 3 clusters Score -456155.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -456207.906250 Penalty: 2975.319092
	Iteration 8Q: 3 clusters Score -456207.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -456229.312500 Penalty: 2975.319092
	Iteration 9Q: 3 clusters Score -456229.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -456240.125000 Penalty: 2975.319092
	Iteration 10Q: 3 clusters Score -456240.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -456250.593750 Penalty: 2975.319092
	Iteration 11Q: 3 clusters Score -456250.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -456256.000000 Penalty: 2975.319092
	Iteration 12Q: 3 clusters Score -456256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -456259.375000 Penalty: 2975.319092
	Iteration 13Q: 3 clusters Score -456259.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -456260.281250 Penalty: 2975.319092
	Iteration 14Q: 3 clusters Score -456260.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -456262.125000 Penalty: 2975.319092
	Iteration 15Q: 3 clusters Score -456262.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -456262.593750 Penalty: 2975.319092
	Iteration 16Q: 3 clusters Score -456262.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -456264.250000 Penalty: 2975.319092
	Iteration 17Q: 3 clusters Score -456264.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -456264.687500 Penalty: 2975.319092
	Iteration 18Q: 3 clusters Score -456264.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -456265.250000 Penalty: 2975.319092
	Iteration 19Q: 3 clusters Score -456265.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -456266.875000 Penalty: 2975.319092
	Iteration 20F: 3 clusters Score -456266.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -456267.031250 Penalty: 2975.319092
	Iteration 21Q: 3 clusters Score -456267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -456267.562500 Penalty: 2975.319092
	Iteration 22Q: 3 clusters Score -456267.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -456267.562500 Penalty: 2975.319092
	Iteration 23F: 3 clusters Score -456267.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -505798.437500 Penalty: 1495.784180
	Iteration 0F: 2 clusters Score -505798.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -498630.812500 Penalty: 2991.568359
	Iteration 0F: 3 clusters Score -498630.8 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -501012.406250 Penalty: 2991.568359
	Iteration 1F: 3 clusters Score -501012.4 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -501286.093750 Penalty: 2991.568359
	Iteration 2F: 3 clusters Score -501286.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -501501.062500 Penalty: 2991.568359
	Iteration 3F: 3 clusters Score -501501.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -501690.250000 Penalty: 2991.568359
	Iteration 4Q: 3 clusters Score -501690.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -501880.062500 Penalty: 2991.568359
	Iteration 5Q: 3 clusters Score -501880.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -502046.812500 Penalty: 2991.568359
	Iteration 6Q: 3 clusters Score -502046.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -502220.187500 Penalty: 2991.568359
	Iteration 7Q: 3 clusters Score -502220.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -502418.031250 Penalty: 2991.568359
	Iteration 8Q: 3 clusters Score -502418 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -502661.906250 Penalty: 2991.568359
	Iteration 9Q: 3 clusters Score -502661.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -502914.781250 Penalty: 2991.568359
	Iteration 10Q: 3 clusters Score -502914.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -503189.625000 Penalty: 2991.568359
	Iteration 11Q: 3 clusters Score -503189.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -503497.437500 Penalty: 2991.568359
	Iteration 12Q: 3 clusters Score -503497.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -503783.906250 Penalty: 2991.568359
	Iteration 13Q: 3 clusters Score -503783.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -504024.281250 Penalty: 2991.568359
	Iteration 14Q: 3 clusters Score -504024.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -504186.625000 Penalty: 2991.568359
	Iteration 15Q: 3 clusters Score -504186.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -504274.937500 Penalty: 2991.568359
	Iteration 16Q: 3 clusters Score -504274.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -504347.250000 Penalty: 2991.568359
	Iteration 17Q: 3 clusters Score -504347.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -504389.562500 Penalty: 2991.568359
	Iteration 18Q: 3 clusters Score -504389.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -504410.468750 Penalty: 2991.568359
	Iteration 19Q: 3 clusters Score -504410.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -504430.906250 Penalty: 2991.568359
	Iteration 20F: 3 clusters Score -504430.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -504452.281250 Penalty: 2991.568359
	Iteration 21Q: 3 clusters Score -504452.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -504463.718750 Penalty: 2991.568359
	Iteration 22Q: 3 clusters Score -504463.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -504469.312500 Penalty: 2991.568359
	Iteration 23Q: 3 clusters Score -504469.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -504479.718750 Penalty: 2991.568359
	Iteration 24Q: 3 clusters Score -504479.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -504485.812500 Penalty: 2991.568359
	Iteration 25Q: 3 clusters Score -504485.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -504490.562500 Penalty: 2991.568359
	Iteration 26Q: 3 clusters Score -504490.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -504497.625000 Penalty: 2991.568359
	Iteration 27Q: 3 clusters Score -504497.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -504502.656250 Penalty: 2991.568359
	Iteration 28Q: 3 clusters Score -504502.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -504508.156250 Penalty: 2991.568359
	Iteration 29Q: 3 clusters Score -504508.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -504509.750000 Penalty: 2991.568359
	Iteration 30Q: 3 clusters Score -504509.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -504510.125000 Penalty: 2991.568359
	Iteration 31Q: 3 clusters Score -504510.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -504510.281250 Penalty: 2991.568359
	Iteration 32Q: 3 clusters Score -504510.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -504509.906250 Penalty: 2991.568359
	Iteration 33Q: 3 clusters Score -504509.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -504509.906250 Penalty: 2991.568359
	Iteration 34F: 3 clusters Score -504509.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Entering Unmasked Estep 
Score: -85665.890625 Penalty: 1220.355957
	Iteration 0F: 2 clusters Score -85665.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -83703.890625 Penalty: 2440.711914
	Iteration 0F: 3 clusters Score -83703.89 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -84147.609375 Penalty: 2440.711914
	Iteration 1F: 3 clusters Score -84147.61 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -84328.437500 Penalty: 2440.711914
	Iteration 2F: 3 clusters Score -84328.44 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -84567.000000 Penalty: 2440.711914
	Iteration 3F: 3 clusters Score -84567 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -84724.156250 Penalty: 2440.711914
	Iteration 4F: 3 clusters Score -84724.16 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -84842.406250 Penalty: 2440.711914
	Iteration 5Q: 3 clusters Score -84842.41 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -84933.070312 Penalty: 2440.711914
	Iteration 6Q: 3 clusters Score -84933.07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -85027.578125 Penalty: 2440.711914
	Iteration 7Q: 3 clusters Score -85027.58 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -85081.703125 Penalty: 2440.711914
	Iteration 8Q: 3 clusters Score -85081.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -85128.304688 Penalty: 2440.711914
	Iteration 9Q: 3 clusters Score -85128.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -85163.593750 Penalty: 2440.711914
	Iteration 10Q: 3 clusters Score -85163.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -85184.507812 Penalty: 2440.711914
	Iteration 11Q: 3 clusters Score -85184.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -85202.218750 Penalty: 2440.711914
	Iteration 12Q: 3 clusters Score -85202.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -85214.773438 Penalty: 2440.711914
	Iteration 13Q: 3 clusters Score -85214.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -85222.484375 Penalty: 2440.711914
	Iteration 14Q: 3 clusters Score -85222.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -85229.117188 Penalty: 2440.711914
	Iteration 15Q: 3 clusters Score -85229.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -85234.882812 Penalty: 2440.711914
	Iteration 16Q: 3 clusters Score -85234.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -85243.617188 Penalty: 2440.711914
	Iteration 17Q: 3 clusters Score -85243.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -85247.742188 Penalty: 2440.711914
	Iteration 18Q: 3 clusters Score -85247.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -85251.742188 Penalty: 2440.711914
	Iteration 19Q: 3 clusters Score -85251.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -85253.429688 Penalty: 2440.711914
	Iteration 20F: 3 clusters Score -85253.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -85254.765625 Penalty: 2440.711914
	Iteration 21Q: 3 clusters Score -85254.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -85255.343750 Penalty: 2440.711914
	Iteration 22Q: 3 clusters Score -85255.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -85255.343750 Penalty: 2440.711914
	Iteration 23F: 3 clusters Score -85255.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (76897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76897 members 
Entering Unmasked Estep 
Score: -4129422.000000 Penalty: 1828.161133
	Iteration 0F: 2 clusters Score -4129422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -4077801.500000 Penalty: 3656.322266
	Iteration 0F: 3 clusters Score -4077802 nChanged 36621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -4098998.750000 Penalty: 3656.322266
	Iteration 1F: 3 clusters Score -4098999 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -4099921.250000 Penalty: 3656.322266
	Iteration 2Q: 3 clusters Score -4099921 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -4101245.500000 Penalty: 3656.322266
	Iteration 3Q: 3 clusters Score -4101246 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -4103272.750000 Penalty: 3656.322266
	Iteration 4F: 3 clusters Score -4103273 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -4106337.250000 Penalty: 3656.322266
	Iteration 5F: 3 clusters Score -4106337 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50958 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -4110242.750000 Penalty: 3656.322266
	Iteration 6F: 3 clusters Score -4110243 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -4114441.750000 Penalty: 3656.322266
	Iteration 7F: 3 clusters Score -4114442 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -4117884.000000 Penalty: 3656.322266
	Iteration 8F: 3 clusters Score -4117884 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61481 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -4120487.500000 Penalty: 3656.322266
	Iteration 9Q: 3 clusters Score -4120488 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63749 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -4122204.250000 Penalty: 3656.322266
	Iteration 10Q: 3 clusters Score -4122204 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65616 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -4123405.500000 Penalty: 3656.322266
	Iteration 11Q: 3 clusters Score -4123406 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67170 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -4124311.000000 Penalty: 3656.322266
	Iteration 12Q: 3 clusters Score -4124311 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68526 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -4125049.000000 Penalty: 3656.322266
	Iteration 13Q: 3 clusters Score -4125049 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69685 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -4125672.500000 Penalty: 3656.322266
	Iteration 14Q: 3 clusters Score -4125672 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70684 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -4126178.000000 Penalty: 3656.322266
	Iteration 15Q: 3 clusters Score -4126178 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71531 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -4126593.750000 Penalty: 3656.322266
	Iteration 16Q: 3 clusters Score -4126594 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72253 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -4126937.500000 Penalty: 3656.322266
	Iteration 17Q: 3 clusters Score -4126938 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72828 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -4127189.750000 Penalty: 3656.322266
	Iteration 18Q: 3 clusters Score -4127190 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73294 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -4127361.750000 Penalty: 3656.322266
	Iteration 19Q: 3 clusters Score -4127362 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73682 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -4127521.500000 Penalty: 3656.322266
	Iteration 20F: 3 clusters Score -4127522 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74028 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -4127684.750000 Penalty: 3656.322266
	Iteration 21Q: 3 clusters Score -4127685 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74307 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -4127806.750000 Penalty: 3656.322266
	Iteration 22Q: 3 clusters Score -4127807 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74537 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4127909.750000 Penalty: 3656.322266
	Iteration 23Q: 3 clusters Score -4127910 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74720 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -4127982.500000 Penalty: 3656.322266
	Iteration 24Q: 3 clusters Score -4127982 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74865 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4128020.000000 Penalty: 3656.322266
	Iteration 25Q: 3 clusters Score -4128020 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74985 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -4128060.000000 Penalty: 3656.322266
	Iteration 26Q: 3 clusters Score -4128060 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75091 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4128107.000000 Penalty: 3656.322266
	Iteration 27Q: 3 clusters Score -4128107 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75169 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4128143.750000 Penalty: 3656.322266
	Iteration 28Q: 3 clusters Score -4128144 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75251 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4128183.250000 Penalty: 3656.322266
	Iteration 29Q: 3 clusters Score -4128183 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75322 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4128215.500000 Penalty: 3656.322266
	Iteration 30Q: 3 clusters Score -4128216 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75382 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4128232.750000 Penalty: 3656.322266
	Iteration 31Q: 3 clusters Score -4128233 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75430 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4128255.250000 Penalty: 3656.322266
	Iteration 32Q: 3 clusters Score -4128255 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75467 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4128267.250000 Penalty: 3656.322266
	Iteration 33Q: 3 clusters Score -4128267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75492 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4128269.750000 Penalty: 3656.322266
	Iteration 34Q: 3 clusters Score -4128270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75511 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4128278.750000 Penalty: 3656.322266
	Iteration 35Q: 3 clusters Score -4128279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75522 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4128277.750000 Penalty: 3656.322266
	Iteration 36Q: 3 clusters Score -4128278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75531 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4128283.500000 Penalty: 3656.322266
	Iteration 37Q: 3 clusters Score -4128284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75536 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4128284.000000 Penalty: 3656.322266
	Iteration 38Q: 3 clusters Score -4128284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75538 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4128278.500000 Penalty: 3656.322266
	Iteration 39Q: 3 clusters Score -4128278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75539 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4128278.500000 Penalty: 3656.322266
	Iteration 40F: 3 clusters Score -4128278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75540 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4128283.000000 Penalty: 3656.322266
	Iteration 41Q: 3 clusters Score -4128283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75541 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4128286.250000 Penalty: 3656.322266
	Iteration 42Q: 3 clusters Score -4128286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75543 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4128292.750000 Penalty: 3656.322266
	Iteration 43Q: 3 clusters Score -4128293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75544 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -4128287.500000 Penalty: 3656.322266
	Iteration 44Q: 3 clusters Score -4128288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75546 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4128289.500000 Penalty: 3656.322266
	Iteration 45Q: 3 clusters Score -4128290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75548 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4128291.250000 Penalty: 3656.322266
	Iteration 46Q: 3 clusters Score -4128291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75550 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4128293.500000 Penalty: 3656.322266
	Iteration 47Q: 3 clusters Score -4128294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75551 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -4128290.000000 Penalty: 3656.322266
	Iteration 48Q: 3 clusters Score -4128290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75552 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4128290.000000 Penalty: 3656.322266
	Iteration 49Q: 3 clusters Score -4128290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75553 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4128293.000000 Penalty: 3656.322266
	Iteration 50Q: 3 clusters Score -4128293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75558 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4128293.500000 Penalty: 3656.322266
	Iteration 51Q: 3 clusters Score -4128294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75567 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4128294.750000 Penalty: 3656.322266
	Iteration 52Q: 3 clusters Score -4128295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75574 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4128293.500000 Penalty: 3656.322266
	Iteration 53Q: 3 clusters Score -4128294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75579 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4128293.500000 Penalty: 3656.322266
	Iteration 54Q: 3 clusters Score -4128294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75583 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4128293.000000 Penalty: 3656.322266
	Iteration 55Q: 3 clusters Score -4128293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75587 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4128297.000000 Penalty: 3656.322266
	Iteration 56Q: 3 clusters Score -4128297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75593 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4128300.750000 Penalty: 3656.322266
	Iteration 57Q: 3 clusters Score -4128301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75596 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4128299.250000 Penalty: 3656.322266
	Iteration 58Q: 3 clusters Score -4128299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75600 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4128297.000000 Penalty: 3656.322266
	Iteration 59Q: 3 clusters Score -4128297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75603 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4128297.500000 Penalty: 3656.322266
	Iteration 60F: 3 clusters Score -4128298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75604 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4128293.500000 Penalty: 3656.322266
	Iteration 61Q: 3 clusters Score -4128294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75604 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4128293.500000 Penalty: 3656.322266
	Iteration 62F: 3 clusters Score -4128294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Entering Unmasked Estep 
Score: -105488.328125 Penalty: 1247.276245
	Iteration 0F: 2 clusters Score -105488.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -103273.914062 Penalty: 2494.552490
	Iteration 0F: 3 clusters Score -103273.9 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -103738.585938 Penalty: 2494.552490
	Iteration 1F: 3 clusters Score -103738.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -103889.070312 Penalty: 2494.552490
	Iteration 2F: 3 clusters Score -103889.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -104006.273438 Penalty: 2494.552490
	Iteration 3F: 3 clusters Score -104006.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -104094.914062 Penalty: 2494.552490
	Iteration 4F: 3 clusters Score -104094.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -104155.335938 Penalty: 2494.552490
	Iteration 5Q: 3 clusters Score -104155.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -104199.875000 Penalty: 2494.552490
	Iteration 6Q: 3 clusters Score -104199.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -104234.710938 Penalty: 2494.552490
	Iteration 7Q: 3 clusters Score -104234.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -104254.093750 Penalty: 2494.552490
	Iteration 8Q: 3 clusters Score -104254.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -104280.265625 Penalty: 2494.552490
	Iteration 9Q: 3 clusters Score -104280.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -104306.210938 Penalty: 2494.552490
	Iteration 10Q: 3 clusters Score -104306.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -104331.781250 Penalty: 2494.552490
	Iteration 11Q: 3 clusters Score -104331.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -104351.976562 Penalty: 2494.552490
	Iteration 12Q: 3 clusters Score -104352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -104373.765625 Penalty: 2494.552490
	Iteration 13Q: 3 clusters Score -104373.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -104389.703125 Penalty: 2494.552490
	Iteration 14Q: 3 clusters Score -104389.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -104408.460938 Penalty: 2494.552490
	Iteration 15Q: 3 clusters Score -104408.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -104429.085938 Penalty: 2494.552490
	Iteration 16Q: 3 clusters Score -104429.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -104453.039062 Penalty: 2494.552490
	Iteration 17Q: 3 clusters Score -104453 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -104481.671875 Penalty: 2494.552490
	Iteration 18Q: 3 clusters Score -104481.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -104506.976562 Penalty: 2494.552490
	Iteration 19Q: 3 clusters Score -104507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -104526.453125 Penalty: 2494.552490
	Iteration 20F: 3 clusters Score -104526.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -104545.289062 Penalty: 2494.552490
	Iteration 21Q: 3 clusters Score -104545.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -104564.539062 Penalty: 2494.552490
	Iteration 22Q: 3 clusters Score -104564.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -104596.843750 Penalty: 2494.552490
	Iteration 23Q: 3 clusters Score -104596.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -104641.414062 Penalty: 2494.552490
	Iteration 24Q: 3 clusters Score -104641.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -104703.992188 Penalty: 2494.552490
	Iteration 25Q: 3 clusters Score -104704 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -104763.796875 Penalty: 2494.552490
	Iteration 26Q: 3 clusters Score -104763.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -104839.648438 Penalty: 2494.552490
	Iteration 27Q: 3 clusters Score -104839.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -104903.609375 Penalty: 2494.552490
	Iteration 28Q: 3 clusters Score -104903.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -104951.656250 Penalty: 2494.552490
	Iteration 29Q: 3 clusters Score -104951.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -104989.218750 Penalty: 2494.552490
	Iteration 30Q: 3 clusters Score -104989.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -105029.093750 Penalty: 2494.552490
	Iteration 31Q: 3 clusters Score -105029.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -105050.687500 Penalty: 2494.552490
	Iteration 32Q: 3 clusters Score -105050.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -105065.078125 Penalty: 2494.552490
	Iteration 33Q: 3 clusters Score -105065.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -105073.218750 Penalty: 2494.552490
	Iteration 34Q: 3 clusters Score -105073.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -105078.835938 Penalty: 2494.552490
	Iteration 35Q: 3 clusters Score -105078.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -105082.617188 Penalty: 2494.552490
	Iteration 36Q: 3 clusters Score -105082.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -105084.789062 Penalty: 2494.552490
	Iteration 37Q: 3 clusters Score -105084.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -105085.273438 Penalty: 2494.552490
	Iteration 38Q: 3 clusters Score -105085.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -105086.812500 Penalty: 2494.552490
	Iteration 39Q: 3 clusters Score -105086.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -105088.476562 Penalty: 2494.552490
	Iteration 40F: 3 clusters Score -105088.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -105089.195312 Penalty: 2494.552490
	Iteration 41Q: 3 clusters Score -105089.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -105089.195312 Penalty: 2494.552490
	Iteration 42F: 3 clusters Score -105089.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (90647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90647 members 
Entering Unmasked Estep 
Score: -4814671.000000 Penalty: 1854.893311
	Iteration 0F: 2 clusters Score -4814671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -4754002.000000 Penalty: 3709.786621
	Iteration 0F: 3 clusters Score -4754002 nChanged 43264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -4779272.500000 Penalty: 3709.786621
	Iteration 1F: 3 clusters Score -4779272 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -4780112.000000 Penalty: 3709.786621
	Iteration 2Q: 3 clusters Score -4780112 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -4781142.500000 Penalty: 3709.786621
	Iteration 3Q: 3 clusters Score -4781142 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -4784900 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53014 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -4787850 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56211 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -4791792.500000 Penalty: 3709.786621
	Iteration 7F: 3 clusters Score -4791792 nChanged 5894
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59779 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -4796567 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63281 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -4801078 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66267 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4804590 nChanged 3430
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68559 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4806762 nChanged 2488
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70407 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4808118 nChanged 1972
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72069 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4809054 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73569 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4809752 nChanged 1441
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74950 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4810359 nChanged 1258
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76192 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4810928 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77370 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4811402 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78426 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4811804 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79333 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4812104 nChanged 841
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80160 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -4812373.500000 Penalty: 3709.786621
	Iteration 20F: 3 clusters Score -4812374 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80906 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4812596 nChanged 646
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Mstep: Class 1 contains 81550 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -4812769.500000 Penalty: 3709.786621
	Iteration 22Q: 3 clusters Score -4812770 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82145 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4812890 nChanged 497
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82640 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4813013 nChanged 407
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Mstep: Class 1 contains 83047 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4813051 nChanged 393
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Mstep: Class 1 contains 83440 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4813148 nChanged 361
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83801 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4813216 nChanged 343
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Mstep: Class 1 contains 84144 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -4813261.500000 Penalty: 3709.786621
	Iteration 28Q: 3 clusters Score -4813262 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84463 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4813353 nChanged 285
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Mstep: Class 1 contains 84748 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4813416 nChanged 243
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Mstep: Class 1 contains 84989 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4813457 nChanged 200
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Mstep: Class 1 contains 85187 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4813479 nChanged 164
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Mstep: Class 1 contains 85351 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -4813493.500000 Penalty: 3709.786621
	Iteration 33Q: 3 clusters Score -4813494 nChanged 154
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Mstep: Class 1 contains 85503 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4813540 nChanged 142
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Mstep: Class 1 contains 85643 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4813556 nChanged 130
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Mstep: Class 1 contains 85771 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4813567 nChanged 116
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Mstep: Class 1 contains 85881 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4813570 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85977 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4813594 nChanged 92
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Mstep: Class 1 contains 86063 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4813600 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86134 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -4813620.500000 Penalty: 3709.786621
	Iteration 40F: 3 clusters Score -4813620 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86184 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4813628 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86241 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -4813630.500000 Penalty: 3709.786621
	Iteration 42Q: 3 clusters Score -4813630 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86297 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -4813646.500000 Penalty: 3709.786621
	Iteration 43Q: 3 clusters Score -4813646 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86347 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4813658 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86401 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -4813671.500000 Penalty: 3709.786621
	Iteration 45Q: 3 clusters Score -4813672 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86447 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4813676 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86498 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4813688 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86541 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4813685 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86592 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -4813703.000000 Penalty: 3709.786621
	Iteration 49Q: 3 clusters Score -4813703 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86635 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4813706 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86684 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -4813726.000000 Penalty: 3709.786621
	Iteration 51Q: 3 clusters Score -4813726 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86743 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4813726 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86801 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4813728 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86861 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4813745 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86910 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4813744 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86962 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4813749 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 86994 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -4813760.000000 Penalty: 3709.786621
	Iteration 57Q: 3 clusters Score -4813760 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87019 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4813768 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87045 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -4813777.500000 Penalty: 3709.786621
	Iteration 59Q: 3 clusters Score -4813778 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87067 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4813777 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87085 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4813777 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87105 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -4813784.500000 Penalty: 3709.786621
	Iteration 62Q: 3 clusters Score -4813784 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87124 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -4813782.500000 Penalty: 3709.786621
	Iteration 63Q: 3 clusters Score -4813782 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87139 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4813785 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87157 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4813776 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87174 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4813782 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87190 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -4813778.500000 Penalty: 3709.786621
	Iteration 67Q: 3 clusters Score -4813778 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87196 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4813781 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87208 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4813778 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87215 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4813781 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87225 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4813778 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87231 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4813780 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87237 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4813788 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87244 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4813784 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87247 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4813784 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87252 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4813784 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87257 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4813786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87263 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4813786 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87265 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4813786 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87270 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4813781 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87274 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4813778 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87279 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4813784 nChanged 4
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Mstep: Class 1 contains 87283 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4813783 nChanged 5
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Mstep: Class 1 contains 87288 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4813786 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87292 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4813786 nChanged 7
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Mstep: Class 1 contains 87295 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4813782 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87296 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4813782 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87299 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4813780 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87305 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4813778 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 87311 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4813780 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87316 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4813776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87322 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4813778 nChanged 11
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Mstep: Class 1 contains 87331 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4813782 nChanged 10
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4813777 nChanged 3
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4813774 nChanged 5
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4813779 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87354 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -4813778.500000 Penalty: 3709.786621
	Iteration 97Q: 3 clusters Score -4813778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87359 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -4813776.000000 Penalty: 3709.786621
	Iteration 98Q: 3 clusters Score -4813776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87368 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -4813773.000000 Penalty: 3709.786621
	Iteration 99Q: 3 clusters Score -4813773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -4813770.500000 Penalty: 3709.786621
	Iteration 100F: 3 clusters Score -4813770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87375 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -4813766.500000 Penalty: 3709.786621
	Iteration 101Q: 3 clusters Score -4813766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87375 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -4813766.500000 Penalty: 3709.786621
	Iteration 102F: 3 clusters Score -4813766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -19990.796875 Penalty: 1003.240234
	Iteration 0F: 2 clusters Score -19990.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18940.564453 Penalty: 2006.480469
	Iteration 0F: 3 clusters Score -18940.56 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19130.007812 Penalty: 2006.480469
	Iteration 1F: 3 clusters Score -19130.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -19175.546875 Penalty: 2006.480469
	Iteration 2F: 3 clusters Score -19175.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -19196.892578 Penalty: 2006.480469
	Iteration 3Q: 3 clusters Score -19196.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -19212.505859 Penalty: 2006.480469
	Iteration 4Q: 3 clusters Score -19212.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -19216.367188 Penalty: 2006.480469
	Iteration 5Q: 3 clusters Score -19216.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19217.957031 Penalty: 2006.480469
	Iteration 6Q: 3 clusters Score -19217.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19219.062500 Penalty: 2006.480469
	Iteration 7Q: 3 clusters Score -19219.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -19219.062500 Penalty: 2006.480469
	Iteration 8F: 3 clusters Score -19219.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Entering Unmasked Estep 
Score: -1516582.625000 Penalty: 1672.071045
	Iteration 0F: 2 clusters Score -1516583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1496919.125000 Penalty: 3344.142090
	Iteration 0F: 3 clusters Score -1496919 nChanged 13545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1504725.125000 Penalty: 3344.142090
	Iteration 1F: 3 clusters Score -1504725 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1505383.125000 Penalty: 3344.142090
	Iteration 2F: 3 clusters Score -1505383 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1506143.750000 Penalty: 3344.142090
	Iteration 3F: 3 clusters Score -1506144 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -1507010.250000 Penalty: 3344.142090
	Iteration 4F: 3 clusters Score -1507010 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -1508018.000000 Penalty: 3344.142090
	Iteration 5F: 3 clusters Score -1508018 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -1509131.250000 Penalty: 3344.142090
	Iteration 6F: 3 clusters Score -1509131 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -1510235.500000 Penalty: 3344.142090
	Iteration 7F: 3 clusters Score -1510236 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -1511108.750000 Penalty: 3344.142090
	Iteration 8Q: 3 clusters Score -1511109 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -1511630.500000 Penalty: 3344.142090
	Iteration 9Q: 3 clusters Score -1511630 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -1511882.125000 Penalty: 3344.142090
	Iteration 10Q: 3 clusters Score -1511882 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -1512014.875000 Penalty: 3344.142090
	Iteration 11Q: 3 clusters Score -1512015 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -1512105.000000 Penalty: 3344.142090
	Iteration 12Q: 3 clusters Score -1512105 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -1512181.625000 Penalty: 3344.142090
	Iteration 13Q: 3 clusters Score -1512182 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -1512263.500000 Penalty: 3344.142090
	Iteration 14Q: 3 clusters Score -1512264 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -1512324.125000 Penalty: 3344.142090
	Iteration 15Q: 3 clusters Score -1512324 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -1512385.500000 Penalty: 3344.142090
	Iteration 16Q: 3 clusters Score -1512386 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -1512437.500000 Penalty: 3344.142090
	Iteration 17Q: 3 clusters Score -1512438 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -1512497.125000 Penalty: 3344.142090
	Iteration 18Q: 3 clusters Score -1512497 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -1512580.875000 Penalty: 3344.142090
	Iteration 19Q: 3 clusters Score -1512581 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -1512644.500000 Penalty: 3344.142090
	Iteration 20F: 3 clusters Score -1512644 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -1512717.375000 Penalty: 3344.142090
	Iteration 21Q: 3 clusters Score -1512717 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -1512787.000000 Penalty: 3344.142090
	Iteration 22Q: 3 clusters Score -1512787 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -1512857.000000 Penalty: 3344.142090
	Iteration 23Q: 3 clusters Score -1512857 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -1512936.875000 Penalty: 3344.142090
	Iteration 24Q: 3 clusters Score -1512937 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -1513018.750000 Penalty: 3344.142090
	Iteration 25Q: 3 clusters Score -1513019 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -1513092.750000 Penalty: 3344.142090
	Iteration 26Q: 3 clusters Score -1513093 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -1513161.625000 Penalty: 3344.142090
	Iteration 27Q: 3 clusters Score -1513162 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -1513226.250000 Penalty: 3344.142090
	Iteration 28Q: 3 clusters Score -1513226 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -1513290.875000 Penalty: 3344.142090
	Iteration 29Q: 3 clusters Score -1513291 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -1513354.000000 Penalty: 3344.142090
	Iteration 30Q: 3 clusters Score -1513354 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -1513440.000000 Penalty: 3344.142090
	Iteration 31Q: 3 clusters Score -1513440 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -1513523.750000 Penalty: 3344.142090
	Iteration 32Q: 3 clusters Score -1513524 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -1513613.875000 Penalty: 3344.142090
	Iteration 33Q: 3 clusters Score -1513614 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -1513684.000000 Penalty: 3344.142090
	Iteration 34Q: 3 clusters Score -1513684 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -1513756.875000 Penalty: 3344.142090
	Iteration 35Q: 3 clusters Score -1513757 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -1513842.500000 Penalty: 3344.142090
	Iteration 36Q: 3 clusters Score -1513842 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -1513926.375000 Penalty: 3344.142090
	Iteration 37Q: 3 clusters Score -1513926 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -1514016.500000 Penalty: 3344.142090
	Iteration 38Q: 3 clusters Score -1514016 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -1514088.000000 Penalty: 3344.142090
	Iteration 39Q: 3 clusters Score -1514088 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -1514145.875000 Penalty: 3344.142090
	Iteration 40F: 3 clusters Score -1514146 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -1514202.875000 Penalty: 3344.142090
	Iteration 41Q: 3 clusters Score -1514203 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -1514262.875000 Penalty: 3344.142090
	Iteration 42Q: 3 clusters Score -1514263 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -1514323.500000 Penalty: 3344.142090
	Iteration 43Q: 3 clusters Score -1514324 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -1514376.000000 Penalty: 3344.142090
	Iteration 44Q: 3 clusters Score -1514376 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -1514426.000000 Penalty: 3344.142090
	Iteration 45Q: 3 clusters Score -1514426 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -1514482.875000 Penalty: 3344.142090
	Iteration 46Q: 3 clusters Score -1514483 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -1514548.375000 Penalty: 3344.142090
	Iteration 47Q: 3 clusters Score -1514548 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -1514615.000000 Penalty: 3344.142090
	Iteration 48Q: 3 clusters Score -1514615 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -1514673.500000 Penalty: 3344.142090
	Iteration 49Q: 3 clusters Score -1514674 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -1514724.250000 Penalty: 3344.142090
	Iteration 50Q: 3 clusters Score -1514724 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -1514774.375000 Penalty: 3344.142090
	Iteration 51Q: 3 clusters Score -1514774 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -1514810.625000 Penalty: 3344.142090
	Iteration 52Q: 3 clusters Score -1514811 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -1514851.750000 Penalty: 3344.142090
	Iteration 53Q: 3 clusters Score -1514852 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -1514884.875000 Penalty: 3344.142090
	Iteration 54Q: 3 clusters Score -1514885 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -1514901.875000 Penalty: 3344.142090
	Iteration 55Q: 3 clusters Score -1514902 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -1514920.625000 Penalty: 3344.142090
	Iteration 56Q: 3 clusters Score -1514921 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -1514938.125000 Penalty: 3344.142090
	Iteration 57Q: 3 clusters Score -1514938 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -1514947.375000 Penalty: 3344.142090
	Iteration 58Q: 3 clusters Score -1514947 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -1514964.750000 Penalty: 3344.142090
	Iteration 59Q: 3 clusters Score -1514965 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -1514980.625000 Penalty: 3344.142090
	Iteration 60F: 3 clusters Score -1514981 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -1514991.000000 Penalty: 3344.142090
	Iteration 61Q: 3 clusters Score -1514991 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -1515001.750000 Penalty: 3344.142090
	Iteration 62Q: 3 clusters Score -1515002 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -1515018.000000 Penalty: 3344.142090
	Iteration 63Q: 3 clusters Score -1515018 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -1515030.750000 Penalty: 3344.142090
	Iteration 64Q: 3 clusters Score -1515031 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -1515057.250000 Penalty: 3344.142090
	Iteration 65Q: 3 clusters Score -1515057 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -1515079.250000 Penalty: 3344.142090
	Iteration 66Q: 3 clusters Score -1515079 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -1515096.250000 Penalty: 3344.142090
	Iteration 67Q: 3 clusters Score -1515096 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -1515108.375000 Penalty: 3344.142090
	Iteration 68Q: 3 clusters Score -1515108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -1515120.750000 Penalty: 3344.142090
	Iteration 69Q: 3 clusters Score -1515121 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -1515135.750000 Penalty: 3344.142090
	Iteration 70Q: 3 clusters Score -1515136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -1515142.250000 Penalty: 3344.142090
	Iteration 71Q: 3 clusters Score -1515142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -1515151.625000 Penalty: 3344.142090
	Iteration 72Q: 3 clusters Score -1515152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -1515164.250000 Penalty: 3344.142090
	Iteration 73Q: 3 clusters Score -1515164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -1515174.875000 Penalty: 3344.142090
	Iteration 74Q: 3 clusters Score -1515175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -1515186.500000 Penalty: 3344.142090
	Iteration 75Q: 3 clusters Score -1515186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -1515185.250000 Penalty: 3344.142090
	Iteration 76Q: 3 clusters Score -1515185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -1515193.375000 Penalty: 3344.142090
	Iteration 77Q: 3 clusters Score -1515193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -1515199.125000 Penalty: 3344.142090
	Iteration 78Q: 3 clusters Score -1515199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -1515204.250000 Penalty: 3344.142090
	Iteration 79Q: 3 clusters Score -1515204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -1515202.625000 Penalty: 3344.142090
	Iteration 80F: 3 clusters Score -1515203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -1515203.125000 Penalty: 3344.142090
	Iteration 81Q: 3 clusters Score -1515203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -1515206.375000 Penalty: 3344.142090
	Iteration 82Q: 3 clusters Score -1515206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -1515207.125000 Penalty: 3344.142090
	Iteration 83Q: 3 clusters Score -1515207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -1515208.750000 Penalty: 3344.142090
	Iteration 84Q: 3 clusters Score -1515209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -1515207.500000 Penalty: 3344.142090
	Iteration 85Q: 3 clusters Score -1515208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -1515213.125000 Penalty: 3344.142090
	Iteration 86Q: 3 clusters Score -1515213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -1515211.750000 Penalty: 3344.142090
	Iteration 87Q: 3 clusters Score -1515212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -1515213.375000 Penalty: 3344.142090
	Iteration 88Q: 3 clusters Score -1515213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -1515217.250000 Penalty: 3344.142090
	Iteration 89Q: 3 clusters Score -1515217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -1515217.250000 Penalty: 3344.142090
	Iteration 90Q: 3 clusters Score -1515217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -1515220.250000 Penalty: 3344.142090
	Iteration 91Q: 3 clusters Score -1515220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -1515222.125000 Penalty: 3344.142090
	Iteration 92Q: 3 clusters Score -1515222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -1515224.250000 Penalty: 3344.142090
	Iteration 93Q: 3 clusters Score -1515224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -1515222.750000 Penalty: 3344.142090
	Iteration 94Q: 3 clusters Score -1515223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -1515220.625000 Penalty: 3344.142090
	Iteration 95Q: 3 clusters Score -1515221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -1515222.125000 Penalty: 3344.142090
	Iteration 96Q: 3 clusters Score -1515222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -1515222.125000 Penalty: 3344.142090
	Iteration 97F: 3 clusters Score -1515222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Entering Unmasked Estep 
Score: -98104.828125 Penalty: 1276.714844
	Iteration 0F: 2 clusters Score -98104.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -95640.445312 Penalty: 2553.429688
	Iteration 0F: 3 clusters Score -95640.45 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -96256.890625 Penalty: 2553.429688
	Iteration 1F: 3 clusters Score -96256.89 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -96489.656250 Penalty: 2553.429688
	Iteration 2F: 3 clusters Score -96489.66 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -96646.375000 Penalty: 2553.429688
	Iteration 3F: 3 clusters Score -96646.38 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -96746.312500 Penalty: 2553.429688
	Iteration 4F: 3 clusters Score -96746.31 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -96814.281250 Penalty: 2553.429688
	Iteration 5Q: 3 clusters Score -96814.28 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -96860.945312 Penalty: 2553.429688
	Iteration 6Q: 3 clusters Score -96860.95 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -96903.593750 Penalty: 2553.429688
	Iteration 7Q: 3 clusters Score -96903.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -96930.007812 Penalty: 2553.429688
	Iteration 8Q: 3 clusters Score -96930.01 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -96962.843750 Penalty: 2553.429688
	Iteration 9Q: 3 clusters Score -96962.84 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -97001.898438 Penalty: 2553.429688
	Iteration 10Q: 3 clusters Score -97001.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -97035.593750 Penalty: 2553.429688
	Iteration 11Q: 3 clusters Score -97035.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -97075.343750 Penalty: 2553.429688
	Iteration 12Q: 3 clusters Score -97075.34 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -97111.289062 Penalty: 2553.429688
	Iteration 13Q: 3 clusters Score -97111.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -97149.484375 Penalty: 2553.429688
	Iteration 14Q: 3 clusters Score -97149.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -97187.265625 Penalty: 2553.429688
	Iteration 15Q: 3 clusters Score -97187.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -97210.742188 Penalty: 2553.429688
	Iteration 16Q: 3 clusters Score -97210.74 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -97234.570312 Penalty: 2553.429688
	Iteration 17Q: 3 clusters Score -97234.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -97253.742188 Penalty: 2553.429688
	Iteration 18Q: 3 clusters Score -97253.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -97267.695312 Penalty: 2553.429688
	Iteration 19Q: 3 clusters Score -97267.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -97286.570312 Penalty: 2553.429688
	Iteration 20F: 3 clusters Score -97286.57 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -97313.226562 Penalty: 2553.429688
	Iteration 21Q: 3 clusters Score -97313.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -97331.242188 Penalty: 2553.429688
	Iteration 22Q: 3 clusters Score -97331.24 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -97345.296875 Penalty: 2553.429688
	Iteration 23Q: 3 clusters Score -97345.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -97359.367188 Penalty: 2553.429688
	Iteration 24Q: 3 clusters Score -97359.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -97375.054688 Penalty: 2553.429688
	Iteration 25Q: 3 clusters Score -97375.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -97391.625000 Penalty: 2553.429688
	Iteration 26Q: 3 clusters Score -97391.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -97406.140625 Penalty: 2553.429688
	Iteration 27Q: 3 clusters Score -97406.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -97421.039062 Penalty: 2553.429688
	Iteration 28Q: 3 clusters Score -97421.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -97429.273438 Penalty: 2553.429688
	Iteration 29Q: 3 clusters Score -97429.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -97434.515625 Penalty: 2553.429688
	Iteration 30Q: 3 clusters Score -97434.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -97440.289062 Penalty: 2553.429688
	Iteration 31Q: 3 clusters Score -97440.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -97444.570312 Penalty: 2553.429688
	Iteration 32Q: 3 clusters Score -97444.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -97447.054688 Penalty: 2553.429688
	Iteration 33Q: 3 clusters Score -97447.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -97448.171875 Penalty: 2553.429688
	Iteration 34Q: 3 clusters Score -97448.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -97450.468750 Penalty: 2553.429688
	Iteration 35Q: 3 clusters Score -97450.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -97452.890625 Penalty: 2553.429688
	Iteration 36Q: 3 clusters Score -97452.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -97454.445312 Penalty: 2553.429688
	Iteration 37Q: 3 clusters Score -97454.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -97455.867188 Penalty: 2553.429688
	Iteration 38Q: 3 clusters Score -97455.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -97455.867188 Penalty: 2553.429688
	Iteration 39F: 3 clusters Score -97455.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Entering Unmasked Estep 
Score: -477122.406250 Penalty: 1500.645264
	Iteration 0F: 2 clusters Score -477122.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -469824.468750 Penalty: 3001.290527
	Iteration 0F: 3 clusters Score -469824.5 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -472237.656250 Penalty: 3001.290527
	Iteration 1F: 3 clusters Score -472237.7 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -472450.343750 Penalty: 3001.290527
	Iteration 2F: 3 clusters Score -472450.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -472634.031250 Penalty: 3001.290527
	Iteration 3Q: 3 clusters Score -472634 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -472800.343750 Penalty: 3001.290527
	Iteration 4Q: 3 clusters Score -472800.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -472960.218750 Penalty: 3001.290527
	Iteration 5Q: 3 clusters Score -472960.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -473138.343750 Penalty: 3001.290527
	Iteration 6Q: 3 clusters Score -473138.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -473346.187500 Penalty: 3001.290527
	Iteration 7Q: 3 clusters Score -473346.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -473572.625000 Penalty: 3001.290527
	Iteration 8Q: 3 clusters Score -473572.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -473861.937500 Penalty: 3001.290527
	Iteration 9Q: 3 clusters Score -473861.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -474175.781250 Penalty: 3001.290527
	Iteration 10Q: 3 clusters Score -474175.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -474514.125000 Penalty: 3001.290527
	Iteration 11Q: 3 clusters Score -474514.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -474803.125000 Penalty: 3001.290527
	Iteration 12Q: 3 clusters Score -474803.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -475029.718750 Penalty: 3001.290527
	Iteration 13Q: 3 clusters Score -475029.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -475221.531250 Penalty: 3001.290527
	Iteration 14Q: 3 clusters Score -475221.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -475402.500000 Penalty: 3001.290527
	Iteration 15Q: 3 clusters Score -475402.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -475524.000000 Penalty: 3001.290527
	Iteration 16Q: 3 clusters Score -475524 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -475589.687500 Penalty: 3001.290527
	Iteration 17Q: 3 clusters Score -475589.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -475636.031250 Penalty: 3001.290527
	Iteration 18Q: 3 clusters Score -475636 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -475677.312500 Penalty: 3001.290527
	Iteration 19Q: 3 clusters Score -475677.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -475709.468750 Penalty: 3001.290527
	Iteration 20F: 3 clusters Score -475709.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -475724.968750 Penalty: 3001.290527
	Iteration 21Q: 3 clusters Score -475725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -475737.250000 Penalty: 3001.290527
	Iteration 22Q: 3 clusters Score -475737.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -475745.093750 Penalty: 3001.290527
	Iteration 23Q: 3 clusters Score -475745.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -475751.781250 Penalty: 3001.290527
	Iteration 24Q: 3 clusters Score -475751.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -475755.812500 Penalty: 3001.290527
	Iteration 25Q: 3 clusters Score -475755.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -475760.531250 Penalty: 3001.290527
	Iteration 26Q: 3 clusters Score -475760.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -475763.781250 Penalty: 3001.290527
	Iteration 27Q: 3 clusters Score -475763.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -475767.093750 Penalty: 3001.290527
	Iteration 28Q: 3 clusters Score -475767.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -475768.625000 Penalty: 3001.290527
	Iteration 29Q: 3 clusters Score -475768.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -475768.625000 Penalty: 3001.290527
	Iteration 30F: 3 clusters Score -475768.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Entering Unmasked Estep 
Score: -583434.812500 Penalty: 1510.863037
	Iteration 0F: 2 clusters Score -583434.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -575728.125000 Penalty: 3021.726074
	Iteration 0F: 3 clusters Score -575728.1 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -578370.875000 Penalty: 3021.726074
	Iteration 1F: 3 clusters Score -578370.9 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -578734.062500 Penalty: 3021.726074
	Iteration 2F: 3 clusters Score -578734.1 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -579068.562500 Penalty: 3021.726074
	Iteration 3F: 3 clusters Score -579068.6 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -579420.437500 Penalty: 3021.726074
	Iteration 4F: 3 clusters Score -579420.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -579818.437500 Penalty: 3021.726074
	Iteration 5F: 3 clusters Score -579818.4 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -580266.062500 Penalty: 3021.726074
	Iteration 6F: 3 clusters Score -580266.1 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -580742.687500 Penalty: 3021.726074
	Iteration 7F: 3 clusters Score -580742.7 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -581146.500000 Penalty: 3021.726074
	Iteration 8Q: 3 clusters Score -581146.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -581439.625000 Penalty: 3021.726074
	Iteration 9Q: 3 clusters Score -581439.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -581620.562500 Penalty: 3021.726074
	Iteration 10Q: 3 clusters Score -581620.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -581725.875000 Penalty: 3021.726074
	Iteration 11Q: 3 clusters Score -581725.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -581791.750000 Penalty: 3021.726074
	Iteration 12Q: 3 clusters Score -581791.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -581845.375000 Penalty: 3021.726074
	Iteration 13Q: 3 clusters Score -581845.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -581903.812500 Penalty: 3021.726074
	Iteration 14Q: 3 clusters Score -581903.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -581946.375000 Penalty: 3021.726074
	Iteration 15Q: 3 clusters Score -581946.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -581979.562500 Penalty: 3021.726074
	Iteration 16Q: 3 clusters Score -581979.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -582012.625000 Penalty: 3021.726074
	Iteration 17Q: 3 clusters Score -582012.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -582045.062500 Penalty: 3021.726074
	Iteration 18Q: 3 clusters Score -582045.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -582069.875000 Penalty: 3021.726074
	Iteration 19Q: 3 clusters Score -582069.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -582083.812500 Penalty: 3021.726074
	Iteration 20F: 3 clusters Score -582083.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -582095.750000 Penalty: 3021.726074
	Iteration 21Q: 3 clusters Score -582095.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -582103.375000 Penalty: 3021.726074
	Iteration 22Q: 3 clusters Score -582103.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -582107.875000 Penalty: 3021.726074
	Iteration 23Q: 3 clusters Score -582107.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -582115.562500 Penalty: 3021.726074
	Iteration 24Q: 3 clusters Score -582115.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -582121.437500 Penalty: 3021.726074
	Iteration 25Q: 3 clusters Score -582121.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -582130.375000 Penalty: 3021.726074
	Iteration 26Q: 3 clusters Score -582130.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -582136.750000 Penalty: 3021.726074
	Iteration 27Q: 3 clusters Score -582136.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -582141.312500 Penalty: 3021.726074
	Iteration 28Q: 3 clusters Score -582141.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -582145.625000 Penalty: 3021.726074
	Iteration 29Q: 3 clusters Score -582145.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -582148.562500 Penalty: 3021.726074
	Iteration 30Q: 3 clusters Score -582148.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -582153.125000 Penalty: 3021.726074
	Iteration 31Q: 3 clusters Score -582153.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -582157.875000 Penalty: 3021.726074
	Iteration 32Q: 3 clusters Score -582157.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -582162.437500 Penalty: 3021.726074
	Iteration 33Q: 3 clusters Score -582162.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -582166.625000 Penalty: 3021.726074
	Iteration 34Q: 3 clusters Score -582166.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -582169.062500 Penalty: 3021.726074
	Iteration 35Q: 3 clusters Score -582169.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -582172.937500 Penalty: 3021.726074
	Iteration 36Q: 3 clusters Score -582172.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -582176.062500 Penalty: 3021.726074
	Iteration 37Q: 3 clusters Score -582176.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -582179.500000 Penalty: 3021.726074
	Iteration 38Q: 3 clusters Score -582179.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -582181.562500 Penalty: 3021.726074
	Iteration 39Q: 3 clusters Score -582181.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -582185.687500 Penalty: 3021.726074
	Iteration 40F: 3 clusters Score -582185.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -582187.750000 Penalty: 3021.726074
	Iteration 41Q: 3 clusters Score -582187.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -582190.937500 Penalty: 3021.726074
	Iteration 42Q: 3 clusters Score -582190.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -582196.687500 Penalty: 3021.726074
	Iteration 43Q: 3 clusters Score -582196.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -582201.562500 Penalty: 3021.726074
	Iteration 44Q: 3 clusters Score -582201.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -582206.500000 Penalty: 3021.726074
	Iteration 45Q: 3 clusters Score -582206.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -582211.000000 Penalty: 3021.726074
	Iteration 46Q: 3 clusters Score -582211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -582215.250000 Penalty: 3021.726074
	Iteration 47Q: 3 clusters Score -582215.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -582217.250000 Penalty: 3021.726074
	Iteration 48Q: 3 clusters Score -582217.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -582218.000000 Penalty: 3021.726074
	Iteration 49Q: 3 clusters Score -582218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -582221.375000 Penalty: 3021.726074
	Iteration 50Q: 3 clusters Score -582221.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -582220.437500 Penalty: 3021.726074
	Iteration 51Q: 3 clusters Score -582220.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -582220.812500 Penalty: 3021.726074
	Iteration 52Q: 3 clusters Score -582220.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -582221.625000 Penalty: 3021.726074
	Iteration 53Q: 3 clusters Score -582221.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -582221.812500 Penalty: 3021.726074
	Iteration 54Q: 3 clusters Score -582221.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -582224.687500 Penalty: 3021.726074
	Iteration 55Q: 3 clusters Score -582224.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -582224.312500 Penalty: 3021.726074
	Iteration 56Q: 3 clusters Score -582224.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -582225.062500 Penalty: 3021.726074
	Iteration 57Q: 3 clusters Score -582225.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -582228.187500 Penalty: 3021.726074
	Iteration 58Q: 3 clusters Score -582228.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -582228.437500 Penalty: 3021.726074
	Iteration 59Q: 3 clusters Score -582228.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -582231.687500 Penalty: 3021.726074
	Iteration 60F: 3 clusters Score -582231.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -582233.750000 Penalty: 3021.726074
	Iteration 61Q: 3 clusters Score -582233.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -582236.812500 Penalty: 3021.726074
	Iteration 62Q: 3 clusters Score -582236.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -582239.125000 Penalty: 3021.726074
	Iteration 63Q: 3 clusters Score -582239.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -582244.562500 Penalty: 3021.726074
	Iteration 64Q: 3 clusters Score -582244.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -582252.187500 Penalty: 3021.726074
	Iteration 65Q: 3 clusters Score -582252.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -582255.187500 Penalty: 3021.726074
	Iteration 66Q: 3 clusters Score -582255.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -582256.687500 Penalty: 3021.726074
	Iteration 67Q: 3 clusters Score -582256.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -582260.062500 Penalty: 3021.726074
	Iteration 68Q: 3 clusters Score -582260.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -582262.187500 Penalty: 3021.726074
	Iteration 69Q: 3 clusters Score -582262.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -582265.812500 Penalty: 3021.726074
	Iteration 70Q: 3 clusters Score -582265.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -582268.125000 Penalty: 3021.726074
	Iteration 71Q: 3 clusters Score -582268.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -582267.750000 Penalty: 3021.726074
	Iteration 72Q: 3 clusters Score -582267.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -582268.312500 Penalty: 3021.726074
	Iteration 73Q: 3 clusters Score -582268.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -582269.812500 Penalty: 3021.726074
	Iteration 74Q: 3 clusters Score -582269.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -582271.687500 Penalty: 3021.726074
	Iteration 75Q: 3 clusters Score -582271.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -582270.812500 Penalty: 3021.726074
	Iteration 76Q: 3 clusters Score -582270.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -582271.875000 Penalty: 3021.726074
	Iteration 77Q: 3 clusters Score -582271.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -582272.812500 Penalty: 3021.726074
	Iteration 78Q: 3 clusters Score -582272.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -582272.812500 Penalty: 3021.726074
	Iteration 79F: 3 clusters Score -582272.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Entering Unmasked Estep 
Score: -460315.125000 Penalty: 1467.941040
	Iteration 0F: 2 clusters Score -460315.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -454171.031250 Penalty: 2935.882080
	Iteration 0F: 3 clusters Score -454171 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -456010.187500 Penalty: 2935.882080
	Iteration 1F: 3 clusters Score -456010.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -456189.093750 Penalty: 2935.882080
	Iteration 2F: 3 clusters Score -456189.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -456339.281250 Penalty: 2935.882080
	Iteration 3Q: 3 clusters Score -456339.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -456477.625000 Penalty: 2935.882080
	Iteration 4Q: 3 clusters Score -456477.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -456581.500000 Penalty: 2935.882080
	Iteration 5Q: 3 clusters Score -456581.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -456684.562500 Penalty: 2935.882080
	Iteration 6Q: 3 clusters Score -456684.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -456785.812500 Penalty: 2935.882080
	Iteration 7Q: 3 clusters Score -456785.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -456905.718750 Penalty: 2935.882080
	Iteration 8Q: 3 clusters Score -456905.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -457067.125000 Penalty: 2935.882080
	Iteration 9Q: 3 clusters Score -457067.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -457281.031250 Penalty: 2935.882080
	Iteration 10Q: 3 clusters Score -457281 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -457546.062500 Penalty: 2935.882080
	Iteration 11Q: 3 clusters Score -457546.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -457841.468750 Penalty: 2935.882080
	Iteration 12Q: 3 clusters Score -457841.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -458089.125000 Penalty: 2935.882080
	Iteration 13Q: 3 clusters Score -458089.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -458325.187500 Penalty: 2935.882080
	Iteration 14Q: 3 clusters Score -458325.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -458523.187500 Penalty: 2935.882080
	Iteration 15Q: 3 clusters Score -458523.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -458675.218750 Penalty: 2935.882080
	Iteration 16Q: 3 clusters Score -458675.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -458784.687500 Penalty: 2935.882080
	Iteration 17Q: 3 clusters Score -458784.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -458862.406250 Penalty: 2935.882080
	Iteration 18Q: 3 clusters Score -458862.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -458907.250000 Penalty: 2935.882080
	Iteration 19Q: 3 clusters Score -458907.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -458946.343750 Penalty: 2935.882080
	Iteration 20F: 3 clusters Score -458946.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -458966.031250 Penalty: 2935.882080
	Iteration 21Q: 3 clusters Score -458966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -458981.843750 Penalty: 2935.882080
	Iteration 22Q: 3 clusters Score -458981.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -458995.343750 Penalty: 2935.882080
	Iteration 23Q: 3 clusters Score -458995.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -459002.031250 Penalty: 2935.882080
	Iteration 24Q: 3 clusters Score -459002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -459004.718750 Penalty: 2935.882080
	Iteration 25Q: 3 clusters Score -459004.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -459006.718750 Penalty: 2935.882080
	Iteration 26Q: 3 clusters Score -459006.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -459006.718750 Penalty: 2935.882080
	Iteration 27F: 3 clusters Score -459006.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Entering Unmasked Estep 
Score: -386082.687500 Penalty: 1449.237183
	Iteration 0F: 2 clusters Score -386082.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -380563.156250 Penalty: 2898.474365
	Iteration 0F: 3 clusters Score -380563.2 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -382203.843750 Penalty: 2898.474365
	Iteration 1F: 3 clusters Score -382203.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -382377.343750 Penalty: 2898.474365
	Iteration 2F: 3 clusters Score -382377.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -382479.968750 Penalty: 2898.474365
	Iteration 3Q: 3 clusters Score -382480 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -382577.312500 Penalty: 2898.474365
	Iteration 4Q: 3 clusters Score -382577.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -382652.562500 Penalty: 2898.474365
	Iteration 5Q: 3 clusters Score -382652.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -382722.187500 Penalty: 2898.474365
	Iteration 6Q: 3 clusters Score -382722.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -382789.531250 Penalty: 2898.474365
	Iteration 7Q: 3 clusters Score -382789.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -382854.937500 Penalty: 2898.474365
	Iteration 8Q: 3 clusters Score -382854.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -382928.343750 Penalty: 2898.474365
	Iteration 9Q: 3 clusters Score -382928.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -383025.843750 Penalty: 2898.474365
	Iteration 10Q: 3 clusters Score -383025.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -383159.156250 Penalty: 2898.474365
	Iteration 11Q: 3 clusters Score -383159.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -383309.968750 Penalty: 2898.474365
	Iteration 12Q: 3 clusters Score -383310 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -383491.031250 Penalty: 2898.474365
	Iteration 13Q: 3 clusters Score -383491 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -383713.687500 Penalty: 2898.474365
	Iteration 14Q: 3 clusters Score -383713.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -383951.468750 Penalty: 2898.474365
	Iteration 15Q: 3 clusters Score -383951.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -384138.718750 Penalty: 2898.474365
	Iteration 16Q: 3 clusters Score -384138.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -384324.593750 Penalty: 2898.474365
	Iteration 17Q: 3 clusters Score -384324.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -384458.687500 Penalty: 2898.474365
	Iteration 18Q: 3 clusters Score -384458.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -384574.781250 Penalty: 2898.474365
	Iteration 19Q: 3 clusters Score -384574.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -384687.156250 Penalty: 2898.474365
	Iteration 20F: 3 clusters Score -384687.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -384756.937500 Penalty: 2898.474365
	Iteration 21Q: 3 clusters Score -384756.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -384802.625000 Penalty: 2898.474365
	Iteration 22Q: 3 clusters Score -384802.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -384836.656250 Penalty: 2898.474365
	Iteration 23Q: 3 clusters Score -384836.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -384855.656250 Penalty: 2898.474365
	Iteration 24Q: 3 clusters Score -384855.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -384865.250000 Penalty: 2898.474365
	Iteration 25Q: 3 clusters Score -384865.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -384869.187500 Penalty: 2898.474365
	Iteration 26Q: 3 clusters Score -384869.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -384875.125000 Penalty: 2898.474365
	Iteration 27Q: 3 clusters Score -384875.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -384877.875000 Penalty: 2898.474365
	Iteration 28Q: 3 clusters Score -384877.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -384882.375000 Penalty: 2898.474365
	Iteration 29Q: 3 clusters Score -384882.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -384891.281250 Penalty: 2898.474365
	Iteration 30Q: 3 clusters Score -384891.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -384900.250000 Penalty: 2898.474365
	Iteration 31Q: 3 clusters Score -384900.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -384906.437500 Penalty: 2898.474365
	Iteration 32Q: 3 clusters Score -384906.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -384908.875000 Penalty: 2898.474365
	Iteration 33Q: 3 clusters Score -384908.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -384911.093750 Penalty: 2898.474365
	Iteration 34Q: 3 clusters Score -384911.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -384910.718750 Penalty: 2898.474365
	Iteration 35Q: 3 clusters Score -384910.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -384910.718750 Penalty: 2898.474365
	Iteration 36F: 3 clusters Score -384910.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Entering Unmasked Estep 
Score: -106588.078125 Penalty: 1258.914307
	Iteration 0F: 2 clusters Score -106588.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -104346.062500 Penalty: 2517.828613
	Iteration 0F: 3 clusters Score -104346.1 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -105175.687500 Penalty: 2517.828613
	Iteration 1F: 3 clusters Score -105175.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -105431.460938 Penalty: 2517.828613
	Iteration 2F: 3 clusters Score -105431.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -105581.242188 Penalty: 2517.828613
	Iteration 3F: 3 clusters Score -105581.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -105664.304688 Penalty: 2517.828613
	Iteration 4Q: 3 clusters Score -105664.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -105765.937500 Penalty: 2517.828613
	Iteration 5Q: 3 clusters Score -105765.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -105910.335938 Penalty: 2517.828613
	Iteration 6Q: 3 clusters Score -105910.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -106075.320312 Penalty: 2517.828613
	Iteration 7Q: 3 clusters Score -106075.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -106308.335938 Penalty: 2517.828613
	Iteration 8Q: 3 clusters Score -106308.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -106535.984375 Penalty: 2517.828613
	Iteration 9F: 3 clusters Score -106536 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -106677.406250 Penalty: 2517.828613
	Iteration 10F: 3 clusters Score -106677.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -106760.992188 Penalty: 2517.828613
	Iteration 11Q: 3 clusters Score -106761 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -106835.125000 Penalty: 2517.828613
	Iteration 12Q: 3 clusters Score -106835.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -106869.132812 Penalty: 2517.828613
	Iteration 13Q: 3 clusters Score -106869.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -106892.328125 Penalty: 2517.828613
	Iteration 14Q: 3 clusters Score -106892.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -106900.976562 Penalty: 2517.828613
	Iteration 15Q: 3 clusters Score -106901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -106904.164062 Penalty: 2517.828613
	Iteration 16Q: 3 clusters Score -106904.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -106910.000000 Penalty: 2517.828613
	Iteration 17Q: 3 clusters Score -106910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -106912.359375 Penalty: 2517.828613
	Iteration 18Q: 3 clusters Score -106912.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -106913.210938 Penalty: 2517.828613
	Iteration 19Q: 3 clusters Score -106913.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -106914.453125 Penalty: 2517.828613
	Iteration 20F: 3 clusters Score -106914.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -106914.734375 Penalty: 2517.828613
	Iteration 21Q: 3 clusters Score -106914.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -106914.906250 Penalty: 2517.828613
	Iteration 22Q: 3 clusters Score -106914.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -106914.906250 Penalty: 2517.828613
	Iteration 23F: 3 clusters Score -106914.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 32575 members 
Mstep: Class 5 contains 8037 members 
Mstep: Class 6 contains 13359 members 
Mstep: Class 7 contains 41347 members 
Mstep: Class 8 contains 216559 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9945 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76897 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90647 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29427 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10912 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 5652 members 
Mstep: Class 25 contains 28200 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14154 members 
Mstep: Class 28 contains 8220 members 
Mstep: Class 29 contains 5726 members 
Mstep: Class 30 contains 59886 members 
Mstep: Class 31 contains 879 members 
Entering Unmasked Estep 
Score: -35932284.000000 Penalty: 67876.078125
Splitting cluster 23 changes total score from -35932900.000000 to -35932284.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (5652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Entering Unmasked Estep 
Score: -283307.281250 Penalty: 1403.961792
	Iteration 0F: 2 clusters Score -283307.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -278964.812500 Penalty: 2807.923584
	Iteration 0F: 3 clusters Score -278964.8 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -280202.531250 Penalty: 2807.923584
	Iteration 1F: 3 clusters Score -280202.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -280434.562500 Penalty: 2807.923584
	Iteration 2F: 3 clusters Score -280434.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -280593.656250 Penalty: 2807.923584
	Iteration 3F: 3 clusters Score -280593.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -280724.468750 Penalty: 2807.923584
	Iteration 4Q: 3 clusters Score -280724.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -280835.312500 Penalty: 2807.923584
	Iteration 5Q: 3 clusters Score -280835.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -280936.937500 Penalty: 2807.923584
	Iteration 6Q: 3 clusters Score -280936.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -281026.375000 Penalty: 2807.923584
	Iteration 7Q: 3 clusters Score -281026.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -281127.875000 Penalty: 2807.923584
	Iteration 8Q: 3 clusters Score -281127.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -281227.000000 Penalty: 2807.923584
	Iteration 9Q: 3 clusters Score -281227 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -281296.562500 Penalty: 2807.923584
	Iteration 10Q: 3 clusters Score -281296.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -281359.781250 Penalty: 2807.923584
	Iteration 11Q: 3 clusters Score -281359.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -281414.000000 Penalty: 2807.923584
	Iteration 12Q: 3 clusters Score -281414 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -281458.406250 Penalty: 2807.923584
	Iteration 13Q: 3 clusters Score -281458.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -281496.781250 Penalty: 2807.923584
	Iteration 14Q: 3 clusters Score -281496.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -281537.687500 Penalty: 2807.923584
	Iteration 15Q: 3 clusters Score -281537.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -281573.937500 Penalty: 2807.923584
	Iteration 16Q: 3 clusters Score -281573.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -281602.937500 Penalty: 2807.923584
	Iteration 17Q: 3 clusters Score -281602.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -281632.562500 Penalty: 2807.923584
	Iteration 18Q: 3 clusters Score -281632.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -281666.937500 Penalty: 2807.923584
	Iteration 19Q: 3 clusters Score -281666.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -281700.406250 Penalty: 2807.923584
	Iteration 20F: 3 clusters Score -281700.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -281732.187500 Penalty: 2807.923584
	Iteration 21Q: 3 clusters Score -281732.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -281762.625000 Penalty: 2807.923584
	Iteration 22Q: 3 clusters Score -281762.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -281779.906250 Penalty: 2807.923584
	Iteration 23Q: 3 clusters Score -281779.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -281794.093750 Penalty: 2807.923584
	Iteration 24Q: 3 clusters Score -281794.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -281808.406250 Penalty: 2807.923584
	Iteration 25Q: 3 clusters Score -281808.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -281820.343750 Penalty: 2807.923584
	Iteration 26Q: 3 clusters Score -281820.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -281830.968750 Penalty: 2807.923584
	Iteration 27Q: 3 clusters Score -281831 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -281839.125000 Penalty: 2807.923584
	Iteration 28Q: 3 clusters Score -281839.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -281851.531250 Penalty: 2807.923584
	Iteration 29Q: 3 clusters Score -281851.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -281863.000000 Penalty: 2807.923584
	Iteration 30Q: 3 clusters Score -281863 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -281871.593750 Penalty: 2807.923584
	Iteration 31Q: 3 clusters Score -281871.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -281877.656250 Penalty: 2807.923584
	Iteration 32Q: 3 clusters Score -281877.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -281883.250000 Penalty: 2807.923584
	Iteration 33Q: 3 clusters Score -281883.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -281886.968750 Penalty: 2807.923584
	Iteration 34Q: 3 clusters Score -281887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -281891.687500 Penalty: 2807.923584
	Iteration 35Q: 3 clusters Score -281891.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -281898.625000 Penalty: 2807.923584
	Iteration 36Q: 3 clusters Score -281898.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -281904.187500 Penalty: 2807.923584
	Iteration 37Q: 3 clusters Score -281904.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -281911.406250 Penalty: 2807.923584
	Iteration 38Q: 3 clusters Score -281911.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -281919.281250 Penalty: 2807.923584
	Iteration 39Q: 3 clusters Score -281919.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -281929.812500 Penalty: 2807.923584
	Iteration 40F: 3 clusters Score -281929.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -281938.437500 Penalty: 2807.923584
	Iteration 41Q: 3 clusters Score -281938.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -281948.093750 Penalty: 2807.923584
	Iteration 42Q: 3 clusters Score -281948.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -281953.687500 Penalty: 2807.923584
	Iteration 43Q: 3 clusters Score -281953.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -281959.187500 Penalty: 2807.923584
	Iteration 44Q: 3 clusters Score -281959.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -281964.718750 Penalty: 2807.923584
	Iteration 45Q: 3 clusters Score -281964.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -281971.875000 Penalty: 2807.923584
	Iteration 46Q: 3 clusters Score -281971.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -281980.312500 Penalty: 2807.923584
	Iteration 47Q: 3 clusters Score -281980.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -281988.312500 Penalty: 2807.923584
	Iteration 48Q: 3 clusters Score -281988.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -281995.375000 Penalty: 2807.923584
	Iteration 49Q: 3 clusters Score -281995.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -282001.906250 Penalty: 2807.923584
	Iteration 50Q: 3 clusters Score -282001.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -282010.250000 Penalty: 2807.923584
	Iteration 51Q: 3 clusters Score -282010.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -282024.875000 Penalty: 2807.923584
	Iteration 52Q: 3 clusters Score -282024.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -282041.343750 Penalty: 2807.923584
	Iteration 53Q: 3 clusters Score -282041.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -282052.875000 Penalty: 2807.923584
	Iteration 54Q: 3 clusters Score -282052.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -282064.500000 Penalty: 2807.923584
	Iteration 55Q: 3 clusters Score -282064.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -282082.250000 Penalty: 2807.923584
	Iteration 56Q: 3 clusters Score -282082.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -282094.343750 Penalty: 2807.923584
	Iteration 57Q: 3 clusters Score -282094.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -282101.656250 Penalty: 2807.923584
	Iteration 58Q: 3 clusters Score -282101.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -282109.812500 Penalty: 2807.923584
	Iteration 59Q: 3 clusters Score -282109.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -282116.781250 Penalty: 2807.923584
	Iteration 60F: 3 clusters Score -282116.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -282124.375000 Penalty: 2807.923584
	Iteration 61Q: 3 clusters Score -282124.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -282129.468750 Penalty: 2807.923584
	Iteration 62Q: 3 clusters Score -282129.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -282131.468750 Penalty: 2807.923584
	Iteration 63Q: 3 clusters Score -282131.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -282132.218750 Penalty: 2807.923584
	Iteration 64Q: 3 clusters Score -282132.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -282133.750000 Penalty: 2807.923584
	Iteration 65Q: 3 clusters Score -282133.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -282134.500000 Penalty: 2807.923584
	Iteration 66Q: 3 clusters Score -282134.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -282134.718750 Penalty: 2807.923584
	Iteration 67Q: 3 clusters Score -282134.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -282134.687500 Penalty: 2807.923584
	Iteration 68Q: 3 clusters Score -282134.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -282134.812500 Penalty: 2807.923584
	Iteration 69Q: 3 clusters Score -282134.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -282134.812500 Penalty: 2807.923584
	Iteration 70F: 3 clusters Score -282134.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (28200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Entering Unmasked Estep 
Score: -1474873.000000 Penalty: 1665.150024
	Iteration 0F: 2 clusters Score -1474873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1455887.500000 Penalty: 3330.300049
	Iteration 0F: 3 clusters Score -1455888 nChanged 12868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1462920.625000 Penalty: 3330.300049
	Iteration 1F: 3 clusters Score -1462921 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1463235.500000 Penalty: 3330.300049
	Iteration 2Q: 3 clusters Score -1463236 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1463539.000000 Penalty: 3330.300049
	Iteration 3Q: 3 clusters Score -1463539 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1463841.750000 Penalty: 3330.300049
	Iteration 4Q: 3 clusters Score -1463842 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1464196.875000 Penalty: 3330.300049
	Iteration 5Q: 3 clusters Score -1464197 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1464694.750000 Penalty: 3330.300049
	Iteration 6Q: 3 clusters Score -1464695 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1465400.500000 Penalty: 3330.300049
	Iteration 7Q: 3 clusters Score -1465400 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1466340.000000 Penalty: 3330.300049
	Iteration 8F: 3 clusters Score -1466340 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1467451.875000 Penalty: 3330.300049
	Iteration 9F: 3 clusters Score -1467452 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1468642.750000 Penalty: 3330.300049
	Iteration 10F: 3 clusters Score -1468643 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1469833.375000 Penalty: 3330.300049
	Iteration 11F: 3 clusters Score -1469833 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1470894.250000 Penalty: 3330.300049
	Iteration 12Q: 3 clusters Score -1470894 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1471747.875000 Penalty: 3330.300049
	Iteration 13Q: 3 clusters Score -1471748 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1472347.625000 Penalty: 3330.300049
	Iteration 14Q: 3 clusters Score -1472348 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1472726.125000 Penalty: 3330.300049
	Iteration 15Q: 3 clusters Score -1472726 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1472978.500000 Penalty: 3330.300049
	Iteration 16Q: 3 clusters Score -1472978 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1473136.875000 Penalty: 3330.300049
	Iteration 17Q: 3 clusters Score -1473137 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1473229.500000 Penalty: 3330.300049
	Iteration 18Q: 3 clusters Score -1473230 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1473302.250000 Penalty: 3330.300049
	Iteration 19Q: 3 clusters Score -1473302 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1473359.000000 Penalty: 3330.300049
	Iteration 20F: 3 clusters Score -1473359 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1473391.875000 Penalty: 3330.300049
	Iteration 21Q: 3 clusters Score -1473392 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1473411.375000 Penalty: 3330.300049
	Iteration 22Q: 3 clusters Score -1473411 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1473430.000000 Penalty: 3330.300049
	Iteration 23Q: 3 clusters Score -1473430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1473451.000000 Penalty: 3330.300049
	Iteration 24Q: 3 clusters Score -1473451 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1473469.500000 Penalty: 3330.300049
	Iteration 25Q: 3 clusters Score -1473470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1473488.500000 Penalty: 3330.300049
	Iteration 26Q: 3 clusters Score -1473488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1473496.750000 Penalty: 3330.300049
	Iteration 27Q: 3 clusters Score -1473497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1473502.375000 Penalty: 3330.300049
	Iteration 28Q: 3 clusters Score -1473502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1473504.625000 Penalty: 3330.300049
	Iteration 29Q: 3 clusters Score -1473505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1473506.750000 Penalty: 3330.300049
	Iteration 30Q: 3 clusters Score -1473507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1473508.125000 Penalty: 3330.300049
	Iteration 31Q: 3 clusters Score -1473508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1473515.625000 Penalty: 3330.300049
	Iteration 32Q: 3 clusters Score -1473516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1473520.125000 Penalty: 3330.300049
	Iteration 33Q: 3 clusters Score -1473520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1473520.875000 Penalty: 3330.300049
	Iteration 34Q: 3 clusters Score -1473521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1473525.625000 Penalty: 3330.300049
	Iteration 35Q: 3 clusters Score -1473526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1473525.750000 Penalty: 3330.300049
	Iteration 36Q: 3 clusters Score -1473526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1473527.750000 Penalty: 3330.300049
	Iteration 37Q: 3 clusters Score -1473528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1473529.625000 Penalty: 3330.300049
	Iteration 38Q: 3 clusters Score -1473530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1473531.375000 Penalty: 3330.300049
	Iteration 39Q: 3 clusters Score -1473531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1473533.625000 Penalty: 3330.300049
	Iteration 40F: 3 clusters Score -1473534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1473534.500000 Penalty: 3330.300049
	Iteration 41Q: 3 clusters Score -1473534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1473534.500000 Penalty: 3330.300049
	Iteration 42Q: 3 clusters Score -1473534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1473534.625000 Penalty: 3330.300049
	Iteration 43Q: 3 clusters Score -1473535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1473534.625000 Penalty: 3330.300049
	Iteration 44F: 3 clusters Score -1473535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -45029.433594 Penalty: 1119.558594
	Iteration 0F: 2 clusters Score -45029.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -43587.207031 Penalty: 2239.117188
	Iteration 0F: 3 clusters Score -43587.21 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -43820.566406 Penalty: 2239.117188
	Iteration 1F: 3 clusters Score -43820.57 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -43875.941406 Penalty: 2239.117188
	Iteration 2F: 3 clusters Score -43875.94 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -43902.625000 Penalty: 2239.117188
	Iteration 3Q: 3 clusters Score -43902.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -43924.574219 Penalty: 2239.117188
	Iteration 4Q: 3 clusters Score -43924.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -43943.250000 Penalty: 2239.117188
	Iteration 5Q: 3 clusters Score -43943.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -43953.566406 Penalty: 2239.117188
	Iteration 6Q: 3 clusters Score -43953.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -43965.535156 Penalty: 2239.117188
	Iteration 7Q: 3 clusters Score -43965.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -43971.828125 Penalty: 2239.117188
	Iteration 8Q: 3 clusters Score -43971.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -43977.046875 Penalty: 2239.117188
	Iteration 9Q: 3 clusters Score -43977.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -43982.636719 Penalty: 2239.117188
	Iteration 10Q: 3 clusters Score -43982.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -43988.003906 Penalty: 2239.117188
	Iteration 11Q: 3 clusters Score -43988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -43991.113281 Penalty: 2239.117188
	Iteration 12Q: 3 clusters Score -43991.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -43992.816406 Penalty: 2239.117188
	Iteration 13Q: 3 clusters Score -43992.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -43996.929688 Penalty: 2239.117188
	Iteration 14Q: 3 clusters Score -43996.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -43999.828125 Penalty: 2239.117188
	Iteration 15Q: 3 clusters Score -43999.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -44003.121094 Penalty: 2239.117188
	Iteration 16Q: 3 clusters Score -44003.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -44004.761719 Penalty: 2239.117188
	Iteration 17Q: 3 clusters Score -44004.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -44007.082031 Penalty: 2239.117188
	Iteration 18Q: 3 clusters Score -44007.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -44008.476562 Penalty: 2239.117188
	Iteration 19Q: 3 clusters Score -44008.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -44009.582031 Penalty: 2239.117188
	Iteration 20F: 3 clusters Score -44009.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -44013.585938 Penalty: 2239.117188
	Iteration 21Q: 3 clusters Score -44013.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -44015.488281 Penalty: 2239.117188
	Iteration 22Q: 3 clusters Score -44015.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -44017.425781 Penalty: 2239.117188
	Iteration 23Q: 3 clusters Score -44017.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -44025.398438 Penalty: 2239.117188
	Iteration 24Q: 3 clusters Score -44025.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -44027.164062 Penalty: 2239.117188
	Iteration 25Q: 3 clusters Score -44027.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -44028.960938 Penalty: 2239.117188
	Iteration 26Q: 3 clusters Score -44028.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -44029.406250 Penalty: 2239.117188
	Iteration 27Q: 3 clusters Score -44029.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -44029.406250 Penalty: 2239.117188
	Iteration 28F: 3 clusters Score -44029.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Entering Unmasked Estep 
Score: -771634.687500 Penalty: 1553.134766
	Iteration 0F: 2 clusters Score -771634.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -761811.312500 Penalty: 3106.269531
	Iteration 0F: 3 clusters Score -761811.3 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -765121.062500 Penalty: 3106.269531
	Iteration 1F: 3 clusters Score -765121.1 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -765393.937500 Penalty: 3106.269531
	Iteration 2F: 3 clusters Score -765393.9 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -765667.375000 Penalty: 3106.269531
	Iteration 3Q: 3 clusters Score -765667.4 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -765935.437500 Penalty: 3106.269531
	Iteration 4Q: 3 clusters Score -765935.4 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -766234.750000 Penalty: 3106.269531
	Iteration 5Q: 3 clusters Score -766234.8 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -766548.937500 Penalty: 3106.269531
	Iteration 6Q: 3 clusters Score -766548.9 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -766956.625000 Penalty: 3106.269531
	Iteration 7Q: 3 clusters Score -766956.6 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -767415.687500 Penalty: 3106.269531
	Iteration 8F: 3 clusters Score -767415.7 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -767961.812500 Penalty: 3106.269531
	Iteration 9F: 3 clusters Score -767961.8 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -768497.062500 Penalty: 3106.269531
	Iteration 10Q: 3 clusters Score -768497.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -768986.812500 Penalty: 3106.269531
	Iteration 11Q: 3 clusters Score -768986.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -769362.625000 Penalty: 3106.269531
	Iteration 12Q: 3 clusters Score -769362.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -769601.437500 Penalty: 3106.269531
	Iteration 13Q: 3 clusters Score -769601.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -769775.750000 Penalty: 3106.269531
	Iteration 14Q: 3 clusters Score -769775.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -769888.187500 Penalty: 3106.269531
	Iteration 15Q: 3 clusters Score -769888.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -769967.062500 Penalty: 3106.269531
	Iteration 16Q: 3 clusters Score -769967.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -770041.562500 Penalty: 3106.269531
	Iteration 17Q: 3 clusters Score -770041.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -770098.625000 Penalty: 3106.269531
	Iteration 18Q: 3 clusters Score -770098.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -770149.687500 Penalty: 3106.269531
	Iteration 19Q: 3 clusters Score -770149.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -770189.812500 Penalty: 3106.269531
	Iteration 20F: 3 clusters Score -770189.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -770218.750000 Penalty: 3106.269531
	Iteration 21Q: 3 clusters Score -770218.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -770253.812500 Penalty: 3106.269531
	Iteration 22Q: 3 clusters Score -770253.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -770284.687500 Penalty: 3106.269531
	Iteration 23Q: 3 clusters Score -770284.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -770309.687500 Penalty: 3106.269531
	Iteration 24Q: 3 clusters Score -770309.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -770332.437500 Penalty: 3106.269531
	Iteration 25Q: 3 clusters Score -770332.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -770355.000000 Penalty: 3106.269531
	Iteration 26Q: 3 clusters Score -770355 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -770373.375000 Penalty: 3106.269531
	Iteration 27Q: 3 clusters Score -770373.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -770389.250000 Penalty: 3106.269531
	Iteration 28Q: 3 clusters Score -770389.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -770403.375000 Penalty: 3106.269531
	Iteration 29Q: 3 clusters Score -770403.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -770411.500000 Penalty: 3106.269531
	Iteration 30Q: 3 clusters Score -770411.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -770418.187500 Penalty: 3106.269531
	Iteration 31Q: 3 clusters Score -770418.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -770425.562500 Penalty: 3106.269531
	Iteration 32Q: 3 clusters Score -770425.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -770429.750000 Penalty: 3106.269531
	Iteration 33Q: 3 clusters Score -770429.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -770433.062500 Penalty: 3106.269531
	Iteration 34Q: 3 clusters Score -770433.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -770436.437500 Penalty: 3106.269531
	Iteration 35Q: 3 clusters Score -770436.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -770437.312500 Penalty: 3106.269531
	Iteration 36Q: 3 clusters Score -770437.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -770440.312500 Penalty: 3106.269531
	Iteration 37Q: 3 clusters Score -770440.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -770442.187500 Penalty: 3106.269531
	Iteration 38Q: 3 clusters Score -770442.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -770443.375000 Penalty: 3106.269531
	Iteration 39Q: 3 clusters Score -770443.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -770443.687500 Penalty: 3106.269531
	Iteration 40F: 3 clusters Score -770443.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -770446.062500 Penalty: 3106.269531
	Iteration 41Q: 3 clusters Score -770446.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -770446.187500 Penalty: 3106.269531
	Iteration 42Q: 3 clusters Score -770446.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -770447.312500 Penalty: 3106.269531
	Iteration 43Q: 3 clusters Score -770447.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -770447.500000 Penalty: 3106.269531
	Iteration 44Q: 3 clusters Score -770447.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -770447.500000 Penalty: 3106.269531
	Iteration 45F: 3 clusters Score -770447.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Entering Unmasked Estep 
Score: -440811.531250 Penalty: 1464.827881
	Iteration 0F: 2 clusters Score -440811.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -434826.312500 Penalty: 2929.655762
	Iteration 0F: 3 clusters Score -434826.3 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -436699.125000 Penalty: 2929.655762
	Iteration 1F: 3 clusters Score -436699.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -436929.843750 Penalty: 2929.655762
	Iteration 2F: 3 clusters Score -436929.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -437092.125000 Penalty: 2929.655762
	Iteration 3Q: 3 clusters Score -437092.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -437242.312500 Penalty: 2929.655762
	Iteration 4Q: 3 clusters Score -437242.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -437394.218750 Penalty: 2929.655762
	Iteration 5Q: 3 clusters Score -437394.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -437562.281250 Penalty: 2929.655762
	Iteration 6Q: 3 clusters Score -437562.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -437759.281250 Penalty: 2929.655762
	Iteration 7Q: 3 clusters Score -437759.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -437995.375000 Penalty: 2929.655762
	Iteration 8Q: 3 clusters Score -437995.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -438280.937500 Penalty: 2929.655762
	Iteration 9Q: 3 clusters Score -438280.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -438583.125000 Penalty: 2929.655762
	Iteration 10Q: 3 clusters Score -438583.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -438847.812500 Penalty: 2929.655762
	Iteration 11Q: 3 clusters Score -438847.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -439058.000000 Penalty: 2929.655762
	Iteration 12Q: 3 clusters Score -439058 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -439200.843750 Penalty: 2929.655762
	Iteration 13Q: 3 clusters Score -439200.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -439300.812500 Penalty: 2929.655762
	Iteration 14Q: 3 clusters Score -439300.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -439382.281250 Penalty: 2929.655762
	Iteration 15Q: 3 clusters Score -439382.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -439448.562500 Penalty: 2929.655762
	Iteration 16Q: 3 clusters Score -439448.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -439488.687500 Penalty: 2929.655762
	Iteration 17Q: 3 clusters Score -439488.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -439508.843750 Penalty: 2929.655762
	Iteration 18Q: 3 clusters Score -439508.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -439523.937500 Penalty: 2929.655762
	Iteration 19Q: 3 clusters Score -439523.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -439529.937500 Penalty: 2929.655762
	Iteration 20F: 3 clusters Score -439529.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -439535.968750 Penalty: 2929.655762
	Iteration 21Q: 3 clusters Score -439536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -439543.937500 Penalty: 2929.655762
	Iteration 22Q: 3 clusters Score -439543.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -439548.812500 Penalty: 2929.655762
	Iteration 23Q: 3 clusters Score -439548.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -439555.093750 Penalty: 2929.655762
	Iteration 24Q: 3 clusters Score -439555.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -439559.625000 Penalty: 2929.655762
	Iteration 25Q: 3 clusters Score -439559.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -439563.093750 Penalty: 2929.655762
	Iteration 26Q: 3 clusters Score -439563.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -439564.687500 Penalty: 2929.655762
	Iteration 27Q: 3 clusters Score -439564.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -439564.687500 Penalty: 2929.655762
	Iteration 28F: 3 clusters Score -439564.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Entering Unmasked Estep 
Score: -306076.906250 Penalty: 1406.075562
	Iteration 0F: 2 clusters Score -306076.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -301566.437500 Penalty: 2812.151123
	Iteration 0F: 3 clusters Score -301566.4 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -302846.843750 Penalty: 2812.151123
	Iteration 1F: 3 clusters Score -302846.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -303038.343750 Penalty: 2812.151123
	Iteration 2F: 3 clusters Score -303038.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -303197.781250 Penalty: 2812.151123
	Iteration 3F: 3 clusters Score -303197.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -303300.000000 Penalty: 2812.151123
	Iteration 4Q: 3 clusters Score -303300 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -303385.000000 Penalty: 2812.151123
	Iteration 5Q: 3 clusters Score -303385 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -303462.687500 Penalty: 2812.151123
	Iteration 6Q: 3 clusters Score -303462.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -303537.218750 Penalty: 2812.151123
	Iteration 7Q: 3 clusters Score -303537.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -303611.125000 Penalty: 2812.151123
	Iteration 8Q: 3 clusters Score -303611.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -303692.031250 Penalty: 2812.151123
	Iteration 9Q: 3 clusters Score -303692 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -303790.750000 Penalty: 2812.151123
	Iteration 10Q: 3 clusters Score -303790.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -303909.156250 Penalty: 2812.151123
	Iteration 11Q: 3 clusters Score -303909.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -304002.718750 Penalty: 2812.151123
	Iteration 12Q: 3 clusters Score -304002.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -304089.156250 Penalty: 2812.151123
	Iteration 13Q: 3 clusters Score -304089.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -304183.656250 Penalty: 2812.151123
	Iteration 14Q: 3 clusters Score -304183.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -304289.531250 Penalty: 2812.151123
	Iteration 15Q: 3 clusters Score -304289.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -304391.625000 Penalty: 2812.151123
	Iteration 16Q: 3 clusters Score -304391.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -304467.718750 Penalty: 2812.151123
	Iteration 17Q: 3 clusters Score -304467.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -304533.250000 Penalty: 2812.151123
	Iteration 18Q: 3 clusters Score -304533.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -304591.312500 Penalty: 2812.151123
	Iteration 19Q: 3 clusters Score -304591.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -304631.781250 Penalty: 2812.151123
	Iteration 20F: 3 clusters Score -304631.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -304679.000000 Penalty: 2812.151123
	Iteration 21Q: 3 clusters Score -304679 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -304708.250000 Penalty: 2812.151123
	Iteration 22Q: 3 clusters Score -304708.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -304729.593750 Penalty: 2812.151123
	Iteration 23Q: 3 clusters Score -304729.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -304746.062500 Penalty: 2812.151123
	Iteration 24Q: 3 clusters Score -304746.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -304753.750000 Penalty: 2812.151123
	Iteration 25Q: 3 clusters Score -304753.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -304762.531250 Penalty: 2812.151123
	Iteration 26Q: 3 clusters Score -304762.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -304767.218750 Penalty: 2812.151123
	Iteration 27Q: 3 clusters Score -304767.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -304769.406250 Penalty: 2812.151123
	Iteration 28Q: 3 clusters Score -304769.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -304770.531250 Penalty: 2812.151123
	Iteration 29Q: 3 clusters Score -304770.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -304772.406250 Penalty: 2812.151123
	Iteration 30Q: 3 clusters Score -304772.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -304773.625000 Penalty: 2812.151123
	Iteration 31Q: 3 clusters Score -304773.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -304776.187500 Penalty: 2812.151123
	Iteration 32Q: 3 clusters Score -304776.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -304778.812500 Penalty: 2812.151123
	Iteration 33Q: 3 clusters Score -304778.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -304779.625000 Penalty: 2812.151123
	Iteration 34Q: 3 clusters Score -304779.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -304781.312500 Penalty: 2812.151123
	Iteration 35Q: 3 clusters Score -304781.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -304782.843750 Penalty: 2812.151123
	Iteration 36Q: 3 clusters Score -304782.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -304782.968750 Penalty: 2812.151123
	Iteration 37Q: 3 clusters Score -304783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -304783.968750 Penalty: 2812.151123
	Iteration 38Q: 3 clusters Score -304784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -304784.187500 Penalty: 2812.151123
	Iteration 39Q: 3 clusters Score -304784.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -304784.187500 Penalty: 2812.151123
	Iteration 40F: 3 clusters Score -304784.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (59886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59886 members 
Entering Unmasked Estep 
Score: -3215283.000000 Penalty: 1787.532227
	Iteration 0F: 2 clusters Score -3215283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -3175246.500000 Penalty: 3575.064453
	Iteration 0F: 3 clusters Score -3175246 nChanged 28279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -3191210.500000 Penalty: 3575.064453
	Iteration 1F: 3 clusters Score -3191210 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -3191714.750000 Penalty: 3575.064453
	Iteration 2Q: 3 clusters Score -3191715 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -3192324.000000 Penalty: 3575.064453
	Iteration 3Q: 3 clusters Score -3192324 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -3193156.750000 Penalty: 3575.064453
	Iteration 4Q: 3 clusters Score -3193157 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -3194473.500000 Penalty: 3575.064453
	Iteration 5Q: 3 clusters Score -3194474 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -3196812.500000 Penalty: 3575.064453
	Iteration 6F: 3 clusters Score -3196812 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -3200550.000000 Penalty: 3575.064453
	Iteration 7F: 3 clusters Score -3200550 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -3205405.250000 Penalty: 3575.064453
	Iteration 8F: 3 clusters Score -3205405 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 55628 members 
Entering Unmasked Estep 
Score: -3209692.000000 Penalty: 3575.064453
	Iteration 9F: 3 clusters Score -3209692 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 58202 members 
Entering Unmasked Estep 
Score: -3212161.750000 Penalty: 3575.064453
	Iteration 10Q: 3 clusters Score -3212162 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 59269 members 
Entering Unmasked Estep 
Score: -3213174.500000 Penalty: 3575.064453
	Iteration 11Q: 3 clusters Score -3213174 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 59577 members 
Entering Unmasked Estep 
Score: -3213492.250000 Penalty: 3575.064453
	Iteration 12Q: 3 clusters Score -3213492 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 59682 members 
Entering Unmasked Estep 
Score: -3213633.250000 Penalty: 3575.064453
	Iteration 13Q: 3 clusters Score -3213633 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 59707 members 
Entering Unmasked Estep 
Score: -3213681.500000 Penalty: 3575.064453
	Iteration 14Q: 3 clusters Score -3213682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 59723 members 
Entering Unmasked Estep 
Score: -3213711.750000 Penalty: 3575.064453
	Iteration 15Q: 3 clusters Score -3213712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 59729 members 
Entering Unmasked Estep 
Score: -3213731.500000 Penalty: 3575.064453
	Iteration 16Q: 3 clusters Score -3213732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -3213750.500000 Penalty: 3575.064453
	Iteration 17Q: 3 clusters Score -3213750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 59735 members 
Entering Unmasked Estep 
Score: -3213759.500000 Penalty: 3575.064453
	Iteration 18Q: 3 clusters Score -3213760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 59734 members 
Entering Unmasked Estep 
Score: -3213764.500000 Penalty: 3575.064453
	Iteration 19Q: 3 clusters Score -3213764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 59733 members 
Entering Unmasked Estep 
Score: -3213765.250000 Penalty: 3575.064453
	Iteration 20F: 3 clusters Score -3213765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 32575 members 
Mstep: Class 5 contains 8037 members 
Mstep: Class 6 contains 13359 members 
Mstep: Class 7 contains 41347 members 
Mstep: Class 8 contains 216559 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9945 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76897 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90647 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29427 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10912 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 5652 members 
Mstep: Class 25 contains 28200 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14154 members 
Mstep: Class 28 contains 8220 members 
Mstep: Class 29 contains 5726 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932884.000000 Penalty: 65686.531250
Iteration 239Q: 31 clusters Score -3.593288e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 32582 members 
Mstep: Class 5 contains 8037 members 
Mstep: Class 6 contains 13357 members 
Mstep: Class 7 contains 41358 members 
Mstep: Class 8 contains 216539 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9947 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76898 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90650 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29427 members 
Mstep: Class 18 contains 2584 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10909 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 5653 members 
Mstep: Class 25 contains 28200 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14153 members 
Mstep: Class 28 contains 8220 members 
Mstep: Class 29 contains 5726 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932904.000000 Penalty: 65686.531250
Iteration 240F: 31 clusters Score -3.59329e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1266 members 
Mstep: Class 4 contains 32592 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13361 members 
Mstep: Class 7 contains 41366 members 
Mstep: Class 8 contains 216523 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9947 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76898 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90649 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29428 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 10903 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 5655 members 
Mstep: Class 25 contains 28200 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14152 members 
Mstep: Class 28 contains 8220 members 
Mstep: Class 29 contains 5726 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932900.000000 Penalty: 65686.531250
Iteration 241Q: 31 clusters Score -3.59329e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32602 members 
Mstep: Class 5 contains 8035 members 
Mstep: Class 6 contains 13364 members 
Mstep: Class 7 contains 41371 members 
Mstep: Class 8 contains 216505 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9947 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76903 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90649 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29425 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 20 contains 10901 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 5655 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14153 members 
Mstep: Class 28 contains 8220 members 
Mstep: Class 29 contains 5726 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932888.000000 Penalty: 65686.531250
Iteration 242Q: 31 clusters Score -3.593289e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 32610 members 
Mstep: Class 5 contains 8035 members 
Mstep: Class 6 contains 13371 members 
Mstep: Class 7 contains 41382 members 
Mstep: Class 8 contains 216486 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9948 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76899 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90647 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29423 members 
Mstep: Class 18 contains 2586 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 20 contains 10900 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 5654 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14155 members 
Mstep: Class 28 contains 8220 members 
Mstep: Class 29 contains 5726 members 
Mstep: Class 30 contains 59886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932920.000000 Penalty: 65686.531250
Iteration 243Q: 31 clusters Score -3.593292e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 32618 members 
Mstep: Class 5 contains 8035 members 
Mstep: Class 6 contains 13373 members 
Mstep: Class 7 contains 41389 members 
Mstep: Class 8 contains 216471 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9949 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76902 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90647 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29422 members 
Mstep: Class 18 contains 2586 members 
Mstep: Class 19 contains 10249 members 
Mstep: Class 20 contains 10895 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 5653 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14156 members 
Mstep: Class 28 contains 8220 members 
Mstep: Class 29 contains 5726 members 
Mstep: Class 30 contains 59885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932920.000000 Penalty: 65686.531250
Iteration 244Q: 31 clusters Score -3.593292e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 32627 members 
Mstep: Class 5 contains 8034 members 
Mstep: Class 6 contains 13373 members 
Mstep: Class 7 contains 41401 members 
Mstep: Class 8 contains 216452 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9459 members 
Mstep: Class 11 contains 9952 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76902 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 90645 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29420 members 
Mstep: Class 18 contains 2586 members 
Mstep: Class 19 contains 10250 members 
Mstep: Class 20 contains 10894 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 5655 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14156 members 
Mstep: Class 28 contains 8220 members 
Mstep: Class 29 contains 5726 members 
Mstep: Class 30 contains 59884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932952.000000 Penalty: 65686.531250
Iteration 245Q: 31 clusters Score -3.593295e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 32626 members 
Mstep: Class 5 contains 8034 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 41416 members 
Mstep: Class 8 contains 216437 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9458 members 
Mstep: Class 11 contains 9951 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76904 members 
Mstep: Class 14 contains 2156 members 
Mstep: Class 15 contains 90647 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29424 members 
Mstep: Class 18 contains 2586 members 
Mstep: Class 19 contains 10250 members 
Mstep: Class 20 contains 10889 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 5655 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14157 members 
Mstep: Class 28 contains 8221 members 
Mstep: Class 29 contains 5726 members 
Mstep: Class 30 contains 59884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932956.000000 Penalty: 65686.531250
Iteration 246Q: 31 clusters Score -3.593296e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 32630 members 
Mstep: Class 5 contains 8034 members 
Mstep: Class 6 contains 13365 members 
Mstep: Class 7 contains 41426 members 
Mstep: Class 8 contains 216422 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9458 members 
Mstep: Class 11 contains 9952 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76910 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90645 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29423 members 
Mstep: Class 18 contains 2586 members 
Mstep: Class 19 contains 10250 members 
Mstep: Class 20 contains 10887 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 5658 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14157 members 
Mstep: Class 28 contains 8223 members 
Mstep: Class 29 contains 5725 members 
Mstep: Class 30 contains 59883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932964.000000 Penalty: 65686.531250
Iteration 247Q: 31 clusters Score -3.593296e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 32636 members 
Mstep: Class 5 contains 8034 members 
Mstep: Class 6 contains 13364 members 
Mstep: Class 7 contains 41435 members 
Mstep: Class 8 contains 216407 members 
Mstep: Class 9 contains 2467 members 
Mstep: Class 10 contains 9458 members 
Mstep: Class 11 contains 9953 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76913 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90645 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29422 members 
Mstep: Class 18 contains 2587 members 
Mstep: Class 19 contains 10249 members 
Mstep: Class 20 contains 10885 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 5662 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14155 members 
Mstep: Class 28 contains 8224 members 
Mstep: Class 29 contains 5724 members 
Mstep: Class 30 contains 59882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932936.000000 Penalty: 65686.531250
Iteration 248Q: 31 clusters Score -3.593294e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 32640 members 
Mstep: Class 5 contains 8034 members 
Mstep: Class 6 contains 13366 members 
Mstep: Class 7 contains 41440 members 
Mstep: Class 8 contains 216391 members 
Mstep: Class 9 contains 2467 members 
Mstep: Class 10 contains 9458 members 
Mstep: Class 11 contains 9951 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76919 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90643 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29423 members 
Mstep: Class 18 contains 2587 members 
Mstep: Class 19 contains 10249 members 
Mstep: Class 20 contains 10886 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 5664 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14154 members 
Mstep: Class 28 contains 8224 members 
Mstep: Class 29 contains 5724 members 
Mstep: Class 30 contains 59882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932948.000000 Penalty: 65686.531250
Iteration 249Q: 31 clusters Score -3.593295e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 32643 members 
Mstep: Class 5 contains 8034 members 
Mstep: Class 6 contains 13371 members 
Mstep: Class 7 contains 41443 members 
Mstep: Class 8 contains 216377 members 
Mstep: Class 9 contains 2467 members 
Mstep: Class 10 contains 9458 members 
Mstep: Class 11 contains 9952 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76924 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90642 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29422 members 
Mstep: Class 18 contains 2587 members 
Mstep: Class 19 contains 10249 members 
Mstep: Class 20 contains 10886 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 5663 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14154 members 
Mstep: Class 28 contains 8224 members 
Mstep: Class 29 contains 5724 members 
Mstep: Class 30 contains 59882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932948.000000 Penalty: 65686.531250
Iteration 250Q: 31 clusters Score -3.593295e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 32649 members 
Mstep: Class 5 contains 8034 members 
Mstep: Class 6 contains 13373 members 
Mstep: Class 7 contains 41451 members 
Mstep: Class 8 contains 216361 members 
Mstep: Class 9 contains 2467 members 
Mstep: Class 10 contains 9458 members 
Mstep: Class 11 contains 9952 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76927 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90641 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29421 members 
Mstep: Class 18 contains 2587 members 
Mstep: Class 19 contains 10249 members 
Mstep: Class 20 contains 10885 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 5664 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14153 members 
Mstep: Class 28 contains 8224 members 
Mstep: Class 29 contains 5724 members 
Mstep: Class 30 contains 59882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932948.000000 Penalty: 65686.531250
Iteration 251Q: 31 clusters Score -3.593295e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 32656 members 
Mstep: Class 5 contains 8034 members 
Mstep: Class 6 contains 13371 members 
Mstep: Class 7 contains 41460 members 
Mstep: Class 8 contains 216345 members 
Mstep: Class 9 contains 2467 members 
Mstep: Class 10 contains 9458 members 
Mstep: Class 11 contains 9952 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76930 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90641 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29420 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 10249 members 
Mstep: Class 20 contains 10883 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 5666 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14153 members 
Mstep: Class 28 contains 8224 members 
Mstep: Class 29 contains 5723 members 
Mstep: Class 30 contains 59882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932928.000000 Penalty: 65686.531250
Iteration 252Q: 31 clusters Score -3.593293e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 32663 members 
Mstep: Class 5 contains 8034 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 41467 members 
Mstep: Class 8 contains 216330 members 
Mstep: Class 9 contains 2467 members 
Mstep: Class 10 contains 9458 members 
Mstep: Class 11 contains 9955 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76934 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90638 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29420 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 10249 members 
Mstep: Class 20 contains 10881 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 5666 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14152 members 
Mstep: Class 28 contains 8225 members 
Mstep: Class 29 contains 5723 members 
Mstep: Class 30 contains 59882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932976.000000 Penalty: 65686.531250
Iteration 253Q: 31 clusters Score -3.593298e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 32668 members 
Mstep: Class 5 contains 8034 members 
Mstep: Class 6 contains 13372 members 
Mstep: Class 7 contains 41479 members 
Mstep: Class 8 contains 216310 members 
Mstep: Class 9 contains 2467 members 
Mstep: Class 10 contains 9459 members 
Mstep: Class 11 contains 9954 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76941 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90633 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29421 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 10249 members 
Mstep: Class 20 contains 10878 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2315 members 
Mstep: Class 24 contains 5667 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14152 members 
Mstep: Class 28 contains 8225 members 
Mstep: Class 29 contains 5723 members 
Mstep: Class 30 contains 59882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932972.000000 Penalty: 65686.531250
Iteration 254Q: 31 clusters Score -3.593297e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 32672 members 
Mstep: Class 5 contains 8034 members 
Mstep: Class 6 contains 13372 members 
Mstep: Class 7 contains 41487 members 
Mstep: Class 8 contains 216289 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9955 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76946 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90635 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29422 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 10249 members 
Mstep: Class 20 contains 10876 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2314 members 
Mstep: Class 24 contains 5670 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14151 members 
Mstep: Class 28 contains 8225 members 
Mstep: Class 29 contains 5722 members 
Mstep: Class 30 contains 59882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932956.000000 Penalty: 65686.531250
Iteration 255Q: 31 clusters Score -3.593296e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 32679 members 
Mstep: Class 5 contains 8034 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 41495 members 
Mstep: Class 8 contains 216265 members 
Mstep: Class 9 contains 2470 members 
Mstep: Class 10 contains 9459 members 
Mstep: Class 11 contains 9957 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76949 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90634 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29423 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 10249 members 
Mstep: Class 20 contains 10875 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2314 members 
Mstep: Class 24 contains 5671 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14151 members 
Mstep: Class 28 contains 8226 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932992.000000 Penalty: 65686.531250
Iteration 256Q: 31 clusters Score -3.593299e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 32682 members 
Mstep: Class 5 contains 8034 members 
Mstep: Class 6 contains 13374 members 
Mstep: Class 7 contains 41504 members 
Mstep: Class 8 contains 216248 members 
Mstep: Class 9 contains 2472 members 
Mstep: Class 10 contains 9457 members 
Mstep: Class 11 contains 9958 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76946 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90635 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29424 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 10249 members 
Mstep: Class 20 contains 10876 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2314 members 
Mstep: Class 24 contains 5675 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14151 members 
Mstep: Class 28 contains 8227 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932988.000000 Penalty: 65686.531250
Iteration 257Q: 31 clusters Score -3.593299e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 32685 members 
Mstep: Class 5 contains 8034 members 
Mstep: Class 6 contains 13372 members 
Mstep: Class 7 contains 41510 members 
Mstep: Class 8 contains 216236 members 
Mstep: Class 9 contains 2472 members 
Mstep: Class 10 contains 9457 members 
Mstep: Class 11 contains 9958 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76945 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90635 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29427 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 10249 members 
Mstep: Class 20 contains 10876 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2314 members 
Mstep: Class 24 contains 5680 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14149 members 
Mstep: Class 28 contains 8227 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933012.000000 Penalty: 65686.531250
Iteration 258Q: 31 clusters Score -3.593301e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 32688 members 
Mstep: Class 5 contains 8034 members 
Mstep: Class 6 contains 13369 members 
Mstep: Class 7 contains 41521 members 
Mstep: Class 8 contains 216219 members 
Mstep: Class 9 contains 2472 members 
Mstep: Class 10 contains 9458 members 
Mstep: Class 11 contains 9958 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76948 members 
Mstep: Class 14 contains 2157 members 
Mstep: Class 15 contains 90637 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29428 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 10249 members 
Mstep: Class 20 contains 10875 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2314 members 
Mstep: Class 24 contains 5681 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14148 members 
Mstep: Class 28 contains 8227 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932992.000000 Penalty: 65686.531250
Iteration 259Q: 31 clusters Score -3.593299e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 32690 members 
Mstep: Class 5 contains 8035 members 
Mstep: Class 6 contains 13364 members 
Mstep: Class 7 contains 41533 members 
Mstep: Class 8 contains 216202 members 
Mstep: Class 9 contains 2473 members 
Mstep: Class 10 contains 9458 members 
Mstep: Class 11 contains 9958 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76952 members 
Mstep: Class 14 contains 2158 members 
Mstep: Class 15 contains 90635 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29429 members 
Mstep: Class 18 contains 2588 members 
Mstep: Class 19 contains 10249 members 
Mstep: Class 20 contains 10875 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2314 members 
Mstep: Class 24 contains 5681 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14148 members 
Mstep: Class 28 contains 8229 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932992.000000 Penalty: 65686.531250
Iteration 260F: 31 clusters Score -3.593299e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 32693 members 
Mstep: Class 5 contains 8035 members 
Mstep: Class 6 contains 13365 members 
Mstep: Class 7 contains 41543 members 
Mstep: Class 8 contains 216182 members 
Mstep: Class 9 contains 2473 members 
Mstep: Class 10 contains 9458 members 
Mstep: Class 11 contains 9957 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76958 members 
Mstep: Class 14 contains 2158 members 
Mstep: Class 15 contains 90634 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29430 members 
Mstep: Class 18 contains 2589 members 
Mstep: Class 19 contains 10249 members 
Mstep: Class 20 contains 10874 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2314 members 
Mstep: Class 24 contains 5681 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14148 members 
Mstep: Class 28 contains 8230 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932992.000000 Penalty: 65686.531250
Iteration 261Q: 31 clusters Score -3.593299e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 32694 members 
Mstep: Class 5 contains 8035 members 
Mstep: Class 6 contains 13366 members 
Mstep: Class 7 contains 41548 members 
Mstep: Class 8 contains 216169 members 
Mstep: Class 9 contains 2473 members 
Mstep: Class 10 contains 9458 members 
Mstep: Class 11 contains 9956 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76968 members 
Mstep: Class 14 contains 2158 members 
Mstep: Class 15 contains 90629 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29432 members 
Mstep: Class 18 contains 2590 members 
Mstep: Class 19 contains 10249 members 
Mstep: Class 20 contains 10875 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5681 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14148 members 
Mstep: Class 28 contains 8229 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932980.000000 Penalty: 65686.531250
Iteration 262Q: 31 clusters Score -3.593298e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 32697 members 
Mstep: Class 5 contains 8035 members 
Mstep: Class 6 contains 13365 members 
Mstep: Class 7 contains 41554 members 
Mstep: Class 8 contains 216154 members 
Mstep: Class 9 contains 2473 members 
Mstep: Class 10 contains 9457 members 
Mstep: Class 11 contains 9956 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76975 members 
Mstep: Class 14 contains 2158 members 
Mstep: Class 15 contains 90626 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29434 members 
Mstep: Class 18 contains 2590 members 
Mstep: Class 19 contains 10251 members 
Mstep: Class 20 contains 10875 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5681 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14148 members 
Mstep: Class 28 contains 8229 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932992.000000 Penalty: 65686.531250
Iteration 263Q: 31 clusters Score -3.593299e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32698 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13363 members 
Mstep: Class 7 contains 41564 members 
Mstep: Class 8 contains 216134 members 
Mstep: Class 9 contains 2473 members 
Mstep: Class 10 contains 9457 members 
Mstep: Class 11 contains 9955 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76981 members 
Mstep: Class 14 contains 2158 members 
Mstep: Class 15 contains 90625 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29438 members 
Mstep: Class 18 contains 2591 members 
Mstep: Class 19 contains 10251 members 
Mstep: Class 20 contains 10875 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5681 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14148 members 
Mstep: Class 28 contains 8230 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932976.000000 Penalty: 65686.531250
Iteration 264Q: 31 clusters Score -3.593298e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32699 members 
Mstep: Class 5 contains 8037 members 
Mstep: Class 6 contains 13360 members 
Mstep: Class 7 contains 41575 members 
Mstep: Class 8 contains 216119 members 
Mstep: Class 9 contains 2473 members 
Mstep: Class 10 contains 9457 members 
Mstep: Class 11 contains 9955 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76985 members 
Mstep: Class 14 contains 2158 members 
Mstep: Class 15 contains 90624 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29440 members 
Mstep: Class 18 contains 2592 members 
Mstep: Class 19 contains 10252 members 
Mstep: Class 20 contains 10874 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5681 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14148 members 
Mstep: Class 28 contains 8230 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932984.000000 Penalty: 65686.531250
Iteration 265Q: 31 clusters Score -3.593298e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32704 members 
Mstep: Class 5 contains 8037 members 
Mstep: Class 6 contains 13365 members 
Mstep: Class 7 contains 41582 members 
Mstep: Class 8 contains 216099 members 
Mstep: Class 9 contains 2472 members 
Mstep: Class 10 contains 9457 members 
Mstep: Class 11 contains 9953 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76988 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90622 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29444 members 
Mstep: Class 18 contains 2592 members 
Mstep: Class 19 contains 10252 members 
Mstep: Class 20 contains 10873 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5682 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14148 members 
Mstep: Class 28 contains 8230 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933000.000000 Penalty: 65686.531250
Iteration 266Q: 31 clusters Score -3.5933e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32703 members 
Mstep: Class 5 contains 8037 members 
Mstep: Class 6 contains 13368 members 
Mstep: Class 7 contains 41585 members 
Mstep: Class 8 contains 216086 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9457 members 
Mstep: Class 11 contains 9954 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76992 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90623 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29447 members 
Mstep: Class 18 contains 2592 members 
Mstep: Class 19 contains 10252 members 
Mstep: Class 20 contains 10873 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5682 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14148 members 
Mstep: Class 28 contains 8230 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932984.000000 Penalty: 65686.531250
Iteration 267Q: 31 clusters Score -3.593298e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32701 members 
Mstep: Class 5 contains 8037 members 
Mstep: Class 6 contains 13367 members 
Mstep: Class 7 contains 41591 members 
Mstep: Class 8 contains 216074 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9457 members 
Mstep: Class 11 contains 9954 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 76999 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90624 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29446 members 
Mstep: Class 18 contains 2593 members 
Mstep: Class 19 contains 10252 members 
Mstep: Class 20 contains 10872 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5683 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14148 members 
Mstep: Class 28 contains 8231 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932984.000000 Penalty: 65686.531250
Iteration 268Q: 31 clusters Score -3.593298e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32700 members 
Mstep: Class 5 contains 8037 members 
Mstep: Class 6 contains 13367 members 
Mstep: Class 7 contains 41595 members 
Mstep: Class 8 contains 216060 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9457 members 
Mstep: Class 11 contains 9954 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77006 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90625 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29446 members 
Mstep: Class 18 contains 2593 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10873 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5683 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14148 members 
Mstep: Class 28 contains 8233 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932976.000000 Penalty: 65686.531250
Iteration 269Q: 31 clusters Score -3.593298e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32703 members 
Mstep: Class 5 contains 8037 members 
Mstep: Class 6 contains 13370 members 
Mstep: Class 7 contains 41595 members 
Mstep: Class 8 contains 216048 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9457 members 
Mstep: Class 11 contains 9954 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77010 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90624 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29446 members 
Mstep: Class 18 contains 2593 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10874 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5683 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14149 members 
Mstep: Class 28 contains 8235 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932984.000000 Penalty: 65686.531250
Iteration 270Q: 31 clusters Score -3.593298e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32708 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13371 members 
Mstep: Class 7 contains 41595 members 
Mstep: Class 8 contains 216034 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9457 members 
Mstep: Class 11 contains 9954 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77018 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90622 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29447 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10873 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5683 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14151 members 
Mstep: Class 28 contains 8236 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932980.000000 Penalty: 65686.531250
Iteration 271Q: 31 clusters Score -3.593298e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32713 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13371 members 
Mstep: Class 7 contains 41598 members 
Mstep: Class 8 contains 216022 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9457 members 
Mstep: Class 11 contains 9954 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77025 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90619 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29449 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10252 members 
Mstep: Class 20 contains 10872 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5682 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14151 members 
Mstep: Class 28 contains 8237 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932980.000000 Penalty: 65686.531250
Iteration 272Q: 31 clusters Score -3.593298e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32718 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13371 members 
Mstep: Class 7 contains 41597 members 
Mstep: Class 8 contains 216011 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9457 members 
Mstep: Class 11 contains 9954 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77032 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90617 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29449 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10252 members 
Mstep: Class 20 contains 10874 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5682 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14151 members 
Mstep: Class 28 contains 8239 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932988.000000 Penalty: 65686.531250
Iteration 273Q: 31 clusters Score -3.593299e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6430 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32722 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13372 members 
Mstep: Class 7 contains 41598 members 
Mstep: Class 8 contains 215999 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9458 members 
Mstep: Class 11 contains 9954 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77036 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90616 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29449 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10876 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5682 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14151 members 
Mstep: Class 28 contains 8239 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933000.000000 Penalty: 65686.531250
Iteration 274Q: 31 clusters Score -3.5933e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32720 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13373 members 
Mstep: Class 7 contains 41602 members 
Mstep: Class 8 contains 215995 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9459 members 
Mstep: Class 11 contains 9955 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77038 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90613 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29448 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10876 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5683 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14151 members 
Mstep: Class 28 contains 8240 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933016.000000 Penalty: 65686.531250
Iteration 275Q: 31 clusters Score -3.593302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32720 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13372 members 
Mstep: Class 7 contains 41605 members 
Mstep: Class 8 contains 215990 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9955 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77043 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90612 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29447 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10876 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5684 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14149 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933032.000000 Penalty: 65686.531250
Iteration 276Q: 31 clusters Score -3.593303e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32722 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13373 members 
Mstep: Class 7 contains 41607 members 
Mstep: Class 8 contains 215983 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9459 members 
Mstep: Class 11 contains 9956 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77045 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90613 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29448 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10875 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5684 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14148 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933056.000000 Penalty: 65686.531250
Iteration 277Q: 31 clusters Score -3.593306e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32725 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13373 members 
Mstep: Class 7 contains 41609 members 
Mstep: Class 8 contains 215975 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9957 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77050 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90611 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29448 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10875 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5684 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14146 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933040.000000 Penalty: 65686.531250
Iteration 278Q: 31 clusters Score -3.593304e+07 nChanged 16
Entering ConstructFrom: 
Score: -35933040.000000 Penalty: 65686.531250
Entering ConstructFrom: 
Trying to split cluster 1 (3207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Entering Unmasked Estep 
Score: -163978.718750 Penalty: 1311.877319
	Iteration 0F: 2 clusters Score -163978.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -161098.953125 Penalty: 2623.754639
	Iteration 0F: 3 clusters Score -161099 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -161780.156250 Penalty: 2623.754639
	Iteration 1F: 3 clusters Score -161780.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -161947.000000 Penalty: 2623.754639
	Iteration 2F: 3 clusters Score -161947 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -162077.562500 Penalty: 2623.754639
	Iteration 3F: 3 clusters Score -162077.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -162224.000000 Penalty: 2623.754639
	Iteration 4F: 3 clusters Score -162224 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -162362.593750 Penalty: 2623.754639
	Iteration 5F: 3 clusters Score -162362.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -162478.859375 Penalty: 2623.754639
	Iteration 6Q: 3 clusters Score -162478.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -162570.468750 Penalty: 2623.754639
	Iteration 7Q: 3 clusters Score -162570.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -162660.406250 Penalty: 2623.754639
	Iteration 8Q: 3 clusters Score -162660.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -162739.921875 Penalty: 2623.754639
	Iteration 9Q: 3 clusters Score -162739.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -162812.375000 Penalty: 2623.754639
	Iteration 10Q: 3 clusters Score -162812.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -162882.390625 Penalty: 2623.754639
	Iteration 11Q: 3 clusters Score -162882.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -162939.984375 Penalty: 2623.754639
	Iteration 12Q: 3 clusters Score -162940 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -162982.828125 Penalty: 2623.754639
	Iteration 13Q: 3 clusters Score -162982.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -163023.828125 Penalty: 2623.754639
	Iteration 14Q: 3 clusters Score -163023.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -163058.015625 Penalty: 2623.754639
	Iteration 15Q: 3 clusters Score -163058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -163083.171875 Penalty: 2623.754639
	Iteration 16Q: 3 clusters Score -163083.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -163104.265625 Penalty: 2623.754639
	Iteration 17Q: 3 clusters Score -163104.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -163118.015625 Penalty: 2623.754639
	Iteration 18Q: 3 clusters Score -163118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -163124.921875 Penalty: 2623.754639
	Iteration 19Q: 3 clusters Score -163124.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -163127.937500 Penalty: 2623.754639
	Iteration 20F: 3 clusters Score -163127.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -163128.781250 Penalty: 2623.754639
	Iteration 21Q: 3 clusters Score -163128.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -163128.781250 Penalty: 2623.754639
	Iteration 22F: 3 clusters Score -163128.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Entering Unmasked Estep 
Score: -337705.625000 Penalty: 1424.893433
	Iteration 0F: 2 clusters Score -337705.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -332851.281250 Penalty: 2849.786865
	Iteration 0F: 3 clusters Score -332851.3 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -334277.812500 Penalty: 2849.786865
	Iteration 1F: 3 clusters Score -334277.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -334467.625000 Penalty: 2849.786865
	Iteration 2F: 3 clusters Score -334467.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -334611.531250 Penalty: 2849.786865
	Iteration 3F: 3 clusters Score -334611.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -334746.875000 Penalty: 2849.786865
	Iteration 4Q: 3 clusters Score -334746.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -334900.281250 Penalty: 2849.786865
	Iteration 5Q: 3 clusters Score -334900.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -335052.156250 Penalty: 2849.786865
	Iteration 6Q: 3 clusters Score -335052.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -335209.125000 Penalty: 2849.786865
	Iteration 7Q: 3 clusters Score -335209.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -335356.031250 Penalty: 2849.786865
	Iteration 8Q: 3 clusters Score -335356 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -335477.281250 Penalty: 2849.786865
	Iteration 9Q: 3 clusters Score -335477.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -335586.406250 Penalty: 2849.786865
	Iteration 10Q: 3 clusters Score -335586.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -335689.593750 Penalty: 2849.786865
	Iteration 11Q: 3 clusters Score -335689.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -335787.843750 Penalty: 2849.786865
	Iteration 12Q: 3 clusters Score -335787.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -335876.406250 Penalty: 2849.786865
	Iteration 13Q: 3 clusters Score -335876.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -335954.281250 Penalty: 2849.786865
	Iteration 14Q: 3 clusters Score -335954.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -336021.125000 Penalty: 2849.786865
	Iteration 15Q: 3 clusters Score -336021.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -336080.750000 Penalty: 2849.786865
	Iteration 16Q: 3 clusters Score -336080.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -336125.062500 Penalty: 2849.786865
	Iteration 17Q: 3 clusters Score -336125.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -336176.906250 Penalty: 2849.786865
	Iteration 18Q: 3 clusters Score -336176.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -336218.937500 Penalty: 2849.786865
	Iteration 19Q: 3 clusters Score -336218.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -336258.406250 Penalty: 2849.786865
	Iteration 20F: 3 clusters Score -336258.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -336292.531250 Penalty: 2849.786865
	Iteration 21Q: 3 clusters Score -336292.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -336326.281250 Penalty: 2849.786865
	Iteration 22Q: 3 clusters Score -336326.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -336348.625000 Penalty: 2849.786865
	Iteration 23Q: 3 clusters Score -336348.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -336362.718750 Penalty: 2849.786865
	Iteration 24Q: 3 clusters Score -336362.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -336373.375000 Penalty: 2849.786865
	Iteration 25Q: 3 clusters Score -336373.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -336380.781250 Penalty: 2849.786865
	Iteration 26Q: 3 clusters Score -336380.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -336386.843750 Penalty: 2849.786865
	Iteration 27Q: 3 clusters Score -336386.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -336391.531250 Penalty: 2849.786865
	Iteration 28Q: 3 clusters Score -336391.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -336397.562500 Penalty: 2849.786865
	Iteration 29Q: 3 clusters Score -336397.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -336408.281250 Penalty: 2849.786865
	Iteration 30Q: 3 clusters Score -336408.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -336414.500000 Penalty: 2849.786865
	Iteration 31Q: 3 clusters Score -336414.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -336419.250000 Penalty: 2849.786865
	Iteration 32Q: 3 clusters Score -336419.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -336423.468750 Penalty: 2849.786865
	Iteration 33Q: 3 clusters Score -336423.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -336426.156250 Penalty: 2849.786865
	Iteration 34Q: 3 clusters Score -336426.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -336427.937500 Penalty: 2849.786865
	Iteration 35Q: 3 clusters Score -336427.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -336429.937500 Penalty: 2849.786865
	Iteration 36Q: 3 clusters Score -336429.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -336430.625000 Penalty: 2849.786865
	Iteration 37Q: 3 clusters Score -336430.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -336432.718750 Penalty: 2849.786865
	Iteration 38Q: 3 clusters Score -336432.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -336433.343750 Penalty: 2849.786865
	Iteration 39Q: 3 clusters Score -336433.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -336436.312500 Penalty: 2849.786865
	Iteration 40F: 3 clusters Score -336436.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -336439.468750 Penalty: 2849.786865
	Iteration 41Q: 3 clusters Score -336439.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -336442.000000 Penalty: 2849.786865
	Iteration 42Q: 3 clusters Score -336442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -336444.093750 Penalty: 2849.786865
	Iteration 43Q: 3 clusters Score -336444.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -336444.531250 Penalty: 2849.786865
	Iteration 44Q: 3 clusters Score -336444.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -336445.062500 Penalty: 2849.786865
	Iteration 45Q: 3 clusters Score -336445.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -336445.500000 Penalty: 2849.786865
	Iteration 46Q: 3 clusters Score -336445.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -336445.500000 Penalty: 2849.786865
	Iteration 47F: 3 clusters Score -336445.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Entering Unmasked Estep 
Score: -53702.253906 Penalty: 1160.580933
	Iteration 0F: 2 clusters Score -53702.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -52098.753906 Penalty: 2321.161865
	Iteration 0F: 3 clusters Score -52098.75 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -52418.800781 Penalty: 2321.161865
	Iteration 1F: 3 clusters Score -52418.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -52512.320312 Penalty: 2321.161865
	Iteration 2F: 3 clusters Score -52512.32 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -52557.968750 Penalty: 2321.161865
	Iteration 3Q: 3 clusters Score -52557.97 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -52587.664062 Penalty: 2321.161865
	Iteration 4Q: 3 clusters Score -52587.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -52616.179688 Penalty: 2321.161865
	Iteration 5Q: 3 clusters Score -52616.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -52641.890625 Penalty: 2321.161865
	Iteration 6Q: 3 clusters Score -52641.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -52652.121094 Penalty: 2321.161865
	Iteration 7Q: 3 clusters Score -52652.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -52666.531250 Penalty: 2321.161865
	Iteration 8Q: 3 clusters Score -52666.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -52682.085938 Penalty: 2321.161865
	Iteration 9Q: 3 clusters Score -52682.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -52712.039062 Penalty: 2321.161865
	Iteration 10Q: 3 clusters Score -52712.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -52734.820312 Penalty: 2321.161865
	Iteration 11Q: 3 clusters Score -52734.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -52756.410156 Penalty: 2321.161865
	Iteration 12Q: 3 clusters Score -52756.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -52778.929688 Penalty: 2321.161865
	Iteration 13Q: 3 clusters Score -52778.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -52810.105469 Penalty: 2321.161865
	Iteration 14Q: 3 clusters Score -52810.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -52848.605469 Penalty: 2321.161865
	Iteration 15Q: 3 clusters Score -52848.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -52900.875000 Penalty: 2321.161865
	Iteration 16Q: 3 clusters Score -52900.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -52957.753906 Penalty: 2321.161865
	Iteration 17Q: 3 clusters Score -52957.75 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -53017.402344 Penalty: 2321.161865
	Iteration 18Q: 3 clusters Score -53017.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -53087.128906 Penalty: 2321.161865
	Iteration 19Q: 3 clusters Score -53087.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -53124.691406 Penalty: 2321.161865
	Iteration 20F: 3 clusters Score -53124.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -53148.796875 Penalty: 2321.161865
	Iteration 21Q: 3 clusters Score -53148.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -53178.675781 Penalty: 2321.161865
	Iteration 22Q: 3 clusters Score -53178.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -53207.738281 Penalty: 2321.161865
	Iteration 23Q: 3 clusters Score -53207.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -53238.222656 Penalty: 2321.161865
	Iteration 24Q: 3 clusters Score -53238.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -53247.656250 Penalty: 2321.161865
	Iteration 25Q: 3 clusters Score -53247.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -53250.812500 Penalty: 2321.161865
	Iteration 26Q: 3 clusters Score -53250.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -53252.023438 Penalty: 2321.161865
	Iteration 27Q: 3 clusters Score -53252.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -53252.503906 Penalty: 2321.161865
	Iteration 28Q: 3 clusters Score -53252.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -53252.503906 Penalty: 2321.161865
	Iteration 29F: 3 clusters Score -53252.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Entering Unmasked Estep 
Score: -1794930.250000 Penalty: 1689.342896
	Iteration 0F: 2 clusters Score -1794930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1772972.375000 Penalty: 3378.685791
	Iteration 0F: 3 clusters Score -1772972 nChanged 15004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -1781109.000000 Penalty: 3378.685791
	Iteration 1F: 3 clusters Score -1781109 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -1781439.500000 Penalty: 3378.685791
	Iteration 2Q: 3 clusters Score -1781440 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -1781752.125000 Penalty: 3378.685791
	Iteration 3Q: 3 clusters Score -1781752 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -1782052.125000 Penalty: 3378.685791
	Iteration 4Q: 3 clusters Score -1782052 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1782347.000000 Penalty: 3378.685791
	Iteration 5Q: 3 clusters Score -1782347 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -1782656.000000 Penalty: 3378.685791
	Iteration 6Q: 3 clusters Score -1782656 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1782995.000000 Penalty: 3378.685791
	Iteration 7Q: 3 clusters Score -1782995 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1783422.125000 Penalty: 3378.685791
	Iteration 8Q: 3 clusters Score -1783422 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1783947.500000 Penalty: 3378.685791
	Iteration 9Q: 3 clusters Score -1783948 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1784631.875000 Penalty: 3378.685791
	Iteration 10Q: 3 clusters Score -1784632 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1785574.000000 Penalty: 3378.685791
	Iteration 11Q: 3 clusters Score -1785574 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1786782.375000 Penalty: 3378.685791
	Iteration 12F: 3 clusters Score -1786782 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1788040.000000 Penalty: 3378.685791
	Iteration 13F: 3 clusters Score -1788040 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1789152.375000 Penalty: 3378.685791
	Iteration 14Q: 3 clusters Score -1789152 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1790152.000000 Penalty: 3378.685791
	Iteration 15Q: 3 clusters Score -1790152 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1790949.125000 Penalty: 3378.685791
	Iteration 16Q: 3 clusters Score -1790949 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1791525.500000 Penalty: 3378.685791
	Iteration 17Q: 3 clusters Score -1791526 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1791976.500000 Penalty: 3378.685791
	Iteration 18Q: 3 clusters Score -1791976 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1792307.250000 Penalty: 3378.685791
	Iteration 19Q: 3 clusters Score -1792307 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1792578.125000 Penalty: 3378.685791
	Iteration 20F: 3 clusters Score -1792578 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1792794.625000 Penalty: 3378.685791
	Iteration 21Q: 3 clusters Score -1792795 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1792993.875000 Penalty: 3378.685791
	Iteration 22Q: 3 clusters Score -1792994 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1793164.750000 Penalty: 3378.685791
	Iteration 23Q: 3 clusters Score -1793165 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1793271.875000 Penalty: 3378.685791
	Iteration 24Q: 3 clusters Score -1793272 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1793331.750000 Penalty: 3378.685791
	Iteration 25Q: 3 clusters Score -1793332 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1793380.625000 Penalty: 3378.685791
	Iteration 26Q: 3 clusters Score -1793381 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1793408.500000 Penalty: 3378.685791
	Iteration 27Q: 3 clusters Score -1793408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1793437.625000 Penalty: 3378.685791
	Iteration 28Q: 3 clusters Score -1793438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1793457.000000 Penalty: 3378.685791
	Iteration 29Q: 3 clusters Score -1793457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1793473.250000 Penalty: 3378.685791
	Iteration 30Q: 3 clusters Score -1793473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1793480.625000 Penalty: 3378.685791
	Iteration 31Q: 3 clusters Score -1793481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1793487.375000 Penalty: 3378.685791
	Iteration 32Q: 3 clusters Score -1793487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1793491.000000 Penalty: 3378.685791
	Iteration 33Q: 3 clusters Score -1793491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1793494.625000 Penalty: 3378.685791
	Iteration 34Q: 3 clusters Score -1793495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1793497.625000 Penalty: 3378.685791
	Iteration 35Q: 3 clusters Score -1793498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1793497.625000 Penalty: 3378.685791
	Iteration 36F: 3 clusters Score -1793498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Entering Unmasked Estep 
Score: -403983.000000 Penalty: 1461.149048
	Iteration 0F: 2 clusters Score -403983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -398060.343750 Penalty: 2922.298096
	Iteration 0F: 3 clusters Score -398060.3 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -399822.343750 Penalty: 2922.298096
	Iteration 1F: 3 clusters Score -399822.3 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -400093.093750 Penalty: 2922.298096
	Iteration 2F: 3 clusters Score -400093.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -400331.718750 Penalty: 2922.298096
	Iteration 3F: 3 clusters Score -400331.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -400630.593750 Penalty: 2922.298096
	Iteration 4F: 3 clusters Score -400630.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -401033.843750 Penalty: 2922.298096
	Iteration 5F: 3 clusters Score -401033.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -401578.406250 Penalty: 2922.298096
	Iteration 6F: 3 clusters Score -401578.4 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -402198.187500 Penalty: 2922.298096
	Iteration 7F: 3 clusters Score -402198.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -402648.062500 Penalty: 2922.298096
	Iteration 8F: 3 clusters Score -402648.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -402917.812500 Penalty: 2922.298096
	Iteration 9Q: 3 clusters Score -402917.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -403075.406250 Penalty: 2922.298096
	Iteration 10Q: 3 clusters Score -403075.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -403177.500000 Penalty: 2922.298096
	Iteration 11Q: 3 clusters Score -403177.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -403257.843750 Penalty: 2922.298096
	Iteration 12Q: 3 clusters Score -403257.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -403320.968750 Penalty: 2922.298096
	Iteration 13Q: 3 clusters Score -403321 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -403365.750000 Penalty: 2922.298096
	Iteration 14Q: 3 clusters Score -403365.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -403384.375000 Penalty: 2922.298096
	Iteration 15Q: 3 clusters Score -403384.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -403397.750000 Penalty: 2922.298096
	Iteration 16Q: 3 clusters Score -403397.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -403407.031250 Penalty: 2922.298096
	Iteration 17Q: 3 clusters Score -403407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -403416.031250 Penalty: 2922.298096
	Iteration 18Q: 3 clusters Score -403416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -403427.062500 Penalty: 2922.298096
	Iteration 19Q: 3 clusters Score -403427.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -403434.562500 Penalty: 2922.298096
	Iteration 20F: 3 clusters Score -403434.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -403442.187500 Penalty: 2922.298096
	Iteration 21Q: 3 clusters Score -403442.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -403447.375000 Penalty: 2922.298096
	Iteration 22Q: 3 clusters Score -403447.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -403451.125000 Penalty: 2922.298096
	Iteration 23Q: 3 clusters Score -403451.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -403453.843750 Penalty: 2922.298096
	Iteration 24Q: 3 clusters Score -403453.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -403457.156250 Penalty: 2922.298096
	Iteration 25Q: 3 clusters Score -403457.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -403461.375000 Penalty: 2922.298096
	Iteration 26Q: 3 clusters Score -403461.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -403461.562500 Penalty: 2922.298096
	Iteration 27Q: 3 clusters Score -403461.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -403462.625000 Penalty: 2922.298096
	Iteration 28Q: 3 clusters Score -403462.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -403461.968750 Penalty: 2922.298096
	Iteration 29Q: 3 clusters Score -403462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -403461.968750 Penalty: 2922.298096
	Iteration 30F: 3 clusters Score -403462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Entering Unmasked Estep 
Score: -641617.437500 Penalty: 1543.923584
	Iteration 0F: 2 clusters Score -641617.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -632218.062500 Penalty: 3087.847168
	Iteration 0F: 3 clusters Score -632218.1 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -635417.562500 Penalty: 3087.847168
	Iteration 1F: 3 clusters Score -635417.6 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -635707.625000 Penalty: 3087.847168
	Iteration 2F: 3 clusters Score -635707.6 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -635973.062500 Penalty: 3087.847168
	Iteration 3Q: 3 clusters Score -635973.1 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -636241.375000 Penalty: 3087.847168
	Iteration 4Q: 3 clusters Score -636241.4 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -636568.125000 Penalty: 3087.847168
	Iteration 5Q: 3 clusters Score -636568.1 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -637031.875000 Penalty: 3087.847168
	Iteration 6F: 3 clusters Score -637031.9 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -637681.312500 Penalty: 3087.847168
	Iteration 7F: 3 clusters Score -637681.3 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -638403.437500 Penalty: 3087.847168
	Iteration 8F: 3 clusters Score -638403.4 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -639005.625000 Penalty: 3087.847168
	Iteration 9F: 3 clusters Score -639005.6 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -639402.500000 Penalty: 3087.847168
	Iteration 10Q: 3 clusters Score -639402.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -639668.125000 Penalty: 3087.847168
	Iteration 11Q: 3 clusters Score -639668.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -639849.500000 Penalty: 3087.847168
	Iteration 12Q: 3 clusters Score -639849.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -639962.812500 Penalty: 3087.847168
	Iteration 13Q: 3 clusters Score -639962.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -640041.812500 Penalty: 3087.847168
	Iteration 14Q: 3 clusters Score -640041.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -640111.937500 Penalty: 3087.847168
	Iteration 15Q: 3 clusters Score -640111.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -640183.375000 Penalty: 3087.847168
	Iteration 16Q: 3 clusters Score -640183.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -640244.312500 Penalty: 3087.847168
	Iteration 17Q: 3 clusters Score -640244.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -640298.500000 Penalty: 3087.847168
	Iteration 18Q: 3 clusters Score -640298.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -640342.500000 Penalty: 3087.847168
	Iteration 19Q: 3 clusters Score -640342.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -640375.875000 Penalty: 3087.847168
	Iteration 20F: 3 clusters Score -640375.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -640399.000000 Penalty: 3087.847168
	Iteration 21Q: 3 clusters Score -640399 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -640419.812500 Penalty: 3087.847168
	Iteration 22Q: 3 clusters Score -640419.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -640434.750000 Penalty: 3087.847168
	Iteration 23Q: 3 clusters Score -640434.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -640454.125000 Penalty: 3087.847168
	Iteration 24Q: 3 clusters Score -640454.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -640469.500000 Penalty: 3087.847168
	Iteration 25Q: 3 clusters Score -640469.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -640485.812500 Penalty: 3087.847168
	Iteration 26Q: 3 clusters Score -640485.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -640497.687500 Penalty: 3087.847168
	Iteration 27Q: 3 clusters Score -640497.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -640504.312500 Penalty: 3087.847168
	Iteration 28Q: 3 clusters Score -640504.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -640513.000000 Penalty: 3087.847168
	Iteration 29Q: 3 clusters Score -640513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -640518.250000 Penalty: 3087.847168
	Iteration 30Q: 3 clusters Score -640518.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -640521.125000 Penalty: 3087.847168
	Iteration 31Q: 3 clusters Score -640521.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -640524.062500 Penalty: 3087.847168
	Iteration 32Q: 3 clusters Score -640524.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -640527.125000 Penalty: 3087.847168
	Iteration 33Q: 3 clusters Score -640527.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -640528.875000 Penalty: 3087.847168
	Iteration 34Q: 3 clusters Score -640528.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -640527.812500 Penalty: 3087.847168
	Iteration 35Q: 3 clusters Score -640527.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -640528.187500 Penalty: 3087.847168
	Iteration 36Q: 3 clusters Score -640528.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -640529.250000 Penalty: 3087.847168
	Iteration 37Q: 3 clusters Score -640529.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -640528.375000 Penalty: 3087.847168
	Iteration 38Q: 3 clusters Score -640528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -640529.562500 Penalty: 3087.847168
	Iteration 39Q: 3 clusters Score -640529.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -640529.812500 Penalty: 3087.847168
	Iteration 40F: 3 clusters Score -640529.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -640530.375000 Penalty: 3087.847168
	Iteration 41Q: 3 clusters Score -640530.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -640530.437500 Penalty: 3087.847168
	Iteration 42Q: 3 clusters Score -640530.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -640530.125000 Penalty: 3087.847168
	Iteration 43Q: 3 clusters Score -640530.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -640530.125000 Penalty: 3087.847168
	Iteration 44F: 3 clusters Score -640530.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Entering Unmasked Estep 
Score: -2287459.500000 Penalty: 1728.373291
	Iteration 0F: 2 clusters Score -2287460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2259765.000000 Penalty: 3456.746582
	Iteration 0F: 3 clusters Score -2259765 nChanged 19262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -2270538.500000 Penalty: 3456.746582
	Iteration 1F: 3 clusters Score -2270538 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2271012.750000 Penalty: 3456.746582
	Iteration 2Q: 3 clusters Score -2271013 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2271603.250000 Penalty: 3456.746582
	Iteration 3Q: 3 clusters Score -2271603 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2272290.500000 Penalty: 3456.746582
	Iteration 4Q: 3 clusters Score -2272290 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2273157.750000 Penalty: 3456.746582
	Iteration 5Q: 3 clusters Score -2273158 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2274270.500000 Penalty: 3456.746582
	Iteration 6Q: 3 clusters Score -2274270 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -2275681.250000 Penalty: 3456.746582
	Iteration 7F: 3 clusters Score -2275681 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2277502.000000 Penalty: 3456.746582
	Iteration 8F: 3 clusters Score -2277502 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2279321.500000 Penalty: 3456.746582
	Iteration 9F: 3 clusters Score -2279322 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2280736.500000 Penalty: 3456.746582
	Iteration 10F: 3 clusters Score -2280736 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2281587.750000 Penalty: 3456.746582
	Iteration 11Q: 3 clusters Score -2281588 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2282067.250000 Penalty: 3456.746582
	Iteration 12Q: 3 clusters Score -2282067 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2282390.500000 Penalty: 3456.746582
	Iteration 13Q: 3 clusters Score -2282390 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2282656.250000 Penalty: 3456.746582
	Iteration 14Q: 3 clusters Score -2282656 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2282884.750000 Penalty: 3456.746582
	Iteration 15Q: 3 clusters Score -2282885 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2283074.000000 Penalty: 3456.746582
	Iteration 16Q: 3 clusters Score -2283074 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2283284.250000 Penalty: 3456.746582
	Iteration 17Q: 3 clusters Score -2283284 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2283488.000000 Penalty: 3456.746582
	Iteration 18Q: 3 clusters Score -2283488 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2283684.250000 Penalty: 3456.746582
	Iteration 19Q: 3 clusters Score -2283684 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2283904.000000 Penalty: 3456.746582
	Iteration 20F: 3 clusters Score -2283904 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2284101.250000 Penalty: 3456.746582
	Iteration 21Q: 3 clusters Score -2284101 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2284274.000000 Penalty: 3456.746582
	Iteration 22Q: 3 clusters Score -2284274 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2284471.750000 Penalty: 3456.746582
	Iteration 23Q: 3 clusters Score -2284472 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2284646.750000 Penalty: 3456.746582
	Iteration 24Q: 3 clusters Score -2284647 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2284826.250000 Penalty: 3456.746582
	Iteration 25Q: 3 clusters Score -2284826 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2284977.250000 Penalty: 3456.746582
	Iteration 26Q: 3 clusters Score -2284977 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2285119.750000 Penalty: 3456.746582
	Iteration 27Q: 3 clusters Score -2285120 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2285282.750000 Penalty: 3456.746582
	Iteration 28Q: 3 clusters Score -2285283 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2285421.250000 Penalty: 3456.746582
	Iteration 29Q: 3 clusters Score -2285421 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2285528.250000 Penalty: 3456.746582
	Iteration 30Q: 3 clusters Score -2285528 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2285605.000000 Penalty: 3456.746582
	Iteration 31Q: 3 clusters Score -2285605 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2285661.500000 Penalty: 3456.746582
	Iteration 32Q: 3 clusters Score -2285662 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2285710.250000 Penalty: 3456.746582
	Iteration 33Q: 3 clusters Score -2285710 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2285753.500000 Penalty: 3456.746582
	Iteration 34Q: 3 clusters Score -2285754 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2285797.500000 Penalty: 3456.746582
	Iteration 35Q: 3 clusters Score -2285798 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2285825.500000 Penalty: 3456.746582
	Iteration 36Q: 3 clusters Score -2285826 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2285861.000000 Penalty: 3456.746582
	Iteration 37Q: 3 clusters Score -2285861 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2285888.750000 Penalty: 3456.746582
	Iteration 38Q: 3 clusters Score -2285889 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2285923.750000 Penalty: 3456.746582
	Iteration 39Q: 3 clusters Score -2285924 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2285938.750000 Penalty: 3456.746582
	Iteration 40F: 3 clusters Score -2285939 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2285958.500000 Penalty: 3456.746582
	Iteration 41Q: 3 clusters Score -2285958 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2285969.250000 Penalty: 3456.746582
	Iteration 42Q: 3 clusters Score -2285969 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2285985.250000 Penalty: 3456.746582
	Iteration 43Q: 3 clusters Score -2285985 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2285991.000000 Penalty: 3456.746582
	Iteration 44Q: 3 clusters Score -2285991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2285997.750000 Penalty: 3456.746582
	Iteration 45Q: 3 clusters Score -2285998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2286003.250000 Penalty: 3456.746582
	Iteration 46Q: 3 clusters Score -2286003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2286007.000000 Penalty: 3456.746582
	Iteration 47Q: 3 clusters Score -2286007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2286006.500000 Penalty: 3456.746582
	Iteration 48Q: 3 clusters Score -2286006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2286006.500000 Penalty: 3456.746582
	Iteration 49Q: 3 clusters Score -2286006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2286010.250000 Penalty: 3456.746582
	Iteration 50Q: 3 clusters Score -2286010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2286013.000000 Penalty: 3456.746582
	Iteration 51Q: 3 clusters Score -2286013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2286012.750000 Penalty: 3456.746582
	Iteration 52Q: 3 clusters Score -2286013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2286016.500000 Penalty: 3456.746582
	Iteration 53Q: 3 clusters Score -2286016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2286014.000000 Penalty: 3456.746582
	Iteration 54Q: 3 clusters Score -2286014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2286015.500000 Penalty: 3456.746582
	Iteration 55Q: 3 clusters Score -2286016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2286015.250000 Penalty: 3456.746582
	Iteration 56Q: 3 clusters Score -2286015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2286018.750000 Penalty: 3456.746582
	Iteration 57Q: 3 clusters Score -2286019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2286021.500000 Penalty: 3456.746582
	Iteration 58Q: 3 clusters Score -2286022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2286022.500000 Penalty: 3456.746582
	Iteration 59Q: 3 clusters Score -2286022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2286021.250000 Penalty: 3456.746582
	Iteration 60F: 3 clusters Score -2286021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2286021.750000 Penalty: 3456.746582
	Iteration 61Q: 3 clusters Score -2286022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2286023.000000 Penalty: 3456.746582
	Iteration 62Q: 3 clusters Score -2286023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2286023.000000 Penalty: 3456.746582
	Iteration 63F: 3 clusters Score -2286023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (215966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215966 members 
Entering Unmasked Estep 
Score: -11649052.000000 Penalty: 1995.967407
	Iteration 0F: 2 clusters Score -1.164905e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108300 members 
Mstep: Class 2 contains 107666 members 
Entering Unmasked Estep 
Score: -11504384.000000 Penalty: 3991.934814
	Iteration 0F: 3 clusters Score -1.150438e+07 nChanged 104358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114032 members 
Mstep: Class 2 contains 101934 members 
Entering Unmasked Estep 
Score: -11566776.000000 Penalty: 3991.934814
	Iteration 1F: 3 clusters Score -1.156678e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116914 members 
Mstep: Class 2 contains 99052 members 
Entering Unmasked Estep 
Score: -11568646.000000 Penalty: 3991.934814
	Iteration 2Q: 3 clusters Score -1.156865e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121298 members 
Mstep: Class 2 contains 94668 members 
Entering Unmasked Estep 
Score: -11571158.000000 Penalty: 3991.934814
	Iteration 3Q: 3 clusters Score -1.157116e+07 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127727 members 
Mstep: Class 2 contains 88239 members 
Entering Unmasked Estep 
Score: -11574697.000000 Penalty: 3991.934814
	Iteration 4Q: 3 clusters Score -1.15747e+07 nChanged 10729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137054 members 
Mstep: Class 2 contains 78912 members 
Entering Unmasked Estep 
Score: -11580474.000000 Penalty: 3991.934814
	Iteration 5Q: 3 clusters Score -1.158047e+07 nChanged 13316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149700 members 
Mstep: Class 2 contains 66266 members 
Entering Unmasked Estep 
Score: -11589806.000000 Penalty: 3991.934814
	Iteration 6F: 3 clusters Score -1.158981e+07 nChanged 16263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165747 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -11603403.000000 Penalty: 3991.934814
	Iteration 7F: 3 clusters Score -1.16034e+07 nChanged 16953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182670 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -11618805.000000 Penalty: 3991.934814
	Iteration 8F: 3 clusters Score -1.16188e+07 nChanged 14162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196830 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -11631832.000000 Penalty: 3991.934814
	Iteration 9F: 3 clusters Score -1.163183e+07 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206096 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -11639972.000000 Penalty: 3991.934814
	Iteration 10Q: 3 clusters Score -1.163997e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210954 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -11644123.000000 Penalty: 3991.934814
	Iteration 11Q: 3 clusters Score -1.164412e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213247 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -11645896.000000 Penalty: 3991.934814
	Iteration 12Q: 3 clusters Score -1.16459e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214314 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -11646580.000000 Penalty: 3991.934814
	Iteration 13Q: 3 clusters Score -1.164658e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214782 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -11646896.000000 Penalty: 3991.934814
	Iteration 14Q: 3 clusters Score -1.16469e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215029 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -11647049.000000 Penalty: 3991.934814
	Iteration 15Q: 3 clusters Score -1.164705e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215162 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -11647123.000000 Penalty: 3991.934814
	Iteration 16Q: 3 clusters Score -1.164712e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215236 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -11647191.000000 Penalty: 3991.934814
	Iteration 17Q: 3 clusters Score -1.164719e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215301 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -11647247.000000 Penalty: 3991.934814
	Iteration 18Q: 3 clusters Score -1.164725e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215331 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -11647291.000000 Penalty: 3991.934814
	Iteration 19Q: 3 clusters Score -1.164729e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215356 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -11647319.000000 Penalty: 3991.934814
	Iteration 20F: 3 clusters Score -1.164732e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215372 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11647330.000000 Penalty: 3991.934814
	Iteration 21Q: 3 clusters Score -1.164733e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215388 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -11647337.000000 Penalty: 3991.934814
	Iteration 22Q: 3 clusters Score -1.164734e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215397 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -11647344.000000 Penalty: 3991.934814
	Iteration 23Q: 3 clusters Score -1.164734e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215404 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -11647360.000000 Penalty: 3991.934814
	Iteration 24Q: 3 clusters Score -1.164736e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215413 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -11647358.000000 Penalty: 3991.934814
	Iteration 25Q: 3 clusters Score -1.164736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215414 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -11647363.000000 Penalty: 3991.934814
	Iteration 26Q: 3 clusters Score -1.164736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215416 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -11647365.000000 Penalty: 3991.934814
	Iteration 27Q: 3 clusters Score -1.164736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215422 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -11647379.000000 Penalty: 3991.934814
	Iteration 28Q: 3 clusters Score -1.164738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215421 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -11647385.000000 Penalty: 3991.934814
	Iteration 29Q: 3 clusters Score -1.164738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215425 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -11647379.000000 Penalty: 3991.934814
	Iteration 30Q: 3 clusters Score -1.164738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215429 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11647384.000000 Penalty: 3991.934814
	Iteration 31Q: 3 clusters Score -1.164738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215431 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -11647391.000000 Penalty: 3991.934814
	Iteration 32Q: 3 clusters Score -1.164739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215432 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -11647392.000000 Penalty: 3991.934814
	Iteration 33Q: 3 clusters Score -1.164739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215430 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -11647391.000000 Penalty: 3991.934814
	Iteration 34Q: 3 clusters Score -1.164739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215434 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -11647394.000000 Penalty: 3991.934814
	Iteration 35Q: 3 clusters Score -1.164739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215431 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -11647395.000000 Penalty: 3991.934814
	Iteration 36Q: 3 clusters Score -1.16474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215431 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -11647395.000000 Penalty: 3991.934814
	Iteration 37F: 3 clusters Score -1.16474e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Entering Unmasked Estep 
Score: -108053.515625 Penalty: 1269.511475
	Iteration 0F: 2 clusters Score -108053.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -105702.789062 Penalty: 2539.022949
	Iteration 0F: 3 clusters Score -105702.8 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -106264.921875 Penalty: 2539.022949
	Iteration 1F: 3 clusters Score -106264.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -106396.664062 Penalty: 2539.022949
	Iteration 2F: 3 clusters Score -106396.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -106465.671875 Penalty: 2539.022949
	Iteration 3Q: 3 clusters Score -106465.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -106510.007812 Penalty: 2539.022949
	Iteration 4Q: 3 clusters Score -106510 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -106545.921875 Penalty: 2539.022949
	Iteration 5Q: 3 clusters Score -106545.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -106581.437500 Penalty: 2539.022949
	Iteration 6Q: 3 clusters Score -106581.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -106617.625000 Penalty: 2539.022949
	Iteration 7Q: 3 clusters Score -106617.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -106652.789062 Penalty: 2539.022949
	Iteration 8Q: 3 clusters Score -106652.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -106697.414062 Penalty: 2539.022949
	Iteration 9Q: 3 clusters Score -106697.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -106746.039062 Penalty: 2539.022949
	Iteration 10Q: 3 clusters Score -106746 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -106788.914062 Penalty: 2539.022949
	Iteration 11Q: 3 clusters Score -106788.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -106820.960938 Penalty: 2539.022949
	Iteration 12Q: 3 clusters Score -106821 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -106848.671875 Penalty: 2539.022949
	Iteration 13Q: 3 clusters Score -106848.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -106878.093750 Penalty: 2539.022949
	Iteration 14Q: 3 clusters Score -106878.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -106900.539062 Penalty: 2539.022949
	Iteration 15Q: 3 clusters Score -106900.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -106920.164062 Penalty: 2539.022949
	Iteration 16Q: 3 clusters Score -106920.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -106941.281250 Penalty: 2539.022949
	Iteration 17Q: 3 clusters Score -106941.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -106960.593750 Penalty: 2539.022949
	Iteration 18Q: 3 clusters Score -106960.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -106987.750000 Penalty: 2539.022949
	Iteration 19Q: 3 clusters Score -106987.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -107005.351562 Penalty: 2539.022949
	Iteration 20F: 3 clusters Score -107005.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -107020.265625 Penalty: 2539.022949
	Iteration 21Q: 3 clusters Score -107020.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -107037.023438 Penalty: 2539.022949
	Iteration 22Q: 3 clusters Score -107037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -107055.500000 Penalty: 2539.022949
	Iteration 23Q: 3 clusters Score -107055.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -107066.648438 Penalty: 2539.022949
	Iteration 24Q: 3 clusters Score -107066.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -107074.031250 Penalty: 2539.022949
	Iteration 25Q: 3 clusters Score -107074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -107078.703125 Penalty: 2539.022949
	Iteration 26Q: 3 clusters Score -107078.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -107083.273438 Penalty: 2539.022949
	Iteration 27Q: 3 clusters Score -107083.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -107088.445312 Penalty: 2539.022949
	Iteration 28Q: 3 clusters Score -107088.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -107092.164062 Penalty: 2539.022949
	Iteration 29Q: 3 clusters Score -107092.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -107096.046875 Penalty: 2539.022949
	Iteration 30Q: 3 clusters Score -107096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -107101.367188 Penalty: 2539.022949
	Iteration 31Q: 3 clusters Score -107101.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -107102.984375 Penalty: 2539.022949
	Iteration 32Q: 3 clusters Score -107103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -107104.507812 Penalty: 2539.022949
	Iteration 33Q: 3 clusters Score -107104.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -107106.242188 Penalty: 2539.022949
	Iteration 34Q: 3 clusters Score -107106.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -107108.789062 Penalty: 2539.022949
	Iteration 35Q: 3 clusters Score -107108.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -107111.781250 Penalty: 2539.022949
	Iteration 36Q: 3 clusters Score -107111.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -107118.007812 Penalty: 2539.022949
	Iteration 37Q: 3 clusters Score -107118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -107122.218750 Penalty: 2539.022949
	Iteration 38Q: 3 clusters Score -107122.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -107126.609375 Penalty: 2539.022949
	Iteration 39Q: 3 clusters Score -107126.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -107131.156250 Penalty: 2539.022949
	Iteration 40F: 3 clusters Score -107131.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -107133.687500 Penalty: 2539.022949
	Iteration 41Q: 3 clusters Score -107133.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -107141.617188 Penalty: 2539.022949
	Iteration 42Q: 3 clusters Score -107141.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -107154.687500 Penalty: 2539.022949
	Iteration 43Q: 3 clusters Score -107154.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -107162.601562 Penalty: 2539.022949
	Iteration 44Q: 3 clusters Score -107162.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -107166.765625 Penalty: 2539.022949
	Iteration 45Q: 3 clusters Score -107166.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -107171.476562 Penalty: 2539.022949
	Iteration 46Q: 3 clusters Score -107171.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -107175.757812 Penalty: 2539.022949
	Iteration 47Q: 3 clusters Score -107175.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -107176.734375 Penalty: 2539.022949
	Iteration 48Q: 3 clusters Score -107176.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -107176.984375 Penalty: 2539.022949
	Iteration 49Q: 3 clusters Score -107177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -107177.539062 Penalty: 2539.022949
	Iteration 50Q: 3 clusters Score -107177.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -107178.843750 Penalty: 2539.022949
	Iteration 51Q: 3 clusters Score -107178.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -107179.148438 Penalty: 2539.022949
	Iteration 52Q: 3 clusters Score -107179.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -107179.148438 Penalty: 2539.022949
	Iteration 53F: 3 clusters Score -107179.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Entering Unmasked Estep 
Score: -456443.843750 Penalty: 1487.659546
	Iteration 0F: 2 clusters Score -456443.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -449636.781250 Penalty: 2975.319092
	Iteration 0F: 3 clusters Score -449636.8 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -451985.218750 Penalty: 2975.319092
	Iteration 1F: 3 clusters Score -451985.2 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -452451.031250 Penalty: 2975.319092
	Iteration 2F: 3 clusters Score -452451 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -452844.000000 Penalty: 2975.319092
	Iteration 3F: 3 clusters Score -452844 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -453182.718750 Penalty: 2975.319092
	Iteration 4F: 3 clusters Score -453182.7 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -453520.406250 Penalty: 2975.319092
	Iteration 5F: 3 clusters Score -453520.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -453896.218750 Penalty: 2975.319092
	Iteration 6F: 3 clusters Score -453896.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -454326.843750 Penalty: 2975.319092
	Iteration 7F: 3 clusters Score -454326.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -454779.125000 Penalty: 2975.319092
	Iteration 8F: 3 clusters Score -454779.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -455190.437500 Penalty: 2975.319092
	Iteration 9F: 3 clusters Score -455190.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -455491.875000 Penalty: 2975.319092
	Iteration 10Q: 3 clusters Score -455491.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -455720.093750 Penalty: 2975.319092
	Iteration 11Q: 3 clusters Score -455720.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -455879.656250 Penalty: 2975.319092
	Iteration 12Q: 3 clusters Score -455879.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -455977.156250 Penalty: 2975.319092
	Iteration 13Q: 3 clusters Score -455977.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -456036.218750 Penalty: 2975.319092
	Iteration 14Q: 3 clusters Score -456036.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -456076.375000 Penalty: 2975.319092
	Iteration 15Q: 3 clusters Score -456076.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -456103.906250 Penalty: 2975.319092
	Iteration 16Q: 3 clusters Score -456103.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -456127.656250 Penalty: 2975.319092
	Iteration 17Q: 3 clusters Score -456127.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -456147.218750 Penalty: 2975.319092
	Iteration 18Q: 3 clusters Score -456147.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -456165.218750 Penalty: 2975.319092
	Iteration 19Q: 3 clusters Score -456165.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -456177.531250 Penalty: 2975.319092
	Iteration 20F: 3 clusters Score -456177.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -456190.500000 Penalty: 2975.319092
	Iteration 21Q: 3 clusters Score -456190.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -456201.218750 Penalty: 2975.319092
	Iteration 22Q: 3 clusters Score -456201.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -456210.500000 Penalty: 2975.319092
	Iteration 23Q: 3 clusters Score -456210.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -456217.500000 Penalty: 2975.319092
	Iteration 24Q: 3 clusters Score -456217.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -456222.531250 Penalty: 2975.319092
	Iteration 25Q: 3 clusters Score -456222.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -456223.718750 Penalty: 2975.319092
	Iteration 26Q: 3 clusters Score -456223.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -456224.906250 Penalty: 2975.319092
	Iteration 27Q: 3 clusters Score -456224.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -456228.562500 Penalty: 2975.319092
	Iteration 28Q: 3 clusters Score -456228.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -456228.968750 Penalty: 2975.319092
	Iteration 29Q: 3 clusters Score -456229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -456231.093750 Penalty: 2975.319092
	Iteration 30Q: 3 clusters Score -456231.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -456232.750000 Penalty: 2975.319092
	Iteration 31Q: 3 clusters Score -456232.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -456232.281250 Penalty: 2975.319092
	Iteration 32Q: 3 clusters Score -456232.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -456233.312500 Penalty: 2975.319092
	Iteration 33Q: 3 clusters Score -456233.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -456233.312500 Penalty: 2975.319092
	Iteration 34Q: 3 clusters Score -456233.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -456233.312500 Penalty: 2975.319092
	Iteration 35Q: 3 clusters Score -456233.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -456232.500000 Penalty: 2975.319092
	Iteration 36Q: 3 clusters Score -456232.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -456233.156250 Penalty: 2975.319092
	Iteration 37Q: 3 clusters Score -456233.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -456233.343750 Penalty: 2975.319092
	Iteration 38Q: 3 clusters Score -456233.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -456233.750000 Penalty: 2975.319092
	Iteration 39Q: 3 clusters Score -456233.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -456234.250000 Penalty: 2975.319092
	Iteration 40F: 3 clusters Score -456234.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -456234.625000 Penalty: 2975.319092
	Iteration 41Q: 3 clusters Score -456234.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -456235.375000 Penalty: 2975.319092
	Iteration 42Q: 3 clusters Score -456235.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -456235.875000 Penalty: 2975.319092
	Iteration 43Q: 3 clusters Score -456235.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -456236.187500 Penalty: 2975.319092
	Iteration 44Q: 3 clusters Score -456236.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -456236.187500 Penalty: 2975.319092
	Iteration 45F: 3 clusters Score -456236.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Entering Unmasked Estep 
Score: -506424.437500 Penalty: 1495.979980
	Iteration 0F: 2 clusters Score -506424.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -499245.125000 Penalty: 2991.959961
	Iteration 0F: 3 clusters Score -499245.1 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -501550.281250 Penalty: 2991.959961
	Iteration 1F: 3 clusters Score -501550.3 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -501873.968750 Penalty: 2991.959961
	Iteration 2F: 3 clusters Score -501874 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -502181.656250 Penalty: 2991.959961
	Iteration 3F: 3 clusters Score -502181.7 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -502508.593750 Penalty: 2991.959961
	Iteration 4F: 3 clusters Score -502508.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -502840.281250 Penalty: 2991.959961
	Iteration 5F: 3 clusters Score -502840.3 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -503158.687500 Penalty: 2991.959961
	Iteration 6F: 3 clusters Score -503158.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -503439.218750 Penalty: 2991.959961
	Iteration 7F: 3 clusters Score -503439.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -503696.875000 Penalty: 2991.959961
	Iteration 8Q: 3 clusters Score -503696.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -503909.000000 Penalty: 2991.959961
	Iteration 9Q: 3 clusters Score -503909 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -504124.250000 Penalty: 2991.959961
	Iteration 10Q: 3 clusters Score -504124.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -504295.156250 Penalty: 2991.959961
	Iteration 11Q: 3 clusters Score -504295.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -504466.031250 Penalty: 2991.959961
	Iteration 12Q: 3 clusters Score -504466 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -504609.750000 Penalty: 2991.959961
	Iteration 13Q: 3 clusters Score -504609.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -504700.312500 Penalty: 2991.959961
	Iteration 14Q: 3 clusters Score -504700.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -504795.625000 Penalty: 2991.959961
	Iteration 15Q: 3 clusters Score -504795.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -504868.531250 Penalty: 2991.959961
	Iteration 16Q: 3 clusters Score -504868.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -504925.468750 Penalty: 2991.959961
	Iteration 17Q: 3 clusters Score -504925.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -504980.312500 Penalty: 2991.959961
	Iteration 18Q: 3 clusters Score -504980.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -505023.781250 Penalty: 2991.959961
	Iteration 19Q: 3 clusters Score -505023.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -505055.312500 Penalty: 2991.959961
	Iteration 20F: 3 clusters Score -505055.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -505075.687500 Penalty: 2991.959961
	Iteration 21Q: 3 clusters Score -505075.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -505099.406250 Penalty: 2991.959961
	Iteration 22Q: 3 clusters Score -505099.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -505117.218750 Penalty: 2991.959961
	Iteration 23Q: 3 clusters Score -505117.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -505131.781250 Penalty: 2991.959961
	Iteration 24Q: 3 clusters Score -505131.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -505140.906250 Penalty: 2991.959961
	Iteration 25Q: 3 clusters Score -505140.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -505151.687500 Penalty: 2991.959961
	Iteration 26Q: 3 clusters Score -505151.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -505163.937500 Penalty: 2991.959961
	Iteration 27Q: 3 clusters Score -505163.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -505172.187500 Penalty: 2991.959961
	Iteration 28Q: 3 clusters Score -505172.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -505179.218750 Penalty: 2991.959961
	Iteration 29Q: 3 clusters Score -505179.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -505182.125000 Penalty: 2991.959961
	Iteration 30Q: 3 clusters Score -505182.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -505189.656250 Penalty: 2991.959961
	Iteration 31Q: 3 clusters Score -505189.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -505202.968750 Penalty: 2991.959961
	Iteration 32Q: 3 clusters Score -505203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -505214.937500 Penalty: 2991.959961
	Iteration 33Q: 3 clusters Score -505214.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -505221.312500 Penalty: 2991.959961
	Iteration 34Q: 3 clusters Score -505221.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -505226.312500 Penalty: 2991.959961
	Iteration 35Q: 3 clusters Score -505226.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -505227.062500 Penalty: 2991.959961
	Iteration 36Q: 3 clusters Score -505227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -505228.312500 Penalty: 2991.959961
	Iteration 37Q: 3 clusters Score -505228.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -505228.187500 Penalty: 2991.959961
	Iteration 38Q: 3 clusters Score -505228.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -505228.187500 Penalty: 2991.959961
	Iteration 39F: 3 clusters Score -505228.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Entering Unmasked Estep 
Score: -85665.890625 Penalty: 1220.355957
	Iteration 0F: 2 clusters Score -85665.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -83669.929688 Penalty: 2440.711914
	Iteration 0F: 3 clusters Score -83669.93 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -84240.921875 Penalty: 2440.711914
	Iteration 1F: 3 clusters Score -84240.92 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -84538.000000 Penalty: 2440.711914
	Iteration 2F: 3 clusters Score -84538 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -84730.390625 Penalty: 2440.711914
	Iteration 3F: 3 clusters Score -84730.39 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -84853.375000 Penalty: 2440.711914
	Iteration 4F: 3 clusters Score -84853.38 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -84941.312500 Penalty: 2440.711914
	Iteration 5Q: 3 clusters Score -84941.31 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -85016.296875 Penalty: 2440.711914
	Iteration 6Q: 3 clusters Score -85016.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -85072.257812 Penalty: 2440.711914
	Iteration 7Q: 3 clusters Score -85072.26 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -85114.671875 Penalty: 2440.711914
	Iteration 8Q: 3 clusters Score -85114.67 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -85141.078125 Penalty: 2440.711914
	Iteration 9Q: 3 clusters Score -85141.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -85160.703125 Penalty: 2440.711914
	Iteration 10Q: 3 clusters Score -85160.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -85179.937500 Penalty: 2440.711914
	Iteration 11Q: 3 clusters Score -85179.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -85196.554688 Penalty: 2440.711914
	Iteration 12Q: 3 clusters Score -85196.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -85207.679688 Penalty: 2440.711914
	Iteration 13Q: 3 clusters Score -85207.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -85217.851562 Penalty: 2440.711914
	Iteration 14Q: 3 clusters Score -85217.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -85226.273438 Penalty: 2440.711914
	Iteration 15Q: 3 clusters Score -85226.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -85232.570312 Penalty: 2440.711914
	Iteration 16Q: 3 clusters Score -85232.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -85234.257812 Penalty: 2440.711914
	Iteration 17Q: 3 clusters Score -85234.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -85236.250000 Penalty: 2440.711914
	Iteration 18Q: 3 clusters Score -85236.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -85236.835938 Penalty: 2440.711914
	Iteration 19Q: 3 clusters Score -85236.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -85236.835938 Penalty: 2440.711914
	Iteration 20F: 3 clusters Score -85236.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (77052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77052 members 
Entering Unmasked Estep 
Score: -4137629.000000 Penalty: 1828.488281
	Iteration 0F: 2 clusters Score -4137629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -4086248.750000 Penalty: 3656.976562
	Iteration 0F: 3 clusters Score -4086249 nChanged 36578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -4108765.750000 Penalty: 3656.976562
	Iteration 1F: 3 clusters Score -4108766 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -4110870.250000 Penalty: 3656.976562
	Iteration 2F: 3 clusters Score -4110870 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -4113638.250000 Penalty: 3656.976562
	Iteration 3F: 3 clusters Score -4113638 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 52507 members 
Entering Unmasked Estep 
Score: -4116844.750000 Penalty: 3656.976562
	Iteration 4F: 3 clusters Score -4116845 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 57006 members 
Entering Unmasked Estep 
Score: -4120494.750000 Penalty: 3656.976562
	Iteration 5F: 3 clusters Score -4120495 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 61738 members 
Entering Unmasked Estep 
Score: -4124398.000000 Penalty: 3656.976562
	Iteration 6F: 3 clusters Score -4124398 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 66173 members 
Entering Unmasked Estep 
Score: -4128315.500000 Penalty: 3656.976562
	Iteration 7F: 3 clusters Score -4128316 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 69742 members 
Entering Unmasked Estep 
Score: -4131504.000000 Penalty: 3656.976562
	Iteration 8Q: 3 clusters Score -4131504 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 72106 members 
Entering Unmasked Estep 
Score: -4133671.000000 Penalty: 3656.976562
	Iteration 9Q: 3 clusters Score -4133671 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 73444 members 
Entering Unmasked Estep 
Score: -4134908.000000 Penalty: 3656.976562
	Iteration 10Q: 3 clusters Score -4134908 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 74159 members 
Entering Unmasked Estep 
Score: -4135593.750000 Penalty: 3656.976562
	Iteration 11Q: 3 clusters Score -4135594 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 74558 members 
Entering Unmasked Estep 
Score: -4135931.000000 Penalty: 3656.976562
	Iteration 12Q: 3 clusters Score -4135931 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 74816 members 
Entering Unmasked Estep 
Score: -4136125.000000 Penalty: 3656.976562
	Iteration 13Q: 3 clusters Score -4136125 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 74980 members 
Entering Unmasked Estep 
Score: -4136209.250000 Penalty: 3656.976562
	Iteration 14Q: 3 clusters Score -4136209 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 75110 members 
Entering Unmasked Estep 
Score: -4136258.750000 Penalty: 3656.976562
	Iteration 15Q: 3 clusters Score -4136259 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 75237 members 
Entering Unmasked Estep 
Score: -4136327.750000 Penalty: 3656.976562
	Iteration 16Q: 3 clusters Score -4136328 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 75337 members 
Entering Unmasked Estep 
Score: -4136379.500000 Penalty: 3656.976562
	Iteration 17Q: 3 clusters Score -4136380 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 75411 members 
Entering Unmasked Estep 
Score: -4136410.250000 Penalty: 3656.976562
	Iteration 18Q: 3 clusters Score -4136410 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 75469 members 
Entering Unmasked Estep 
Score: -4136436.750000 Penalty: 3656.976562
	Iteration 19Q: 3 clusters Score -4136437 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 75512 members 
Entering Unmasked Estep 
Score: -4136446.500000 Penalty: 3656.976562
	Iteration 20F: 3 clusters Score -4136446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 75542 members 
Entering Unmasked Estep 
Score: -4136451.750000 Penalty: 3656.976562
	Iteration 21Q: 3 clusters Score -4136452 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 75569 members 
Entering Unmasked Estep 
Score: -4136462.250000 Penalty: 3656.976562
	Iteration 22Q: 3 clusters Score -4136462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 75596 members 
Entering Unmasked Estep 
Score: -4136458.500000 Penalty: 3656.976562
	Iteration 23Q: 3 clusters Score -4136458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 75615 members 
Entering Unmasked Estep 
Score: -4136467.250000 Penalty: 3656.976562
	Iteration 24Q: 3 clusters Score -4136467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 75629 members 
Entering Unmasked Estep 
Score: -4136475.000000 Penalty: 3656.976562
	Iteration 25Q: 3 clusters Score -4136475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 75640 members 
Entering Unmasked Estep 
Score: -4136485.500000 Penalty: 3656.976562
	Iteration 26Q: 3 clusters Score -4136486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 75646 members 
Entering Unmasked Estep 
Score: -4136488.500000 Penalty: 3656.976562
	Iteration 27Q: 3 clusters Score -4136488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 75651 members 
Entering Unmasked Estep 
Score: -4136492.250000 Penalty: 3656.976562
	Iteration 28Q: 3 clusters Score -4136492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 75657 members 
Entering Unmasked Estep 
Score: -4136488.250000 Penalty: 3656.976562
	Iteration 29Q: 3 clusters Score -4136488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 75668 members 
Entering Unmasked Estep 
Score: -4136494.750000 Penalty: 3656.976562
	Iteration 30Q: 3 clusters Score -4136495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 75676 members 
Entering Unmasked Estep 
Score: -4136490.250000 Penalty: 3656.976562
	Iteration 31Q: 3 clusters Score -4136490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 75682 members 
Entering Unmasked Estep 
Score: -4136495.000000 Penalty: 3656.976562
	Iteration 32Q: 3 clusters Score -4136495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 75688 members 
Entering Unmasked Estep 
Score: -4136495.250000 Penalty: 3656.976562
	Iteration 33Q: 3 clusters Score -4136495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 75690 members 
Entering Unmasked Estep 
Score: -4136498.000000 Penalty: 3656.976562
	Iteration 34Q: 3 clusters Score -4136498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 75692 members 
Entering Unmasked Estep 
Score: -4136499.000000 Penalty: 3656.976562
	Iteration 35Q: 3 clusters Score -4136499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 75695 members 
Entering Unmasked Estep 
Score: -4136501.250000 Penalty: 3656.976562
	Iteration 36Q: 3 clusters Score -4136501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 75695 members 
Entering Unmasked Estep 
Score: -4136501.250000 Penalty: 3656.976562
	Iteration 37F: 3 clusters Score -4136501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Entering Unmasked Estep 
Score: -105675.734375 Penalty: 1247.577637
	Iteration 0F: 2 clusters Score -105675.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -103497.117188 Penalty: 2495.155273
	Iteration 0F: 3 clusters Score -103497.1 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -104033.906250 Penalty: 2495.155273
	Iteration 1F: 3 clusters Score -104033.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -104145.984375 Penalty: 2495.155273
	Iteration 2F: 3 clusters Score -104146 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -104212.640625 Penalty: 2495.155273
	Iteration 3Q: 3 clusters Score -104212.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -104256.257812 Penalty: 2495.155273
	Iteration 4Q: 3 clusters Score -104256.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -104303.187500 Penalty: 2495.155273
	Iteration 5Q: 3 clusters Score -104303.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -104341.671875 Penalty: 2495.155273
	Iteration 6Q: 3 clusters Score -104341.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -104365.414062 Penalty: 2495.155273
	Iteration 7Q: 3 clusters Score -104365.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -104387.007812 Penalty: 2495.155273
	Iteration 8Q: 3 clusters Score -104387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -104404.789062 Penalty: 2495.155273
	Iteration 9Q: 3 clusters Score -104404.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -104418.187500 Penalty: 2495.155273
	Iteration 10Q: 3 clusters Score -104418.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -104432.343750 Penalty: 2495.155273
	Iteration 11Q: 3 clusters Score -104432.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -104443.921875 Penalty: 2495.155273
	Iteration 12Q: 3 clusters Score -104443.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -104455.562500 Penalty: 2495.155273
	Iteration 13Q: 3 clusters Score -104455.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -104460.359375 Penalty: 2495.155273
	Iteration 14Q: 3 clusters Score -104460.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -104467.609375 Penalty: 2495.155273
	Iteration 15Q: 3 clusters Score -104467.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -104474.812500 Penalty: 2495.155273
	Iteration 16Q: 3 clusters Score -104474.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -104480.914062 Penalty: 2495.155273
	Iteration 17Q: 3 clusters Score -104480.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -104487.156250 Penalty: 2495.155273
	Iteration 18Q: 3 clusters Score -104487.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -104496.390625 Penalty: 2495.155273
	Iteration 19Q: 3 clusters Score -104496.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -104500.515625 Penalty: 2495.155273
	Iteration 20F: 3 clusters Score -104500.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -104507.695312 Penalty: 2495.155273
	Iteration 21Q: 3 clusters Score -104507.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -104512.578125 Penalty: 2495.155273
	Iteration 22Q: 3 clusters Score -104512.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -104520.789062 Penalty: 2495.155273
	Iteration 23Q: 3 clusters Score -104520.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -104531.039062 Penalty: 2495.155273
	Iteration 24Q: 3 clusters Score -104531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -104546.648438 Penalty: 2495.155273
	Iteration 25Q: 3 clusters Score -104546.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -104566.039062 Penalty: 2495.155273
	Iteration 26Q: 3 clusters Score -104566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -104588.898438 Penalty: 2495.155273
	Iteration 27Q: 3 clusters Score -104588.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -104613.906250 Penalty: 2495.155273
	Iteration 28Q: 3 clusters Score -104613.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -104651.617188 Penalty: 2495.155273
	Iteration 29Q: 3 clusters Score -104651.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -104698.312500 Penalty: 2495.155273
	Iteration 30Q: 3 clusters Score -104698.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -104748.968750 Penalty: 2495.155273
	Iteration 31Q: 3 clusters Score -104749 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -104793.242188 Penalty: 2495.155273
	Iteration 32Q: 3 clusters Score -104793.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -104844.054688 Penalty: 2495.155273
	Iteration 33Q: 3 clusters Score -104844.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -104899.156250 Penalty: 2495.155273
	Iteration 34Q: 3 clusters Score -104899.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -104949.570312 Penalty: 2495.155273
	Iteration 35Q: 3 clusters Score -104949.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -104993.492188 Penalty: 2495.155273
	Iteration 36Q: 3 clusters Score -104993.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -105041.171875 Penalty: 2495.155273
	Iteration 37Q: 3 clusters Score -105041.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -105093.812500 Penalty: 2495.155273
	Iteration 38Q: 3 clusters Score -105093.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -105153.476562 Penalty: 2495.155273
	Iteration 39Q: 3 clusters Score -105153.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -105194.343750 Penalty: 2495.155273
	Iteration 40F: 3 clusters Score -105194.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -105211.250000 Penalty: 2495.155273
	Iteration 41Q: 3 clusters Score -105211.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -105222.718750 Penalty: 2495.155273
	Iteration 42Q: 3 clusters Score -105222.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -105227.796875 Penalty: 2495.155273
	Iteration 43Q: 3 clusters Score -105227.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -105236.000000 Penalty: 2495.155273
	Iteration 44Q: 3 clusters Score -105236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -105245.523438 Penalty: 2495.155273
	Iteration 45Q: 3 clusters Score -105245.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -105251.703125 Penalty: 2495.155273
	Iteration 46Q: 3 clusters Score -105251.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -105257.406250 Penalty: 2495.155273
	Iteration 47Q: 3 clusters Score -105257.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -105262.515625 Penalty: 2495.155273
	Iteration 48Q: 3 clusters Score -105262.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -105268.335938 Penalty: 2495.155273
	Iteration 49Q: 3 clusters Score -105268.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -105269.617188 Penalty: 2495.155273
	Iteration 50Q: 3 clusters Score -105269.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -105270.593750 Penalty: 2495.155273
	Iteration 51Q: 3 clusters Score -105270.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -105273.484375 Penalty: 2495.155273
	Iteration 52Q: 3 clusters Score -105273.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -105273.851562 Penalty: 2495.155273
	Iteration 53Q: 3 clusters Score -105273.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -105274.109375 Penalty: 2495.155273
	Iteration 54Q: 3 clusters Score -105274.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -105274.351562 Penalty: 2495.155273
	Iteration 55Q: 3 clusters Score -105274.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -105274.640625 Penalty: 2495.155273
	Iteration 56Q: 3 clusters Score -105274.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -105275.585938 Penalty: 2495.155273
	Iteration 57Q: 3 clusters Score -105275.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -105275.781250 Penalty: 2495.155273
	Iteration 58Q: 3 clusters Score -105275.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -105275.781250 Penalty: 2495.155273
	Iteration 59F: 3 clusters Score -105275.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (90612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90612 members 
Entering Unmasked Estep 
Score: -4812939.000000 Penalty: 1854.830566
	Iteration 0F: 2 clusters Score -4812939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -4752211.000000 Penalty: 3709.661133
	Iteration 0F: 3 clusters Score -4752211 nChanged 43503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -4778342.500000 Penalty: 3709.661133
	Iteration 1F: 3 clusters Score -4778342 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -4780214.000000 Penalty: 3709.661133
	Iteration 2Q: 3 clusters Score -4780214 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -4783008.500000 Penalty: 3709.661133
	Iteration 3F: 3 clusters Score -4783008 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56975 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -4786906.000000 Penalty: 3709.661133
	Iteration 4F: 3 clusters Score -4786906 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60964 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -4791359.500000 Penalty: 3709.661133
	Iteration 5F: 3 clusters Score -4791360 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64741 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -4795290.500000 Penalty: 3709.661133
	Iteration 6F: 3 clusters Score -4795290 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67993 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -4798444.000000 Penalty: 3709.661133
	Iteration 7F: 3 clusters Score -4798444 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70716 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -4800572.500000 Penalty: 3709.661133
	Iteration 8Q: 3 clusters Score -4800572 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73065 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -4802135.500000 Penalty: 3709.661133
	Iteration 9Q: 3 clusters Score -4802136 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75252 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -4803337.500000 Penalty: 3709.661133
	Iteration 10Q: 3 clusters Score -4803338 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77317 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -4804415.500000 Penalty: 3709.661133
	Iteration 11Q: 3 clusters Score -4804416 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79245 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -4805396.500000 Penalty: 3709.661133
	Iteration 12Q: 3 clusters Score -4805396 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81104 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -4806364.500000 Penalty: 3709.661133
	Iteration 13Q: 3 clusters Score -4806364 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82824 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -4807303.000000 Penalty: 3709.661133
	Iteration 14Q: 3 clusters Score -4807303 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84340 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -4808144.500000 Penalty: 3709.661133
	Iteration 15Q: 3 clusters Score -4808144 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85621 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -4808899.500000 Penalty: 3709.661133
	Iteration 16Q: 3 clusters Score -4808900 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86640 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -4809494.500000 Penalty: 3709.661133
	Iteration 17Q: 3 clusters Score -4809494 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87448 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -4809966.500000 Penalty: 3709.661133
	Iteration 18Q: 3 clusters Score -4809966 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88088 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -4810362.000000 Penalty: 3709.661133
	Iteration 19Q: 3 clusters Score -4810362 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88552 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4810598.000000 Penalty: 3709.661133
	Iteration 20F: 3 clusters Score -4810598 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88904 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4810783.000000 Penalty: 3709.661133
	Iteration 21Q: 3 clusters Score -4810783 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89146 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4810924.000000 Penalty: 3709.661133
	Iteration 22Q: 3 clusters Score -4810924 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89331 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4811011.000000 Penalty: 3709.661133
	Iteration 23Q: 3 clusters Score -4811011 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89474 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4811073.500000 Penalty: 3709.661133
	Iteration 24Q: 3 clusters Score -4811074 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89581 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4811124.500000 Penalty: 3709.661133
	Iteration 25Q: 3 clusters Score -4811124 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89665 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4811175.500000 Penalty: 3709.661133
	Iteration 26Q: 3 clusters Score -4811176 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89734 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4811202.000000 Penalty: 3709.661133
	Iteration 27Q: 3 clusters Score -4811202 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89777 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4811218.500000 Penalty: 3709.661133
	Iteration 28Q: 3 clusters Score -4811218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89810 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4811253.500000 Penalty: 3709.661133
	Iteration 29Q: 3 clusters Score -4811254 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89842 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4811269.000000 Penalty: 3709.661133
	Iteration 30Q: 3 clusters Score -4811269 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89867 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4811288.500000 Penalty: 3709.661133
	Iteration 31Q: 3 clusters Score -4811288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89888 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4811297.500000 Penalty: 3709.661133
	Iteration 32Q: 3 clusters Score -4811298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89913 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4811327.500000 Penalty: 3709.661133
	Iteration 33Q: 3 clusters Score -4811328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89929 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4811334.500000 Penalty: 3709.661133
	Iteration 34Q: 3 clusters Score -4811334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89938 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4811337.500000 Penalty: 3709.661133
	Iteration 35Q: 3 clusters Score -4811338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89946 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4811341.500000 Penalty: 3709.661133
	Iteration 36Q: 3 clusters Score -4811342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89958 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4811341.500000 Penalty: 3709.661133
	Iteration 37Q: 3 clusters Score -4811342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89964 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4811347.500000 Penalty: 3709.661133
	Iteration 38Q: 3 clusters Score -4811348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89970 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4811344.000000 Penalty: 3709.661133
	Iteration 39Q: 3 clusters Score -4811344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89976 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4811352.000000 Penalty: 3709.661133
	Iteration 40F: 3 clusters Score -4811352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89980 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4811356.000000 Penalty: 3709.661133
	Iteration 41Q: 3 clusters Score -4811356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89981 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4811356.500000 Penalty: 3709.661133
	Iteration 42Q: 3 clusters Score -4811356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89984 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4811353.500000 Penalty: 3709.661133
	Iteration 43Q: 3 clusters Score -4811354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89988 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4811355.000000 Penalty: 3709.661133
	Iteration 44Q: 3 clusters Score -4811355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89993 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4811354.000000 Penalty: 3709.661133
	Iteration 45Q: 3 clusters Score -4811354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90000 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4811357.500000 Penalty: 3709.661133
	Iteration 46Q: 3 clusters Score -4811358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90004 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4811360.000000 Penalty: 3709.661133
	Iteration 47Q: 3 clusters Score -4811360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90006 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4811360.500000 Penalty: 3709.661133
	Iteration 48Q: 3 clusters Score -4811360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90008 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4811359.500000 Penalty: 3709.661133
	Iteration 49Q: 3 clusters Score -4811360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90009 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4811364.000000 Penalty: 3709.661133
	Iteration 50Q: 3 clusters Score -4811364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90011 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4811365.500000 Penalty: 3709.661133
	Iteration 51Q: 3 clusters Score -4811366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90012 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4811369.500000 Penalty: 3709.661133
	Iteration 52Q: 3 clusters Score -4811370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90013 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4811375.500000 Penalty: 3709.661133
	Iteration 53Q: 3 clusters Score -4811376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90014 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4811372.000000 Penalty: 3709.661133
	Iteration 54Q: 3 clusters Score -4811372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90015 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4811370.500000 Penalty: 3709.661133
	Iteration 55Q: 3 clusters Score -4811370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90016 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4811375.000000 Penalty: 3709.661133
	Iteration 56Q: 3 clusters Score -4811375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90018 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4811377.000000 Penalty: 3709.661133
	Iteration 57Q: 3 clusters Score -4811377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90022 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4811374.000000 Penalty: 3709.661133
	Iteration 58Q: 3 clusters Score -4811374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90025 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4811376.000000 Penalty: 3709.661133
	Iteration 59Q: 3 clusters Score -4811376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90028 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4811377.500000 Penalty: 3709.661133
	Iteration 60F: 3 clusters Score -4811378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90029 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4811379.500000 Penalty: 3709.661133
	Iteration 61Q: 3 clusters Score -4811380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90034 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4811378.500000 Penalty: 3709.661133
	Iteration 62Q: 3 clusters Score -4811378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90037 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4811375.500000 Penalty: 3709.661133
	Iteration 63Q: 3 clusters Score -4811376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90039 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4811382.000000 Penalty: 3709.661133
	Iteration 64Q: 3 clusters Score -4811382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90043 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4811381.000000 Penalty: 3709.661133
	Iteration 65Q: 3 clusters Score -4811381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90050 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4811387.500000 Penalty: 3709.661133
	Iteration 66Q: 3 clusters Score -4811388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90056 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4811391.500000 Penalty: 3709.661133
	Iteration 67Q: 3 clusters Score -4811392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90057 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4811392.500000 Penalty: 3709.661133
	Iteration 68Q: 3 clusters Score -4811392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90057 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4811392.500000 Penalty: 3709.661133
	Iteration 69F: 3 clusters Score -4811392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -19990.796875 Penalty: 1003.240234
	Iteration 0F: 2 clusters Score -19990.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -18934.908203 Penalty: 2006.480469
	Iteration 0F: 3 clusters Score -18934.91 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -19112.734375 Penalty: 2006.480469
	Iteration 1F: 3 clusters Score -19112.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -19172.365234 Penalty: 2006.480469
	Iteration 2F: 3 clusters Score -19172.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -19187.517578 Penalty: 2006.480469
	Iteration 3Q: 3 clusters Score -19187.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -19197.732422 Penalty: 2006.480469
	Iteration 4Q: 3 clusters Score -19197.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -19199.468750 Penalty: 2006.480469
	Iteration 5Q: 3 clusters Score -19199.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -19203.523438 Penalty: 2006.480469
	Iteration 6Q: 3 clusters Score -19203.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -19207.373047 Penalty: 2006.480469
	Iteration 7Q: 3 clusters Score -19207.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -19208.732422 Penalty: 2006.480469
	Iteration 8Q: 3 clusters Score -19208.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -19209.429688 Penalty: 2006.480469
	Iteration 9Q: 3 clusters Score -19209.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -19210.697266 Penalty: 2006.480469
	Iteration 10Q: 3 clusters Score -19210.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -19210.697266 Penalty: 2006.480469
	Iteration 11F: 3 clusters Score -19210.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Entering Unmasked Estep 
Score: -1517461.625000 Penalty: 1672.187012
	Iteration 0F: 2 clusters Score -1517462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1497522.000000 Penalty: 3344.374023
	Iteration 0F: 3 clusters Score -1497522 nChanged 13622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -1505052.500000 Penalty: 3344.374023
	Iteration 1F: 3 clusters Score -1505052 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1505437.000000 Penalty: 3344.374023
	Iteration 2Q: 3 clusters Score -1505437 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -1505812.000000 Penalty: 3344.374023
	Iteration 3Q: 3 clusters Score -1505812 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -1506226.000000 Penalty: 3344.374023
	Iteration 4Q: 3 clusters Score -1506226 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -1506688.750000 Penalty: 3344.374023
	Iteration 5Q: 3 clusters Score -1506689 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -1507274.000000 Penalty: 3344.374023
	Iteration 6Q: 3 clusters Score -1507274 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -1508052.250000 Penalty: 3344.374023
	Iteration 7F: 3 clusters Score -1508052 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -1508950.875000 Penalty: 3344.374023
	Iteration 8F: 3 clusters Score -1508951 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -1510007.375000 Penalty: 3344.374023
	Iteration 9F: 3 clusters Score -1510007 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -1511219.750000 Penalty: 3344.374023
	Iteration 10F: 3 clusters Score -1511220 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -1512457.875000 Penalty: 3344.374023
	Iteration 11F: 3 clusters Score -1512458 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -1513511.125000 Penalty: 3344.374023
	Iteration 12Q: 3 clusters Score -1513511 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -1514416.625000 Penalty: 3344.374023
	Iteration 13Q: 3 clusters Score -1514417 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -1515085.875000 Penalty: 3344.374023
	Iteration 14Q: 3 clusters Score -1515086 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -1515503.875000 Penalty: 3344.374023
	Iteration 15Q: 3 clusters Score -1515504 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -1515748.875000 Penalty: 3344.374023
	Iteration 16Q: 3 clusters Score -1515749 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -1515884.750000 Penalty: 3344.374023
	Iteration 17Q: 3 clusters Score -1515885 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -1515954.625000 Penalty: 3344.374023
	Iteration 18Q: 3 clusters Score -1515955 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -1515997.000000 Penalty: 3344.374023
	Iteration 19Q: 3 clusters Score -1515997 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -1516027.875000 Penalty: 3344.374023
	Iteration 20F: 3 clusters Score -1516028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -1516044.750000 Penalty: 3344.374023
	Iteration 21Q: 3 clusters Score -1516045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -1516060.500000 Penalty: 3344.374023
	Iteration 22Q: 3 clusters Score -1516060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -1516081.375000 Penalty: 3344.374023
	Iteration 23Q: 3 clusters Score -1516081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -1516091.000000 Penalty: 3344.374023
	Iteration 24Q: 3 clusters Score -1516091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -1516095.000000 Penalty: 3344.374023
	Iteration 25Q: 3 clusters Score -1516095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -1516094.500000 Penalty: 3344.374023
	Iteration 26Q: 3 clusters Score -1516094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -1516097.125000 Penalty: 3344.374023
	Iteration 27Q: 3 clusters Score -1516097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -1516096.500000 Penalty: 3344.374023
	Iteration 28Q: 3 clusters Score -1516096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -1516098.625000 Penalty: 3344.374023
	Iteration 29Q: 3 clusters Score -1516099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -1516100.625000 Penalty: 3344.374023
	Iteration 30Q: 3 clusters Score -1516101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -1516103.875000 Penalty: 3344.374023
	Iteration 31Q: 3 clusters Score -1516104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -1516110.500000 Penalty: 3344.374023
	Iteration 32Q: 3 clusters Score -1516110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -1516111.250000 Penalty: 3344.374023
	Iteration 33Q: 3 clusters Score -1516111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -1516113.500000 Penalty: 3344.374023
	Iteration 34Q: 3 clusters Score -1516114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -1516115.625000 Penalty: 3344.374023
	Iteration 35Q: 3 clusters Score -1516116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -1516125.625000 Penalty: 3344.374023
	Iteration 36Q: 3 clusters Score -1516126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -1516129.750000 Penalty: 3344.374023
	Iteration 37Q: 3 clusters Score -1516130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -1516129.375000 Penalty: 3344.374023
	Iteration 38Q: 3 clusters Score -1516129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -1516129.375000 Penalty: 3344.374023
	Iteration 39F: 3 clusters Score -1516129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -98529.484375 Penalty: 1277.405396
	Iteration 0F: 2 clusters Score -98529.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -96066.031250 Penalty: 2554.810791
	Iteration 0F: 3 clusters Score -96066.03 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -96737.664062 Penalty: 2554.810791
	Iteration 1F: 3 clusters Score -96737.66 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -96915.195312 Penalty: 2554.810791
	Iteration 2F: 3 clusters Score -96915.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -97029.617188 Penalty: 2554.810791
	Iteration 3F: 3 clusters Score -97029.62 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -97125.320312 Penalty: 2554.810791
	Iteration 4Q: 3 clusters Score -97125.32 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -97227.984375 Penalty: 2554.810791
	Iteration 5Q: 3 clusters Score -97227.98 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -97328.054688 Penalty: 2554.810791
	Iteration 6Q: 3 clusters Score -97328.05 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -97419.500000 Penalty: 2554.810791
	Iteration 7Q: 3 clusters Score -97419.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -97495.421875 Penalty: 2554.810791
	Iteration 8Q: 3 clusters Score -97495.42 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -97552.070312 Penalty: 2554.810791
	Iteration 9Q: 3 clusters Score -97552.07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -97586.796875 Penalty: 2554.810791
	Iteration 10Q: 3 clusters Score -97586.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -97614.070312 Penalty: 2554.810791
	Iteration 11Q: 3 clusters Score -97614.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -97637.953125 Penalty: 2554.810791
	Iteration 12Q: 3 clusters Score -97637.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -97659.687500 Penalty: 2554.810791
	Iteration 13Q: 3 clusters Score -97659.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -97675.750000 Penalty: 2554.810791
	Iteration 14Q: 3 clusters Score -97675.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -97687.781250 Penalty: 2554.810791
	Iteration 15Q: 3 clusters Score -97687.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -97697.218750 Penalty: 2554.810791
	Iteration 16Q: 3 clusters Score -97697.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -97703.500000 Penalty: 2554.810791
	Iteration 17Q: 3 clusters Score -97703.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -97709.679688 Penalty: 2554.810791
	Iteration 18Q: 3 clusters Score -97709.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -97714.312500 Penalty: 2554.810791
	Iteration 19Q: 3 clusters Score -97714.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -97719.617188 Penalty: 2554.810791
	Iteration 20F: 3 clusters Score -97719.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -97721.984375 Penalty: 2554.810791
	Iteration 21Q: 3 clusters Score -97721.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -97723.851562 Penalty: 2554.810791
	Iteration 22Q: 3 clusters Score -97723.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -97725.593750 Penalty: 2554.810791
	Iteration 23Q: 3 clusters Score -97725.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -97727.250000 Penalty: 2554.810791
	Iteration 24Q: 3 clusters Score -97727.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -97728.953125 Penalty: 2554.810791
	Iteration 25Q: 3 clusters Score -97728.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -97731.507812 Penalty: 2554.810791
	Iteration 26Q: 3 clusters Score -97731.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -97733.101562 Penalty: 2554.810791
	Iteration 27Q: 3 clusters Score -97733.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -97735.656250 Penalty: 2554.810791
	Iteration 28Q: 3 clusters Score -97735.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -97738.773438 Penalty: 2554.810791
	Iteration 29Q: 3 clusters Score -97738.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -97740.257812 Penalty: 2554.810791
	Iteration 30Q: 3 clusters Score -97740.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -97741.296875 Penalty: 2554.810791
	Iteration 31Q: 3 clusters Score -97741.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -97742.179688 Penalty: 2554.810791
	Iteration 32Q: 3 clusters Score -97742.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -97743.179688 Penalty: 2554.810791
	Iteration 33Q: 3 clusters Score -97743.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -97743.632812 Penalty: 2554.810791
	Iteration 34Q: 3 clusters Score -97743.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -97744.031250 Penalty: 2554.810791
	Iteration 35Q: 3 clusters Score -97744.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -97744.257812 Penalty: 2554.810791
	Iteration 36Q: 3 clusters Score -97744.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -97744.257812 Penalty: 2554.810791
	Iteration 37F: 3 clusters Score -97744.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Entering Unmasked Estep 
Score: -477399.500000 Penalty: 1500.740479
	Iteration 0F: 2 clusters Score -477399.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -469990.250000 Penalty: 3001.480957
	Iteration 0F: 3 clusters Score -469990.2 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -472534.875000 Penalty: 3001.480957
	Iteration 1F: 3 clusters Score -472534.9 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -472840.468750 Penalty: 3001.480957
	Iteration 2F: 3 clusters Score -472840.5 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -473107.500000 Penalty: 3001.480957
	Iteration 3F: 3 clusters Score -473107.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -473322.687500 Penalty: 3001.480957
	Iteration 4Q: 3 clusters Score -473322.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -473503.687500 Penalty: 3001.480957
	Iteration 5Q: 3 clusters Score -473503.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -473654.937500 Penalty: 3001.480957
	Iteration 6Q: 3 clusters Score -473654.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -473799.000000 Penalty: 3001.480957
	Iteration 7Q: 3 clusters Score -473799 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -473928.187500 Penalty: 3001.480957
	Iteration 8Q: 3 clusters Score -473928.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -474057.406250 Penalty: 3001.480957
	Iteration 9Q: 3 clusters Score -474057.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -474172.125000 Penalty: 3001.480957
	Iteration 10Q: 3 clusters Score -474172.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -474273.656250 Penalty: 3001.480957
	Iteration 11Q: 3 clusters Score -474273.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -474366.000000 Penalty: 3001.480957
	Iteration 12Q: 3 clusters Score -474366 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -474456.250000 Penalty: 3001.480957
	Iteration 13Q: 3 clusters Score -474456.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -474541.750000 Penalty: 3001.480957
	Iteration 14Q: 3 clusters Score -474541.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -474623.625000 Penalty: 3001.480957
	Iteration 15Q: 3 clusters Score -474623.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -474702.281250 Penalty: 3001.480957
	Iteration 16Q: 3 clusters Score -474702.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -474763.750000 Penalty: 3001.480957
	Iteration 17Q: 3 clusters Score -474763.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -474830.218750 Penalty: 3001.480957
	Iteration 18Q: 3 clusters Score -474830.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -474895.281250 Penalty: 3001.480957
	Iteration 19Q: 3 clusters Score -474895.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -474967.718750 Penalty: 3001.480957
	Iteration 20F: 3 clusters Score -474967.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -475044.125000 Penalty: 3001.480957
	Iteration 21Q: 3 clusters Score -475044.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -475114.468750 Penalty: 3001.480957
	Iteration 22Q: 3 clusters Score -475114.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -475160.500000 Penalty: 3001.480957
	Iteration 23Q: 3 clusters Score -475160.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -475202.718750 Penalty: 3001.480957
	Iteration 24Q: 3 clusters Score -475202.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -475247.718750 Penalty: 3001.480957
	Iteration 25Q: 3 clusters Score -475247.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -475286.562500 Penalty: 3001.480957
	Iteration 26Q: 3 clusters Score -475286.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -475314.375000 Penalty: 3001.480957
	Iteration 27Q: 3 clusters Score -475314.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -475340.281250 Penalty: 3001.480957
	Iteration 28Q: 3 clusters Score -475340.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -475360.250000 Penalty: 3001.480957
	Iteration 29Q: 3 clusters Score -475360.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -475383.812500 Penalty: 3001.480957
	Iteration 30Q: 3 clusters Score -475383.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -475403.375000 Penalty: 3001.480957
	Iteration 31Q: 3 clusters Score -475403.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -475422.125000 Penalty: 3001.480957
	Iteration 32Q: 3 clusters Score -475422.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -475441.593750 Penalty: 3001.480957
	Iteration 33Q: 3 clusters Score -475441.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -475463.218750 Penalty: 3001.480957
	Iteration 34Q: 3 clusters Score -475463.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -475484.062500 Penalty: 3001.480957
	Iteration 35Q: 3 clusters Score -475484.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -475500.843750 Penalty: 3001.480957
	Iteration 36Q: 3 clusters Score -475500.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -475521.781250 Penalty: 3001.480957
	Iteration 37Q: 3 clusters Score -475521.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -475544.062500 Penalty: 3001.480957
	Iteration 38Q: 3 clusters Score -475544.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -475563.062500 Penalty: 3001.480957
	Iteration 39Q: 3 clusters Score -475563.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -475587.656250 Penalty: 3001.480957
	Iteration 40F: 3 clusters Score -475587.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -475611.750000 Penalty: 3001.480957
	Iteration 41Q: 3 clusters Score -475611.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -475632.718750 Penalty: 3001.480957
	Iteration 42Q: 3 clusters Score -475632.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -475649.687500 Penalty: 3001.480957
	Iteration 43Q: 3 clusters Score -475649.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -475665.250000 Penalty: 3001.480957
	Iteration 44Q: 3 clusters Score -475665.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -475683.000000 Penalty: 3001.480957
	Iteration 45Q: 3 clusters Score -475683 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -475698.468750 Penalty: 3001.480957
	Iteration 46Q: 3 clusters Score -475698.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -475712.437500 Penalty: 3001.480957
	Iteration 47Q: 3 clusters Score -475712.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -475723.562500 Penalty: 3001.480957
	Iteration 48Q: 3 clusters Score -475723.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -475734.750000 Penalty: 3001.480957
	Iteration 49Q: 3 clusters Score -475734.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -475746.343750 Penalty: 3001.480957
	Iteration 50Q: 3 clusters Score -475746.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -475758.625000 Penalty: 3001.480957
	Iteration 51Q: 3 clusters Score -475758.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -475771.531250 Penalty: 3001.480957
	Iteration 52Q: 3 clusters Score -475771.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -475783.031250 Penalty: 3001.480957
	Iteration 53Q: 3 clusters Score -475783 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -475799.625000 Penalty: 3001.480957
	Iteration 54Q: 3 clusters Score -475799.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -475813.125000 Penalty: 3001.480957
	Iteration 55Q: 3 clusters Score -475813.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -475830.562500 Penalty: 3001.480957
	Iteration 56Q: 3 clusters Score -475830.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -475847.281250 Penalty: 3001.480957
	Iteration 57Q: 3 clusters Score -475847.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -475867.375000 Penalty: 3001.480957
	Iteration 58Q: 3 clusters Score -475867.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -475880.750000 Penalty: 3001.480957
	Iteration 59Q: 3 clusters Score -475880.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -475889.406250 Penalty: 3001.480957
	Iteration 60F: 3 clusters Score -475889.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -475897.781250 Penalty: 3001.480957
	Iteration 61Q: 3 clusters Score -475897.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -475909.406250 Penalty: 3001.480957
	Iteration 62Q: 3 clusters Score -475909.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -475919.812500 Penalty: 3001.480957
	Iteration 63Q: 3 clusters Score -475919.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -475930.812500 Penalty: 3001.480957
	Iteration 64Q: 3 clusters Score -475930.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -475939.812500 Penalty: 3001.480957
	Iteration 65Q: 3 clusters Score -475939.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -475956.156250 Penalty: 3001.480957
	Iteration 66Q: 3 clusters Score -475956.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -475968.406250 Penalty: 3001.480957
	Iteration 67Q: 3 clusters Score -475968.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -475978.593750 Penalty: 3001.480957
	Iteration 68Q: 3 clusters Score -475978.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -475988.937500 Penalty: 3001.480957
	Iteration 69Q: 3 clusters Score -475988.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -476002.000000 Penalty: 3001.480957
	Iteration 70Q: 3 clusters Score -476002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -476012.750000 Penalty: 3001.480957
	Iteration 71Q: 3 clusters Score -476012.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -476016.500000 Penalty: 3001.480957
	Iteration 72Q: 3 clusters Score -476016.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -476023.531250 Penalty: 3001.480957
	Iteration 73Q: 3 clusters Score -476023.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -476026.375000 Penalty: 3001.480957
	Iteration 74Q: 3 clusters Score -476026.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -476031.437500 Penalty: 3001.480957
	Iteration 75Q: 3 clusters Score -476031.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -476039.093750 Penalty: 3001.480957
	Iteration 76Q: 3 clusters Score -476039.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -476044.000000 Penalty: 3001.480957
	Iteration 77Q: 3 clusters Score -476044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -476046.718750 Penalty: 3001.480957
	Iteration 78Q: 3 clusters Score -476046.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -476051.437500 Penalty: 3001.480957
	Iteration 79Q: 3 clusters Score -476051.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -476053.500000 Penalty: 3001.480957
	Iteration 80F: 3 clusters Score -476053.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -476057.875000 Penalty: 3001.480957
	Iteration 81Q: 3 clusters Score -476057.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -476061.781250 Penalty: 3001.480957
	Iteration 82Q: 3 clusters Score -476061.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -476064.250000 Penalty: 3001.480957
	Iteration 83Q: 3 clusters Score -476064.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -476068.437500 Penalty: 3001.480957
	Iteration 84Q: 3 clusters Score -476068.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -476069.593750 Penalty: 3001.480957
	Iteration 85Q: 3 clusters Score -476069.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -476071.406250 Penalty: 3001.480957
	Iteration 86Q: 3 clusters Score -476071.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -476076.343750 Penalty: 3001.480957
	Iteration 87Q: 3 clusters Score -476076.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -476078.250000 Penalty: 3001.480957
	Iteration 88Q: 3 clusters Score -476078.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -476080.875000 Penalty: 3001.480957
	Iteration 89Q: 3 clusters Score -476080.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -476080.937500 Penalty: 3001.480957
	Iteration 90Q: 3 clusters Score -476080.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -476082.125000 Penalty: 3001.480957
	Iteration 91Q: 3 clusters Score -476082.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -476083.281250 Penalty: 3001.480957
	Iteration 92Q: 3 clusters Score -476083.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -476083.093750 Penalty: 3001.480957
	Iteration 93Q: 3 clusters Score -476083.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -476084.625000 Penalty: 3001.480957
	Iteration 94Q: 3 clusters Score -476084.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -476087.000000 Penalty: 3001.480957
	Iteration 95Q: 3 clusters Score -476087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -476088.531250 Penalty: 3001.480957
	Iteration 96Q: 3 clusters Score -476088.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -476088.843750 Penalty: 3001.480957
	Iteration 97Q: 3 clusters Score -476088.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -476090.000000 Penalty: 3001.480957
	Iteration 98Q: 3 clusters Score -476090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -476091.625000 Penalty: 3001.480957
	Iteration 99Q: 3 clusters Score -476091.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -476092.937500 Penalty: 3001.480957
	Iteration 100F: 3 clusters Score -476092.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -476097.218750 Penalty: 3001.480957
	Iteration 101Q: 3 clusters Score -476097.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -476101.250000 Penalty: 3001.480957
	Iteration 102Q: 3 clusters Score -476101.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -476104.500000 Penalty: 3001.480957
	Iteration 103Q: 3 clusters Score -476104.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -476107.343750 Penalty: 3001.480957
	Iteration 104Q: 3 clusters Score -476107.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -476109.062500 Penalty: 3001.480957
	Iteration 105Q: 3 clusters Score -476109.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -476112.968750 Penalty: 3001.480957
	Iteration 106Q: 3 clusters Score -476113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -476113.406250 Penalty: 3001.480957
	Iteration 107Q: 3 clusters Score -476113.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -476114.750000 Penalty: 3001.480957
	Iteration 108Q: 3 clusters Score -476114.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -476116.312500 Penalty: 3001.480957
	Iteration 109Q: 3 clusters Score -476116.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -476119.875000 Penalty: 3001.480957
	Iteration 110Q: 3 clusters Score -476119.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -476121.843750 Penalty: 3001.480957
	Iteration 111Q: 3 clusters Score -476121.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -476123.656250 Penalty: 3001.480957
	Iteration 112Q: 3 clusters Score -476123.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -476124.250000 Penalty: 3001.480957
	Iteration 113Q: 3 clusters Score -476124.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -476125.343750 Penalty: 3001.480957
	Iteration 114Q: 3 clusters Score -476125.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -476125.625000 Penalty: 3001.480957
	Iteration 115Q: 3 clusters Score -476125.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -476127.093750 Penalty: 3001.480957
	Iteration 116Q: 3 clusters Score -476127.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -476126.875000 Penalty: 3001.480957
	Iteration 117Q: 3 clusters Score -476126.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -476126.843750 Penalty: 3001.480957
	Iteration 118Q: 3 clusters Score -476126.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -476127.312500 Penalty: 3001.480957
	Iteration 119Q: 3 clusters Score -476127.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -476126.343750 Penalty: 3001.480957
	Iteration 120F: 3 clusters Score -476126.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Entering Unmasked Estep 
Score: -581581.500000 Penalty: 1510.311035
	Iteration 0F: 2 clusters Score -581581.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -573746.937500 Penalty: 3020.622070
	Iteration 0F: 3 clusters Score -573746.9 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -576338.000000 Penalty: 3020.622070
	Iteration 1F: 3 clusters Score -576338 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -576638.937500 Penalty: 3020.622070
	Iteration 2F: 3 clusters Score -576638.9 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -576908.000000 Penalty: 3020.622070
	Iteration 3F: 3 clusters Score -576908 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -577138.125000 Penalty: 3020.622070
	Iteration 4F: 3 clusters Score -577138.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -577352.187500 Penalty: 3020.622070
	Iteration 5Q: 3 clusters Score -577352.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -577592.437500 Penalty: 3020.622070
	Iteration 6Q: 3 clusters Score -577592.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -577840.062500 Penalty: 3020.622070
	Iteration 7Q: 3 clusters Score -577840.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -578097.187500 Penalty: 3020.622070
	Iteration 8Q: 3 clusters Score -578097.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -578365.687500 Penalty: 3020.622070
	Iteration 9Q: 3 clusters Score -578365.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -578630.437500 Penalty: 3020.622070
	Iteration 10Q: 3 clusters Score -578630.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -578826.875000 Penalty: 3020.622070
	Iteration 11Q: 3 clusters Score -578826.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -578951.375000 Penalty: 3020.622070
	Iteration 12Q: 3 clusters Score -578951.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -579043.187500 Penalty: 3020.622070
	Iteration 13Q: 3 clusters Score -579043.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -579093.937500 Penalty: 3020.622070
	Iteration 14Q: 3 clusters Score -579093.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -579127.375000 Penalty: 3020.622070
	Iteration 15Q: 3 clusters Score -579127.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -579155.250000 Penalty: 3020.622070
	Iteration 16Q: 3 clusters Score -579155.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -579179.500000 Penalty: 3020.622070
	Iteration 17Q: 3 clusters Score -579179.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -579205.375000 Penalty: 3020.622070
	Iteration 18Q: 3 clusters Score -579205.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -579232.125000 Penalty: 3020.622070
	Iteration 19Q: 3 clusters Score -579232.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -579260.375000 Penalty: 3020.622070
	Iteration 20F: 3 clusters Score -579260.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -579281.187500 Penalty: 3020.622070
	Iteration 21Q: 3 clusters Score -579281.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -579301.375000 Penalty: 3020.622070
	Iteration 22Q: 3 clusters Score -579301.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -579320.562500 Penalty: 3020.622070
	Iteration 23Q: 3 clusters Score -579320.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -579343.562500 Penalty: 3020.622070
	Iteration 24Q: 3 clusters Score -579343.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -579372.562500 Penalty: 3020.622070
	Iteration 25Q: 3 clusters Score -579372.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -579406.937500 Penalty: 3020.622070
	Iteration 26Q: 3 clusters Score -579406.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -579452.687500 Penalty: 3020.622070
	Iteration 27Q: 3 clusters Score -579452.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -579498.437500 Penalty: 3020.622070
	Iteration 28Q: 3 clusters Score -579498.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -579554.375000 Penalty: 3020.622070
	Iteration 29Q: 3 clusters Score -579554.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -579620.125000 Penalty: 3020.622070
	Iteration 30Q: 3 clusters Score -579620.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -579702.500000 Penalty: 3020.622070
	Iteration 31Q: 3 clusters Score -579702.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -579803.875000 Penalty: 3020.622070
	Iteration 32Q: 3 clusters Score -579803.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -579931.937500 Penalty: 3020.622070
	Iteration 33Q: 3 clusters Score -579931.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -580070.937500 Penalty: 3020.622070
	Iteration 34Q: 3 clusters Score -580070.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -580154.312500 Penalty: 3020.622070
	Iteration 35Q: 3 clusters Score -580154.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -580216.625000 Penalty: 3020.622070
	Iteration 36Q: 3 clusters Score -580216.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -580263.750000 Penalty: 3020.622070
	Iteration 37Q: 3 clusters Score -580263.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -580298.812500 Penalty: 3020.622070
	Iteration 38Q: 3 clusters Score -580298.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -580326.062500 Penalty: 3020.622070
	Iteration 39Q: 3 clusters Score -580326.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -580346.000000 Penalty: 3020.622070
	Iteration 40F: 3 clusters Score -580346 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -580356.812500 Penalty: 3020.622070
	Iteration 41Q: 3 clusters Score -580356.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -580361.062500 Penalty: 3020.622070
	Iteration 42Q: 3 clusters Score -580361.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -580364.437500 Penalty: 3020.622070
	Iteration 43Q: 3 clusters Score -580364.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -580367.250000 Penalty: 3020.622070
	Iteration 44Q: 3 clusters Score -580367.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -580369.687500 Penalty: 3020.622070
	Iteration 45Q: 3 clusters Score -580369.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -580368.875000 Penalty: 3020.622070
	Iteration 46Q: 3 clusters Score -580368.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -580368.875000 Penalty: 3020.622070
	Iteration 47F: 3 clusters Score -580368.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Entering Unmasked Estep 
Score: -460315.125000 Penalty: 1467.941040
	Iteration 0F: 2 clusters Score -460315.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -454274.312500 Penalty: 2935.882080
	Iteration 0F: 3 clusters Score -454274.3 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -456141.562500 Penalty: 2935.882080
	Iteration 1F: 3 clusters Score -456141.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -456356.437500 Penalty: 2935.882080
	Iteration 2F: 3 clusters Score -456356.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -456516.000000 Penalty: 2935.882080
	Iteration 3Q: 3 clusters Score -456516 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -456643.718750 Penalty: 2935.882080
	Iteration 4Q: 3 clusters Score -456643.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -456760.312500 Penalty: 2935.882080
	Iteration 5Q: 3 clusters Score -456760.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -456913.750000 Penalty: 2935.882080
	Iteration 6Q: 3 clusters Score -456913.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -457092.093750 Penalty: 2935.882080
	Iteration 7Q: 3 clusters Score -457092.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -457321.312500 Penalty: 2935.882080
	Iteration 8Q: 3 clusters Score -457321.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -457658.625000 Penalty: 2935.882080
	Iteration 9F: 3 clusters Score -457658.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -458023.375000 Penalty: 2935.882080
	Iteration 10F: 3 clusters Score -458023.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -458357.093750 Penalty: 2935.882080
	Iteration 11Q: 3 clusters Score -458357.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -458585.062500 Penalty: 2935.882080
	Iteration 12Q: 3 clusters Score -458585.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -458746.156250 Penalty: 2935.882080
	Iteration 13Q: 3 clusters Score -458746.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -458853.562500 Penalty: 2935.882080
	Iteration 14Q: 3 clusters Score -458853.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -458912.500000 Penalty: 2935.882080
	Iteration 15Q: 3 clusters Score -458912.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -458951.187500 Penalty: 2935.882080
	Iteration 16Q: 3 clusters Score -458951.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -458969.531250 Penalty: 2935.882080
	Iteration 17Q: 3 clusters Score -458969.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -458985.937500 Penalty: 2935.882080
	Iteration 18Q: 3 clusters Score -458985.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -458998.343750 Penalty: 2935.882080
	Iteration 19Q: 3 clusters Score -458998.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -459013.343750 Penalty: 2935.882080
	Iteration 20F: 3 clusters Score -459013.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -459023.718750 Penalty: 2935.882080
	Iteration 21Q: 3 clusters Score -459023.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -459034.468750 Penalty: 2935.882080
	Iteration 22Q: 3 clusters Score -459034.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -459038.031250 Penalty: 2935.882080
	Iteration 23Q: 3 clusters Score -459038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -459038.687500 Penalty: 2935.882080
	Iteration 24Q: 3 clusters Score -459038.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -459040.593750 Penalty: 2935.882080
	Iteration 25Q: 3 clusters Score -459040.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -459040.593750 Penalty: 2935.882080
	Iteration 26F: 3 clusters Score -459040.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Entering Unmasked Estep 
Score: -386082.687500 Penalty: 1449.237183
	Iteration 0F: 2 clusters Score -386082.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -380464.781250 Penalty: 2898.474365
	Iteration 0F: 3 clusters Score -380464.8 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -382229.593750 Penalty: 2898.474365
	Iteration 1F: 3 clusters Score -382229.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -382443.812500 Penalty: 2898.474365
	Iteration 2F: 3 clusters Score -382443.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -382638.562500 Penalty: 2898.474365
	Iteration 3F: 3 clusters Score -382638.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -382837.906250 Penalty: 2898.474365
	Iteration 4F: 3 clusters Score -382837.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -383063.812500 Penalty: 2898.474365
	Iteration 5F: 3 clusters Score -383063.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -383266.343750 Penalty: 2898.474365
	Iteration 6Q: 3 clusters Score -383266.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -383457.531250 Penalty: 2898.474365
	Iteration 7Q: 3 clusters Score -383457.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -383638.875000 Penalty: 2898.474365
	Iteration 8Q: 3 clusters Score -383638.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -383809.156250 Penalty: 2898.474365
	Iteration 9Q: 3 clusters Score -383809.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -383974.375000 Penalty: 2898.474365
	Iteration 10Q: 3 clusters Score -383974.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -384127.781250 Penalty: 2898.474365
	Iteration 11Q: 3 clusters Score -384127.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -384245.375000 Penalty: 2898.474365
	Iteration 12Q: 3 clusters Score -384245.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -384334.406250 Penalty: 2898.474365
	Iteration 13Q: 3 clusters Score -384334.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -384414.437500 Penalty: 2898.474365
	Iteration 14Q: 3 clusters Score -384414.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -384492.625000 Penalty: 2898.474365
	Iteration 15Q: 3 clusters Score -384492.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -384540.125000 Penalty: 2898.474365
	Iteration 16Q: 3 clusters Score -384540.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -384568.218750 Penalty: 2898.474365
	Iteration 17Q: 3 clusters Score -384568.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -384581.531250 Penalty: 2898.474365
	Iteration 18Q: 3 clusters Score -384581.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -384588.281250 Penalty: 2898.474365
	Iteration 19Q: 3 clusters Score -384588.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -384595.156250 Penalty: 2898.474365
	Iteration 20F: 3 clusters Score -384595.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -384600.281250 Penalty: 2898.474365
	Iteration 21Q: 3 clusters Score -384600.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -384605.875000 Penalty: 2898.474365
	Iteration 22Q: 3 clusters Score -384605.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -384610.406250 Penalty: 2898.474365
	Iteration 23Q: 3 clusters Score -384610.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -384613.968750 Penalty: 2898.474365
	Iteration 24Q: 3 clusters Score -384614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -384617.531250 Penalty: 2898.474365
	Iteration 25Q: 3 clusters Score -384617.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -384622.437500 Penalty: 2898.474365
	Iteration 26Q: 3 clusters Score -384622.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -384626.031250 Penalty: 2898.474365
	Iteration 27Q: 3 clusters Score -384626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -384627.656250 Penalty: 2898.474365
	Iteration 28Q: 3 clusters Score -384627.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -384630.343750 Penalty: 2898.474365
	Iteration 29Q: 3 clusters Score -384630.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -384633.312500 Penalty: 2898.474365
	Iteration 30Q: 3 clusters Score -384633.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -384636.906250 Penalty: 2898.474365
	Iteration 31Q: 3 clusters Score -384636.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -384640.625000 Penalty: 2898.474365
	Iteration 32Q: 3 clusters Score -384640.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -384640.625000 Penalty: 2898.474365
	Iteration 33Q: 3 clusters Score -384640.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -384642.187500 Penalty: 2898.474365
	Iteration 34Q: 3 clusters Score -384642.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -384642.500000 Penalty: 2898.474365
	Iteration 35Q: 3 clusters Score -384642.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -384642.500000 Penalty: 2898.474365
	Iteration 36F: 3 clusters Score -384642.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Entering Unmasked Estep 
Score: -106499.851562 Penalty: 1258.773804
	Iteration 0F: 2 clusters Score -106499.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -104286.039062 Penalty: 2517.547607
	Iteration 0F: 3 clusters Score -104286 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -104894.289062 Penalty: 2517.547607
	Iteration 1F: 3 clusters Score -104894.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -105259.601562 Penalty: 2517.547607
	Iteration 2F: 3 clusters Score -105259.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -105607.789062 Penalty: 2517.547607
	Iteration 3F: 3 clusters Score -105607.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -105872.507812 Penalty: 2517.547607
	Iteration 4F: 3 clusters Score -105872.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -106033.476562 Penalty: 2517.547607
	Iteration 5F: 3 clusters Score -106033.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -106124.062500 Penalty: 2517.547607
	Iteration 6Q: 3 clusters Score -106124.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -106174.773438 Penalty: 2517.547607
	Iteration 7Q: 3 clusters Score -106174.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -106203.007812 Penalty: 2517.547607
	Iteration 8Q: 3 clusters Score -106203 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -106226.101562 Penalty: 2517.547607
	Iteration 9Q: 3 clusters Score -106226.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -106243.640625 Penalty: 2517.547607
	Iteration 10Q: 3 clusters Score -106243.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -106256.796875 Penalty: 2517.547607
	Iteration 11Q: 3 clusters Score -106256.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -106267.851562 Penalty: 2517.547607
	Iteration 12Q: 3 clusters Score -106267.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -106278.601562 Penalty: 2517.547607
	Iteration 13Q: 3 clusters Score -106278.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -106293.664062 Penalty: 2517.547607
	Iteration 14Q: 3 clusters Score -106293.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -106300.828125 Penalty: 2517.547607
	Iteration 15Q: 3 clusters Score -106300.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -106305.960938 Penalty: 2517.547607
	Iteration 16Q: 3 clusters Score -106306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -106308.195312 Penalty: 2517.547607
	Iteration 17Q: 3 clusters Score -106308.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -106310.445312 Penalty: 2517.547607
	Iteration 18Q: 3 clusters Score -106310.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -106312.890625 Penalty: 2517.547607
	Iteration 19Q: 3 clusters Score -106312.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -106314.171875 Penalty: 2517.547607
	Iteration 20F: 3 clusters Score -106314.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -106315.359375 Penalty: 2517.547607
	Iteration 21Q: 3 clusters Score -106315.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -106316.039062 Penalty: 2517.547607
	Iteration 22Q: 3 clusters Score -106316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -106316.781250 Penalty: 2517.547607
	Iteration 23Q: 3 clusters Score -106316.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -106318.695312 Penalty: 2517.547607
	Iteration 24Q: 3 clusters Score -106318.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -106319.976562 Penalty: 2517.547607
	Iteration 25Q: 3 clusters Score -106320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -106322.468750 Penalty: 2517.547607
	Iteration 26Q: 3 clusters Score -106322.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -106325.000000 Penalty: 2517.547607
	Iteration 27Q: 3 clusters Score -106325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -106327.601562 Penalty: 2517.547607
	Iteration 28Q: 3 clusters Score -106327.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -106329.656250 Penalty: 2517.547607
	Iteration 29Q: 3 clusters Score -106329.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -106332.796875 Penalty: 2517.547607
	Iteration 30Q: 3 clusters Score -106332.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -106336.156250 Penalty: 2517.547607
	Iteration 31Q: 3 clusters Score -106336.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -106337.890625 Penalty: 2517.547607
	Iteration 32Q: 3 clusters Score -106337.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -106341.187500 Penalty: 2517.547607
	Iteration 33Q: 3 clusters Score -106341.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -106346.085938 Penalty: 2517.547607
	Iteration 34Q: 3 clusters Score -106346.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -106350.007812 Penalty: 2517.547607
	Iteration 35Q: 3 clusters Score -106350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -106351.414062 Penalty: 2517.547607
	Iteration 36Q: 3 clusters Score -106351.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -106353.085938 Penalty: 2517.547607
	Iteration 37Q: 3 clusters Score -106353.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -106353.726562 Penalty: 2517.547607
	Iteration 38Q: 3 clusters Score -106353.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -106355.000000 Penalty: 2517.547607
	Iteration 39Q: 3 clusters Score -106355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -106355.945312 Penalty: 2517.547607
	Iteration 40F: 3 clusters Score -106355.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -106356.773438 Penalty: 2517.547607
	Iteration 41Q: 3 clusters Score -106356.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -106357.484375 Penalty: 2517.547607
	Iteration 42Q: 3 clusters Score -106357.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -106357.484375 Penalty: 2517.547607
	Iteration 43F: 3 clusters Score -106357.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Entering Unmasked Estep 
Score: -284718.093750 Penalty: 1404.879272
	Iteration 0F: 2 clusters Score -284718.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -280292.468750 Penalty: 2809.758545
	Iteration 0F: 3 clusters Score -280292.5 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -281508.406250 Penalty: 2809.758545
	Iteration 1F: 3 clusters Score -281508.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -281713.312500 Penalty: 2809.758545
	Iteration 2F: 3 clusters Score -281713.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -281889.437500 Penalty: 2809.758545
	Iteration 3F: 3 clusters Score -281889.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -282058.687500 Penalty: 2809.758545
	Iteration 4Q: 3 clusters Score -282058.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -282218.031250 Penalty: 2809.758545
	Iteration 5Q: 3 clusters Score -282218 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -282358.843750 Penalty: 2809.758545
	Iteration 6Q: 3 clusters Score -282358.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -282515.125000 Penalty: 2809.758545
	Iteration 7Q: 3 clusters Score -282515.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -282673.531250 Penalty: 2809.758545
	Iteration 8Q: 3 clusters Score -282673.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -282831.437500 Penalty: 2809.758545
	Iteration 9Q: 3 clusters Score -282831.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -282988.250000 Penalty: 2809.758545
	Iteration 10Q: 3 clusters Score -282988.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -283149.500000 Penalty: 2809.758545
	Iteration 11Q: 3 clusters Score -283149.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -283308.812500 Penalty: 2809.758545
	Iteration 12Q: 3 clusters Score -283308.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -283443.781250 Penalty: 2809.758545
	Iteration 13Q: 3 clusters Score -283443.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -283546.656250 Penalty: 2809.758545
	Iteration 14Q: 3 clusters Score -283546.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -283639.250000 Penalty: 2809.758545
	Iteration 15Q: 3 clusters Score -283639.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -283712.781250 Penalty: 2809.758545
	Iteration 16Q: 3 clusters Score -283712.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -283751.843750 Penalty: 2809.758545
	Iteration 17Q: 3 clusters Score -283751.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -283771.250000 Penalty: 2809.758545
	Iteration 18Q: 3 clusters Score -283771.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -283785.312500 Penalty: 2809.758545
	Iteration 19Q: 3 clusters Score -283785.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -283795.281250 Penalty: 2809.758545
	Iteration 20F: 3 clusters Score -283795.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -283802.250000 Penalty: 2809.758545
	Iteration 21Q: 3 clusters Score -283802.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -283807.718750 Penalty: 2809.758545
	Iteration 22Q: 3 clusters Score -283807.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -283810.281250 Penalty: 2809.758545
	Iteration 23Q: 3 clusters Score -283810.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -283812.250000 Penalty: 2809.758545
	Iteration 24Q: 3 clusters Score -283812.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -283812.750000 Penalty: 2809.758545
	Iteration 25Q: 3 clusters Score -283812.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -283813.625000 Penalty: 2809.758545
	Iteration 26Q: 3 clusters Score -283813.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -283813.625000 Penalty: 2809.758545
	Iteration 27F: 3 clusters Score -283813.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (28201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Entering Unmasked Estep 
Score: -1474914.125000 Penalty: 1665.155762
	Iteration 0F: 2 clusters Score -1474914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1455876.750000 Penalty: 3330.311523
	Iteration 0F: 3 clusters Score -1455877 nChanged 13012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1463123.000000 Penalty: 3330.311523
	Iteration 1F: 3 clusters Score -1463123 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -1463720.000000 Penalty: 3330.311523
	Iteration 2Q: 3 clusters Score -1463720 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -1464592.125000 Penalty: 3330.311523
	Iteration 3F: 3 clusters Score -1464592 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -1465901.375000 Penalty: 3330.311523
	Iteration 4F: 3 clusters Score -1465901 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -1467648.500000 Penalty: 3330.311523
	Iteration 5F: 3 clusters Score -1467648 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -1469396.125000 Penalty: 3330.311523
	Iteration 6F: 3 clusters Score -1469396 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -1470672.500000 Penalty: 3330.311523
	Iteration 7F: 3 clusters Score -1470672 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -1471412.375000 Penalty: 3330.311523
	Iteration 8Q: 3 clusters Score -1471412 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -1471837.500000 Penalty: 3330.311523
	Iteration 9Q: 3 clusters Score -1471838 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -1472118.000000 Penalty: 3330.311523
	Iteration 10Q: 3 clusters Score -1472118 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -1472361.750000 Penalty: 3330.311523
	Iteration 11Q: 3 clusters Score -1472362 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -1472555.000000 Penalty: 3330.311523
	Iteration 12Q: 3 clusters Score -1472555 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -1472726.500000 Penalty: 3330.311523
	Iteration 13Q: 3 clusters Score -1472726 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -1472869.750000 Penalty: 3330.311523
	Iteration 14Q: 3 clusters Score -1472870 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -1472986.000000 Penalty: 3330.311523
	Iteration 15Q: 3 clusters Score -1472986 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -1473087.875000 Penalty: 3330.311523
	Iteration 16Q: 3 clusters Score -1473088 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -1473189.875000 Penalty: 3330.311523
	Iteration 17Q: 3 clusters Score -1473190 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -1473245.000000 Penalty: 3330.311523
	Iteration 18Q: 3 clusters Score -1473245 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -1473309.000000 Penalty: 3330.311523
	Iteration 19Q: 3 clusters Score -1473309 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -1473359.000000 Penalty: 3330.311523
	Iteration 20F: 3 clusters Score -1473359 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -1473396.750000 Penalty: 3330.311523
	Iteration 21Q: 3 clusters Score -1473397 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -1473429.250000 Penalty: 3330.311523
	Iteration 22Q: 3 clusters Score -1473429 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -1473457.625000 Penalty: 3330.311523
	Iteration 23Q: 3 clusters Score -1473458 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -1473476.125000 Penalty: 3330.311523
	Iteration 24Q: 3 clusters Score -1473476 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -1473492.625000 Penalty: 3330.311523
	Iteration 25Q: 3 clusters Score -1473493 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -1473509.625000 Penalty: 3330.311523
	Iteration 26Q: 3 clusters Score -1473510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -1473512.500000 Penalty: 3330.311523
	Iteration 27Q: 3 clusters Score -1473512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -1473521.250000 Penalty: 3330.311523
	Iteration 28Q: 3 clusters Score -1473521 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -1473537.000000 Penalty: 3330.311523
	Iteration 29Q: 3 clusters Score -1473537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -1473547.875000 Penalty: 3330.311523
	Iteration 30Q: 3 clusters Score -1473548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -1473554.625000 Penalty: 3330.311523
	Iteration 31Q: 3 clusters Score -1473555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -1473558.125000 Penalty: 3330.311523
	Iteration 32Q: 3 clusters Score -1473558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -1473562.625000 Penalty: 3330.311523
	Iteration 33Q: 3 clusters Score -1473563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -1473567.875000 Penalty: 3330.311523
	Iteration 34Q: 3 clusters Score -1473568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -1473569.500000 Penalty: 3330.311523
	Iteration 35Q: 3 clusters Score -1473570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -1473574.375000 Penalty: 3330.311523
	Iteration 36Q: 3 clusters Score -1473574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -1473573.875000 Penalty: 3330.311523
	Iteration 37Q: 3 clusters Score -1473574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -1473577.375000 Penalty: 3330.311523
	Iteration 38Q: 3 clusters Score -1473577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -1473580.875000 Penalty: 3330.311523
	Iteration 39Q: 3 clusters Score -1473581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -1473580.250000 Penalty: 3330.311523
	Iteration 40F: 3 clusters Score -1473580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -1473582.750000 Penalty: 3330.311523
	Iteration 41Q: 3 clusters Score -1473583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -1473585.375000 Penalty: 3330.311523
	Iteration 42Q: 3 clusters Score -1473585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -1473581.375000 Penalty: 3330.311523
	Iteration 43Q: 3 clusters Score -1473581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -1473585.750000 Penalty: 3330.311523
	Iteration 44Q: 3 clusters Score -1473586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -1473585.125000 Penalty: 3330.311523
	Iteration 45Q: 3 clusters Score -1473585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -1473584.875000 Penalty: 3330.311523
	Iteration 46Q: 3 clusters Score -1473585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -1473584.625000 Penalty: 3330.311523
	Iteration 47Q: 3 clusters Score -1473585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -1473586.250000 Penalty: 3330.311523
	Iteration 48Q: 3 clusters Score -1473586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -1473586.750000 Penalty: 3330.311523
	Iteration 49Q: 3 clusters Score -1473587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -1473586.750000 Penalty: 3330.311523
	Iteration 50F: 3 clusters Score -1473587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -45029.433594 Penalty: 1119.558594
	Iteration 0F: 2 clusters Score -45029.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -43577.421875 Penalty: 2239.117188
	Iteration 0F: 3 clusters Score -43577.42 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -43822.492188 Penalty: 2239.117188
	Iteration 1F: 3 clusters Score -43822.49 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -43913.632812 Penalty: 2239.117188
	Iteration 2F: 3 clusters Score -43913.63 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -43967.640625 Penalty: 2239.117188
	Iteration 3Q: 3 clusters Score -43967.64 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -44008.910156 Penalty: 2239.117188
	Iteration 4Q: 3 clusters Score -44008.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -44043.402344 Penalty: 2239.117188
	Iteration 5Q: 3 clusters Score -44043.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -44065.277344 Penalty: 2239.117188
	Iteration 6Q: 3 clusters Score -44065.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -44080.078125 Penalty: 2239.117188
	Iteration 7Q: 3 clusters Score -44080.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -44089.656250 Penalty: 2239.117188
	Iteration 8Q: 3 clusters Score -44089.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -44101.148438 Penalty: 2239.117188
	Iteration 9Q: 3 clusters Score -44101.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -44119.718750 Penalty: 2239.117188
	Iteration 10Q: 3 clusters Score -44119.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -44141.738281 Penalty: 2239.117188
	Iteration 11Q: 3 clusters Score -44141.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -44155.644531 Penalty: 2239.117188
	Iteration 12Q: 3 clusters Score -44155.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -44173.097656 Penalty: 2239.117188
	Iteration 13Q: 3 clusters Score -44173.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -44193.964844 Penalty: 2239.117188
	Iteration 14Q: 3 clusters Score -44193.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -44221.304688 Penalty: 2239.117188
	Iteration 15Q: 3 clusters Score -44221.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -44249.910156 Penalty: 2239.117188
	Iteration 16Q: 3 clusters Score -44249.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -44294.871094 Penalty: 2239.117188
	Iteration 17Q: 3 clusters Score -44294.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -44345.074219 Penalty: 2239.117188
	Iteration 18Q: 3 clusters Score -44345.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -44392.589844 Penalty: 2239.117188
	Iteration 19Q: 3 clusters Score -44392.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -44454.875000 Penalty: 2239.117188
	Iteration 20F: 3 clusters Score -44454.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -44566.777344 Penalty: 2239.117188
	Iteration 21Q: 3 clusters Score -44566.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -44721.488281 Penalty: 2239.117188
	Iteration 22Q: 3 clusters Score -44721.49 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -44878.453125 Penalty: 2239.117188
	Iteration 23Q: 3 clusters Score -44878.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -44912.812500 Penalty: 2239.117188
	Iteration 24Q: 3 clusters Score -44912.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -44926.421875 Penalty: 2239.117188
	Iteration 25Q: 3 clusters Score -44926.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -44930.839844 Penalty: 2239.117188
	Iteration 26Q: 3 clusters Score -44930.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -44933.902344 Penalty: 2239.117188
	Iteration 27Q: 3 clusters Score -44933.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -44933.902344 Penalty: 2239.117188
	Iteration 28F: 3 clusters Score -44933.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Entering Unmasked Estep 
Score: -771221.625000 Penalty: 1553.042847
	Iteration 0F: 2 clusters Score -771221.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -761372.562500 Penalty: 3106.085693
	Iteration 0F: 3 clusters Score -761372.6 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -764829.125000 Penalty: 3106.085693
	Iteration 1F: 3 clusters Score -764829.1 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -765184.312500 Penalty: 3106.085693
	Iteration 2F: 3 clusters Score -765184.3 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -765535.500000 Penalty: 3106.085693
	Iteration 3F: 3 clusters Score -765535.5 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -765934.562500 Penalty: 3106.085693
	Iteration 4F: 3 clusters Score -765934.6 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -766373.187500 Penalty: 3106.085693
	Iteration 5F: 3 clusters Score -766373.2 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -766815.187500 Penalty: 3106.085693
	Iteration 6F: 3 clusters Score -766815.2 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -767310.812500 Penalty: 3106.085693
	Iteration 7F: 3 clusters Score -767310.8 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -767819.625000 Penalty: 3106.085693
	Iteration 8Q: 3 clusters Score -767819.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -768305.437500 Penalty: 3106.085693
	Iteration 9Q: 3 clusters Score -768305.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -768743.250000 Penalty: 3106.085693
	Iteration 10Q: 3 clusters Score -768743.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -769062.750000 Penalty: 3106.085693
	Iteration 11Q: 3 clusters Score -769062.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -769254.500000 Penalty: 3106.085693
	Iteration 12Q: 3 clusters Score -769254.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -769412.750000 Penalty: 3106.085693
	Iteration 13Q: 3 clusters Score -769412.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -769535.125000 Penalty: 3106.085693
	Iteration 14Q: 3 clusters Score -769535.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -769616.562500 Penalty: 3106.085693
	Iteration 15Q: 3 clusters Score -769616.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -769680.812500 Penalty: 3106.085693
	Iteration 16Q: 3 clusters Score -769680.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -769735.125000 Penalty: 3106.085693
	Iteration 17Q: 3 clusters Score -769735.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -769780.125000 Penalty: 3106.085693
	Iteration 18Q: 3 clusters Score -769780.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -769813.687500 Penalty: 3106.085693
	Iteration 19Q: 3 clusters Score -769813.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -769838.937500 Penalty: 3106.085693
	Iteration 20F: 3 clusters Score -769838.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -769859.750000 Penalty: 3106.085693
	Iteration 21Q: 3 clusters Score -769859.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -769873.687500 Penalty: 3106.085693
	Iteration 22Q: 3 clusters Score -769873.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -769883.187500 Penalty: 3106.085693
	Iteration 23Q: 3 clusters Score -769883.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -769889.062500 Penalty: 3106.085693
	Iteration 24Q: 3 clusters Score -769889.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -769893.750000 Penalty: 3106.085693
	Iteration 25Q: 3 clusters Score -769893.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -769897.437500 Penalty: 3106.085693
	Iteration 26Q: 3 clusters Score -769897.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -769901.000000 Penalty: 3106.085693
	Iteration 27Q: 3 clusters Score -769901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -769901.875000 Penalty: 3106.085693
	Iteration 28Q: 3 clusters Score -769901.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -769908.187500 Penalty: 3106.085693
	Iteration 29Q: 3 clusters Score -769908.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -769908.312500 Penalty: 3106.085693
	Iteration 30Q: 3 clusters Score -769908.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -769909.750000 Penalty: 3106.085693
	Iteration 31Q: 3 clusters Score -769909.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -769910.500000 Penalty: 3106.085693
	Iteration 32Q: 3 clusters Score -769910.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -769911.812500 Penalty: 3106.085693
	Iteration 33Q: 3 clusters Score -769911.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -769911.812500 Penalty: 3106.085693
	Iteration 34F: 3 clusters Score -769911.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Entering Unmasked Estep 
Score: -441900.687500 Penalty: 1465.242554
	Iteration 0F: 2 clusters Score -441900.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -435913.281250 Penalty: 2930.485107
	Iteration 0F: 3 clusters Score -435913.3 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -437765.156250 Penalty: 2930.485107
	Iteration 1F: 3 clusters Score -437765.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -437927.812500 Penalty: 2930.485107
	Iteration 2F: 3 clusters Score -437927.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -438035.875000 Penalty: 2930.485107
	Iteration 3Q: 3 clusters Score -438035.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -438132.187500 Penalty: 2930.485107
	Iteration 4Q: 3 clusters Score -438132.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -438216.562500 Penalty: 2930.485107
	Iteration 5Q: 3 clusters Score -438216.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -438291.062500 Penalty: 2930.485107
	Iteration 6Q: 3 clusters Score -438291.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -438361.375000 Penalty: 2930.485107
	Iteration 7Q: 3 clusters Score -438361.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -438430.812500 Penalty: 2930.485107
	Iteration 8Q: 3 clusters Score -438430.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -438506.125000 Penalty: 2930.485107
	Iteration 9Q: 3 clusters Score -438506.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -438587.343750 Penalty: 2930.485107
	Iteration 10Q: 3 clusters Score -438587.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -438682.718750 Penalty: 2930.485107
	Iteration 11Q: 3 clusters Score -438682.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -438778.656250 Penalty: 2930.485107
	Iteration 12Q: 3 clusters Score -438778.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -438873.156250 Penalty: 2930.485107
	Iteration 13Q: 3 clusters Score -438873.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -439004.625000 Penalty: 2930.485107
	Iteration 14Q: 3 clusters Score -439004.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -439155.781250 Penalty: 2930.485107
	Iteration 15Q: 3 clusters Score -439155.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -439362.656250 Penalty: 2930.485107
	Iteration 16Q: 3 clusters Score -439362.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -439591.312500 Penalty: 2930.485107
	Iteration 17Q: 3 clusters Score -439591.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -439792.531250 Penalty: 2930.485107
	Iteration 18Q: 3 clusters Score -439792.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -439966.593750 Penalty: 2930.485107
	Iteration 19Q: 3 clusters Score -439966.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -440086.187500 Penalty: 2930.485107
	Iteration 20F: 3 clusters Score -440086.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -440168.125000 Penalty: 2930.485107
	Iteration 21Q: 3 clusters Score -440168.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -440216.375000 Penalty: 2930.485107
	Iteration 22Q: 3 clusters Score -440216.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -440253.812500 Penalty: 2930.485107
	Iteration 23Q: 3 clusters Score -440253.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -440281.000000 Penalty: 2930.485107
	Iteration 24Q: 3 clusters Score -440281 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -440295.125000 Penalty: 2930.485107
	Iteration 25Q: 3 clusters Score -440295.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -440303.531250 Penalty: 2930.485107
	Iteration 26Q: 3 clusters Score -440303.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -440309.843750 Penalty: 2930.485107
	Iteration 27Q: 3 clusters Score -440309.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -440314.906250 Penalty: 2930.485107
	Iteration 28Q: 3 clusters Score -440314.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -440320.468750 Penalty: 2930.485107
	Iteration 29Q: 3 clusters Score -440320.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -440327.406250 Penalty: 2930.485107
	Iteration 30Q: 3 clusters Score -440327.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -440336.843750 Penalty: 2930.485107
	Iteration 31Q: 3 clusters Score -440336.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -440344.187500 Penalty: 2930.485107
	Iteration 32Q: 3 clusters Score -440344.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -440351.156250 Penalty: 2930.485107
	Iteration 33Q: 3 clusters Score -440351.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -440361.343750 Penalty: 2930.485107
	Iteration 34Q: 3 clusters Score -440361.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -440369.781250 Penalty: 2930.485107
	Iteration 35Q: 3 clusters Score -440369.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -440375.906250 Penalty: 2930.485107
	Iteration 36Q: 3 clusters Score -440375.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -440385.906250 Penalty: 2930.485107
	Iteration 37Q: 3 clusters Score -440385.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -440399.125000 Penalty: 2930.485107
	Iteration 38Q: 3 clusters Score -440399.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -440411.031250 Penalty: 2930.485107
	Iteration 39Q: 3 clusters Score -440411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -440416.312500 Penalty: 2930.485107
	Iteration 40F: 3 clusters Score -440416.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -440424.250000 Penalty: 2930.485107
	Iteration 41Q: 3 clusters Score -440424.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -440430.000000 Penalty: 2930.485107
	Iteration 42Q: 3 clusters Score -440430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -440437.250000 Penalty: 2930.485107
	Iteration 43Q: 3 clusters Score -440437.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -440441.906250 Penalty: 2930.485107
	Iteration 44Q: 3 clusters Score -440441.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -440446.843750 Penalty: 2930.485107
	Iteration 45Q: 3 clusters Score -440446.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -440450.468750 Penalty: 2930.485107
	Iteration 46Q: 3 clusters Score -440450.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -440453.093750 Penalty: 2930.485107
	Iteration 47Q: 3 clusters Score -440453.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -440454.781250 Penalty: 2930.485107
	Iteration 48Q: 3 clusters Score -440454.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -440454.781250 Penalty: 2930.485107
	Iteration 49Q: 3 clusters Score -440454.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -440456.937500 Penalty: 2930.485107
	Iteration 50Q: 3 clusters Score -440456.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -440457.343750 Penalty: 2930.485107
	Iteration 51Q: 3 clusters Score -440457.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -440458.593750 Penalty: 2930.485107
	Iteration 52Q: 3 clusters Score -440458.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -440458.593750 Penalty: 2930.485107
	Iteration 53Q: 3 clusters Score -440458.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -440458.500000 Penalty: 2930.485107
	Iteration 54Q: 3 clusters Score -440458.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -440458.500000 Penalty: 2930.485107
	Iteration 55F: 3 clusters Score -440458.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Entering Unmasked Estep 
Score: -305819.406250 Penalty: 1405.933594
	Iteration 0F: 2 clusters Score -305819.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -301354.812500 Penalty: 2811.867188
	Iteration 0F: 3 clusters Score -301354.8 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -302602.656250 Penalty: 2811.867188
	Iteration 1F: 3 clusters Score -302602.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -302795.718750 Penalty: 2811.867188
	Iteration 2F: 3 clusters Score -302795.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -302923.093750 Penalty: 2811.867188
	Iteration 3Q: 3 clusters Score -302923.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -303018.156250 Penalty: 2811.867188
	Iteration 4Q: 3 clusters Score -303018.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -303099.187500 Penalty: 2811.867188
	Iteration 5Q: 3 clusters Score -303099.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -303174.656250 Penalty: 2811.867188
	Iteration 6Q: 3 clusters Score -303174.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -303276.625000 Penalty: 2811.867188
	Iteration 7Q: 3 clusters Score -303276.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -303392.343750 Penalty: 2811.867188
	Iteration 8Q: 3 clusters Score -303392.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -303520.937500 Penalty: 2811.867188
	Iteration 9Q: 3 clusters Score -303520.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -303660.968750 Penalty: 2811.867188
	Iteration 10Q: 3 clusters Score -303661 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -303814.687500 Penalty: 2811.867188
	Iteration 11Q: 3 clusters Score -303814.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -303972.468750 Penalty: 2811.867188
	Iteration 12Q: 3 clusters Score -303972.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -304139.968750 Penalty: 2811.867188
	Iteration 13Q: 3 clusters Score -304140 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -304275.781250 Penalty: 2811.867188
	Iteration 14Q: 3 clusters Score -304275.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -304376.562500 Penalty: 2811.867188
	Iteration 15Q: 3 clusters Score -304376.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -304446.593750 Penalty: 2811.867188
	Iteration 16Q: 3 clusters Score -304446.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -304501.031250 Penalty: 2811.867188
	Iteration 17Q: 3 clusters Score -304501 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -304546.781250 Penalty: 2811.867188
	Iteration 18Q: 3 clusters Score -304546.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -304562.156250 Penalty: 2811.867188
	Iteration 19Q: 3 clusters Score -304562.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -304575.906250 Penalty: 2811.867188
	Iteration 20F: 3 clusters Score -304575.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -304581.000000 Penalty: 2811.867188
	Iteration 21Q: 3 clusters Score -304581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -304588.375000 Penalty: 2811.867188
	Iteration 22Q: 3 clusters Score -304588.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -304593.187500 Penalty: 2811.867188
	Iteration 23Q: 3 clusters Score -304593.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -304593.187500 Penalty: 2811.867188
	Iteration 24F: 3 clusters Score -304593.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (59873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Entering Unmasked Estep 
Score: -3214614.750000 Penalty: 1787.496948
	Iteration 0F: 2 clusters Score -3214615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -3174589.000000 Penalty: 3574.993896
	Iteration 0F: 3 clusters Score -3174589 nChanged 28233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -3190544.250000 Penalty: 3574.993896
	Iteration 1F: 3 clusters Score -3190544 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -3190929.500000 Penalty: 3574.993896
	Iteration 2Q: 3 clusters Score -3190930 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -3191338.000000 Penalty: 3574.993896
	Iteration 3Q: 3 clusters Score -3191338 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -3191832.500000 Penalty: 3574.993896
	Iteration 4Q: 3 clusters Score -3191832 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -3192389.000000 Penalty: 3574.993896
	Iteration 5Q: 3 clusters Score -3192389 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -3193184.500000 Penalty: 3574.993896
	Iteration 6Q: 3 clusters Score -3193184 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -3194388.000000 Penalty: 3574.993896
	Iteration 7Q: 3 clusters Score -3194388 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -3196287.250000 Penalty: 3574.993896
	Iteration 8F: 3 clusters Score -3196287 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -3198903.250000 Penalty: 3574.993896
	Iteration 9F: 3 clusters Score -3198903 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3202056.250000 Penalty: 3574.993896
	Iteration 10F: 3 clusters Score -3202056 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -3205201.750000 Penalty: 3574.993896
	Iteration 11F: 3 clusters Score -3205202 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -3207810.500000 Penalty: 3574.993896
	Iteration 12Q: 3 clusters Score -3207810 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54830 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -3209772.500000 Penalty: 3574.993896
	Iteration 13Q: 3 clusters Score -3209772 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55919 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3210854.000000 Penalty: 3574.993896
	Iteration 14Q: 3 clusters Score -3210854 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56616 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -3211445.250000 Penalty: 3574.993896
	Iteration 15Q: 3 clusters Score -3211445 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57127 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3211782.250000 Penalty: 3574.993896
	Iteration 16Q: 3 clusters Score -3211782 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57547 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3212058.250000 Penalty: 3574.993896
	Iteration 17Q: 3 clusters Score -3212058 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57924 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3212258.500000 Penalty: 3574.993896
	Iteration 18Q: 3 clusters Score -3212258 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58214 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3212425.000000 Penalty: 3574.993896
	Iteration 19Q: 3 clusters Score -3212425 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58445 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3212549.750000 Penalty: 3574.993896
	Iteration 20F: 3 clusters Score -3212550 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58622 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3212665.250000 Penalty: 3574.993896
	Iteration 21Q: 3 clusters Score -3212665 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58774 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3212761.000000 Penalty: 3574.993896
	Iteration 22Q: 3 clusters Score -3212761 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58890 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3212846.000000 Penalty: 3574.993896
	Iteration 23Q: 3 clusters Score -3212846 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3212909.250000 Penalty: 3574.993896
	Iteration 24Q: 3 clusters Score -3212909 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59088 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3212955.500000 Penalty: 3574.993896
	Iteration 25Q: 3 clusters Score -3212956 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59145 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3212984.000000 Penalty: 3574.993896
	Iteration 26Q: 3 clusters Score -3212984 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59185 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3213016.250000 Penalty: 3574.993896
	Iteration 27Q: 3 clusters Score -3213016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3213036.750000 Penalty: 3574.993896
	Iteration 28Q: 3 clusters Score -3213037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3213061.500000 Penalty: 3574.993896
	Iteration 29Q: 3 clusters Score -3213062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59256 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3213074.250000 Penalty: 3574.993896
	Iteration 30Q: 3 clusters Score -3213074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59272 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3213085.750000 Penalty: 3574.993896
	Iteration 31Q: 3 clusters Score -3213086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3213090.500000 Penalty: 3574.993896
	Iteration 32Q: 3 clusters Score -3213090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59291 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3213090.750000 Penalty: 3574.993896
	Iteration 33Q: 3 clusters Score -3213091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59295 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3213093.000000 Penalty: 3574.993896
	Iteration 34Q: 3 clusters Score -3213093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3213098.750000 Penalty: 3574.993896
	Iteration 35Q: 3 clusters Score -3213099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3213099.000000 Penalty: 3574.993896
	Iteration 36Q: 3 clusters Score -3213099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59306 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3213103.750000 Penalty: 3574.993896
	Iteration 37Q: 3 clusters Score -3213104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3213108.500000 Penalty: 3574.993896
	Iteration 38Q: 3 clusters Score -3213108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59318 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3213110.500000 Penalty: 3574.993896
	Iteration 39Q: 3 clusters Score -3213110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3213122.000000 Penalty: 3574.993896
	Iteration 40F: 3 clusters Score -3213122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59328 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3213117.750000 Penalty: 3574.993896
	Iteration 41Q: 3 clusters Score -3213118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59328 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3213121.750000 Penalty: 3574.993896
	Iteration 42Q: 3 clusters Score -3213122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59331 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3213122.750000 Penalty: 3574.993896
	Iteration 43Q: 3 clusters Score -3213123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59334 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3213122.750000 Penalty: 3574.993896
	Iteration 44Q: 3 clusters Score -3213123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3213127.500000 Penalty: 3574.993896
	Iteration 45Q: 3 clusters Score -3213128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3213127.500000 Penalty: 3574.993896
	Iteration 46F: 3 clusters Score -3213128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32727 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13374 members 
Mstep: Class 7 contains 41612 members 
Mstep: Class 8 contains 215966 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9957 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77052 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90612 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29448 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10875 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5684 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14146 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933056.000000 Penalty: 65686.531250
Iteration 279Q: 31 clusters Score -3.593306e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32730 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13374 members 
Mstep: Class 7 contains 41617 members 
Mstep: Class 8 contains 215951 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9957 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77056 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90612 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29448 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10879 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5684 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14145 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933064.000000 Penalty: 65686.531250
Iteration 280F: 31 clusters Score -3.593306e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32733 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13375 members 
Mstep: Class 7 contains 41618 members 
Mstep: Class 8 contains 215943 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9957 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77059 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90609 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29448 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10881 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5684 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14146 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933056.000000 Penalty: 65686.531250
Iteration 281Q: 31 clusters Score -3.593306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32735 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13377 members 
Mstep: Class 7 contains 41618 members 
Mstep: Class 8 contains 215934 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9957 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77061 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90608 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29449 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10882 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5684 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14147 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5722 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933028.000000 Penalty: 65686.531250
Iteration 282Q: 31 clusters Score -3.593303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32736 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 41617 members 
Mstep: Class 8 contains 215932 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9957 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77062 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90608 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29449 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10882 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5684 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14147 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5722 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933028.000000 Penalty: 65686.531250
Iteration 283Q: 31 clusters Score -3.593303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32736 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 41618 members 
Mstep: Class 8 contains 215932 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9957 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77062 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90608 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29449 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10882 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5684 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14146 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5722 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933040.000000 Penalty: 65686.531250
Iteration 284Q: 31 clusters Score -3.593304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32735 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 41619 members 
Mstep: Class 8 contains 215932 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9958 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77062 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90608 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29448 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10882 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5684 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14146 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5722 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933036.000000 Penalty: 65686.531250
Iteration 285Q: 31 clusters Score -3.593304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32733 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 41621 members 
Mstep: Class 8 contains 215932 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9959 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77062 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90608 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29447 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10882 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5684 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14146 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5722 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933052.000000 Penalty: 65686.531250
Iteration 286Q: 31 clusters Score -3.593305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32732 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13379 members 
Mstep: Class 7 contains 41623 members 
Mstep: Class 8 contains 215930 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9960 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77062 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90608 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29446 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10882 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5684 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14146 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5722 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933032.000000 Penalty: 65686.531250
Iteration 287Q: 31 clusters Score -3.593303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32732 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13379 members 
Mstep: Class 7 contains 41627 members 
Mstep: Class 8 contains 215928 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9961 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77061 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90607 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29446 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10881 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5684 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14146 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5722 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933032.000000 Penalty: 65686.531250
Iteration 288Q: 31 clusters Score -3.593303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32733 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13379 members 
Mstep: Class 7 contains 41630 members 
Mstep: Class 8 contains 215924 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9962 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77060 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90607 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29446 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10881 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5684 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14146 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5722 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933016.000000 Penalty: 65686.531250
Iteration 289Q: 31 clusters Score -3.593302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32733 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13378 members 
Mstep: Class 7 contains 41632 members 
Mstep: Class 8 contains 215919 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9964 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77060 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90607 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29445 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10884 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5684 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14146 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5722 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933012.000000 Penalty: 65686.531250
Iteration 290Q: 31 clusters Score -3.593301e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32735 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13379 members 
Mstep: Class 7 contains 41634 members 
Mstep: Class 8 contains 215911 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9965 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77062 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90608 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29444 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10885 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5684 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14146 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933012.000000 Penalty: 65686.531250
Iteration 291Q: 31 clusters Score -3.593301e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32736 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13379 members 
Mstep: Class 7 contains 41637 members 
Mstep: Class 8 contains 215904 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9967 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77065 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90609 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29442 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10884 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5684 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14146 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933020.000000 Penalty: 65686.531250
Iteration 292Q: 31 clusters Score -3.593302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32739 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13381 members 
Mstep: Class 7 contains 41642 members 
Mstep: Class 8 contains 215891 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9461 members 
Mstep: Class 11 contains 9968 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77065 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90610 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29440 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10886 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5684 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14146 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933024.000000 Penalty: 65686.531250
Iteration 293Q: 31 clusters Score -3.593302e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32740 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13383 members 
Mstep: Class 7 contains 41646 members 
Mstep: Class 8 contains 215885 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9461 members 
Mstep: Class 11 contains 9968 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77065 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90610 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29440 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10886 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5684 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14145 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933028.000000 Penalty: 65686.531250
Iteration 294Q: 31 clusters Score -3.593303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32741 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13385 members 
Mstep: Class 7 contains 41650 members 
Mstep: Class 8 contains 215878 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9461 members 
Mstep: Class 11 contains 9968 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77064 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90610 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29440 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10887 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5684 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14145 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933024.000000 Penalty: 65686.531250
Iteration 295Q: 31 clusters Score -3.593302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32740 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13386 members 
Mstep: Class 7 contains 41652 members 
Mstep: Class 8 contains 215876 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9460 members 
Mstep: Class 11 contains 9968 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77064 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90610 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29440 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10888 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5684 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14145 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933032.000000 Penalty: 65686.531250
Iteration 296Q: 31 clusters Score -3.593303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32741 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13387 members 
Mstep: Class 7 contains 41653 members 
Mstep: Class 8 contains 215872 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9461 members 
Mstep: Class 11 contains 9968 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77064 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90611 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29439 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10889 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5683 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14145 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933036.000000 Penalty: 65686.531250
Iteration 297Q: 31 clusters Score -3.593304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32740 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13387 members 
Mstep: Class 7 contains 41657 members 
Mstep: Class 8 contains 215866 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9462 members 
Mstep: Class 11 contains 9968 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77065 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90611 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29439 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10890 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5683 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14145 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933036.000000 Penalty: 65686.531250
Iteration 298Q: 31 clusters Score -3.593304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32740 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13387 members 
Mstep: Class 7 contains 41658 members 
Mstep: Class 8 contains 215862 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9465 members 
Mstep: Class 11 contains 9968 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77065 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90612 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29436 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10892 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5683 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14145 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933016.000000 Penalty: 65686.531250
Iteration 299Q: 31 clusters Score -3.593302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32739 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13388 members 
Mstep: Class 7 contains 41661 members 
Mstep: Class 8 contains 215858 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9466 members 
Mstep: Class 11 contains 9968 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77067 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90611 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29434 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10893 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5683 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14145 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933028.000000 Penalty: 65686.531250
Iteration 300F: 31 clusters Score -3.593303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32739 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13388 members 
Mstep: Class 7 contains 41662 members 
Mstep: Class 8 contains 215855 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9466 members 
Mstep: Class 11 contains 9968 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77068 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90611 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29435 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10893 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5683 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14145 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933032.000000 Penalty: 65686.531250
Iteration 301Q: 31 clusters Score -3.593303e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32739 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13387 members 
Mstep: Class 7 contains 41663 members 
Mstep: Class 8 contains 215851 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9466 members 
Mstep: Class 11 contains 9968 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77072 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90611 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29436 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10892 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5683 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14145 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933028.000000 Penalty: 65686.531250
Iteration 302Q: 31 clusters Score -3.593303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1264 members 
Mstep: Class 4 contains 32739 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13388 members 
Mstep: Class 7 contains 41662 members 
Mstep: Class 8 contains 215848 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9466 members 
Mstep: Class 11 contains 9968 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77074 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90611 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29438 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10891 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5683 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14145 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933048.000000 Penalty: 65686.531250
Iteration 303Q: 31 clusters Score -3.593305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1263 members 
Mstep: Class 4 contains 32739 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13390 members 
Mstep: Class 7 contains 41662 members 
Mstep: Class 8 contains 215847 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9466 members 
Mstep: Class 11 contains 9968 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77076 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90611 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29438 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10889 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5683 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14145 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933056.000000 Penalty: 65686.531250
Iteration 304Q: 31 clusters Score -3.593306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1262 members 
Mstep: Class 4 contains 32739 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13391 members 
Mstep: Class 7 contains 41662 members 
Mstep: Class 8 contains 215844 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9466 members 
Mstep: Class 11 contains 9968 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77079 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90611 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29438 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 10888 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5683 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14145 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933076.000000 Penalty: 65686.531250
Iteration 305Q: 31 clusters Score -3.593308e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 32740 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13394 members 
Mstep: Class 7 contains 41661 members 
Mstep: Class 8 contains 215839 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9466 members 
Mstep: Class 11 contains 9968 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77081 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90611 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29438 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 10254 members 
Mstep: Class 20 contains 10888 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5683 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14145 members 
Mstep: Class 28 contains 8241 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933068.000000 Penalty: 65686.531250
Iteration 306Q: 31 clusters Score -3.593307e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 32740 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13394 members 
Mstep: Class 7 contains 41661 members 
Mstep: Class 8 contains 215836 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9466 members 
Mstep: Class 11 contains 9968 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77084 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90611 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29438 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 10254 members 
Mstep: Class 20 contains 10887 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5683 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14145 members 
Mstep: Class 28 contains 8242 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933052.000000 Penalty: 65686.531250
Iteration 307Q: 31 clusters Score -3.593305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 32740 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13394 members 
Mstep: Class 7 contains 41661 members 
Mstep: Class 8 contains 215834 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9466 members 
Mstep: Class 11 contains 9968 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77085 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90611 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29438 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 10254 members 
Mstep: Class 20 contains 10888 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5683 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14145 members 
Mstep: Class 28 contains 8242 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933048.000000 Penalty: 65686.531250
Iteration 308Q: 31 clusters Score -3.593305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 32740 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13394 members 
Mstep: Class 7 contains 41661 members 
Mstep: Class 8 contains 215834 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9466 members 
Mstep: Class 11 contains 9968 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77084 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90611 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29438 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 10254 members 
Mstep: Class 20 contains 10889 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5683 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14145 members 
Mstep: Class 28 contains 8242 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933060.000000 Penalty: 65686.531250
Iteration 309Q: 31 clusters Score -3.593306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 32740 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13394 members 
Mstep: Class 7 contains 41661 members 
Mstep: Class 8 contains 215834 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9466 members 
Mstep: Class 11 contains 9968 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77083 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90611 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29438 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 10254 members 
Mstep: Class 20 contains 10890 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5683 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14145 members 
Mstep: Class 28 contains 8242 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933048.000000 Penalty: 65686.531250
Iteration 310Q: 31 clusters Score -3.593305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 32739 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13394 members 
Mstep: Class 7 contains 41661 members 
Mstep: Class 8 contains 215834 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9466 members 
Mstep: Class 11 contains 9968 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77083 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90611 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29438 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 10254 members 
Mstep: Class 20 contains 10891 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5683 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14145 members 
Mstep: Class 28 contains 8242 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933040.000000 Penalty: 65686.531250
Iteration 311Q: 31 clusters Score -3.593304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 32739 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13394 members 
Mstep: Class 7 contains 41661 members 
Mstep: Class 8 contains 215834 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9466 members 
Mstep: Class 11 contains 9968 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77083 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90611 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29438 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 10254 members 
Mstep: Class 20 contains 10891 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 2313 members 
Mstep: Class 24 contains 5683 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14145 members 
Mstep: Class 28 contains 8242 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933040.000000 Penalty: 65686.531250
Iteration 312F: 31 clusters Score -3.593304e+07 nChanged 0
Entering ConstructFrom: 
Score: -35933040.000000 Penalty: 65686.531250
Entering ConstructFrom: 
Trying to split cluster 1 (3207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Entering Unmasked Estep 
Score: -163978.718750 Penalty: 1311.877319
	Iteration 0F: 2 clusters Score -163978.7 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 1606 members 
Entering Unmasked Estep 
Score: -161156.265625 Penalty: 2623.754639
	Iteration 0F: 3 clusters Score -161156.3 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -161804.343750 Penalty: 2623.754639
	Iteration 1F: 3 clusters Score -161804.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -161900.328125 Penalty: 2623.754639
	Iteration 2F: 3 clusters Score -161900.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -161955.765625 Penalty: 2623.754639
	Iteration 3Q: 3 clusters Score -161955.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -161998.703125 Penalty: 2623.754639
	Iteration 4Q: 3 clusters Score -161998.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -162031.968750 Penalty: 2623.754639
	Iteration 5Q: 3 clusters Score -162032 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -162056.531250 Penalty: 2623.754639
	Iteration 6Q: 3 clusters Score -162056.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -162078.625000 Penalty: 2623.754639
	Iteration 7Q: 3 clusters Score -162078.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -162098.281250 Penalty: 2623.754639
	Iteration 8Q: 3 clusters Score -162098.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -162116.312500 Penalty: 2623.754639
	Iteration 9Q: 3 clusters Score -162116.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -162134.593750 Penalty: 2623.754639
	Iteration 10Q: 3 clusters Score -162134.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -162158.859375 Penalty: 2623.754639
	Iteration 11Q: 3 clusters Score -162158.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -162188.906250 Penalty: 2623.754639
	Iteration 12Q: 3 clusters Score -162188.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -162234.203125 Penalty: 2623.754639
	Iteration 13Q: 3 clusters Score -162234.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -162293.140625 Penalty: 2623.754639
	Iteration 14Q: 3 clusters Score -162293.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -162366.984375 Penalty: 2623.754639
	Iteration 15Q: 3 clusters Score -162367 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -162453.734375 Penalty: 2623.754639
	Iteration 16Q: 3 clusters Score -162453.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -162556.921875 Penalty: 2623.754639
	Iteration 17Q: 3 clusters Score -162556.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -162657.953125 Penalty: 2623.754639
	Iteration 18Q: 3 clusters Score -162658 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -162748.140625 Penalty: 2623.754639
	Iteration 19Q: 3 clusters Score -162748.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -162826.843750 Penalty: 2623.754639
	Iteration 20F: 3 clusters Score -162826.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -162901.421875 Penalty: 2623.754639
	Iteration 21Q: 3 clusters Score -162901.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -162956.109375 Penalty: 2623.754639
	Iteration 22Q: 3 clusters Score -162956.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -163004.109375 Penalty: 2623.754639
	Iteration 23Q: 3 clusters Score -163004.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -163035.578125 Penalty: 2623.754639
	Iteration 24Q: 3 clusters Score -163035.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -163061.187500 Penalty: 2623.754639
	Iteration 25Q: 3 clusters Score -163061.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -163080.453125 Penalty: 2623.754639
	Iteration 26Q: 3 clusters Score -163080.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -163089.531250 Penalty: 2623.754639
	Iteration 27Q: 3 clusters Score -163089.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -163094.937500 Penalty: 2623.754639
	Iteration 28Q: 3 clusters Score -163094.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -163097.218750 Penalty: 2623.754639
	Iteration 29Q: 3 clusters Score -163097.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -163100.265625 Penalty: 2623.754639
	Iteration 30Q: 3 clusters Score -163100.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -163103.515625 Penalty: 2623.754639
	Iteration 31Q: 3 clusters Score -163103.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -163107.140625 Penalty: 2623.754639
	Iteration 32Q: 3 clusters Score -163107.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -163109.156250 Penalty: 2623.754639
	Iteration 33Q: 3 clusters Score -163109.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -163109.734375 Penalty: 2623.754639
	Iteration 34Q: 3 clusters Score -163109.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -163110.031250 Penalty: 2623.754639
	Iteration 35Q: 3 clusters Score -163110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -163110.031250 Penalty: 2623.754639
	Iteration 36F: 3 clusters Score -163110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Entering Unmasked Estep 
Score: -337705.625000 Penalty: 1424.893433
	Iteration 0F: 2 clusters Score -337705.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -332800.718750 Penalty: 2849.786865
	Iteration 0F: 3 clusters Score -332800.7 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -334127.593750 Penalty: 2849.786865
	Iteration 1F: 3 clusters Score -334127.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -334297.656250 Penalty: 2849.786865
	Iteration 2F: 3 clusters Score -334297.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -334435.781250 Penalty: 2849.786865
	Iteration 3Q: 3 clusters Score -334435.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -334549.093750 Penalty: 2849.786865
	Iteration 4Q: 3 clusters Score -334549.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -334646.531250 Penalty: 2849.786865
	Iteration 5Q: 3 clusters Score -334646.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -334753.906250 Penalty: 2849.786865
	Iteration 6Q: 3 clusters Score -334753.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -334901.093750 Penalty: 2849.786865
	Iteration 7Q: 3 clusters Score -334901.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -335114.687500 Penalty: 2849.786865
	Iteration 8F: 3 clusters Score -335114.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -335348.812500 Penalty: 2849.786865
	Iteration 9F: 3 clusters Score -335348.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -335596.968750 Penalty: 2849.786865
	Iteration 10F: 3 clusters Score -335597 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -335816.468750 Penalty: 2849.786865
	Iteration 11Q: 3 clusters Score -335816.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -336009.968750 Penalty: 2849.786865
	Iteration 12Q: 3 clusters Score -336010 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -336151.750000 Penalty: 2849.786865
	Iteration 13Q: 3 clusters Score -336151.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -336245.062500 Penalty: 2849.786865
	Iteration 14Q: 3 clusters Score -336245.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -336299.156250 Penalty: 2849.786865
	Iteration 15Q: 3 clusters Score -336299.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -336355.062500 Penalty: 2849.786865
	Iteration 16Q: 3 clusters Score -336355.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -336401.656250 Penalty: 2849.786865
	Iteration 17Q: 3 clusters Score -336401.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -336433.031250 Penalty: 2849.786865
	Iteration 18Q: 3 clusters Score -336433 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -336453.593750 Penalty: 2849.786865
	Iteration 19Q: 3 clusters Score -336453.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -336461.437500 Penalty: 2849.786865
	Iteration 20F: 3 clusters Score -336461.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -336469.843750 Penalty: 2849.786865
	Iteration 21Q: 3 clusters Score -336469.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -336476.531250 Penalty: 2849.786865
	Iteration 22Q: 3 clusters Score -336476.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -336478.937500 Penalty: 2849.786865
	Iteration 23Q: 3 clusters Score -336478.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -336487.500000 Penalty: 2849.786865
	Iteration 24Q: 3 clusters Score -336487.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -336493.687500 Penalty: 2849.786865
	Iteration 25Q: 3 clusters Score -336493.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -336494.656250 Penalty: 2849.786865
	Iteration 26Q: 3 clusters Score -336494.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -336496.625000 Penalty: 2849.786865
	Iteration 27Q: 3 clusters Score -336496.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -336498.812500 Penalty: 2849.786865
	Iteration 28Q: 3 clusters Score -336498.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -336500.562500 Penalty: 2849.786865
	Iteration 29Q: 3 clusters Score -336500.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -336501.062500 Penalty: 2849.786865
	Iteration 30Q: 3 clusters Score -336501.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -336501.062500 Penalty: 2849.786865
	Iteration 31F: 3 clusters Score -336501.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Entering Unmasked Estep 
Score: -53573.410156 Penalty: 1160.194824
	Iteration 0F: 2 clusters Score -53573.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -51981.296875 Penalty: 2320.389648
	Iteration 0F: 3 clusters Score -51981.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -52265.757812 Penalty: 2320.389648
	Iteration 1F: 3 clusters Score -52265.76 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -52345.578125 Penalty: 2320.389648
	Iteration 2F: 3 clusters Score -52345.58 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -52400.988281 Penalty: 2320.389648
	Iteration 3Q: 3 clusters Score -52400.99 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -52437.992188 Penalty: 2320.389648
	Iteration 4Q: 3 clusters Score -52437.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -52461.363281 Penalty: 2320.389648
	Iteration 5Q: 3 clusters Score -52461.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -52482.015625 Penalty: 2320.389648
	Iteration 6Q: 3 clusters Score -52482.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -52498.246094 Penalty: 2320.389648
	Iteration 7Q: 3 clusters Score -52498.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -52508.679688 Penalty: 2320.389648
	Iteration 8Q: 3 clusters Score -52508.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -52514.832031 Penalty: 2320.389648
	Iteration 9Q: 3 clusters Score -52514.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -52519.863281 Penalty: 2320.389648
	Iteration 10Q: 3 clusters Score -52519.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -52526.722656 Penalty: 2320.389648
	Iteration 11Q: 3 clusters Score -52526.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -52534.191406 Penalty: 2320.389648
	Iteration 12Q: 3 clusters Score -52534.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -52550.195312 Penalty: 2320.389648
	Iteration 13Q: 3 clusters Score -52550.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -52568.507812 Penalty: 2320.389648
	Iteration 14Q: 3 clusters Score -52568.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -52591.968750 Penalty: 2320.389648
	Iteration 15Q: 3 clusters Score -52591.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -52618.363281 Penalty: 2320.389648
	Iteration 16Q: 3 clusters Score -52618.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -52642.613281 Penalty: 2320.389648
	Iteration 17Q: 3 clusters Score -52642.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -52668.046875 Penalty: 2320.389648
	Iteration 18Q: 3 clusters Score -52668.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -52686.074219 Penalty: 2320.389648
	Iteration 19Q: 3 clusters Score -52686.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -52696.535156 Penalty: 2320.389648
	Iteration 20F: 3 clusters Score -52696.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -52716.140625 Penalty: 2320.389648
	Iteration 21Q: 3 clusters Score -52716.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -52734.894531 Penalty: 2320.389648
	Iteration 22Q: 3 clusters Score -52734.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -52750.207031 Penalty: 2320.389648
	Iteration 23Q: 3 clusters Score -52750.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -52767.742188 Penalty: 2320.389648
	Iteration 24Q: 3 clusters Score -52767.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -52782.324219 Penalty: 2320.389648
	Iteration 25Q: 3 clusters Score -52782.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -52802.101562 Penalty: 2320.389648
	Iteration 26Q: 3 clusters Score -52802.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -52809.851562 Penalty: 2320.389648
	Iteration 27Q: 3 clusters Score -52809.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -52814.753906 Penalty: 2320.389648
	Iteration 28Q: 3 clusters Score -52814.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -52822.199219 Penalty: 2320.389648
	Iteration 29Q: 3 clusters Score -52822.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -52829.972656 Penalty: 2320.389648
	Iteration 30Q: 3 clusters Score -52829.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -52846.316406 Penalty: 2320.389648
	Iteration 31Q: 3 clusters Score -52846.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -52855.011719 Penalty: 2320.389648
	Iteration 32Q: 3 clusters Score -52855.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -52866.437500 Penalty: 2320.389648
	Iteration 33Q: 3 clusters Score -52866.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -52872.546875 Penalty: 2320.389648
	Iteration 34Q: 3 clusters Score -52872.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -52879.660156 Penalty: 2320.389648
	Iteration 35Q: 3 clusters Score -52879.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -52886.003906 Penalty: 2320.389648
	Iteration 36Q: 3 clusters Score -52886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -52890.476562 Penalty: 2320.389648
	Iteration 37Q: 3 clusters Score -52890.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -52896.160156 Penalty: 2320.389648
	Iteration 38Q: 3 clusters Score -52896.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -52904.179688 Penalty: 2320.389648
	Iteration 39Q: 3 clusters Score -52904.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -52910.921875 Penalty: 2320.389648
	Iteration 40F: 3 clusters Score -52910.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -52912.199219 Penalty: 2320.389648
	Iteration 41Q: 3 clusters Score -52912.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -52915.542969 Penalty: 2320.389648
	Iteration 42Q: 3 clusters Score -52915.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -52915.542969 Penalty: 2320.389648
	Iteration 43F: 3 clusters Score -52915.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (32739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Entering Unmasked Estep 
Score: -1795542.250000 Penalty: 1689.402344
	Iteration 0F: 2 clusters Score -1795542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -1773540.875000 Penalty: 3378.804688
	Iteration 0F: 3 clusters Score -1773541 nChanged 15186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -1782024.000000 Penalty: 3378.804688
	Iteration 1F: 3 clusters Score -1782024 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1782317.375000 Penalty: 3378.804688
	Iteration 2Q: 3 clusters Score -1782317 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1782565.250000 Penalty: 3378.804688
	Iteration 3Q: 3 clusters Score -1782565 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -1782796.125000 Penalty: 3378.804688
	Iteration 4Q: 3 clusters Score -1782796 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1783003.375000 Penalty: 3378.804688
	Iteration 5Q: 3 clusters Score -1783003 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -1783185.250000 Penalty: 3378.804688
	Iteration 6Q: 3 clusters Score -1783185 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -1783370.125000 Penalty: 3378.804688
	Iteration 7Q: 3 clusters Score -1783370 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -1783543.750000 Penalty: 3378.804688
	Iteration 8Q: 3 clusters Score -1783544 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -1783758.875000 Penalty: 3378.804688
	Iteration 9Q: 3 clusters Score -1783759 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -1784060.000000 Penalty: 3378.804688
	Iteration 10Q: 3 clusters Score -1784060 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -1784453.375000 Penalty: 3378.804688
	Iteration 11Q: 3 clusters Score -1784453 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -1784977.000000 Penalty: 3378.804688
	Iteration 12Q: 3 clusters Score -1784977 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1785721.875000 Penalty: 3378.804688
	Iteration 13Q: 3 clusters Score -1785722 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1786808.750000 Penalty: 3378.804688
	Iteration 14Q: 3 clusters Score -1786809 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1788082.625000 Penalty: 3378.804688
	Iteration 15F: 3 clusters Score -1788083 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1789134.000000 Penalty: 3378.804688
	Iteration 16F: 3 clusters Score -1789134 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1789673.625000 Penalty: 3378.804688
	Iteration 17Q: 3 clusters Score -1789674 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1789952.875000 Penalty: 3378.804688
	Iteration 18Q: 3 clusters Score -1789953 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1790120.000000 Penalty: 3378.804688
	Iteration 19Q: 3 clusters Score -1790120 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1790263.375000 Penalty: 3378.804688
	Iteration 20F: 3 clusters Score -1790263 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1790405.625000 Penalty: 3378.804688
	Iteration 21Q: 3 clusters Score -1790406 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1790529.500000 Penalty: 3378.804688
	Iteration 22Q: 3 clusters Score -1790530 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1790647.875000 Penalty: 3378.804688
	Iteration 23Q: 3 clusters Score -1790648 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1790734.750000 Penalty: 3378.804688
	Iteration 24Q: 3 clusters Score -1790735 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1790798.250000 Penalty: 3378.804688
	Iteration 25Q: 3 clusters Score -1790798 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1790874.875000 Penalty: 3378.804688
	Iteration 26Q: 3 clusters Score -1790875 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1790919.250000 Penalty: 3378.804688
	Iteration 27Q: 3 clusters Score -1790919 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1790967.375000 Penalty: 3378.804688
	Iteration 28Q: 3 clusters Score -1790967 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1790995.750000 Penalty: 3378.804688
	Iteration 29Q: 3 clusters Score -1790996 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1791048.250000 Penalty: 3378.804688
	Iteration 30Q: 3 clusters Score -1791048 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1791079.250000 Penalty: 3378.804688
	Iteration 31Q: 3 clusters Score -1791079 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1791122.625000 Penalty: 3378.804688
	Iteration 32Q: 3 clusters Score -1791123 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1791158.000000 Penalty: 3378.804688
	Iteration 33Q: 3 clusters Score -1791158 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1791189.250000 Penalty: 3378.804688
	Iteration 34Q: 3 clusters Score -1791189 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1791212.375000 Penalty: 3378.804688
	Iteration 35Q: 3 clusters Score -1791212 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1791233.375000 Penalty: 3378.804688
	Iteration 36Q: 3 clusters Score -1791233 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1791248.000000 Penalty: 3378.804688
	Iteration 37Q: 3 clusters Score -1791248 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1791259.500000 Penalty: 3378.804688
	Iteration 38Q: 3 clusters Score -1791260 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1791270.625000 Penalty: 3378.804688
	Iteration 39Q: 3 clusters Score -1791271 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1791288.750000 Penalty: 3378.804688
	Iteration 40F: 3 clusters Score -1791289 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1791304.125000 Penalty: 3378.804688
	Iteration 41Q: 3 clusters Score -1791304 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1791320.750000 Penalty: 3378.804688
	Iteration 42Q: 3 clusters Score -1791321 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1791349.625000 Penalty: 3378.804688
	Iteration 43Q: 3 clusters Score -1791350 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1791357.750000 Penalty: 3378.804688
	Iteration 44Q: 3 clusters Score -1791358 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1791381.375000 Penalty: 3378.804688
	Iteration 45Q: 3 clusters Score -1791381 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1791398.250000 Penalty: 3378.804688
	Iteration 46Q: 3 clusters Score -1791398 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1791416.250000 Penalty: 3378.804688
	Iteration 47Q: 3 clusters Score -1791416 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1791421.875000 Penalty: 3378.804688
	Iteration 48Q: 3 clusters Score -1791422 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1791441.750000 Penalty: 3378.804688
	Iteration 49Q: 3 clusters Score -1791442 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1791457.875000 Penalty: 3378.804688
	Iteration 50Q: 3 clusters Score -1791458 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1791477.125000 Penalty: 3378.804688
	Iteration 51Q: 3 clusters Score -1791477 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1791504.375000 Penalty: 3378.804688
	Iteration 52Q: 3 clusters Score -1791504 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1791530.750000 Penalty: 3378.804688
	Iteration 53Q: 3 clusters Score -1791531 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1791552.625000 Penalty: 3378.804688
	Iteration 54Q: 3 clusters Score -1791553 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1791584.000000 Penalty: 3378.804688
	Iteration 55Q: 3 clusters Score -1791584 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1791615.875000 Penalty: 3378.804688
	Iteration 56Q: 3 clusters Score -1791616 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1791646.500000 Penalty: 3378.804688
	Iteration 57Q: 3 clusters Score -1791646 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1791684.250000 Penalty: 3378.804688
	Iteration 58Q: 3 clusters Score -1791684 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1791706.125000 Penalty: 3378.804688
	Iteration 59Q: 3 clusters Score -1791706 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1791745.500000 Penalty: 3378.804688
	Iteration 60F: 3 clusters Score -1791746 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1791785.250000 Penalty: 3378.804688
	Iteration 61Q: 3 clusters Score -1791785 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1791857.250000 Penalty: 3378.804688
	Iteration 62Q: 3 clusters Score -1791857 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1791925.750000 Penalty: 3378.804688
	Iteration 63Q: 3 clusters Score -1791926 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1791989.125000 Penalty: 3378.804688
	Iteration 64Q: 3 clusters Score -1791989 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1792054.250000 Penalty: 3378.804688
	Iteration 65Q: 3 clusters Score -1792054 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1792125.500000 Penalty: 3378.804688
	Iteration 66Q: 3 clusters Score -1792126 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1792187.000000 Penalty: 3378.804688
	Iteration 67Q: 3 clusters Score -1792187 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1792265.500000 Penalty: 3378.804688
	Iteration 68Q: 3 clusters Score -1792266 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1792354.375000 Penalty: 3378.804688
	Iteration 69Q: 3 clusters Score -1792354 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1792455.000000 Penalty: 3378.804688
	Iteration 70Q: 3 clusters Score -1792455 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1792568.625000 Penalty: 3378.804688
	Iteration 71Q: 3 clusters Score -1792569 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1792693.375000 Penalty: 3378.804688
	Iteration 72Q: 3 clusters Score -1792693 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1792807.750000 Penalty: 3378.804688
	Iteration 73Q: 3 clusters Score -1792808 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1792899.375000 Penalty: 3378.804688
	Iteration 74Q: 3 clusters Score -1792899 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1792989.750000 Penalty: 3378.804688
	Iteration 75Q: 3 clusters Score -1792990 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1793081.250000 Penalty: 3378.804688
	Iteration 76Q: 3 clusters Score -1793081 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1793177.625000 Penalty: 3378.804688
	Iteration 77Q: 3 clusters Score -1793178 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1793255.875000 Penalty: 3378.804688
	Iteration 78Q: 3 clusters Score -1793256 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1793352.125000 Penalty: 3378.804688
	Iteration 79Q: 3 clusters Score -1793352 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1793412.625000 Penalty: 3378.804688
	Iteration 80F: 3 clusters Score -1793413 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1793481.125000 Penalty: 3378.804688
	Iteration 81Q: 3 clusters Score -1793481 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1793551.250000 Penalty: 3378.804688
	Iteration 82Q: 3 clusters Score -1793551 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1793605.875000 Penalty: 3378.804688
	Iteration 83Q: 3 clusters Score -1793606 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1793668.875000 Penalty: 3378.804688
	Iteration 84Q: 3 clusters Score -1793669 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1793730.250000 Penalty: 3378.804688
	Iteration 85Q: 3 clusters Score -1793730 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1793784.625000 Penalty: 3378.804688
	Iteration 86Q: 3 clusters Score -1793785 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1793828.750000 Penalty: 3378.804688
	Iteration 87Q: 3 clusters Score -1793829 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1793863.375000 Penalty: 3378.804688
	Iteration 88Q: 3 clusters Score -1793863 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1793880.250000 Penalty: 3378.804688
	Iteration 89Q: 3 clusters Score -1793880 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1793896.125000 Penalty: 3378.804688
	Iteration 90Q: 3 clusters Score -1793896 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1793911.250000 Penalty: 3378.804688
	Iteration 91Q: 3 clusters Score -1793911 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1793922.250000 Penalty: 3378.804688
	Iteration 92Q: 3 clusters Score -1793922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1793930.500000 Penalty: 3378.804688
	Iteration 93Q: 3 clusters Score -1793930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1793941.250000 Penalty: 3378.804688
	Iteration 94Q: 3 clusters Score -1793941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1793953.250000 Penalty: 3378.804688
	Iteration 95Q: 3 clusters Score -1793953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1793960.125000 Penalty: 3378.804688
	Iteration 96Q: 3 clusters Score -1793960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1793969.375000 Penalty: 3378.804688
	Iteration 97Q: 3 clusters Score -1793969 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1793981.750000 Penalty: 3378.804688
	Iteration 98Q: 3 clusters Score -1793982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1793993.625000 Penalty: 3378.804688
	Iteration 99Q: 3 clusters Score -1793994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1794006.250000 Penalty: 3378.804688
	Iteration 100F: 3 clusters Score -1794006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1794018.375000 Penalty: 3378.804688
	Iteration 101Q: 3 clusters Score -1794018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1794028.375000 Penalty: 3378.804688
	Iteration 102Q: 3 clusters Score -1794028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1794038.375000 Penalty: 3378.804688
	Iteration 103Q: 3 clusters Score -1794038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1794047.000000 Penalty: 3378.804688
	Iteration 104Q: 3 clusters Score -1794047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1794049.625000 Penalty: 3378.804688
	Iteration 105Q: 3 clusters Score -1794050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1794057.875000 Penalty: 3378.804688
	Iteration 106Q: 3 clusters Score -1794058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1794061.125000 Penalty: 3378.804688
	Iteration 107Q: 3 clusters Score -1794061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1794069.625000 Penalty: 3378.804688
	Iteration 108Q: 3 clusters Score -1794070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1794073.750000 Penalty: 3378.804688
	Iteration 109Q: 3 clusters Score -1794074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1794078.750000 Penalty: 3378.804688
	Iteration 110Q: 3 clusters Score -1794079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1794081.625000 Penalty: 3378.804688
	Iteration 111Q: 3 clusters Score -1794082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1794089.125000 Penalty: 3378.804688
	Iteration 112Q: 3 clusters Score -1794089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1794088.375000 Penalty: 3378.804688
	Iteration 113Q: 3 clusters Score -1794088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1794091.000000 Penalty: 3378.804688
	Iteration 114Q: 3 clusters Score -1794091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1794090.625000 Penalty: 3378.804688
	Iteration 115Q: 3 clusters Score -1794091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1794093.000000 Penalty: 3378.804688
	Iteration 116Q: 3 clusters Score -1794093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1794092.000000 Penalty: 3378.804688
	Iteration 117Q: 3 clusters Score -1794092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1794095.000000 Penalty: 3378.804688
	Iteration 118Q: 3 clusters Score -1794095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1794096.750000 Penalty: 3378.804688
	Iteration 119Q: 3 clusters Score -1794097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1794096.750000 Penalty: 3378.804688
	Iteration 120F: 3 clusters Score -1794097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Entering Unmasked Estep 
Score: -403983.000000 Penalty: 1461.149048
	Iteration 0F: 2 clusters Score -403983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -398075.687500 Penalty: 2922.298096
	Iteration 0F: 3 clusters Score -398075.7 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -400025.093750 Penalty: 2922.298096
	Iteration 1F: 3 clusters Score -400025.1 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -400472.406250 Penalty: 2922.298096
	Iteration 2F: 3 clusters Score -400472.4 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -400959.312500 Penalty: 2922.298096
	Iteration 3F: 3 clusters Score -400959.3 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -401467.843750 Penalty: 2922.298096
	Iteration 4F: 3 clusters Score -401467.8 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -401948.281250 Penalty: 2922.298096
	Iteration 5F: 3 clusters Score -401948.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -402309.250000 Penalty: 2922.298096
	Iteration 6F: 3 clusters Score -402309.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -402541.875000 Penalty: 2922.298096
	Iteration 7F: 3 clusters Score -402541.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -402684.937500 Penalty: 2922.298096
	Iteration 8Q: 3 clusters Score -402684.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -402778.843750 Penalty: 2922.298096
	Iteration 9Q: 3 clusters Score -402778.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -402837.593750 Penalty: 2922.298096
	Iteration 10Q: 3 clusters Score -402837.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -402886.718750 Penalty: 2922.298096
	Iteration 11Q: 3 clusters Score -402886.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -402926.625000 Penalty: 2922.298096
	Iteration 12Q: 3 clusters Score -402926.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -402955.187500 Penalty: 2922.298096
	Iteration 13Q: 3 clusters Score -402955.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -402976.375000 Penalty: 2922.298096
	Iteration 14Q: 3 clusters Score -402976.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -402990.187500 Penalty: 2922.298096
	Iteration 15Q: 3 clusters Score -402990.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -403002.937500 Penalty: 2922.298096
	Iteration 16Q: 3 clusters Score -403002.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -403012.218750 Penalty: 2922.298096
	Iteration 17Q: 3 clusters Score -403012.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -403017.125000 Penalty: 2922.298096
	Iteration 18Q: 3 clusters Score -403017.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -403023.375000 Penalty: 2922.298096
	Iteration 19Q: 3 clusters Score -403023.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -403028.312500 Penalty: 2922.298096
	Iteration 20F: 3 clusters Score -403028.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -403032.343750 Penalty: 2922.298096
	Iteration 21Q: 3 clusters Score -403032.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -403038.687500 Penalty: 2922.298096
	Iteration 22Q: 3 clusters Score -403038.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -403048.968750 Penalty: 2922.298096
	Iteration 23Q: 3 clusters Score -403049 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -403057.625000 Penalty: 2922.298096
	Iteration 24Q: 3 clusters Score -403057.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -403066.500000 Penalty: 2922.298096
	Iteration 25Q: 3 clusters Score -403066.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -403074.562500 Penalty: 2922.298096
	Iteration 26Q: 3 clusters Score -403074.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -403081.750000 Penalty: 2922.298096
	Iteration 27Q: 3 clusters Score -403081.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -403087.625000 Penalty: 2922.298096
	Iteration 28Q: 3 clusters Score -403087.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -403093.031250 Penalty: 2922.298096
	Iteration 29Q: 3 clusters Score -403093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -403096.531250 Penalty: 2922.298096
	Iteration 30Q: 3 clusters Score -403096.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -403097.656250 Penalty: 2922.298096
	Iteration 31Q: 3 clusters Score -403097.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -403100.031250 Penalty: 2922.298096
	Iteration 32Q: 3 clusters Score -403100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -403101.312500 Penalty: 2922.298096
	Iteration 33Q: 3 clusters Score -403101.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -403102.000000 Penalty: 2922.298096
	Iteration 34Q: 3 clusters Score -403102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -403102.500000 Penalty: 2922.298096
	Iteration 35Q: 3 clusters Score -403102.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -403103.437500 Penalty: 2922.298096
	Iteration 36Q: 3 clusters Score -403103.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -403103.187500 Penalty: 2922.298096
	Iteration 37Q: 3 clusters Score -403103.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -403103.656250 Penalty: 2922.298096
	Iteration 38Q: 3 clusters Score -403103.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -403103.968750 Penalty: 2922.298096
	Iteration 39Q: 3 clusters Score -403104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -403103.968750 Penalty: 2922.298096
	Iteration 40F: 3 clusters Score -403104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Entering Unmasked Estep 
Score: -642602.437500 Penalty: 1544.166382
	Iteration 0F: 2 clusters Score -642602.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -633248.562500 Penalty: 3088.332764
	Iteration 0F: 3 clusters Score -633248.6 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -636344.750000 Penalty: 3088.332764
	Iteration 1F: 3 clusters Score -636344.8 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -636728.187500 Penalty: 3088.332764
	Iteration 2F: 3 clusters Score -636728.2 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -637165.687500 Penalty: 3088.332764
	Iteration 3F: 3 clusters Score -637165.7 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -637715.000000 Penalty: 3088.332764
	Iteration 4F: 3 clusters Score -637715 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -638345.187500 Penalty: 3088.332764
	Iteration 5F: 3 clusters Score -638345.2 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -638955.812500 Penalty: 3088.332764
	Iteration 6F: 3 clusters Score -638955.8 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -639505.875000 Penalty: 3088.332764
	Iteration 7F: 3 clusters Score -639505.9 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -639936.312500 Penalty: 3088.332764
	Iteration 8Q: 3 clusters Score -639936.3 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -640259.875000 Penalty: 3088.332764
	Iteration 9Q: 3 clusters Score -640259.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -640510.875000 Penalty: 3088.332764
	Iteration 10Q: 3 clusters Score -640510.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -640699.625000 Penalty: 3088.332764
	Iteration 11Q: 3 clusters Score -640699.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -640859.937500 Penalty: 3088.332764
	Iteration 12Q: 3 clusters Score -640859.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -640976.687500 Penalty: 3088.332764
	Iteration 13Q: 3 clusters Score -640976.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -641077.250000 Penalty: 3088.332764
	Iteration 14Q: 3 clusters Score -641077.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -641153.750000 Penalty: 3088.332764
	Iteration 15Q: 3 clusters Score -641153.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -641226.937500 Penalty: 3088.332764
	Iteration 16Q: 3 clusters Score -641226.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -641285.875000 Penalty: 3088.332764
	Iteration 17Q: 3 clusters Score -641285.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -641329.625000 Penalty: 3088.332764
	Iteration 18Q: 3 clusters Score -641329.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -641352.187500 Penalty: 3088.332764
	Iteration 19Q: 3 clusters Score -641352.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -641365.187500 Penalty: 3088.332764
	Iteration 20F: 3 clusters Score -641365.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -641368.500000 Penalty: 3088.332764
	Iteration 21Q: 3 clusters Score -641368.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -641374.000000 Penalty: 3088.332764
	Iteration 22Q: 3 clusters Score -641374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -641375.000000 Penalty: 3088.332764
	Iteration 23Q: 3 clusters Score -641375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -641379.062500 Penalty: 3088.332764
	Iteration 24Q: 3 clusters Score -641379.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -641381.312500 Penalty: 3088.332764
	Iteration 25Q: 3 clusters Score -641381.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -641381.375000 Penalty: 3088.332764
	Iteration 26Q: 3 clusters Score -641381.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -641382.250000 Penalty: 3088.332764
	Iteration 27Q: 3 clusters Score -641382.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -641383.250000 Penalty: 3088.332764
	Iteration 28Q: 3 clusters Score -641383.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -641383.250000 Penalty: 3088.332764
	Iteration 29F: 3 clusters Score -641383.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Entering Unmasked Estep 
Score: -2290146.500000 Penalty: 1728.564575
	Iteration 0F: 2 clusters Score -2290146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -2262260.500000 Penalty: 3457.129150
	Iteration 0F: 3 clusters Score -2262260 nChanged 19493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -2273608.500000 Penalty: 3457.129150
	Iteration 1F: 3 clusters Score -2273608 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2274604.750000 Penalty: 3457.129150
	Iteration 2F: 3 clusters Score -2274605 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2275889.750000 Penalty: 3457.129150
	Iteration 3F: 3 clusters Score -2275890 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2277482.750000 Penalty: 3457.129150
	Iteration 4F: 3 clusters Score -2277483 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -2279261.500000 Penalty: 3457.129150
	Iteration 5F: 3 clusters Score -2279262 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2280985.750000 Penalty: 3457.129150
	Iteration 6F: 3 clusters Score -2280986 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2282417.750000 Penalty: 3457.129150
	Iteration 7F: 3 clusters Score -2282418 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2283520.000000 Penalty: 3457.129150
	Iteration 8Q: 3 clusters Score -2283520 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2284389.250000 Penalty: 3457.129150
	Iteration 9Q: 3 clusters Score -2284389 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2285031.500000 Penalty: 3457.129150
	Iteration 10Q: 3 clusters Score -2285032 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2285409.500000 Penalty: 3457.129150
	Iteration 11Q: 3 clusters Score -2285410 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -2285576.000000 Penalty: 3457.129150
	Iteration 12Q: 3 clusters Score -2285576 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2285673.250000 Penalty: 3457.129150
	Iteration 13Q: 3 clusters Score -2285673 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2285736.250000 Penalty: 3457.129150
	Iteration 14Q: 3 clusters Score -2285736 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2285774.500000 Penalty: 3457.129150
	Iteration 15Q: 3 clusters Score -2285774 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2285804.750000 Penalty: 3457.129150
	Iteration 16Q: 3 clusters Score -2285805 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2285849.000000 Penalty: 3457.129150
	Iteration 17Q: 3 clusters Score -2285849 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -2285884.000000 Penalty: 3457.129150
	Iteration 18Q: 3 clusters Score -2285884 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2285918.500000 Penalty: 3457.129150
	Iteration 19Q: 3 clusters Score -2285918 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2285924.500000 Penalty: 3457.129150
	Iteration 20F: 3 clusters Score -2285924 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2285937.500000 Penalty: 3457.129150
	Iteration 21Q: 3 clusters Score -2285938 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2285954.750000 Penalty: 3457.129150
	Iteration 22Q: 3 clusters Score -2285955 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2285971.500000 Penalty: 3457.129150
	Iteration 23Q: 3 clusters Score -2285972 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2285990.500000 Penalty: 3457.129150
	Iteration 24Q: 3 clusters Score -2285990 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2285994.500000 Penalty: 3457.129150
	Iteration 25Q: 3 clusters Score -2285994 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2286005.750000 Penalty: 3457.129150
	Iteration 26Q: 3 clusters Score -2286006 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2286014.750000 Penalty: 3457.129150
	Iteration 27Q: 3 clusters Score -2286015 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2286023.750000 Penalty: 3457.129150
	Iteration 28Q: 3 clusters Score -2286024 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2286032.250000 Penalty: 3457.129150
	Iteration 29Q: 3 clusters Score -2286032 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2286033.750000 Penalty: 3457.129150
	Iteration 30Q: 3 clusters Score -2286034 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2286035.000000 Penalty: 3457.129150
	Iteration 31Q: 3 clusters Score -2286035 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2286043.250000 Penalty: 3457.129150
	Iteration 32Q: 3 clusters Score -2286043 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2286053.250000 Penalty: 3457.129150
	Iteration 33Q: 3 clusters Score -2286053 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -2286047.250000 Penalty: 3457.129150
	Iteration 34Q: 3 clusters Score -2286047 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2286054.000000 Penalty: 3457.129150
	Iteration 35Q: 3 clusters Score -2286054 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2286062 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2286064 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2286065 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2286066 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2286076 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2286086 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2286086 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2286096 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2286113 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2286127 nChanged 126
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Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2286145 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2286156.000000 Penalty: 3457.129150
	Iteration 47Q: 3 clusters Score -2286156 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2286172 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2286188 nChanged 152
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Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2286202 nChanged 173
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Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2286220 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2286235.000000 Penalty: 3457.129150
	Iteration 52Q: 3 clusters Score -2286235 nChanged 168
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Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2286257 nChanged 182
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Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2286272 nChanged 170
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Mstep: Class 1 contains 28923 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2286302 nChanged 170
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Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2286312 nChanged 198
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Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2286344 nChanged 219
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Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 12157 members 
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	Iteration 58Q: 3 clusters Score -2286378 nChanged 218
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Mstep: Class 1 contains 29722 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2286406 nChanged 229
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Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2286444 nChanged 240
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Mstep: Class 1 contains 30191 members 
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	Iteration 61Q: 3 clusters Score -2286477 nChanged 231
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Mstep: Class 1 contains 30420 members 
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	Iteration 62Q: 3 clusters Score -2286516 nChanged 233
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Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 11008 members 
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	Iteration 63Q: 3 clusters Score -2286537 nChanged 238
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Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 10770 members 
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	Iteration 64Q: 3 clusters Score -2286576 nChanged 247
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Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 10523 members 
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	Iteration 65Q: 3 clusters Score -2286615 nChanged 260
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Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 10263 members 
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	Iteration 66Q: 3 clusters Score -2286658 nChanged 268
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Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 9995 members 
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	Iteration 67Q: 3 clusters Score -2286704 nChanged 279
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Mstep: Class 1 contains 31945 members 
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	Iteration 68Q: 3 clusters Score -2286743 nChanged 251
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	Iteration 69Q: 3 clusters Score -2286790 nChanged 262
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	Iteration 70Q: 3 clusters Score -2286838 nChanged 263
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	Iteration 71Q: 3 clusters Score -2286906 nChanged 259
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	Iteration 72Q: 3 clusters Score -2286942 nChanged 286
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	Iteration 73Q: 3 clusters Score -2286985 nChanged 274
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Mstep: Class 1 contains 33540 members 
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	Iteration 74Q: 3 clusters Score -2287046 nChanged 292
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Mstep: Class 1 contains 33832 members 
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Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 7534 members 
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	Iteration 76Q: 3 clusters Score -2287171 nChanged 293
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Mstep: Class 1 contains 34418 members 
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	Iteration 77Q: 3 clusters Score -2287237 nChanged 301
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Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 6942 members 
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	Iteration 78Q: 3 clusters Score -2287295 nChanged 313
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Mstep: Class 1 contains 35032 members 
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	Iteration 79Q: 3 clusters Score -2287370 nChanged 302
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Mstep: Class 1 contains 35334 members 
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	Iteration 80F: 3 clusters Score -2287441 nChanged 272
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Mstep: Class 1 contains 35606 members 
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	Iteration 81Q: 3 clusters Score -2287512 nChanged 286
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Mstep: Class 1 contains 35892 members 
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	Iteration 82Q: 3 clusters Score -2287577 nChanged 271
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Mstep: Class 1 contains 36163 members 
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	Iteration 83Q: 3 clusters Score -2287650 nChanged 255
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	Iteration 84Q: 3 clusters Score -2287693 nChanged 265
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Mstep: Class 1 contains 36683 members 
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	Iteration 85Q: 3 clusters Score -2287760 nChanged 256
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Mstep: Class 1 contains 36939 members 
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	Iteration 86Q: 3 clusters Score -2287829 nChanged 233
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	Iteration 87Q: 3 clusters Score -2287876 nChanged 231
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	Iteration 88Q: 3 clusters Score -2287945 nChanged 224
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	Iteration 89Q: 3 clusters Score -2287988 nChanged 225
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	Iteration 91Q: 3 clusters Score -2288132 nChanged 211
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Mstep: Class 1 contains 38286 members 
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	Iteration 92Q: 3 clusters Score -2288197 nChanged 195
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	Iteration 93Q: 3 clusters Score -2288262 nChanged 182
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	Iteration 94Q: 3 clusters Score -2288314 nChanged 165
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Mstep: Class 1 contains 38824 members 
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	Iteration 95Q: 3 clusters Score -2288370 nChanged 144
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Mstep: Class 1 contains 38968 members 
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	Iteration 96Q: 3 clusters Score -2288404 nChanged 140
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Mstep: Class 1 contains 39106 members 
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	Iteration 97Q: 3 clusters Score -2288444 nChanged 125
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Mstep: Class 1 contains 39231 members 
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	Iteration 98Q: 3 clusters Score -2288488 nChanged 118
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Mstep: Class 1 contains 39349 members 
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	Iteration 99Q: 3 clusters Score -2288525 nChanged 106
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Mstep: Class 1 contains 39455 members 
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	Iteration 100F: 3 clusters Score -2288549 nChanged 112
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Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 2094 members 
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	Iteration 101Q: 3 clusters Score -2288578 nChanged 89
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Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 2005 members 
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	Iteration 102Q: 3 clusters Score -2288608 nChanged 94
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Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 1911 members 
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	Iteration 103Q: 3 clusters Score -2288636 nChanged 85
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Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2288667 nChanged 84
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Mstep: Class 2 contains 1742 members 
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	Iteration 105Q: 3 clusters Score -2288693 nChanged 86
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Mstep: Class 2 contains 1656 members 
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	Iteration 106Q: 3 clusters Score -2288713 nChanged 80
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	Iteration 107Q: 3 clusters Score -2288738 nChanged 62
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	Iteration 108Q: 3 clusters Score -2288770 nChanged 66
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	Iteration 109Q: 3 clusters Score -2288788 nChanged 47
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Mstep: Class 1 contains 40256 members 
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	Iteration 110Q: 3 clusters Score -2288792 nChanged 41
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	Iteration 111Q: 3 clusters Score -2288805 nChanged 37
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	Iteration 112Q: 3 clusters Score -2288820 nChanged 40
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	Iteration 113Q: 3 clusters Score -2288830 nChanged 36
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	Iteration 114Q: 3 clusters Score -2288836 nChanged 22
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	Iteration 115Q: 3 clusters Score -2288841 nChanged 23
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	Iteration 116Q: 3 clusters Score -2288847 nChanged 23
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	Iteration 117Q: 3 clusters Score -2288856 nChanged 16
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	Iteration 118Q: 3 clusters Score -2288855 nChanged 17
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	Iteration 119Q: 3 clusters Score -2288866 nChanged 13
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	Iteration 120F: 3 clusters Score -2288864 nChanged 13
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	Iteration 121Q: 3 clusters Score -2288869 nChanged 9
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	Iteration 122Q: 3 clusters Score -2288870 nChanged 12
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	Iteration 123Q: 3 clusters Score -2288874 nChanged 12
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	Iteration 124Q: 3 clusters Score -2288876 nChanged 10
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	Iteration 125Q: 3 clusters Score -2288876 nChanged 4
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	Iteration 126Q: 3 clusters Score -2288877 nChanged 2
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2288880 nChanged 3
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	Iteration 128Q: 3 clusters Score -2288886 nChanged 4
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	Iteration 129Q: 3 clusters Score -2288888 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2288886.000000 Penalty: 3457.129150
	Iteration 130Q: 3 clusters Score -2288886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2288886.500000 Penalty: 3457.129150
	Iteration 131Q: 3 clusters Score -2288886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2288886.500000 Penalty: 3457.129150
	Iteration 132F: 3 clusters Score -2288886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (215834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215834 members 
Entering Unmasked Estep 
Score: -11642228.000000 Penalty: 1995.868042
	Iteration 0F: 2 clusters Score -1.164223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107689 members 
Mstep: Class 2 contains 108145 members 
Entering Unmasked Estep 
Score: -11497367.000000 Penalty: 3991.736084
	Iteration 0F: 3 clusters Score -1.149737e+07 nChanged 104663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103744 members 
Mstep: Class 2 contains 112090 members 
Entering Unmasked Estep 
Score: -11559513.000000 Penalty: 3991.736084
	Iteration 1F: 3 clusters Score -1.155951e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101221 members 
Mstep: Class 2 contains 114613 members 
Entering Unmasked Estep 
Score: -11560965.000000 Penalty: 3991.736084
	Iteration 2Q: 3 clusters Score -1.156096e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97352 members 
Mstep: Class 2 contains 118482 members 
Entering Unmasked Estep 
Score: -11563080.000000 Penalty: 3991.736084
	Iteration 3Q: 3 clusters Score -1.156308e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91356 members 
Mstep: Class 2 contains 124478 members 
Entering Unmasked Estep 
Score: -11566318.000000 Penalty: 3991.736084
	Iteration 4Q: 3 clusters Score -1.156632e+07 nChanged 10791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82265 members 
Mstep: Class 2 contains 133569 members 
Entering Unmasked Estep 
Score: -11571905.000000 Penalty: 3991.736084
	Iteration 5Q: 3 clusters Score -1.15719e+07 nChanged 13758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69479 members 
Mstep: Class 2 contains 146355 members 
Entering Unmasked Estep 
Score: -11581288.000000 Penalty: 3991.736084
	Iteration 6F: 3 clusters Score -1.158129e+07 nChanged 16142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 162027 members 
Entering Unmasked Estep 
Score: -11594292.000000 Penalty: 3991.736084
	Iteration 7F: 3 clusters Score -1.159429e+07 nChanged 16164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 178047 members 
Entering Unmasked Estep 
Score: -11608138.000000 Penalty: 3991.736084
	Iteration 8F: 3 clusters Score -1.160814e+07 nChanged 13382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 191373 members 
Entering Unmasked Estep 
Score: -11619970.000000 Penalty: 3991.736084
	Iteration 9F: 3 clusters Score -1.161997e+07 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 200875 members 
Entering Unmasked Estep 
Score: -11628442.000000 Penalty: 3991.736084
	Iteration 10Q: 3 clusters Score -1.162844e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 207116 members 
Entering Unmasked Estep 
Score: -11634028.000000 Penalty: 3991.736084
	Iteration 11Q: 3 clusters Score -1.163403e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 210863 members 
Entering Unmasked Estep 
Score: -11637288.000000 Penalty: 3991.736084
	Iteration 12Q: 3 clusters Score -1.163729e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 212900 members 
Entering Unmasked Estep 
Score: -11639051.000000 Penalty: 3991.736084
	Iteration 13Q: 3 clusters Score -1.163905e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 213906 members 
Entering Unmasked Estep 
Score: -11639780.000000 Penalty: 3991.736084
	Iteration 14Q: 3 clusters Score -1.163978e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 214376 members 
Entering Unmasked Estep 
Score: -11640150.000000 Penalty: 3991.736084
	Iteration 15Q: 3 clusters Score -1.164015e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 214628 members 
Entering Unmasked Estep 
Score: -11640329.000000 Penalty: 3991.736084
	Iteration 16Q: 3 clusters Score -1.164033e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 214773 members 
Entering Unmasked Estep 
Score: -11640445.000000 Penalty: 3991.736084
	Iteration 17Q: 3 clusters Score -1.164044e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 214865 members 
Entering Unmasked Estep 
Score: -11640520.000000 Penalty: 3991.736084
	Iteration 18Q: 3 clusters Score -1.164052e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 214921 members 
Entering Unmasked Estep 
Score: -11640554.000000 Penalty: 3991.736084
	Iteration 19Q: 3 clusters Score -1.164055e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 214969 members 
Entering Unmasked Estep 
Score: -11640580.000000 Penalty: 3991.736084
	Iteration 20F: 3 clusters Score -1.164058e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 215001 members 
Entering Unmasked Estep 
Score: -11640605.000000 Penalty: 3991.736084
	Iteration 21Q: 3 clusters Score -1.16406e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 215034 members 
Entering Unmasked Estep 
Score: -11640613.000000 Penalty: 3991.736084
	Iteration 22Q: 3 clusters Score -1.164061e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 215053 members 
Entering Unmasked Estep 
Score: -11640628.000000 Penalty: 3991.736084
	Iteration 23Q: 3 clusters Score -1.164063e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 215073 members 
Entering Unmasked Estep 
Score: -11640630.000000 Penalty: 3991.736084
	Iteration 24Q: 3 clusters Score -1.164063e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 215084 members 
Entering Unmasked Estep 
Score: -11640622.000000 Penalty: 3991.736084
	Iteration 25Q: 3 clusters Score -1.164062e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 215100 members 
Entering Unmasked Estep 
Score: -11640641.000000 Penalty: 3991.736084
	Iteration 26Q: 3 clusters Score -1.164064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 215109 members 
Entering Unmasked Estep 
Score: -11640637.000000 Penalty: 3991.736084
	Iteration 27Q: 3 clusters Score -1.164064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 215113 members 
Entering Unmasked Estep 
Score: -11640641.000000 Penalty: 3991.736084
	Iteration 28Q: 3 clusters Score -1.164064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 215117 members 
Entering Unmasked Estep 
Score: -11640631.000000 Penalty: 3991.736084
	Iteration 29Q: 3 clusters Score -1.164063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 215121 members 
Entering Unmasked Estep 
Score: -11640641.000000 Penalty: 3991.736084
	Iteration 30Q: 3 clusters Score -1.164064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 215125 members 
Entering Unmasked Estep 
Score: -11640641.000000 Penalty: 3991.736084
	Iteration 31Q: 3 clusters Score -1.164064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 215132 members 
Entering Unmasked Estep 
Score: -11640661.000000 Penalty: 3991.736084
	Iteration 32Q: 3 clusters Score -1.164066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 215133 members 
Entering Unmasked Estep 
Score: -11640654.000000 Penalty: 3991.736084
	Iteration 33Q: 3 clusters Score -1.164065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 215133 members 
Entering Unmasked Estep 
Score: -11640654.000000 Penalty: 3991.736084
	Iteration 34F: 3 clusters Score -1.164065e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Entering Unmasked Estep 
Score: -108053.515625 Penalty: 1269.511475
	Iteration 0F: 2 clusters Score -108053.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -105689.609375 Penalty: 2539.022949
	Iteration 0F: 3 clusters Score -105689.6 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -106253.726562 Penalty: 2539.022949
	Iteration 1F: 3 clusters Score -106253.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -106371.718750 Penalty: 2539.022949
	Iteration 2F: 3 clusters Score -106371.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -106438.023438 Penalty: 2539.022949
	Iteration 3Q: 3 clusters Score -106438 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -106488.921875 Penalty: 2539.022949
	Iteration 4Q: 3 clusters Score -106488.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -106529.531250 Penalty: 2539.022949
	Iteration 5Q: 3 clusters Score -106529.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -106562.710938 Penalty: 2539.022949
	Iteration 6Q: 3 clusters Score -106562.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -106591.742188 Penalty: 2539.022949
	Iteration 7Q: 3 clusters Score -106591.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -106614.601562 Penalty: 2539.022949
	Iteration 8Q: 3 clusters Score -106614.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -106634.257812 Penalty: 2539.022949
	Iteration 9Q: 3 clusters Score -106634.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -106654.101562 Penalty: 2539.022949
	Iteration 10Q: 3 clusters Score -106654.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -106668.570312 Penalty: 2539.022949
	Iteration 11Q: 3 clusters Score -106668.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -106681.187500 Penalty: 2539.022949
	Iteration 12Q: 3 clusters Score -106681.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -106690.835938 Penalty: 2539.022949
	Iteration 13Q: 3 clusters Score -106690.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -106700.750000 Penalty: 2539.022949
	Iteration 14Q: 3 clusters Score -106700.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -106703.695312 Penalty: 2539.022949
	Iteration 15Q: 3 clusters Score -106703.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -106707.445312 Penalty: 2539.022949
	Iteration 16Q: 3 clusters Score -106707.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -106711.734375 Penalty: 2539.022949
	Iteration 17Q: 3 clusters Score -106711.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -106716.734375 Penalty: 2539.022949
	Iteration 18Q: 3 clusters Score -106716.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -106720.437500 Penalty: 2539.022949
	Iteration 19Q: 3 clusters Score -106720.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -106723.437500 Penalty: 2539.022949
	Iteration 20F: 3 clusters Score -106723.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -106725.281250 Penalty: 2539.022949
	Iteration 21Q: 3 clusters Score -106725.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -106726.992188 Penalty: 2539.022949
	Iteration 22Q: 3 clusters Score -106727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -106727.976562 Penalty: 2539.022949
	Iteration 23Q: 3 clusters Score -106728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -106730.437500 Penalty: 2539.022949
	Iteration 24Q: 3 clusters Score -106730.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -106732.835938 Penalty: 2539.022949
	Iteration 25Q: 3 clusters Score -106732.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -106733.929688 Penalty: 2539.022949
	Iteration 26Q: 3 clusters Score -106733.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -106735.039062 Penalty: 2539.022949
	Iteration 27Q: 3 clusters Score -106735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -106735.890625 Penalty: 2539.022949
	Iteration 28Q: 3 clusters Score -106735.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -106736.500000 Penalty: 2539.022949
	Iteration 29Q: 3 clusters Score -106736.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -106738.148438 Penalty: 2539.022949
	Iteration 30Q: 3 clusters Score -106738.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -106739.546875 Penalty: 2539.022949
	Iteration 31Q: 3 clusters Score -106739.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -106740.617188 Penalty: 2539.022949
	Iteration 32Q: 3 clusters Score -106740.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -106741.335938 Penalty: 2539.022949
	Iteration 33Q: 3 clusters Score -106741.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -106741.609375 Penalty: 2539.022949
	Iteration 34Q: 3 clusters Score -106741.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -106742.234375 Penalty: 2539.022949
	Iteration 35Q: 3 clusters Score -106742.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -106743.187500 Penalty: 2539.022949
	Iteration 36Q: 3 clusters Score -106743.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -106744.304688 Penalty: 2539.022949
	Iteration 37Q: 3 clusters Score -106744.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -106745.835938 Penalty: 2539.022949
	Iteration 38Q: 3 clusters Score -106745.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -106745.835938 Penalty: 2539.022949
	Iteration 39F: 3 clusters Score -106745.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Entering Unmasked Estep 
Score: -456743.875000 Penalty: 1487.762451
	Iteration 0F: 2 clusters Score -456743.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -449953.000000 Penalty: 2975.524902
	Iteration 0F: 3 clusters Score -449953 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -452156.437500 Penalty: 2975.524902
	Iteration 1F: 3 clusters Score -452156.4 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -452580.593750 Penalty: 2975.524902
	Iteration 2F: 3 clusters Score -452580.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -452992.656250 Penalty: 2975.524902
	Iteration 3F: 3 clusters Score -452992.7 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -453455.437500 Penalty: 2975.524902
	Iteration 4F: 3 clusters Score -453455.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -453942.375000 Penalty: 2975.524902
	Iteration 5F: 3 clusters Score -453942.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -454399.343750 Penalty: 2975.524902
	Iteration 6F: 3 clusters Score -454399.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -454800.031250 Penalty: 2975.524902
	Iteration 7F: 3 clusters Score -454800 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -455102.937500 Penalty: 2975.524902
	Iteration 8Q: 3 clusters Score -455102.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -455329.843750 Penalty: 2975.524902
	Iteration 9Q: 3 clusters Score -455329.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -455511.593750 Penalty: 2975.524902
	Iteration 10Q: 3 clusters Score -455511.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -455661.562500 Penalty: 2975.524902
	Iteration 11Q: 3 clusters Score -455661.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -455784.343750 Penalty: 2975.524902
	Iteration 12Q: 3 clusters Score -455784.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -455869.593750 Penalty: 2975.524902
	Iteration 13Q: 3 clusters Score -455869.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -455945.343750 Penalty: 2975.524902
	Iteration 14Q: 3 clusters Score -455945.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -456008.031250 Penalty: 2975.524902
	Iteration 15Q: 3 clusters Score -456008 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -456066.875000 Penalty: 2975.524902
	Iteration 16Q: 3 clusters Score -456066.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -456116.187500 Penalty: 2975.524902
	Iteration 17Q: 3 clusters Score -456116.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -456152.125000 Penalty: 2975.524902
	Iteration 18Q: 3 clusters Score -456152.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -456182.593750 Penalty: 2975.524902
	Iteration 19Q: 3 clusters Score -456182.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -456202.500000 Penalty: 2975.524902
	Iteration 20F: 3 clusters Score -456202.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -456226.750000 Penalty: 2975.524902
	Iteration 21Q: 3 clusters Score -456226.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -456243.875000 Penalty: 2975.524902
	Iteration 22Q: 3 clusters Score -456243.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -456252.625000 Penalty: 2975.524902
	Iteration 23Q: 3 clusters Score -456252.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -456258.781250 Penalty: 2975.524902
	Iteration 24Q: 3 clusters Score -456258.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -456267.750000 Penalty: 2975.524902
	Iteration 25Q: 3 clusters Score -456267.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -456275.312500 Penalty: 2975.524902
	Iteration 26Q: 3 clusters Score -456275.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -456282.281250 Penalty: 2975.524902
	Iteration 27Q: 3 clusters Score -456282.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -456290.312500 Penalty: 2975.524902
	Iteration 28Q: 3 clusters Score -456290.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -456294.875000 Penalty: 2975.524902
	Iteration 29Q: 3 clusters Score -456294.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -456298.968750 Penalty: 2975.524902
	Iteration 30Q: 3 clusters Score -456299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -456300.750000 Penalty: 2975.524902
	Iteration 31Q: 3 clusters Score -456300.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -456305.437500 Penalty: 2975.524902
	Iteration 32Q: 3 clusters Score -456305.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -456307.937500 Penalty: 2975.524902
	Iteration 33Q: 3 clusters Score -456307.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -456312.781250 Penalty: 2975.524902
	Iteration 34Q: 3 clusters Score -456312.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -456315.218750 Penalty: 2975.524902
	Iteration 35Q: 3 clusters Score -456315.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -456316.750000 Penalty: 2975.524902
	Iteration 36Q: 3 clusters Score -456316.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -456317.968750 Penalty: 2975.524902
	Iteration 37Q: 3 clusters Score -456318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -456320.812500 Penalty: 2975.524902
	Iteration 38Q: 3 clusters Score -456320.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -456322.593750 Penalty: 2975.524902
	Iteration 39Q: 3 clusters Score -456322.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -456326.218750 Penalty: 2975.524902
	Iteration 40F: 3 clusters Score -456326.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -456326.468750 Penalty: 2975.524902
	Iteration 41Q: 3 clusters Score -456326.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -456328.656250 Penalty: 2975.524902
	Iteration 42Q: 3 clusters Score -456328.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -456332.437500 Penalty: 2975.524902
	Iteration 43Q: 3 clusters Score -456332.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -456334.406250 Penalty: 2975.524902
	Iteration 44Q: 3 clusters Score -456334.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -456338.343750 Penalty: 2975.524902
	Iteration 45Q: 3 clusters Score -456338.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -456340.343750 Penalty: 2975.524902
	Iteration 46Q: 3 clusters Score -456340.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -456342.000000 Penalty: 2975.524902
	Iteration 47Q: 3 clusters Score -456342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -456345.062500 Penalty: 2975.524902
	Iteration 48Q: 3 clusters Score -456345.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -456348.406250 Penalty: 2975.524902
	Iteration 49Q: 3 clusters Score -456348.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -456349.718750 Penalty: 2975.524902
	Iteration 50Q: 3 clusters Score -456349.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -456351.781250 Penalty: 2975.524902
	Iteration 51Q: 3 clusters Score -456351.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -456353.218750 Penalty: 2975.524902
	Iteration 52Q: 3 clusters Score -456353.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -456356.218750 Penalty: 2975.524902
	Iteration 53Q: 3 clusters Score -456356.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -456356.093750 Penalty: 2975.524902
	Iteration 54Q: 3 clusters Score -456356.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -456357.593750 Penalty: 2975.524902
	Iteration 55Q: 3 clusters Score -456357.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -456360.437500 Penalty: 2975.524902
	Iteration 56Q: 3 clusters Score -456360.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -456361.656250 Penalty: 2975.524902
	Iteration 57Q: 3 clusters Score -456361.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -456361.750000 Penalty: 2975.524902
	Iteration 58Q: 3 clusters Score -456361.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -456363.812500 Penalty: 2975.524902
	Iteration 59Q: 3 clusters Score -456363.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -456365.968750 Penalty: 2975.524902
	Iteration 60F: 3 clusters Score -456366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -456367.500000 Penalty: 2975.524902
	Iteration 61Q: 3 clusters Score -456367.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -456368.687500 Penalty: 2975.524902
	Iteration 62Q: 3 clusters Score -456368.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -456370.125000 Penalty: 2975.524902
	Iteration 63Q: 3 clusters Score -456370.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -456368.937500 Penalty: 2975.524902
	Iteration 64Q: 3 clusters Score -456368.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -456369.875000 Penalty: 2975.524902
	Iteration 65Q: 3 clusters Score -456369.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -456369.593750 Penalty: 2975.524902
	Iteration 66Q: 3 clusters Score -456369.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -456369.593750 Penalty: 2975.524902
	Iteration 67F: 3 clusters Score -456369.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Entering Unmasked Estep 
Score: -507016.406250 Penalty: 1496.159424
	Iteration 0F: 2 clusters Score -507016.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -499770.625000 Penalty: 2992.318848
	Iteration 0F: 3 clusters Score -499770.6 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -502231.906250 Penalty: 2992.318848
	Iteration 1F: 3 clusters Score -502231.9 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -502611.718750 Penalty: 2992.318848
	Iteration 2F: 3 clusters Score -502611.7 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -502994.031250 Penalty: 2992.318848
	Iteration 3F: 3 clusters Score -502994 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -503389.250000 Penalty: 2992.318848
	Iteration 4F: 3 clusters Score -503389.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -503795.937500 Penalty: 2992.318848
	Iteration 5F: 3 clusters Score -503795.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -504189.593750 Penalty: 2992.318848
	Iteration 6F: 3 clusters Score -504189.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -504554.218750 Penalty: 2992.318848
	Iteration 7F: 3 clusters Score -504554.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -504876.375000 Penalty: 2992.318848
	Iteration 8Q: 3 clusters Score -504876.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -505128.375000 Penalty: 2992.318848
	Iteration 9Q: 3 clusters Score -505128.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -505312.218750 Penalty: 2992.318848
	Iteration 10Q: 3 clusters Score -505312.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -505438.875000 Penalty: 2992.318848
	Iteration 11Q: 3 clusters Score -505438.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -505530.937500 Penalty: 2992.318848
	Iteration 12Q: 3 clusters Score -505530.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -505585.406250 Penalty: 2992.318848
	Iteration 13Q: 3 clusters Score -505585.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -505632.093750 Penalty: 2992.318848
	Iteration 14Q: 3 clusters Score -505632.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -505672.843750 Penalty: 2992.318848
	Iteration 15Q: 3 clusters Score -505672.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -505705.968750 Penalty: 2992.318848
	Iteration 16Q: 3 clusters Score -505706 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -505730.500000 Penalty: 2992.318848
	Iteration 17Q: 3 clusters Score -505730.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -505751.437500 Penalty: 2992.318848
	Iteration 18Q: 3 clusters Score -505751.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -505757.562500 Penalty: 2992.318848
	Iteration 19Q: 3 clusters Score -505757.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -505759.968750 Penalty: 2992.318848
	Iteration 20F: 3 clusters Score -505760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -505761.437500 Penalty: 2992.318848
	Iteration 21Q: 3 clusters Score -505761.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -505761.781250 Penalty: 2992.318848
	Iteration 22Q: 3 clusters Score -505761.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -505764.281250 Penalty: 2992.318848
	Iteration 23Q: 3 clusters Score -505764.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -505764.781250 Penalty: 2992.318848
	Iteration 24Q: 3 clusters Score -505764.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -505766.750000 Penalty: 2992.318848
	Iteration 25Q: 3 clusters Score -505766.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -505767.906250 Penalty: 2992.318848
	Iteration 26Q: 3 clusters Score -505767.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -505767.218750 Penalty: 2992.318848
	Iteration 27Q: 3 clusters Score -505767.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -505769.562500 Penalty: 2992.318848
	Iteration 28Q: 3 clusters Score -505769.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -505769.968750 Penalty: 2992.318848
	Iteration 29Q: 3 clusters Score -505770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -505769.812500 Penalty: 2992.318848
	Iteration 30Q: 3 clusters Score -505769.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -505771.093750 Penalty: 2992.318848
	Iteration 31Q: 3 clusters Score -505771.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -505772.031250 Penalty: 2992.318848
	Iteration 32Q: 3 clusters Score -505772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -505776.093750 Penalty: 2992.318848
	Iteration 33Q: 3 clusters Score -505776.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -505777.562500 Penalty: 2992.318848
	Iteration 34Q: 3 clusters Score -505777.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -505780.843750 Penalty: 2992.318848
	Iteration 35Q: 3 clusters Score -505780.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -505788.968750 Penalty: 2992.318848
	Iteration 36Q: 3 clusters Score -505789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -505791.468750 Penalty: 2992.318848
	Iteration 37Q: 3 clusters Score -505791.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -505793.031250 Penalty: 2992.318848
	Iteration 38Q: 3 clusters Score -505793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -505793.031250 Penalty: 2992.318848
	Iteration 39F: 3 clusters Score -505793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Entering Unmasked Estep 
Score: -85665.890625 Penalty: 1220.355957
	Iteration 0F: 2 clusters Score -85665.89 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 922 members 
Entering Unmasked Estep 
Score: -83722.601562 Penalty: 2440.711914
	Iteration 0F: 3 clusters Score -83722.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -84201.406250 Penalty: 2440.711914
	Iteration 1F: 3 clusters Score -84201.41 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -84404.492188 Penalty: 2440.711914
	Iteration 2F: 3 clusters Score -84404.49 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -84644.562500 Penalty: 2440.711914
	Iteration 3F: 3 clusters Score -84644.56 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -84802.078125 Penalty: 2440.711914
	Iteration 4F: 3 clusters Score -84802.08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -84913.664062 Penalty: 2440.711914
	Iteration 5F: 3 clusters Score -84913.66 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -85003.382812 Penalty: 2440.711914
	Iteration 6Q: 3 clusters Score -85003.38 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -85091.718750 Penalty: 2440.711914
	Iteration 7Q: 3 clusters Score -85091.72 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -85143.507812 Penalty: 2440.711914
	Iteration 8Q: 3 clusters Score -85143.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -85168.445312 Penalty: 2440.711914
	Iteration 9Q: 3 clusters Score -85168.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -85182.351562 Penalty: 2440.711914
	Iteration 10Q: 3 clusters Score -85182.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -85194.617188 Penalty: 2440.711914
	Iteration 11Q: 3 clusters Score -85194.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -85205.640625 Penalty: 2440.711914
	Iteration 12Q: 3 clusters Score -85205.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -85214.875000 Penalty: 2440.711914
	Iteration 13Q: 3 clusters Score -85214.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -85219.671875 Penalty: 2440.711914
	Iteration 14Q: 3 clusters Score -85219.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -85225.140625 Penalty: 2440.711914
	Iteration 15Q: 3 clusters Score -85225.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -85227.445312 Penalty: 2440.711914
	Iteration 16Q: 3 clusters Score -85227.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -85227.648438 Penalty: 2440.711914
	Iteration 17Q: 3 clusters Score -85227.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -85227.648438 Penalty: 2440.711914
	Iteration 18F: 3 clusters Score -85227.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (77083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77083 members 
Entering Unmasked Estep 
Score: -4139291.500000 Penalty: 1828.553711
	Iteration 0F: 2 clusters Score -4139292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -4087579.000000 Penalty: 3657.107422
	Iteration 0F: 3 clusters Score -4087579 nChanged 36667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -4108881.250000 Penalty: 3657.107422
	Iteration 1F: 3 clusters Score -4108881 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -4109576.250000 Penalty: 3657.107422
	Iteration 2Q: 3 clusters Score -4109576 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -4110293.250000 Penalty: 3657.107422
	Iteration 3Q: 3 clusters Score -4110293 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -4111141.500000 Penalty: 3657.107422
	Iteration 4Q: 3 clusters Score -4111142 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -4112339.750000 Penalty: 3657.107422
	Iteration 5Q: 3 clusters Score -4112340 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -4113873.750000 Penalty: 3657.107422
	Iteration 6Q: 3 clusters Score -4113874 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -4115981.000000 Penalty: 3657.107422
	Iteration 7F: 3 clusters Score -4115981 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -4118723.750000 Penalty: 3657.107422
	Iteration 8F: 3 clusters Score -4118724 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -4122033.500000 Penalty: 3657.107422
	Iteration 9F: 3 clusters Score -4122034 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52367 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -4125070.000000 Penalty: 3657.107422
	Iteration 10F: 3 clusters Score -4125070 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53846 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -4127033.000000 Penalty: 3657.107422
	Iteration 11Q: 3 clusters Score -4127033 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -4128043.250000 Penalty: 3657.107422
	Iteration 12Q: 3 clusters Score -4128043 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -4128658.000000 Penalty: 3657.107422
	Iteration 13Q: 3 clusters Score -4128658 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57506 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -4129181.500000 Penalty: 3657.107422
	Iteration 14Q: 3 clusters Score -4129182 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58790 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -4129703.250000 Penalty: 3657.107422
	Iteration 15Q: 3 clusters Score -4129703 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60052 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -4130233.000000 Penalty: 3657.107422
	Iteration 16Q: 3 clusters Score -4130233 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61371 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -4130793.750000 Penalty: 3657.107422
	Iteration 17Q: 3 clusters Score -4130794 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62722 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -4131397.250000 Penalty: 3657.107422
	Iteration 18Q: 3 clusters Score -4131397 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64103 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -4132053.500000 Penalty: 3657.107422
	Iteration 19Q: 3 clusters Score -4132054 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65441 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -4132727.250000 Penalty: 3657.107422
	Iteration 20F: 3 clusters Score -4132727 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66719 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -4133361.250000 Penalty: 3657.107422
	Iteration 21Q: 3 clusters Score -4133361 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67908 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -4133965.500000 Penalty: 3657.107422
	Iteration 22Q: 3 clusters Score -4133966 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68986 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -4134487.500000 Penalty: 3657.107422
	Iteration 23Q: 3 clusters Score -4134488 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -4135029.250000 Penalty: 3657.107422
	Iteration 24Q: 3 clusters Score -4135029 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70962 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -4135510.250000 Penalty: 3657.107422
	Iteration 25Q: 3 clusters Score -4135510 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71791 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -4135992.000000 Penalty: 3657.107422
	Iteration 26Q: 3 clusters Score -4135992 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72524 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -4136427.500000 Penalty: 3657.107422
	Iteration 27Q: 3 clusters Score -4136428 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73130 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -4136769.750000 Penalty: 3657.107422
	Iteration 28Q: 3 clusters Score -4136770 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73622 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -4137019.750000 Penalty: 3657.107422
	Iteration 29Q: 3 clusters Score -4137020 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74049 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -4137253.500000 Penalty: 3657.107422
	Iteration 30Q: 3 clusters Score -4137254 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74405 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4137477.500000 Penalty: 3657.107422
	Iteration 31Q: 3 clusters Score -4137478 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74692 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4137645.750000 Penalty: 3657.107422
	Iteration 32Q: 3 clusters Score -4137646 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74937 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4137780.250000 Penalty: 3657.107422
	Iteration 33Q: 3 clusters Score -4137780 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75118 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4137875.000000 Penalty: 3657.107422
	Iteration 34Q: 3 clusters Score -4137875 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75261 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4137942.750000 Penalty: 3657.107422
	Iteration 35Q: 3 clusters Score -4137943 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75373 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4138003.500000 Penalty: 3657.107422
	Iteration 36Q: 3 clusters Score -4138004 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75466 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4138033.250000 Penalty: 3657.107422
	Iteration 37Q: 3 clusters Score -4138033 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75537 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4138064.000000 Penalty: 3657.107422
	Iteration 38Q: 3 clusters Score -4138064 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75581 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4138088.250000 Penalty: 3657.107422
	Iteration 39Q: 3 clusters Score -4138088 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75633 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4138106.000000 Penalty: 3657.107422
	Iteration 40F: 3 clusters Score -4138106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75668 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4138119.000000 Penalty: 3657.107422
	Iteration 41Q: 3 clusters Score -4138119 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75706 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4138125.000000 Penalty: 3657.107422
	Iteration 42Q: 3 clusters Score -4138125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75729 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4138132.000000 Penalty: 3657.107422
	Iteration 43Q: 3 clusters Score -4138132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75752 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4138148.500000 Penalty: 3657.107422
	Iteration 44Q: 3 clusters Score -4138148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75779 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4138158.750000 Penalty: 3657.107422
	Iteration 45Q: 3 clusters Score -4138159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75794 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4138165.500000 Penalty: 3657.107422
	Iteration 46Q: 3 clusters Score -4138166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75802 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4138174.500000 Penalty: 3657.107422
	Iteration 47Q: 3 clusters Score -4138174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75809 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4138171.500000 Penalty: 3657.107422
	Iteration 48Q: 3 clusters Score -4138172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75814 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4138172.750000 Penalty: 3657.107422
	Iteration 49Q: 3 clusters Score -4138173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75816 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4138173.750000 Penalty: 3657.107422
	Iteration 50Q: 3 clusters Score -4138174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75821 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4138180.500000 Penalty: 3657.107422
	Iteration 51Q: 3 clusters Score -4138180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75828 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4138182.500000 Penalty: 3657.107422
	Iteration 52Q: 3 clusters Score -4138182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75831 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4138183.000000 Penalty: 3657.107422
	Iteration 53Q: 3 clusters Score -4138183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75830 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4138180.250000 Penalty: 3657.107422
	Iteration 54Q: 3 clusters Score -4138180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75829 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4138180.750000 Penalty: 3657.107422
	Iteration 55Q: 3 clusters Score -4138181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75829 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4138180.750000 Penalty: 3657.107422
	Iteration 56F: 3 clusters Score -4138181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Entering Unmasked Estep 
Score: -105675.734375 Penalty: 1247.577637
	Iteration 0F: 2 clusters Score -105675.7 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 1048 members 
Entering Unmasked Estep 
Score: -103476.695312 Penalty: 2495.155273
	Iteration 0F: 3 clusters Score -103476.7 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -103972.101562 Penalty: 2495.155273
	Iteration 1F: 3 clusters Score -103972.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -104109.468750 Penalty: 2495.155273
	Iteration 2F: 3 clusters Score -104109.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -104191.476562 Penalty: 2495.155273
	Iteration 3F: 3 clusters Score -104191.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -104243.593750 Penalty: 2495.155273
	Iteration 4Q: 3 clusters Score -104243.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -104271.257812 Penalty: 2495.155273
	Iteration 5Q: 3 clusters Score -104271.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -104284.625000 Penalty: 2495.155273
	Iteration 6Q: 3 clusters Score -104284.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -104301.296875 Penalty: 2495.155273
	Iteration 7Q: 3 clusters Score -104301.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -104320.960938 Penalty: 2495.155273
	Iteration 8Q: 3 clusters Score -104321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -104336.054688 Penalty: 2495.155273
	Iteration 9Q: 3 clusters Score -104336.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -104347.304688 Penalty: 2495.155273
	Iteration 10Q: 3 clusters Score -104347.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -104356.070312 Penalty: 2495.155273
	Iteration 11Q: 3 clusters Score -104356.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -104364.507812 Penalty: 2495.155273
	Iteration 12Q: 3 clusters Score -104364.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -104369.335938 Penalty: 2495.155273
	Iteration 13Q: 3 clusters Score -104369.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -104373.515625 Penalty: 2495.155273
	Iteration 14Q: 3 clusters Score -104373.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -104375.031250 Penalty: 2495.155273
	Iteration 15Q: 3 clusters Score -104375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -104376.750000 Penalty: 2495.155273
	Iteration 16Q: 3 clusters Score -104376.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -104377.367188 Penalty: 2495.155273
	Iteration 17Q: 3 clusters Score -104377.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -104380.000000 Penalty: 2495.155273
	Iteration 18Q: 3 clusters Score -104380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -104383.429688 Penalty: 2495.155273
	Iteration 19Q: 3 clusters Score -104383.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -104388.429688 Penalty: 2495.155273
	Iteration 20F: 3 clusters Score -104388.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -104395.921875 Penalty: 2495.155273
	Iteration 21Q: 3 clusters Score -104395.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -104401.289062 Penalty: 2495.155273
	Iteration 22Q: 3 clusters Score -104401.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -104406.125000 Penalty: 2495.155273
	Iteration 23Q: 3 clusters Score -104406.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -104408.601562 Penalty: 2495.155273
	Iteration 24Q: 3 clusters Score -104408.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -104410.265625 Penalty: 2495.155273
	Iteration 25Q: 3 clusters Score -104410.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -104411.429688 Penalty: 2495.155273
	Iteration 26Q: 3 clusters Score -104411.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -104412.859375 Penalty: 2495.155273
	Iteration 27Q: 3 clusters Score -104412.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -104414.148438 Penalty: 2495.155273
	Iteration 28Q: 3 clusters Score -104414.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -104415.710938 Penalty: 2495.155273
	Iteration 29Q: 3 clusters Score -104415.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -104417.046875 Penalty: 2495.155273
	Iteration 30Q: 3 clusters Score -104417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -104417.421875 Penalty: 2495.155273
	Iteration 31Q: 3 clusters Score -104417.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -104417.421875 Penalty: 2495.155273
	Iteration 32F: 3 clusters Score -104417.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (90611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90611 members 
Entering Unmasked Estep 
Score: -4812891.000000 Penalty: 1854.828735
	Iteration 0F: 2 clusters Score -4812891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -4752279.500000 Penalty: 3709.657471
	Iteration 0F: 3 clusters Score -4752280 nChanged 43270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -4778806.000000 Penalty: 3709.657471
	Iteration 1F: 3 clusters Score -4778806 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45329 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -4780849.000000 Penalty: 3709.657471
	Iteration 2Q: 3 clusters Score -4780849 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -4783961.000000 Penalty: 3709.657471
	Iteration 3F: 3 clusters Score -4783961 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -4788376.500000 Penalty: 3709.657471
	Iteration 4F: 3 clusters Score -4788376 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
Score: -4793599.000000 Penalty: 3709.657471
	Iteration 5F: 3 clusters Score -4793599 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -4797945.500000 Penalty: 3709.657471
	Iteration 6F: 3 clusters Score -4797946 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -4800560.000000 Penalty: 3709.657471
	Iteration 7F: 3 clusters Score -4800560 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 50949 members 
Entering Unmasked Estep 
Score: -4801873.000000 Penalty: 3709.657471
	Iteration 8Q: 3 clusters Score -4801873 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -4802595.000000 Penalty: 3709.657471
	Iteration 9Q: 3 clusters Score -4802595 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 53374 members 
Entering Unmasked Estep 
Score: -4803098.000000 Penalty: 3709.657471
	Iteration 10Q: 3 clusters Score -4803098 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 54521 members 
Entering Unmasked Estep 
Score: -4803553.500000 Penalty: 3709.657471
	Iteration 11Q: 3 clusters Score -4803554 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 55643 members 
Entering Unmasked Estep 
Score: -4803931.000000 Penalty: 3709.657471
	Iteration 12Q: 3 clusters Score -4803931 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 56747 members 
Entering Unmasked Estep 
Score: -4804296.000000 Penalty: 3709.657471
	Iteration 13Q: 3 clusters Score -4804296 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 57877 members 
Entering Unmasked Estep 
Score: -4804648.500000 Penalty: 3709.657471
	Iteration 14Q: 3 clusters Score -4804648 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 58997 members 
Entering Unmasked Estep 
Score: -4804971.500000 Penalty: 3709.657471
	Iteration 15Q: 3 clusters Score -4804972 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 60117 members 
Entering Unmasked Estep 
Score: -4805263.500000 Penalty: 3709.657471
	Iteration 16Q: 3 clusters Score -4805264 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 61195 members 
Entering Unmasked Estep 
Score: -4805517.000000 Penalty: 3709.657471
	Iteration 17Q: 3 clusters Score -4805517 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 62286 members 
Entering Unmasked Estep 
Score: -4805794.000000 Penalty: 3709.657471
	Iteration 18Q: 3 clusters Score -4805794 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 63425 members 
Entering Unmasked Estep 
Score: -4806062.500000 Penalty: 3709.657471
	Iteration 19Q: 3 clusters Score -4806062 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 64537 members 
Entering Unmasked Estep 
Score: -4806354.000000 Penalty: 3709.657471
	Iteration 20F: 3 clusters Score -4806354 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -4806603.500000 Penalty: 3709.657471
	Iteration 21Q: 3 clusters Score -4806604 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 66748 members 
Entering Unmasked Estep 
Score: -4806890.500000 Penalty: 3709.657471
	Iteration 22Q: 3 clusters Score -4806890 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 67833 members 
Entering Unmasked Estep 
Score: -4807159.000000 Penalty: 3709.657471
	Iteration 23Q: 3 clusters Score -4807159 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 68911 members 
Entering Unmasked Estep 
Score: -4807441.000000 Penalty: 3709.657471
	Iteration 24Q: 3 clusters Score -4807441 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 69953 members 
Entering Unmasked Estep 
Score: -4807683.000000 Penalty: 3709.657471
	Iteration 25Q: 3 clusters Score -4807683 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 70933 members 
Entering Unmasked Estep 
Score: -4807924.500000 Penalty: 3709.657471
	Iteration 26Q: 3 clusters Score -4807924 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 71902 members 
Entering Unmasked Estep 
Score: -4808143.000000 Penalty: 3709.657471
	Iteration 27Q: 3 clusters Score -4808143 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 72835 members 
Entering Unmasked Estep 
Score: -4808426.000000 Penalty: 3709.657471
	Iteration 28Q: 3 clusters Score -4808426 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 73740 members 
Entering Unmasked Estep 
Score: -4808630.500000 Penalty: 3709.657471
	Iteration 29Q: 3 clusters Score -4808630 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 74658 members 
Entering Unmasked Estep 
Score: -4808831.000000 Penalty: 3709.657471
	Iteration 30Q: 3 clusters Score -4808831 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 75554 members 
Entering Unmasked Estep 
Score: -4809064.000000 Penalty: 3709.657471
	Iteration 31Q: 3 clusters Score -4809064 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 76430 members 
Entering Unmasked Estep 
Score: -4809248.500000 Penalty: 3709.657471
	Iteration 32Q: 3 clusters Score -4809248 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 77313 members 
Entering Unmasked Estep 
Score: -4809482.000000 Penalty: 3709.657471
	Iteration 33Q: 3 clusters Score -4809482 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 78145 members 
Entering Unmasked Estep 
Score: -4809702.500000 Penalty: 3709.657471
	Iteration 34Q: 3 clusters Score -4809702 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 78883 members 
Entering Unmasked Estep 
Score: -4809889.500000 Penalty: 3709.657471
	Iteration 35Q: 3 clusters Score -4809890 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 79563 members 
Entering Unmasked Estep 
Score: -4810023.500000 Penalty: 3709.657471
	Iteration 36Q: 3 clusters Score -4810024 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 80218 members 
Entering Unmasked Estep 
Score: -4810169.500000 Penalty: 3709.657471
	Iteration 37Q: 3 clusters Score -4810170 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 80894 members 
Entering Unmasked Estep 
Score: -4810362.000000 Penalty: 3709.657471
	Iteration 38Q: 3 clusters Score -4810362 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 81544 members 
Entering Unmasked Estep 
Score: -4810535.500000 Penalty: 3709.657471
	Iteration 39Q: 3 clusters Score -4810536 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 82146 members 
Entering Unmasked Estep 
Score: -4810649.500000 Penalty: 3709.657471
	Iteration 40F: 3 clusters Score -4810650 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 82721 members 
Entering Unmasked Estep 
Score: -4810799.000000 Penalty: 3709.657471
	Iteration 41Q: 3 clusters Score -4810799 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 83279 members 
Entering Unmasked Estep 
Score: -4810957.500000 Penalty: 3709.657471
	Iteration 42Q: 3 clusters Score -4810958 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 83783 members 
Entering Unmasked Estep 
Score: -4811043.500000 Penalty: 3709.657471
	Iteration 43Q: 3 clusters Score -4811044 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 84222 members 
Entering Unmasked Estep 
Score: -4811168.000000 Penalty: 3709.657471
	Iteration 44Q: 3 clusters Score -4811168 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 84627 members 
Entering Unmasked Estep 
Score: -4811256.000000 Penalty: 3709.657471
	Iteration 45Q: 3 clusters Score -4811256 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 84977 members 
Entering Unmasked Estep 
Score: -4811333.000000 Penalty: 3709.657471
	Iteration 46Q: 3 clusters Score -4811333 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 85271 members 
Entering Unmasked Estep 
Score: -4811379.000000 Penalty: 3709.657471
	Iteration 47Q: 3 clusters Score -4811379 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 85551 members 
Entering Unmasked Estep 
Score: -4811457.500000 Penalty: 3709.657471
	Iteration 48Q: 3 clusters Score -4811458 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 85810 members 
Entering Unmasked Estep 
Score: -4811498.000000 Penalty: 3709.657471
	Iteration 49Q: 3 clusters Score -4811498 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 86016 members 
Entering Unmasked Estep 
Score: -4811542.500000 Penalty: 3709.657471
	Iteration 50Q: 3 clusters Score -4811542 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 86211 members 
Entering Unmasked Estep 
Score: -4811581.000000 Penalty: 3709.657471
	Iteration 51Q: 3 clusters Score -4811581 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 86393 members 
Entering Unmasked Estep 
Score: -4811631.000000 Penalty: 3709.657471
	Iteration 52Q: 3 clusters Score -4811631 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 86557 members 
Entering Unmasked Estep 
Score: -4811665.500000 Penalty: 3709.657471
	Iteration 53Q: 3 clusters Score -4811666 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 86702 members 
Entering Unmasked Estep 
Score: -4811713.500000 Penalty: 3709.657471
	Iteration 54Q: 3 clusters Score -4811714 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 86816 members 
Entering Unmasked Estep 
Score: -4811755.500000 Penalty: 3709.657471
	Iteration 55Q: 3 clusters Score -4811756 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 86913 members 
Entering Unmasked Estep 
Score: -4811764.000000 Penalty: 3709.657471
	Iteration 56Q: 3 clusters Score -4811764 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 87010 members 
Entering Unmasked Estep 
Score: -4811789.000000 Penalty: 3709.657471
	Iteration 57Q: 3 clusters Score -4811789 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 87084 members 
Entering Unmasked Estep 
Score: -4811811.000000 Penalty: 3709.657471
	Iteration 58Q: 3 clusters Score -4811811 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 87158 members 
Entering Unmasked Estep 
Score: -4811819.500000 Penalty: 3709.657471
	Iteration 59Q: 3 clusters Score -4811820 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 87230 members 
Entering Unmasked Estep 
Score: -4811830.500000 Penalty: 3709.657471
	Iteration 60F: 3 clusters Score -4811830 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 87301 members 
Entering Unmasked Estep 
Score: -4811828.500000 Penalty: 3709.657471
	Iteration 61Q: 3 clusters Score -4811828 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 87358 members 
Entering Unmasked Estep 
Score: -4811848.500000 Penalty: 3709.657471
	Iteration 62Q: 3 clusters Score -4811848 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 87417 members 
Entering Unmasked Estep 
Score: -4811857.500000 Penalty: 3709.657471
	Iteration 63Q: 3 clusters Score -4811858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 87476 members 
Entering Unmasked Estep 
Score: -4811860.500000 Penalty: 3709.657471
	Iteration 64Q: 3 clusters Score -4811860 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 87525 members 
Entering Unmasked Estep 
Score: -4811877.500000 Penalty: 3709.657471
	Iteration 65Q: 3 clusters Score -4811878 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 87560 members 
Entering Unmasked Estep 
Score: -4811879.500000 Penalty: 3709.657471
	Iteration 66Q: 3 clusters Score -4811880 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 87598 members 
Entering Unmasked Estep 
Score: -4811872.000000 Penalty: 3709.657471
	Iteration 67Q: 3 clusters Score -4811872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 87629 members 
Entering Unmasked Estep 
Score: -4811881.500000 Penalty: 3709.657471
	Iteration 68Q: 3 clusters Score -4811882 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 87656 members 
Entering Unmasked Estep 
Score: -4811884.000000 Penalty: 3709.657471
	Iteration 69Q: 3 clusters Score -4811884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 87678 members 
Entering Unmasked Estep 
Score: -4811896.000000 Penalty: 3709.657471
	Iteration 70Q: 3 clusters Score -4811896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 87706 members 
Entering Unmasked Estep 
Score: -4811895.000000 Penalty: 3709.657471
	Iteration 71Q: 3 clusters Score -4811895 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 87733 members 
Entering Unmasked Estep 
Score: -4811901.000000 Penalty: 3709.657471
	Iteration 72Q: 3 clusters Score -4811901 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 87760 members 
Entering Unmasked Estep 
Score: -4811903.500000 Penalty: 3709.657471
	Iteration 73Q: 3 clusters Score -4811904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 87786 members 
Entering Unmasked Estep 
Score: -4811920.000000 Penalty: 3709.657471
	Iteration 74Q: 3 clusters Score -4811920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 87805 members 
Entering Unmasked Estep 
Score: -4811926.500000 Penalty: 3709.657471
	Iteration 75Q: 3 clusters Score -4811926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 87828 members 
Entering Unmasked Estep 
Score: -4811941.000000 Penalty: 3709.657471
	Iteration 76Q: 3 clusters Score -4811941 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 87853 members 
Entering Unmasked Estep 
Score: -4811941.500000 Penalty: 3709.657471
	Iteration 77Q: 3 clusters Score -4811942 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 87888 members 
Entering Unmasked Estep 
Score: -4811956.000000 Penalty: 3709.657471
	Iteration 78Q: 3 clusters Score -4811956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 87926 members 
Entering Unmasked Estep 
Score: -4811948.500000 Penalty: 3709.657471
	Iteration 79Q: 3 clusters Score -4811948 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 87968 members 
Entering Unmasked Estep 
Score: -4811962.000000 Penalty: 3709.657471
	Iteration 80F: 3 clusters Score -4811962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 88003 members 
Entering Unmasked Estep 
Score: -4811978.000000 Penalty: 3709.657471
	Iteration 81Q: 3 clusters Score -4811978 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 88039 members 
Entering Unmasked Estep 
Score: -4811987.000000 Penalty: 3709.657471
	Iteration 82Q: 3 clusters Score -4811987 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 88077 members 
Entering Unmasked Estep 
Score: -4811992.500000 Penalty: 3709.657471
	Iteration 83Q: 3 clusters Score -4811992 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 88115 members 
Entering Unmasked Estep 
Score: -4812004.500000 Penalty: 3709.657471
	Iteration 84Q: 3 clusters Score -4812004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 88154 members 
Entering Unmasked Estep 
Score: -4812000.500000 Penalty: 3709.657471
	Iteration 85Q: 3 clusters Score -4812000 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 88192 members 
Entering Unmasked Estep 
Score: -4812004.500000 Penalty: 3709.657471
	Iteration 86Q: 3 clusters Score -4812004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 88228 members 
Entering Unmasked Estep 
Score: -4812000.500000 Penalty: 3709.657471
	Iteration 87Q: 3 clusters Score -4812000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 88261 members 
Entering Unmasked Estep 
Score: -4811996.500000 Penalty: 3709.657471
	Iteration 88Q: 3 clusters Score -4811996 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 88302 members 
Entering Unmasked Estep 
Score: -4812017.500000 Penalty: 3709.657471
	Iteration 89Q: 3 clusters Score -4812018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 88332 members 
Entering Unmasked Estep 
Score: -4812031.500000 Penalty: 3709.657471
	Iteration 90Q: 3 clusters Score -4812032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 88352 members 
Entering Unmasked Estep 
Score: -4812032.500000 Penalty: 3709.657471
	Iteration 91Q: 3 clusters Score -4812032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 88376 members 
Entering Unmasked Estep 
Score: -4812047.000000 Penalty: 3709.657471
	Iteration 92Q: 3 clusters Score -4812047 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 88397 members 
Entering Unmasked Estep 
Score: -4812029.000000 Penalty: 3709.657471
	Iteration 93Q: 3 clusters Score -4812029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 88417 members 
Entering Unmasked Estep 
Score: -4812038.500000 Penalty: 3709.657471
	Iteration 94Q: 3 clusters Score -4812038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 88431 members 
Entering Unmasked Estep 
Score: -4812038.500000 Penalty: 3709.657471
	Iteration 95Q: 3 clusters Score -4812038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 88447 members 
Entering Unmasked Estep 
Score: -4812039.500000 Penalty: 3709.657471
	Iteration 96Q: 3 clusters Score -4812040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 88474 members 
Entering Unmasked Estep 
Score: -4812050.500000 Penalty: 3709.657471
	Iteration 97Q: 3 clusters Score -4812050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 88489 members 
Entering Unmasked Estep 
Score: -4812053.000000 Penalty: 3709.657471
	Iteration 98Q: 3 clusters Score -4812053 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 88502 members 
Entering Unmasked Estep 
Score: -4812069.500000 Penalty: 3709.657471
	Iteration 99Q: 3 clusters Score -4812070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 88507 members 
Entering Unmasked Estep 
Score: -4812070.500000 Penalty: 3709.657471
	Iteration 100F: 3 clusters Score -4812070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 88509 members 
Entering Unmasked Estep 
Score: -4812071.500000 Penalty: 3709.657471
	Iteration 101Q: 3 clusters Score -4812072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 88509 members 
Entering Unmasked Estep 
Score: -4812070.000000 Penalty: 3709.657471
	Iteration 102Q: 3 clusters Score -4812070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 88511 members 
Entering Unmasked Estep 
Score: -4812069.500000 Penalty: 3709.657471
	Iteration 103Q: 3 clusters Score -4812070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 88513 members 
Entering Unmasked Estep 
Score: -4812077.500000 Penalty: 3709.657471
	Iteration 104Q: 3 clusters Score -4812078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 88514 members 
Entering Unmasked Estep 
Score: -4812077.000000 Penalty: 3709.657471
	Iteration 105Q: 3 clusters Score -4812077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 88516 members 
Entering Unmasked Estep 
Score: -4812079.000000 Penalty: 3709.657471
	Iteration 106Q: 3 clusters Score -4812079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 88522 members 
Entering Unmasked Estep 
Score: -4812075.500000 Penalty: 3709.657471
	Iteration 107Q: 3 clusters Score -4812076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 88526 members 
Entering Unmasked Estep 
Score: -4812081.000000 Penalty: 3709.657471
	Iteration 108Q: 3 clusters Score -4812081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 88532 members 
Entering Unmasked Estep 
Score: -4812078.000000 Penalty: 3709.657471
	Iteration 109Q: 3 clusters Score -4812078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 88535 members 
Entering Unmasked Estep 
Score: -4812072.500000 Penalty: 3709.657471
	Iteration 110Q: 3 clusters Score -4812072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 88541 members 
Entering Unmasked Estep 
Score: -4812076.000000 Penalty: 3709.657471
	Iteration 111Q: 3 clusters Score -4812076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 88545 members 
Entering Unmasked Estep 
Score: -4812079.500000 Penalty: 3709.657471
	Iteration 112Q: 3 clusters Score -4812080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 88549 members 
Entering Unmasked Estep 
Score: -4812080.500000 Penalty: 3709.657471
	Iteration 113Q: 3 clusters Score -4812080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 88548 members 
Entering Unmasked Estep 
Score: -4812092.500000 Penalty: 3709.657471
	Iteration 114Q: 3 clusters Score -4812092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 88548 members 
Entering Unmasked Estep 
Score: -4812094.500000 Penalty: 3709.657471
	Iteration 115Q: 3 clusters Score -4812094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 88549 members 
Entering Unmasked Estep 
Score: -4812099.000000 Penalty: 3709.657471
	Iteration 116Q: 3 clusters Score -4812099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 88549 members 
Entering Unmasked Estep 
Score: -4812099.000000 Penalty: 3709.657471
	Iteration 117Q: 3 clusters Score -4812099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 88550 members 
Entering Unmasked Estep 
Score: -4812100.500000 Penalty: 3709.657471
	Iteration 118Q: 3 clusters Score -4812100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 88553 members 
Entering Unmasked Estep 
Score: -4812101.500000 Penalty: 3709.657471
	Iteration 119Q: 3 clusters Score -4812102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 88554 members 
Entering Unmasked Estep 
Score: -4812098.500000 Penalty: 3709.657471
	Iteration 120F: 3 clusters Score -4812098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -19990.796875 Penalty: 1003.240234
	Iteration 0F: 2 clusters Score -19990.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18962.558594 Penalty: 2006.480469
	Iteration 0F: 3 clusters Score -18962.56 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -19146.626953 Penalty: 2006.480469
	Iteration 1F: 3 clusters Score -19146.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -19206.482422 Penalty: 2006.480469
	Iteration 2F: 3 clusters Score -19206.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19250.792969 Penalty: 2006.480469
	Iteration 3Q: 3 clusters Score -19250.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -19259.908203 Penalty: 2006.480469
	Iteration 4Q: 3 clusters Score -19259.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19262.212891 Penalty: 2006.480469
	Iteration 5Q: 3 clusters Score -19262.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -19262.212891 Penalty: 2006.480469
	Iteration 6F: 3 clusters Score -19262.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Entering Unmasked Estep 
Score: -1516951.250000 Penalty: 1672.131836
	Iteration 0F: 2 clusters Score -1516951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -1496993.625000 Penalty: 3344.263672
	Iteration 0F: 3 clusters Score -1496994 nChanged 13684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1504825.875000 Penalty: 3344.263672
	Iteration 1F: 3 clusters Score -1504826 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1505345.625000 Penalty: 3344.263672
	Iteration 2Q: 3 clusters Score -1505346 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1505927.375000 Penalty: 3344.263672
	Iteration 3Q: 3 clusters Score -1505927 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1506690.625000 Penalty: 3344.263672
	Iteration 4F: 3 clusters Score -1506691 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1507761.375000 Penalty: 3344.263672
	Iteration 5F: 3 clusters Score -1507761 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1509234.250000 Penalty: 3344.263672
	Iteration 6F: 3 clusters Score -1509234 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1510963.625000 Penalty: 3344.263672
	Iteration 7F: 3 clusters Score -1510964 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1512619.875000 Penalty: 3344.263672
	Iteration 8F: 3 clusters Score -1512620 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1513952.625000 Penalty: 3344.263672
	Iteration 9Q: 3 clusters Score -1513953 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1514772.000000 Penalty: 3344.263672
	Iteration 10Q: 3 clusters Score -1514772 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1515151.000000 Penalty: 3344.263672
	Iteration 11Q: 3 clusters Score -1515151 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1515340.375000 Penalty: 3344.263672
	Iteration 12Q: 3 clusters Score -1515340 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1515432.750000 Penalty: 3344.263672
	Iteration 13Q: 3 clusters Score -1515433 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1515486.750000 Penalty: 3344.263672
	Iteration 14Q: 3 clusters Score -1515487 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1515514.875000 Penalty: 3344.263672
	Iteration 15Q: 3 clusters Score -1515515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1515536.125000 Penalty: 3344.263672
	Iteration 16Q: 3 clusters Score -1515536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1515549.250000 Penalty: 3344.263672
	Iteration 17Q: 3 clusters Score -1515549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1515563.500000 Penalty: 3344.263672
	Iteration 18Q: 3 clusters Score -1515564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1515570.875000 Penalty: 3344.263672
	Iteration 19Q: 3 clusters Score -1515571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1515573.125000 Penalty: 3344.263672
	Iteration 20F: 3 clusters Score -1515573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1515573.000000 Penalty: 3344.263672
	Iteration 21Q: 3 clusters Score -1515573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1515575.500000 Penalty: 3344.263672
	Iteration 22Q: 3 clusters Score -1515576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1515577.125000 Penalty: 3344.263672
	Iteration 23Q: 3 clusters Score -1515577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1515576.875000 Penalty: 3344.263672
	Iteration 24Q: 3 clusters Score -1515577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1515580.875000 Penalty: 3344.263672
	Iteration 25Q: 3 clusters Score -1515581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1515583.875000 Penalty: 3344.263672
	Iteration 26Q: 3 clusters Score -1515584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1515584.875000 Penalty: 3344.263672
	Iteration 27Q: 3 clusters Score -1515585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1515584.875000 Penalty: 3344.263672
	Iteration 28F: 3 clusters Score -1515585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Entering Unmasked Estep 
Score: -98571.171875 Penalty: 1277.468018
	Iteration 0F: 2 clusters Score -98571.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -96090.164062 Penalty: 2554.936035
	Iteration 0F: 3 clusters Score -96090.16 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -96719.023438 Penalty: 2554.936035
	Iteration 1F: 3 clusters Score -96719.02 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -96928.679688 Penalty: 2554.936035
	Iteration 2F: 3 clusters Score -96928.68 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -97099.257812 Penalty: 2554.936035
	Iteration 3F: 3 clusters Score -97099.26 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -97233.382812 Penalty: 2554.936035
	Iteration 4F: 3 clusters Score -97233.38 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -97329.828125 Penalty: 2554.936035
	Iteration 5Q: 3 clusters Score -97329.83 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -97397.234375 Penalty: 2554.936035
	Iteration 6Q: 3 clusters Score -97397.23 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -97454.921875 Penalty: 2554.936035
	Iteration 7Q: 3 clusters Score -97454.92 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -97511.695312 Penalty: 2554.936035
	Iteration 8Q: 3 clusters Score -97511.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -97557.523438 Penalty: 2554.936035
	Iteration 9Q: 3 clusters Score -97557.52 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -97586.039062 Penalty: 2554.936035
	Iteration 10Q: 3 clusters Score -97586.04 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -97613.507812 Penalty: 2554.936035
	Iteration 11Q: 3 clusters Score -97613.51 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -97646.710938 Penalty: 2554.936035
	Iteration 12Q: 3 clusters Score -97646.71 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -97671.492188 Penalty: 2554.936035
	Iteration 13Q: 3 clusters Score -97671.49 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -97685.601562 Penalty: 2554.936035
	Iteration 14Q: 3 clusters Score -97685.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -97692.273438 Penalty: 2554.936035
	Iteration 15Q: 3 clusters Score -97692.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -97698.671875 Penalty: 2554.936035
	Iteration 16Q: 3 clusters Score -97698.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -97701.234375 Penalty: 2554.936035
	Iteration 17Q: 3 clusters Score -97701.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -97701.578125 Penalty: 2554.936035
	Iteration 18Q: 3 clusters Score -97701.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -97703.757812 Penalty: 2554.936035
	Iteration 19Q: 3 clusters Score -97703.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -97704.828125 Penalty: 2554.936035
	Iteration 20F: 3 clusters Score -97704.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -97706.578125 Penalty: 2554.936035
	Iteration 21Q: 3 clusters Score -97706.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -97707.765625 Penalty: 2554.936035
	Iteration 22Q: 3 clusters Score -97707.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -97710.656250 Penalty: 2554.936035
	Iteration 23Q: 3 clusters Score -97710.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -97713.046875 Penalty: 2554.936035
	Iteration 24Q: 3 clusters Score -97713.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -97715.070312 Penalty: 2554.936035
	Iteration 25Q: 3 clusters Score -97715.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -97717.164062 Penalty: 2554.936035
	Iteration 26Q: 3 clusters Score -97717.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -97720.070312 Penalty: 2554.936035
	Iteration 27Q: 3 clusters Score -97720.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -97721.750000 Penalty: 2554.936035
	Iteration 28Q: 3 clusters Score -97721.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -97723.578125 Penalty: 2554.936035
	Iteration 29Q: 3 clusters Score -97723.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -97727.328125 Penalty: 2554.936035
	Iteration 30Q: 3 clusters Score -97727.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -97729.507812 Penalty: 2554.936035
	Iteration 31Q: 3 clusters Score -97729.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -97730.656250 Penalty: 2554.936035
	Iteration 32Q: 3 clusters Score -97730.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -97730.914062 Penalty: 2554.936035
	Iteration 33Q: 3 clusters Score -97730.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -97730.914062 Penalty: 2554.936035
	Iteration 34F: 3 clusters Score -97730.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Entering Unmasked Estep 
Score: -477443.343750 Penalty: 1500.756226
	Iteration 0F: 2 clusters Score -477443.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -470123.875000 Penalty: 3001.512451
	Iteration 0F: 3 clusters Score -470123.9 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -472576.718750 Penalty: 3001.512451
	Iteration 1F: 3 clusters Score -472576.7 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -472906.718750 Penalty: 3001.512451
	Iteration 2F: 3 clusters Score -472906.7 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -473163.562500 Penalty: 3001.512451
	Iteration 3F: 3 clusters Score -473163.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -473374.968750 Penalty: 3001.512451
	Iteration 4Q: 3 clusters Score -473375 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -473558.687500 Penalty: 3001.512451
	Iteration 5Q: 3 clusters Score -473558.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -473702.687500 Penalty: 3001.512451
	Iteration 6Q: 3 clusters Score -473702.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -473819.500000 Penalty: 3001.512451
	Iteration 7Q: 3 clusters Score -473819.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -473927.562500 Penalty: 3001.512451
	Iteration 8Q: 3 clusters Score -473927.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -474015.218750 Penalty: 3001.512451
	Iteration 9Q: 3 clusters Score -474015.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -474090.062500 Penalty: 3001.512451
	Iteration 10Q: 3 clusters Score -474090.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -474158.093750 Penalty: 3001.512451
	Iteration 11Q: 3 clusters Score -474158.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -474217.468750 Penalty: 3001.512451
	Iteration 12Q: 3 clusters Score -474217.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -474271.968750 Penalty: 3001.512451
	Iteration 13Q: 3 clusters Score -474272 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -474327.531250 Penalty: 3001.512451
	Iteration 14Q: 3 clusters Score -474327.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -474384.031250 Penalty: 3001.512451
	Iteration 15Q: 3 clusters Score -474384 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -474447.343750 Penalty: 3001.512451
	Iteration 16Q: 3 clusters Score -474447.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -474507.437500 Penalty: 3001.512451
	Iteration 17Q: 3 clusters Score -474507.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -474565.937500 Penalty: 3001.512451
	Iteration 18Q: 3 clusters Score -474565.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -474628.375000 Penalty: 3001.512451
	Iteration 19Q: 3 clusters Score -474628.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -474692.562500 Penalty: 3001.512451
	Iteration 20F: 3 clusters Score -474692.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -474775.750000 Penalty: 3001.512451
	Iteration 21Q: 3 clusters Score -474775.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -474857.562500 Penalty: 3001.512451
	Iteration 22Q: 3 clusters Score -474857.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -474931.250000 Penalty: 3001.512451
	Iteration 23Q: 3 clusters Score -474931.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -475002.312500 Penalty: 3001.512451
	Iteration 24Q: 3 clusters Score -475002.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -475076.875000 Penalty: 3001.512451
	Iteration 25Q: 3 clusters Score -475076.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -475144.718750 Penalty: 3001.512451
	Iteration 26Q: 3 clusters Score -475144.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -475219.812500 Penalty: 3001.512451
	Iteration 27Q: 3 clusters Score -475219.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -475293.218750 Penalty: 3001.512451
	Iteration 28Q: 3 clusters Score -475293.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -475348.968750 Penalty: 3001.512451
	Iteration 29Q: 3 clusters Score -475349 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -475395.312500 Penalty: 3001.512451
	Iteration 30Q: 3 clusters Score -475395.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -475448.468750 Penalty: 3001.512451
	Iteration 31Q: 3 clusters Score -475448.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -475493.218750 Penalty: 3001.512451
	Iteration 32Q: 3 clusters Score -475493.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -475526.500000 Penalty: 3001.512451
	Iteration 33Q: 3 clusters Score -475526.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -475562.437500 Penalty: 3001.512451
	Iteration 34Q: 3 clusters Score -475562.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -475595.250000 Penalty: 3001.512451
	Iteration 35Q: 3 clusters Score -475595.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -475624.843750 Penalty: 3001.512451
	Iteration 36Q: 3 clusters Score -475624.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -475652.593750 Penalty: 3001.512451
	Iteration 37Q: 3 clusters Score -475652.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -475684.406250 Penalty: 3001.512451
	Iteration 38Q: 3 clusters Score -475684.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -475715.375000 Penalty: 3001.512451
	Iteration 39Q: 3 clusters Score -475715.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -475740.968750 Penalty: 3001.512451
	Iteration 40F: 3 clusters Score -475741 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -475773.562500 Penalty: 3001.512451
	Iteration 41Q: 3 clusters Score -475773.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -475802.531250 Penalty: 3001.512451
	Iteration 42Q: 3 clusters Score -475802.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -475837.093750 Penalty: 3001.512451
	Iteration 43Q: 3 clusters Score -475837.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -475885.906250 Penalty: 3001.512451
	Iteration 44Q: 3 clusters Score -475885.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -475927.593750 Penalty: 3001.512451
	Iteration 45Q: 3 clusters Score -475927.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -475971.656250 Penalty: 3001.512451
	Iteration 46Q: 3 clusters Score -475971.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -476015.781250 Penalty: 3001.512451
	Iteration 47Q: 3 clusters Score -476015.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -476050.062500 Penalty: 3001.512451
	Iteration 48Q: 3 clusters Score -476050.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -476080.843750 Penalty: 3001.512451
	Iteration 49Q: 3 clusters Score -476080.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -476099.625000 Penalty: 3001.512451
	Iteration 50Q: 3 clusters Score -476099.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -476115.156250 Penalty: 3001.512451
	Iteration 51Q: 3 clusters Score -476115.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -476127.843750 Penalty: 3001.512451
	Iteration 52Q: 3 clusters Score -476127.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -476136.156250 Penalty: 3001.512451
	Iteration 53Q: 3 clusters Score -476136.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -476145.312500 Penalty: 3001.512451
	Iteration 54Q: 3 clusters Score -476145.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -476158.250000 Penalty: 3001.512451
	Iteration 55Q: 3 clusters Score -476158.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -476172.468750 Penalty: 3001.512451
	Iteration 56Q: 3 clusters Score -476172.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -476184.843750 Penalty: 3001.512451
	Iteration 57Q: 3 clusters Score -476184.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -476191.687500 Penalty: 3001.512451
	Iteration 58Q: 3 clusters Score -476191.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -476197.843750 Penalty: 3001.512451
	Iteration 59Q: 3 clusters Score -476197.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -476202.343750 Penalty: 3001.512451
	Iteration 60F: 3 clusters Score -476202.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -476202.875000 Penalty: 3001.512451
	Iteration 61Q: 3 clusters Score -476202.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -476204.843750 Penalty: 3001.512451
	Iteration 62Q: 3 clusters Score -476204.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -476206.687500 Penalty: 3001.512451
	Iteration 63Q: 3 clusters Score -476206.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -476206.875000 Penalty: 3001.512451
	Iteration 64Q: 3 clusters Score -476206.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -476209.968750 Penalty: 3001.512451
	Iteration 65Q: 3 clusters Score -476210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -476214.375000 Penalty: 3001.512451
	Iteration 66Q: 3 clusters Score -476214.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -476215.000000 Penalty: 3001.512451
	Iteration 67Q: 3 clusters Score -476215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -476216.593750 Penalty: 3001.512451
	Iteration 68Q: 3 clusters Score -476216.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -476217.718750 Penalty: 3001.512451
	Iteration 69Q: 3 clusters Score -476217.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -476218.062500 Penalty: 3001.512451
	Iteration 70Q: 3 clusters Score -476218.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -476217.968750 Penalty: 3001.512451
	Iteration 71Q: 3 clusters Score -476218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -476217.968750 Penalty: 3001.512451
	Iteration 72F: 3 clusters Score -476218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Entering Unmasked Estep 
Score: -582466.812500 Penalty: 1510.550049
	Iteration 0F: 2 clusters Score -582466.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -574688.687500 Penalty: 3021.100098
	Iteration 0F: 3 clusters Score -574688.7 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -577214.500000 Penalty: 3021.100098
	Iteration 1F: 3 clusters Score -577214.5 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -577437.000000 Penalty: 3021.100098
	Iteration 2F: 3 clusters Score -577437 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -577600.125000 Penalty: 3021.100098
	Iteration 3Q: 3 clusters Score -577600.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -577732.000000 Penalty: 3021.100098
	Iteration 4Q: 3 clusters Score -577732 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -577826.937500 Penalty: 3021.100098
	Iteration 5Q: 3 clusters Score -577826.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -577903.750000 Penalty: 3021.100098
	Iteration 6Q: 3 clusters Score -577903.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -577985.000000 Penalty: 3021.100098
	Iteration 7Q: 3 clusters Score -577985 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -578074.125000 Penalty: 3021.100098
	Iteration 8Q: 3 clusters Score -578074.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -578164.562500 Penalty: 3021.100098
	Iteration 9Q: 3 clusters Score -578164.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -578264.062500 Penalty: 3021.100098
	Iteration 10Q: 3 clusters Score -578264.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -578391.937500 Penalty: 3021.100098
	Iteration 11Q: 3 clusters Score -578391.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -578544.500000 Penalty: 3021.100098
	Iteration 12Q: 3 clusters Score -578544.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -578750.937500 Penalty: 3021.100098
	Iteration 13Q: 3 clusters Score -578750.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -579060.625000 Penalty: 3021.100098
	Iteration 14Q: 3 clusters Score -579060.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -579451.125000 Penalty: 3021.100098
	Iteration 15Q: 3 clusters Score -579451.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -579864.750000 Penalty: 3021.100098
	Iteration 16Q: 3 clusters Score -579864.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -580216.937500 Penalty: 3021.100098
	Iteration 17Q: 3 clusters Score -580216.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -580492.062500 Penalty: 3021.100098
	Iteration 18Q: 3 clusters Score -580492.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -580666.687500 Penalty: 3021.100098
	Iteration 19Q: 3 clusters Score -580666.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -580760.875000 Penalty: 3021.100098
	Iteration 20F: 3 clusters Score -580760.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -580827.000000 Penalty: 3021.100098
	Iteration 21Q: 3 clusters Score -580827 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -580877.625000 Penalty: 3021.100098
	Iteration 22Q: 3 clusters Score -580877.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -580909.125000 Penalty: 3021.100098
	Iteration 23Q: 3 clusters Score -580909.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -580933.375000 Penalty: 3021.100098
	Iteration 24Q: 3 clusters Score -580933.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -580961.187500 Penalty: 3021.100098
	Iteration 25Q: 3 clusters Score -580961.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -580987.062500 Penalty: 3021.100098
	Iteration 26Q: 3 clusters Score -580987.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -581000.625000 Penalty: 3021.100098
	Iteration 27Q: 3 clusters Score -581000.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -581012.687500 Penalty: 3021.100098
	Iteration 28Q: 3 clusters Score -581012.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -581024.812500 Penalty: 3021.100098
	Iteration 29Q: 3 clusters Score -581024.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -581034.875000 Penalty: 3021.100098
	Iteration 30Q: 3 clusters Score -581034.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -581043.250000 Penalty: 3021.100098
	Iteration 31Q: 3 clusters Score -581043.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -581051.125000 Penalty: 3021.100098
	Iteration 32Q: 3 clusters Score -581051.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -581058.625000 Penalty: 3021.100098
	Iteration 33Q: 3 clusters Score -581058.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -581064.187500 Penalty: 3021.100098
	Iteration 34Q: 3 clusters Score -581064.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -581072.000000 Penalty: 3021.100098
	Iteration 35Q: 3 clusters Score -581072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -581078.562500 Penalty: 3021.100098
	Iteration 36Q: 3 clusters Score -581078.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -581086.625000 Penalty: 3021.100098
	Iteration 37Q: 3 clusters Score -581086.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -581097.500000 Penalty: 3021.100098
	Iteration 38Q: 3 clusters Score -581097.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -581105.125000 Penalty: 3021.100098
	Iteration 39Q: 3 clusters Score -581105.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -581111.375000 Penalty: 3021.100098
	Iteration 40F: 3 clusters Score -581111.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -581120.125000 Penalty: 3021.100098
	Iteration 41Q: 3 clusters Score -581120.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -581125.750000 Penalty: 3021.100098
	Iteration 42Q: 3 clusters Score -581125.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -581129.687500 Penalty: 3021.100098
	Iteration 43Q: 3 clusters Score -581129.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -581136.937500 Penalty: 3021.100098
	Iteration 44Q: 3 clusters Score -581136.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -581143.125000 Penalty: 3021.100098
	Iteration 45Q: 3 clusters Score -581143.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -581150.500000 Penalty: 3021.100098
	Iteration 46Q: 3 clusters Score -581150.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -581158.250000 Penalty: 3021.100098
	Iteration 47Q: 3 clusters Score -581158.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -581169.125000 Penalty: 3021.100098
	Iteration 48Q: 3 clusters Score -581169.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -581179.312500 Penalty: 3021.100098
	Iteration 49Q: 3 clusters Score -581179.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -581190.187500 Penalty: 3021.100098
	Iteration 50Q: 3 clusters Score -581190.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -581201.750000 Penalty: 3021.100098
	Iteration 51Q: 3 clusters Score -581201.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -581212.187500 Penalty: 3021.100098
	Iteration 52Q: 3 clusters Score -581212.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -581217.562500 Penalty: 3021.100098
	Iteration 53Q: 3 clusters Score -581217.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -581226.000000 Penalty: 3021.100098
	Iteration 54Q: 3 clusters Score -581226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -581235.062500 Penalty: 3021.100098
	Iteration 55Q: 3 clusters Score -581235.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -581250.437500 Penalty: 3021.100098
	Iteration 56Q: 3 clusters Score -581250.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -581268.062500 Penalty: 3021.100098
	Iteration 57Q: 3 clusters Score -581268.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -581290.437500 Penalty: 3021.100098
	Iteration 58Q: 3 clusters Score -581290.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -581316.125000 Penalty: 3021.100098
	Iteration 59Q: 3 clusters Score -581316.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -581342.062500 Penalty: 3021.100098
	Iteration 60F: 3 clusters Score -581342.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -581365.000000 Penalty: 3021.100098
	Iteration 61Q: 3 clusters Score -581365 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -581392.437500 Penalty: 3021.100098
	Iteration 62Q: 3 clusters Score -581392.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -581410.875000 Penalty: 3021.100098
	Iteration 63Q: 3 clusters Score -581410.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -581425.500000 Penalty: 3021.100098
	Iteration 64Q: 3 clusters Score -581425.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -581440.500000 Penalty: 3021.100098
	Iteration 65Q: 3 clusters Score -581440.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -581453.625000 Penalty: 3021.100098
	Iteration 66Q: 3 clusters Score -581453.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -581460.625000 Penalty: 3021.100098
	Iteration 67Q: 3 clusters Score -581460.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -581475.687500 Penalty: 3021.100098
	Iteration 68Q: 3 clusters Score -581475.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -581497.250000 Penalty: 3021.100098
	Iteration 69Q: 3 clusters Score -581497.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -581513.250000 Penalty: 3021.100098
	Iteration 70Q: 3 clusters Score -581513.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -581526.937500 Penalty: 3021.100098
	Iteration 71Q: 3 clusters Score -581526.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -581538.937500 Penalty: 3021.100098
	Iteration 72Q: 3 clusters Score -581538.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -581554.500000 Penalty: 3021.100098
	Iteration 73Q: 3 clusters Score -581554.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -581568.312500 Penalty: 3021.100098
	Iteration 74Q: 3 clusters Score -581568.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -581580.687500 Penalty: 3021.100098
	Iteration 75Q: 3 clusters Score -581580.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -581589.687500 Penalty: 3021.100098
	Iteration 76Q: 3 clusters Score -581589.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -581599.562500 Penalty: 3021.100098
	Iteration 77Q: 3 clusters Score -581599.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -581604.500000 Penalty: 3021.100098
	Iteration 78Q: 3 clusters Score -581604.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -581609.625000 Penalty: 3021.100098
	Iteration 79Q: 3 clusters Score -581609.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -581615.500000 Penalty: 3021.100098
	Iteration 80F: 3 clusters Score -581615.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -581614.875000 Penalty: 3021.100098
	Iteration 81Q: 3 clusters Score -581614.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -581617.375000 Penalty: 3021.100098
	Iteration 82Q: 3 clusters Score -581617.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -581617.250000 Penalty: 3021.100098
	Iteration 83Q: 3 clusters Score -581617.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -581617.187500 Penalty: 3021.100098
	Iteration 84Q: 3 clusters Score -581617.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -581617.187500 Penalty: 3021.100098
	Iteration 85F: 3 clusters Score -581617.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Entering Unmasked Estep 
Score: -460315.125000 Penalty: 1467.941040
	Iteration 0F: 2 clusters Score -460315.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -454247.000000 Penalty: 2935.882080
	Iteration 0F: 3 clusters Score -454247 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -456074.000000 Penalty: 2935.882080
	Iteration 1F: 3 clusters Score -456074 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -456327.656250 Penalty: 2935.882080
	Iteration 2F: 3 clusters Score -456327.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -456507.250000 Penalty: 2935.882080
	Iteration 3F: 3 clusters Score -456507.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -456639.031250 Penalty: 2935.882080
	Iteration 4Q: 3 clusters Score -456639 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -456724.281250 Penalty: 2935.882080
	Iteration 5Q: 3 clusters Score -456724.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -456796.593750 Penalty: 2935.882080
	Iteration 6Q: 3 clusters Score -456796.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -456852.968750 Penalty: 2935.882080
	Iteration 7Q: 3 clusters Score -456853 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -456911.562500 Penalty: 2935.882080
	Iteration 8Q: 3 clusters Score -456911.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -456978.593750 Penalty: 2935.882080
	Iteration 9Q: 3 clusters Score -456978.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -457051.656250 Penalty: 2935.882080
	Iteration 10Q: 3 clusters Score -457051.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -457133.062500 Penalty: 2935.882080
	Iteration 11Q: 3 clusters Score -457133.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -457233.437500 Penalty: 2935.882080
	Iteration 12Q: 3 clusters Score -457233.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -457354.906250 Penalty: 2935.882080
	Iteration 13Q: 3 clusters Score -457354.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -457493.750000 Penalty: 2935.882080
	Iteration 14Q: 3 clusters Score -457493.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -457659.781250 Penalty: 2935.882080
	Iteration 15Q: 3 clusters Score -457659.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -457868.531250 Penalty: 2935.882080
	Iteration 16Q: 3 clusters Score -457868.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -458084.968750 Penalty: 2935.882080
	Iteration 17Q: 3 clusters Score -458085 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -458287.625000 Penalty: 2935.882080
	Iteration 18Q: 3 clusters Score -458287.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -458448.000000 Penalty: 2935.882080
	Iteration 19Q: 3 clusters Score -458448 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -458569.687500 Penalty: 2935.882080
	Iteration 20F: 3 clusters Score -458569.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -458662.968750 Penalty: 2935.882080
	Iteration 21Q: 3 clusters Score -458663 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -458723.875000 Penalty: 2935.882080
	Iteration 22Q: 3 clusters Score -458723.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -458774.468750 Penalty: 2935.882080
	Iteration 23Q: 3 clusters Score -458774.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -458821.375000 Penalty: 2935.882080
	Iteration 24Q: 3 clusters Score -458821.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -458858.906250 Penalty: 2935.882080
	Iteration 25Q: 3 clusters Score -458858.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -458889.625000 Penalty: 2935.882080
	Iteration 26Q: 3 clusters Score -458889.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -458909.125000 Penalty: 2935.882080
	Iteration 27Q: 3 clusters Score -458909.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -458921.250000 Penalty: 2935.882080
	Iteration 28Q: 3 clusters Score -458921.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -458940.843750 Penalty: 2935.882080
	Iteration 29Q: 3 clusters Score -458940.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -458956.718750 Penalty: 2935.882080
	Iteration 30Q: 3 clusters Score -458956.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -458968.375000 Penalty: 2935.882080
	Iteration 31Q: 3 clusters Score -458968.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -458980.656250 Penalty: 2935.882080
	Iteration 32Q: 3 clusters Score -458980.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -458986.593750 Penalty: 2935.882080
	Iteration 33Q: 3 clusters Score -458986.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -458991.125000 Penalty: 2935.882080
	Iteration 34Q: 3 clusters Score -458991.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -458994.531250 Penalty: 2935.882080
	Iteration 35Q: 3 clusters Score -458994.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -458996.000000 Penalty: 2935.882080
	Iteration 36Q: 3 clusters Score -458996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -458996.000000 Penalty: 2935.882080
	Iteration 37Q: 3 clusters Score -458996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -458996.000000 Penalty: 2935.882080
	Iteration 38F: 3 clusters Score -458996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Entering Unmasked Estep 
Score: -386082.687500 Penalty: 1449.237183
	Iteration 0F: 2 clusters Score -386082.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -380463.468750 Penalty: 2898.474365
	Iteration 0F: 3 clusters Score -380463.5 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -382170.375000 Penalty: 2898.474365
	Iteration 1F: 3 clusters Score -382170.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -382357.500000 Penalty: 2898.474365
	Iteration 2F: 3 clusters Score -382357.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -382492.968750 Penalty: 2898.474365
	Iteration 3Q: 3 clusters Score -382493 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -382606.250000 Penalty: 2898.474365
	Iteration 4Q: 3 clusters Score -382606.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -382675.718750 Penalty: 2898.474365
	Iteration 5Q: 3 clusters Score -382675.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -382736.468750 Penalty: 2898.474365
	Iteration 6Q: 3 clusters Score -382736.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -382787.656250 Penalty: 2898.474365
	Iteration 7Q: 3 clusters Score -382787.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -382835.000000 Penalty: 2898.474365
	Iteration 8Q: 3 clusters Score -382835 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -382886.312500 Penalty: 2898.474365
	Iteration 9Q: 3 clusters Score -382886.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -382933.750000 Penalty: 2898.474365
	Iteration 10Q: 3 clusters Score -382933.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -382989.062500 Penalty: 2898.474365
	Iteration 11Q: 3 clusters Score -382989.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -383071.312500 Penalty: 2898.474365
	Iteration 12Q: 3 clusters Score -383071.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -383193.687500 Penalty: 2898.474365
	Iteration 13Q: 3 clusters Score -383193.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -383350.218750 Penalty: 2898.474365
	Iteration 14Q: 3 clusters Score -383350.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -383530.281250 Penalty: 2898.474365
	Iteration 15Q: 3 clusters Score -383530.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -383700.906250 Penalty: 2898.474365
	Iteration 16Q: 3 clusters Score -383700.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -383870.687500 Penalty: 2898.474365
	Iteration 17Q: 3 clusters Score -383870.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -384038.968750 Penalty: 2898.474365
	Iteration 18Q: 3 clusters Score -384039 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -384194.875000 Penalty: 2898.474365
	Iteration 19Q: 3 clusters Score -384194.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -384321.343750 Penalty: 2898.474365
	Iteration 20F: 3 clusters Score -384321.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -384439.500000 Penalty: 2898.474365
	Iteration 21Q: 3 clusters Score -384439.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -384528.562500 Penalty: 2898.474365
	Iteration 22Q: 3 clusters Score -384528.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -384598.031250 Penalty: 2898.474365
	Iteration 23Q: 3 clusters Score -384598 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -384655.750000 Penalty: 2898.474365
	Iteration 24Q: 3 clusters Score -384655.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -384698.937500 Penalty: 2898.474365
	Iteration 25Q: 3 clusters Score -384698.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -384731.000000 Penalty: 2898.474365
	Iteration 26Q: 3 clusters Score -384731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -384750.937500 Penalty: 2898.474365
	Iteration 27Q: 3 clusters Score -384750.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -384772.343750 Penalty: 2898.474365
	Iteration 28Q: 3 clusters Score -384772.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -384788.218750 Penalty: 2898.474365
	Iteration 29Q: 3 clusters Score -384788.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -384806.125000 Penalty: 2898.474365
	Iteration 30Q: 3 clusters Score -384806.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -384823.562500 Penalty: 2898.474365
	Iteration 31Q: 3 clusters Score -384823.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -384833.625000 Penalty: 2898.474365
	Iteration 32Q: 3 clusters Score -384833.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -384840.375000 Penalty: 2898.474365
	Iteration 33Q: 3 clusters Score -384840.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -384845.500000 Penalty: 2898.474365
	Iteration 34Q: 3 clusters Score -384845.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -384850.656250 Penalty: 2898.474365
	Iteration 35Q: 3 clusters Score -384850.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -384851.812500 Penalty: 2898.474365
	Iteration 36Q: 3 clusters Score -384851.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -384853.968750 Penalty: 2898.474365
	Iteration 37Q: 3 clusters Score -384854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -384853.968750 Penalty: 2898.474365
	Iteration 38F: 3 clusters Score -384854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Entering Unmasked Estep 
Score: -106499.851562 Penalty: 1258.773804
	Iteration 0F: 2 clusters Score -106499.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -104239.757812 Penalty: 2517.547607
	Iteration 0F: 3 clusters Score -104239.8 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -104794.250000 Penalty: 2517.547607
	Iteration 1F: 3 clusters Score -104794.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -105038.546875 Penalty: 2517.547607
	Iteration 2F: 3 clusters Score -105038.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -105352.492188 Penalty: 2517.547607
	Iteration 3F: 3 clusters Score -105352.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -105697.843750 Penalty: 2517.547607
	Iteration 4F: 3 clusters Score -105697.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -105940.953125 Penalty: 2517.547607
	Iteration 5F: 3 clusters Score -105941 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -106073.359375 Penalty: 2517.547607
	Iteration 6Q: 3 clusters Score -106073.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -106179.710938 Penalty: 2517.547607
	Iteration 7Q: 3 clusters Score -106179.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -106264.460938 Penalty: 2517.547607
	Iteration 8Q: 3 clusters Score -106264.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -106339.671875 Penalty: 2517.547607
	Iteration 9Q: 3 clusters Score -106339.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -106386.210938 Penalty: 2517.547607
	Iteration 10Q: 3 clusters Score -106386.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -106430.976562 Penalty: 2517.547607
	Iteration 11Q: 3 clusters Score -106431 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -106478.718750 Penalty: 2517.547607
	Iteration 12Q: 3 clusters Score -106478.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -106532.890625 Penalty: 2517.547607
	Iteration 13Q: 3 clusters Score -106532.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -106570.734375 Penalty: 2517.547607
	Iteration 14Q: 3 clusters Score -106570.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -106588.921875 Penalty: 2517.547607
	Iteration 15Q: 3 clusters Score -106588.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -106602.757812 Penalty: 2517.547607
	Iteration 16Q: 3 clusters Score -106602.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -106611.835938 Penalty: 2517.547607
	Iteration 17Q: 3 clusters Score -106611.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -106613.054688 Penalty: 2517.547607
	Iteration 18Q: 3 clusters Score -106613.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -106614.406250 Penalty: 2517.547607
	Iteration 19Q: 3 clusters Score -106614.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -106618.328125 Penalty: 2517.547607
	Iteration 20F: 3 clusters Score -106618.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -106623.421875 Penalty: 2517.547607
	Iteration 21Q: 3 clusters Score -106623.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -106625.031250 Penalty: 2517.547607
	Iteration 22Q: 3 clusters Score -106625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -106626.078125 Penalty: 2517.547607
	Iteration 23Q: 3 clusters Score -106626.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -106626.484375 Penalty: 2517.547607
	Iteration 24Q: 3 clusters Score -106626.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -106627.710938 Penalty: 2517.547607
	Iteration 25Q: 3 clusters Score -106627.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -106628.351562 Penalty: 2517.547607
	Iteration 26Q: 3 clusters Score -106628.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -106628.945312 Penalty: 2517.547607
	Iteration 27Q: 3 clusters Score -106628.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -106631.054688 Penalty: 2517.547607
	Iteration 28Q: 3 clusters Score -106631.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -106632.046875 Penalty: 2517.547607
	Iteration 29Q: 3 clusters Score -106632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -106632.046875 Penalty: 2517.547607
	Iteration 30F: 3 clusters Score -106632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6429 members 
Mstep: Class 3 contains 1261 members 
Mstep: Class 4 contains 32739 members 
Mstep: Class 5 contains 8036 members 
Mstep: Class 6 contains 13394 members 
Mstep: Class 7 contains 41661 members 
Mstep: Class 8 contains 215834 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 9466 members 
Mstep: Class 11 contains 9968 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 77083 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 90611 members 
Mstep: Class 16 contains 480 members 
Mstep: Class 17 contains 29438 members 
Mstep: Class 18 contains 2595 members 
Mstep: Class 19 contains 10254 members 
Mstep: Class 20 contains 10891 members 
Mstep: Class 21 contains 8379 members 
Mstep: Class 22 contains 7468 members 
Mstep: Class 23 contains 1800 members 
Mstep: Class 24 contains 5683 members 
Mstep: Class 25 contains 28201 members 
Mstep: Class 26 contains 982 members 
Mstep: Class 27 contains 14145 members 
Mstep: Class 28 contains 8242 members 
Mstep: Class 29 contains 5721 members 
Mstep: Class 30 contains 59873 members 
Mstep: Class 31 contains 513 members 
Entering Unmasked Estep 
Score: -35932284.000000 Penalty: 67876.078125
Splitting cluster 23 changes total score from -35933040.000000 to -35932284.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (5683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Entering Unmasked Estep 
Score: -284669.343750 Penalty: 1404.850586
	Iteration 0F: 2 clusters Score -284669.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -280231.406250 Penalty: 2809.701172
	Iteration 0F: 3 clusters Score -280231.4 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -281454.875000 Penalty: 2809.701172
	Iteration 1F: 3 clusters Score -281454.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -281635.656250 Penalty: 2809.701172
	Iteration 2F: 3 clusters Score -281635.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -281762.156250 Penalty: 2809.701172
	Iteration 3Q: 3 clusters Score -281762.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -281867.281250 Penalty: 2809.701172
	Iteration 4Q: 3 clusters Score -281867.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -281964.343750 Penalty: 2809.701172
	Iteration 5Q: 3 clusters Score -281964.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -282066.968750 Penalty: 2809.701172
	Iteration 6Q: 3 clusters Score -282067 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -282190.062500 Penalty: 2809.701172
	Iteration 7Q: 3 clusters Score -282190.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -282331.937500 Penalty: 2809.701172
	Iteration 8Q: 3 clusters Score -282331.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -282467.687500 Penalty: 2809.701172
	Iteration 9Q: 3 clusters Score -282467.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -282592.656250 Penalty: 2809.701172
	Iteration 10Q: 3 clusters Score -282592.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -282723.375000 Penalty: 2809.701172
	Iteration 11Q: 3 clusters Score -282723.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -282867.156250 Penalty: 2809.701172
	Iteration 12Q: 3 clusters Score -282867.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -282992.781250 Penalty: 2809.701172
	Iteration 13Q: 3 clusters Score -282992.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -283099.437500 Penalty: 2809.701172
	Iteration 14Q: 3 clusters Score -283099.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -283157.781250 Penalty: 2809.701172
	Iteration 15Q: 3 clusters Score -283157.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -283204.093750 Penalty: 2809.701172
	Iteration 16Q: 3 clusters Score -283204.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -283236.781250 Penalty: 2809.701172
	Iteration 17Q: 3 clusters Score -283236.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -283263.406250 Penalty: 2809.701172
	Iteration 18Q: 3 clusters Score -283263.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -283287.750000 Penalty: 2809.701172
	Iteration 19Q: 3 clusters Score -283287.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -283306.312500 Penalty: 2809.701172
	Iteration 20F: 3 clusters Score -283306.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -283320.406250 Penalty: 2809.701172
	Iteration 21Q: 3 clusters Score -283320.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -283331.625000 Penalty: 2809.701172
	Iteration 22Q: 3 clusters Score -283331.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -283341.343750 Penalty: 2809.701172
	Iteration 23Q: 3 clusters Score -283341.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -283348.312500 Penalty: 2809.701172
	Iteration 24Q: 3 clusters Score -283348.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -283353.750000 Penalty: 2809.701172
	Iteration 25Q: 3 clusters Score -283353.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -283359.843750 Penalty: 2809.701172
	Iteration 26Q: 3 clusters Score -283359.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -283365.531250 Penalty: 2809.701172
	Iteration 27Q: 3 clusters Score -283365.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -283373.593750 Penalty: 2809.701172
	Iteration 28Q: 3 clusters Score -283373.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -283381.531250 Penalty: 2809.701172
	Iteration 29Q: 3 clusters Score -283381.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -283386.343750 Penalty: 2809.701172
	Iteration 30Q: 3 clusters Score -283386.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -283390.500000 Penalty: 2809.701172
	Iteration 31Q: 3 clusters Score -283390.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -283393.500000 Penalty: 2809.701172
	Iteration 32Q: 3 clusters Score -283393.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -283395.500000 Penalty: 2809.701172
	Iteration 33Q: 3 clusters Score -283395.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -283397.062500 Penalty: 2809.701172
	Iteration 34Q: 3 clusters Score -283397.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -283399.437500 Penalty: 2809.701172
	Iteration 35Q: 3 clusters Score -283399.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -283400.250000 Penalty: 2809.701172
	Iteration 36Q: 3 clusters Score -283400.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -283400.562500 Penalty: 2809.701172
	Iteration 37Q: 3 clusters Score -283400.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -283401.968750 Penalty: 2809.701172
	Iteration 38Q: 3 clusters Score -283402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -283403.593750 Penalty: 2809.701172
	Iteration 39Q: 3 clusters Score -283403.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -283404.875000 Penalty: 2809.701172
	Iteration 40F: 3 clusters Score -283404.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -283406.656250 Penalty: 2809.701172
	Iteration 41Q: 3 clusters Score -283406.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -283406.906250 Penalty: 2809.701172
	Iteration 42Q: 3 clusters Score -283406.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -283408.500000 Penalty: 2809.701172
	Iteration 43Q: 3 clusters Score -283408.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -283409.343750 Penalty: 2809.701172
	Iteration 44Q: 3 clusters Score -283409.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -283410.062500 Penalty: 2809.701172
	Iteration 45Q: 3 clusters Score -283410.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -283410.531250 Penalty: 2809.701172
	Iteration 46Q: 3 clusters Score -283410.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -283411.250000 Penalty: 2809.701172
	Iteration 47Q: 3 clusters Score -283411.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -283411.250000 Penalty: 2809.701172
	Iteration 48F: 3 clusters Score -283411.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (28201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Entering Unmasked Estep 
Score: -1474914.125000 Penalty: 1665.155762
	Iteration 0F: 2 clusters Score -1474914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -1455837.125000 Penalty: 3330.311523
	Iteration 0F: 3 clusters Score -1455837 nChanged 13016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1463022.500000 Penalty: 3330.311523
	Iteration 1F: 3 clusters Score -1463022 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1463437.250000 Penalty: 3330.311523
	Iteration 2Q: 3 clusters Score -1463437 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1463950.625000 Penalty: 3330.311523
	Iteration 3Q: 3 clusters Score -1463951 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1464772.125000 Penalty: 3330.311523
	Iteration 4F: 3 clusters Score -1464772 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -1465992.750000 Penalty: 3330.311523
	Iteration 5F: 3 clusters Score -1465993 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -1467509.250000 Penalty: 3330.311523
	Iteration 6F: 3 clusters Score -1467509 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -1468880.375000 Penalty: 3330.311523
	Iteration 7F: 3 clusters Score -1468880 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -1469848.125000 Penalty: 3330.311523
	Iteration 8F: 3 clusters Score -1469848 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -1470428.500000 Penalty: 3330.311523
	Iteration 9Q: 3 clusters Score -1470428 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -1470750.625000 Penalty: 3330.311523
	Iteration 10Q: 3 clusters Score -1470751 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -1470976.375000 Penalty: 3330.311523
	Iteration 11Q: 3 clusters Score -1470976 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -1471153.500000 Penalty: 3330.311523
	Iteration 12Q: 3 clusters Score -1471154 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -1471305.750000 Penalty: 3330.311523
	Iteration 13Q: 3 clusters Score -1471306 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -1471467.375000 Penalty: 3330.311523
	Iteration 14Q: 3 clusters Score -1471467 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -1471634.875000 Penalty: 3330.311523
	Iteration 15Q: 3 clusters Score -1471635 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -1471820.000000 Penalty: 3330.311523
	Iteration 16Q: 3 clusters Score -1471820 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -1471991.125000 Penalty: 3330.311523
	Iteration 17Q: 3 clusters Score -1471991 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -1472161.875000 Penalty: 3330.311523
	Iteration 18Q: 3 clusters Score -1472162 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -1472356.625000 Penalty: 3330.311523
	Iteration 19Q: 3 clusters Score -1472357 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -1472522.750000 Penalty: 3330.311523
	Iteration 20F: 3 clusters Score -1472523 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -1472682.125000 Penalty: 3330.311523
	Iteration 21Q: 3 clusters Score -1472682 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -1472829.750000 Penalty: 3330.311523
	Iteration 22Q: 3 clusters Score -1472830 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -1472942.625000 Penalty: 3330.311523
	Iteration 23Q: 3 clusters Score -1472943 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -1473056.875000 Penalty: 3330.311523
	Iteration 24Q: 3 clusters Score -1473057 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -1473152.750000 Penalty: 3330.311523
	Iteration 25Q: 3 clusters Score -1473153 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -1473214.375000 Penalty: 3330.311523
	Iteration 26Q: 3 clusters Score -1473214 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -1473259.250000 Penalty: 3330.311523
	Iteration 27Q: 3 clusters Score -1473259 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -1473317.750000 Penalty: 3330.311523
	Iteration 28Q: 3 clusters Score -1473318 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -1473381.750000 Penalty: 3330.311523
	Iteration 29Q: 3 clusters Score -1473382 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -1473413.500000 Penalty: 3330.311523
	Iteration 30Q: 3 clusters Score -1473414 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -1473444.375000 Penalty: 3330.311523
	Iteration 31Q: 3 clusters Score -1473444 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -1473462.500000 Penalty: 3330.311523
	Iteration 32Q: 3 clusters Score -1473462 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -1473487.500000 Penalty: 3330.311523
	Iteration 33Q: 3 clusters Score -1473488 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -1473507.875000 Penalty: 3330.311523
	Iteration 34Q: 3 clusters Score -1473508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -1473518.750000 Penalty: 3330.311523
	Iteration 35Q: 3 clusters Score -1473519 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -1473531.375000 Penalty: 3330.311523
	Iteration 36Q: 3 clusters Score -1473531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -1473539.750000 Penalty: 3330.311523
	Iteration 37Q: 3 clusters Score -1473540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -1473547.375000 Penalty: 3330.311523
	Iteration 38Q: 3 clusters Score -1473547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -1473551.250000 Penalty: 3330.311523
	Iteration 39Q: 3 clusters Score -1473551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -1473558.750000 Penalty: 3330.311523
	Iteration 40F: 3 clusters Score -1473559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -1473558.875000 Penalty: 3330.311523
	Iteration 41Q: 3 clusters Score -1473559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -1473563.625000 Penalty: 3330.311523
	Iteration 42Q: 3 clusters Score -1473564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -1473565.500000 Penalty: 3330.311523
	Iteration 43Q: 3 clusters Score -1473566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -1473569.125000 Penalty: 3330.311523
	Iteration 44Q: 3 clusters Score -1473569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -1473567.750000 Penalty: 3330.311523
	Iteration 45Q: 3 clusters Score -1473568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -1473570.125000 Penalty: 3330.311523
	Iteration 46Q: 3 clusters Score -1473570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -1473568.000000 Penalty: 3330.311523
	Iteration 47Q: 3 clusters Score -1473568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -1473570.625000 Penalty: 3330.311523
	Iteration 48Q: 3 clusters Score -1473571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -1473572.250000 Penalty: 3330.311523
	Iteration 49Q: 3 clusters Score -1473572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -1473571.500000 Penalty: 3330.311523
	Iteration 50Q: 3 clusters Score -1473572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -1473570.125000 Penalty: 3330.311523
	Iteration 51Q: 3 clusters Score -1473570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -1473572.750000 Penalty: 3330.311523
	Iteration 52Q: 3 clusters Score -1473573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -1473572.750000 Penalty: 3330.311523
	Iteration 53Q: 3 clusters Score -1473573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -1473574.625000 Penalty: 3330.311523
	Iteration 54Q: 3 clusters Score -1473575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -1473579.875000 Penalty: 3330.311523
	Iteration 55Q: 3 clusters Score -1473580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -1473582.500000 Penalty: 3330.311523
	Iteration 56Q: 3 clusters Score -1473582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -1473581.375000 Penalty: 3330.311523
	Iteration 57Q: 3 clusters Score -1473581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -1473581.375000 Penalty: 3330.311523
	Iteration 58Q: 3 clusters Score -1473581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -1473581.375000 Penalty: 3330.311523
	Iteration 59F: 3 clusters Score -1473581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Entering Unmasked Estep 
Score: -45029.433594 Penalty: 1119.558594
	Iteration 0F: 2 clusters Score -45029.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -43629.601562 Penalty: 2239.117188
	Iteration 0F: 3 clusters Score -43629.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -43882.636719 Penalty: 2239.117188
	Iteration 1F: 3 clusters Score -43882.64 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -43950.925781 Penalty: 2239.117188
	Iteration 2F: 3 clusters Score -43950.93 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -43999.281250 Penalty: 2239.117188
	Iteration 3Q: 3 clusters Score -43999.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -44040.261719 Penalty: 2239.117188
	Iteration 4Q: 3 clusters Score -44040.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -44061.613281 Penalty: 2239.117188
	Iteration 5Q: 3 clusters Score -44061.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -44094.808594 Penalty: 2239.117188
	Iteration 6Q: 3 clusters Score -44094.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -44127.238281 Penalty: 2239.117188
	Iteration 7Q: 3 clusters Score -44127.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -44170.003906 Penalty: 2239.117188
	Iteration 8Q: 3 clusters Score -44170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -44227.789062 Penalty: 2239.117188
	Iteration 9Q: 3 clusters Score -44227.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -44273.796875 Penalty: 2239.117188
	Iteration 10Q: 3 clusters Score -44273.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -44310.796875 Penalty: 2239.117188
	Iteration 11Q: 3 clusters Score -44310.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -44329.984375 Penalty: 2239.117188
	Iteration 12Q: 3 clusters Score -44329.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -44343.640625 Penalty: 2239.117188
	Iteration 13Q: 3 clusters Score -44343.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -44353.500000 Penalty: 2239.117188
	Iteration 14Q: 3 clusters Score -44353.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -44358.253906 Penalty: 2239.117188
	Iteration 15Q: 3 clusters Score -44358.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -44367.734375 Penalty: 2239.117188
	Iteration 16Q: 3 clusters Score -44367.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -44374.878906 Penalty: 2239.117188
	Iteration 17Q: 3 clusters Score -44374.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -44379.878906 Penalty: 2239.117188
	Iteration 18Q: 3 clusters Score -44379.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -44383.808594 Penalty: 2239.117188
	Iteration 19Q: 3 clusters Score -44383.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -44388.382812 Penalty: 2239.117188
	Iteration 20F: 3 clusters Score -44388.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -44394.203125 Penalty: 2239.117188
	Iteration 21Q: 3 clusters Score -44394.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -44404.269531 Penalty: 2239.117188
	Iteration 22Q: 3 clusters Score -44404.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -44423.312500 Penalty: 2239.117188
	Iteration 23Q: 3 clusters Score -44423.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -44447.097656 Penalty: 2239.117188
	Iteration 24Q: 3 clusters Score -44447.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -44468.660156 Penalty: 2239.117188
	Iteration 25Q: 3 clusters Score -44468.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -44482.437500 Penalty: 2239.117188
	Iteration 26Q: 3 clusters Score -44482.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -44488.847656 Penalty: 2239.117188
	Iteration 27Q: 3 clusters Score -44488.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -44490.710938 Penalty: 2239.117188
	Iteration 28Q: 3 clusters Score -44490.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -44495.695312 Penalty: 2239.117188
	Iteration 29Q: 3 clusters Score -44495.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -44499.406250 Penalty: 2239.117188
	Iteration 30Q: 3 clusters Score -44499.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -44505.203125 Penalty: 2239.117188
	Iteration 31Q: 3 clusters Score -44505.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -44507.218750 Penalty: 2239.117188
	Iteration 32Q: 3 clusters Score -44507.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -44507.218750 Penalty: 2239.117188
	Iteration 33F: 3 clusters Score -44507.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Entering Unmasked Estep 
Score: -771179.187500 Penalty: 1553.031372
	Iteration 0F: 2 clusters Score -771179.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -761410.187500 Penalty: 3106.062744
	Iteration 0F: 3 clusters Score -761410.2 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -764816.625000 Penalty: 3106.062744
	Iteration 1F: 3 clusters Score -764816.6 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -765124.687500 Penalty: 3106.062744
	Iteration 2F: 3 clusters Score -765124.7 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -765383.500000 Penalty: 3106.062744
	Iteration 3Q: 3 clusters Score -765383.5 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -765640.437500 Penalty: 3106.062744
	Iteration 4Q: 3 clusters Score -765640.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -765920.437500 Penalty: 3106.062744
	Iteration 5Q: 3 clusters Score -765920.4 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -766255.062500 Penalty: 3106.062744
	Iteration 6Q: 3 clusters Score -766255.1 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -766703.687500 Penalty: 3106.062744
	Iteration 7Q: 3 clusters Score -766703.7 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -767196.187500 Penalty: 3106.062744
	Iteration 8Q: 3 clusters Score -767196.2 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -767711.812500 Penalty: 3106.062744
	Iteration 9Q: 3 clusters Score -767711.8 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -768152.187500 Penalty: 3106.062744
	Iteration 10Q: 3 clusters Score -768152.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -768468.750000 Penalty: 3106.062744
	Iteration 11Q: 3 clusters Score -768468.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -768720.000000 Penalty: 3106.062744
	Iteration 12Q: 3 clusters Score -768720 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -768918.812500 Penalty: 3106.062744
	Iteration 13Q: 3 clusters Score -768918.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -769081.437500 Penalty: 3106.062744
	Iteration 14Q: 3 clusters Score -769081.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -769209.875000 Penalty: 3106.062744
	Iteration 15Q: 3 clusters Score -769209.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -769309.812500 Penalty: 3106.062744
	Iteration 16Q: 3 clusters Score -769309.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -769387.062500 Penalty: 3106.062744
	Iteration 17Q: 3 clusters Score -769387.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -769454.750000 Penalty: 3106.062744
	Iteration 18Q: 3 clusters Score -769454.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -769533.375000 Penalty: 3106.062744
	Iteration 19Q: 3 clusters Score -769533.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -769600.062500 Penalty: 3106.062744
	Iteration 20F: 3 clusters Score -769600.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -769651.562500 Penalty: 3106.062744
	Iteration 21Q: 3 clusters Score -769651.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -769696.562500 Penalty: 3106.062744
	Iteration 22Q: 3 clusters Score -769696.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -769735.312500 Penalty: 3106.062744
	Iteration 23Q: 3 clusters Score -769735.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -769773.937500 Penalty: 3106.062744
	Iteration 24Q: 3 clusters Score -769773.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -769795.812500 Penalty: 3106.062744
	Iteration 25Q: 3 clusters Score -769795.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -769806.125000 Penalty: 3106.062744
	Iteration 26Q: 3 clusters Score -769806.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -769815.875000 Penalty: 3106.062744
	Iteration 27Q: 3 clusters Score -769815.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -769826.125000 Penalty: 3106.062744
	Iteration 28Q: 3 clusters Score -769826.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -769838.375000 Penalty: 3106.062744
	Iteration 29Q: 3 clusters Score -769838.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -769849.000000 Penalty: 3106.062744
	Iteration 30Q: 3 clusters Score -769849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -769858.437500 Penalty: 3106.062744
	Iteration 31Q: 3 clusters Score -769858.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -769865.000000 Penalty: 3106.062744
	Iteration 32Q: 3 clusters Score -769865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -769870.250000 Penalty: 3106.062744
	Iteration 33Q: 3 clusters Score -769870.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -769875.687500 Penalty: 3106.062744
	Iteration 34Q: 3 clusters Score -769875.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -769878.687500 Penalty: 3106.062744
	Iteration 35Q: 3 clusters Score -769878.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -769880.437500 Penalty: 3106.062744
	Iteration 36Q: 3 clusters Score -769880.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -769885.375000 Penalty: 3106.062744
	Iteration 37Q: 3 clusters Score -769885.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -769891.937500 Penalty: 3106.062744
	Iteration 38Q: 3 clusters Score -769891.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -769896.562500 Penalty: 3106.062744
	Iteration 39Q: 3 clusters Score -769896.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -769897.875000 Penalty: 3106.062744
	Iteration 40F: 3 clusters Score -769897.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -769899.187500 Penalty: 3106.062744
	Iteration 41Q: 3 clusters Score -769899.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -769899.562500 Penalty: 3106.062744
	Iteration 42Q: 3 clusters Score -769899.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -769907.687500 Penalty: 3106.062744
	Iteration 43Q: 3 clusters Score -769907.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -769911.750000 Penalty: 3106.062744
	Iteration 44Q: 3 clusters Score -769911.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -769914.062500 Penalty: 3106.062744
	Iteration 45Q: 3 clusters Score -769914.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -769917.625000 Penalty: 3106.062744
	Iteration 46Q: 3 clusters Score -769917.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -769918.375000 Penalty: 3106.062744
	Iteration 47Q: 3 clusters Score -769918.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -769918.375000 Penalty: 3106.062744
	Iteration 48F: 3 clusters Score -769918.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Entering Unmasked Estep 
Score: -441952.718750 Penalty: 1465.262207
	Iteration 0F: 2 clusters Score -441952.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -435942.125000 Penalty: 2930.524414
	Iteration 0F: 3 clusters Score -435942.1 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -437782.875000 Penalty: 2930.524414
	Iteration 1F: 3 clusters Score -437782.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -438001.593750 Penalty: 2930.524414
	Iteration 2F: 3 clusters Score -438001.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -438160.781250 Penalty: 2930.524414
	Iteration 3Q: 3 clusters Score -438160.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -438290.843750 Penalty: 2930.524414
	Iteration 4Q: 3 clusters Score -438290.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -438410.812500 Penalty: 2930.524414
	Iteration 5Q: 3 clusters Score -438410.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -438511.812500 Penalty: 2930.524414
	Iteration 6Q: 3 clusters Score -438511.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -438604.781250 Penalty: 2930.524414
	Iteration 7Q: 3 clusters Score -438604.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -438706.687500 Penalty: 2930.524414
	Iteration 8Q: 3 clusters Score -438706.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -438828.875000 Penalty: 2930.524414
	Iteration 9Q: 3 clusters Score -438828.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -438991.531250 Penalty: 2930.524414
	Iteration 10Q: 3 clusters Score -438991.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -439178.718750 Penalty: 2930.524414
	Iteration 11Q: 3 clusters Score -439178.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -439397.656250 Penalty: 2930.524414
	Iteration 12Q: 3 clusters Score -439397.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -439615.718750 Penalty: 2930.524414
	Iteration 13Q: 3 clusters Score -439615.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -439827.906250 Penalty: 2930.524414
	Iteration 14Q: 3 clusters Score -439827.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -440055.843750 Penalty: 2930.524414
	Iteration 15Q: 3 clusters Score -440055.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -440251.843750 Penalty: 2930.524414
	Iteration 16Q: 3 clusters Score -440251.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -440412.375000 Penalty: 2930.524414
	Iteration 17Q: 3 clusters Score -440412.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -440497.375000 Penalty: 2930.524414
	Iteration 18Q: 3 clusters Score -440497.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -440564.562500 Penalty: 2930.524414
	Iteration 19Q: 3 clusters Score -440564.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -440611.406250 Penalty: 2930.524414
	Iteration 20F: 3 clusters Score -440611.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -440648.531250 Penalty: 2930.524414
	Iteration 21Q: 3 clusters Score -440648.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -440675.187500 Penalty: 2930.524414
	Iteration 22Q: 3 clusters Score -440675.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -440686.406250 Penalty: 2930.524414
	Iteration 23Q: 3 clusters Score -440686.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -440698.750000 Penalty: 2930.524414
	Iteration 24Q: 3 clusters Score -440698.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -440710.343750 Penalty: 2930.524414
	Iteration 25Q: 3 clusters Score -440710.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -440723.687500 Penalty: 2930.524414
	Iteration 26Q: 3 clusters Score -440723.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -440727.187500 Penalty: 2930.524414
	Iteration 27Q: 3 clusters Score -440727.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -440729.031250 Penalty: 2930.524414
	Iteration 28Q: 3 clusters Score -440729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -440729.031250 Penalty: 2930.524414
	Iteration 29F: 3 clusters Score -440729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Entering Unmasked Estep 
Score: -305818.593750 Penalty: 1405.933594
	Iteration 0F: 2 clusters Score -305818.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -301345.312500 Penalty: 2811.867188
	Iteration 0F: 3 clusters Score -301345.3 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -302640.218750 Penalty: 2811.867188
	Iteration 1F: 3 clusters Score -302640.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -302808.750000 Penalty: 2811.867188
	Iteration 2F: 3 clusters Score -302808.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -302919.062500 Penalty: 2811.867188
	Iteration 3Q: 3 clusters Score -302919.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -302993.125000 Penalty: 2811.867188
	Iteration 4Q: 3 clusters Score -302993.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -303044.125000 Penalty: 2811.867188
	Iteration 5Q: 3 clusters Score -303044.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -303091.531250 Penalty: 2811.867188
	Iteration 6Q: 3 clusters Score -303091.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -303140.125000 Penalty: 2811.867188
	Iteration 7Q: 3 clusters Score -303140.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -303186.781250 Penalty: 2811.867188
	Iteration 8Q: 3 clusters Score -303186.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -303236.000000 Penalty: 2811.867188
	Iteration 9Q: 3 clusters Score -303236 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -303296.031250 Penalty: 2811.867188
	Iteration 10Q: 3 clusters Score -303296 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -303365.562500 Penalty: 2811.867188
	Iteration 11Q: 3 clusters Score -303365.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -303438.562500 Penalty: 2811.867188
	Iteration 12Q: 3 clusters Score -303438.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -303534.000000 Penalty: 2811.867188
	Iteration 13Q: 3 clusters Score -303534 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -303644.000000 Penalty: 2811.867188
	Iteration 14Q: 3 clusters Score -303644 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -303751.468750 Penalty: 2811.867188
	Iteration 15Q: 3 clusters Score -303751.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -303864.531250 Penalty: 2811.867188
	Iteration 16Q: 3 clusters Score -303864.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -303982.062500 Penalty: 2811.867188
	Iteration 17Q: 3 clusters Score -303982.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -304094.718750 Penalty: 2811.867188
	Iteration 18Q: 3 clusters Score -304094.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -304194.156250 Penalty: 2811.867188
	Iteration 19Q: 3 clusters Score -304194.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -304276.093750 Penalty: 2811.867188
	Iteration 20F: 3 clusters Score -304276.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -304340.281250 Penalty: 2811.867188
	Iteration 21Q: 3 clusters Score -304340.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -304386.812500 Penalty: 2811.867188
	Iteration 22Q: 3 clusters Score -304386.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -304426.500000 Penalty: 2811.867188
	Iteration 23Q: 3 clusters Score -304426.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -304457.312500 Penalty: 2811.867188
	Iteration 24Q: 3 clusters Score -304457.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -304482.875000 Penalty: 2811.867188
	Iteration 25Q: 3 clusters Score -304482.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -304509.156250 Penalty: 2811.867188
	Iteration 26Q: 3 clusters Score -304509.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -304530.406250 Penalty: 2811.867188
	Iteration 27Q: 3 clusters Score -304530.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -304539.906250 Penalty: 2811.867188
	Iteration 28Q: 3 clusters Score -304539.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -304550.468750 Penalty: 2811.867188
	Iteration 29Q: 3 clusters Score -304550.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -304564.156250 Penalty: 2811.867188
	Iteration 30Q: 3 clusters Score -304564.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -304572.125000 Penalty: 2811.867188
	Iteration 31Q: 3 clusters Score -304572.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -304578.281250 Penalty: 2811.867188
	Iteration 32Q: 3 clusters Score -304578.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -304580.031250 Penalty: 2811.867188
	Iteration 33Q: 3 clusters Score -304580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -304582.625000 Penalty: 2811.867188
	Iteration 34Q: 3 clusters Score -304582.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -304587.750000 Penalty: 2811.867188
	Iteration 35Q: 3 clusters Score -304587.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -304593.593750 Penalty: 2811.867188
	Iteration 36Q: 3 clusters Score -304593.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -304602.406250 Penalty: 2811.867188
	Iteration 37Q: 3 clusters Score -304602.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -304611.000000 Penalty: 2811.867188
	Iteration 38Q: 3 clusters Score -304611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -304614.125000 Penalty: 2811.867188
	Iteration 39Q: 3 clusters Score -304614.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -304618.937500 Penalty: 2811.867188
	Iteration 40F: 3 clusters Score -304618.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -304620.125000 Penalty: 2811.867188
	Iteration 41Q: 3 clusters Score -304620.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -304621.937500 Penalty: 2811.867188
	Iteration 42Q: 3 clusters Score -304621.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -304622.968750 Penalty: 2811.867188
	Iteration 43Q: 3 clusters Score -304623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -304622.968750 Penalty: 2811.867188
	Iteration 44F: 3 clusters Score -304623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (59873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Entering Unmasked Estep 
Score: -3214614.750000 Penalty: 1787.496948
	Iteration 0F: 2 clusters Score -3214615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -3174578.000000 Penalty: 3574.993896
	Iteration 0F: 3 clusters Score -3174578 nChanged 28209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -3190408.750000 Penalty: 3574.993896
	Iteration 1F: 3 clusters Score -3190409 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -3190810.000000 Penalty: 3574.993896
	Iteration 2Q: 3 clusters Score -3190810 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -3191181.500000 Penalty: 3574.993896
	Iteration 3Q: 3 clusters Score -3191182 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -3191515.500000 Penalty: 3574.993896
	Iteration 4Q: 3 clusters Score -3191516 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -3191849.750000 Penalty: 3574.993896
	Iteration 5Q: 3 clusters Score -3191850 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -3192250.500000 Penalty: 3574.993896
	Iteration 6Q: 3 clusters Score -3192250 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -3192668.500000 Penalty: 3574.993896
	Iteration 7Q: 3 clusters Score -3192668 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -3193207.500000 Penalty: 3574.993896
	Iteration 8Q: 3 clusters Score -3193208 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -3194060.750000 Penalty: 3574.993896
	Iteration 9Q: 3 clusters Score -3194061 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -3195372.750000 Penalty: 3574.993896
	Iteration 10Q: 3 clusters Score -3195373 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -3197393.000000 Penalty: 3574.993896
	Iteration 11F: 3 clusters Score -3197393 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -3200012.500000 Penalty: 3574.993896
	Iteration 12F: 3 clusters Score -3200012 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -3202519.000000 Penalty: 3574.993896
	Iteration 13F: 3 clusters Score -3202519 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -3204086.250000 Penalty: 3574.993896
	Iteration 14Q: 3 clusters Score -3204086 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -3204915.250000 Penalty: 3574.993896
	Iteration 15Q: 3 clusters Score -3204915 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -3205498.500000 Penalty: 3574.993896
	Iteration 16Q: 3 clusters Score -3205498 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -3206098.750000 Penalty: 3574.993896
	Iteration 17Q: 3 clusters Score -3206099 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -3206730.250000 Penalty: 3574.993896
	Iteration 18Q: 3 clusters Score -3206730 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -3207373.250000 Penalty: 3574.993896
	Iteration 19Q: 3 clusters Score -3207373 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -3207976.250000 Penalty: 3574.993896
	Iteration 20F: 3 clusters Score -3207976 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -3208497.250000 Penalty: 3574.993896
	Iteration 21Q: 3 clusters Score -3208497 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -3208938.750000 Penalty: 3574.993896
	Iteration 22Q: 3 clusters Score -3208939 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -3209269.000000 Penalty: 3574.993896
	Iteration 23Q: 3 clusters Score -3209269 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -3209578.750000 Penalty: 3574.993896
	Iteration 24Q: 3 clusters Score -3209579 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -3209795.250000 Penalty: 3574.993896
	Iteration 25Q: 3 clusters Score -3209795 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -3209962.250000 Penalty: 3574.993896
	Iteration 26Q: 3 clusters Score -3209962 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -3210102.750000 Penalty: 3574.993896
	Iteration 27Q: 3 clusters Score -3210103 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -3210199.750000 Penalty: 3574.993896
	Iteration 28Q: 3 clusters Score -3210200 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -3210268.000000 Penalty: 3574.993896
	Iteration 29Q: 3 clusters Score -3210268 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -3210322.750000 Penalty: 3574.993896
	Iteration 30Q: 3 clusters Score -3210323 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -3210382.750000 Penalty: 3574.993896
	Iteration 31Q: 3 clusters Score -3210383 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -3210438.750000 Penalty: 3574.993896
	Iteration 32Q: 3 clusters Score -3210439 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -3210488.000000 Penalty: 3574.993896
	Iteration 33Q: 3 clusters Score -3210488 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -3210516.500000 Penalty: 3574.993896
	Iteration 34Q: 3 clusters Score -3210516 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -3210538.750000 Penalty: 3574.993896
	Iteration 35Q: 3 clusters Score -3210539 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -3210550.000000 Penalty: 3574.993896
	Iteration 36Q: 3 clusters Score -3210550 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -3210580.750000 Penalty: 3574.993896
	Iteration 37Q: 3 clusters Score -3210581 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -3210597.750000 Penalty: 3574.993896
	Iteration 38Q: 3 clusters Score -3210598 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -3210632.250000 Penalty: 3574.993896
	Iteration 39Q: 3 clusters Score -3210632 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -3210653.750000 Penalty: 3574.993896
	Iteration 40F: 3 clusters Score -3210654 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -3210672.000000 Penalty: 3574.993896
	Iteration 41Q: 3 clusters Score -3210672 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -3210689.250000 Penalty: 3574.993896
	Iteration 42Q: 3 clusters Score -3210689 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -3210699.750000 Penalty: 3574.993896
	Iteration 43Q: 3 clusters Score -3210700 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -3210732.000000 Penalty: 3574.993896
	Iteration 44Q: 3 clusters Score -3210732 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -3210754.500000 Penalty: 3574.993896
	Iteration 45Q: 3 clusters Score -3210754 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -3210763.500000 Penalty: 3574.993896
	Iteration 46Q: 3 clusters Score -3210764 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -3210780.250000 Penalty: 3574.993896
	Iteration 47Q: 3 clusters Score -3210780 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -3210804.000000 Penalty: 3574.993896
	Iteration 48Q: 3 clusters Score -3210804 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -3210819.750000 Penalty: 3574.993896
	Iteration 49Q: 3 clusters Score -3210820 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -3210815.250000 Penalty: 3574.993896
	Iteration 50Q: 3 clusters Score -3210815 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -3210817.000000 Penalty: 3574.993896
	Iteration 51Q: 3 clusters Score -3210817 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -3210821.750000 Penalty: 3574.993896
	Iteration 52Q: 3 clusters Score -3210822 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -3210831.750000 Penalty: 3574.993896
	Iteration 53Q: 3 clusters Score -3210832 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -3210835.500000 Penalty: 3574.993896
	Iteration 54Q: 3 clusters Score -3210836 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -3210848.000000 Penalty: 3574.993896
	Iteration 55Q: 3 clusters Score -3210848 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -3210845.500000 Penalty: 3574.993896
	Iteration 56Q: 3 clusters Score -3210846 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -3210847.750000 Penalty: 3574.993896
	Iteration 57Q: 3 clusters Score -3210848 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -3210858.000000 Penalty: 3574.993896
	Iteration 58Q: 3 clusters Score -3210858 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -3210877.250000 Penalty: 3574.993896
	Iteration 59Q: 3 clusters Score -3210877 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -3210878.000000 Penalty: 3574.993896
	Iteration 60F: 3 clusters Score -3210878 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -3210880.500000 Penalty: 3574.993896
	Iteration 61Q: 3 clusters Score -3210880 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -3210900.000000 Penalty: 3574.993896
	Iteration 62Q: 3 clusters Score -3210900 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -3210895.500000 Penalty: 3574.993896
	Iteration 63Q: 3 clusters Score -3210896 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -3210916.750000 Penalty: 3574.993896
	Iteration 64Q: 3 clusters Score -3210917 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -3210939.500000 Penalty: 3574.993896
	Iteration 65Q: 3 clusters Score -3210940 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -3210940.750000 Penalty: 3574.993896
	Iteration 66Q: 3 clusters Score -3210941 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -3210950.750000 Penalty: 3574.993896
	Iteration 67Q: 3 clusters Score -3210951 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -3210960.000000 Penalty: 3574.993896
	Iteration 68Q: 3 clusters Score -3210960 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -3210970.500000 Penalty: 3574.993896
	Iteration 69Q: 3 clusters Score -3210970 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -3210989.500000 Penalty: 3574.993896
	Iteration 70Q: 3 clusters Score -3210990 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -3211007.500000 Penalty: 3574.993896
	Iteration 71Q: 3 clusters Score -3211008 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -3211004.750000 Penalty: 3574.993896
	Iteration 72Q: 3 clusters Score -3211005 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -3211022.250000 Penalty: 3574.993896
	Iteration 73Q: 3 clusters Score -3211022 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -3211026.750000 Penalty: 3574.993896
	Iteration 74Q: 3 clusters Score -3211027 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -3211027.500000 Penalty: 3574.993896
	Iteration 75Q: 3 clusters Score -3211028 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -3211054.750000 Penalty: 3574.993896
	Iteration 76Q: 3 clusters Score -3211055 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -3211056.500000 Penalty: 3574.993896
	Iteration 77Q: 3 clusters Score -3211056 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50534 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -3211061.250000 Penalty: 3574.993896
	Iteration 78Q: 3 clusters Score -3211061 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50625 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -3211070.750000 Penalty: 3574.993896
	Iteration 79Q: 3 clusters Score -3211071 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -3211079.250000 Penalty: 3574.993896
	Iteration 80F: 3 clusters Score -3211079 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -3211082.250000 Penalty: 3574.993896
	Iteration 81Q: 3 clusters Score -3211082 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -3211107.500000 Penalty: 3574.993896
	Iteration 82Q: 3 clusters Score -3211108 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -3211100.750000 Penalty: 3574.993896
	Iteration 83Q: 3 clusters Score -3211101 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -3211119.500000 Penalty: 3574.993896
	Iteration 84Q: 3 clusters Score -3211120 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51086 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -3211133.250000 Penalty: 3574.993896
	Iteration 85Q: 3 clusters Score -3211133 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -3211148.500000 Penalty: 3574.993896
	Iteration 86Q: 3 clusters Score -3211148 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -3211164.500000 Penalty: 3574.993896
	Iteration 87Q: 3 clusters Score -3211164 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -3211167.500000 Penalty: 3574.993896
	Iteration 88Q: 3 clusters Score -3211168 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -3211177.250000 Penalty: 3574.993896
	Iteration 89Q: 3 clusters Score -3211177 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51645 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3211207.250000 Penalty: 3574.993896
	Iteration 90Q: 3 clusters Score -3211207 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51781 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -3211216.750000 Penalty: 3574.993896
	Iteration 91Q: 3 clusters Score -3211217 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -3211240.500000 Penalty: 3574.993896
	Iteration 92Q: 3 clusters Score -3211240 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -3211260.750000 Penalty: 3574.993896
	Iteration 93Q: 3 clusters Score -3211261 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52147 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -3211265.750000 Penalty: 3574.993896
	Iteration 94Q: 3 clusters Score -3211266 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -3211293.000000 Penalty: 3574.993896
	Iteration 95Q: 3 clusters Score -3211293 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52456 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -3211316.750000 Penalty: 3574.993896
	Iteration 96Q: 3 clusters Score -3211317 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -3211344.500000 Penalty: 3574.993896
	Iteration 97Q: 3 clusters Score -3211344 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52765 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -3211377.500000 Penalty: 3574.993896
	Iteration 98Q: 3 clusters Score -3211378 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52933 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -3211408.750000 Penalty: 3574.993896
	Iteration 99Q: 3 clusters Score -3211409 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53090 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -3211434.000000 Penalty: 3574.993896
	Iteration 100F: 3 clusters Score -3211434 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53254 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -3211464.250000 Penalty: 3574.993896
	Iteration 101Q: 3 clusters Score -3211464 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53415 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -3211493.750000 Penalty: 3574.993896
	Iteration 102Q: 3 clusters Score -3211494 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53589 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -3211536.250000 Penalty: 3574.993896
	Iteration 103Q: 3 clusters Score -3211536 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -3211589.750000 Penalty: 3574.993896
	Iteration 104Q: 3 clusters Score -3211590 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53968 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -3211631.000000 Penalty: 3574.993896
	Iteration 105Q: 3 clusters Score -3211631 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -3211666.000000 Penalty: 3574.993896
	Iteration 106Q: 3 clusters Score -3211666 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54352 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -3211728.000000 Penalty: 3574.993896
	Iteration 107Q: 3 clusters Score -3211728 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -3211773.500000 Penalty: 3574.993896
	Iteration 108Q: 3 clusters Score -3211774 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -3211835.250000 Penalty: 3574.993896
	Iteration 109Q: 3 clusters Score -3211835 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -3211918.500000 Penalty: 3574.993896
	Iteration 110Q: 3 clusters Score -3211918 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -3211996.750000 Penalty: 3574.993896
	Iteration 111Q: 3 clusters Score -3211997 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55507 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -3212057.500000 Penalty: 3574.993896
	Iteration 112Q: 3 clusters Score -3212058 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -3212127.500000 Penalty: 3574.993896
	Iteration 113Q: 3 clusters Score -3212128 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55963 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -3212184.750000 Penalty: 3574.993896
	Iteration 114Q: 3 clusters Score -3212185 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -3212266.250000 Penalty: 3574.993896
	Iteration 115Q: 3 clusters Score -3212266 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -3212336.000000 Penalty: 3574.993896
	Iteration 116Q: 3 clusters Score -3212336 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56611 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3212419.000000 Penalty: 3574.993896
	Iteration 117Q: 3 clusters Score -3212419 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56824 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -3212499.000000 Penalty: 3574.993896
	Iteration 118Q: 3 clusters Score -3212499 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56991 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -3212552.250000 Penalty: 3574.993896
	Iteration 119Q: 3 clusters Score -3212552 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57171 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3212606.750000 Penalty: 3574.993896
	Iteration 120F: 3 clusters Score -3212607 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57323 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -3212638.000000 Penalty: 3574.993896
	Iteration 121Q: 3 clusters Score -3212638 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57474 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -3212679.500000 Penalty: 3574.993896
	Iteration 122Q: 3 clusters Score -3212680 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57620 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3212722.500000 Penalty: 3574.993896
	Iteration 123Q: 3 clusters Score -3212722 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57746 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3212772.750000 Penalty: 3574.993896
	Iteration 124Q: 3 clusters Score -3212773 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57846 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3212800.000000 Penalty: 3574.993896
	Iteration 125Q: 3 clusters Score -3212800 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57929 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3212825.000000 Penalty: 3574.993896
	Iteration 126Q: 3 clusters Score -3212825 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58008 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3212851.750000 Penalty: 3574.993896
	Iteration 127Q: 3 clusters Score -3212852 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3212872.500000 Penalty: 3574.993896
	Iteration 128Q: 3 clusters Score -3212872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58118 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3212883.250000 Penalty: 3574.993896
	Iteration 129Q: 3 clusters Score -3212883 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58174 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3212892.000000 Penalty: 3574.993896
	Iteration 130Q: 3 clusters Score -3212892 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58229 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3212910.750000 Penalty: 3574.993896
	Iteration 131Q: 3 clusters Score -3212911 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3212932.750000 Penalty: 3574.993896
	Iteration 132Q: 3 clusters Score -3212933 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58344 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3212938.250000 Penalty: 3574.993896
	Iteration 133Q: 3 clusters Score -3212938 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58400 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3212959.500000 Penalty: 3574.993896
	Iteration 134Q: 3 clusters Score -3212960 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3212978.750000 Penalty: 3574.993896
	Iteration 135Q: 3 clusters Score -3212979 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58512 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3212995.000000 Penalty: 3574.993896
	Iteration 136Q: 3 clusters Score -3212995 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3213033.500000 Penalty: 3574.993896
	Iteration 137Q: 3 clusters Score -3213034 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3213054.750000 Penalty: 3574.993896
	Iteration 138Q: 3 clusters Score -3213055 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58659 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3213067.750000 Penalty: 3574.993896
	Iteration 139Q: 3 clusters Score -3213068 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3213090.000000 Penalty: 3574.993896
	Iteration 140F: 3 clusters Score -3213090 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58722 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3213100.000000 Penalty: 3574.993896
	Iteration 141Q: 3 clusters Score -3213100 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58750 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3213103.000000 Penalty: 3574.993896
	Iteration 142Q: 3 clusters Score -3213103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58772 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3213116.000000 Penalty: 3574.993896
	Iteration 143Q: 3 clusters Score -3213116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58790 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3213124.000000 Penalty: 3574.993896
	Iteration 144Q: 3 clusters Score -3213124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58807 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3213125.000000 Penalty: 3574.993896
	Iteration 145Q: 3 clusters Score -3213125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58826 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3213130.250000 Penalty: 3574.993896
	Iteration 146Q: 3 clusters Score -3213130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58843 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3213138.000000 Penalty: 3574.993896
	Iteration 147Q: 3 clusters Score -3213138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58856 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3213141.250000 Penalty: 3574.993896
	Iteration 148Q: 3 clusters Score -3213141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58871 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3213150.250000 Penalty: 3574.993896
	Iteration 149Q: 3 clusters Score -3213150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3213151.000000 Penalty: 3574.993896
	Iteration 150Q: 3 clusters Score -3213151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3213151.500000 Penalty: 3574.993896
	Iteration 151Q: 3 clusters Score -3213152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58896 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3213155.750000 Penalty: 3574.993896
	Iteration 152Q: 3 clusters Score -3213156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3213156.250000 Penalty: 3574.993896
	Iteration 153Q: 3 clusters Score -3213156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58904 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3213157.000000 Penalty: 3574.993896
	Iteration 154Q: 3 clusters Score -3213157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58907 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3213156.250000 Penalty: 3574.993896
	Iteration 155Q: 3 clusters Score -3213156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58919 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3213150.250000 Penalty: 3574.993896
	Iteration 156Q: 3 clusters Score -3213150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3213153.750000 Penalty: 3574.993896
	Iteration 157Q: 3 clusters Score -3213154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3213157.000000 Penalty: 3574.993896
	Iteration 158Q: 3 clusters Score -3213157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3213160.500000 Penalty: 3574.993896
	Iteration 159Q: 3 clusters Score -3213160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58957 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3213167.750000 Penalty: 3574.993896
	Iteration 160F: 3 clusters Score -3213168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58964 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3213175.000000 Penalty: 3574.993896
	Iteration 161Q: 3 clusters Score -3213175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3213175.000000 Penalty: 3574.993896
	Iteration 162Q: 3 clusters Score -3213175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3213177.500000 Penalty: 3574.993896
	Iteration 163Q: 3 clusters Score -3213178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58985 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3213177.000000 Penalty: 3574.993896
	Iteration 164Q: 3 clusters Score -3213177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3213183.750000 Penalty: 3574.993896
	Iteration 165Q: 3 clusters Score -3213184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3213182.250000 Penalty: 3574.993896
	Iteration 166Q: 3 clusters Score -3213182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3213182.250000 Penalty: 3574.993896
	Iteration 167F: 3 clusters Score -3213182 nChanged 0
--- Evaluating fit on full set of 2132432 points ---
Entering Unmasked Estep 
Score: -107937984.000000 Penalty: 71042.273438
24->31 Clusters: Score -107937984.000000, best is -107966464.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 710810 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 29668 members 
Mstep: Class 3 contains 29858 members 
Mstep: Class 4 contains 29621 members 
Mstep: Class 5 contains 30145 members 
Mstep: Class 6 contains 29770 members 
Mstep: Class 7 contains 29496 members 
Mstep: Class 8 contains 29749 members 
Mstep: Class 9 contains 29669 members 
Mstep: Class 10 contains 29872 members 
Mstep: Class 11 contains 29646 members 
Mstep: Class 12 contains 29358 members 
Mstep: Class 13 contains 29483 members 
Mstep: Class 14 contains 29640 members 
Mstep: Class 15 contains 29525 members 
Mstep: Class 16 contains 29437 members 
Mstep: Class 17 contains 29648 members 
Mstep: Class 18 contains 29518 members 
Mstep: Class 19 contains 29711 members 
Mstep: Class 20 contains 29588 members 
Mstep: Class 21 contains 29503 members 
Mstep: Class 22 contains 29716 members 
Mstep: Class 23 contains 29035 members 
Mstep: Class 24 contains 29257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 840.040894 but Gain 2189.554688
Score: -32118052.000000 Penalty: 50359.671875
Iteration 0F: 24 clusters Score -3.211805e+07 nChanged 676208
Entering Unmasked Mstep 
Mstep: Class 0 contains 1135 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 29647 members 
Mstep: Class 3 contains 25896 members 
Mstep: Class 4 contains 74608 members 
Mstep: Class 5 contains 29336 members 
Mstep: Class 6 contains 20978 members 
Mstep: Class 7 contains 31962 members 
Mstep: Class 8 contains 15638 members 
Mstep: Class 9 contains 38225 members 
Mstep: Class 10 contains 25787 members 
Mstep: Class 11 contains 30573 members 
Mstep: Class 12 contains 43964 members 
Mstep: Class 13 contains 35660 members 
Mstep: Class 14 contains 27605 members 
Mstep: Class 15 contains 21224 members 
Mstep: Class 16 contains 24766 members 
Mstep: Class 17 contains 35708 members 
Mstep: Class 18 contains 28128 members 
Mstep: Class 19 contains 45343 members 
Mstep: Class 21 contains 20022 members 
Mstep: Class 22 contains 31313 members 
Mstep: Class 23 contains 20002 members 
Mstep: Class 24 contains 20050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34325220.000000 Penalty: 50359.671875
Iteration 1F: 24 clusters Score -3.432522e+07 nChanged 259297
Entering Unmasked Mstep 
Mstep: Class 0 contains 389 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 20307 members 
Mstep: Class 3 contains 17799 members 
Mstep: Class 4 contains 135232 members 
Mstep: Class 5 contains 23119 members 
Mstep: Class 6 contains 14721 members 
Mstep: Class 7 contains 36801 members 
Mstep: Class 8 contains 12399 members 
Mstep: Class 9 contains 37628 members 
Mstep: Class 10 contains 24584 members 
Mstep: Class 11 contains 28982 members 
Mstep: Class 12 contains 44217 members 
Mstep: Class 13 contains 32439 members 
Mstep: Class 14 contains 25800 members 
Mstep: Class 15 contains 18381 members 
Mstep: Class 16 contains 21497 members 
Mstep: Class 17 contains 28440 members 
Mstep: Class 18 contains 29149 members 
Mstep: Class 19 contains 54452 members 
Mstep: Class 21 contains 13872 members 
Mstep: Class 22 contains 29316 members 
Mstep: Class 23 contains 16535 members 
Mstep: Class 24 contains 16287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -34919032.000000 Penalty: 50359.671875
Iteration 2F: 24 clusters Score -3.491903e+07 nChanged 205802
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 11096 members 
Mstep: Class 3 contains 11705 members 
Mstep: Class 4 contains 206350 members 
Mstep: Class 5 contains 20814 members 
Mstep: Class 6 contains 7933 members 
Mstep: Class 7 contains 45499 members 
Mstep: Class 8 contains 11224 members 
Mstep: Class 9 contains 37265 members 
Mstep: Class 10 contains 24523 members 
Mstep: Class 11 contains 27425 members 
Mstep: Class 12 contains 33524 members 
Mstep: Class 13 contains 30925 members 
Mstep: Class 14 contains 24871 members 
Mstep: Class 15 contains 18499 members 
Mstep: Class 16 contains 21075 members 
Mstep: Class 17 contains 15288 members 
Mstep: Class 18 contains 34255 members 
Mstep: Class 19 contains 42156 members 
Mstep: Class 21 contains 10178 members 
Mstep: Class 22 contains 26505 members 
Mstep: Class 23 contains 16788 members 
Mstep: Class 24 contains 13247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35272404.000000 Penalty: 50359.671875
Iteration 3F: 24 clusters Score -3.52724e+07 nChanged 153340
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 5807 members 
Mstep: Class 3 contains 10676 members 
Mstep: Class 4 contains 268783 members 
Mstep: Class 5 contains 16862 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 48556 members 
Mstep: Class 8 contains 10382 members 
Mstep: Class 9 contains 38392 members 
Mstep: Class 10 contains 19714 members 
Mstep: Class 11 contains 23135 members 
Mstep: Class 12 contains 22898 members 
Mstep: Class 13 contains 28645 members 
Mstep: Class 14 contains 25851 members 
Mstep: Class 15 contains 19007 members 
Mstep: Class 16 contains 23423 members 
Mstep: Class 17 contains 8187 members 
Mstep: Class 18 contains 37463 members 
Mstep: Class 19 contains 24625 members 
Mstep: Class 21 contains 8485 members 
Mstep: Class 22 contains 27224 members 
Mstep: Class 23 contains 16558 members 
Mstep: Class 24 contains 10394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35509552.000000 Penalty: 50359.671875
Iteration 4F: 24 clusters Score -3.550955e+07 nChanged 112049
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 2940 members 
Mstep: Class 3 contains 11545 members 
Mstep: Class 4 contains 311848 members 
Mstep: Class 5 contains 11879 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 7 contains 52455 members 
Mstep: Class 8 contains 10118 members 
Mstep: Class 9 contains 39168 members 
Mstep: Class 10 contains 13660 members 
Mstep: Class 11 contains 16608 members 
Mstep: Class 12 contains 12551 members 
Mstep: Class 13 contains 26973 members 
Mstep: Class 14 contains 27009 members 
Mstep: Class 15 contains 18651 members 
Mstep: Class 16 contains 26435 members 
Mstep: Class 17 contains 5676 members 
Mstep: Class 18 contains 39797 members 
Mstep: Class 19 contains 11804 members 
Mstep: Class 21 contains 7527 members 
Mstep: Class 22 contains 31056 members 
Mstep: Class 23 contains 14954 members 
Mstep: Class 24 contains 8379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2033.997925 but Gain 2189.550781
Score: -35655588.000000 Penalty: 48170.121094
Iteration 5F: 23 clusters Score -3.565559e+07 nChanged 77705
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 3 contains 11721 members 
Mstep: Class 4 contains 333800 members 
Mstep: Class 5 contains 7823 members 
Mstep: Class 6 contains 2068 members 
Mstep: Class 7 contains 59000 members 
Mstep: Class 8 contains 10025 members 
Mstep: Class 9 contains 39595 members 
Mstep: Class 10 contains 8976 members 
Mstep: Class 11 contains 14494 members 
Mstep: Class 12 contains 5976 members 
Mstep: Class 13 contains 25847 members 
Mstep: Class 14 contains 27653 members 
Mstep: Class 15 contains 17176 members 
Mstep: Class 16 contains 27828 members 
Mstep: Class 17 contains 4051 members 
Mstep: Class 18 contains 43817 members 
Mstep: Class 19 contains 4994 members 
Mstep: Class 21 contains 7066 members 
Mstep: Class 22 contains 33693 members 
Mstep: Class 23 contains 12956 members 
Mstep: Class 24 contains 7395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35731760.000000 Penalty: 48170.121094
Iteration 6F: 23 clusters Score -3.573176e+07 nChanged 51547
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 3 contains 11786 members 
Mstep: Class 4 contains 341572 members 
Mstep: Class 5 contains 5163 members 
Mstep: Class 6 contains 2322 members 
Mstep: Class 7 contains 65688 members 
Mstep: Class 8 contains 9840 members 
Mstep: Class 9 contains 39581 members 
Mstep: Class 10 contains 5860 members 
Mstep: Class 11 contains 12712 members 
Mstep: Class 12 contains 2764 members 
Mstep: Class 13 contains 24247 members 
Mstep: Class 14 contains 27630 members 
Mstep: Class 15 contains 15007 members 
Mstep: Class 16 contains 29039 members 
Mstep: Class 17 contains 2938 members 
Mstep: Class 18 contains 48422 members 
Mstep: Class 19 contains 2265 members 
Mstep: Class 21 contains 6723 members 
Mstep: Class 22 contains 35489 members 
Mstep: Class 23 contains 11088 members 
Mstep: Class 24 contains 6901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1660.865601 but Gain 2189.550781
Score: -35772796.000000 Penalty: 45980.570312
Iteration 7F: 22 clusters Score -3.57728e+07 nChanged 38205
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 3 contains 11920 members 
Mstep: Class 4 contains 343278 members 
Mstep: Class 5 contains 3840 members 
Mstep: Class 6 contains 2861 members 
Mstep: Class 7 contains 71058 members 
Mstep: Class 8 contains 9585 members 
Mstep: Class 9 contains 39284 members 
Mstep: Class 10 contains 3909 members 
Mstep: Class 11 contains 11415 members 
Mstep: Class 12 contains 1457 members 
Mstep: Class 13 contains 22426 members 
Mstep: Class 14 contains 27783 members 
Mstep: Class 15 contains 13079 members 
Mstep: Class 16 contains 30163 members 
Mstep: Class 17 contains 2201 members 
Mstep: Class 18 contains 53486 members 
Mstep: Class 21 contains 6385 members 
Mstep: Class 22 contains 36685 members 
Mstep: Class 23 contains 9751 members 
Mstep: Class 24 contains 6658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1178.968140 but Gain 2189.550781
Score: -35800732.000000 Penalty: 43791.019531
Iteration 8F: 21 clusters Score -3.580073e+07 nChanged 27966
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 3 contains 12069 members 
Mstep: Class 4 contains 341881 members 
Mstep: Class 5 contains 3332 members 
Mstep: Class 6 contains 3464 members 
Mstep: Class 7 contains 75088 members 
Mstep: Class 8 contains 9342 members 
Mstep: Class 9 contains 38842 members 
Mstep: Class 10 contains 2892 members 
Mstep: Class 11 contains 10329 members 
Mstep: Class 13 contains 20751 members 
Mstep: Class 14 contains 28152 members 
Mstep: Class 15 contains 11623 members 
Mstep: Class 16 contains 30768 members 
Mstep: Class 17 contains 1787 members 
Mstep: Class 18 contains 57972 members 
Mstep: Class 21 contains 6056 members 
Mstep: Class 22 contains 37469 members 
Mstep: Class 23 contains 8929 members 
Mstep: Class 24 contains 6491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2162.867188 but Gain 2189.550781
Score: -35817348.000000 Penalty: 41601.468750
Iteration 9Q: 20 clusters Score -3.581735e+07 nChanged 21893
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 3 contains 13594 members 
Mstep: Class 4 contains 339101 members 
Mstep: Class 5 contains 3207 members 
Mstep: Class 6 contains 4115 members 
Mstep: Class 7 contains 77852 members 
Mstep: Class 8 contains 9027 members 
Mstep: Class 9 contains 38473 members 
Mstep: Class 10 contains 2389 members 
Mstep: Class 11 contains 9362 members 
Mstep: Class 13 contains 19490 members 
Mstep: Class 14 contains 28542 members 
Mstep: Class 15 contains 10491 members 
Mstep: Class 16 contains 31014 members 
Mstep: Class 18 contains 61755 members 
Mstep: Class 21 contains 5746 members 
Mstep: Class 22 contains 38287 members 
Mstep: Class 23 contains 8383 members 
Mstep: Class 24 contains 6392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35829728.000000 Penalty: 41601.468750
Iteration 10Q: 20 clusters Score -3.582973e+07 nChanged 16306
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 3 contains 13716 members 
Mstep: Class 4 contains 336080 members 
Mstep: Class 5 contains 3281 members 
Mstep: Class 6 contains 4792 members 
Mstep: Class 7 contains 80190 members 
Mstep: Class 8 contains 8791 members 
Mstep: Class 9 contains 38162 members 
Mstep: Class 10 contains 2158 members 
Mstep: Class 11 contains 8456 members 
Mstep: Class 13 contains 18483 members 
Mstep: Class 14 contains 28994 members 
Mstep: Class 15 contains 9498 members 
Mstep: Class 16 contains 31049 members 
Mstep: Class 18 contains 64493 members 
Mstep: Class 21 contains 5513 members 
Mstep: Class 22 contains 39133 members 
Mstep: Class 23 contains 8081 members 
Mstep: Class 24 contains 6321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35837212.000000 Penalty: 41601.468750
Iteration 11Q: 20 clusters Score -3.583721e+07 nChanged 13486
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 3 contains 13793 members 
Mstep: Class 4 contains 333303 members 
Mstep: Class 5 contains 3461 members 
Mstep: Class 6 contains 5437 members 
Mstep: Class 7 contains 82128 members 
Mstep: Class 8 contains 8548 members 
Mstep: Class 9 contains 37912 members 
Mstep: Class 10 contains 2036 members 
Mstep: Class 11 contains 7643 members 
Mstep: Class 13 contains 17656 members 
Mstep: Class 14 contains 29470 members 
Mstep: Class 15 contains 8628 members 
Mstep: Class 16 contains 30867 members 
Mstep: Class 18 contains 66590 members 
Mstep: Class 21 contains 5460 members 
Mstep: Class 22 contains 40059 members 
Mstep: Class 23 contains 7919 members 
Mstep: Class 24 contains 6283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35842164.000000 Penalty: 41601.468750
Iteration 12Q: 20 clusters Score -3.584216e+07 nChanged 11529
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 3 contains 13869 members 
Mstep: Class 4 contains 330821 members 
Mstep: Class 5 contains 3677 members 
Mstep: Class 6 contains 6033 members 
Mstep: Class 7 contains 83905 members 
Mstep: Class 8 contains 8300 members 
Mstep: Class 9 contains 37700 members 
Mstep: Class 10 contains 1960 members 
Mstep: Class 11 contains 6874 members 
Mstep: Class 13 contains 17031 members 
Mstep: Class 14 contains 29875 members 
Mstep: Class 15 contains 7848 members 
Mstep: Class 16 contains 30498 members 
Mstep: Class 18 contains 68098 members 
Mstep: Class 21 contains 5570 members 
Mstep: Class 22 contains 41100 members 
Mstep: Class 23 contains 7812 members 
Mstep: Class 24 contains 6232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35846868.000000 Penalty: 41601.468750
Iteration 13Q: 20 clusters Score -3.584687e+07 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 3 contains 13924 members 
Mstep: Class 4 contains 328595 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 6615 members 
Mstep: Class 7 contains 85570 members 
Mstep: Class 8 contains 8085 members 
Mstep: Class 9 contains 37520 members 
Mstep: Class 10 contains 1917 members 
Mstep: Class 11 contains 6172 members 
Mstep: Class 13 contains 16426 members 
Mstep: Class 14 contains 30294 members 
Mstep: Class 15 contains 7160 members 
Mstep: Class 16 contains 30114 members 
Mstep: Class 18 contains 69196 members 
Mstep: Class 21 contains 5773 members 
Mstep: Class 22 contains 42101 members 
Mstep: Class 23 contains 7758 members 
Mstep: Class 24 contains 6149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35850980.000000 Penalty: 41601.468750
Iteration 14Q: 20 clusters Score -3.585098e+07 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 3 contains 13978 members 
Mstep: Class 4 contains 326677 members 
Mstep: Class 5 contains 4040 members 
Mstep: Class 6 contains 7150 members 
Mstep: Class 7 contains 87125 members 
Mstep: Class 8 contains 7895 members 
Mstep: Class 9 contains 37346 members 
Mstep: Class 10 contains 1905 members 
Mstep: Class 11 contains 5498 members 
Mstep: Class 13 contains 15851 members 
Mstep: Class 14 contains 30731 members 
Mstep: Class 15 contains 6566 members 
Mstep: Class 16 contains 29717 members 
Mstep: Class 18 contains 69889 members 
Mstep: Class 21 contains 6046 members 
Mstep: Class 22 contains 43082 members 
Mstep: Class 23 contains 7730 members 
Mstep: Class 24 contains 6059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35854424.000000 Penalty: 41601.468750
Iteration 15Q: 20 clusters Score -3.585442e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 3 contains 14023 members 
Mstep: Class 4 contains 325007 members 
Mstep: Class 5 contains 4175 members 
Mstep: Class 6 contains 7633 members 
Mstep: Class 7 contains 88586 members 
Mstep: Class 8 contains 7730 members 
Mstep: Class 9 contains 37175 members 
Mstep: Class 10 contains 1910 members 
Mstep: Class 11 contains 4903 members 
Mstep: Class 13 contains 15316 members 
Mstep: Class 14 contains 31176 members 
Mstep: Class 15 contains 6018 members 
Mstep: Class 16 contains 29303 members 
Mstep: Class 18 contains 70293 members 
Mstep: Class 21 contains 6320 members 
Mstep: Class 22 contains 44070 members 
Mstep: Class 23 contains 7744 members 
Mstep: Class 24 contains 5980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35857188.000000 Penalty: 41601.468750
Iteration 16Q: 20 clusters Score -3.585719e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 3 contains 14077 members 
Mstep: Class 4 contains 323605 members 
Mstep: Class 5 contains 4302 members 
Mstep: Class 6 contains 8099 members 
Mstep: Class 7 contains 89835 members 
Mstep: Class 8 contains 7592 members 
Mstep: Class 9 contains 37043 members 
Mstep: Class 10 contains 1909 members 
Mstep: Class 11 contains 4350 members 
Mstep: Class 13 contains 14880 members 
Mstep: Class 14 contains 31550 members 
Mstep: Class 15 contains 5583 members 
Mstep: Class 16 contains 28882 members 
Mstep: Class 18 contains 70511 members 
Mstep: Class 21 contains 6560 members 
Mstep: Class 22 contains 45002 members 
Mstep: Class 23 contains 7757 members 
Mstep: Class 24 contains 5886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35859532.000000 Penalty: 41601.468750
Iteration 17Q: 20 clusters Score -3.585953e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 3 contains 14141 members 
Mstep: Class 4 contains 322308 members 
Mstep: Class 5 contains 4415 members 
Mstep: Class 6 contains 8528 members 
Mstep: Class 7 contains 90951 members 
Mstep: Class 8 contains 7452 members 
Mstep: Class 9 contains 36948 members 
Mstep: Class 10 contains 1899 members 
Mstep: Class 11 contains 3893 members 
Mstep: Class 13 contains 14514 members 
Mstep: Class 14 contains 31906 members 
Mstep: Class 15 contains 5224 members 
Mstep: Class 16 contains 28457 members 
Mstep: Class 18 contains 70677 members 
Mstep: Class 21 contains 6765 members 
Mstep: Class 22 contains 45873 members 
Mstep: Class 23 contains 7779 members 
Mstep: Class 24 contains 5783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35861256.000000 Penalty: 41601.468750
Iteration 18Q: 20 clusters Score -3.586126e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 3 contains 14192 members 
Mstep: Class 4 contains 321240 members 
Mstep: Class 5 contains 4536 members 
Mstep: Class 6 contains 8926 members 
Mstep: Class 7 contains 91900 members 
Mstep: Class 8 contains 7341 members 
Mstep: Class 9 contains 36892 members 
Mstep: Class 10 contains 1896 members 
Mstep: Class 11 contains 3500 members 
Mstep: Class 13 contains 14223 members 
Mstep: Class 14 contains 32212 members 
Mstep: Class 15 contains 4906 members 
Mstep: Class 16 contains 28017 members 
Mstep: Class 18 contains 70744 members 
Mstep: Class 21 contains 6921 members 
Mstep: Class 22 contains 46666 members 
Mstep: Class 23 contains 7799 members 
Mstep: Class 24 contains 5693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35862708.000000 Penalty: 41601.468750
Iteration 19Q: 20 clusters Score -3.586271e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 3 contains 14241 members 
Mstep: Class 4 contains 320296 members 
Mstep: Class 5 contains 4638 members 
Mstep: Class 6 contains 9223 members 
Mstep: Class 7 contains 92747 members 
Mstep: Class 8 contains 7238 members 
Mstep: Class 9 contains 36843 members 
Mstep: Class 10 contains 1886 members 
Mstep: Class 11 contains 3157 members 
Mstep: Class 13 contains 14042 members 
Mstep: Class 14 contains 32499 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 27656 members 
Mstep: Class 18 contains 70703 members 
Mstep: Class 21 contains 7048 members 
Mstep: Class 22 contains 47384 members 
Mstep: Class 23 contains 7829 members 
Mstep: Class 24 contains 5610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35863964.000000 Penalty: 41601.468750
Iteration 20F: 20 clusters Score -3.586396e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 3 contains 14266 members 
Mstep: Class 4 contains 319501 members 
Mstep: Class 5 contains 4941 members 
Mstep: Class 6 contains 9532 members 
Mstep: Class 7 contains 93453 members 
Mstep: Class 8 contains 6898 members 
Mstep: Class 9 contains 36807 members 
Mstep: Class 10 contains 1885 members 
Mstep: Class 11 contains 2861 members 
Mstep: Class 13 contains 13859 members 
Mstep: Class 14 contains 32710 members 
Mstep: Class 15 contains 4459 members 
Mstep: Class 16 contains 27342 members 
Mstep: Class 18 contains 70572 members 
Mstep: Class 21 contains 7384 members 
Mstep: Class 22 contains 48019 members 
Mstep: Class 23 contains 7839 members 
Mstep: Class 24 contains 5517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35865484.000000 Penalty: 41601.468750
Iteration 21Q: 20 clusters Score -3.586548e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 3 contains 14268 members 
Mstep: Class 4 contains 318784 members 
Mstep: Class 5 contains 5222 members 
Mstep: Class 6 contains 9826 members 
Mstep: Class 7 contains 94021 members 
Mstep: Class 8 contains 6586 members 
Mstep: Class 9 contains 36793 members 
Mstep: Class 10 contains 1889 members 
Mstep: Class 11 contains 2576 members 
Mstep: Class 13 contains 13690 members 
Mstep: Class 14 contains 32863 members 
Mstep: Class 15 contains 4284 members 
Mstep: Class 16 contains 27069 members 
Mstep: Class 18 contains 70523 members 
Mstep: Class 21 contains 7710 members 
Mstep: Class 22 contains 48579 members 
Mstep: Class 23 contains 7858 members 
Mstep: Class 24 contains 5440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35866596.000000 Penalty: 41601.468750
Iteration 22Q: 20 clusters Score -3.58666e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 3 contains 14253 members 
Mstep: Class 4 contains 318161 members 
Mstep: Class 5 contains 5510 members 
Mstep: Class 6 contains 10078 members 
Mstep: Class 7 contains 94489 members 
Mstep: Class 8 contains 6247 members 
Mstep: Class 9 contains 36792 members 
Mstep: Class 10 contains 1890 members 
Mstep: Class 11 contains 2342 members 
Mstep: Class 13 contains 13588 members 
Mstep: Class 14 contains 32969 members 
Mstep: Class 15 contains 4155 members 
Mstep: Class 16 contains 26812 members 
Mstep: Class 18 contains 70476 members 
Mstep: Class 21 contains 8035 members 
Mstep: Class 22 contains 49066 members 
Mstep: Class 23 contains 7882 members 
Mstep: Class 24 contains 5356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35867384.000000 Penalty: 41601.468750
Iteration 23Q: 20 clusters Score -3.586738e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 3 contains 14225 members 
Mstep: Class 4 contains 317660 members 
Mstep: Class 5 contains 5792 members 
Mstep: Class 6 contains 10317 members 
Mstep: Class 7 contains 94892 members 
Mstep: Class 8 contains 5983 members 
Mstep: Class 9 contains 36796 members 
Mstep: Class 10 contains 1888 members 
Mstep: Class 11 contains 2146 members 
Mstep: Class 13 contains 13550 members 
Mstep: Class 14 contains 33016 members 
Mstep: Class 15 contains 4025 members 
Mstep: Class 16 contains 26551 members 
Mstep: Class 18 contains 70388 members 
Mstep: Class 21 contains 8320 members 
Mstep: Class 22 contains 49505 members 
Mstep: Class 23 contains 7897 members 
Mstep: Class 24 contains 5263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35868240.000000 Penalty: 41601.468750
Iteration 24Q: 20 clusters Score -3.586824e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 3 contains 14182 members 
Mstep: Class 4 contains 317208 members 
Mstep: Class 5 contains 6055 members 
Mstep: Class 6 contains 10517 members 
Mstep: Class 7 contains 95242 members 
Mstep: Class 8 contains 5726 members 
Mstep: Class 9 contains 36810 members 
Mstep: Class 10 contains 1891 members 
Mstep: Class 11 contains 1979 members 
Mstep: Class 13 contains 13537 members 
Mstep: Class 14 contains 33041 members 
Mstep: Class 15 contains 3920 members 
Mstep: Class 16 contains 26313 members 
Mstep: Class 18 contains 70320 members 
Mstep: Class 21 contains 8562 members 
Mstep: Class 22 contains 49901 members 
Mstep: Class 23 contains 7907 members 
Mstep: Class 24 contains 5191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35868792.000000 Penalty: 41601.468750
Iteration 25Q: 20 clusters Score -3.586879e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 3 contains 14149 members 
Mstep: Class 4 contains 316867 members 
Mstep: Class 5 contains 6277 members 
Mstep: Class 6 contains 10710 members 
Mstep: Class 7 contains 95560 members 
Mstep: Class 8 contains 5498 members 
Mstep: Class 9 contains 36831 members 
Mstep: Class 10 contains 1894 members 
Mstep: Class 11 contains 1811 members 
Mstep: Class 13 contains 13535 members 
Mstep: Class 14 contains 33027 members 
Mstep: Class 15 contains 3814 members 
Mstep: Class 16 contains 26084 members 
Mstep: Class 18 contains 70244 members 
Mstep: Class 21 contains 8773 members 
Mstep: Class 22 contains 50248 members 
Mstep: Class 23 contains 7916 members 
Mstep: Class 24 contains 5138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35869272.000000 Penalty: 41601.468750
Iteration 26Q: 20 clusters Score -3.586927e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 3 contains 14124 members 
Mstep: Class 4 contains 316573 members 
Mstep: Class 5 contains 6489 members 
Mstep: Class 6 contains 10882 members 
Mstep: Class 7 contains 95794 members 
Mstep: Class 8 contains 5300 members 
Mstep: Class 9 contains 36859 members 
Mstep: Class 10 contains 1893 members 
Mstep: Class 11 contains 1659 members 
Mstep: Class 13 contains 13537 members 
Mstep: Class 14 contains 33002 members 
Mstep: Class 15 contains 3749 members 
Mstep: Class 16 contains 25884 members 
Mstep: Class 18 contains 70165 members 
Mstep: Class 21 contains 8963 members 
Mstep: Class 22 contains 50568 members 
Mstep: Class 23 contains 7910 members 
Mstep: Class 24 contains 5105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2135.145996 but Gain 2189.550781
Score: -35869840.000000 Penalty: 39411.917969
Iteration 27Q: 19 clusters Score -3.586984e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 3 contains 14094 members 
Mstep: Class 4 contains 316363 members 
Mstep: Class 5 contains 6648 members 
Mstep: Class 6 contains 11287 members 
Mstep: Class 7 contains 96011 members 
Mstep: Class 8 contains 5125 members 
Mstep: Class 9 contains 36886 members 
Mstep: Class 10 contains 1893 members 
Mstep: Class 13 contains 13545 members 
Mstep: Class 14 contains 32978 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 26264 members 
Mstep: Class 18 contains 70093 members 
Mstep: Class 21 contains 9132 members 
Mstep: Class 22 contains 51460 members 
Mstep: Class 23 contains 7911 members 
Mstep: Class 24 contains 5080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872076.000000 Penalty: 39411.917969
Iteration 28Q: 19 clusters Score -3.587208e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 3 contains 14066 members 
Mstep: Class 4 contains 316187 members 
Mstep: Class 5 contains 6776 members 
Mstep: Class 6 contains 11419 members 
Mstep: Class 7 contains 96203 members 
Mstep: Class 8 contains 4969 members 
Mstep: Class 9 contains 36861 members 
Mstep: Class 10 contains 1888 members 
Mstep: Class 13 contains 13550 members 
Mstep: Class 14 contains 32961 members 
Mstep: Class 15 contains 3608 members 
Mstep: Class 16 contains 26088 members 
Mstep: Class 18 contains 70025 members 
Mstep: Class 21 contains 9284 members 
Mstep: Class 22 contains 51663 members 
Mstep: Class 23 contains 7914 members 
Mstep: Class 24 contains 5064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872452.000000 Penalty: 39411.917969
Iteration 29Q: 19 clusters Score -3.587245e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 3 contains 14039 members 
Mstep: Class 4 contains 316053 members 
Mstep: Class 5 contains 6905 members 
Mstep: Class 6 contains 11583 members 
Mstep: Class 7 contains 96351 members 
Mstep: Class 8 contains 4805 members 
Mstep: Class 9 contains 36860 members 
Mstep: Class 10 contains 1886 members 
Mstep: Class 13 contains 13541 members 
Mstep: Class 14 contains 32919 members 
Mstep: Class 15 contains 3543 members 
Mstep: Class 16 contains 25894 members 
Mstep: Class 18 contains 69975 members 
Mstep: Class 21 contains 9456 members 
Mstep: Class 22 contains 51819 members 
Mstep: Class 23 contains 7915 members 
Mstep: Class 24 contains 5052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872776.000000 Penalty: 39411.917969
Iteration 30Q: 19 clusters Score -3.587278e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 3 contains 14024 members 
Mstep: Class 4 contains 315943 members 
Mstep: Class 5 contains 6990 members 
Mstep: Class 6 contains 11754 members 
Mstep: Class 7 contains 96468 members 
Mstep: Class 8 contains 4613 members 
Mstep: Class 9 contains 36855 members 
Mstep: Class 10 contains 1883 members 
Mstep: Class 13 contains 13527 members 
Mstep: Class 14 contains 32882 members 
Mstep: Class 15 contains 3489 members 
Mstep: Class 16 contains 25728 members 
Mstep: Class 18 contains 69922 members 
Mstep: Class 21 contains 9657 members 
Mstep: Class 22 contains 51935 members 
Mstep: Class 23 contains 7925 members 
Mstep: Class 24 contains 5056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35872948.000000 Penalty: 39411.917969
Iteration 31Q: 19 clusters Score -3.587295e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 3 contains 14012 members 
Mstep: Class 4 contains 315827 members 
Mstep: Class 5 contains 7063 members 
Mstep: Class 6 contains 11904 members 
Mstep: Class 7 contains 96555 members 
Mstep: Class 8 contains 4440 members 
Mstep: Class 9 contains 36839 members 
Mstep: Class 10 contains 1881 members 
Mstep: Class 13 contains 13515 members 
Mstep: Class 14 contains 32862 members 
Mstep: Class 15 contains 3453 members 
Mstep: Class 16 contains 25584 members 
Mstep: Class 18 contains 69894 members 
Mstep: Class 21 contains 9842 members 
Mstep: Class 22 contains 52026 members 
Mstep: Class 23 contains 7935 members 
Mstep: Class 24 contains 5062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873224.000000 Penalty: 39411.917969
Iteration 32Q: 19 clusters Score -3.587322e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 3 contains 14002 members 
Mstep: Class 4 contains 315755 members 
Mstep: Class 5 contains 7127 members 
Mstep: Class 6 contains 12050 members 
Mstep: Class 7 contains 96628 members 
Mstep: Class 8 contains 4301 members 
Mstep: Class 9 contains 36838 members 
Mstep: Class 10 contains 1878 members 
Mstep: Class 13 contains 13508 members 
Mstep: Class 14 contains 32825 members 
Mstep: Class 15 contains 3411 members 
Mstep: Class 16 contains 25433 members 
Mstep: Class 18 contains 69866 members 
Mstep: Class 21 contains 9997 members 
Mstep: Class 22 contains 52101 members 
Mstep: Class 23 contains 7941 members 
Mstep: Class 24 contains 5068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873328.000000 Penalty: 39411.917969
Iteration 33Q: 19 clusters Score -3.587333e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 3 contains 13989 members 
Mstep: Class 4 contains 315705 members 
Mstep: Class 5 contains 7184 members 
Mstep: Class 6 contains 12168 members 
Mstep: Class 7 contains 96686 members 
Mstep: Class 8 contains 4191 members 
Mstep: Class 9 contains 36820 members 
Mstep: Class 10 contains 1881 members 
Mstep: Class 13 contains 13493 members 
Mstep: Class 14 contains 32814 members 
Mstep: Class 15 contains 3376 members 
Mstep: Class 16 contains 25306 members 
Mstep: Class 18 contains 69846 members 
Mstep: Class 21 contains 10110 members 
Mstep: Class 22 contains 52166 members 
Mstep: Class 23 contains 7949 members 
Mstep: Class 24 contains 5079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873560.000000 Penalty: 39411.917969
Iteration 34Q: 19 clusters Score -3.587356e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 3 contains 13983 members 
Mstep: Class 4 contains 315652 members 
Mstep: Class 5 contains 7234 members 
Mstep: Class 6 contains 12290 members 
Mstep: Class 7 contains 96735 members 
Mstep: Class 8 contains 4099 members 
Mstep: Class 9 contains 36796 members 
Mstep: Class 10 contains 1879 members 
Mstep: Class 13 contains 13483 members 
Mstep: Class 14 contains 32798 members 
Mstep: Class 15 contains 3350 members 
Mstep: Class 16 contains 25198 members 
Mstep: Class 18 contains 69825 members 
Mstep: Class 21 contains 10208 members 
Mstep: Class 22 contains 52213 members 
Mstep: Class 23 contains 7957 members 
Mstep: Class 24 contains 5086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873668.000000 Penalty: 39411.917969
Iteration 35Q: 19 clusters Score -3.587367e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 3 contains 13978 members 
Mstep: Class 4 contains 315595 members 
Mstep: Class 5 contains 7271 members 
Mstep: Class 6 contains 12419 members 
Mstep: Class 7 contains 96784 members 
Mstep: Class 8 contains 4037 members 
Mstep: Class 9 contains 36766 members 
Mstep: Class 10 contains 1877 members 
Mstep: Class 13 contains 13469 members 
Mstep: Class 14 contains 32796 members 
Mstep: Class 15 contains 3326 members 
Mstep: Class 16 contains 25093 members 
Mstep: Class 18 contains 69808 members 
Mstep: Class 21 contains 10280 members 
Mstep: Class 22 contains 52254 members 
Mstep: Class 23 contains 7967 members 
Mstep: Class 24 contains 5073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873840.000000 Penalty: 39411.917969
Iteration 36Q: 19 clusters Score -3.587384e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 3 contains 13973 members 
Mstep: Class 4 contains 315545 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 12534 members 
Mstep: Class 7 contains 96828 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 36723 members 
Mstep: Class 10 contains 1877 members 
Mstep: Class 13 contains 13454 members 
Mstep: Class 14 contains 32807 members 
Mstep: Class 15 contains 3301 members 
Mstep: Class 16 contains 24998 members 
Mstep: Class 18 contains 69789 members 
Mstep: Class 21 contains 10354 members 
Mstep: Class 22 contains 52281 members 
Mstep: Class 23 contains 7980 members 
Mstep: Class 24 contains 5064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873808.000000 Penalty: 39411.917969
Iteration 37Q: 19 clusters Score -3.587381e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 3 contains 13970 members 
Mstep: Class 4 contains 315500 members 
Mstep: Class 5 contains 7325 members 
Mstep: Class 6 contains 12636 members 
Mstep: Class 7 contains 96877 members 
Mstep: Class 8 contains 3963 members 
Mstep: Class 9 contains 36695 members 
Mstep: Class 10 contains 1876 members 
Mstep: Class 13 contains 13448 members 
Mstep: Class 14 contains 32798 members 
Mstep: Class 15 contains 3274 members 
Mstep: Class 16 contains 24904 members 
Mstep: Class 18 contains 69768 members 
Mstep: Class 21 contains 10421 members 
Mstep: Class 22 contains 52313 members 
Mstep: Class 23 contains 7988 members 
Mstep: Class 24 contains 5057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35873848.000000 Penalty: 39411.917969
Iteration 38Q: 19 clusters Score -3.587385e+07 nChanged 619
Entering ConstructFrom: 
Score: -35873848.000000 Penalty: 39411.917969
Entering ConstructFrom: 
Trying to split cluster 1 (2000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Entering Unmasked Estep 
Score: -88608.398438 Penalty: 1235.146606
	Iteration 0F: 2 clusters Score -88608.4 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 977 members 
Entering Unmasked Estep 
Score: -86518.054688 Penalty: 2470.293213
	Iteration 0F: 3 clusters Score -86518.05 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -87038.328125 Penalty: 2470.293213
	Iteration 1F: 3 clusters Score -87038.33 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -87185.460938 Penalty: 2470.293213
	Iteration 2F: 3 clusters Score -87185.46 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -87311.648438 Penalty: 2470.293213
	Iteration 3F: 3 clusters Score -87311.65 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -87486.140625 Penalty: 2470.293213
	Iteration 4F: 3 clusters Score -87486.14 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -87695.210938 Penalty: 2470.293213
	Iteration 5F: 3 clusters Score -87695.21 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -87930.406250 Penalty: 2470.293213
	Iteration 6F: 3 clusters Score -87930.41 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -88123.906250 Penalty: 2470.293213
	Iteration 7F: 3 clusters Score -88123.91 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -88284.437500 Penalty: 2470.293213
	Iteration 8Q: 3 clusters Score -88284.44 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -88376.054688 Penalty: 2470.293213
	Iteration 9Q: 3 clusters Score -88376.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -88438.265625 Penalty: 2470.293213
	Iteration 10Q: 3 clusters Score -88438.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -88469.726562 Penalty: 2470.293213
	Iteration 11Q: 3 clusters Score -88469.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -88489.523438 Penalty: 2470.293213
	Iteration 12Q: 3 clusters Score -88489.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -88509.585938 Penalty: 2470.293213
	Iteration 13Q: 3 clusters Score -88509.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -88538.570312 Penalty: 2470.293213
	Iteration 14Q: 3 clusters Score -88538.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -88560.421875 Penalty: 2470.293213
	Iteration 15Q: 3 clusters Score -88560.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -88579.742188 Penalty: 2470.293213
	Iteration 16Q: 3 clusters Score -88579.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -88622.023438 Penalty: 2470.293213
	Iteration 17Q: 3 clusters Score -88622.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -88657.617188 Penalty: 2470.293213
	Iteration 18Q: 3 clusters Score -88657.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -88695.093750 Penalty: 2470.293213
	Iteration 19Q: 3 clusters Score -88695.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -88742.773438 Penalty: 2470.293213
	Iteration 20F: 3 clusters Score -88742.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -88806.609375 Penalty: 2470.293213
	Iteration 21Q: 3 clusters Score -88806.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -88875.218750 Penalty: 2470.293213
	Iteration 22Q: 3 clusters Score -88875.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -88929.828125 Penalty: 2470.293213
	Iteration 23Q: 3 clusters Score -88929.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -88971.843750 Penalty: 2470.293213
	Iteration 24Q: 3 clusters Score -88971.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -89014.968750 Penalty: 2470.293213
	Iteration 25Q: 3 clusters Score -89014.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -89036.476562 Penalty: 2470.293213
	Iteration 26Q: 3 clusters Score -89036.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -89042.023438 Penalty: 2470.293213
	Iteration 27Q: 3 clusters Score -89042.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -89043.492188 Penalty: 2470.293213
	Iteration 28Q: 3 clusters Score -89043.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -89043.492188 Penalty: 2470.293213
	Iteration 29F: 3 clusters Score -89043.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 315453 members 
Mstep: Class 5 contains 7348 members 
Mstep: Class 6 contains 12719 members 
Mstep: Class 7 contains 96917 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 36660 members 
Mstep: Class 10 contains 1878 members 
Mstep: Class 13 contains 13435 members 
Mstep: Class 14 contains 32799 members 
Mstep: Class 15 contains 3245 members 
Mstep: Class 16 contains 24831 members 
Mstep: Class 18 contains 69753 members 
Mstep: Class 21 contains 10474 members 
Mstep: Class 22 contains 52341 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 5062 members 
Entering Unmasked Estep 
Score: -35873504.000000 Penalty: 41601.468750
Splitting cluster 1 changes total score from -35873848.000000 to -35873504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (13968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Entering Unmasked Estep 
Score: -714041.125000 Penalty: 1550.985229
	Iteration 0F: 2 clusters Score -714041.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -704331.875000 Penalty: 3101.970459
	Iteration 0F: 3 clusters Score -704331.9 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -708100.125000 Penalty: 3101.970459
	Iteration 1F: 3 clusters Score -708100.1 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -709015.000000 Penalty: 3101.970459
	Iteration 2F: 3 clusters Score -709015 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -710191.875000 Penalty: 3101.970459
	Iteration 3F: 3 clusters Score -710191.9 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -711341.937500 Penalty: 3101.970459
	Iteration 4F: 3 clusters Score -711341.9 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -712193.625000 Penalty: 3101.970459
	Iteration 5F: 3 clusters Score -712193.6 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -712752.437500 Penalty: 3101.970459
	Iteration 6F: 3 clusters Score -712752.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -713054.875000 Penalty: 3101.970459
	Iteration 7Q: 3 clusters Score -713054.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -713231.312500 Penalty: 3101.970459
	Iteration 8Q: 3 clusters Score -713231.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -713354.687500 Penalty: 3101.970459
	Iteration 9Q: 3 clusters Score -713354.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -713418.187500 Penalty: 3101.970459
	Iteration 10Q: 3 clusters Score -713418.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -713461.000000 Penalty: 3101.970459
	Iteration 11Q: 3 clusters Score -713461 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -713483.250000 Penalty: 3101.970459
	Iteration 12Q: 3 clusters Score -713483.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -713499.062500 Penalty: 3101.970459
	Iteration 13Q: 3 clusters Score -713499.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -713506.375000 Penalty: 3101.970459
	Iteration 14Q: 3 clusters Score -713506.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -713512.437500 Penalty: 3101.970459
	Iteration 15Q: 3 clusters Score -713512.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -713514.125000 Penalty: 3101.970459
	Iteration 16Q: 3 clusters Score -713514.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -713516.875000 Penalty: 3101.970459
	Iteration 17Q: 3 clusters Score -713516.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -713518.000000 Penalty: 3101.970459
	Iteration 18Q: 3 clusters Score -713518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -713519.125000 Penalty: 3101.970459
	Iteration 19Q: 3 clusters Score -713519.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -713518.687500 Penalty: 3101.970459
	Iteration 20F: 3 clusters Score -713518.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -713518.937500 Penalty: 3101.970459
	Iteration 21Q: 3 clusters Score -713518.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -713521.500000 Penalty: 3101.970459
	Iteration 22Q: 3 clusters Score -713521.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -713523.250000 Penalty: 3101.970459
	Iteration 23Q: 3 clusters Score -713523.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -713523.187500 Penalty: 3101.970459
	Iteration 24Q: 3 clusters Score -713523.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -713524.875000 Penalty: 3101.970459
	Iteration 25Q: 3 clusters Score -713524.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -713525.437500 Penalty: 3101.970459
	Iteration 26Q: 3 clusters Score -713525.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -713528.375000 Penalty: 3101.970459
	Iteration 27Q: 3 clusters Score -713528.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -713529.312500 Penalty: 3101.970459
	Iteration 28Q: 3 clusters Score -713529.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -713528.562500 Penalty: 3101.970459
	Iteration 29Q: 3 clusters Score -713528.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -713529.125000 Penalty: 3101.970459
	Iteration 30Q: 3 clusters Score -713529.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -713529.125000 Penalty: 3101.970459
	Iteration 31F: 3 clusters Score -713529.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (315453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315453 members 
Entering Unmasked Estep 
Score: -16763228.000000 Penalty: 2057.536865
	Iteration 0F: 2 clusters Score -1.676323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157472 members 
Mstep: Class 2 contains 157981 members 
Entering Unmasked Estep 
Score: -16549962.000000 Penalty: 4115.073730
	Iteration 0F: 3 clusters Score -1.654996e+07 nChanged 153896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151616 members 
Mstep: Class 2 contains 163837 members 
Entering Unmasked Estep 
Score: -16644159.000000 Penalty: 4115.073730
	Iteration 1F: 3 clusters Score -1.664416e+07 nChanged 10553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148393 members 
Mstep: Class 2 contains 167060 members 
Entering Unmasked Estep 
Score: -16648146.000000 Penalty: 4115.073730
	Iteration 2Q: 3 clusters Score -1.664815e+07 nChanged 13115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144050 members 
Mstep: Class 2 contains 171403 members 
Entering Unmasked Estep 
Score: -16654785.000000 Penalty: 4115.073730
	Iteration 3Q: 3 clusters Score -1.665478e+07 nChanged 16086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138588 members 
Mstep: Class 2 contains 176865 members 
Entering Unmasked Estep 
Score: -16664481.000000 Penalty: 4115.073730
	Iteration 4F: 3 clusters Score -1.666448e+07 nChanged 18697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131859 members 
Mstep: Class 2 contains 183594 members 
Entering Unmasked Estep 
Score: -16676640.000000 Penalty: 4115.073730
	Iteration 5F: 3 clusters Score -1.667664e+07 nChanged 19834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124103 members 
Mstep: Class 2 contains 191350 members 
Entering Unmasked Estep 
Score: -16689363.000000 Penalty: 4115.073730
	Iteration 6F: 3 clusters Score -1.668936e+07 nChanged 19320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116035 members 
Mstep: Class 2 contains 199418 members 
Entering Unmasked Estep 
Score: -16701608.000000 Penalty: 4115.073730
	Iteration 7F: 3 clusters Score -1.670161e+07 nChanged 17007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108338 members 
Mstep: Class 2 contains 207115 members 
Entering Unmasked Estep 
Score: -16711234.000000 Penalty: 4115.073730
	Iteration 8F: 3 clusters Score -1.671123e+07 nChanged 13690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101198 members 
Mstep: Class 2 contains 214255 members 
Entering Unmasked Estep 
Score: -16717618.000000 Penalty: 4115.073730
	Iteration 9Q: 3 clusters Score -1.671762e+07 nChanged 10404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94404 members 
Mstep: Class 2 contains 221049 members 
Entering Unmasked Estep 
Score: -16722242.000000 Penalty: 4115.073730
	Iteration 10Q: 3 clusters Score -1.672224e+07 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87611 members 
Mstep: Class 2 contains 227842 members 
Entering Unmasked Estep 
Score: -16726202.000000 Penalty: 4115.073730
	Iteration 11Q: 3 clusters Score -1.67262e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80682 members 
Mstep: Class 2 contains 234771 members 
Entering Unmasked Estep 
Score: -16730127.000000 Penalty: 4115.073730
	Iteration 12Q: 3 clusters Score -1.673013e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73601 members 
Mstep: Class 2 contains 241852 members 
Entering Unmasked Estep 
Score: -16734509.000000 Penalty: 4115.073730
	Iteration 13Q: 3 clusters Score -1.673451e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66821 members 
Mstep: Class 2 contains 248632 members 
Entering Unmasked Estep 
Score: -16739586.000000 Penalty: 4115.073730
	Iteration 14Q: 3 clusters Score -1.673959e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60396 members 
Mstep: Class 2 contains 255057 members 
Entering Unmasked Estep 
Score: -16745398.000000 Penalty: 4115.073730
	Iteration 15Q: 3 clusters Score -1.67454e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54796 members 
Mstep: Class 2 contains 260657 members 
Entering Unmasked Estep 
Score: -16751187.000000 Penalty: 4115.073730
	Iteration 16Q: 3 clusters Score -1.675119e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 264939 members 
Entering Unmasked Estep 
Score: -16756144.000000 Penalty: 4115.073730
	Iteration 17Q: 3 clusters Score -1.675614e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 267834 members 
Entering Unmasked Estep 
Score: -16759251.000000 Penalty: 4115.073730
	Iteration 18Q: 3 clusters Score -1.675925e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 269751 members 
Entering Unmasked Estep 
Score: -16761064.000000 Penalty: 4115.073730
	Iteration 19Q: 3 clusters Score -1.676106e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 271003 members 
Entering Unmasked Estep 
Score: -16762288.000000 Penalty: 4115.073730
	Iteration 20F: 3 clusters Score -1.676229e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 271836 members 
Entering Unmasked Estep 
Score: -16763003.000000 Penalty: 4115.073730
	Iteration 21Q: 3 clusters Score -1.6763e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 272434 members 
Entering Unmasked Estep 
Score: -16763470.000000 Penalty: 4115.073730
	Iteration 22Q: 3 clusters Score -1.676347e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 272874 members 
Entering Unmasked Estep 
Score: -16763868.000000 Penalty: 4115.073730
	Iteration 23Q: 3 clusters Score -1.676387e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 273175 members 
Entering Unmasked Estep 
Score: -16764175.000000 Penalty: 4115.073730
	Iteration 24Q: 3 clusters Score -1.676418e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 273348 members 
Entering Unmasked Estep 
Score: -16764331.000000 Penalty: 4115.073730
	Iteration 25Q: 3 clusters Score -1.676433e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 273542 members 
Entering Unmasked Estep 
Score: -16764455.000000 Penalty: 4115.073730
	Iteration 26Q: 3 clusters Score -1.676446e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 273665 members 
Entering Unmasked Estep 
Score: -16764510.000000 Penalty: 4115.073730
	Iteration 27Q: 3 clusters Score -1.676451e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 273736 members 
Entering Unmasked Estep 
Score: -16764501.000000 Penalty: 4115.073730
	Iteration 28Q: 3 clusters Score -1.67645e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 273793 members 
Entering Unmasked Estep 
Score: -16764576.000000 Penalty: 4115.073730
	Iteration 29Q: 3 clusters Score -1.676458e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 273866 members 
Entering Unmasked Estep 
Score: -16764597.000000 Penalty: 4115.073730
	Iteration 30Q: 3 clusters Score -1.67646e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 273895 members 
Entering Unmasked Estep 
Score: -16764651.000000 Penalty: 4115.073730
	Iteration 31Q: 3 clusters Score -1.676465e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 273917 members 
Entering Unmasked Estep 
Score: -16764647.000000 Penalty: 4115.073730
	Iteration 32Q: 3 clusters Score -1.676465e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 273957 members 
Entering Unmasked Estep 
Score: -16764662.000000 Penalty: 4115.073730
	Iteration 33Q: 3 clusters Score -1.676466e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 273986 members 
Entering Unmasked Estep 
Score: -16764660.000000 Penalty: 4115.073730
	Iteration 34Q: 3 clusters Score -1.676466e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 274038 members 
Entering Unmasked Estep 
Score: -16764656.000000 Penalty: 4115.073730
	Iteration 35Q: 3 clusters Score -1.676466e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 274070 members 
Entering Unmasked Estep 
Score: -16764648.000000 Penalty: 4115.073730
	Iteration 36Q: 3 clusters Score -1.676465e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 274083 members 
Entering Unmasked Estep 
Score: -16764649.000000 Penalty: 4115.073730
	Iteration 37Q: 3 clusters Score -1.676465e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 274097 members 
Entering Unmasked Estep 
Score: -16764641.000000 Penalty: 4115.073730
	Iteration 38Q: 3 clusters Score -1.676464e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 274100 members 
Entering Unmasked Estep 
Score: -16764641.000000 Penalty: 4115.073730
	Iteration 39Q: 3 clusters Score -1.676464e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 274091 members 
Entering Unmasked Estep 
Score: -16764626.000000 Penalty: 4115.073730
	Iteration 40F: 3 clusters Score -1.676463e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 274073 members 
Entering Unmasked Estep 
Score: -16764598.000000 Penalty: 4115.073730
	Iteration 41Q: 3 clusters Score -1.67646e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 274060 members 
Entering Unmasked Estep 
Score: -16764587.000000 Penalty: 4115.073730
	Iteration 42Q: 3 clusters Score -1.676459e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 274052 members 
Entering Unmasked Estep 
Score: -16764606.000000 Penalty: 4115.073730
	Iteration 43Q: 3 clusters Score -1.676461e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 274044 members 
Entering Unmasked Estep 
Score: -16764599.000000 Penalty: 4115.073730
	Iteration 44Q: 3 clusters Score -1.67646e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 274037 members 
Entering Unmasked Estep 
Score: -16764600.000000 Penalty: 4115.073730
	Iteration 45Q: 3 clusters Score -1.67646e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 274027 members 
Entering Unmasked Estep 
Score: -16764591.000000 Penalty: 4115.073730
	Iteration 46Q: 3 clusters Score -1.676459e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 274014 members 
Entering Unmasked Estep 
Score: -16764586.000000 Penalty: 4115.073730
	Iteration 47Q: 3 clusters Score -1.676459e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 273998 members 
Entering Unmasked Estep 
Score: -16764604.000000 Penalty: 4115.073730
	Iteration 48Q: 3 clusters Score -1.67646e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 273978 members 
Entering Unmasked Estep 
Score: -16764600.000000 Penalty: 4115.073730
	Iteration 49Q: 3 clusters Score -1.67646e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 273964 members 
Entering Unmasked Estep 
Score: -16764614.000000 Penalty: 4115.073730
	Iteration 50Q: 3 clusters Score -1.676461e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 273936 members 
Entering Unmasked Estep 
Score: -16764610.000000 Penalty: 4115.073730
	Iteration 51Q: 3 clusters Score -1.676461e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 273915 members 
Entering Unmasked Estep 
Score: -16764602.000000 Penalty: 4115.073730
	Iteration 52Q: 3 clusters Score -1.67646e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 273898 members 
Entering Unmasked Estep 
Score: -16764611.000000 Penalty: 4115.073730
	Iteration 53Q: 3 clusters Score -1.676461e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 273878 members 
Entering Unmasked Estep 
Score: -16764627.000000 Penalty: 4115.073730
	Iteration 54Q: 3 clusters Score -1.676463e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 273849 members 
Entering Unmasked Estep 
Score: -16764621.000000 Penalty: 4115.073730
	Iteration 55Q: 3 clusters Score -1.676462e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 273822 members 
Entering Unmasked Estep 
Score: -16764608.000000 Penalty: 4115.073730
	Iteration 56Q: 3 clusters Score -1.676461e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 273813 members 
Entering Unmasked Estep 
Score: -16764604.000000 Penalty: 4115.073730
	Iteration 57Q: 3 clusters Score -1.67646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 273804 members 
Entering Unmasked Estep 
Score: -16764603.000000 Penalty: 4115.073730
	Iteration 58Q: 3 clusters Score -1.67646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 273798 members 
Entering Unmasked Estep 
Score: -16764598.000000 Penalty: 4115.073730
	Iteration 59Q: 3 clusters Score -1.67646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 273793 members 
Entering Unmasked Estep 
Score: -16764583.000000 Penalty: 4115.073730
	Iteration 60F: 3 clusters Score -1.676458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 273788 members 
Entering Unmasked Estep 
Score: -16764579.000000 Penalty: 4115.073730
	Iteration 61Q: 3 clusters Score -1.676458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 273786 members 
Entering Unmasked Estep 
Score: -16764581.000000 Penalty: 4115.073730
	Iteration 62Q: 3 clusters Score -1.676458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 273785 members 
Entering Unmasked Estep 
Score: -16764585.000000 Penalty: 4115.073730
	Iteration 63Q: 3 clusters Score -1.676458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 273783 members 
Entering Unmasked Estep 
Score: -16764588.000000 Penalty: 4115.073730
	Iteration 64Q: 3 clusters Score -1.676459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 273781 members 
Entering Unmasked Estep 
Score: -16764591.000000 Penalty: 4115.073730
	Iteration 65Q: 3 clusters Score -1.676459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 273778 members 
Entering Unmasked Estep 
Score: -16764584.000000 Penalty: 4115.073730
	Iteration 66Q: 3 clusters Score -1.676458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 273776 members 
Entering Unmasked Estep 
Score: -16764580.000000 Penalty: 4115.073730
	Iteration 67Q: 3 clusters Score -1.676458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 273774 members 
Entering Unmasked Estep 
Score: -16764590.000000 Penalty: 4115.073730
	Iteration 68Q: 3 clusters Score -1.676459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 273771 members 
Entering Unmasked Estep 
Score: -16764588.000000 Penalty: 4115.073730
	Iteration 69Q: 3 clusters Score -1.676459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 273770 members 
Entering Unmasked Estep 
Score: -16764590.000000 Penalty: 4115.073730
	Iteration 70Q: 3 clusters Score -1.676459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 273770 members 
Entering Unmasked Estep 
Score: -16764601.000000 Penalty: 4115.073730
	Iteration 71Q: 3 clusters Score -1.67646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 273771 members 
Entering Unmasked Estep 
Score: -16764597.000000 Penalty: 4115.073730
	Iteration 72Q: 3 clusters Score -1.67646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 273771 members 
Entering Unmasked Estep 
Score: -16764597.000000 Penalty: 4115.073730
	Iteration 73F: 3 clusters Score -1.67646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 273771 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 41682 members 
Mstep: Class 5 contains 7348 members 
Mstep: Class 6 contains 12719 members 
Mstep: Class 7 contains 96917 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 36660 members 
Mstep: Class 10 contains 1878 members 
Mstep: Class 13 contains 13435 members 
Mstep: Class 14 contains 32799 members 
Mstep: Class 15 contains 3245 members 
Mstep: Class 16 contains 24831 members 
Mstep: Class 18 contains 69753 members 
Mstep: Class 21 contains 10474 members 
Mstep: Class 22 contains 52341 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 5062 members 
Entering Unmasked Estep 
Score: -35875744.000000 Penalty: 41601.468750
Splitting cluster 4 changes total score from -35873848.000000 to -35875744.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 5 (7348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Entering Unmasked Estep 
Score: -342827.250000 Penalty: 1446.604858
	Iteration 0F: 2 clusters Score -342827.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -337313.500000 Penalty: 2893.209717
	Iteration 0F: 3 clusters Score -337313.5 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -338991.500000 Penalty: 2893.209717
	Iteration 1F: 3 clusters Score -338991.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -339324.093750 Penalty: 2893.209717
	Iteration 2F: 3 clusters Score -339324.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -339673.937500 Penalty: 2893.209717
	Iteration 3F: 3 clusters Score -339673.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -340042.781250 Penalty: 2893.209717
	Iteration 4F: 3 clusters Score -340042.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -340416.187500 Penalty: 2893.209717
	Iteration 5F: 3 clusters Score -340416.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -340737.875000 Penalty: 2893.209717
	Iteration 6F: 3 clusters Score -340737.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -340971.218750 Penalty: 2893.209717
	Iteration 7Q: 3 clusters Score -340971.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -341134.875000 Penalty: 2893.209717
	Iteration 8Q: 3 clusters Score -341134.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -341234.218750 Penalty: 2893.209717
	Iteration 9Q: 3 clusters Score -341234.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -341295.406250 Penalty: 2893.209717
	Iteration 10Q: 3 clusters Score -341295.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -341340.250000 Penalty: 2893.209717
	Iteration 11Q: 3 clusters Score -341340.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -341369.281250 Penalty: 2893.209717
	Iteration 12Q: 3 clusters Score -341369.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -341393.312500 Penalty: 2893.209717
	Iteration 13Q: 3 clusters Score -341393.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -341411.750000 Penalty: 2893.209717
	Iteration 14Q: 3 clusters Score -341411.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -341423.718750 Penalty: 2893.209717
	Iteration 15Q: 3 clusters Score -341423.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -341435.500000 Penalty: 2893.209717
	Iteration 16Q: 3 clusters Score -341435.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -341446.750000 Penalty: 2893.209717
	Iteration 17Q: 3 clusters Score -341446.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -341456.500000 Penalty: 2893.209717
	Iteration 18Q: 3 clusters Score -341456.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -341464.500000 Penalty: 2893.209717
	Iteration 19Q: 3 clusters Score -341464.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -341475.343750 Penalty: 2893.209717
	Iteration 20F: 3 clusters Score -341475.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -341483.968750 Penalty: 2893.209717
	Iteration 21Q: 3 clusters Score -341484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -341489.843750 Penalty: 2893.209717
	Iteration 22Q: 3 clusters Score -341489.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -341494.218750 Penalty: 2893.209717
	Iteration 23Q: 3 clusters Score -341494.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -341497.000000 Penalty: 2893.209717
	Iteration 24Q: 3 clusters Score -341497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -341499.312500 Penalty: 2893.209717
	Iteration 25Q: 3 clusters Score -341499.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -341501.281250 Penalty: 2893.209717
	Iteration 26Q: 3 clusters Score -341501.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -341502.500000 Penalty: 2893.209717
	Iteration 27Q: 3 clusters Score -341502.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -341503.406250 Penalty: 2893.209717
	Iteration 28Q: 3 clusters Score -341503.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -341504.687500 Penalty: 2893.209717
	Iteration 29Q: 3 clusters Score -341504.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -341505.250000 Penalty: 2893.209717
	Iteration 30Q: 3 clusters Score -341505.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -341507.218750 Penalty: 2893.209717
	Iteration 31Q: 3 clusters Score -341507.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -341508.500000 Penalty: 2893.209717
	Iteration 32Q: 3 clusters Score -341508.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -341511.750000 Penalty: 2893.209717
	Iteration 33Q: 3 clusters Score -341511.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -341515.125000 Penalty: 2893.209717
	Iteration 34Q: 3 clusters Score -341515.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -341516.343750 Penalty: 2893.209717
	Iteration 35Q: 3 clusters Score -341516.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -341518.312500 Penalty: 2893.209717
	Iteration 36Q: 3 clusters Score -341518.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -341521.000000 Penalty: 2893.209717
	Iteration 37Q: 3 clusters Score -341521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -341524.250000 Penalty: 2893.209717
	Iteration 38Q: 3 clusters Score -341524.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -341526.187500 Penalty: 2893.209717
	Iteration 39Q: 3 clusters Score -341526.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -341527.156250 Penalty: 2893.209717
	Iteration 40F: 3 clusters Score -341527.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -341528.750000 Penalty: 2893.209717
	Iteration 41Q: 3 clusters Score -341528.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -341530.281250 Penalty: 2893.209717
	Iteration 42Q: 3 clusters Score -341530.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -341529.937500 Penalty: 2893.209717
	Iteration 43Q: 3 clusters Score -341529.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -341530.500000 Penalty: 2893.209717
	Iteration 44Q: 3 clusters Score -341530.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -341530.843750 Penalty: 2893.209717
	Iteration 45Q: 3 clusters Score -341530.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -341530.843750 Penalty: 2893.209717
	Iteration 46F: 3 clusters Score -341530.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Entering Unmasked Estep 
Score: -581094.437500 Penalty: 1535.763550
	Iteration 0F: 2 clusters Score -581094.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -572218.875000 Penalty: 3071.527100
	Iteration 0F: 3 clusters Score -572218.9 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -575169.812500 Penalty: 3071.527100
	Iteration 1F: 3 clusters Score -575169.8 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -575469.187500 Penalty: 3071.527100
	Iteration 2F: 3 clusters Score -575469.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -575710.437500 Penalty: 3071.527100
	Iteration 3Q: 3 clusters Score -575710.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -575919.750000 Penalty: 3071.527100
	Iteration 4Q: 3 clusters Score -575919.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -576139.312500 Penalty: 3071.527100
	Iteration 5Q: 3 clusters Score -576139.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -576394.875000 Penalty: 3071.527100
	Iteration 6Q: 3 clusters Score -576394.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -576676.312500 Penalty: 3071.527100
	Iteration 7Q: 3 clusters Score -576676.3 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -576978.562500 Penalty: 3071.527100
	Iteration 8Q: 3 clusters Score -576978.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -577240.250000 Penalty: 3071.527100
	Iteration 9Q: 3 clusters Score -577240.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -577473.062500 Penalty: 3071.527100
	Iteration 10Q: 3 clusters Score -577473.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -577671.250000 Penalty: 3071.527100
	Iteration 11Q: 3 clusters Score -577671.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -577852.812500 Penalty: 3071.527100
	Iteration 12Q: 3 clusters Score -577852.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -578035.812500 Penalty: 3071.527100
	Iteration 13Q: 3 clusters Score -578035.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -578200.000000 Penalty: 3071.527100
	Iteration 14Q: 3 clusters Score -578200 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -578332.562500 Penalty: 3071.527100
	Iteration 15Q: 3 clusters Score -578332.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -578459.875000 Penalty: 3071.527100
	Iteration 16Q: 3 clusters Score -578459.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -578560.937500 Penalty: 3071.527100
	Iteration 17Q: 3 clusters Score -578560.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -578652.000000 Penalty: 3071.527100
	Iteration 18Q: 3 clusters Score -578652 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -578762.437500 Penalty: 3071.527100
	Iteration 19Q: 3 clusters Score -578762.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -578885.250000 Penalty: 3071.527100
	Iteration 20F: 3 clusters Score -578885.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -579012.875000 Penalty: 3071.527100
	Iteration 21Q: 3 clusters Score -579012.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -579167.937500 Penalty: 3071.527100
	Iteration 22Q: 3 clusters Score -579167.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -579288.812500 Penalty: 3071.527100
	Iteration 23Q: 3 clusters Score -579288.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -579388.062500 Penalty: 3071.527100
	Iteration 24Q: 3 clusters Score -579388.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -579468.000000 Penalty: 3071.527100
	Iteration 25Q: 3 clusters Score -579468 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -579538.562500 Penalty: 3071.527100
	Iteration 26Q: 3 clusters Score -579538.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -579598.312500 Penalty: 3071.527100
	Iteration 27Q: 3 clusters Score -579598.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -579643.875000 Penalty: 3071.527100
	Iteration 28Q: 3 clusters Score -579643.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -579678.875000 Penalty: 3071.527100
	Iteration 29Q: 3 clusters Score -579678.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -579714.312500 Penalty: 3071.527100
	Iteration 30Q: 3 clusters Score -579714.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -579742.000000 Penalty: 3071.527100
	Iteration 31Q: 3 clusters Score -579742 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -579762.312500 Penalty: 3071.527100
	Iteration 32Q: 3 clusters Score -579762.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -579783.625000 Penalty: 3071.527100
	Iteration 33Q: 3 clusters Score -579783.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -579804.062500 Penalty: 3071.527100
	Iteration 34Q: 3 clusters Score -579804.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -579825.500000 Penalty: 3071.527100
	Iteration 35Q: 3 clusters Score -579825.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -579845.062500 Penalty: 3071.527100
	Iteration 36Q: 3 clusters Score -579845.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -579864.875000 Penalty: 3071.527100
	Iteration 37Q: 3 clusters Score -579864.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -579879.437500 Penalty: 3071.527100
	Iteration 38Q: 3 clusters Score -579879.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -579894.875000 Penalty: 3071.527100
	Iteration 39Q: 3 clusters Score -579894.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -579909.812500 Penalty: 3071.527100
	Iteration 40F: 3 clusters Score -579909.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -579919.625000 Penalty: 3071.527100
	Iteration 41Q: 3 clusters Score -579919.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -579927.750000 Penalty: 3071.527100
	Iteration 42Q: 3 clusters Score -579927.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -579934.937500 Penalty: 3071.527100
	Iteration 43Q: 3 clusters Score -579934.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -579941.750000 Penalty: 3071.527100
	Iteration 44Q: 3 clusters Score -579941.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -579947.687500 Penalty: 3071.527100
	Iteration 45Q: 3 clusters Score -579947.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -579953.750000 Penalty: 3071.527100
	Iteration 46Q: 3 clusters Score -579953.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -579957.000000 Penalty: 3071.527100
	Iteration 47Q: 3 clusters Score -579957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -579962.812500 Penalty: 3071.527100
	Iteration 48Q: 3 clusters Score -579962.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -579969.875000 Penalty: 3071.527100
	Iteration 49Q: 3 clusters Score -579969.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -579978.187500 Penalty: 3071.527100
	Iteration 50Q: 3 clusters Score -579978.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -579983.125000 Penalty: 3071.527100
	Iteration 51Q: 3 clusters Score -579983.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -579988.000000 Penalty: 3071.527100
	Iteration 52Q: 3 clusters Score -579988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -579991.937500 Penalty: 3071.527100
	Iteration 53Q: 3 clusters Score -579991.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -579994.687500 Penalty: 3071.527100
	Iteration 54Q: 3 clusters Score -579994.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -579997.250000 Penalty: 3071.527100
	Iteration 55Q: 3 clusters Score -579997.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -580001.500000 Penalty: 3071.527100
	Iteration 56Q: 3 clusters Score -580001.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -580002.875000 Penalty: 3071.527100
	Iteration 57Q: 3 clusters Score -580002.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -580007.062500 Penalty: 3071.527100
	Iteration 58Q: 3 clusters Score -580007.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -580007.937500 Penalty: 3071.527100
	Iteration 59Q: 3 clusters Score -580007.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -580011.000000 Penalty: 3071.527100
	Iteration 60F: 3 clusters Score -580011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -580011.750000 Penalty: 3071.527100
	Iteration 61Q: 3 clusters Score -580011.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -580013.562500 Penalty: 3071.527100
	Iteration 62Q: 3 clusters Score -580013.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -580013.812500 Penalty: 3071.527100
	Iteration 63Q: 3 clusters Score -580013.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -580015.125000 Penalty: 3071.527100
	Iteration 64Q: 3 clusters Score -580015.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -580015.875000 Penalty: 3071.527100
	Iteration 65Q: 3 clusters Score -580015.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -580017.250000 Penalty: 3071.527100
	Iteration 66Q: 3 clusters Score -580017.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -580016.875000 Penalty: 3071.527100
	Iteration 67Q: 3 clusters Score -580016.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -580017.937500 Penalty: 3071.527100
	Iteration 68Q: 3 clusters Score -580017.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -580018.000000 Penalty: 3071.527100
	Iteration 69Q: 3 clusters Score -580018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -580017.687500 Penalty: 3071.527100
	Iteration 70Q: 3 clusters Score -580017.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -580017.687500 Penalty: 3071.527100
	Iteration 71F: 3 clusters Score -580017.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (96917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96917 members 
Entering Unmasked Estep 
Score: -5142925.500000 Penalty: 1865.761719
	Iteration 0F: 2 clusters Score -5142926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -5078135.500000 Penalty: 3731.523438
	Iteration 0F: 3 clusters Score -5078136 nChanged 46145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -5106842.500000 Penalty: 3731.523438
	Iteration 1F: 3 clusters Score -5106842 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -5108982.500000 Penalty: 3731.523438
	Iteration 2Q: 3 clusters Score -5108982 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 50181 members 
Entering Unmasked Estep 
Score: -5111720.000000 Penalty: 3731.523438
	Iteration 3F: 3 clusters Score -5111720 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 51136 members 
Entering Unmasked Estep 
Score: -5115378.000000 Penalty: 3731.523438
	Iteration 4F: 3 clusters Score -5115378 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 52304 members 
Entering Unmasked Estep 
Score: -5119636.500000 Penalty: 3731.523438
	Iteration 5F: 3 clusters Score -5119636 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 53532 members 
Entering Unmasked Estep 
Score: -5124175.500000 Penalty: 3731.523438
	Iteration 6F: 3 clusters Score -5124176 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 54728 members 
Entering Unmasked Estep 
Score: -5128085.000000 Penalty: 3731.523438
	Iteration 7F: 3 clusters Score -5128085 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 55877 members 
Entering Unmasked Estep 
Score: -5130694.000000 Penalty: 3731.523438
	Iteration 8Q: 3 clusters Score -5130694 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 56964 members 
Entering Unmasked Estep 
Score: -5132093.000000 Penalty: 3731.523438
	Iteration 9Q: 3 clusters Score -5132093 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 58051 members 
Entering Unmasked Estep 
Score: -5132881.000000 Penalty: 3731.523438
	Iteration 10Q: 3 clusters Score -5132881 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 59183 members 
Entering Unmasked Estep 
Score: -5133600.500000 Penalty: 3731.523438
	Iteration 11Q: 3 clusters Score -5133600 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 60449 members 
Entering Unmasked Estep 
Score: -5134306.000000 Penalty: 3731.523438
	Iteration 12Q: 3 clusters Score -5134306 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 61757 members 
Entering Unmasked Estep 
Score: -5135001.000000 Penalty: 3731.523438
	Iteration 13Q: 3 clusters Score -5135001 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 63111 members 
Entering Unmasked Estep 
Score: -5135831.500000 Penalty: 3731.523438
	Iteration 14Q: 3 clusters Score -5135832 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 64507 members 
Entering Unmasked Estep 
Score: -5136631.500000 Penalty: 3731.523438
	Iteration 15Q: 3 clusters Score -5136632 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -5137431.000000 Penalty: 3731.523438
	Iteration 16Q: 3 clusters Score -5137431 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 67140 members 
Entering Unmasked Estep 
Score: -5138129.000000 Penalty: 3731.523438
	Iteration 17Q: 3 clusters Score -5138129 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -5138729.500000 Penalty: 3731.523438
	Iteration 18Q: 3 clusters Score -5138730 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 69583 members 
Entering Unmasked Estep 
Score: -5139214.500000 Penalty: 3731.523438
	Iteration 19Q: 3 clusters Score -5139214 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 70653 members 
Entering Unmasked Estep 
Score: -5139585.500000 Penalty: 3731.523438
	Iteration 20F: 3 clusters Score -5139586 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 71626 members 
Entering Unmasked Estep 
Score: -5139817.500000 Penalty: 3731.523438
	Iteration 21Q: 3 clusters Score -5139818 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 72503 members 
Entering Unmasked Estep 
Score: -5140019.000000 Penalty: 3731.523438
	Iteration 22Q: 3 clusters Score -5140019 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 73313 members 
Entering Unmasked Estep 
Score: -5140178.000000 Penalty: 3731.523438
	Iteration 23Q: 3 clusters Score -5140178 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 74080 members 
Entering Unmasked Estep 
Score: -5140313.000000 Penalty: 3731.523438
	Iteration 24Q: 3 clusters Score -5140313 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 74830 members 
Entering Unmasked Estep 
Score: -5140431.500000 Penalty: 3731.523438
	Iteration 25Q: 3 clusters Score -5140432 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 75478 members 
Entering Unmasked Estep 
Score: -5140580.000000 Penalty: 3731.523438
	Iteration 26Q: 3 clusters Score -5140580 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 76103 members 
Entering Unmasked Estep 
Score: -5140650.000000 Penalty: 3731.523438
	Iteration 27Q: 3 clusters Score -5140650 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 76708 members 
Entering Unmasked Estep 
Score: -5140736.500000 Penalty: 3731.523438
	Iteration 28Q: 3 clusters Score -5140736 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 77278 members 
Entering Unmasked Estep 
Score: -5140815.000000 Penalty: 3731.523438
	Iteration 29Q: 3 clusters Score -5140815 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 77829 members 
Entering Unmasked Estep 
Score: -5140915.000000 Penalty: 3731.523438
	Iteration 30Q: 3 clusters Score -5140915 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 78365 members 
Entering Unmasked Estep 
Score: -5140985.500000 Penalty: 3731.523438
	Iteration 31Q: 3 clusters Score -5140986 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 78868 members 
Entering Unmasked Estep 
Score: -5141063.000000 Penalty: 3731.523438
	Iteration 32Q: 3 clusters Score -5141063 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 79320 members 
Entering Unmasked Estep 
Score: -5141130.000000 Penalty: 3731.523438
	Iteration 33Q: 3 clusters Score -5141130 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 79759 members 
Entering Unmasked Estep 
Score: -5141199.000000 Penalty: 3731.523438
	Iteration 34Q: 3 clusters Score -5141199 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 80163 members 
Entering Unmasked Estep 
Score: -5141273.000000 Penalty: 3731.523438
	Iteration 35Q: 3 clusters Score -5141273 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 80532 members 
Entering Unmasked Estep 
Score: -5141304.000000 Penalty: 3731.523438
	Iteration 36Q: 3 clusters Score -5141304 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 80903 members 
Entering Unmasked Estep 
Score: -5141371.000000 Penalty: 3731.523438
	Iteration 37Q: 3 clusters Score -5141371 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 81294 members 
Entering Unmasked Estep 
Score: -5141406.500000 Penalty: 3731.523438
	Iteration 38Q: 3 clusters Score -5141406 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 81662 members 
Entering Unmasked Estep 
Score: -5141457.500000 Penalty: 3731.523438
	Iteration 39Q: 3 clusters Score -5141458 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 82005 members 
Entering Unmasked Estep 
Score: -5141496.500000 Penalty: 3731.523438
	Iteration 40F: 3 clusters Score -5141496 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 82335 members 
Entering Unmasked Estep 
Score: -5141540.000000 Penalty: 3731.523438
	Iteration 41Q: 3 clusters Score -5141540 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 82653 members 
Entering Unmasked Estep 
Score: -5141545.500000 Penalty: 3731.523438
	Iteration 42Q: 3 clusters Score -5141546 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 82931 members 
Entering Unmasked Estep 
Score: -5141611.500000 Penalty: 3731.523438
	Iteration 43Q: 3 clusters Score -5141612 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 83167 members 
Entering Unmasked Estep 
Score: -5141643.500000 Penalty: 3731.523438
	Iteration 44Q: 3 clusters Score -5141644 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 83419 members 
Entering Unmasked Estep 
Score: -5141661.000000 Penalty: 3731.523438
	Iteration 45Q: 3 clusters Score -5141661 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 83651 members 
Entering Unmasked Estep 
Score: -5141705.500000 Penalty: 3731.523438
	Iteration 46Q: 3 clusters Score -5141706 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 83888 members 
Entering Unmasked Estep 
Score: -5141718.500000 Penalty: 3731.523438
	Iteration 47Q: 3 clusters Score -5141718 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 84111 members 
Entering Unmasked Estep 
Score: -5141718.500000 Penalty: 3731.523438
	Iteration 48Q: 3 clusters Score -5141718 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 84297 members 
Entering Unmasked Estep 
Score: -5141744.500000 Penalty: 3731.523438
	Iteration 49Q: 3 clusters Score -5141744 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 84490 members 
Entering Unmasked Estep 
Score: -5141760.000000 Penalty: 3731.523438
	Iteration 50Q: 3 clusters Score -5141760 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 84710 members 
Entering Unmasked Estep 
Score: -5141764.000000 Penalty: 3731.523438
	Iteration 51Q: 3 clusters Score -5141764 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 84930 members 
Entering Unmasked Estep 
Score: -5141803.500000 Penalty: 3731.523438
	Iteration 52Q: 3 clusters Score -5141804 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 85161 members 
Entering Unmasked Estep 
Score: -5141833.500000 Penalty: 3731.523438
	Iteration 53Q: 3 clusters Score -5141834 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 85401 members 
Entering Unmasked Estep 
Score: -5141879.500000 Penalty: 3731.523438
	Iteration 54Q: 3 clusters Score -5141880 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 85646 members 
Entering Unmasked Estep 
Score: -5141943.500000 Penalty: 3731.523438
	Iteration 55Q: 3 clusters Score -5141944 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 85916 members 
Entering Unmasked Estep 
Score: -5142021.000000 Penalty: 3731.523438
	Iteration 56Q: 3 clusters Score -5142021 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 86187 members 
Entering Unmasked Estep 
Score: -5142132.000000 Penalty: 3731.523438
	Iteration 57Q: 3 clusters Score -5142132 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 86456 members 
Entering Unmasked Estep 
Score: -5142292.500000 Penalty: 3731.523438
	Iteration 58Q: 3 clusters Score -5142292 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 86758 members 
Entering Unmasked Estep 
Score: -5142544.000000 Penalty: 3731.523438
	Iteration 59Q: 3 clusters Score -5142544 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 87078 members 
Entering Unmasked Estep 
Score: -5142865.500000 Penalty: 3731.523438
	Iteration 60F: 3 clusters Score -5142866 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 87365 members 
Entering Unmasked Estep 
Score: -5143220.000000 Penalty: 3731.523438
	Iteration 61Q: 3 clusters Score -5143220 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 87614 members 
Entering Unmasked Estep 
Score: -5143505.000000 Penalty: 3731.523438
	Iteration 62Q: 3 clusters Score -5143505 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 87778 members 
Entering Unmasked Estep 
Score: -5143646.000000 Penalty: 3731.523438
	Iteration 63Q: 3 clusters Score -5143646 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 87923 members 
Entering Unmasked Estep 
Score: -5143722.000000 Penalty: 3731.523438
	Iteration 64Q: 3 clusters Score -5143722 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 88041 members 
Entering Unmasked Estep 
Score: -5143776.500000 Penalty: 3731.523438
	Iteration 65Q: 3 clusters Score -5143776 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 88128 members 
Entering Unmasked Estep 
Score: -5143796.000000 Penalty: 3731.523438
	Iteration 66Q: 3 clusters Score -5143796 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 88180 members 
Entering Unmasked Estep 
Score: -5143814.000000 Penalty: 3731.523438
	Iteration 67Q: 3 clusters Score -5143814 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 88236 members 
Entering Unmasked Estep 
Score: -5143819.000000 Penalty: 3731.523438
	Iteration 68Q: 3 clusters Score -5143819 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 88284 members 
Entering Unmasked Estep 
Score: -5143826.000000 Penalty: 3731.523438
	Iteration 69Q: 3 clusters Score -5143826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 88317 members 
Entering Unmasked Estep 
Score: -5143825.500000 Penalty: 3731.523438
	Iteration 70Q: 3 clusters Score -5143826 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 88346 members 
Entering Unmasked Estep 
Score: -5143831.500000 Penalty: 3731.523438
	Iteration 71Q: 3 clusters Score -5143832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 88372 members 
Entering Unmasked Estep 
Score: -5143833.500000 Penalty: 3731.523438
	Iteration 72Q: 3 clusters Score -5143834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 88397 members 
Entering Unmasked Estep 
Score: -5143828.000000 Penalty: 3731.523438
	Iteration 73Q: 3 clusters Score -5143828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 88416 members 
Entering Unmasked Estep 
Score: -5143834.000000 Penalty: 3731.523438
	Iteration 74Q: 3 clusters Score -5143834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 88435 members 
Entering Unmasked Estep 
Score: -5143836.000000 Penalty: 3731.523438
	Iteration 75Q: 3 clusters Score -5143836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 88454 members 
Entering Unmasked Estep 
Score: -5143838.000000 Penalty: 3731.523438
	Iteration 76Q: 3 clusters Score -5143838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 88466 members 
Entering Unmasked Estep 
Score: -5143844.000000 Penalty: 3731.523438
	Iteration 77Q: 3 clusters Score -5143844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 88475 members 
Entering Unmasked Estep 
Score: -5143836.500000 Penalty: 3731.523438
	Iteration 78Q: 3 clusters Score -5143836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 88482 members 
Entering Unmasked Estep 
Score: -5143833.000000 Penalty: 3731.523438
	Iteration 79Q: 3 clusters Score -5143833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 88490 members 
Entering Unmasked Estep 
Score: -5143837.500000 Penalty: 3731.523438
	Iteration 80F: 3 clusters Score -5143838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 88495 members 
Entering Unmasked Estep 
Score: -5143839.000000 Penalty: 3731.523438
	Iteration 81Q: 3 clusters Score -5143839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 88499 members 
Entering Unmasked Estep 
Score: -5143835.500000 Penalty: 3731.523438
	Iteration 82Q: 3 clusters Score -5143836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 88503 members 
Entering Unmasked Estep 
Score: -5143840.000000 Penalty: 3731.523438
	Iteration 83Q: 3 clusters Score -5143840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 88510 members 
Entering Unmasked Estep 
Score: -5143840.000000 Penalty: 3731.523438
	Iteration 84Q: 3 clusters Score -5143840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 88510 members 
Entering Unmasked Estep 
Score: -5143843.500000 Penalty: 3731.523438
	Iteration 85Q: 3 clusters Score -5143844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 88511 members 
Entering Unmasked Estep 
Score: -5143841.500000 Penalty: 3731.523438
	Iteration 86Q: 3 clusters Score -5143842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 88511 members 
Entering Unmasked Estep 
Score: -5143841.500000 Penalty: 3731.523438
	Iteration 87F: 3 clusters Score -5143842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 273771 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 41682 members 
Mstep: Class 5 contains 7348 members 
Mstep: Class 6 contains 12719 members 
Mstep: Class 7 contains 8406 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 36660 members 
Mstep: Class 10 contains 1878 members 
Mstep: Class 11 contains 88511 members 
Mstep: Class 13 contains 13435 members 
Mstep: Class 14 contains 32799 members 
Mstep: Class 15 contains 3245 members 
Mstep: Class 16 contains 24831 members 
Mstep: Class 18 contains 69753 members 
Mstep: Class 21 contains 10474 members 
Mstep: Class 22 contains 52341 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 5062 members 
Entering Unmasked Estep 
Score: -35876288.000000 Penalty: 43791.019531
Splitting cluster 7 changes total score from -35873848.000000 to -35876288.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 8 (3927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Entering Unmasked Estep 
Score: -152843.484375 Penalty: 1344.790039
	Iteration 0F: 2 clusters Score -152843.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -149662.140625 Penalty: 2689.580078
	Iteration 0F: 3 clusters Score -149662.1 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -150726.062500 Penalty: 2689.580078
	Iteration 1F: 3 clusters Score -150726.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -151008.203125 Penalty: 2689.580078
	Iteration 2F: 3 clusters Score -151008.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -151261.140625 Penalty: 2689.580078
	Iteration 3F: 3 clusters Score -151261.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -151439.250000 Penalty: 2689.580078
	Iteration 4F: 3 clusters Score -151439.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -151591.578125 Penalty: 2689.580078
	Iteration 5F: 3 clusters Score -151591.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -151712.562500 Penalty: 2689.580078
	Iteration 6Q: 3 clusters Score -151712.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -151843.734375 Penalty: 2689.580078
	Iteration 7Q: 3 clusters Score -151843.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -151928.937500 Penalty: 2689.580078
	Iteration 8Q: 3 clusters Score -151928.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -151993.421875 Penalty: 2689.580078
	Iteration 9Q: 3 clusters Score -151993.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -152049.796875 Penalty: 2689.580078
	Iteration 10Q: 3 clusters Score -152049.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -152094.187500 Penalty: 2689.580078
	Iteration 11Q: 3 clusters Score -152094.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -152130.828125 Penalty: 2689.580078
	Iteration 12Q: 3 clusters Score -152130.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -152169.968750 Penalty: 2689.580078
	Iteration 13Q: 3 clusters Score -152170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -152193.812500 Penalty: 2689.580078
	Iteration 14Q: 3 clusters Score -152193.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -152216.078125 Penalty: 2689.580078
	Iteration 15Q: 3 clusters Score -152216.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -152244.062500 Penalty: 2689.580078
	Iteration 16Q: 3 clusters Score -152244.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -152294.015625 Penalty: 2689.580078
	Iteration 17Q: 3 clusters Score -152294 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -152372.046875 Penalty: 2689.580078
	Iteration 18Q: 3 clusters Score -152372 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -152526.656250 Penalty: 2689.580078
	Iteration 19Q: 3 clusters Score -152526.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -152716.218750 Penalty: 2689.580078
	Iteration 20F: 3 clusters Score -152716.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -152795.000000 Penalty: 2689.580078
	Iteration 21Q: 3 clusters Score -152795 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -152836.453125 Penalty: 2689.580078
	Iteration 22Q: 3 clusters Score -152836.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -152865.046875 Penalty: 2689.580078
	Iteration 23Q: 3 clusters Score -152865 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -152891.359375 Penalty: 2689.580078
	Iteration 24Q: 3 clusters Score -152891.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -152915.187500 Penalty: 2689.580078
	Iteration 25Q: 3 clusters Score -152915.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -152930.312500 Penalty: 2689.580078
	Iteration 26Q: 3 clusters Score -152930.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -152947.187500 Penalty: 2689.580078
	Iteration 27Q: 3 clusters Score -152947.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -152959.468750 Penalty: 2689.580078
	Iteration 28Q: 3 clusters Score -152959.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -152976.578125 Penalty: 2689.580078
	Iteration 29Q: 3 clusters Score -152976.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -152988.296875 Penalty: 2689.580078
	Iteration 30Q: 3 clusters Score -152988.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -153003.515625 Penalty: 2689.580078
	Iteration 31Q: 3 clusters Score -153003.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -153011.468750 Penalty: 2689.580078
	Iteration 32Q: 3 clusters Score -153011.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -153017.140625 Penalty: 2689.580078
	Iteration 33Q: 3 clusters Score -153017.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -153025.343750 Penalty: 2689.580078
	Iteration 34Q: 3 clusters Score -153025.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -153034.109375 Penalty: 2689.580078
	Iteration 35Q: 3 clusters Score -153034.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -153047.953125 Penalty: 2689.580078
	Iteration 36Q: 3 clusters Score -153048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -153058.171875 Penalty: 2689.580078
	Iteration 37Q: 3 clusters Score -153058.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -153069.140625 Penalty: 2689.580078
	Iteration 38Q: 3 clusters Score -153069.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -153081.984375 Penalty: 2689.580078
	Iteration 39Q: 3 clusters Score -153082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -153099.375000 Penalty: 2689.580078
	Iteration 40F: 3 clusters Score -153099.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -153120.406250 Penalty: 2689.580078
	Iteration 41Q: 3 clusters Score -153120.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -153136.531250 Penalty: 2689.580078
	Iteration 42Q: 3 clusters Score -153136.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -153150.296875 Penalty: 2689.580078
	Iteration 43Q: 3 clusters Score -153150.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -153166.437500 Penalty: 2689.580078
	Iteration 44Q: 3 clusters Score -153166.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -153183.000000 Penalty: 2689.580078
	Iteration 45Q: 3 clusters Score -153183 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -153198.140625 Penalty: 2689.580078
	Iteration 46Q: 3 clusters Score -153198.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -153215.578125 Penalty: 2689.580078
	Iteration 47Q: 3 clusters Score -153215.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -153228.468750 Penalty: 2689.580078
	Iteration 48Q: 3 clusters Score -153228.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -153238.125000 Penalty: 2689.580078
	Iteration 49Q: 3 clusters Score -153238.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -153250.718750 Penalty: 2689.580078
	Iteration 50Q: 3 clusters Score -153250.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -153262.734375 Penalty: 2689.580078
	Iteration 51Q: 3 clusters Score -153262.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -153270.515625 Penalty: 2689.580078
	Iteration 52Q: 3 clusters Score -153270.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -153281.093750 Penalty: 2689.580078
	Iteration 53Q: 3 clusters Score -153281.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -153297.875000 Penalty: 2689.580078
	Iteration 54Q: 3 clusters Score -153297.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -153318.671875 Penalty: 2689.580078
	Iteration 55Q: 3 clusters Score -153318.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -153349.187500 Penalty: 2689.580078
	Iteration 56Q: 3 clusters Score -153349.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -153383.187500 Penalty: 2689.580078
	Iteration 57Q: 3 clusters Score -153383.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -153419.093750 Penalty: 2689.580078
	Iteration 58Q: 3 clusters Score -153419.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -153448.406250 Penalty: 2689.580078
	Iteration 59Q: 3 clusters Score -153448.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -153475.937500 Penalty: 2689.580078
	Iteration 60F: 3 clusters Score -153475.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -153506.125000 Penalty: 2689.580078
	Iteration 61Q: 3 clusters Score -153506.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -153529.109375 Penalty: 2689.580078
	Iteration 62Q: 3 clusters Score -153529.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -153551.515625 Penalty: 2689.580078
	Iteration 63Q: 3 clusters Score -153551.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -153568.734375 Penalty: 2689.580078
	Iteration 64Q: 3 clusters Score -153568.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -153579.359375 Penalty: 2689.580078
	Iteration 65Q: 3 clusters Score -153579.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -153586.125000 Penalty: 2689.580078
	Iteration 66Q: 3 clusters Score -153586.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -153595.500000 Penalty: 2689.580078
	Iteration 67Q: 3 clusters Score -153595.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -153600.921875 Penalty: 2689.580078
	Iteration 68Q: 3 clusters Score -153600.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -153603.687500 Penalty: 2689.580078
	Iteration 69Q: 3 clusters Score -153603.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -153606.484375 Penalty: 2689.580078
	Iteration 70Q: 3 clusters Score -153606.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -153610.390625 Penalty: 2689.580078
	Iteration 71Q: 3 clusters Score -153610.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -153612.125000 Penalty: 2689.580078
	Iteration 72Q: 3 clusters Score -153612.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -153613.328125 Penalty: 2689.580078
	Iteration 73Q: 3 clusters Score -153613.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -153614.437500 Penalty: 2689.580078
	Iteration 74Q: 3 clusters Score -153614.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -153614.437500 Penalty: 2689.580078
	Iteration 75F: 3 clusters Score -153614.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 273771 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 41682 members 
Mstep: Class 5 contains 7348 members 
Mstep: Class 6 contains 12719 members 
Mstep: Class 7 contains 8406 members 
Mstep: Class 8 contains 3098 members 
Mstep: Class 9 contains 36660 members 
Mstep: Class 10 contains 1878 members 
Mstep: Class 11 contains 88511 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 13435 members 
Mstep: Class 14 contains 32799 members 
Mstep: Class 15 contains 3245 members 
Mstep: Class 16 contains 24831 members 
Mstep: Class 18 contains 69753 members 
Mstep: Class 21 contains 10474 members 
Mstep: Class 22 contains 52341 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 5062 members 
Entering Unmasked Estep 
Score: -35876228.000000 Penalty: 45980.570312
Splitting cluster 8 changes total score from -35873848.000000 to -35876228.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 9 (36660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Entering Unmasked Estep 
Score: -1870366.000000 Penalty: 1707.784180
	Iteration 0F: 2 clusters Score -1870366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -1845956.375000 Penalty: 3415.568359
	Iteration 0F: 3 clusters Score -1845956 nChanged 16818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -1857101.875000 Penalty: 3415.568359
	Iteration 1F: 3 clusters Score -1857102 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -1862910.375000 Penalty: 3415.568359
	Iteration 2F: 3 clusters Score -1862910 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -1868269.375000 Penalty: 3415.568359
	Iteration 3F: 3 clusters Score -1868269 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -1873043.625000 Penalty: 3415.568359
	Iteration 4F: 3 clusters Score -1873044 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -1876668.125000 Penalty: 3415.568359
	Iteration 5F: 3 clusters Score -1876668 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -1878690.875000 Penalty: 3415.568359
	Iteration 6Q: 3 clusters Score -1878691 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -1880443.125000 Penalty: 3415.568359
	Iteration 7Q: 3 clusters Score -1880443 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -1882450.625000 Penalty: 3415.568359
	Iteration 8Q: 3 clusters Score -1882451 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -1882615.125000 Penalty: 3415.568359
	Iteration 9Q: 3 clusters Score -1882615 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -1882636.500000 Penalty: 3415.568359
	Iteration 10Q: 3 clusters Score -1882636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -1882648.750000 Penalty: 3415.568359
	Iteration 11Q: 3 clusters Score -1882649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -1882648.375000 Penalty: 3415.568359
	Iteration 12Q: 3 clusters Score -1882648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -1882649.625000 Penalty: 3415.568359
	Iteration 13Q: 3 clusters Score -1882650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -1882653.750000 Penalty: 3415.568359
	Iteration 14Q: 3 clusters Score -1882654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -1882653.000000 Penalty: 3415.568359
	Iteration 15Q: 3 clusters Score -1882653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -1882651.875000 Penalty: 3415.568359
	Iteration 16Q: 3 clusters Score -1882652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -1882650.875000 Penalty: 3415.568359
	Iteration 17Q: 3 clusters Score -1882651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -1882648.000000 Penalty: 3415.568359
	Iteration 18Q: 3 clusters Score -1882648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -1882648.000000 Penalty: 3415.568359
	Iteration 19F: 3 clusters Score -1882648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 273771 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 41682 members 
Mstep: Class 5 contains 7348 members 
Mstep: Class 6 contains 12719 members 
Mstep: Class 7 contains 8406 members 
Mstep: Class 8 contains 3098 members 
Mstep: Class 9 contains 3110 members 
Mstep: Class 10 contains 1878 members 
Mstep: Class 11 contains 88511 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 13435 members 
Mstep: Class 14 contains 32799 members 
Mstep: Class 15 contains 3245 members 
Mstep: Class 16 contains 24831 members 
Mstep: Class 17 contains 33550 members 
Mstep: Class 18 contains 69753 members 
Mstep: Class 21 contains 10474 members 
Mstep: Class 22 contains 52341 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 5062 members 
Entering Unmasked Estep 
Score: -35887976.000000 Penalty: 48170.121094
Splitting cluster 9 changes total score from -35873848.000000 to -35887976.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 10 (1878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Entering Unmasked Estep 
Score: -100895.015625 Penalty: 1224.918945
	Iteration 0F: 2 clusters Score -100895 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 955 members 
Entering Unmasked Estep 
Score: -98875.601562 Penalty: 2449.837891
	Iteration 0F: 3 clusters Score -98875.6 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -99304.367188 Penalty: 2449.837891
	Iteration 1F: 3 clusters Score -99304.37 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -99416.171875 Penalty: 2449.837891
	Iteration 2F: 3 clusters Score -99416.17 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -99502.960938 Penalty: 2449.837891
	Iteration 3Q: 3 clusters Score -99502.96 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -99561.226562 Penalty: 2449.837891
	Iteration 4Q: 3 clusters Score -99561.23 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -99597.156250 Penalty: 2449.837891
	Iteration 5Q: 3 clusters Score -99597.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -99624.882812 Penalty: 2449.837891
	Iteration 6Q: 3 clusters Score -99624.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -99644.632812 Penalty: 2449.837891
	Iteration 7Q: 3 clusters Score -99644.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -99664.820312 Penalty: 2449.837891
	Iteration 8Q: 3 clusters Score -99664.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -99685.937500 Penalty: 2449.837891
	Iteration 9Q: 3 clusters Score -99685.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -99701.742188 Penalty: 2449.837891
	Iteration 10Q: 3 clusters Score -99701.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -99714.398438 Penalty: 2449.837891
	Iteration 11Q: 3 clusters Score -99714.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -99728.734375 Penalty: 2449.837891
	Iteration 12Q: 3 clusters Score -99728.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -99737.992188 Penalty: 2449.837891
	Iteration 13Q: 3 clusters Score -99737.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -99746.203125 Penalty: 2449.837891
	Iteration 14Q: 3 clusters Score -99746.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -99753.734375 Penalty: 2449.837891
	Iteration 15Q: 3 clusters Score -99753.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -99760.023438 Penalty: 2449.837891
	Iteration 16Q: 3 clusters Score -99760.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -99767.398438 Penalty: 2449.837891
	Iteration 17Q: 3 clusters Score -99767.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -99773.562500 Penalty: 2449.837891
	Iteration 18Q: 3 clusters Score -99773.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -99781.906250 Penalty: 2449.837891
	Iteration 19Q: 3 clusters Score -99781.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -99789.648438 Penalty: 2449.837891
	Iteration 20F: 3 clusters Score -99789.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -99796.765625 Penalty: 2449.837891
	Iteration 21Q: 3 clusters Score -99796.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -99803.570312 Penalty: 2449.837891
	Iteration 22Q: 3 clusters Score -99803.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -99811.445312 Penalty: 2449.837891
	Iteration 23Q: 3 clusters Score -99811.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -99818.671875 Penalty: 2449.837891
	Iteration 24Q: 3 clusters Score -99818.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -99825.062500 Penalty: 2449.837891
	Iteration 25Q: 3 clusters Score -99825.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -99832.585938 Penalty: 2449.837891
	Iteration 26Q: 3 clusters Score -99832.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -99838.226562 Penalty: 2449.837891
	Iteration 27Q: 3 clusters Score -99838.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -99841.226562 Penalty: 2449.837891
	Iteration 28Q: 3 clusters Score -99841.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -99844.460938 Penalty: 2449.837891
	Iteration 29Q: 3 clusters Score -99844.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -99846.140625 Penalty: 2449.837891
	Iteration 30Q: 3 clusters Score -99846.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -99846.531250 Penalty: 2449.837891
	Iteration 31Q: 3 clusters Score -99846.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -99846.531250 Penalty: 2449.837891
	Iteration 32F: 3 clusters Score -99846.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Entering Unmasked Estep 
Score: -682517.125000 Penalty: 1544.662964
	Iteration 0F: 2 clusters Score -682517.1 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 6728 members 
Entering Unmasked Estep 
Score: -673306.125000 Penalty: 3089.325928
	Iteration 0F: 3 clusters Score -673306.1 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -676333.812500 Penalty: 3089.325928
	Iteration 1F: 3 clusters Score -676333.8 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -676633.687500 Penalty: 3089.325928
	Iteration 2F: 3 clusters Score -676633.7 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -676910.687500 Penalty: 3089.325928
	Iteration 3F: 3 clusters Score -676910.7 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -677181.812500 Penalty: 3089.325928
	Iteration 4Q: 3 clusters Score -677181.8 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -677455.000000 Penalty: 3089.325928
	Iteration 5Q: 3 clusters Score -677455 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -677784.187500 Penalty: 3089.325928
	Iteration 6Q: 3 clusters Score -677784.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -678199.187500 Penalty: 3089.325928
	Iteration 7Q: 3 clusters Score -678199.2 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -678702.812500 Penalty: 3089.325928
	Iteration 8F: 3 clusters Score -678702.8 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -679353.562500 Penalty: 3089.325928
	Iteration 9F: 3 clusters Score -679353.6 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -679973.375000 Penalty: 3089.325928
	Iteration 10F: 3 clusters Score -679973.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -680458.500000 Penalty: 3089.325928
	Iteration 11Q: 3 clusters Score -680458.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -680785.500000 Penalty: 3089.325928
	Iteration 12Q: 3 clusters Score -680785.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -681006.875000 Penalty: 3089.325928
	Iteration 13Q: 3 clusters Score -681006.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -681142.750000 Penalty: 3089.325928
	Iteration 14Q: 3 clusters Score -681142.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -681236.687500 Penalty: 3089.325928
	Iteration 15Q: 3 clusters Score -681236.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -681299.312500 Penalty: 3089.325928
	Iteration 16Q: 3 clusters Score -681299.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -681350.812500 Penalty: 3089.325928
	Iteration 17Q: 3 clusters Score -681350.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -681390.500000 Penalty: 3089.325928
	Iteration 18Q: 3 clusters Score -681390.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -681426.437500 Penalty: 3089.325928
	Iteration 19Q: 3 clusters Score -681426.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -681456.937500 Penalty: 3089.325928
	Iteration 20F: 3 clusters Score -681456.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -681484.625000 Penalty: 3089.325928
	Iteration 21Q: 3 clusters Score -681484.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -681502.062500 Penalty: 3089.325928
	Iteration 22Q: 3 clusters Score -681502.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -681517.250000 Penalty: 3089.325928
	Iteration 23Q: 3 clusters Score -681517.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -681533.000000 Penalty: 3089.325928
	Iteration 24Q: 3 clusters Score -681533 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -681554.437500 Penalty: 3089.325928
	Iteration 25Q: 3 clusters Score -681554.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -681576.000000 Penalty: 3089.325928
	Iteration 26Q: 3 clusters Score -681576 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -681586.125000 Penalty: 3089.325928
	Iteration 27Q: 3 clusters Score -681586.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -681595.000000 Penalty: 3089.325928
	Iteration 28Q: 3 clusters Score -681595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -681597.562500 Penalty: 3089.325928
	Iteration 29Q: 3 clusters Score -681597.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -681601.250000 Penalty: 3089.325928
	Iteration 30Q: 3 clusters Score -681601.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -681604.312500 Penalty: 3089.325928
	Iteration 31Q: 3 clusters Score -681604.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -681607.062500 Penalty: 3089.325928
	Iteration 32Q: 3 clusters Score -681607.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -681609.375000 Penalty: 3089.325928
	Iteration 33Q: 3 clusters Score -681609.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -681612.250000 Penalty: 3089.325928
	Iteration 34Q: 3 clusters Score -681612.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -681612.750000 Penalty: 3089.325928
	Iteration 35Q: 3 clusters Score -681612.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -681615.500000 Penalty: 3089.325928
	Iteration 36Q: 3 clusters Score -681615.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -681618.375000 Penalty: 3089.325928
	Iteration 37Q: 3 clusters Score -681618.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -681621.875000 Penalty: 3089.325928
	Iteration 38Q: 3 clusters Score -681621.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -681626.125000 Penalty: 3089.325928
	Iteration 39Q: 3 clusters Score -681626.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -681630.250000 Penalty: 3089.325928
	Iteration 40F: 3 clusters Score -681630.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -681632.812500 Penalty: 3089.325928
	Iteration 41Q: 3 clusters Score -681632.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -681636.375000 Penalty: 3089.325928
	Iteration 42Q: 3 clusters Score -681636.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -681641.500000 Penalty: 3089.325928
	Iteration 43Q: 3 clusters Score -681641.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -681644.812500 Penalty: 3089.325928
	Iteration 44Q: 3 clusters Score -681644.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -681647.250000 Penalty: 3089.325928
	Iteration 45Q: 3 clusters Score -681647.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -681652.562500 Penalty: 3089.325928
	Iteration 46Q: 3 clusters Score -681652.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -681654.625000 Penalty: 3089.325928
	Iteration 47Q: 3 clusters Score -681654.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -681658.187500 Penalty: 3089.325928
	Iteration 48Q: 3 clusters Score -681658.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -681658.312500 Penalty: 3089.325928
	Iteration 49Q: 3 clusters Score -681658.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -681660.937500 Penalty: 3089.325928
	Iteration 50Q: 3 clusters Score -681660.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -681662.125000 Penalty: 3089.325928
	Iteration 51Q: 3 clusters Score -681662.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -681662.312500 Penalty: 3089.325928
	Iteration 52Q: 3 clusters Score -681662.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -681663.687500 Penalty: 3089.325928
	Iteration 53Q: 3 clusters Score -681663.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -681664.000000 Penalty: 3089.325928
	Iteration 54Q: 3 clusters Score -681664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -681664.000000 Penalty: 3089.325928
	Iteration 55Q: 3 clusters Score -681664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -681666.187500 Penalty: 3089.325928
	Iteration 56Q: 3 clusters Score -681666.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -681668.125000 Penalty: 3089.325928
	Iteration 57Q: 3 clusters Score -681668.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -681670.437500 Penalty: 3089.325928
	Iteration 58Q: 3 clusters Score -681670.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -681669.312500 Penalty: 3089.325928
	Iteration 59Q: 3 clusters Score -681669.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -681669.375000 Penalty: 3089.325928
	Iteration 60F: 3 clusters Score -681669.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Entering Unmasked Estep 
Score: -1671218.625000 Penalty: 1689.699951
	Iteration 0F: 2 clusters Score -1671219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -1649359.000000 Penalty: 3379.399902
	Iteration 0F: 3 clusters Score -1649359 nChanged 15080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -1658194.875000 Penalty: 3379.399902
	Iteration 1F: 3 clusters Score -1658195 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -1659237.500000 Penalty: 3379.399902
	Iteration 2F: 3 clusters Score -1659238 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -1660433.125000 Penalty: 3379.399902
	Iteration 3F: 3 clusters Score -1660433 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -1661729.250000 Penalty: 3379.399902
	Iteration 4F: 3 clusters Score -1661729 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -1663145.375000 Penalty: 3379.399902
	Iteration 5F: 3 clusters Score -1663145 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -1664549.125000 Penalty: 3379.399902
	Iteration 6F: 3 clusters Score -1664549 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -1665844.375000 Penalty: 3379.399902
	Iteration 7F: 3 clusters Score -1665844 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -1667036.625000 Penalty: 3379.399902
	Iteration 8F: 3 clusters Score -1667037 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -1668219.000000 Penalty: 3379.399902
	Iteration 9Q: 3 clusters Score -1668219 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -1669187.375000 Penalty: 3379.399902
	Iteration 10Q: 3 clusters Score -1669187 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -1669867.250000 Penalty: 3379.399902
	Iteration 11Q: 3 clusters Score -1669867 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -1670329.750000 Penalty: 3379.399902
	Iteration 12Q: 3 clusters Score -1670330 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -1670625.875000 Penalty: 3379.399902
	Iteration 13Q: 3 clusters Score -1670626 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -1670855.625000 Penalty: 3379.399902
	Iteration 14Q: 3 clusters Score -1670856 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -1671022.625000 Penalty: 3379.399902
	Iteration 15Q: 3 clusters Score -1671023 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -1671144.625000 Penalty: 3379.399902
	Iteration 16Q: 3 clusters Score -1671145 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -1671228.000000 Penalty: 3379.399902
	Iteration 17Q: 3 clusters Score -1671228 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -1671288.125000 Penalty: 3379.399902
	Iteration 18Q: 3 clusters Score -1671288 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -1671316.125000 Penalty: 3379.399902
	Iteration 19Q: 3 clusters Score -1671316 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -1671345.500000 Penalty: 3379.399902
	Iteration 20F: 3 clusters Score -1671346 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -1671383.875000 Penalty: 3379.399902
	Iteration 21Q: 3 clusters Score -1671384 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -1671407.750000 Penalty: 3379.399902
	Iteration 22Q: 3 clusters Score -1671408 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -1671419.250000 Penalty: 3379.399902
	Iteration 23Q: 3 clusters Score -1671419 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -1671427.250000 Penalty: 3379.399902
	Iteration 24Q: 3 clusters Score -1671427 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -1671438.875000 Penalty: 3379.399902
	Iteration 25Q: 3 clusters Score -1671439 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -1671440.875000 Penalty: 3379.399902
	Iteration 26Q: 3 clusters Score -1671441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -1671448.875000 Penalty: 3379.399902
	Iteration 27Q: 3 clusters Score -1671449 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -1671450.625000 Penalty: 3379.399902
	Iteration 28Q: 3 clusters Score -1671451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -1671451.750000 Penalty: 3379.399902
	Iteration 29Q: 3 clusters Score -1671452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -1671455.750000 Penalty: 3379.399902
	Iteration 30Q: 3 clusters Score -1671456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -1671457.875000 Penalty: 3379.399902
	Iteration 31Q: 3 clusters Score -1671458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -1671463.000000 Penalty: 3379.399902
	Iteration 32Q: 3 clusters Score -1671463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -1671456.000000 Penalty: 3379.399902
	Iteration 33Q: 3 clusters Score -1671456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -1671453.875000 Penalty: 3379.399902
	Iteration 34Q: 3 clusters Score -1671454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -1671457.375000 Penalty: 3379.399902
	Iteration 35Q: 3 clusters Score -1671457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -1671462.625000 Penalty: 3379.399902
	Iteration 36Q: 3 clusters Score -1671463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -1671465.875000 Penalty: 3379.399902
	Iteration 37Q: 3 clusters Score -1671466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -1671465.500000 Penalty: 3379.399902
	Iteration 38Q: 3 clusters Score -1671466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -1671466.750000 Penalty: 3379.399902
	Iteration 39Q: 3 clusters Score -1671467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -1671466.125000 Penalty: 3379.399902
	Iteration 40F: 3 clusters Score -1671466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -1671465.125000 Penalty: 3379.399902
	Iteration 41Q: 3 clusters Score -1671465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -1671468.125000 Penalty: 3379.399902
	Iteration 42Q: 3 clusters Score -1671468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -1671467.000000 Penalty: 3379.399902
	Iteration 43Q: 3 clusters Score -1671467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -1671472.250000 Penalty: 3379.399902
	Iteration 44Q: 3 clusters Score -1671472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -1671471.375000 Penalty: 3379.399902
	Iteration 45Q: 3 clusters Score -1671471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -1671470.000000 Penalty: 3379.399902
	Iteration 46Q: 3 clusters Score -1671470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -1671473.500000 Penalty: 3379.399902
	Iteration 47Q: 3 clusters Score -1671474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -1671470.125000 Penalty: 3379.399902
	Iteration 48Q: 3 clusters Score -1671470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -1671471.875000 Penalty: 3379.399902
	Iteration 49Q: 3 clusters Score -1671472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -1671470.625000 Penalty: 3379.399902
	Iteration 50Q: 3 clusters Score -1671471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -1671471.500000 Penalty: 3379.399902
	Iteration 51Q: 3 clusters Score -1671472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -1671472.375000 Penalty: 3379.399902
	Iteration 52Q: 3 clusters Score -1671472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -1671472.500000 Penalty: 3379.399902
	Iteration 53Q: 3 clusters Score -1671472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -1671472.250000 Penalty: 3379.399902
	Iteration 54Q: 3 clusters Score -1671472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -1671476.000000 Penalty: 3379.399902
	Iteration 55Q: 3 clusters Score -1671476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -1671474.875000 Penalty: 3379.399902
	Iteration 56Q: 3 clusters Score -1671475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -1671474.875000 Penalty: 3379.399902
	Iteration 57Q: 3 clusters Score -1671475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -1671471.625000 Penalty: 3379.399902
	Iteration 58Q: 3 clusters Score -1671472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -1671476.000000 Penalty: 3379.399902
	Iteration 59Q: 3 clusters Score -1671476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -1671481.750000 Penalty: 3379.399902
	Iteration 60F: 3 clusters Score -1671482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -1671483.125000 Penalty: 3379.399902
	Iteration 61Q: 3 clusters Score -1671483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -1671482.500000 Penalty: 3379.399902
	Iteration 62Q: 3 clusters Score -1671482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -1671483.250000 Penalty: 3379.399902
	Iteration 63Q: 3 clusters Score -1671483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -1671481.125000 Penalty: 3379.399902
	Iteration 64Q: 3 clusters Score -1671481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -1671480.000000 Penalty: 3379.399902
	Iteration 65Q: 3 clusters Score -1671480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -1671485.625000 Penalty: 3379.399902
	Iteration 66Q: 3 clusters Score -1671486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -1671479.875000 Penalty: 3379.399902
	Iteration 67Q: 3 clusters Score -1671480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -1671482.625000 Penalty: 3379.399902
	Iteration 68Q: 3 clusters Score -1671483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -1671486.000000 Penalty: 3379.399902
	Iteration 69Q: 3 clusters Score -1671486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -1671485.375000 Penalty: 3379.399902
	Iteration 70Q: 3 clusters Score -1671485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -1671485.875000 Penalty: 3379.399902
	Iteration 71Q: 3 clusters Score -1671486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -1671488.500000 Penalty: 3379.399902
	Iteration 72Q: 3 clusters Score -1671488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -1671491.000000 Penalty: 3379.399902
	Iteration 73Q: 3 clusters Score -1671491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -1671488.750000 Penalty: 3379.399902
	Iteration 74Q: 3 clusters Score -1671489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -1671491.125000 Penalty: 3379.399902
	Iteration 75Q: 3 clusters Score -1671491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -1671490.000000 Penalty: 3379.399902
	Iteration 76Q: 3 clusters Score -1671490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -1671496.625000 Penalty: 3379.399902
	Iteration 77Q: 3 clusters Score -1671497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -1671496.000000 Penalty: 3379.399902
	Iteration 78Q: 3 clusters Score -1671496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -1671497.250000 Penalty: 3379.399902
	Iteration 79Q: 3 clusters Score -1671497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -1671499.500000 Penalty: 3379.399902
	Iteration 80F: 3 clusters Score -1671500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -1671502.125000 Penalty: 3379.399902
	Iteration 81Q: 3 clusters Score -1671502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -1671497.125000 Penalty: 3379.399902
	Iteration 82Q: 3 clusters Score -1671497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -1671494.500000 Penalty: 3379.399902
	Iteration 83Q: 3 clusters Score -1671494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -1671498.750000 Penalty: 3379.399902
	Iteration 84Q: 3 clusters Score -1671499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -1671498.000000 Penalty: 3379.399902
	Iteration 85Q: 3 clusters Score -1671498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -1671499.250000 Penalty: 3379.399902
	Iteration 86Q: 3 clusters Score -1671499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -1671500.625000 Penalty: 3379.399902
	Iteration 87Q: 3 clusters Score -1671501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -1671502.625000 Penalty: 3379.399902
	Iteration 88Q: 3 clusters Score -1671503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -1671504.125000 Penalty: 3379.399902
	Iteration 89Q: 3 clusters Score -1671504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -1671506.500000 Penalty: 3379.399902
	Iteration 90Q: 3 clusters Score -1671506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -1671505.500000 Penalty: 3379.399902
	Iteration 91Q: 3 clusters Score -1671506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -1671506.625000 Penalty: 3379.399902
	Iteration 92Q: 3 clusters Score -1671507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -1671506.250000 Penalty: 3379.399902
	Iteration 93Q: 3 clusters Score -1671506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -1671508.375000 Penalty: 3379.399902
	Iteration 94Q: 3 clusters Score -1671508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -1671508.375000 Penalty: 3379.399902
	Iteration 95Q: 3 clusters Score -1671508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -1671508.375000 Penalty: 3379.399902
	Iteration 96F: 3 clusters Score -1671508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 273771 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 41682 members 
Mstep: Class 5 contains 7348 members 
Mstep: Class 6 contains 12719 members 
Mstep: Class 7 contains 8406 members 
Mstep: Class 8 contains 3098 members 
Mstep: Class 9 contains 3110 members 
Mstep: Class 10 contains 1878 members 
Mstep: Class 11 contains 88511 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 13435 members 
Mstep: Class 14 contains 3029 members 
Mstep: Class 15 contains 3245 members 
Mstep: Class 16 contains 24831 members 
Mstep: Class 17 contains 33550 members 
Mstep: Class 18 contains 69753 members 
Mstep: Class 19 contains 29770 members 
Mstep: Class 21 contains 10474 members 
Mstep: Class 22 contains 52341 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 5062 members 
Entering Unmasked Estep 
Score: -35887644.000000 Penalty: 50359.671875
Splitting cluster 14 changes total score from -35873848.000000 to -35887644.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 15 (3245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Entering Unmasked Estep 
Score: -174950.859375 Penalty: 1313.791382
	Iteration 0F: 2 clusters Score -174950.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -172069.687500 Penalty: 2627.582764
	Iteration 0F: 3 clusters Score -172069.7 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -172794.968750 Penalty: 2627.582764
	Iteration 1F: 3 clusters Score -172795 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -172913.109375 Penalty: 2627.582764
	Iteration 2F: 3 clusters Score -172913.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -172977.750000 Penalty: 2627.582764
	Iteration 3Q: 3 clusters Score -172977.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -173018.625000 Penalty: 2627.582764
	Iteration 4Q: 3 clusters Score -173018.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -173046.265625 Penalty: 2627.582764
	Iteration 5Q: 3 clusters Score -173046.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -173067.468750 Penalty: 2627.582764
	Iteration 6Q: 3 clusters Score -173067.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -173077.125000 Penalty: 2627.582764
	Iteration 7Q: 3 clusters Score -173077.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -173083.296875 Penalty: 2627.582764
	Iteration 8Q: 3 clusters Score -173083.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -173088.781250 Penalty: 2627.582764
	Iteration 9Q: 3 clusters Score -173088.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -173093.218750 Penalty: 2627.582764
	Iteration 10Q: 3 clusters Score -173093.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -173097.062500 Penalty: 2627.582764
	Iteration 11Q: 3 clusters Score -173097.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -173100.140625 Penalty: 2627.582764
	Iteration 12Q: 3 clusters Score -173100.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -173104.015625 Penalty: 2627.582764
	Iteration 13Q: 3 clusters Score -173104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -173106.000000 Penalty: 2627.582764
	Iteration 14Q: 3 clusters Score -173106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -173108.406250 Penalty: 2627.582764
	Iteration 15Q: 3 clusters Score -173108.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -173111.828125 Penalty: 2627.582764
	Iteration 16Q: 3 clusters Score -173111.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -173114.093750 Penalty: 2627.582764
	Iteration 17Q: 3 clusters Score -173114.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -173116.078125 Penalty: 2627.582764
	Iteration 18Q: 3 clusters Score -173116.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -173119.328125 Penalty: 2627.582764
	Iteration 19Q: 3 clusters Score -173119.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -173120.750000 Penalty: 2627.582764
	Iteration 20F: 3 clusters Score -173120.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -173122.171875 Penalty: 2627.582764
	Iteration 21Q: 3 clusters Score -173122.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -173123.671875 Penalty: 2627.582764
	Iteration 22Q: 3 clusters Score -173123.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -173125.984375 Penalty: 2627.582764
	Iteration 23Q: 3 clusters Score -173126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -173127.812500 Penalty: 2627.582764
	Iteration 24Q: 3 clusters Score -173127.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -173131.656250 Penalty: 2627.582764
	Iteration 25Q: 3 clusters Score -173131.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -173134.875000 Penalty: 2627.582764
	Iteration 26Q: 3 clusters Score -173134.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -173139.812500 Penalty: 2627.582764
	Iteration 27Q: 3 clusters Score -173139.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -173146.312500 Penalty: 2627.582764
	Iteration 28Q: 3 clusters Score -173146.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -173154.171875 Penalty: 2627.582764
	Iteration 29Q: 3 clusters Score -173154.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -173162.656250 Penalty: 2627.582764
	Iteration 30Q: 3 clusters Score -173162.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -173170.906250 Penalty: 2627.582764
	Iteration 31Q: 3 clusters Score -173170.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -173184.703125 Penalty: 2627.582764
	Iteration 32Q: 3 clusters Score -173184.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -173197.625000 Penalty: 2627.582764
	Iteration 33Q: 3 clusters Score -173197.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -173211.296875 Penalty: 2627.582764
	Iteration 34Q: 3 clusters Score -173211.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -173220.796875 Penalty: 2627.582764
	Iteration 35Q: 3 clusters Score -173220.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -173227.406250 Penalty: 2627.582764
	Iteration 36Q: 3 clusters Score -173227.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -173232.609375 Penalty: 2627.582764
	Iteration 37Q: 3 clusters Score -173232.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -173237.359375 Penalty: 2627.582764
	Iteration 38Q: 3 clusters Score -173237.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -173242.062500 Penalty: 2627.582764
	Iteration 39Q: 3 clusters Score -173242.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -173246.296875 Penalty: 2627.582764
	Iteration 40F: 3 clusters Score -173246.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -173252.859375 Penalty: 2627.582764
	Iteration 41Q: 3 clusters Score -173252.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -173259.515625 Penalty: 2627.582764
	Iteration 42Q: 3 clusters Score -173259.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -173266.921875 Penalty: 2627.582764
	Iteration 43Q: 3 clusters Score -173266.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -173276.156250 Penalty: 2627.582764
	Iteration 44Q: 3 clusters Score -173276.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -173283.875000 Penalty: 2627.582764
	Iteration 45Q: 3 clusters Score -173283.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -173290.812500 Penalty: 2627.582764
	Iteration 46Q: 3 clusters Score -173290.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -173296.687500 Penalty: 2627.582764
	Iteration 47Q: 3 clusters Score -173296.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -173300.328125 Penalty: 2627.582764
	Iteration 48Q: 3 clusters Score -173300.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -173304.890625 Penalty: 2627.582764
	Iteration 49Q: 3 clusters Score -173304.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -173310.421875 Penalty: 2627.582764
	Iteration 50Q: 3 clusters Score -173310.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -173316.109375 Penalty: 2627.582764
	Iteration 51Q: 3 clusters Score -173316.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -173322.593750 Penalty: 2627.582764
	Iteration 52Q: 3 clusters Score -173322.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -173330.171875 Penalty: 2627.582764
	Iteration 53Q: 3 clusters Score -173330.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -173335.265625 Penalty: 2627.582764
	Iteration 54Q: 3 clusters Score -173335.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -173341.843750 Penalty: 2627.582764
	Iteration 55Q: 3 clusters Score -173341.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -173347.921875 Penalty: 2627.582764
	Iteration 56Q: 3 clusters Score -173347.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -173357.546875 Penalty: 2627.582764
	Iteration 57Q: 3 clusters Score -173357.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -173367.500000 Penalty: 2627.582764
	Iteration 58Q: 3 clusters Score -173367.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -173377.531250 Penalty: 2627.582764
	Iteration 59Q: 3 clusters Score -173377.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -173387.218750 Penalty: 2627.582764
	Iteration 60F: 3 clusters Score -173387.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -173398.312500 Penalty: 2627.582764
	Iteration 61Q: 3 clusters Score -173398.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -173406.859375 Penalty: 2627.582764
	Iteration 62Q: 3 clusters Score -173406.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -173418.859375 Penalty: 2627.582764
	Iteration 63Q: 3 clusters Score -173418.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -173436.265625 Penalty: 2627.582764
	Iteration 64Q: 3 clusters Score -173436.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -173462.250000 Penalty: 2627.582764
	Iteration 65Q: 3 clusters Score -173462.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -173494.859375 Penalty: 2627.582764
	Iteration 66Q: 3 clusters Score -173494.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -173521.453125 Penalty: 2627.582764
	Iteration 67Q: 3 clusters Score -173521.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -173550.343750 Penalty: 2627.582764
	Iteration 68Q: 3 clusters Score -173550.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -173571.953125 Penalty: 2627.582764
	Iteration 69Q: 3 clusters Score -173572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -173591.390625 Penalty: 2627.582764
	Iteration 70Q: 3 clusters Score -173591.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -173612.312500 Penalty: 2627.582764
	Iteration 71Q: 3 clusters Score -173612.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -173634.296875 Penalty: 2627.582764
	Iteration 72Q: 3 clusters Score -173634.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -173650.015625 Penalty: 2627.582764
	Iteration 73Q: 3 clusters Score -173650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -173662.687500 Penalty: 2627.582764
	Iteration 74Q: 3 clusters Score -173662.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -173674.609375 Penalty: 2627.582764
	Iteration 75Q: 3 clusters Score -173674.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -173685.437500 Penalty: 2627.582764
	Iteration 76Q: 3 clusters Score -173685.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -173698.609375 Penalty: 2627.582764
	Iteration 77Q: 3 clusters Score -173698.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -173706.296875 Penalty: 2627.582764
	Iteration 78Q: 3 clusters Score -173706.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -173709.906250 Penalty: 2627.582764
	Iteration 79Q: 3 clusters Score -173709.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -173715.250000 Penalty: 2627.582764
	Iteration 80F: 3 clusters Score -173715.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -173723.421875 Penalty: 2627.582764
	Iteration 81Q: 3 clusters Score -173723.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -173727.781250 Penalty: 2627.582764
	Iteration 82Q: 3 clusters Score -173727.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -173730.531250 Penalty: 2627.582764
	Iteration 83Q: 3 clusters Score -173730.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -173731.906250 Penalty: 2627.582764
	Iteration 84Q: 3 clusters Score -173731.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -173734.625000 Penalty: 2627.582764
	Iteration 85Q: 3 clusters Score -173734.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -173736.312500 Penalty: 2627.582764
	Iteration 86Q: 3 clusters Score -173736.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -173738.312500 Penalty: 2627.582764
	Iteration 87Q: 3 clusters Score -173738.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -173740.312500 Penalty: 2627.582764
	Iteration 88Q: 3 clusters Score -173740.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -173741.828125 Penalty: 2627.582764
	Iteration 89Q: 3 clusters Score -173741.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -173743.953125 Penalty: 2627.582764
	Iteration 90Q: 3 clusters Score -173744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -173744.343750 Penalty: 2627.582764
	Iteration 91Q: 3 clusters Score -173744.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -173744.343750 Penalty: 2627.582764
	Iteration 92F: 3 clusters Score -173744.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Entering Unmasked Estep 
Score: -1329756.500000 Penalty: 1644.475342
	Iteration 0F: 2 clusters Score -1329756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1312959.625000 Penalty: 3288.950684
	Iteration 0F: 3 clusters Score -1312960 nChanged 11351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1319402.000000 Penalty: 3288.950684
	Iteration 1F: 3 clusters Score -1319402 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1319995.500000 Penalty: 3288.950684
	Iteration 2F: 3 clusters Score -1319996 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1320674.750000 Penalty: 3288.950684
	Iteration 3F: 3 clusters Score -1320675 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1321462.875000 Penalty: 3288.950684
	Iteration 4F: 3 clusters Score -1321463 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1322408.125000 Penalty: 3288.950684
	Iteration 5F: 3 clusters Score -1322408 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1323412.625000 Penalty: 3288.950684
	Iteration 6F: 3 clusters Score -1323413 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1324308.750000 Penalty: 3288.950684
	Iteration 7F: 3 clusters Score -1324309 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1325276.625000 Penalty: 3288.950684
	Iteration 8Q: 3 clusters Score -1325277 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1326215.500000 Penalty: 3288.950684
	Iteration 9Q: 3 clusters Score -1326216 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1327007.625000 Penalty: 3288.950684
	Iteration 10Q: 3 clusters Score -1327008 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1327516.000000 Penalty: 3288.950684
	Iteration 11Q: 3 clusters Score -1327516 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1327810.000000 Penalty: 3288.950684
	Iteration 12Q: 3 clusters Score -1327810 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1328023.250000 Penalty: 3288.950684
	Iteration 13Q: 3 clusters Score -1328023 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1328164.375000 Penalty: 3288.950684
	Iteration 14Q: 3 clusters Score -1328164 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1328289.375000 Penalty: 3288.950684
	Iteration 15Q: 3 clusters Score -1328289 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1328402.375000 Penalty: 3288.950684
	Iteration 16Q: 3 clusters Score -1328402 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1328477.875000 Penalty: 3288.950684
	Iteration 17Q: 3 clusters Score -1328478 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1328549.250000 Penalty: 3288.950684
	Iteration 18Q: 3 clusters Score -1328549 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1328616.125000 Penalty: 3288.950684
	Iteration 19Q: 3 clusters Score -1328616 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1328675.625000 Penalty: 3288.950684
	Iteration 20F: 3 clusters Score -1328676 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1328746.750000 Penalty: 3288.950684
	Iteration 21Q: 3 clusters Score -1328747 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1328810.375000 Penalty: 3288.950684
	Iteration 22Q: 3 clusters Score -1328810 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1328861.625000 Penalty: 3288.950684
	Iteration 23Q: 3 clusters Score -1328862 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1328901.750000 Penalty: 3288.950684
	Iteration 24Q: 3 clusters Score -1328902 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1328931.250000 Penalty: 3288.950684
	Iteration 25Q: 3 clusters Score -1328931 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1328945.000000 Penalty: 3288.950684
	Iteration 26Q: 3 clusters Score -1328945 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1328974.125000 Penalty: 3288.950684
	Iteration 27Q: 3 clusters Score -1328974 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1328990.250000 Penalty: 3288.950684
	Iteration 28Q: 3 clusters Score -1328990 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1329003.125000 Penalty: 3288.950684
	Iteration 29Q: 3 clusters Score -1329003 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1329009.750000 Penalty: 3288.950684
	Iteration 30Q: 3 clusters Score -1329010 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1329017.875000 Penalty: 3288.950684
	Iteration 31Q: 3 clusters Score -1329018 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1329020.125000 Penalty: 3288.950684
	Iteration 32Q: 3 clusters Score -1329020 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1329021.875000 Penalty: 3288.950684
	Iteration 33Q: 3 clusters Score -1329022 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1329023.125000 Penalty: 3288.950684
	Iteration 34Q: 3 clusters Score -1329023 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1329031.875000 Penalty: 3288.950684
	Iteration 35Q: 3 clusters Score -1329032 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1329038.375000 Penalty: 3288.950684
	Iteration 36Q: 3 clusters Score -1329038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1329039.625000 Penalty: 3288.950684
	Iteration 37Q: 3 clusters Score -1329040 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1329046.750000 Penalty: 3288.950684
	Iteration 38Q: 3 clusters Score -1329047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1329049.750000 Penalty: 3288.950684
	Iteration 39Q: 3 clusters Score -1329050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1329052.250000 Penalty: 3288.950684
	Iteration 40F: 3 clusters Score -1329052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1329051.875000 Penalty: 3288.950684
	Iteration 41Q: 3 clusters Score -1329052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1329053.125000 Penalty: 3288.950684
	Iteration 42Q: 3 clusters Score -1329053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1329049.500000 Penalty: 3288.950684
	Iteration 43Q: 3 clusters Score -1329050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1329052.250000 Penalty: 3288.950684
	Iteration 44Q: 3 clusters Score -1329052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1329048.625000 Penalty: 3288.950684
	Iteration 45Q: 3 clusters Score -1329049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1329048.125000 Penalty: 3288.950684
	Iteration 46Q: 3 clusters Score -1329048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1329048.125000 Penalty: 3288.950684
	Iteration 47F: 3 clusters Score -1329048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (69753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69753 members 
Entering Unmasked Estep 
Score: -3739375.500000 Penalty: 1812.316284
	Iteration 0F: 2 clusters Score -3739376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -3692904.750000 Penalty: 3624.632568
	Iteration 0F: 3 clusters Score -3692905 nChanged 32994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -3711429.000000 Penalty: 3624.632568
	Iteration 1F: 3 clusters Score -3711429 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -3711945.250000 Penalty: 3624.632568
	Iteration 2Q: 3 clusters Score -3711945 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -3712562.750000 Penalty: 3624.632568
	Iteration 3Q: 3 clusters Score -3712563 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -3713279.500000 Penalty: 3624.632568
	Iteration 4Q: 3 clusters Score -3713280 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -3714271.500000 Penalty: 3624.632568
	Iteration 5Q: 3 clusters Score -3714272 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -3715683.750000 Penalty: 3624.632568
	Iteration 6Q: 3 clusters Score -3715684 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -3717725.750000 Penalty: 3624.632568
	Iteration 7F: 3 clusters Score -3717726 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -3720473.500000 Penalty: 3624.632568
	Iteration 8F: 3 clusters Score -3720474 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -3723634.000000 Penalty: 3624.632568
	Iteration 9F: 3 clusters Score -3723634 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -3726986.750000 Penalty: 3624.632568
	Iteration 10F: 3 clusters Score -3726987 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -3729628.500000 Penalty: 3624.632568
	Iteration 11F: 3 clusters Score -3729628 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 55952 members 
Entering Unmasked Estep 
Score: -3731533.250000 Penalty: 3624.632568
	Iteration 12Q: 3 clusters Score -3731533 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 57421 members 
Entering Unmasked Estep 
Score: -3732822.750000 Penalty: 3624.632568
	Iteration 13Q: 3 clusters Score -3732823 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 58698 members 
Entering Unmasked Estep 
Score: -3733746.250000 Penalty: 3624.632568
	Iteration 14Q: 3 clusters Score -3733746 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 59846 members 
Entering Unmasked Estep 
Score: -3734581.750000 Penalty: 3624.632568
	Iteration 15Q: 3 clusters Score -3734582 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 60911 members 
Entering Unmasked Estep 
Score: -3735297.750000 Penalty: 3624.632568
	Iteration 16Q: 3 clusters Score -3735298 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 61854 members 
Entering Unmasked Estep 
Score: -3735956.750000 Penalty: 3624.632568
	Iteration 17Q: 3 clusters Score -3735957 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -3736520.750000 Penalty: 3624.632568
	Iteration 18Q: 3 clusters Score -3736521 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 63393 members 
Entering Unmasked Estep 
Score: -3736988.250000 Penalty: 3624.632568
	Iteration 19Q: 3 clusters Score -3736988 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 63986 members 
Entering Unmasked Estep 
Score: -3737337.000000 Penalty: 3624.632568
	Iteration 20F: 3 clusters Score -3737337 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 64476 members 
Entering Unmasked Estep 
Score: -3737632.500000 Penalty: 3624.632568
	Iteration 21Q: 3 clusters Score -3737632 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 64909 members 
Entering Unmasked Estep 
Score: -3737881.500000 Penalty: 3624.632568
	Iteration 22Q: 3 clusters Score -3737882 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 65255 members 
Entering Unmasked Estep 
Score: -3738064.250000 Penalty: 3624.632568
	Iteration 23Q: 3 clusters Score -3738064 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 65547 members 
Entering Unmasked Estep 
Score: -3738202.750000 Penalty: 3624.632568
	Iteration 24Q: 3 clusters Score -3738203 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 65785 members 
Entering Unmasked Estep 
Score: -3738364.000000 Penalty: 3624.632568
	Iteration 25Q: 3 clusters Score -3738364 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 65989 members 
Entering Unmasked Estep 
Score: -3738442.750000 Penalty: 3624.632568
	Iteration 26Q: 3 clusters Score -3738443 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 66159 members 
Entering Unmasked Estep 
Score: -3738510.000000 Penalty: 3624.632568
	Iteration 27Q: 3 clusters Score -3738510 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 66306 members 
Entering Unmasked Estep 
Score: -3738562.000000 Penalty: 3624.632568
	Iteration 28Q: 3 clusters Score -3738562 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 66432 members 
Entering Unmasked Estep 
Score: -3738598.750000 Penalty: 3624.632568
	Iteration 29Q: 3 clusters Score -3738599 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 66528 members 
Entering Unmasked Estep 
Score: -3738638.500000 Penalty: 3624.632568
	Iteration 30Q: 3 clusters Score -3738638 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 66595 members 
Entering Unmasked Estep 
Score: -3738656.500000 Penalty: 3624.632568
	Iteration 31Q: 3 clusters Score -3738656 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -3738655.500000 Penalty: 3624.632568
	Iteration 32Q: 3 clusters Score -3738656 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 66688 members 
Entering Unmasked Estep 
Score: -3738671.000000 Penalty: 3624.632568
	Iteration 33Q: 3 clusters Score -3738671 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 66730 members 
Entering Unmasked Estep 
Score: -3738684.000000 Penalty: 3624.632568
	Iteration 34Q: 3 clusters Score -3738684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 66766 members 
Entering Unmasked Estep 
Score: -3738681.250000 Penalty: 3624.632568
	Iteration 35Q: 3 clusters Score -3738681 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 66795 members 
Entering Unmasked Estep 
Score: -3738685.000000 Penalty: 3624.632568
	Iteration 36Q: 3 clusters Score -3738685 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 66830 members 
Entering Unmasked Estep 
Score: -3738708.750000 Penalty: 3624.632568
	Iteration 37Q: 3 clusters Score -3738709 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 66871 members 
Entering Unmasked Estep 
Score: -3738711.250000 Penalty: 3624.632568
	Iteration 38Q: 3 clusters Score -3738711 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 66906 members 
Entering Unmasked Estep 
Score: -3738716.750000 Penalty: 3624.632568
	Iteration 39Q: 3 clusters Score -3738717 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 66935 members 
Entering Unmasked Estep 
Score: -3738728.750000 Penalty: 3624.632568
	Iteration 40F: 3 clusters Score -3738729 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 66960 members 
Entering Unmasked Estep 
Score: -3738734.000000 Penalty: 3624.632568
	Iteration 41Q: 3 clusters Score -3738734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 66986 members 
Entering Unmasked Estep 
Score: -3738743.000000 Penalty: 3624.632568
	Iteration 42Q: 3 clusters Score -3738743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 67007 members 
Entering Unmasked Estep 
Score: -3738750.500000 Penalty: 3624.632568
	Iteration 43Q: 3 clusters Score -3738750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 67031 members 
Entering Unmasked Estep 
Score: -3738760.250000 Penalty: 3624.632568
	Iteration 44Q: 3 clusters Score -3738760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 67051 members 
Entering Unmasked Estep 
Score: -3738763.000000 Penalty: 3624.632568
	Iteration 45Q: 3 clusters Score -3738763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 67067 members 
Entering Unmasked Estep 
Score: -3738761.250000 Penalty: 3624.632568
	Iteration 46Q: 3 clusters Score -3738761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 67079 members 
Entering Unmasked Estep 
Score: -3738756.500000 Penalty: 3624.632568
	Iteration 47Q: 3 clusters Score -3738756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 67089 members 
Entering Unmasked Estep 
Score: -3738763.250000 Penalty: 3624.632568
	Iteration 48Q: 3 clusters Score -3738763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 67094 members 
Entering Unmasked Estep 
Score: -3738766.750000 Penalty: 3624.632568
	Iteration 49Q: 3 clusters Score -3738767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 67097 members 
Entering Unmasked Estep 
Score: -3738764.750000 Penalty: 3624.632568
	Iteration 50Q: 3 clusters Score -3738765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 67100 members 
Entering Unmasked Estep 
Score: -3738764.250000 Penalty: 3624.632568
	Iteration 51Q: 3 clusters Score -3738764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 67107 members 
Entering Unmasked Estep 
Score: -3738763.500000 Penalty: 3624.632568
	Iteration 52Q: 3 clusters Score -3738764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -3738759.500000 Penalty: 3624.632568
	Iteration 53Q: 3 clusters Score -3738760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 67114 members 
Entering Unmasked Estep 
Score: -3738760.500000 Penalty: 3624.632568
	Iteration 54Q: 3 clusters Score -3738760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 67117 members 
Entering Unmasked Estep 
Score: -3738757.250000 Penalty: 3624.632568
	Iteration 55Q: 3 clusters Score -3738757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 67122 members 
Entering Unmasked Estep 
Score: -3738766.000000 Penalty: 3624.632568
	Iteration 56Q: 3 clusters Score -3738766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 67128 members 
Entering Unmasked Estep 
Score: -3738765.500000 Penalty: 3624.632568
	Iteration 57Q: 3 clusters Score -3738766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 67132 members 
Entering Unmasked Estep 
Score: -3738766.500000 Penalty: 3624.632568
	Iteration 58Q: 3 clusters Score -3738766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 67135 members 
Entering Unmasked Estep 
Score: -3738773.000000 Penalty: 3624.632568
	Iteration 59Q: 3 clusters Score -3738773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 67137 members 
Entering Unmasked Estep 
Score: -3738770.000000 Penalty: 3624.632568
	Iteration 60F: 3 clusters Score -3738770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 67141 members 
Entering Unmasked Estep 
Score: -3738767.500000 Penalty: 3624.632568
	Iteration 61Q: 3 clusters Score -3738768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 67142 members 
Entering Unmasked Estep 
Score: -3738766.000000 Penalty: 3624.632568
	Iteration 62Q: 3 clusters Score -3738766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 67143 members 
Entering Unmasked Estep 
Score: -3738763.500000 Penalty: 3624.632568
	Iteration 63Q: 3 clusters Score -3738764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 67145 members 
Entering Unmasked Estep 
Score: -3738765.500000 Penalty: 3624.632568
	Iteration 64Q: 3 clusters Score -3738766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 67148 members 
Entering Unmasked Estep 
Score: -3738766.500000 Penalty: 3624.632568
	Iteration 65Q: 3 clusters Score -3738766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 67149 members 
Entering Unmasked Estep 
Score: -3738768.250000 Penalty: 3624.632568
	Iteration 66Q: 3 clusters Score -3738768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 67149 members 
Entering Unmasked Estep 
Score: -3738768.250000 Penalty: 3624.632568
	Iteration 67F: 3 clusters Score -3738768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Entering Unmasked Estep 
Score: -503261.781250 Penalty: 1504.205811
	Iteration 0F: 2 clusters Score -503261.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -495805.281250 Penalty: 3008.411621
	Iteration 0F: 3 clusters Score -495805.3 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -498478.750000 Penalty: 3008.411621
	Iteration 1F: 3 clusters Score -498478.8 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -499113.500000 Penalty: 3008.411621
	Iteration 2F: 3 clusters Score -499113.5 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -499727.312500 Penalty: 3008.411621
	Iteration 3F: 3 clusters Score -499727.3 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -500282.687500 Penalty: 3008.411621
	Iteration 4F: 3 clusters Score -500282.7 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -500775.843750 Penalty: 3008.411621
	Iteration 5F: 3 clusters Score -500775.8 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -501176.656250 Penalty: 3008.411621
	Iteration 6F: 3 clusters Score -501176.7 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -501488.843750 Penalty: 3008.411621
	Iteration 7Q: 3 clusters Score -501488.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -501729.468750 Penalty: 3008.411621
	Iteration 8Q: 3 clusters Score -501729.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -501956.125000 Penalty: 3008.411621
	Iteration 9Q: 3 clusters Score -501956.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -502158.593750 Penalty: 3008.411621
	Iteration 10Q: 3 clusters Score -502158.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -502339.218750 Penalty: 3008.411621
	Iteration 11Q: 3 clusters Score -502339.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -502479.500000 Penalty: 3008.411621
	Iteration 12Q: 3 clusters Score -502479.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -502599.875000 Penalty: 3008.411621
	Iteration 13Q: 3 clusters Score -502599.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -502740.281250 Penalty: 3008.411621
	Iteration 14Q: 3 clusters Score -502740.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -502871.968750 Penalty: 3008.411621
	Iteration 15Q: 3 clusters Score -502872 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -502979.468750 Penalty: 3008.411621
	Iteration 16Q: 3 clusters Score -502979.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -503076.062500 Penalty: 3008.411621
	Iteration 17Q: 3 clusters Score -503076.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -503141.937500 Penalty: 3008.411621
	Iteration 18Q: 3 clusters Score -503141.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -503180.781250 Penalty: 3008.411621
	Iteration 19Q: 3 clusters Score -503180.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -503221.843750 Penalty: 3008.411621
	Iteration 20F: 3 clusters Score -503221.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -503256.687500 Penalty: 3008.411621
	Iteration 21Q: 3 clusters Score -503256.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -503289.687500 Penalty: 3008.411621
	Iteration 22Q: 3 clusters Score -503289.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -503320.812500 Penalty: 3008.411621
	Iteration 23Q: 3 clusters Score -503320.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -503356.906250 Penalty: 3008.411621
	Iteration 24Q: 3 clusters Score -503356.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -503392.187500 Penalty: 3008.411621
	Iteration 25Q: 3 clusters Score -503392.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -503438.187500 Penalty: 3008.411621
	Iteration 26Q: 3 clusters Score -503438.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -503509.281250 Penalty: 3008.411621
	Iteration 27Q: 3 clusters Score -503509.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -503607.125000 Penalty: 3008.411621
	Iteration 28Q: 3 clusters Score -503607.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -503686.343750 Penalty: 3008.411621
	Iteration 29Q: 3 clusters Score -503686.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -503741.781250 Penalty: 3008.411621
	Iteration 30Q: 3 clusters Score -503741.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -503782.062500 Penalty: 3008.411621
	Iteration 31Q: 3 clusters Score -503782.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -503810.187500 Penalty: 3008.411621
	Iteration 32Q: 3 clusters Score -503810.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -503835.750000 Penalty: 3008.411621
	Iteration 33Q: 3 clusters Score -503835.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -503857.843750 Penalty: 3008.411621
	Iteration 34Q: 3 clusters Score -503857.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -503881.031250 Penalty: 3008.411621
	Iteration 35Q: 3 clusters Score -503881 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -503908.625000 Penalty: 3008.411621
	Iteration 36Q: 3 clusters Score -503908.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -503926.312500 Penalty: 3008.411621
	Iteration 37Q: 3 clusters Score -503926.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -503939.375000 Penalty: 3008.411621
	Iteration 38Q: 3 clusters Score -503939.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -503953.062500 Penalty: 3008.411621
	Iteration 39Q: 3 clusters Score -503953.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -503960.781250 Penalty: 3008.411621
	Iteration 40F: 3 clusters Score -503960.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -503966.468750 Penalty: 3008.411621
	Iteration 41Q: 3 clusters Score -503966.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -503971.468750 Penalty: 3008.411621
	Iteration 42Q: 3 clusters Score -503971.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -503975.687500 Penalty: 3008.411621
	Iteration 43Q: 3 clusters Score -503975.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -503980.500000 Penalty: 3008.411621
	Iteration 44Q: 3 clusters Score -503980.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -503986.093750 Penalty: 3008.411621
	Iteration 45Q: 3 clusters Score -503986.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -503992.562500 Penalty: 3008.411621
	Iteration 46Q: 3 clusters Score -503992.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -503993.718750 Penalty: 3008.411621
	Iteration 47Q: 3 clusters Score -503993.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -503994.875000 Penalty: 3008.411621
	Iteration 48Q: 3 clusters Score -503994.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -503997.250000 Penalty: 3008.411621
	Iteration 49Q: 3 clusters Score -503997.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -503998.437500 Penalty: 3008.411621
	Iteration 50Q: 3 clusters Score -503998.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -503998.562500 Penalty: 3008.411621
	Iteration 51Q: 3 clusters Score -503998.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -503998.531250 Penalty: 3008.411621
	Iteration 52Q: 3 clusters Score -503998.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -503998.750000 Penalty: 3008.411621
	Iteration 53Q: 3 clusters Score -503998.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -503999.156250 Penalty: 3008.411621
	Iteration 54Q: 3 clusters Score -503999.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -503999.093750 Penalty: 3008.411621
	Iteration 55Q: 3 clusters Score -503999.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -503999.093750 Penalty: 3008.411621
	Iteration 56F: 3 clusters Score -503999.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 273771 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 41682 members 
Mstep: Class 5 contains 7348 members 
Mstep: Class 6 contains 12719 members 
Mstep: Class 7 contains 8406 members 
Mstep: Class 8 contains 3098 members 
Mstep: Class 9 contains 3110 members 
Mstep: Class 10 contains 1878 members 
Mstep: Class 11 contains 88511 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 13435 members 
Mstep: Class 14 contains 3029 members 
Mstep: Class 15 contains 3245 members 
Mstep: Class 16 contains 24831 members 
Mstep: Class 17 contains 33550 members 
Mstep: Class 18 contains 69753 members 
Mstep: Class 19 contains 29770 members 
Mstep: Class 20 contains 8543 members 
Mstep: Class 21 contains 1931 members 
Mstep: Class 22 contains 52341 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 5062 members 
Entering Unmasked Estep 
Score: -35887716.000000 Penalty: 52549.226562
Splitting cluster 21 changes total score from -35873848.000000 to -35887716.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 22 (52341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52341 members 
Entering Unmasked Estep 
Score: -2802650.250000 Penalty: 1765.649536
	Iteration 0F: 2 clusters Score -2802650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -2767722.500000 Penalty: 3531.299072
	Iteration 0F: 3 clusters Score -2767722 nChanged 24474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -2781918.000000 Penalty: 3531.299072
	Iteration 1F: 3 clusters Score -2781918 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -2783386.500000 Penalty: 3531.299072
	Iteration 2Q: 3 clusters Score -2783386 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -2785516.500000 Penalty: 3531.299072
	Iteration 3F: 3 clusters Score -2785516 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -2787983.000000 Penalty: 3531.299072
	Iteration 4F: 3 clusters Score -2787983 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -2790269.500000 Penalty: 3531.299072
	Iteration 5F: 3 clusters Score -2790270 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -2792260.750000 Penalty: 3531.299072
	Iteration 6F: 3 clusters Score -2792261 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -2793854.750000 Penalty: 3531.299072
	Iteration 7F: 3 clusters Score -2793855 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -2794960.750000 Penalty: 3531.299072
	Iteration 8Q: 3 clusters Score -2794961 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -2795618.250000 Penalty: 3531.299072
	Iteration 9Q: 3 clusters Score -2795618 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -2796022.750000 Penalty: 3531.299072
	Iteration 10Q: 3 clusters Score -2796023 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2796314.500000 Penalty: 3531.299072
	Iteration 11Q: 3 clusters Score -2796314 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -2796544.500000 Penalty: 3531.299072
	Iteration 12Q: 3 clusters Score -2796544 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -2796739.000000 Penalty: 3531.299072
	Iteration 13Q: 3 clusters Score -2796739 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2796931.000000 Penalty: 3531.299072
	Iteration 14Q: 3 clusters Score -2796931 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2797096.750000 Penalty: 3531.299072
	Iteration 15Q: 3 clusters Score -2797097 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2797352.250000 Penalty: 3531.299072
	Iteration 16Q: 3 clusters Score -2797352 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2797627.500000 Penalty: 3531.299072
	Iteration 17Q: 3 clusters Score -2797628 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -2797963.500000 Penalty: 3531.299072
	Iteration 18Q: 3 clusters Score -2797964 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2798412.500000 Penalty: 3531.299072
	Iteration 19Q: 3 clusters Score -2798412 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2799081.500000 Penalty: 3531.299072
	Iteration 20F: 3 clusters Score -2799082 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2800016.250000 Penalty: 3531.299072
	Iteration 21Q: 3 clusters Score -2800016 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -2801069.000000 Penalty: 3531.299072
	Iteration 22Q: 3 clusters Score -2801069 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2802379.250000 Penalty: 3531.299072
	Iteration 23Q: 3 clusters Score -2802379 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2803801.750000 Penalty: 3531.299072
	Iteration 24Q: 3 clusters Score -2803802 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -2804843.500000 Penalty: 3531.299072
	Iteration 25Q: 3 clusters Score -2804844 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2805454.750000 Penalty: 3531.299072
	Iteration 26Q: 3 clusters Score -2805455 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2805803.750000 Penalty: 3531.299072
	Iteration 27Q: 3 clusters Score -2805804 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2805988.500000 Penalty: 3531.299072
	Iteration 28Q: 3 clusters Score -2805988 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2806078.750000 Penalty: 3531.299072
	Iteration 29Q: 3 clusters Score -2806079 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45974 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2806137.750000 Penalty: 3531.299072
	Iteration 30Q: 3 clusters Score -2806138 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2806141.500000 Penalty: 3531.299072
	Iteration 31Q: 3 clusters Score -2806142 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2806141.000000 Penalty: 3531.299072
	Iteration 32Q: 3 clusters Score -2806141 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2806146.000000 Penalty: 3531.299072
	Iteration 33Q: 3 clusters Score -2806146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2806154.500000 Penalty: 3531.299072
	Iteration 34Q: 3 clusters Score -2806154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2806158.500000 Penalty: 3531.299072
	Iteration 35Q: 3 clusters Score -2806158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2806156.750000 Penalty: 3531.299072
	Iteration 36Q: 3 clusters Score -2806157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2806165.000000 Penalty: 3531.299072
	Iteration 37Q: 3 clusters Score -2806165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -2806168.750000 Penalty: 3531.299072
	Iteration 38Q: 3 clusters Score -2806169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2806168.250000 Penalty: 3531.299072
	Iteration 39Q: 3 clusters Score -2806168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2806166.500000 Penalty: 3531.299072
	Iteration 40F: 3 clusters Score -2806166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2806162.750000 Penalty: 3531.299072
	Iteration 41Q: 3 clusters Score -2806163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46343 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2806163.500000 Penalty: 3531.299072
	Iteration 42Q: 3 clusters Score -2806164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46343 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -2806163.500000 Penalty: 3531.299072
	Iteration 43F: 3 clusters Score -2806164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 273771 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 41682 members 
Mstep: Class 5 contains 7348 members 
Mstep: Class 6 contains 12719 members 
Mstep: Class 7 contains 8406 members 
Mstep: Class 8 contains 3098 members 
Mstep: Class 9 contains 3110 members 
Mstep: Class 10 contains 1878 members 
Mstep: Class 11 contains 88511 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 13435 members 
Mstep: Class 14 contains 3029 members 
Mstep: Class 15 contains 3245 members 
Mstep: Class 16 contains 24831 members 
Mstep: Class 17 contains 33550 members 
Mstep: Class 18 contains 69753 members 
Mstep: Class 19 contains 29770 members 
Mstep: Class 20 contains 8543 members 
Mstep: Class 21 contains 1931 members 
Mstep: Class 22 contains 46343 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 5062 members 
Mstep: Class 25 contains 5998 members 
Entering Unmasked Estep 
Score: -35890860.000000 Penalty: 54738.777344
Splitting cluster 22 changes total score from -35873848.000000 to -35890860.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 23 (7996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Entering Unmasked Estep 
Score: -404011.406250 Penalty: 1460.338135
	Iteration 0F: 2 clusters Score -404011.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -398123.500000 Penalty: 2920.676270
	Iteration 0F: 3 clusters Score -398123.5 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -400012.218750 Penalty: 2920.676270
	Iteration 1F: 3 clusters Score -400012.2 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -400376.000000 Penalty: 2920.676270
	Iteration 2F: 3 clusters Score -400376 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -400722.906250 Penalty: 2920.676270
	Iteration 3F: 3 clusters Score -400722.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -401089.906250 Penalty: 2920.676270
	Iteration 4F: 3 clusters Score -401089.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -401504.750000 Penalty: 2920.676270
	Iteration 5F: 3 clusters Score -401504.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -401929.937500 Penalty: 2920.676270
	Iteration 6F: 3 clusters Score -401929.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -402335.125000 Penalty: 2920.676270
	Iteration 7F: 3 clusters Score -402335.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -402681.031250 Penalty: 2920.676270
	Iteration 8F: 3 clusters Score -402681 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -402952.250000 Penalty: 2920.676270
	Iteration 9Q: 3 clusters Score -402952.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -403127.968750 Penalty: 2920.676270
	Iteration 10Q: 3 clusters Score -403128 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -403225.156250 Penalty: 2920.676270
	Iteration 11Q: 3 clusters Score -403225.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -403287.843750 Penalty: 2920.676270
	Iteration 12Q: 3 clusters Score -403287.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -403329.250000 Penalty: 2920.676270
	Iteration 13Q: 3 clusters Score -403329.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -403351.593750 Penalty: 2920.676270
	Iteration 14Q: 3 clusters Score -403351.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -403369.312500 Penalty: 2920.676270
	Iteration 15Q: 3 clusters Score -403369.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -403385.250000 Penalty: 2920.676270
	Iteration 16Q: 3 clusters Score -403385.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -403393.812500 Penalty: 2920.676270
	Iteration 17Q: 3 clusters Score -403393.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -403401.843750 Penalty: 2920.676270
	Iteration 18Q: 3 clusters Score -403401.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -403413.250000 Penalty: 2920.676270
	Iteration 19Q: 3 clusters Score -403413.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -403421.156250 Penalty: 2920.676270
	Iteration 20F: 3 clusters Score -403421.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -403428.062500 Penalty: 2920.676270
	Iteration 21Q: 3 clusters Score -403428.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -403434.625000 Penalty: 2920.676270
	Iteration 22Q: 3 clusters Score -403434.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -403441.218750 Penalty: 2920.676270
	Iteration 23Q: 3 clusters Score -403441.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -403445.218750 Penalty: 2920.676270
	Iteration 24Q: 3 clusters Score -403445.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -403449.718750 Penalty: 2920.676270
	Iteration 25Q: 3 clusters Score -403449.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -403453.906250 Penalty: 2920.676270
	Iteration 26Q: 3 clusters Score -403453.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -403460.000000 Penalty: 2920.676270
	Iteration 27Q: 3 clusters Score -403460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -403466.968750 Penalty: 2920.676270
	Iteration 28Q: 3 clusters Score -403467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -403473.125000 Penalty: 2920.676270
	Iteration 29Q: 3 clusters Score -403473.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -403475.218750 Penalty: 2920.676270
	Iteration 30Q: 3 clusters Score -403475.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -403476.375000 Penalty: 2920.676270
	Iteration 31Q: 3 clusters Score -403476.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -403477.750000 Penalty: 2920.676270
	Iteration 32Q: 3 clusters Score -403477.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -403480.593750 Penalty: 2920.676270
	Iteration 33Q: 3 clusters Score -403480.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -403485.750000 Penalty: 2920.676270
	Iteration 34Q: 3 clusters Score -403485.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -403487.250000 Penalty: 2920.676270
	Iteration 35Q: 3 clusters Score -403487.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -403487.750000 Penalty: 2920.676270
	Iteration 36Q: 3 clusters Score -403487.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -403490.687500 Penalty: 2920.676270
	Iteration 37Q: 3 clusters Score -403490.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -403491.843750 Penalty: 2920.676270
	Iteration 38Q: 3 clusters Score -403491.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -403491.843750 Penalty: 2920.676270
	Iteration 39F: 3 clusters Score -403491.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Entering Unmasked Estep 
Score: -220271.406250 Penalty: 1386.046509
	Iteration 0F: 2 clusters Score -220271.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -216288.468750 Penalty: 2772.093018
	Iteration 0F: 3 clusters Score -216288.5 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -218344.078125 Penalty: 2772.093018
	Iteration 1F: 3 clusters Score -218344.1 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -219828.609375 Penalty: 2772.093018
	Iteration 2F: 3 clusters Score -219828.6 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -221325.546875 Penalty: 2772.093018
	Iteration 3F: 3 clusters Score -221325.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -222623.109375 Penalty: 2772.093018
	Iteration 4F: 3 clusters Score -222623.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -223172.968750 Penalty: 2772.093018
	Iteration 5F: 3 clusters Score -223173 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -223467.781250 Penalty: 2772.093018
	Iteration 6Q: 3 clusters Score -223467.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -223671.312500 Penalty: 2772.093018
	Iteration 7Q: 3 clusters Score -223671.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -223728.906250 Penalty: 2772.093018
	Iteration 8Q: 3 clusters Score -223728.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -223754.765625 Penalty: 2772.093018
	Iteration 9Q: 3 clusters Score -223754.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -223760.671875 Penalty: 2772.093018
	Iteration 10Q: 3 clusters Score -223760.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -223763.015625 Penalty: 2772.093018
	Iteration 11Q: 3 clusters Score -223763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -223766.796875 Penalty: 2772.093018
	Iteration 12Q: 3 clusters Score -223766.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -223768.953125 Penalty: 2772.093018
	Iteration 13Q: 3 clusters Score -223769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -223771.015625 Penalty: 2772.093018
	Iteration 14Q: 3 clusters Score -223771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -223772.375000 Penalty: 2772.093018
	Iteration 15Q: 3 clusters Score -223772.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -223774.359375 Penalty: 2772.093018
	Iteration 16Q: 3 clusters Score -223774.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -223774.671875 Penalty: 2772.093018
	Iteration 17Q: 3 clusters Score -223774.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -223774.765625 Penalty: 2772.093018
	Iteration 18Q: 3 clusters Score -223774.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -223775.218750 Penalty: 2772.093018
	Iteration 19Q: 3 clusters Score -223775.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -223775.218750 Penalty: 2772.093018
	Iteration 20F: 3 clusters Score -223775.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 273771 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 41682 members 
Mstep: Class 5 contains 7348 members 
Mstep: Class 6 contains 12719 members 
Mstep: Class 7 contains 8406 members 
Mstep: Class 8 contains 3098 members 
Mstep: Class 9 contains 3110 members 
Mstep: Class 10 contains 1878 members 
Mstep: Class 11 contains 88511 members 
Mstep: Class 12 contains 829 members 
Mstep: Class 13 contains 13435 members 
Mstep: Class 14 contains 3029 members 
Mstep: Class 15 contains 3245 members 
Mstep: Class 16 contains 24831 members 
Mstep: Class 17 contains 33550 members 
Mstep: Class 18 contains 69753 members 
Mstep: Class 19 contains 29770 members 
Mstep: Class 20 contains 8543 members 
Mstep: Class 21 contains 1931 members 
Mstep: Class 22 contains 46343 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 5998 members 
Mstep: Class 26 contains 3114 members 
Entering Unmasked Estep 
Score: -35893520.000000 Penalty: 56928.328125
Splitting cluster 24 changes total score from -35873848.000000 to -35893520.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 41682 members 
Mstep: Class 5 contains 7348 members 
Mstep: Class 6 contains 12719 members 
Mstep: Class 7 contains 8406 members 
Mstep: Class 8 contains 3098 members 
Mstep: Class 9 contains 3110 members 
Mstep: Class 10 contains 1878 members 
Mstep: Class 13 contains 13435 members 
Mstep: Class 14 contains 3029 members 
Mstep: Class 15 contains 3245 members 
Mstep: Class 16 contains 24831 members 
Mstep: Class 18 contains 69753 members 
Mstep: Class 21 contains 1931 members 
Mstep: Class 22 contains 46343 members 
Mstep: Class 23 contains 7996 members 
Mstep: Class 24 contains 1948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35901908.000000 Penalty: 56928.328125
Iteration 39Q: 27 clusters Score -3.590191e+07 nChanged 13985
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 270462 members 
Mstep: Class 3 contains 13957 members 
Mstep: Class 4 contains 42711 members 
Mstep: Class 5 contains 7584 members 
Mstep: Class 6 contains 13423 members 
Mstep: Class 7 contains 9179 members 
Mstep: Class 8 contains 3112 members 
Mstep: Class 9 contains 3464 members 
Mstep: Class 10 contains 1909 members 
Mstep: Class 11 contains 88034 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 13 contains 13381 members 
Mstep: Class 14 contains 3310 members 
Mstep: Class 15 contains 3275 members 
Mstep: Class 16 contains 24938 members 
Mstep: Class 17 contains 32942 members 
Mstep: Class 18 contains 70963 members 
Mstep: Class 19 contains 29440 members 
Mstep: Class 20 contains 8380 members 
Mstep: Class 21 contains 2076 members 
Mstep: Class 22 contains 46487 members 
Mstep: Class 23 contains 8067 members 
Mstep: Class 24 contains 1910 members 
Mstep: Class 25 contains 6280 members 
Mstep: Class 26 contains 2881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35906976.000000 Penalty: 56928.328125
Iteration 40F: 27 clusters Score -3.590698e+07 nChanged 9124
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 268176 members 
Mstep: Class 3 contains 13929 members 
Mstep: Class 4 contains 43603 members 
Mstep: Class 5 contains 7540 members 
Mstep: Class 6 contains 13473 members 
Mstep: Class 7 contains 9628 members 
Mstep: Class 8 contains 2940 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 1882 members 
Mstep: Class 11 contains 88718 members 
Mstep: Class 12 contains 1029 members 
Mstep: Class 13 contains 13045 members 
Mstep: Class 14 contains 3425 members 
Mstep: Class 15 contains 3120 members 
Mstep: Class 16 contains 24733 members 
Mstep: Class 17 contains 32920 members 
Mstep: Class 18 contains 71482 members 
Mstep: Class 19 contains 29573 members 
Mstep: Class 20 contains 8452 members 
Mstep: Class 21 contains 2118 members 
Mstep: Class 22 contains 46620 members 
Mstep: Class 23 contains 7862 members 
Mstep: Class 24 contains 1831 members 
Mstep: Class 25 contains 6688 members 
Mstep: Class 26 contains 2904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35908704.000000 Penalty: 56928.328125
Iteration 41Q: 27 clusters Score -3.59087e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 265907 members 
Mstep: Class 3 contains 13918 members 
Mstep: Class 4 contains 44724 members 
Mstep: Class 5 contains 7503 members 
Mstep: Class 6 contains 13578 members 
Mstep: Class 7 contains 10012 members 
Mstep: Class 8 contains 2860 members 
Mstep: Class 9 contains 3607 members 
Mstep: Class 10 contains 1866 members 
Mstep: Class 11 contains 89138 members 
Mstep: Class 12 contains 1105 members 
Mstep: Class 13 contains 12794 members 
Mstep: Class 14 contains 3532 members 
Mstep: Class 15 contains 2989 members 
Mstep: Class 16 contains 24550 members 
Mstep: Class 17 contains 32919 members 
Mstep: Class 18 contains 71992 members 
Mstep: Class 19 contains 29725 members 
Mstep: Class 20 contains 8462 members 
Mstep: Class 21 contains 2148 members 
Mstep: Class 22 contains 46753 members 
Mstep: Class 23 contains 7723 members 
Mstep: Class 24 contains 1780 members 
Mstep: Class 25 contains 6892 members 
Mstep: Class 26 contains 2869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35909732.000000 Penalty: 56928.328125
Iteration 42Q: 27 clusters Score -3.590973e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 263710 members 
Mstep: Class 3 contains 13906 members 
Mstep: Class 4 contains 45999 members 
Mstep: Class 5 contains 7482 members 
Mstep: Class 6 contains 13688 members 
Mstep: Class 7 contains 10359 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 3612 members 
Mstep: Class 10 contains 1859 members 
Mstep: Class 11 contains 89390 members 
Mstep: Class 12 contains 1184 members 
Mstep: Class 13 contains 12550 members 
Mstep: Class 14 contains 3641 members 
Mstep: Class 15 contains 2878 members 
Mstep: Class 16 contains 24418 members 
Mstep: Class 17 contains 32919 members 
Mstep: Class 18 contains 72455 members 
Mstep: Class 19 contains 29874 members 
Mstep: Class 20 contains 8445 members 
Mstep: Class 21 contains 2157 members 
Mstep: Class 22 contains 46836 members 
Mstep: Class 23 contains 7634 members 
Mstep: Class 24 contains 1730 members 
Mstep: Class 25 contains 6993 members 
Mstep: Class 26 contains 2843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35910492.000000 Penalty: 56928.328125
Iteration 43Q: 27 clusters Score -3.591049e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 261537 members 
Mstep: Class 3 contains 13900 members 
Mstep: Class 4 contains 47400 members 
Mstep: Class 5 contains 7488 members 
Mstep: Class 6 contains 13800 members 
Mstep: Class 7 contains 10654 members 
Mstep: Class 8 contains 2781 members 
Mstep: Class 9 contains 3608 members 
Mstep: Class 10 contains 1857 members 
Mstep: Class 11 contains 89582 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 12320 members 
Mstep: Class 14 contains 3731 members 
Mstep: Class 15 contains 2767 members 
Mstep: Class 16 contains 24299 members 
Mstep: Class 17 contains 32928 members 
Mstep: Class 18 contains 72829 members 
Mstep: Class 19 contains 30038 members 
Mstep: Class 20 contains 8428 members 
Mstep: Class 21 contains 2166 members 
Mstep: Class 22 contains 46896 members 
Mstep: Class 23 contains 7568 members 
Mstep: Class 24 contains 1681 members 
Mstep: Class 25 contains 7067 members 
Mstep: Class 26 contains 2810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35911376.000000 Penalty: 56928.328125
Iteration 44Q: 27 clusters Score -3.591138e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 259464 members 
Mstep: Class 3 contains 13893 members 
Mstep: Class 4 contains 48824 members 
Mstep: Class 5 contains 7497 members 
Mstep: Class 6 contains 13877 members 
Mstep: Class 7 contains 10903 members 
Mstep: Class 8 contains 2766 members 
Mstep: Class 9 contains 3603 members 
Mstep: Class 10 contains 1858 members 
Mstep: Class 11 contains 89741 members 
Mstep: Class 12 contains 1353 members 
Mstep: Class 13 contains 12087 members 
Mstep: Class 14 contains 3818 members 
Mstep: Class 15 contains 2672 members 
Mstep: Class 16 contains 24174 members 
Mstep: Class 17 contains 32946 members 
Mstep: Class 18 contains 73185 members 
Mstep: Class 19 contains 30176 members 
Mstep: Class 20 contains 8394 members 
Mstep: Class 21 contains 2172 members 
Mstep: Class 22 contains 46972 members 
Mstep: Class 23 contains 7514 members 
Mstep: Class 24 contains 1636 members 
Mstep: Class 25 contains 7121 members 
Mstep: Class 26 contains 2781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35912164.000000 Penalty: 56928.328125
Iteration 45Q: 27 clusters Score -3.591216e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 257380 members 
Mstep: Class 3 contains 13885 members 
Mstep: Class 4 contains 50297 members 
Mstep: Class 5 contains 7524 members 
Mstep: Class 6 contains 13941 members 
Mstep: Class 7 contains 11138 members 
Mstep: Class 8 contains 2743 members 
Mstep: Class 9 contains 3596 members 
Mstep: Class 10 contains 1856 members 
Mstep: Class 11 contains 89878 members 
Mstep: Class 12 contains 1422 members 
Mstep: Class 13 contains 11841 members 
Mstep: Class 14 contains 3886 members 
Mstep: Class 15 contains 2572 members 
Mstep: Class 16 contains 24077 members 
Mstep: Class 17 contains 32960 members 
Mstep: Class 18 contains 73517 members 
Mstep: Class 19 contains 30348 members 
Mstep: Class 20 contains 8344 members 
Mstep: Class 21 contains 2182 members 
Mstep: Class 22 contains 47033 members 
Mstep: Class 23 contains 7483 members 
Mstep: Class 24 contains 1609 members 
Mstep: Class 25 contains 7174 members 
Mstep: Class 26 contains 2755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35912556.000000 Penalty: 56928.328125
Iteration 46Q: 27 clusters Score -3.591256e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 255326 members 
Mstep: Class 3 contains 13883 members 
Mstep: Class 4 contains 51809 members 
Mstep: Class 5 contains 7564 members 
Mstep: Class 6 contains 14018 members 
Mstep: Class 7 contains 11345 members 
Mstep: Class 8 contains 2726 members 
Mstep: Class 9 contains 3583 members 
Mstep: Class 10 contains 1851 members 
Mstep: Class 11 contains 89935 members 
Mstep: Class 12 contains 1475 members 
Mstep: Class 13 contains 11603 members 
Mstep: Class 14 contains 3950 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 23968 members 
Mstep: Class 17 contains 32980 members 
Mstep: Class 18 contains 73842 members 
Mstep: Class 19 contains 30481 members 
Mstep: Class 20 contains 8307 members 
Mstep: Class 21 contains 2199 members 
Mstep: Class 22 contains 47114 members 
Mstep: Class 23 contains 7454 members 
Mstep: Class 24 contains 1591 members 
Mstep: Class 25 contains 7208 members 
Mstep: Class 26 contains 2726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35913112.000000 Penalty: 56928.328125
Iteration 47Q: 27 clusters Score -3.591311e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 253254 members 
Mstep: Class 3 contains 13874 members 
Mstep: Class 4 contains 53343 members 
Mstep: Class 5 contains 7608 members 
Mstep: Class 6 contains 14081 members 
Mstep: Class 7 contains 11559 members 
Mstep: Class 8 contains 2712 members 
Mstep: Class 9 contains 3574 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 89969 members 
Mstep: Class 12 contains 1537 members 
Mstep: Class 13 contains 11406 members 
Mstep: Class 14 contains 4007 members 
Mstep: Class 15 contains 2445 members 
Mstep: Class 16 contains 23881 members 
Mstep: Class 17 contains 32996 members 
Mstep: Class 18 contains 74177 members 
Mstep: Class 19 contains 30594 members 
Mstep: Class 20 contains 8250 members 
Mstep: Class 21 contains 2218 members 
Mstep: Class 22 contains 47178 members 
Mstep: Class 23 contains 7433 members 
Mstep: Class 24 contains 1579 members 
Mstep: Class 25 contains 7234 members 
Mstep: Class 26 contains 2690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35913784.000000 Penalty: 56928.328125
Iteration 48Q: 27 clusters Score -3.591378e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 251156 members 
Mstep: Class 3 contains 13870 members 
Mstep: Class 4 contains 54887 members 
Mstep: Class 5 contains 7674 members 
Mstep: Class 6 contains 14120 members 
Mstep: Class 7 contains 11766 members 
Mstep: Class 8 contains 2692 members 
Mstep: Class 9 contains 3565 members 
Mstep: Class 10 contains 1848 members 
Mstep: Class 11 contains 90009 members 
Mstep: Class 12 contains 1595 members 
Mstep: Class 13 contains 11197 members 
Mstep: Class 14 contains 4060 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 23799 members 
Mstep: Class 17 contains 33016 members 
Mstep: Class 18 contains 74506 members 
Mstep: Class 19 contains 30735 members 
Mstep: Class 20 contains 8193 members 
Mstep: Class 21 contains 2241 members 
Mstep: Class 22 contains 47239 members 
Mstep: Class 23 contains 7408 members 
Mstep: Class 24 contains 1567 members 
Mstep: Class 25 contains 7263 members 
Mstep: Class 26 contains 2657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35914464.000000 Penalty: 56928.328125
Iteration 49Q: 27 clusters Score -3.591446e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 249099 members 
Mstep: Class 3 contains 13866 members 
Mstep: Class 4 contains 56392 members 
Mstep: Class 5 contains 7731 members 
Mstep: Class 6 contains 14162 members 
Mstep: Class 7 contains 11962 members 
Mstep: Class 8 contains 2683 members 
Mstep: Class 9 contains 3558 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 90036 members 
Mstep: Class 12 contains 1662 members 
Mstep: Class 13 contains 10991 members 
Mstep: Class 14 contains 4121 members 
Mstep: Class 15 contains 2335 members 
Mstep: Class 16 contains 23717 members 
Mstep: Class 17 contains 33028 members 
Mstep: Class 18 contains 74839 members 
Mstep: Class 19 contains 30869 members 
Mstep: Class 20 contains 8147 members 
Mstep: Class 21 contains 2262 members 
Mstep: Class 22 contains 47305 members 
Mstep: Class 23 contains 7392 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 7289 members 
Mstep: Class 26 contains 2604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35915044.000000 Penalty: 56928.328125
Iteration 50Q: 27 clusters Score -3.591504e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 247098 members 
Mstep: Class 3 contains 13864 members 
Mstep: Class 4 contains 57901 members 
Mstep: Class 5 contains 7782 members 
Mstep: Class 6 contains 14208 members 
Mstep: Class 7 contains 12113 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 3556 members 
Mstep: Class 10 contains 1843 members 
Mstep: Class 11 contains 90049 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 10788 members 
Mstep: Class 14 contains 4168 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 23655 members 
Mstep: Class 17 contains 33037 members 
Mstep: Class 18 contains 75175 members 
Mstep: Class 19 contains 30997 members 
Mstep: Class 20 contains 8111 members 
Mstep: Class 21 contains 2275 members 
Mstep: Class 22 contains 47353 members 
Mstep: Class 23 contains 7377 members 
Mstep: Class 24 contains 1561 members 
Mstep: Class 25 contains 7314 members 
Mstep: Class 26 contains 2549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35915444.000000 Penalty: 56928.328125
Iteration 51Q: 27 clusters Score -3.591544e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 245078 members 
Mstep: Class 3 contains 13860 members 
Mstep: Class 4 contains 59361 members 
Mstep: Class 5 contains 7833 members 
Mstep: Class 6 contains 14254 members 
Mstep: Class 7 contains 12255 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 3556 members 
Mstep: Class 10 contains 1842 members 
Mstep: Class 11 contains 90089 members 
Mstep: Class 12 contains 1803 members 
Mstep: Class 13 contains 10599 members 
Mstep: Class 14 contains 4206 members 
Mstep: Class 15 contains 2242 members 
Mstep: Class 16 contains 23602 members 
Mstep: Class 17 contains 33045 members 
Mstep: Class 18 contains 75529 members 
Mstep: Class 19 contains 31127 members 
Mstep: Class 20 contains 8074 members 
Mstep: Class 21 contains 2291 members 
Mstep: Class 22 contains 47395 members 
Mstep: Class 23 contains 7361 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 7338 members 
Mstep: Class 26 contains 2498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35915940.000000 Penalty: 56928.328125
Iteration 52Q: 27 clusters Score -3.591594e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 242976 members 
Mstep: Class 3 contains 13860 members 
Mstep: Class 4 contains 60893 members 
Mstep: Class 5 contains 7884 members 
Mstep: Class 6 contains 14315 members 
Mstep: Class 7 contains 12391 members 
Mstep: Class 8 contains 2669 members 
Mstep: Class 9 contains 3558 members 
Mstep: Class 10 contains 1840 members 
Mstep: Class 11 contains 90125 members 
Mstep: Class 12 contains 1864 members 
Mstep: Class 13 contains 10424 members 
Mstep: Class 14 contains 4244 members 
Mstep: Class 15 contains 2203 members 
Mstep: Class 16 contains 23559 members 
Mstep: Class 17 contains 33044 members 
Mstep: Class 18 contains 75889 members 
Mstep: Class 19 contains 31238 members 
Mstep: Class 20 contains 8052 members 
Mstep: Class 21 contains 2297 members 
Mstep: Class 22 contains 47428 members 
Mstep: Class 23 contains 7351 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 7362 members 
Mstep: Class 26 contains 2446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35916440.000000 Penalty: 56928.328125
Iteration 53Q: 27 clusters Score -3.591644e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 240893 members 
Mstep: Class 3 contains 13855 members 
Mstep: Class 4 contains 62472 members 
Mstep: Class 5 contains 7959 members 
Mstep: Class 6 contains 14346 members 
Mstep: Class 7 contains 12507 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 3557 members 
Mstep: Class 10 contains 1842 members 
Mstep: Class 11 contains 90138 members 
Mstep: Class 12 contains 1921 members 
Mstep: Class 13 contains 10250 members 
Mstep: Class 14 contains 4288 members 
Mstep: Class 15 contains 2168 members 
Mstep: Class 16 contains 23516 members 
Mstep: Class 17 contains 33048 members 
Mstep: Class 18 contains 76226 members 
Mstep: Class 19 contains 31331 members 
Mstep: Class 20 contains 8032 members 
Mstep: Class 21 contains 2303 members 
Mstep: Class 22 contains 47467 members 
Mstep: Class 23 contains 7349 members 
Mstep: Class 24 contains 1565 members 
Mstep: Class 25 contains 7379 members 
Mstep: Class 26 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35916964.000000 Penalty: 56928.328125
Iteration 54Q: 27 clusters Score -3.591696e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 238875 members 
Mstep: Class 3 contains 13850 members 
Mstep: Class 4 contains 64014 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 14361 members 
Mstep: Class 7 contains 12614 members 
Mstep: Class 8 contains 2656 members 
Mstep: Class 9 contains 3557 members 
Mstep: Class 10 contains 1843 members 
Mstep: Class 11 contains 90124 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 13 contains 10069 members 
Mstep: Class 14 contains 4325 members 
Mstep: Class 15 contains 2138 members 
Mstep: Class 16 contains 23466 members 
Mstep: Class 17 contains 33050 members 
Mstep: Class 18 contains 76554 members 
Mstep: Class 19 contains 31460 members 
Mstep: Class 20 contains 8005 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 47507 members 
Mstep: Class 23 contains 7342 members 
Mstep: Class 24 contains 1569 members 
Mstep: Class 25 contains 7409 members 
Mstep: Class 26 contains 2371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35917020.000000 Penalty: 56928.328125
Iteration 55Q: 27 clusters Score -3.591702e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 236894 members 
Mstep: Class 3 contains 13845 members 
Mstep: Class 4 contains 65550 members 
Mstep: Class 5 contains 8095 members 
Mstep: Class 6 contains 14385 members 
Mstep: Class 7 contains 12710 members 
Mstep: Class 8 contains 2649 members 
Mstep: Class 9 contains 3558 members 
Mstep: Class 10 contains 1842 members 
Mstep: Class 11 contains 90099 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 9877 members 
Mstep: Class 14 contains 4369 members 
Mstep: Class 15 contains 2117 members 
Mstep: Class 16 contains 23414 members 
Mstep: Class 17 contains 33049 members 
Mstep: Class 18 contains 76886 members 
Mstep: Class 19 contains 31594 members 
Mstep: Class 20 contains 7987 members 
Mstep: Class 21 contains 2321 members 
Mstep: Class 22 contains 47546 members 
Mstep: Class 23 contains 7337 members 
Mstep: Class 24 contains 1572 members 
Mstep: Class 25 contains 7444 members 
Mstep: Class 26 contains 2349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35917428.000000 Penalty: 56928.328125
Iteration 56Q: 27 clusters Score -3.591743e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 234958 members 
Mstep: Class 3 contains 13843 members 
Mstep: Class 4 contains 67094 members 
Mstep: Class 5 contains 8162 members 
Mstep: Class 6 contains 14386 members 
Mstep: Class 7 contains 12792 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 9 contains 3556 members 
Mstep: Class 10 contains 1842 members 
Mstep: Class 11 contains 90059 members 
Mstep: Class 12 contains 2025 members 
Mstep: Class 13 contains 9662 members 
Mstep: Class 14 contains 4418 members 
Mstep: Class 15 contains 2094 members 
Mstep: Class 16 contains 23373 members 
Mstep: Class 17 contains 33050 members 
Mstep: Class 18 contains 77210 members 
Mstep: Class 19 contains 31734 members 
Mstep: Class 20 contains 7966 members 
Mstep: Class 21 contains 2331 members 
Mstep: Class 22 contains 47584 members 
Mstep: Class 23 contains 7330 members 
Mstep: Class 24 contains 1576 members 
Mstep: Class 25 contains 7466 members 
Mstep: Class 26 contains 2334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35917652.000000 Penalty: 56928.328125
Iteration 57Q: 27 clusters Score -3.591765e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 233056 members 
Mstep: Class 3 contains 13842 members 
Mstep: Class 4 contains 68590 members 
Mstep: Class 5 contains 8242 members 
Mstep: Class 6 contains 14384 members 
Mstep: Class 7 contains 12870 members 
Mstep: Class 8 contains 2635 members 
Mstep: Class 9 contains 3552 members 
Mstep: Class 10 contains 1842 members 
Mstep: Class 11 contains 90029 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 9478 members 
Mstep: Class 14 contains 4475 members 
Mstep: Class 15 contains 2070 members 
Mstep: Class 16 contains 23335 members 
Mstep: Class 17 contains 33051 members 
Mstep: Class 18 contains 77505 members 
Mstep: Class 19 contains 31856 members 
Mstep: Class 20 contains 7943 members 
Mstep: Class 21 contains 2340 members 
Mstep: Class 22 contains 47623 members 
Mstep: Class 23 contains 7330 members 
Mstep: Class 24 contains 1575 members 
Mstep: Class 25 contains 7491 members 
Mstep: Class 26 contains 2330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35917980.000000 Penalty: 56928.328125
Iteration 58Q: 27 clusters Score -3.591798e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 231265 members 
Mstep: Class 3 contains 13837 members 
Mstep: Class 4 contains 70051 members 
Mstep: Class 5 contains 8295 members 
Mstep: Class 6 contains 14392 members 
Mstep: Class 7 contains 12927 members 
Mstep: Class 8 contains 2638 members 
Mstep: Class 9 contains 3549 members 
Mstep: Class 10 contains 1842 members 
Mstep: Class 11 contains 89963 members 
Mstep: Class 12 contains 2064 members 
Mstep: Class 13 contains 9323 members 
Mstep: Class 14 contains 4531 members 
Mstep: Class 15 contains 2045 members 
Mstep: Class 16 contains 23297 members 
Mstep: Class 17 contains 33055 members 
Mstep: Class 18 contains 77776 members 
Mstep: Class 19 contains 31969 members 
Mstep: Class 20 contains 7920 members 
Mstep: Class 21 contains 2349 members 
Mstep: Class 22 contains 47655 members 
Mstep: Class 23 contains 7336 members 
Mstep: Class 24 contains 1575 members 
Mstep: Class 25 contains 7517 members 
Mstep: Class 26 contains 2314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35918348.000000 Penalty: 56928.328125
Iteration 59Q: 27 clusters Score -3.591835e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 229539 members 
Mstep: Class 3 contains 13828 members 
Mstep: Class 4 contains 71445 members 
Mstep: Class 5 contains 8373 members 
Mstep: Class 6 contains 14397 members 
Mstep: Class 7 contains 12961 members 
Mstep: Class 8 contains 2634 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 1842 members 
Mstep: Class 11 contains 89935 members 
Mstep: Class 12 contains 2082 members 
Mstep: Class 13 contains 9170 members 
Mstep: Class 14 contains 4587 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 23263 members 
Mstep: Class 17 contains 33059 members 
Mstep: Class 18 contains 78011 members 
Mstep: Class 19 contains 32085 members 
Mstep: Class 20 contains 7902 members 
Mstep: Class 21 contains 2356 members 
Mstep: Class 22 contains 47683 members 
Mstep: Class 23 contains 7344 members 
Mstep: Class 24 contains 1573 members 
Mstep: Class 25 contains 7541 members 
Mstep: Class 26 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35918628.000000 Penalty: 56928.328125
Iteration 60F: 27 clusters Score -3.591863e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 227875 members 
Mstep: Class 3 contains 13826 members 
Mstep: Class 4 contains 72805 members 
Mstep: Class 5 contains 8451 members 
Mstep: Class 6 contains 14408 members 
Mstep: Class 7 contains 12987 members 
Mstep: Class 8 contains 2628 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 1841 members 
Mstep: Class 11 contains 89891 members 
Mstep: Class 12 contains 2105 members 
Mstep: Class 13 contains 9035 members 
Mstep: Class 14 contains 4644 members 
Mstep: Class 15 contains 1994 members 
Mstep: Class 16 contains 23239 members 
Mstep: Class 17 contains 33065 members 
Mstep: Class 18 contains 78262 members 
Mstep: Class 19 contains 32170 members 
Mstep: Class 20 contains 7877 members 
Mstep: Class 21 contains 2368 members 
Mstep: Class 22 contains 47704 members 
Mstep: Class 23 contains 7348 members 
Mstep: Class 24 contains 1569 members 
Mstep: Class 25 contains 7558 members 
Mstep: Class 26 contains 2292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35918932.000000 Penalty: 56928.328125
Iteration 61Q: 27 clusters Score -3.591893e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 226266 members 
Mstep: Class 3 contains 13831 members 
Mstep: Class 4 contains 74115 members 
Mstep: Class 5 contains 8488 members 
Mstep: Class 6 contains 14396 members 
Mstep: Class 7 contains 13012 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 1842 members 
Mstep: Class 11 contains 89871 members 
Mstep: Class 12 contains 2126 members 
Mstep: Class 13 contains 8926 members 
Mstep: Class 14 contains 4715 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 16 contains 23219 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 78480 members 
Mstep: Class 19 contains 32244 members 
Mstep: Class 20 contains 7857 members 
Mstep: Class 21 contains 2381 members 
Mstep: Class 22 contains 47723 members 
Mstep: Class 23 contains 7350 members 
Mstep: Class 24 contains 1566 members 
Mstep: Class 25 contains 7579 members 
Mstep: Class 26 contains 2289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35919184.000000 Penalty: 56928.328125
Iteration 62Q: 27 clusters Score -3.591918e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 224711 members 
Mstep: Class 3 contains 13831 members 
Mstep: Class 4 contains 75407 members 
Mstep: Class 5 contains 8559 members 
Mstep: Class 6 contains 14384 members 
Mstep: Class 7 contains 13043 members 
Mstep: Class 8 contains 2622 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 1843 members 
Mstep: Class 11 contains 89864 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 8783 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 23204 members 
Mstep: Class 17 contains 33067 members 
Mstep: Class 18 contains 78675 members 
Mstep: Class 19 contains 32295 members 
Mstep: Class 20 contains 7834 members 
Mstep: Class 21 contains 2395 members 
Mstep: Class 22 contains 47737 members 
Mstep: Class 23 contains 7353 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 7606 members 
Mstep: Class 26 contains 2272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35919432.000000 Penalty: 56928.328125
Iteration 63Q: 27 clusters Score -3.591943e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 223231 members 
Mstep: Class 3 contains 13829 members 
Mstep: Class 4 contains 76671 members 
Mstep: Class 5 contains 8623 members 
Mstep: Class 6 contains 14373 members 
Mstep: Class 7 contains 13098 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89852 members 
Mstep: Class 12 contains 2159 members 
Mstep: Class 13 contains 8653 members 
Mstep: Class 14 contains 4884 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 16 contains 23196 members 
Mstep: Class 17 contains 33066 members 
Mstep: Class 18 contains 78822 members 
Mstep: Class 19 contains 32335 members 
Mstep: Class 20 contains 7808 members 
Mstep: Class 21 contains 2406 members 
Mstep: Class 22 contains 47750 members 
Mstep: Class 23 contains 7361 members 
Mstep: Class 24 contains 1562 members 
Mstep: Class 25 contains 7618 members 
Mstep: Class 26 contains 2257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35919648.000000 Penalty: 56928.328125
Iteration 64Q: 27 clusters Score -3.591965e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 221731 members 
Mstep: Class 3 contains 13823 members 
Mstep: Class 4 contains 77945 members 
Mstep: Class 5 contains 8654 members 
Mstep: Class 6 contains 14361 members 
Mstep: Class 7 contains 13146 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 1845 members 
Mstep: Class 11 contains 89858 members 
Mstep: Class 12 contains 2174 members 
Mstep: Class 13 contains 8519 members 
Mstep: Class 14 contains 4983 members 
Mstep: Class 15 contains 1900 members 
Mstep: Class 16 contains 23186 members 
Mstep: Class 17 contains 33068 members 
Mstep: Class 18 contains 78969 members 
Mstep: Class 19 contains 32388 members 
Mstep: Class 20 contains 7792 members 
Mstep: Class 21 contains 2419 members 
Mstep: Class 22 contains 47759 members 
Mstep: Class 23 contains 7366 members 
Mstep: Class 24 contains 1555 members 
Mstep: Class 25 contains 7638 members 
Mstep: Class 26 contains 2247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35920020.000000 Penalty: 56928.328125
Iteration 65Q: 27 clusters Score -3.592002e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 220310 members 
Mstep: Class 3 contains 13827 members 
Mstep: Class 4 contains 79181 members 
Mstep: Class 5 contains 8681 members 
Mstep: Class 6 contains 14350 members 
Mstep: Class 7 contains 13225 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 1843 members 
Mstep: Class 11 contains 89855 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 8366 members 
Mstep: Class 14 contains 5096 members 
Mstep: Class 15 contains 1883 members 
Mstep: Class 16 contains 23178 members 
Mstep: Class 17 contains 33069 members 
Mstep: Class 18 contains 79059 members 
Mstep: Class 19 contains 32434 members 
Mstep: Class 20 contains 7776 members 
Mstep: Class 21 contains 2431 members 
Mstep: Class 22 contains 47766 members 
Mstep: Class 23 contains 7369 members 
Mstep: Class 24 contains 1553 members 
Mstep: Class 25 contains 7664 members 
Mstep: Class 26 contains 2234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35920324.000000 Penalty: 56928.328125
Iteration 66Q: 27 clusters Score -3.592032e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 218919 members 
Mstep: Class 3 contains 13827 members 
Mstep: Class 4 contains 80385 members 
Mstep: Class 5 contains 8742 members 
Mstep: Class 6 contains 14352 members 
Mstep: Class 7 contains 13306 members 
Mstep: Class 8 contains 2610 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 1843 members 
Mstep: Class 11 contains 89823 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 8237 members 
Mstep: Class 14 contains 5203 members 
Mstep: Class 15 contains 1854 members 
Mstep: Class 16 contains 23171 members 
Mstep: Class 17 contains 33072 members 
Mstep: Class 18 contains 79136 members 
Mstep: Class 19 contains 32475 members 
Mstep: Class 20 contains 7762 members 
Mstep: Class 21 contains 2441 members 
Mstep: Class 22 contains 47772 members 
Mstep: Class 23 contains 7373 members 
Mstep: Class 24 contains 1553 members 
Mstep: Class 25 contains 7683 members 
Mstep: Class 26 contains 2225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35920464.000000 Penalty: 56928.328125
Iteration 67Q: 27 clusters Score -3.592046e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 217538 members 
Mstep: Class 3 contains 13823 members 
Mstep: Class 4 contains 81576 members 
Mstep: Class 5 contains 8813 members 
Mstep: Class 6 contains 14327 members 
Mstep: Class 7 contains 13400 members 
Mstep: Class 8 contains 2612 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 1843 members 
Mstep: Class 11 contains 89788 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 8118 members 
Mstep: Class 14 contains 5290 members 
Mstep: Class 15 contains 1835 members 
Mstep: Class 16 contains 23161 members 
Mstep: Class 17 contains 33076 members 
Mstep: Class 18 contains 79223 members 
Mstep: Class 19 contains 32501 members 
Mstep: Class 20 contains 7752 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 47786 members 
Mstep: Class 23 contains 7378 members 
Mstep: Class 24 contains 1550 members 
Mstep: Class 25 contains 7701 members 
Mstep: Class 26 contains 2217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35920928.000000 Penalty: 56928.328125
Iteration 68Q: 27 clusters Score -3.592093e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 216236 members 
Mstep: Class 3 contains 13822 members 
Mstep: Class 4 contains 82721 members 
Mstep: Class 5 contains 8852 members 
Mstep: Class 6 contains 14317 members 
Mstep: Class 7 contains 13479 members 
Mstep: Class 8 contains 2615 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89775 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 8008 members 
Mstep: Class 14 contains 5380 members 
Mstep: Class 15 contains 1816 members 
Mstep: Class 16 contains 23151 members 
Mstep: Class 17 contains 33078 members 
Mstep: Class 18 contains 79294 members 
Mstep: Class 19 contains 32504 members 
Mstep: Class 20 contains 7747 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 47792 members 
Mstep: Class 23 contains 7380 members 
Mstep: Class 24 contains 1546 members 
Mstep: Class 25 contains 7724 members 
Mstep: Class 26 contains 2208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35921092.000000 Penalty: 56928.328125
Iteration 69Q: 27 clusters Score -3.592109e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 214921 members 
Mstep: Class 3 contains 13823 members 
Mstep: Class 4 contains 83874 members 
Mstep: Class 5 contains 8899 members 
Mstep: Class 6 contains 14301 members 
Mstep: Class 7 contains 13536 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89781 members 
Mstep: Class 12 contains 2212 members 
Mstep: Class 13 contains 7930 members 
Mstep: Class 14 contains 5452 members 
Mstep: Class 15 contains 1784 members 
Mstep: Class 16 contains 23143 members 
Mstep: Class 17 contains 33075 members 
Mstep: Class 18 contains 79368 members 
Mstep: Class 19 contains 32499 members 
Mstep: Class 20 contains 7736 members 
Mstep: Class 21 contains 2475 members 
Mstep: Class 22 contains 47803 members 
Mstep: Class 23 contains 7397 members 
Mstep: Class 24 contains 1546 members 
Mstep: Class 25 contains 7744 members 
Mstep: Class 26 contains 2200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35921260.000000 Penalty: 56928.328125
Iteration 70Q: 27 clusters Score -3.592126e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 213686 members 
Mstep: Class 3 contains 13824 members 
Mstep: Class 4 contains 84971 members 
Mstep: Class 5 contains 8948 members 
Mstep: Class 6 contains 14290 members 
Mstep: Class 7 contains 13595 members 
Mstep: Class 8 contains 2615 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89764 members 
Mstep: Class 12 contains 2215 members 
Mstep: Class 13 contains 7893 members 
Mstep: Class 14 contains 5509 members 
Mstep: Class 15 contains 1769 members 
Mstep: Class 16 contains 23137 members 
Mstep: Class 17 contains 33074 members 
Mstep: Class 18 contains 79414 members 
Mstep: Class 19 contains 32474 members 
Mstep: Class 20 contains 7723 members 
Mstep: Class 21 contains 2494 members 
Mstep: Class 22 contains 47814 members 
Mstep: Class 23 contains 7400 members 
Mstep: Class 24 contains 1546 members 
Mstep: Class 25 contains 7767 members 
Mstep: Class 26 contains 2191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35921408.000000 Penalty: 56928.328125
Iteration 71Q: 27 clusters Score -3.592141e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 212457 members 
Mstep: Class 3 contains 13830 members 
Mstep: Class 4 contains 86066 members 
Mstep: Class 5 contains 9002 members 
Mstep: Class 6 contains 14282 members 
Mstep: Class 7 contains 13631 members 
Mstep: Class 8 contains 2609 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89787 members 
Mstep: Class 12 contains 2223 members 
Mstep: Class 13 contains 7862 members 
Mstep: Class 14 contains 5540 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 23124 members 
Mstep: Class 17 contains 33076 members 
Mstep: Class 18 contains 79455 members 
Mstep: Class 19 contains 32452 members 
Mstep: Class 20 contains 7705 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 47828 members 
Mstep: Class 23 contains 7406 members 
Mstep: Class 24 contains 1547 members 
Mstep: Class 25 contains 7784 members 
Mstep: Class 26 contains 2185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35921620.000000 Penalty: 56928.328125
Iteration 72Q: 27 clusters Score -3.592162e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 211254 members 
Mstep: Class 3 contains 13832 members 
Mstep: Class 4 contains 87192 members 
Mstep: Class 5 contains 9040 members 
Mstep: Class 6 contains 14270 members 
Mstep: Class 7 contains 13656 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89802 members 
Mstep: Class 12 contains 2225 members 
Mstep: Class 13 contains 7836 members 
Mstep: Class 14 contains 5570 members 
Mstep: Class 15 contains 1726 members 
Mstep: Class 16 contains 23107 members 
Mstep: Class 17 contains 33073 members 
Mstep: Class 18 contains 79462 members 
Mstep: Class 19 contains 32444 members 
Mstep: Class 20 contains 7690 members 
Mstep: Class 21 contains 2535 members 
Mstep: Class 22 contains 47844 members 
Mstep: Class 23 contains 7414 members 
Mstep: Class 24 contains 1546 members 
Mstep: Class 25 contains 7799 members 
Mstep: Class 26 contains 2181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35921788.000000 Penalty: 56928.328125
Iteration 73Q: 27 clusters Score -3.592179e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 210130 members 
Mstep: Class 3 contains 13832 members 
Mstep: Class 4 contains 88294 members 
Mstep: Class 5 contains 9063 members 
Mstep: Class 6 contains 14260 members 
Mstep: Class 7 contains 13674 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 1843 members 
Mstep: Class 11 contains 89812 members 
Mstep: Class 12 contains 2227 members 
Mstep: Class 13 contains 7818 members 
Mstep: Class 14 contains 5614 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 23092 members 
Mstep: Class 17 contains 33076 members 
Mstep: Class 18 contains 79432 members 
Mstep: Class 19 contains 32429 members 
Mstep: Class 20 contains 7676 members 
Mstep: Class 21 contains 2555 members 
Mstep: Class 22 contains 47858 members 
Mstep: Class 23 contains 7426 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 7811 members 
Mstep: Class 26 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35922012.000000 Penalty: 56928.328125
Iteration 74Q: 27 clusters Score -3.592201e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 209097 members 
Mstep: Class 3 contains 13830 members 
Mstep: Class 4 contains 89363 members 
Mstep: Class 5 contains 9074 members 
Mstep: Class 6 contains 14242 members 
Mstep: Class 7 contains 13689 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89818 members 
Mstep: Class 12 contains 2231 members 
Mstep: Class 13 contains 7806 members 
Mstep: Class 14 contains 5629 members 
Mstep: Class 15 contains 1684 members 
Mstep: Class 16 contains 23073 members 
Mstep: Class 17 contains 33079 members 
Mstep: Class 18 contains 79375 members 
Mstep: Class 19 contains 32437 members 
Mstep: Class 20 contains 7661 members 
Mstep: Class 21 contains 2571 members 
Mstep: Class 22 contains 47870 members 
Mstep: Class 23 contains 7435 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 7825 members 
Mstep: Class 26 contains 2173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35922156.000000 Penalty: 56928.328125
Iteration 75Q: 27 clusters Score -3.592216e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 208141 members 
Mstep: Class 3 contains 13829 members 
Mstep: Class 4 contains 90363 members 
Mstep: Class 5 contains 9081 members 
Mstep: Class 6 contains 14220 members 
Mstep: Class 7 contains 13718 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 3544 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89797 members 
Mstep: Class 12 contains 2234 members 
Mstep: Class 13 contains 7790 members 
Mstep: Class 14 contains 5650 members 
Mstep: Class 15 contains 1659 members 
Mstep: Class 16 contains 23059 members 
Mstep: Class 17 contains 33081 members 
Mstep: Class 18 contains 79342 members 
Mstep: Class 19 contains 32432 members 
Mstep: Class 20 contains 7646 members 
Mstep: Class 21 contains 2586 members 
Mstep: Class 22 contains 47883 members 
Mstep: Class 23 contains 7444 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 7838 members 
Mstep: Class 26 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35922152.000000 Penalty: 56928.328125
Iteration 76Q: 27 clusters Score -3.592215e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 207213 members 
Mstep: Class 3 contains 13828 members 
Mstep: Class 4 contains 91322 members 
Mstep: Class 5 contains 9091 members 
Mstep: Class 6 contains 14201 members 
Mstep: Class 7 contains 13748 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 1842 members 
Mstep: Class 11 contains 89806 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 7774 members 
Mstep: Class 14 contains 5671 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 23050 members 
Mstep: Class 17 contains 33082 members 
Mstep: Class 18 contains 79289 members 
Mstep: Class 19 contains 32430 members 
Mstep: Class 20 contains 7640 members 
Mstep: Class 21 contains 2601 members 
Mstep: Class 22 contains 47890 members 
Mstep: Class 23 contains 7444 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 7847 members 
Mstep: Class 26 contains 2172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35922392.000000 Penalty: 56928.328125
Iteration 77Q: 27 clusters Score -3.592239e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 206349 members 
Mstep: Class 3 contains 13827 members 
Mstep: Class 4 contains 92206 members 
Mstep: Class 5 contains 9106 members 
Mstep: Class 6 contains 14187 members 
Mstep: Class 7 contains 13761 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 1840 members 
Mstep: Class 11 contains 89826 members 
Mstep: Class 12 contains 2234 members 
Mstep: Class 13 contains 7765 members 
Mstep: Class 14 contains 5679 members 
Mstep: Class 15 contains 1623 members 
Mstep: Class 16 contains 23036 members 
Mstep: Class 17 contains 33083 members 
Mstep: Class 18 contains 79243 members 
Mstep: Class 19 contains 32429 members 
Mstep: Class 20 contains 7633 members 
Mstep: Class 21 contains 2614 members 
Mstep: Class 22 contains 47902 members 
Mstep: Class 23 contains 7442 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 7853 members 
Mstep: Class 26 contains 2173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35922652.000000 Penalty: 56928.328125
Iteration 78Q: 27 clusters Score -3.592265e+07 nChanged 1313
Entering ConstructFrom: 
Score: -35922652.000000 Penalty: 56928.328125
Entering ConstructFrom: 
Trying to split cluster 1 (1294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Entering Unmasked Estep 
Score: -59253.507812 Penalty: 1164.392700
	Iteration 0F: 2 clusters Score -59253.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -57623.519531 Penalty: 2328.785400
	Iteration 0F: 3 clusters Score -57623.52 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -57918.941406 Penalty: 2328.785400
	Iteration 1F: 3 clusters Score -57918.94 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -58020.058594 Penalty: 2328.785400
	Iteration 2F: 3 clusters Score -58020.06 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -58079.945312 Penalty: 2328.785400
	Iteration 3F: 3 clusters Score -58079.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -58111.855469 Penalty: 2328.785400
	Iteration 4Q: 3 clusters Score -58111.86 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -58141.796875 Penalty: 2328.785400
	Iteration 5Q: 3 clusters Score -58141.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -58156.468750 Penalty: 2328.785400
	Iteration 6Q: 3 clusters Score -58156.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -58168.203125 Penalty: 2328.785400
	Iteration 7Q: 3 clusters Score -58168.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -58181.226562 Penalty: 2328.785400
	Iteration 8Q: 3 clusters Score -58181.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -58194.417969 Penalty: 2328.785400
	Iteration 9Q: 3 clusters Score -58194.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -58203.605469 Penalty: 2328.785400
	Iteration 10Q: 3 clusters Score -58203.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -58217.808594 Penalty: 2328.785400
	Iteration 11Q: 3 clusters Score -58217.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -58228.429688 Penalty: 2328.785400
	Iteration 12Q: 3 clusters Score -58228.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -58236.093750 Penalty: 2328.785400
	Iteration 13Q: 3 clusters Score -58236.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -58243.089844 Penalty: 2328.785400
	Iteration 14Q: 3 clusters Score -58243.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -58247.875000 Penalty: 2328.785400
	Iteration 15Q: 3 clusters Score -58247.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -58253.550781 Penalty: 2328.785400
	Iteration 16Q: 3 clusters Score -58253.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -58255.281250 Penalty: 2328.785400
	Iteration 17Q: 3 clusters Score -58255.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -58257.890625 Penalty: 2328.785400
	Iteration 18Q: 3 clusters Score -58257.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -58259.523438 Penalty: 2328.785400
	Iteration 19Q: 3 clusters Score -58259.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -58259.964844 Penalty: 2328.785400
	Iteration 20F: 3 clusters Score -58259.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (205495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205495 members 
Entering Unmasked Estep 
Score: -11083750.000000 Penalty: 1987.891235
	Iteration 0F: 2 clusters Score -1.108375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102908 members 
Mstep: Class 2 contains 102587 members 
Entering Unmasked Estep 
Score: -10945820.000000 Penalty: 3975.782471
	Iteration 0F: 3 clusters Score -1.094582e+07 nChanged 99489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107809 members 
Mstep: Class 2 contains 97686 members 
Entering Unmasked Estep 
Score: -11004022.000000 Penalty: 3975.782471
	Iteration 1F: 3 clusters Score -1.100402e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110329 members 
Mstep: Class 2 contains 95166 members 
Entering Unmasked Estep 
Score: -11005160.000000 Penalty: 3975.782471
	Iteration 2Q: 3 clusters Score -1.100516e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114220 members 
Mstep: Class 2 contains 91275 members 
Entering Unmasked Estep 
Score: -11006732.000000 Penalty: 3975.782471
	Iteration 3Q: 3 clusters Score -1.100673e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120088 members 
Mstep: Class 2 contains 85407 members 
Entering Unmasked Estep 
Score: -11009496.000000 Penalty: 3975.782471
	Iteration 4Q: 3 clusters Score -1.10095e+07 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128847 members 
Mstep: Class 2 contains 76648 members 
Entering Unmasked Estep 
Score: -11014403.000000 Penalty: 3975.782471
	Iteration 5Q: 3 clusters Score -1.10144e+07 nChanged 12667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141258 members 
Mstep: Class 2 contains 64237 members 
Entering Unmasked Estep 
Score: -11023251.000000 Penalty: 3975.782471
	Iteration 6F: 3 clusters Score -1.102325e+07 nChanged 16372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157534 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -11037073.000000 Penalty: 3975.782471
	Iteration 7F: 3 clusters Score -1.103707e+07 nChanged 17632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175132 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -11053681.000000 Penalty: 3975.782471
	Iteration 8F: 3 clusters Score -1.105368e+07 nChanged 14643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189769 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -11067998.000000 Penalty: 3975.782471
	Iteration 9F: 3 clusters Score -1.1068e+07 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198417 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -11076174.000000 Penalty: 3975.782471
	Iteration 10Q: 3 clusters Score -1.107617e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202351 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -11079699.000000 Penalty: 3975.782471
	Iteration 11Q: 3 clusters Score -1.10797e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203923 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -11080985.000000 Penalty: 3975.782471
	Iteration 12Q: 3 clusters Score -1.108098e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204499 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -11081493.000000 Penalty: 3975.782471
	Iteration 13Q: 3 clusters Score -1.108149e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204762 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -11081760.000000 Penalty: 3975.782471
	Iteration 14Q: 3 clusters Score -1.108176e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204874 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -11081884.000000 Penalty: 3975.782471
	Iteration 15Q: 3 clusters Score -1.108188e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204921 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -11081968.000000 Penalty: 3975.782471
	Iteration 16Q: 3 clusters Score -1.108197e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204939 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -11082008.000000 Penalty: 3975.782471
	Iteration 17Q: 3 clusters Score -1.108201e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204949 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -11082027.000000 Penalty: 3975.782471
	Iteration 18Q: 3 clusters Score -1.108203e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204955 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -11082037.000000 Penalty: 3975.782471
	Iteration 19Q: 3 clusters Score -1.108204e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204964 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11082029.000000 Penalty: 3975.782471
	Iteration 20F: 3 clusters Score -1.108203e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204970 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -11082033.000000 Penalty: 3975.782471
	Iteration 21Q: 3 clusters Score -1.108203e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204974 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -11082042.000000 Penalty: 3975.782471
	Iteration 22Q: 3 clusters Score -1.108204e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204978 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -11082062.000000 Penalty: 3975.782471
	Iteration 23Q: 3 clusters Score -1.108206e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204986 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -11082063.000000 Penalty: 3975.782471
	Iteration 24Q: 3 clusters Score -1.108206e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204993 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -11082079.000000 Penalty: 3975.782471
	Iteration 25Q: 3 clusters Score -1.108208e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204999 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -11082090.000000 Penalty: 3975.782471
	Iteration 26Q: 3 clusters Score -1.108209e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205007 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -11082105.000000 Penalty: 3975.782471
	Iteration 27Q: 3 clusters Score -1.10821e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205010 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -11082104.000000 Penalty: 3975.782471
	Iteration 28Q: 3 clusters Score -1.10821e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205014 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -11082117.000000 Penalty: 3975.782471
	Iteration 29Q: 3 clusters Score -1.108212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205019 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -11082133.000000 Penalty: 3975.782471
	Iteration 30Q: 3 clusters Score -1.108213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205023 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -11082132.000000 Penalty: 3975.782471
	Iteration 31Q: 3 clusters Score -1.108213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205024 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -11082131.000000 Penalty: 3975.782471
	Iteration 32Q: 3 clusters Score -1.108213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205024 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -11082131.000000 Penalty: 3975.782471
	Iteration 33F: 3 clusters Score -1.108213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Entering Unmasked Estep 
Score: -707548.937500 Penalty: 1549.324829
	Iteration 0F: 2 clusters Score -707548.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -698003.687500 Penalty: 3098.649658
	Iteration 0F: 3 clusters Score -698003.7 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -701240.187500 Penalty: 3098.649658
	Iteration 1F: 3 clusters Score -701240.2 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -701643.000000 Penalty: 3098.649658
	Iteration 2F: 3 clusters Score -701643 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -702141.312500 Penalty: 3098.649658
	Iteration 3F: 3 clusters Score -702141.3 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -702804.687500 Penalty: 3098.649658
	Iteration 4F: 3 clusters Score -702804.7 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -703709.500000 Penalty: 3098.649658
	Iteration 5F: 3 clusters Score -703709.5 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -704737.437500 Penalty: 3098.649658
	Iteration 6F: 3 clusters Score -704737.4 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -705648.875000 Penalty: 3098.649658
	Iteration 7F: 3 clusters Score -705648.9 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -706190.875000 Penalty: 3098.649658
	Iteration 8Q: 3 clusters Score -706190.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -706484.937500 Penalty: 3098.649658
	Iteration 9Q: 3 clusters Score -706484.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -706673.937500 Penalty: 3098.649658
	Iteration 10Q: 3 clusters Score -706673.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -706844.437500 Penalty: 3098.649658
	Iteration 11Q: 3 clusters Score -706844.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -707012.687500 Penalty: 3098.649658
	Iteration 12Q: 3 clusters Score -707012.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -707202.687500 Penalty: 3098.649658
	Iteration 13Q: 3 clusters Score -707202.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -707437.875000 Penalty: 3098.649658
	Iteration 14Q: 3 clusters Score -707437.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -707669.687500 Penalty: 3098.649658
	Iteration 15Q: 3 clusters Score -707669.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -707893.000000 Penalty: 3098.649658
	Iteration 16Q: 3 clusters Score -707893 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -708075.750000 Penalty: 3098.649658
	Iteration 17Q: 3 clusters Score -708075.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -708219.250000 Penalty: 3098.649658
	Iteration 18Q: 3 clusters Score -708219.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -708344.062500 Penalty: 3098.649658
	Iteration 19Q: 3 clusters Score -708344.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -708437.000000 Penalty: 3098.649658
	Iteration 20F: 3 clusters Score -708437 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -708501.375000 Penalty: 3098.649658
	Iteration 21Q: 3 clusters Score -708501.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -708524.500000 Penalty: 3098.649658
	Iteration 22Q: 3 clusters Score -708524.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -708544.437500 Penalty: 3098.649658
	Iteration 23Q: 3 clusters Score -708544.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -708552.125000 Penalty: 3098.649658
	Iteration 24Q: 3 clusters Score -708552.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -708552.250000 Penalty: 3098.649658
	Iteration 25Q: 3 clusters Score -708552.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -708555.687500 Penalty: 3098.649658
	Iteration 26Q: 3 clusters Score -708555.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -708557.812500 Penalty: 3098.649658
	Iteration 27Q: 3 clusters Score -708557.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -708558.000000 Penalty: 3098.649658
	Iteration 28Q: 3 clusters Score -708558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -708560.625000 Penalty: 3098.649658
	Iteration 29Q: 3 clusters Score -708560.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -708561.812500 Penalty: 3098.649658
	Iteration 30Q: 3 clusters Score -708561.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -708563.250000 Penalty: 3098.649658
	Iteration 31Q: 3 clusters Score -708563.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -708563.125000 Penalty: 3098.649658
	Iteration 32Q: 3 clusters Score -708563.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -708563.125000 Penalty: 3098.649658
	Iteration 33F: 3 clusters Score -708563.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 205495 members 
Mstep: Class 3 contains 7617 members 
Mstep: Class 4 contains 93080 members 
Mstep: Class 5 contains 9138 members 
Mstep: Class 6 contains 14172 members 
Mstep: Class 7 contains 13778 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 1840 members 
Mstep: Class 11 contains 89836 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 7761 members 
Mstep: Class 14 contains 5682 members 
Mstep: Class 15 contains 1617 members 
Mstep: Class 16 contains 23022 members 
Mstep: Class 17 contains 33084 members 
Mstep: Class 18 contains 79167 members 
Mstep: Class 19 contains 32429 members 
Mstep: Class 20 contains 7625 members 
Mstep: Class 21 contains 2631 members 
Mstep: Class 22 contains 47918 members 
Mstep: Class 23 contains 7439 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 7865 members 
Mstep: Class 26 contains 2174 members 
Mstep: Class 27 contains 6209 members 
Entering Unmasked Estep 
Score: -35922908.000000 Penalty: 59117.878906
Splitting cluster 3 changes total score from -35922652.000000 to -35922908.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 4 (93080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93080 members 
Entering Unmasked Estep 
Score: -5027855.000000 Penalty: 1859.197388
	Iteration 0F: 2 clusters Score -5027855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46556 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -4965845.000000 Penalty: 3718.394775
	Iteration 0F: 3 clusters Score -4965845 nChanged 44344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -4992020.500000 Penalty: 3718.394775
	Iteration 1F: 3 clusters Score -4992020 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -4993219.500000 Penalty: 3718.394775
	Iteration 2Q: 3 clusters Score -4993220 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -4994771.500000 Penalty: 3718.394775
	Iteration 3Q: 3 clusters Score -4994772 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46182 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -4996843.500000 Penalty: 3718.394775
	Iteration 4Q: 3 clusters Score -4996844 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 47293 members 
Entering Unmasked Estep 
Score: -4999708.500000 Penalty: 3718.394775
	Iteration 5F: 3 clusters Score -4999708 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -5003497.500000 Penalty: 3718.394775
	Iteration 6F: 3 clusters Score -5003498 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -5007616.000000 Penalty: 3718.394775
	Iteration 7F: 3 clusters Score -5007616 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -5010454.000000 Penalty: 3718.394775
	Iteration 8F: 3 clusters Score -5010454 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -5011760.000000 Penalty: 3718.394775
	Iteration 9Q: 3 clusters Score -5011760 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -5012163.500000 Penalty: 3718.394775
	Iteration 10Q: 3 clusters Score -5012164 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -5012356.000000 Penalty: 3718.394775
	Iteration 11Q: 3 clusters Score -5012356 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 47973 members 
Entering Unmasked Estep 
Score: -5012474.500000 Penalty: 3718.394775
	Iteration 12Q: 3 clusters Score -5012474 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -5012611.500000 Penalty: 3718.394775
	Iteration 13Q: 3 clusters Score -5012612 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -5012722.000000 Penalty: 3718.394775
	Iteration 14Q: 3 clusters Score -5012722 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -5012804.000000 Penalty: 3718.394775
	Iteration 15Q: 3 clusters Score -5012804 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -5012886.000000 Penalty: 3718.394775
	Iteration 16Q: 3 clusters Score -5012886 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 48460 members 
Entering Unmasked Estep 
Score: -5012959.000000 Penalty: 3718.394775
	Iteration 17Q: 3 clusters Score -5012959 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -5013087.000000 Penalty: 3718.394775
	Iteration 18Q: 3 clusters Score -5013087 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44280 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -5013239.500000 Penalty: 3718.394775
	Iteration 19Q: 3 clusters Score -5013240 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 48987 members 
Entering Unmasked Estep 
Score: -5013409.500000 Penalty: 3718.394775
	Iteration 20F: 3 clusters Score -5013410 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 49232 members 
Entering Unmasked Estep 
Score: -5013637.500000 Penalty: 3718.394775
	Iteration 21Q: 3 clusters Score -5013638 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -5013808.500000 Penalty: 3718.394775
	Iteration 22Q: 3 clusters Score -5013808 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -5013984.000000 Penalty: 3718.394775
	Iteration 23Q: 3 clusters Score -5013984 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 50130 members 
Entering Unmasked Estep 
Score: -5014230.500000 Penalty: 3718.394775
	Iteration 24Q: 3 clusters Score -5014230 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -5014446.000000 Penalty: 3718.394775
	Iteration 25Q: 3 clusters Score -5014446 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -5014675.500000 Penalty: 3718.394775
	Iteration 26Q: 3 clusters Score -5014676 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -5014945.000000 Penalty: 3718.394775
	Iteration 27Q: 3 clusters Score -5014945 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -5015215.500000 Penalty: 3718.394775
	Iteration 28Q: 3 clusters Score -5015216 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 52224 members 
Entering Unmasked Estep 
Score: -5015483.000000 Penalty: 3718.394775
	Iteration 29Q: 3 clusters Score -5015483 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 52702 members 
Entering Unmasked Estep 
Score: -5015754.500000 Penalty: 3718.394775
	Iteration 30Q: 3 clusters Score -5015754 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 53172 members 
Entering Unmasked Estep 
Score: -5015999.500000 Penalty: 3718.394775
	Iteration 31Q: 3 clusters Score -5016000 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -5016276.500000 Penalty: 3718.394775
	Iteration 32Q: 3 clusters Score -5016276 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 54036 members 
Entering Unmasked Estep 
Score: -5016571.500000 Penalty: 3718.394775
	Iteration 33Q: 3 clusters Score -5016572 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -5016870.500000 Penalty: 3718.394775
	Iteration 34Q: 3 clusters Score -5016870 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 54890 members 
Entering Unmasked Estep 
Score: -5017080.500000 Penalty: 3718.394775
	Iteration 35Q: 3 clusters Score -5017080 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 55329 members 
Entering Unmasked Estep 
Score: -5017279.500000 Penalty: 3718.394775
	Iteration 36Q: 3 clusters Score -5017280 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -5017498.000000 Penalty: 3718.394775
	Iteration 37Q: 3 clusters Score -5017498 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 56337 members 
Entering Unmasked Estep 
Score: -5017690.000000 Penalty: 3718.394775
	Iteration 38Q: 3 clusters Score -5017690 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -5017886.000000 Penalty: 3718.394775
	Iteration 39Q: 3 clusters Score -5017886 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 57430 members 
Entering Unmasked Estep 
Score: -5018041.000000 Penalty: 3718.394775
	Iteration 40F: 3 clusters Score -5018041 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 57961 members 
Entering Unmasked Estep 
Score: -5018151.000000 Penalty: 3718.394775
	Iteration 41Q: 3 clusters Score -5018151 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 58518 members 
Entering Unmasked Estep 
Score: -5018287.000000 Penalty: 3718.394775
	Iteration 42Q: 3 clusters Score -5018287 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 59072 members 
Entering Unmasked Estep 
Score: -5018420.000000 Penalty: 3718.394775
	Iteration 43Q: 3 clusters Score -5018420 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 59636 members 
Entering Unmasked Estep 
Score: -5018545.500000 Penalty: 3718.394775
	Iteration 44Q: 3 clusters Score -5018546 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 60182 members 
Entering Unmasked Estep 
Score: -5018620.000000 Penalty: 3718.394775
	Iteration 45Q: 3 clusters Score -5018620 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 60747 members 
Entering Unmasked Estep 
Score: -5018741.000000 Penalty: 3718.394775
	Iteration 46Q: 3 clusters Score -5018741 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 61333 members 
Entering Unmasked Estep 
Score: -5018843.500000 Penalty: 3718.394775
	Iteration 47Q: 3 clusters Score -5018844 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 61932 members 
Entering Unmasked Estep 
Score: -5018937.500000 Penalty: 3718.394775
	Iteration 48Q: 3 clusters Score -5018938 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 62508 members 
Entering Unmasked Estep 
Score: -5019060.500000 Penalty: 3718.394775
	Iteration 49Q: 3 clusters Score -5019060 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 63089 members 
Entering Unmasked Estep 
Score: -5019144.500000 Penalty: 3718.394775
	Iteration 50Q: 3 clusters Score -5019144 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 63674 members 
Entering Unmasked Estep 
Score: -5019230.000000 Penalty: 3718.394775
	Iteration 51Q: 3 clusters Score -5019230 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 64268 members 
Entering Unmasked Estep 
Score: -5019323.500000 Penalty: 3718.394775
	Iteration 52Q: 3 clusters Score -5019324 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 64834 members 
Entering Unmasked Estep 
Score: -5019395.000000 Penalty: 3718.394775
	Iteration 53Q: 3 clusters Score -5019395 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 65412 members 
Entering Unmasked Estep 
Score: -5019457.000000 Penalty: 3718.394775
	Iteration 54Q: 3 clusters Score -5019457 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 66023 members 
Entering Unmasked Estep 
Score: -5019526.500000 Penalty: 3718.394775
	Iteration 55Q: 3 clusters Score -5019526 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 66620 members 
Entering Unmasked Estep 
Score: -5019609.000000 Penalty: 3718.394775
	Iteration 56Q: 3 clusters Score -5019609 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 67246 members 
Entering Unmasked Estep 
Score: -5019683.500000 Penalty: 3718.394775
	Iteration 57Q: 3 clusters Score -5019684 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 67871 members 
Entering Unmasked Estep 
Score: -5019785.500000 Penalty: 3718.394775
	Iteration 58Q: 3 clusters Score -5019786 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 68507 members 
Entering Unmasked Estep 
Score: -5019873.000000 Penalty: 3718.394775
	Iteration 59Q: 3 clusters Score -5019873 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 69140 members 
Entering Unmasked Estep 
Score: -5019973.500000 Penalty: 3718.394775
	Iteration 60F: 3 clusters Score -5019974 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 69756 members 
Entering Unmasked Estep 
Score: -5020095.500000 Penalty: 3718.394775
	Iteration 61Q: 3 clusters Score -5020096 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 70378 members 
Entering Unmasked Estep 
Score: -5020180.500000 Penalty: 3718.394775
	Iteration 62Q: 3 clusters Score -5020180 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 71002 members 
Entering Unmasked Estep 
Score: -5020252.500000 Penalty: 3718.394775
	Iteration 63Q: 3 clusters Score -5020252 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 71633 members 
Entering Unmasked Estep 
Score: -5020384.500000 Penalty: 3718.394775
	Iteration 64Q: 3 clusters Score -5020384 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 72260 members 
Entering Unmasked Estep 
Score: -5020480.500000 Penalty: 3718.394775
	Iteration 65Q: 3 clusters Score -5020480 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 72921 members 
Entering Unmasked Estep 
Score: -5020605.000000 Penalty: 3718.394775
	Iteration 66Q: 3 clusters Score -5020605 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 73596 members 
Entering Unmasked Estep 
Score: -5020695.000000 Penalty: 3718.394775
	Iteration 67Q: 3 clusters Score -5020695 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 74267 members 
Entering Unmasked Estep 
Score: -5020820.500000 Penalty: 3718.394775
	Iteration 68Q: 3 clusters Score -5020820 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 74931 members 
Entering Unmasked Estep 
Score: -5020948.500000 Penalty: 3718.394775
	Iteration 69Q: 3 clusters Score -5020948 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 75627 members 
Entering Unmasked Estep 
Score: -5021061.000000 Penalty: 3718.394775
	Iteration 70Q: 3 clusters Score -5021061 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 76345 members 
Entering Unmasked Estep 
Score: -5021210.500000 Penalty: 3718.394775
	Iteration 71Q: 3 clusters Score -5021210 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 77123 members 
Entering Unmasked Estep 
Score: -5021366.000000 Penalty: 3718.394775
	Iteration 72Q: 3 clusters Score -5021366 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 77929 members 
Entering Unmasked Estep 
Score: -5021542.000000 Penalty: 3718.394775
	Iteration 73Q: 3 clusters Score -5021542 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 78701 members 
Entering Unmasked Estep 
Score: -5021763.500000 Penalty: 3718.394775
	Iteration 74Q: 3 clusters Score -5021764 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 79500 members 
Entering Unmasked Estep 
Score: -5021975.000000 Penalty: 3718.394775
	Iteration 75Q: 3 clusters Score -5021975 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 80316 members 
Entering Unmasked Estep 
Score: -5022159.500000 Penalty: 3718.394775
	Iteration 76Q: 3 clusters Score -5022160 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 81100 members 
Entering Unmasked Estep 
Score: -5022380.000000 Penalty: 3718.394775
	Iteration 77Q: 3 clusters Score -5022380 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 81923 members 
Entering Unmasked Estep 
Score: -5022616.000000 Penalty: 3718.394775
	Iteration 78Q: 3 clusters Score -5022616 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 82732 members 
Entering Unmasked Estep 
Score: -5022866.500000 Penalty: 3718.394775
	Iteration 79Q: 3 clusters Score -5022866 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 83545 members 
Entering Unmasked Estep 
Score: -5023146.000000 Penalty: 3718.394775
	Iteration 80F: 3 clusters Score -5023146 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 84331 members 
Entering Unmasked Estep 
Score: -5023397.500000 Penalty: 3718.394775
	Iteration 81Q: 3 clusters Score -5023398 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 85135 members 
Entering Unmasked Estep 
Score: -5023685.500000 Penalty: 3718.394775
	Iteration 82Q: 3 clusters Score -5023686 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 85880 members 
Entering Unmasked Estep 
Score: -5023978.500000 Penalty: 3718.394775
	Iteration 83Q: 3 clusters Score -5023978 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 86600 members 
Entering Unmasked Estep 
Score: -5024258.500000 Penalty: 3718.394775
	Iteration 84Q: 3 clusters Score -5024258 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 87295 members 
Entering Unmasked Estep 
Score: -5024531.500000 Penalty: 3718.394775
	Iteration 85Q: 3 clusters Score -5024532 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 87915 members 
Entering Unmasked Estep 
Score: -5024792.000000 Penalty: 3718.394775
	Iteration 86Q: 3 clusters Score -5024792 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 88469 members 
Entering Unmasked Estep 
Score: -5025000.500000 Penalty: 3718.394775
	Iteration 87Q: 3 clusters Score -5025000 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 88948 members 
Entering Unmasked Estep 
Score: -5025158.500000 Penalty: 3718.394775
	Iteration 88Q: 3 clusters Score -5025158 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 89387 members 
Entering Unmasked Estep 
Score: -5025307.000000 Penalty: 3718.394775
	Iteration 89Q: 3 clusters Score -5025307 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 89809 members 
Entering Unmasked Estep 
Score: -5025488.500000 Penalty: 3718.394775
	Iteration 90Q: 3 clusters Score -5025488 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 90208 members 
Entering Unmasked Estep 
Score: -5025662.000000 Penalty: 3718.394775
	Iteration 91Q: 3 clusters Score -5025662 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 90543 members 
Entering Unmasked Estep 
Score: -5025800.000000 Penalty: 3718.394775
	Iteration 92Q: 3 clusters Score -5025800 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 90824 members 
Entering Unmasked Estep 
Score: -5025917.500000 Penalty: 3718.394775
	Iteration 93Q: 3 clusters Score -5025918 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 91059 members 
Entering Unmasked Estep 
Score: -5026018.500000 Penalty: 3718.394775
	Iteration 94Q: 3 clusters Score -5026018 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 91247 members 
Entering Unmasked Estep 
Score: -5026082.500000 Penalty: 3718.394775
	Iteration 95Q: 3 clusters Score -5026082 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 91394 members 
Entering Unmasked Estep 
Score: -5026125.000000 Penalty: 3718.394775
	Iteration 96Q: 3 clusters Score -5026125 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 91513 members 
Entering Unmasked Estep 
Score: -5026170.000000 Penalty: 3718.394775
	Iteration 97Q: 3 clusters Score -5026170 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 91619 members 
Entering Unmasked Estep 
Score: -5026208.000000 Penalty: 3718.394775
	Iteration 98Q: 3 clusters Score -5026208 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 91703 members 
Entering Unmasked Estep 
Score: -5026251.500000 Penalty: 3718.394775
	Iteration 99Q: 3 clusters Score -5026252 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 91771 members 
Entering Unmasked Estep 
Score: -5026272.500000 Penalty: 3718.394775
	Iteration 100F: 3 clusters Score -5026272 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 91827 members 
Entering Unmasked Estep 
Score: -5026292.000000 Penalty: 3718.394775
	Iteration 101Q: 3 clusters Score -5026292 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 91888 members 
Entering Unmasked Estep 
Score: -5026308.000000 Penalty: 3718.394775
	Iteration 102Q: 3 clusters Score -5026308 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 91929 members 
Entering Unmasked Estep 
Score: -5026322.500000 Penalty: 3718.394775
	Iteration 103Q: 3 clusters Score -5026322 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 91971 members 
Entering Unmasked Estep 
Score: -5026329.000000 Penalty: 3718.394775
	Iteration 104Q: 3 clusters Score -5026329 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 92011 members 
Entering Unmasked Estep 
Score: -5026344.500000 Penalty: 3718.394775
	Iteration 105Q: 3 clusters Score -5026344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 92044 members 
Entering Unmasked Estep 
Score: -5026350.000000 Penalty: 3718.394775
	Iteration 106Q: 3 clusters Score -5026350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 92069 members 
Entering Unmasked Estep 
Score: -5026361.000000 Penalty: 3718.394775
	Iteration 107Q: 3 clusters Score -5026361 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 92096 members 
Entering Unmasked Estep 
Score: -5026370.500000 Penalty: 3718.394775
	Iteration 108Q: 3 clusters Score -5026370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 92112 members 
Entering Unmasked Estep 
Score: -5026377.000000 Penalty: 3718.394775
	Iteration 109Q: 3 clusters Score -5026377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 92131 members 
Entering Unmasked Estep 
Score: -5026380.500000 Penalty: 3718.394775
	Iteration 110Q: 3 clusters Score -5026380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 92140 members 
Entering Unmasked Estep 
Score: -5026388.500000 Penalty: 3718.394775
	Iteration 111Q: 3 clusters Score -5026388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 92142 members 
Entering Unmasked Estep 
Score: -5026383.000000 Penalty: 3718.394775
	Iteration 112Q: 3 clusters Score -5026383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 92144 members 
Entering Unmasked Estep 
Score: -5026386.500000 Penalty: 3718.394775
	Iteration 113Q: 3 clusters Score -5026386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 92145 members 
Entering Unmasked Estep 
Score: -5026388.000000 Penalty: 3718.394775
	Iteration 114Q: 3 clusters Score -5026388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 92147 members 
Entering Unmasked Estep 
Score: -5026387.000000 Penalty: 3718.394775
	Iteration 115Q: 3 clusters Score -5026387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 92149 members 
Entering Unmasked Estep 
Score: -5026386.500000 Penalty: 3718.394775
	Iteration 116Q: 3 clusters Score -5026386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 92151 members 
Entering Unmasked Estep 
Score: -5026386.500000 Penalty: 3718.394775
	Iteration 117Q: 3 clusters Score -5026386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 92155 members 
Entering Unmasked Estep 
Score: -5026382.000000 Penalty: 3718.394775
	Iteration 118Q: 3 clusters Score -5026382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 92159 members 
Entering Unmasked Estep 
Score: -5026386.000000 Penalty: 3718.394775
	Iteration 119Q: 3 clusters Score -5026386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 92164 members 
Entering Unmasked Estep 
Score: -5026386.500000 Penalty: 3718.394775
	Iteration 120F: 3 clusters Score -5026386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 92170 members 
Entering Unmasked Estep 
Score: -5026386.000000 Penalty: 3718.394775
	Iteration 121Q: 3 clusters Score -5026386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 92172 members 
Entering Unmasked Estep 
Score: -5026387.000000 Penalty: 3718.394775
	Iteration 122Q: 3 clusters Score -5026387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 92173 members 
Entering Unmasked Estep 
Score: -5026388.500000 Penalty: 3718.394775
	Iteration 123Q: 3 clusters Score -5026388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 92175 members 
Entering Unmasked Estep 
Score: -5026391.000000 Penalty: 3718.394775
	Iteration 124Q: 3 clusters Score -5026391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 92175 members 
Entering Unmasked Estep 
Score: -5026391.000000 Penalty: 3718.394775
	Iteration 125F: 3 clusters Score -5026391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Entering Unmasked Estep 
Score: -439466.218750 Penalty: 1482.032104
	Iteration 0F: 2 clusters Score -439466.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -432781.125000 Penalty: 2964.064209
	Iteration 0F: 3 clusters Score -432781.1 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -434880.156250 Penalty: 2964.064209
	Iteration 1F: 3 clusters Score -434880.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -435108.187500 Penalty: 2964.064209
	Iteration 2F: 3 clusters Score -435108.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -435286.531250 Penalty: 2964.064209
	Iteration 3Q: 3 clusters Score -435286.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -435487.468750 Penalty: 2964.064209
	Iteration 4Q: 3 clusters Score -435487.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -435747.750000 Penalty: 2964.064209
	Iteration 5Q: 3 clusters Score -435747.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -436045.375000 Penalty: 2964.064209
	Iteration 6F: 3 clusters Score -436045.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -436394.281250 Penalty: 2964.064209
	Iteration 7F: 3 clusters Score -436394.3 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -436852.875000 Penalty: 2964.064209
	Iteration 8F: 3 clusters Score -436852.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -437314.343750 Penalty: 2964.064209
	Iteration 9F: 3 clusters Score -437314.3 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -437700.250000 Penalty: 2964.064209
	Iteration 10Q: 3 clusters Score -437700.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -437988.500000 Penalty: 2964.064209
	Iteration 11Q: 3 clusters Score -437988.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -438209.843750 Penalty: 2964.064209
	Iteration 12Q: 3 clusters Score -438209.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -438414.625000 Penalty: 2964.064209
	Iteration 13Q: 3 clusters Score -438414.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -438574.343750 Penalty: 2964.064209
	Iteration 14Q: 3 clusters Score -438574.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -438685.000000 Penalty: 2964.064209
	Iteration 15Q: 3 clusters Score -438685 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -438745.156250 Penalty: 2964.064209
	Iteration 16Q: 3 clusters Score -438745.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -438780.437500 Penalty: 2964.064209
	Iteration 17Q: 3 clusters Score -438780.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -438804.875000 Penalty: 2964.064209
	Iteration 18Q: 3 clusters Score -438804.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -438821.687500 Penalty: 2964.064209
	Iteration 19Q: 3 clusters Score -438821.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -438832.281250 Penalty: 2964.064209
	Iteration 20F: 3 clusters Score -438832.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -438848.218750 Penalty: 2964.064209
	Iteration 21Q: 3 clusters Score -438848.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -438860.562500 Penalty: 2964.064209
	Iteration 22Q: 3 clusters Score -438860.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -438871.687500 Penalty: 2964.064209
	Iteration 23Q: 3 clusters Score -438871.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -438877.250000 Penalty: 2964.064209
	Iteration 24Q: 3 clusters Score -438877.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -438879.687500 Penalty: 2964.064209
	Iteration 25Q: 3 clusters Score -438879.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -438882.312500 Penalty: 2964.064209
	Iteration 26Q: 3 clusters Score -438882.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -438883.062500 Penalty: 2964.064209
	Iteration 27Q: 3 clusters Score -438883.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -438885.687500 Penalty: 2964.064209
	Iteration 28Q: 3 clusters Score -438885.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -438888.406250 Penalty: 2964.064209
	Iteration 29Q: 3 clusters Score -438888.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -438891.437500 Penalty: 2964.064209
	Iteration 30Q: 3 clusters Score -438891.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -438894.968750 Penalty: 2964.064209
	Iteration 31Q: 3 clusters Score -438895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -438896.093750 Penalty: 2964.064209
	Iteration 32Q: 3 clusters Score -438896.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -438897.062500 Penalty: 2964.064209
	Iteration 33Q: 3 clusters Score -438897.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -438897.375000 Penalty: 2964.064209
	Iteration 34Q: 3 clusters Score -438897.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -438897.593750 Penalty: 2964.064209
	Iteration 35Q: 3 clusters Score -438897.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -438897.812500 Penalty: 2964.064209
	Iteration 36Q: 3 clusters Score -438897.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -438897.812500 Penalty: 2964.064209
	Iteration 37F: 3 clusters Score -438897.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Entering Unmasked Estep 
Score: -648261.812500 Penalty: 1553.341431
	Iteration 0F: 2 clusters Score -648261.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -638485.187500 Penalty: 3106.682861
	Iteration 0F: 3 clusters Score -638485.2 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -642039.875000 Penalty: 3106.682861
	Iteration 1F: 3 clusters Score -642039.9 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -642325.187500 Penalty: 3106.682861
	Iteration 2F: 3 clusters Score -642325.2 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -642578.375000 Penalty: 3106.682861
	Iteration 3Q: 3 clusters Score -642578.4 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -642820.187500 Penalty: 3106.682861
	Iteration 4Q: 3 clusters Score -642820.2 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -643072.500000 Penalty: 3106.682861
	Iteration 5Q: 3 clusters Score -643072.5 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -643280.500000 Penalty: 3106.682861
	Iteration 6Q: 3 clusters Score -643280.5 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -643487.312500 Penalty: 3106.682861
	Iteration 7Q: 3 clusters Score -643487.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -643701.312500 Penalty: 3106.682861
	Iteration 8Q: 3 clusters Score -643701.3 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -643950.750000 Penalty: 3106.682861
	Iteration 9Q: 3 clusters Score -643950.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -644172.500000 Penalty: 3106.682861
	Iteration 10Q: 3 clusters Score -644172.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -644401.750000 Penalty: 3106.682861
	Iteration 11Q: 3 clusters Score -644401.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -644615.125000 Penalty: 3106.682861
	Iteration 12Q: 3 clusters Score -644615.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -644823.625000 Penalty: 3106.682861
	Iteration 13Q: 3 clusters Score -644823.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -645022.187500 Penalty: 3106.682861
	Iteration 14Q: 3 clusters Score -645022.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -645210.937500 Penalty: 3106.682861
	Iteration 15Q: 3 clusters Score -645210.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -645460.437500 Penalty: 3106.682861
	Iteration 16Q: 3 clusters Score -645460.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -645720.250000 Penalty: 3106.682861
	Iteration 17Q: 3 clusters Score -645720.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -645940.125000 Penalty: 3106.682861
	Iteration 18Q: 3 clusters Score -645940.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -646126.187500 Penalty: 3106.682861
	Iteration 19Q: 3 clusters Score -646126.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -646282.437500 Penalty: 3106.682861
	Iteration 20F: 3 clusters Score -646282.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -646398.812500 Penalty: 3106.682861
	Iteration 21Q: 3 clusters Score -646398.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -646507.875000 Penalty: 3106.682861
	Iteration 22Q: 3 clusters Score -646507.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -646623.000000 Penalty: 3106.682861
	Iteration 23Q: 3 clusters Score -646623 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -646780.375000 Penalty: 3106.682861
	Iteration 24Q: 3 clusters Score -646780.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -646962.312500 Penalty: 3106.682861
	Iteration 25Q: 3 clusters Score -646962.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -647113.437500 Penalty: 3106.682861
	Iteration 26Q: 3 clusters Score -647113.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -647193.750000 Penalty: 3106.682861
	Iteration 27Q: 3 clusters Score -647193.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -647249.187500 Penalty: 3106.682861
	Iteration 28Q: 3 clusters Score -647249.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -647287.687500 Penalty: 3106.682861
	Iteration 29Q: 3 clusters Score -647287.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -647314.812500 Penalty: 3106.682861
	Iteration 30Q: 3 clusters Score -647314.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -647331.875000 Penalty: 3106.682861
	Iteration 31Q: 3 clusters Score -647331.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -647343.750000 Penalty: 3106.682861
	Iteration 32Q: 3 clusters Score -647343.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -647352.500000 Penalty: 3106.682861
	Iteration 33Q: 3 clusters Score -647352.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -647354.687500 Penalty: 3106.682861
	Iteration 34Q: 3 clusters Score -647354.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -647358.187500 Penalty: 3106.682861
	Iteration 35Q: 3 clusters Score -647358.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -647360.375000 Penalty: 3106.682861
	Iteration 36Q: 3 clusters Score -647360.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -647362.812500 Penalty: 3106.682861
	Iteration 37Q: 3 clusters Score -647362.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -647364.000000 Penalty: 3106.682861
	Iteration 38Q: 3 clusters Score -647364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -647363.312500 Penalty: 3106.682861
	Iteration 39Q: 3 clusters Score -647363.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -647364.750000 Penalty: 3106.682861
	Iteration 40F: 3 clusters Score -647364.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -647363.812500 Penalty: 3106.682861
	Iteration 41Q: 3 clusters Score -647363.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -647363.000000 Penalty: 3106.682861
	Iteration 42Q: 3 clusters Score -647363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -647363.000000 Penalty: 3106.682861
	Iteration 43F: 3 clusters Score -647363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Entering Unmasked Estep 
Score: -748236.437500 Penalty: 1548.759644
	Iteration 0F: 2 clusters Score -748236.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -738683.625000 Penalty: 3097.519287
	Iteration 0F: 3 clusters Score -738683.6 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -741921.937500 Penalty: 3097.519287
	Iteration 1F: 3 clusters Score -741921.9 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -742219.375000 Penalty: 3097.519287
	Iteration 2F: 3 clusters Score -742219.4 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -742507.500000 Penalty: 3097.519287
	Iteration 3F: 3 clusters Score -742507.5 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -742776.937500 Penalty: 3097.519287
	Iteration 4Q: 3 clusters Score -742776.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -743044.562500 Penalty: 3097.519287
	Iteration 5Q: 3 clusters Score -743044.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -743333.687500 Penalty: 3097.519287
	Iteration 6Q: 3 clusters Score -743333.7 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -743690.312500 Penalty: 3097.519287
	Iteration 7Q: 3 clusters Score -743690.3 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -744103.687500 Penalty: 3097.519287
	Iteration 8F: 3 clusters Score -744103.7 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -744570.937500 Penalty: 3097.519287
	Iteration 9F: 3 clusters Score -744570.9 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -745075.625000 Penalty: 3097.519287
	Iteration 10Q: 3 clusters Score -745075.6 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -745548.625000 Penalty: 3097.519287
	Iteration 11Q: 3 clusters Score -745548.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -745957.562500 Penalty: 3097.519287
	Iteration 12Q: 3 clusters Score -745957.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -746289.875000 Penalty: 3097.519287
	Iteration 13Q: 3 clusters Score -746289.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -746523.000000 Penalty: 3097.519287
	Iteration 14Q: 3 clusters Score -746523 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -746664.687500 Penalty: 3097.519287
	Iteration 15Q: 3 clusters Score -746664.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -746730.437500 Penalty: 3097.519287
	Iteration 16Q: 3 clusters Score -746730.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -746781.375000 Penalty: 3097.519287
	Iteration 17Q: 3 clusters Score -746781.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -746813.062500 Penalty: 3097.519287
	Iteration 18Q: 3 clusters Score -746813.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -746831.312500 Penalty: 3097.519287
	Iteration 19Q: 3 clusters Score -746831.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -746844.250000 Penalty: 3097.519287
	Iteration 20F: 3 clusters Score -746844.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -746850.687500 Penalty: 3097.519287
	Iteration 21Q: 3 clusters Score -746850.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -746854.625000 Penalty: 3097.519287
	Iteration 22Q: 3 clusters Score -746854.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -746856.312500 Penalty: 3097.519287
	Iteration 23Q: 3 clusters Score -746856.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -746860.812500 Penalty: 3097.519287
	Iteration 24Q: 3 clusters Score -746860.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -746863.250000 Penalty: 3097.519287
	Iteration 25Q: 3 clusters Score -746863.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -746869.062500 Penalty: 3097.519287
	Iteration 26Q: 3 clusters Score -746869.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -746875.250000 Penalty: 3097.519287
	Iteration 27Q: 3 clusters Score -746875.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -746877.312500 Penalty: 3097.519287
	Iteration 28Q: 3 clusters Score -746877.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -746878.000000 Penalty: 3097.519287
	Iteration 29Q: 3 clusters Score -746878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -746880.625000 Penalty: 3097.519287
	Iteration 30Q: 3 clusters Score -746880.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -746881.750000 Penalty: 3097.519287
	Iteration 31Q: 3 clusters Score -746881.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -746882.562500 Penalty: 3097.519287
	Iteration 32Q: 3 clusters Score -746882.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -746882.562500 Penalty: 3097.519287
	Iteration 33F: 3 clusters Score -746882.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -97020.968750 Penalty: 1278.591309
	Iteration 0F: 2 clusters Score -97020.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -94570.960938 Penalty: 2557.182617
	Iteration 0F: 3 clusters Score -94570.96 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -95238.062500 Penalty: 2557.182617
	Iteration 1F: 3 clusters Score -95238.06 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -95410.710938 Penalty: 2557.182617
	Iteration 2F: 3 clusters Score -95410.71 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -95549.304688 Penalty: 2557.182617
	Iteration 3F: 3 clusters Score -95549.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -95688.812500 Penalty: 2557.182617
	Iteration 4F: 3 clusters Score -95688.81 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -95817.851562 Penalty: 2557.182617
	Iteration 5Q: 3 clusters Score -95817.85 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -95924.539062 Penalty: 2557.182617
	Iteration 6Q: 3 clusters Score -95924.54 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -96008.070312 Penalty: 2557.182617
	Iteration 7Q: 3 clusters Score -96008.07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -96074.984375 Penalty: 2557.182617
	Iteration 8Q: 3 clusters Score -96074.98 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -96137.570312 Penalty: 2557.182617
	Iteration 9Q: 3 clusters Score -96137.57 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -96180.835938 Penalty: 2557.182617
	Iteration 10Q: 3 clusters Score -96180.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -96214.554688 Penalty: 2557.182617
	Iteration 11Q: 3 clusters Score -96214.55 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -96278.171875 Penalty: 2557.182617
	Iteration 12Q: 3 clusters Score -96278.17 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -96336.304688 Penalty: 2557.182617
	Iteration 13Q: 3 clusters Score -96336.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -96399.562500 Penalty: 2557.182617
	Iteration 14Q: 3 clusters Score -96399.56 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -96462.757812 Penalty: 2557.182617
	Iteration 15Q: 3 clusters Score -96462.76 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -96515.468750 Penalty: 2557.182617
	Iteration 16Q: 3 clusters Score -96515.47 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -96550.070312 Penalty: 2557.182617
	Iteration 17Q: 3 clusters Score -96550.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -96575.250000 Penalty: 2557.182617
	Iteration 18Q: 3 clusters Score -96575.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -96592.609375 Penalty: 2557.182617
	Iteration 19Q: 3 clusters Score -96592.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -96607.179688 Penalty: 2557.182617
	Iteration 20F: 3 clusters Score -96607.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -96619.875000 Penalty: 2557.182617
	Iteration 21Q: 3 clusters Score -96619.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -96633.367188 Penalty: 2557.182617
	Iteration 22Q: 3 clusters Score -96633.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -96647.070312 Penalty: 2557.182617
	Iteration 23Q: 3 clusters Score -96647.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -96660.843750 Penalty: 2557.182617
	Iteration 24Q: 3 clusters Score -96660.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -96671.492188 Penalty: 2557.182617
	Iteration 25Q: 3 clusters Score -96671.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -96677.835938 Penalty: 2557.182617
	Iteration 26Q: 3 clusters Score -96677.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -96683.523438 Penalty: 2557.182617
	Iteration 27Q: 3 clusters Score -96683.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -96687.140625 Penalty: 2557.182617
	Iteration 28Q: 3 clusters Score -96687.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -96688.882812 Penalty: 2557.182617
	Iteration 29Q: 3 clusters Score -96688.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -96689.492188 Penalty: 2557.182617
	Iteration 30Q: 3 clusters Score -96689.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -96689.664062 Penalty: 2557.182617
	Iteration 31Q: 3 clusters Score -96689.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -96689.664062 Penalty: 2557.182617
	Iteration 32F: 3 clusters Score -96689.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Entering Unmasked Estep 
Score: -180575.515625 Penalty: 1328.068604
	Iteration 0F: 2 clusters Score -180575.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -177490.750000 Penalty: 2656.137207
	Iteration 0F: 3 clusters Score -177490.8 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -178223.328125 Penalty: 2656.137207
	Iteration 1F: 3 clusters Score -178223.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -178399.359375 Penalty: 2656.137207
	Iteration 2F: 3 clusters Score -178399.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -178503.562500 Penalty: 2656.137207
	Iteration 3F: 3 clusters Score -178503.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -178589.968750 Penalty: 2656.137207
	Iteration 4Q: 3 clusters Score -178590 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -178678.640625 Penalty: 2656.137207
	Iteration 5Q: 3 clusters Score -178678.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -178765.375000 Penalty: 2656.137207
	Iteration 6Q: 3 clusters Score -178765.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -178878.671875 Penalty: 2656.137207
	Iteration 7Q: 3 clusters Score -178878.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -179001.203125 Penalty: 2656.137207
	Iteration 8Q: 3 clusters Score -179001.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -179128.671875 Penalty: 2656.137207
	Iteration 9Q: 3 clusters Score -179128.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -179230.578125 Penalty: 2656.137207
	Iteration 10Q: 3 clusters Score -179230.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -179303.062500 Penalty: 2656.137207
	Iteration 11Q: 3 clusters Score -179303.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -179359.703125 Penalty: 2656.137207
	Iteration 12Q: 3 clusters Score -179359.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -179392.609375 Penalty: 2656.137207
	Iteration 13Q: 3 clusters Score -179392.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -179414.796875 Penalty: 2656.137207
	Iteration 14Q: 3 clusters Score -179414.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -179433.656250 Penalty: 2656.137207
	Iteration 15Q: 3 clusters Score -179433.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -179447.218750 Penalty: 2656.137207
	Iteration 16Q: 3 clusters Score -179447.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -179457.875000 Penalty: 2656.137207
	Iteration 17Q: 3 clusters Score -179457.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -179462.718750 Penalty: 2656.137207
	Iteration 18Q: 3 clusters Score -179462.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -179465.484375 Penalty: 2656.137207
	Iteration 19Q: 3 clusters Score -179465.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -179469.156250 Penalty: 2656.137207
	Iteration 20F: 3 clusters Score -179469.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -179471.687500 Penalty: 2656.137207
	Iteration 21Q: 3 clusters Score -179471.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -179473.921875 Penalty: 2656.137207
	Iteration 22Q: 3 clusters Score -179473.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -179476.203125 Penalty: 2656.137207
	Iteration 23Q: 3 clusters Score -179476.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -179478.156250 Penalty: 2656.137207
	Iteration 24Q: 3 clusters Score -179478.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -179478.906250 Penalty: 2656.137207
	Iteration 25Q: 3 clusters Score -179478.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -179478.906250 Penalty: 2656.137207
	Iteration 26Q: 3 clusters Score -179478.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -179478.906250 Penalty: 2656.137207
	Iteration 27F: 3 clusters Score -179478.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Entering Unmasked Estep 
Score: -98581.460938 Penalty: 1221.597168
	Iteration 0F: 2 clusters Score -98581.46 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 932 members 
Entering Unmasked Estep 
Score: -96571.875000 Penalty: 2443.194336
	Iteration 0F: 3 clusters Score -96571.88 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -96995.109375 Penalty: 2443.194336
	Iteration 1F: 3 clusters Score -96995.11 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -97107.554688 Penalty: 2443.194336
	Iteration 2F: 3 clusters Score -97107.55 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -97164.695312 Penalty: 2443.194336
	Iteration 3F: 3 clusters Score -97164.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -97185.187500 Penalty: 2443.194336
	Iteration 4Q: 3 clusters Score -97185.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -97200.585938 Penalty: 2443.194336
	Iteration 5Q: 3 clusters Score -97200.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -97213.585938 Penalty: 2443.194336
	Iteration 6Q: 3 clusters Score -97213.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -97224.804688 Penalty: 2443.194336
	Iteration 7Q: 3 clusters Score -97224.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -97230.562500 Penalty: 2443.194336
	Iteration 8Q: 3 clusters Score -97230.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -97238.640625 Penalty: 2443.194336
	Iteration 9Q: 3 clusters Score -97238.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -97245.554688 Penalty: 2443.194336
	Iteration 10Q: 3 clusters Score -97245.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -97252.101562 Penalty: 2443.194336
	Iteration 11Q: 3 clusters Score -97252.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -97256.601562 Penalty: 2443.194336
	Iteration 12Q: 3 clusters Score -97256.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -97261.531250 Penalty: 2443.194336
	Iteration 13Q: 3 clusters Score -97261.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -97271.000000 Penalty: 2443.194336
	Iteration 14Q: 3 clusters Score -97271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -97280.843750 Penalty: 2443.194336
	Iteration 15Q: 3 clusters Score -97280.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -97289.054688 Penalty: 2443.194336
	Iteration 16Q: 3 clusters Score -97289.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -97298.562500 Penalty: 2443.194336
	Iteration 17Q: 3 clusters Score -97298.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -97305.906250 Penalty: 2443.194336
	Iteration 18Q: 3 clusters Score -97305.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -97311.906250 Penalty: 2443.194336
	Iteration 19Q: 3 clusters Score -97311.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -97315.734375 Penalty: 2443.194336
	Iteration 20F: 3 clusters Score -97315.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -97321.382812 Penalty: 2443.194336
	Iteration 21Q: 3 clusters Score -97321.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -97328.054688 Penalty: 2443.194336
	Iteration 22Q: 3 clusters Score -97328.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -97336.382812 Penalty: 2443.194336
	Iteration 23Q: 3 clusters Score -97336.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -97343.851562 Penalty: 2443.194336
	Iteration 24Q: 3 clusters Score -97343.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -97348.750000 Penalty: 2443.194336
	Iteration 25Q: 3 clusters Score -97348.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -97352.648438 Penalty: 2443.194336
	Iteration 26Q: 3 clusters Score -97352.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -97356.304688 Penalty: 2443.194336
	Iteration 27Q: 3 clusters Score -97356.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -97358.539062 Penalty: 2443.194336
	Iteration 28Q: 3 clusters Score -97358.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -97360.968750 Penalty: 2443.194336
	Iteration 29Q: 3 clusters Score -97360.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -97362.773438 Penalty: 2443.194336
	Iteration 30Q: 3 clusters Score -97362.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -97365.523438 Penalty: 2443.194336
	Iteration 31Q: 3 clusters Score -97365.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -97367.601562 Penalty: 2443.194336
	Iteration 32Q: 3 clusters Score -97367.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -97369.164062 Penalty: 2443.194336
	Iteration 33Q: 3 clusters Score -97369.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -97370.765625 Penalty: 2443.194336
	Iteration 34Q: 3 clusters Score -97370.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -97372.742188 Penalty: 2443.194336
	Iteration 35Q: 3 clusters Score -97372.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -97373.734375 Penalty: 2443.194336
	Iteration 36Q: 3 clusters Score -97373.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -97375.335938 Penalty: 2443.194336
	Iteration 37Q: 3 clusters Score -97375.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -97378.750000 Penalty: 2443.194336
	Iteration 38Q: 3 clusters Score -97378.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -97384.460938 Penalty: 2443.194336
	Iteration 39Q: 3 clusters Score -97384.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -97387.242188 Penalty: 2443.194336
	Iteration 40F: 3 clusters Score -97387.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -97390.750000 Penalty: 2443.194336
	Iteration 41Q: 3 clusters Score -97390.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -97394.390625 Penalty: 2443.194336
	Iteration 42Q: 3 clusters Score -97394.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -97398.085938 Penalty: 2443.194336
	Iteration 43Q: 3 clusters Score -97398.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -97400.390625 Penalty: 2443.194336
	Iteration 44Q: 3 clusters Score -97400.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -97402.953125 Penalty: 2443.194336
	Iteration 45Q: 3 clusters Score -97402.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -97406.007812 Penalty: 2443.194336
	Iteration 46Q: 3 clusters Score -97406.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -97408.812500 Penalty: 2443.194336
	Iteration 47Q: 3 clusters Score -97408.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -97409.718750 Penalty: 2443.194336
	Iteration 48Q: 3 clusters Score -97409.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -97411.703125 Penalty: 2443.194336
	Iteration 49Q: 3 clusters Score -97411.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -97412.390625 Penalty: 2443.194336
	Iteration 50Q: 3 clusters Score -97412.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -97413.062500 Penalty: 2443.194336
	Iteration 51Q: 3 clusters Score -97413.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -97413.062500 Penalty: 2443.194336
	Iteration 52F: 3 clusters Score -97413.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (89836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89836 members 
Entering Unmasked Estep 
Score: -4781055.500000 Penalty: 1853.432861
	Iteration 0F: 2 clusters Score -4781056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -4721276.500000 Penalty: 3706.865723
	Iteration 0F: 3 clusters Score -4721276 nChanged 42681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -4746134.500000 Penalty: 3706.865723
	Iteration 1F: 3 clusters Score -4746134 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -4747455.000000 Penalty: 3706.865723
	Iteration 2Q: 3 clusters Score -4747455 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -4749229.000000 Penalty: 3706.865723
	Iteration 3Q: 3 clusters Score -4749229 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52960 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -4751483.500000 Penalty: 3706.865723
	Iteration 4Q: 3 clusters Score -4751484 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56058 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -4754061.000000 Penalty: 3706.865723
	Iteration 5F: 3 clusters Score -4754061 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -4756985.000000 Penalty: 3706.865723
	Iteration 6F: 3 clusters Score -4756985 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64185 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -4760197.000000 Penalty: 3706.865723
	Iteration 7F: 3 clusters Score -4760197 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68971 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -4763636.500000 Penalty: 3706.865723
	Iteration 8F: 3 clusters Score -4763636 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73941 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -4767311.000000 Penalty: 3706.865723
	Iteration 9F: 3 clusters Score -4767311 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78593 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -4770786.000000 Penalty: 3706.865723
	Iteration 10F: 3 clusters Score -4770786 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82516 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -4773794.000000 Penalty: 3706.865723
	Iteration 11Q: 3 clusters Score -4773794 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85573 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -4776297.000000 Penalty: 3706.865723
	Iteration 12Q: 3 clusters Score -4776297 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87529 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4777787.000000 Penalty: 3706.865723
	Iteration 13Q: 3 clusters Score -4777787 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88565 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4778574.500000 Penalty: 3706.865723
	Iteration 14Q: 3 clusters Score -4778574 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89035 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4778941.000000 Penalty: 3706.865723
	Iteration 15Q: 3 clusters Score -4778941 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89274 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4779139.000000 Penalty: 3706.865723
	Iteration 16Q: 3 clusters Score -4779139 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89386 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4779260.500000 Penalty: 3706.865723
	Iteration 17Q: 3 clusters Score -4779260 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89442 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4779343.500000 Penalty: 3706.865723
	Iteration 18Q: 3 clusters Score -4779344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89470 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4779375.000000 Penalty: 3706.865723
	Iteration 19Q: 3 clusters Score -4779375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89489 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4779396.500000 Penalty: 3706.865723
	Iteration 20F: 3 clusters Score -4779396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89499 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4779404.500000 Penalty: 3706.865723
	Iteration 21Q: 3 clusters Score -4779404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89512 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4779418.000000 Penalty: 3706.865723
	Iteration 22Q: 3 clusters Score -4779418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89520 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4779418.500000 Penalty: 3706.865723
	Iteration 23Q: 3 clusters Score -4779418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89526 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4779424.500000 Penalty: 3706.865723
	Iteration 24Q: 3 clusters Score -4779424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89532 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4779427.500000 Penalty: 3706.865723
	Iteration 25Q: 3 clusters Score -4779428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89539 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4779435.500000 Penalty: 3706.865723
	Iteration 26Q: 3 clusters Score -4779436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89543 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4779440.000000 Penalty: 3706.865723
	Iteration 27Q: 3 clusters Score -4779440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89542 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4779444.000000 Penalty: 3706.865723
	Iteration 28Q: 3 clusters Score -4779444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89541 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4779443.000000 Penalty: 3706.865723
	Iteration 29Q: 3 clusters Score -4779443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89541 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4779446.000000 Penalty: 3706.865723
	Iteration 30Q: 3 clusters Score -4779446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89540 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4779446.000000 Penalty: 3706.865723
	Iteration 31Q: 3 clusters Score -4779446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89539 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4779447.000000 Penalty: 3706.865723
	Iteration 32Q: 3 clusters Score -4779447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89539 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4779447.000000 Penalty: 3706.865723
	Iteration 33F: 3 clusters Score -4779447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Entering Unmasked Estep 
Score: -103805.109375 Penalty: 1253.199463
	Iteration 0F: 2 clusters Score -103805.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -101591.796875 Penalty: 2506.398926
	Iteration 0F: 3 clusters Score -101591.8 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -102141.593750 Penalty: 2506.398926
	Iteration 1F: 3 clusters Score -102141.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -102336.906250 Penalty: 2506.398926
	Iteration 2F: 3 clusters Score -102336.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -102552.859375 Penalty: 2506.398926
	Iteration 3F: 3 clusters Score -102552.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -102784.375000 Penalty: 2506.398926
	Iteration 4F: 3 clusters Score -102784.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -102981.250000 Penalty: 2506.398926
	Iteration 5F: 3 clusters Score -102981.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -103161.921875 Penalty: 2506.398926
	Iteration 6F: 3 clusters Score -103161.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -103321.343750 Penalty: 2506.398926
	Iteration 7Q: 3 clusters Score -103321.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -103418.398438 Penalty: 2506.398926
	Iteration 8Q: 3 clusters Score -103418.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -103489.320312 Penalty: 2506.398926
	Iteration 9Q: 3 clusters Score -103489.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -103529.976562 Penalty: 2506.398926
	Iteration 10Q: 3 clusters Score -103530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -103555.203125 Penalty: 2506.398926
	Iteration 11Q: 3 clusters Score -103555.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -103575.289062 Penalty: 2506.398926
	Iteration 12Q: 3 clusters Score -103575.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -103595.125000 Penalty: 2506.398926
	Iteration 13Q: 3 clusters Score -103595.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -103608.531250 Penalty: 2506.398926
	Iteration 14Q: 3 clusters Score -103608.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -103614.578125 Penalty: 2506.398926
	Iteration 15Q: 3 clusters Score -103614.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -103621.734375 Penalty: 2506.398926
	Iteration 16Q: 3 clusters Score -103621.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -103627.734375 Penalty: 2506.398926
	Iteration 17Q: 3 clusters Score -103627.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -103632.070312 Penalty: 2506.398926
	Iteration 18Q: 3 clusters Score -103632.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -103636.789062 Penalty: 2506.398926
	Iteration 19Q: 3 clusters Score -103636.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -103638.453125 Penalty: 2506.398926
	Iteration 20F: 3 clusters Score -103638.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -103639.242188 Penalty: 2506.398926
	Iteration 21Q: 3 clusters Score -103639.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -103639.726562 Penalty: 2506.398926
	Iteration 22Q: 3 clusters Score -103639.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -103640.046875 Penalty: 2506.398926
	Iteration 23Q: 3 clusters Score -103640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -103640.046875 Penalty: 2506.398926
	Iteration 24F: 3 clusters Score -103640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Entering Unmasked Estep 
Score: -394691.906250 Penalty: 1455.490723
	Iteration 0F: 2 clusters Score -394691.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -388951.437500 Penalty: 2910.981445
	Iteration 0F: 3 clusters Score -388951.4 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -390792.406250 Penalty: 2910.981445
	Iteration 1F: 3 clusters Score -390792.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -391134.187500 Penalty: 2910.981445
	Iteration 2F: 3 clusters Score -391134.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -391493.500000 Penalty: 2910.981445
	Iteration 3F: 3 clusters Score -391493.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -391795.218750 Penalty: 2910.981445
	Iteration 4F: 3 clusters Score -391795.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -392089.656250 Penalty: 2910.981445
	Iteration 5F: 3 clusters Score -392089.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -392344.500000 Penalty: 2910.981445
	Iteration 6F: 3 clusters Score -392344.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -392582.718750 Penalty: 2910.981445
	Iteration 7Q: 3 clusters Score -392582.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -392774.906250 Penalty: 2910.981445
	Iteration 8Q: 3 clusters Score -392774.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -392929.312500 Penalty: 2910.981445
	Iteration 9Q: 3 clusters Score -392929.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -393037.375000 Penalty: 2910.981445
	Iteration 10Q: 3 clusters Score -393037.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -393125.187500 Penalty: 2910.981445
	Iteration 11Q: 3 clusters Score -393125.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -393199.687500 Penalty: 2910.981445
	Iteration 12Q: 3 clusters Score -393199.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -393253.187500 Penalty: 2910.981445
	Iteration 13Q: 3 clusters Score -393253.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -393290.406250 Penalty: 2910.981445
	Iteration 14Q: 3 clusters Score -393290.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -393318.000000 Penalty: 2910.981445
	Iteration 15Q: 3 clusters Score -393318 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -393342.156250 Penalty: 2910.981445
	Iteration 16Q: 3 clusters Score -393342.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -393360.562500 Penalty: 2910.981445
	Iteration 17Q: 3 clusters Score -393360.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -393379.031250 Penalty: 2910.981445
	Iteration 18Q: 3 clusters Score -393379 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -393391.718750 Penalty: 2910.981445
	Iteration 19Q: 3 clusters Score -393391.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -393399.531250 Penalty: 2910.981445
	Iteration 20F: 3 clusters Score -393399.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -393403.781250 Penalty: 2910.981445
	Iteration 21Q: 3 clusters Score -393403.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -393407.718750 Penalty: 2910.981445
	Iteration 22Q: 3 clusters Score -393407.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -393411.062500 Penalty: 2910.981445
	Iteration 23Q: 3 clusters Score -393411.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -393412.906250 Penalty: 2910.981445
	Iteration 24Q: 3 clusters Score -393412.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -393416.062500 Penalty: 2910.981445
	Iteration 25Q: 3 clusters Score -393416.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -393417.000000 Penalty: 2910.981445
	Iteration 26Q: 3 clusters Score -393417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -393418.812500 Penalty: 2910.981445
	Iteration 27Q: 3 clusters Score -393418.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -393419.781250 Penalty: 2910.981445
	Iteration 28Q: 3 clusters Score -393419.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -393421.875000 Penalty: 2910.981445
	Iteration 29Q: 3 clusters Score -393421.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -393425.406250 Penalty: 2910.981445
	Iteration 30Q: 3 clusters Score -393425.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -393426.593750 Penalty: 2910.981445
	Iteration 31Q: 3 clusters Score -393426.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -393427.937500 Penalty: 2910.981445
	Iteration 32Q: 3 clusters Score -393427.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -393430.656250 Penalty: 2910.981445
	Iteration 33Q: 3 clusters Score -393430.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -393431.218750 Penalty: 2910.981445
	Iteration 34Q: 3 clusters Score -393431.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -393433.531250 Penalty: 2910.981445
	Iteration 35Q: 3 clusters Score -393433.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -393434.000000 Penalty: 2910.981445
	Iteration 36Q: 3 clusters Score -393434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -393434.218750 Penalty: 2910.981445
	Iteration 37Q: 3 clusters Score -393434.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -393434.468750 Penalty: 2910.981445
	Iteration 38Q: 3 clusters Score -393434.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -393436.437500 Penalty: 2910.981445
	Iteration 39Q: 3 clusters Score -393436.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -393435.281250 Penalty: 2910.981445
	Iteration 40F: 3 clusters Score -393435.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -393436.093750 Penalty: 2910.981445
	Iteration 41Q: 3 clusters Score -393436.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -393436.093750 Penalty: 2910.981445
	Iteration 42Q: 3 clusters Score -393436.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -393437.312500 Penalty: 2910.981445
	Iteration 43Q: 3 clusters Score -393437.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -393438.343750 Penalty: 2910.981445
	Iteration 44Q: 3 clusters Score -393438.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -393442.875000 Penalty: 2910.981445
	Iteration 45Q: 3 clusters Score -393442.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -393445.375000 Penalty: 2910.981445
	Iteration 46Q: 3 clusters Score -393445.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -393447.468750 Penalty: 2910.981445
	Iteration 47Q: 3 clusters Score -393447.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -393448.656250 Penalty: 2910.981445
	Iteration 48Q: 3 clusters Score -393448.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -393450.906250 Penalty: 2910.981445
	Iteration 49Q: 3 clusters Score -393450.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -393451.656250 Penalty: 2910.981445
	Iteration 50Q: 3 clusters Score -393451.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -393453.156250 Penalty: 2910.981445
	Iteration 51Q: 3 clusters Score -393453.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -393455.437500 Penalty: 2910.981445
	Iteration 52Q: 3 clusters Score -393455.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -393457.312500 Penalty: 2910.981445
	Iteration 53Q: 3 clusters Score -393457.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -393460.156250 Penalty: 2910.981445
	Iteration 54Q: 3 clusters Score -393460.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -393461.406250 Penalty: 2910.981445
	Iteration 55Q: 3 clusters Score -393461.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -393463.812500 Penalty: 2910.981445
	Iteration 56Q: 3 clusters Score -393463.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -393465.812500 Penalty: 2910.981445
	Iteration 57Q: 3 clusters Score -393465.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -393465.718750 Penalty: 2910.981445
	Iteration 58Q: 3 clusters Score -393465.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -393466.437500 Penalty: 2910.981445
	Iteration 59Q: 3 clusters Score -393466.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -393466.875000 Penalty: 2910.981445
	Iteration 60F: 3 clusters Score -393466.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -393467.000000 Penalty: 2910.981445
	Iteration 61Q: 3 clusters Score -393467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -393467.062500 Penalty: 2910.981445
	Iteration 62Q: 3 clusters Score -393467.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -393467.593750 Penalty: 2910.981445
	Iteration 63Q: 3 clusters Score -393467.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -393467.625000 Penalty: 2910.981445
	Iteration 64Q: 3 clusters Score -393467.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -393467.625000 Penalty: 2910.981445
	Iteration 65F: 3 clusters Score -393467.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Entering Unmasked Estep 
Score: -286095.625000 Penalty: 1404.822021
	Iteration 0F: 2 clusters Score -286095.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -281657.531250 Penalty: 2809.644043
	Iteration 0F: 3 clusters Score -281657.5 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -282969.187500 Penalty: 2809.644043
	Iteration 1F: 3 clusters Score -282969.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -283245.656250 Penalty: 2809.644043
	Iteration 2F: 3 clusters Score -283245.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -283521.687500 Penalty: 2809.644043
	Iteration 3F: 3 clusters Score -283521.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -283779.500000 Penalty: 2809.644043
	Iteration 4F: 3 clusters Score -283779.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -284029.031250 Penalty: 2809.644043
	Iteration 5F: 3 clusters Score -284029 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -284253.718750 Penalty: 2809.644043
	Iteration 6F: 3 clusters Score -284253.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -284424.500000 Penalty: 2809.644043
	Iteration 7Q: 3 clusters Score -284424.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -284586.562500 Penalty: 2809.644043
	Iteration 8Q: 3 clusters Score -284586.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -284716.250000 Penalty: 2809.644043
	Iteration 9Q: 3 clusters Score -284716.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -284800.281250 Penalty: 2809.644043
	Iteration 10Q: 3 clusters Score -284800.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -284875.156250 Penalty: 2809.644043
	Iteration 11Q: 3 clusters Score -284875.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -284930.031250 Penalty: 2809.644043
	Iteration 12Q: 3 clusters Score -284930 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -284970.187500 Penalty: 2809.644043
	Iteration 13Q: 3 clusters Score -284970.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -284999.125000 Penalty: 2809.644043
	Iteration 14Q: 3 clusters Score -284999.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -285018.156250 Penalty: 2809.644043
	Iteration 15Q: 3 clusters Score -285018.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -285032.156250 Penalty: 2809.644043
	Iteration 16Q: 3 clusters Score -285032.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -285047.687500 Penalty: 2809.644043
	Iteration 17Q: 3 clusters Score -285047.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -285057.687500 Penalty: 2809.644043
	Iteration 18Q: 3 clusters Score -285057.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -285060.187500 Penalty: 2809.644043
	Iteration 19Q: 3 clusters Score -285060.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -285062.593750 Penalty: 2809.644043
	Iteration 20F: 3 clusters Score -285062.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -285063.562500 Penalty: 2809.644043
	Iteration 21Q: 3 clusters Score -285063.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -285067.031250 Penalty: 2809.644043
	Iteration 22Q: 3 clusters Score -285067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -285068.937500 Penalty: 2809.644043
	Iteration 23Q: 3 clusters Score -285068.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -285070.593750 Penalty: 2809.644043
	Iteration 24Q: 3 clusters Score -285070.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -285072.937500 Penalty: 2809.644043
	Iteration 25Q: 3 clusters Score -285072.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -285077.750000 Penalty: 2809.644043
	Iteration 26Q: 3 clusters Score -285077.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -285082.250000 Penalty: 2809.644043
	Iteration 27Q: 3 clusters Score -285082.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -285086.062500 Penalty: 2809.644043
	Iteration 28Q: 3 clusters Score -285086.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -285087.875000 Penalty: 2809.644043
	Iteration 29Q: 3 clusters Score -285087.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -285087.875000 Penalty: 2809.644043
	Iteration 30F: 3 clusters Score -285087.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Entering Unmasked Estep 
Score: -84822.437500 Penalty: 1200.603271
	Iteration 0F: 2 clusters Score -84822.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -83002.039062 Penalty: 2401.206543
	Iteration 0F: 3 clusters Score -83002.04 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -83373.867188 Penalty: 2401.206543
	Iteration 1F: 3 clusters Score -83373.87 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -83484.476562 Penalty: 2401.206543
	Iteration 2F: 3 clusters Score -83484.48 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -83541.867188 Penalty: 2401.206543
	Iteration 3Q: 3 clusters Score -83541.87 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -83584.031250 Penalty: 2401.206543
	Iteration 4Q: 3 clusters Score -83584.03 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -83612.367188 Penalty: 2401.206543
	Iteration 5Q: 3 clusters Score -83612.37 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -83633.187500 Penalty: 2401.206543
	Iteration 6Q: 3 clusters Score -83633.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -83642.335938 Penalty: 2401.206543
	Iteration 7Q: 3 clusters Score -83642.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -83647.546875 Penalty: 2401.206543
	Iteration 8Q: 3 clusters Score -83647.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -83650.796875 Penalty: 2401.206543
	Iteration 9Q: 3 clusters Score -83650.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -83652.437500 Penalty: 2401.206543
	Iteration 10Q: 3 clusters Score -83652.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -83654.664062 Penalty: 2401.206543
	Iteration 11Q: 3 clusters Score -83654.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -83657.187500 Penalty: 2401.206543
	Iteration 12Q: 3 clusters Score -83657.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -83660.226562 Penalty: 2401.206543
	Iteration 13Q: 3 clusters Score -83660.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -83667.281250 Penalty: 2401.206543
	Iteration 14Q: 3 clusters Score -83667.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -83672.226562 Penalty: 2401.206543
	Iteration 15Q: 3 clusters Score -83672.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -83675.867188 Penalty: 2401.206543
	Iteration 16Q: 3 clusters Score -83675.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -83680.554688 Penalty: 2401.206543
	Iteration 17Q: 3 clusters Score -83680.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -83684.296875 Penalty: 2401.206543
	Iteration 18Q: 3 clusters Score -83684.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -83687.109375 Penalty: 2401.206543
	Iteration 19Q: 3 clusters Score -83687.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -83688.500000 Penalty: 2401.206543
	Iteration 20F: 3 clusters Score -83688.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Entering Unmasked Estep 
Score: -1231866.000000 Penalty: 1632.183472
	Iteration 0F: 2 clusters Score -1231866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1216344.750000 Penalty: 3264.366943
	Iteration 0F: 3 clusters Score -1216345 nChanged 10409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1222159.375000 Penalty: 3264.366943
	Iteration 1F: 3 clusters Score -1222159 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1222678.000000 Penalty: 3264.366943
	Iteration 2F: 3 clusters Score -1222678 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1223235.750000 Penalty: 3264.366943
	Iteration 3F: 3 clusters Score -1223236 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1223893.750000 Penalty: 3264.366943
	Iteration 4F: 3 clusters Score -1223894 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1224580.000000 Penalty: 3264.366943
	Iteration 5F: 3 clusters Score -1224580 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1225336.500000 Penalty: 3264.366943
	Iteration 6F: 3 clusters Score -1225336 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1226132.500000 Penalty: 3264.366943
	Iteration 7F: 3 clusters Score -1226132 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1226994.500000 Penalty: 3264.366943
	Iteration 8F: 3 clusters Score -1226994 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1227875.375000 Penalty: 3264.366943
	Iteration 9F: 3 clusters Score -1227875 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1228620.500000 Penalty: 3264.366943
	Iteration 10Q: 3 clusters Score -1228620 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1229224.625000 Penalty: 3264.366943
	Iteration 11Q: 3 clusters Score -1229225 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1229677.625000 Penalty: 3264.366943
	Iteration 12Q: 3 clusters Score -1229678 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1229944.875000 Penalty: 3264.366943
	Iteration 13Q: 3 clusters Score -1229945 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1230110.250000 Penalty: 3264.366943
	Iteration 14Q: 3 clusters Score -1230110 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1230227.500000 Penalty: 3264.366943
	Iteration 15Q: 3 clusters Score -1230228 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1230303.375000 Penalty: 3264.366943
	Iteration 16Q: 3 clusters Score -1230303 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1230361.625000 Penalty: 3264.366943
	Iteration 17Q: 3 clusters Score -1230362 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1230400.375000 Penalty: 3264.366943
	Iteration 18Q: 3 clusters Score -1230400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1230427.000000 Penalty: 3264.366943
	Iteration 19Q: 3 clusters Score -1230427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1230442.875000 Penalty: 3264.366943
	Iteration 20F: 3 clusters Score -1230443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1230457.250000 Penalty: 3264.366943
	Iteration 21Q: 3 clusters Score -1230457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1230464.875000 Penalty: 3264.366943
	Iteration 22Q: 3 clusters Score -1230465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1230469.000000 Penalty: 3264.366943
	Iteration 23Q: 3 clusters Score -1230469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1230473.625000 Penalty: 3264.366943
	Iteration 24Q: 3 clusters Score -1230474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1230477.250000 Penalty: 3264.366943
	Iteration 25Q: 3 clusters Score -1230477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1230477.750000 Penalty: 3264.366943
	Iteration 26Q: 3 clusters Score -1230478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1230478.625000 Penalty: 3264.366943
	Iteration 27Q: 3 clusters Score -1230479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1230483.500000 Penalty: 3264.366943
	Iteration 28Q: 3 clusters Score -1230484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1230485.875000 Penalty: 3264.366943
	Iteration 29Q: 3 clusters Score -1230486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1230488.250000 Penalty: 3264.366943
	Iteration 30Q: 3 clusters Score -1230488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1230490.500000 Penalty: 3264.366943
	Iteration 31Q: 3 clusters Score -1230490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1230489.625000 Penalty: 3264.366943
	Iteration 32Q: 3 clusters Score -1230490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1230489.625000 Penalty: 3264.366943
	Iteration 33F: 3 clusters Score -1230490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Entering Unmasked Estep 
Score: -1709398.000000 Penalty: 1691.105835
	Iteration 0F: 2 clusters Score -1709398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -1687300.375000 Penalty: 3382.211670
	Iteration 0F: 3 clusters Score -1687300 nChanged 15243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -1695728.750000 Penalty: 3382.211670
	Iteration 1F: 3 clusters Score -1695729 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -1696884.375000 Penalty: 3382.211670
	Iteration 2F: 3 clusters Score -1696884 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -1699566.875000 Penalty: 3382.211670
	Iteration 3F: 3 clusters Score -1699567 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -1704475.125000 Penalty: 3382.211670
	Iteration 4F: 3 clusters Score -1704475 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -1709505.125000 Penalty: 3382.211670
	Iteration 5F: 3 clusters Score -1709505 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -1713222.000000 Penalty: 3382.211670
	Iteration 6F: 3 clusters Score -1713222 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -1715927.375000 Penalty: 3382.211670
	Iteration 7Q: 3 clusters Score -1715927 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -1717150.375000 Penalty: 3382.211670
	Iteration 8Q: 3 clusters Score -1717150 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -1717395.375000 Penalty: 3382.211670
	Iteration 9Q: 3 clusters Score -1717395 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -1717417.125000 Penalty: 3382.211670
	Iteration 10Q: 3 clusters Score -1717417 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -1717425.625000 Penalty: 3382.211670
	Iteration 11Q: 3 clusters Score -1717426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -1717418.500000 Penalty: 3382.211670
	Iteration 12Q: 3 clusters Score -1717418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -1717424.375000 Penalty: 3382.211670
	Iteration 13Q: 3 clusters Score -1717424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -1717424.250000 Penalty: 3382.211670
	Iteration 14Q: 3 clusters Score -1717424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -1717424.250000 Penalty: 3382.211670
	Iteration 15F: 3 clusters Score -1717424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 205495 members 
Mstep: Class 3 contains 7617 members 
Mstep: Class 4 contains 93080 members 
Mstep: Class 5 contains 9138 members 
Mstep: Class 6 contains 14172 members 
Mstep: Class 7 contains 13778 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 1840 members 
Mstep: Class 11 contains 89836 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 7761 members 
Mstep: Class 14 contains 5682 members 
Mstep: Class 15 contains 1617 members 
Mstep: Class 16 contains 23022 members 
Mstep: Class 17 contains 4651 members 
Mstep: Class 18 contains 79167 members 
Mstep: Class 19 contains 32429 members 
Mstep: Class 20 contains 7625 members 
Mstep: Class 21 contains 2631 members 
Mstep: Class 22 contains 47918 members 
Mstep: Class 23 contains 7439 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 7865 members 
Mstep: Class 26 contains 2174 members 
Mstep: Class 27 contains 6209 members 
Mstep: Class 28 contains 28433 members 
Entering Unmasked Estep 
Score: -35930444.000000 Penalty: 61307.429688
Splitting cluster 17 changes total score from -35922652.000000 to -35930444.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (79167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79167 members 
Entering Unmasked Estep 
Score: -4241933.500000 Penalty: 1832.888672
	Iteration 0F: 2 clusters Score -4241934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -4189002.500000 Penalty: 3665.777344
	Iteration 0F: 3 clusters Score -4189002 nChanged 37712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -4210764.500000 Penalty: 3665.777344
	Iteration 1F: 3 clusters Score -4210764 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -4211607.000000 Penalty: 3665.777344
	Iteration 2Q: 3 clusters Score -4211607 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -4212574.500000 Penalty: 3665.777344
	Iteration 3Q: 3 clusters Score -4212574 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -4213715.500000 Penalty: 3665.777344
	Iteration 4Q: 3 clusters Score -4213716 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -4215127.000000 Penalty: 3665.777344
	Iteration 5Q: 3 clusters Score -4215127 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -4216737.000000 Penalty: 3665.777344
	Iteration 6Q: 3 clusters Score -4216737 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -4218656.000000 Penalty: 3665.777344
	Iteration 7F: 3 clusters Score -4218656 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -4220778.000000 Penalty: 3665.777344
	Iteration 8F: 3 clusters Score -4220778 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50997 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -4223174.000000 Penalty: 3665.777344
	Iteration 9F: 3 clusters Score -4223174 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53802 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -4225760.000000 Penalty: 3665.777344
	Iteration 10F: 3 clusters Score -4225760 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56719 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -4228419.500000 Penalty: 3665.777344
	Iteration 11F: 3 clusters Score -4228420 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59545 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -4231040.500000 Penalty: 3665.777344
	Iteration 12Q: 3 clusters Score -4231040 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62092 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -4233275.500000 Penalty: 3665.777344
	Iteration 13Q: 3 clusters Score -4233276 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64217 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -4234807.000000 Penalty: 3665.777344
	Iteration 14Q: 3 clusters Score -4234807 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66086 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -4236020.500000 Penalty: 3665.777344
	Iteration 15Q: 3 clusters Score -4236020 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67760 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -4236977.000000 Penalty: 3665.777344
	Iteration 16Q: 3 clusters Score -4236977 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69271 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -4237849.500000 Penalty: 3665.777344
	Iteration 17Q: 3 clusters Score -4237850 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70591 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -4238602.000000 Penalty: 3665.777344
	Iteration 18Q: 3 clusters Score -4238602 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71701 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -4239218.500000 Penalty: 3665.777344
	Iteration 19Q: 3 clusters Score -4239218 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72578 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -4239662.000000 Penalty: 3665.777344
	Iteration 20F: 3 clusters Score -4239662 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73322 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -4240044.000000 Penalty: 3665.777344
	Iteration 21Q: 3 clusters Score -4240044 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73907 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -4240344.000000 Penalty: 3665.777344
	Iteration 22Q: 3 clusters Score -4240344 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74371 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -4240565.500000 Penalty: 3665.777344
	Iteration 23Q: 3 clusters Score -4240566 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74744 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -4240729.500000 Penalty: 3665.777344
	Iteration 24Q: 3 clusters Score -4240730 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75028 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -4240857.500000 Penalty: 3665.777344
	Iteration 25Q: 3 clusters Score -4240858 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75259 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -4240939.500000 Penalty: 3665.777344
	Iteration 26Q: 3 clusters Score -4240940 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75430 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -4240987.000000 Penalty: 3665.777344
	Iteration 27Q: 3 clusters Score -4240987 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75589 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -4241039.000000 Penalty: 3665.777344
	Iteration 28Q: 3 clusters Score -4241039 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75718 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -4241071.500000 Penalty: 3665.777344
	Iteration 29Q: 3 clusters Score -4241072 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75822 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -4241097.000000 Penalty: 3665.777344
	Iteration 30Q: 3 clusters Score -4241097 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75910 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -4241129.000000 Penalty: 3665.777344
	Iteration 31Q: 3 clusters Score -4241129 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75990 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -4241139.000000 Penalty: 3665.777344
	Iteration 32Q: 3 clusters Score -4241139 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76057 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -4241135.500000 Penalty: 3665.777344
	Iteration 33Q: 3 clusters Score -4241136 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76120 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -4241154.000000 Penalty: 3665.777344
	Iteration 34Q: 3 clusters Score -4241154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76173 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -4241169.000000 Penalty: 3665.777344
	Iteration 35Q: 3 clusters Score -4241169 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76228 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -4241181.000000 Penalty: 3665.777344
	Iteration 36Q: 3 clusters Score -4241181 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76284 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -4241182.500000 Penalty: 3665.777344
	Iteration 37Q: 3 clusters Score -4241182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76322 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -4241198.500000 Penalty: 3665.777344
	Iteration 38Q: 3 clusters Score -4241198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76357 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -4241193.500000 Penalty: 3665.777344
	Iteration 39Q: 3 clusters Score -4241194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76388 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -4241208.500000 Penalty: 3665.777344
	Iteration 40F: 3 clusters Score -4241208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76411 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -4241202.000000 Penalty: 3665.777344
	Iteration 41Q: 3 clusters Score -4241202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76427 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -4241208.000000 Penalty: 3665.777344
	Iteration 42Q: 3 clusters Score -4241208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76441 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -4241212.500000 Penalty: 3665.777344
	Iteration 43Q: 3 clusters Score -4241212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76456 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -4241208.500000 Penalty: 3665.777344
	Iteration 44Q: 3 clusters Score -4241208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76478 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -4241216.500000 Penalty: 3665.777344
	Iteration 45Q: 3 clusters Score -4241216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76497 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -4241236.000000 Penalty: 3665.777344
	Iteration 46Q: 3 clusters Score -4241236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76513 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -4241236.500000 Penalty: 3665.777344
	Iteration 47Q: 3 clusters Score -4241236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76528 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -4241240.000000 Penalty: 3665.777344
	Iteration 48Q: 3 clusters Score -4241240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76542 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -4241242.000000 Penalty: 3665.777344
	Iteration 49Q: 3 clusters Score -4241242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76553 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4241239.000000 Penalty: 3665.777344
	Iteration 50Q: 3 clusters Score -4241239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76560 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -4241233.500000 Penalty: 3665.777344
	Iteration 51Q: 3 clusters Score -4241234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76570 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -4241231.500000 Penalty: 3665.777344
	Iteration 52Q: 3 clusters Score -4241232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76578 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -4241231.500000 Penalty: 3665.777344
	Iteration 53Q: 3 clusters Score -4241232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76584 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -4241235.000000 Penalty: 3665.777344
	Iteration 54Q: 3 clusters Score -4241235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76588 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -4241236.000000 Penalty: 3665.777344
	Iteration 55Q: 3 clusters Score -4241236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76600 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -4241239.500000 Penalty: 3665.777344
	Iteration 56Q: 3 clusters Score -4241240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76605 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4241242.000000 Penalty: 3665.777344
	Iteration 57Q: 3 clusters Score -4241242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76607 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -4241250.000000 Penalty: 3665.777344
	Iteration 58Q: 3 clusters Score -4241250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76609 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -4241244.000000 Penalty: 3665.777344
	Iteration 59Q: 3 clusters Score -4241244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76615 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -4241245.500000 Penalty: 3665.777344
	Iteration 60F: 3 clusters Score -4241246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76620 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -4241245.500000 Penalty: 3665.777344
	Iteration 61Q: 3 clusters Score -4241246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76624 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -4241241.500000 Penalty: 3665.777344
	Iteration 62Q: 3 clusters Score -4241242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76629 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -4241243.000000 Penalty: 3665.777344
	Iteration 63Q: 3 clusters Score -4241243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76632 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4241243.500000 Penalty: 3665.777344
	Iteration 64Q: 3 clusters Score -4241244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76636 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -4241244.000000 Penalty: 3665.777344
	Iteration 65Q: 3 clusters Score -4241244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76640 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4241247.500000 Penalty: 3665.777344
	Iteration 66Q: 3 clusters Score -4241248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76642 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -4241252.500000 Penalty: 3665.777344
	Iteration 67Q: 3 clusters Score -4241252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76643 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -4241247.000000 Penalty: 3665.777344
	Iteration 68Q: 3 clusters Score -4241247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76645 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4241243.000000 Penalty: 3665.777344
	Iteration 69Q: 3 clusters Score -4241243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76650 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -4241248.000000 Penalty: 3665.777344
	Iteration 70Q: 3 clusters Score -4241248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76657 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -4241246.000000 Penalty: 3665.777344
	Iteration 71Q: 3 clusters Score -4241246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76661 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4241242.000000 Penalty: 3665.777344
	Iteration 72Q: 3 clusters Score -4241242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76669 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4241250.000000 Penalty: 3665.777344
	Iteration 73Q: 3 clusters Score -4241250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76678 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -4241243.000000 Penalty: 3665.777344
	Iteration 74Q: 3 clusters Score -4241243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76684 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -4241251.500000 Penalty: 3665.777344
	Iteration 75Q: 3 clusters Score -4241252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76689 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -4241258.500000 Penalty: 3665.777344
	Iteration 76Q: 3 clusters Score -4241258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76693 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -4241254.500000 Penalty: 3665.777344
	Iteration 77Q: 3 clusters Score -4241254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76696 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4241253.000000 Penalty: 3665.777344
	Iteration 78Q: 3 clusters Score -4241253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76698 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -4241254.500000 Penalty: 3665.777344
	Iteration 79Q: 3 clusters Score -4241254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76702 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -4241253.500000 Penalty: 3665.777344
	Iteration 80F: 3 clusters Score -4241254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76707 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -4241252.500000 Penalty: 3665.777344
	Iteration 81Q: 3 clusters Score -4241252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76711 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -4241252.500000 Penalty: 3665.777344
	Iteration 82Q: 3 clusters Score -4241252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76718 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4241253.500000 Penalty: 3665.777344
	Iteration 83Q: 3 clusters Score -4241254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76723 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -4241251.000000 Penalty: 3665.777344
	Iteration 84Q: 3 clusters Score -4241251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76731 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4241257.000000 Penalty: 3665.777344
	Iteration 85Q: 3 clusters Score -4241257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76734 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4241263.500000 Penalty: 3665.777344
	Iteration 86Q: 3 clusters Score -4241264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76741 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4241258.500000 Penalty: 3665.777344
	Iteration 87Q: 3 clusters Score -4241258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76753 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4241255.500000 Penalty: 3665.777344
	Iteration 88Q: 3 clusters Score -4241256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76764 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -4241258.000000 Penalty: 3665.777344
	Iteration 89Q: 3 clusters Score -4241258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76768 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4241261.000000 Penalty: 3665.777344
	Iteration 90Q: 3 clusters Score -4241261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76771 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -4241262.500000 Penalty: 3665.777344
	Iteration 91Q: 3 clusters Score -4241262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76772 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4241260.500000 Penalty: 3665.777344
	Iteration 92Q: 3 clusters Score -4241260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76772 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4241260.500000 Penalty: 3665.777344
	Iteration 93F: 3 clusters Score -4241260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Entering Unmasked Estep 
Score: -1662602.625000 Penalty: 1687.856323
	Iteration 0F: 2 clusters Score -1662603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -1640870.125000 Penalty: 3375.712646
	Iteration 0F: 3 clusters Score -1640870 nChanged 14943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1649393.875000 Penalty: 3375.712646
	Iteration 1F: 3 clusters Score -1649394 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1650087.750000 Penalty: 3375.712646
	Iteration 2F: 3 clusters Score -1650088 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1650959.000000 Penalty: 3375.712646
	Iteration 3F: 3 clusters Score -1650959 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1652093.375000 Penalty: 3375.712646
	Iteration 4F: 3 clusters Score -1652093 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1653540.000000 Penalty: 3375.712646
	Iteration 5F: 3 clusters Score -1653540 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1655231.625000 Penalty: 3375.712646
	Iteration 6F: 3 clusters Score -1655232 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1656848.875000 Penalty: 3375.712646
	Iteration 7F: 3 clusters Score -1656849 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1658023.250000 Penalty: 3375.712646
	Iteration 8Q: 3 clusters Score -1658023 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1658645.125000 Penalty: 3375.712646
	Iteration 9Q: 3 clusters Score -1658645 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1658978.625000 Penalty: 3375.712646
	Iteration 10Q: 3 clusters Score -1658979 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1659191.375000 Penalty: 3375.712646
	Iteration 11Q: 3 clusters Score -1659191 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1659349.875000 Penalty: 3375.712646
	Iteration 12Q: 3 clusters Score -1659350 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1659500.625000 Penalty: 3375.712646
	Iteration 13Q: 3 clusters Score -1659501 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1659624.500000 Penalty: 3375.712646
	Iteration 14Q: 3 clusters Score -1659624 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1659725.250000 Penalty: 3375.712646
	Iteration 15Q: 3 clusters Score -1659725 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1659816.875000 Penalty: 3375.712646
	Iteration 16Q: 3 clusters Score -1659817 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1659920.375000 Penalty: 3375.712646
	Iteration 17Q: 3 clusters Score -1659920 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1659989.125000 Penalty: 3375.712646
	Iteration 18Q: 3 clusters Score -1659989 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1660030.750000 Penalty: 3375.712646
	Iteration 19Q: 3 clusters Score -1660031 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1660082.875000 Penalty: 3375.712646
	Iteration 20F: 3 clusters Score -1660083 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1660115.750000 Penalty: 3375.712646
	Iteration 21Q: 3 clusters Score -1660116 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1660147.500000 Penalty: 3375.712646
	Iteration 22Q: 3 clusters Score -1660148 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1660192.375000 Penalty: 3375.712646
	Iteration 23Q: 3 clusters Score -1660192 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1660228.375000 Penalty: 3375.712646
	Iteration 24Q: 3 clusters Score -1660228 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1660254.500000 Penalty: 3375.712646
	Iteration 25Q: 3 clusters Score -1660254 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1660280.000000 Penalty: 3375.712646
	Iteration 26Q: 3 clusters Score -1660280 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1660297.500000 Penalty: 3375.712646
	Iteration 27Q: 3 clusters Score -1660298 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1660326.875000 Penalty: 3375.712646
	Iteration 28Q: 3 clusters Score -1660327 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1660352.250000 Penalty: 3375.712646
	Iteration 29Q: 3 clusters Score -1660352 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1660372.875000 Penalty: 3375.712646
	Iteration 30Q: 3 clusters Score -1660373 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1660396.000000 Penalty: 3375.712646
	Iteration 31Q: 3 clusters Score -1660396 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1660425.125000 Penalty: 3375.712646
	Iteration 32Q: 3 clusters Score -1660425 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1660454.875000 Penalty: 3375.712646
	Iteration 33Q: 3 clusters Score -1660455 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1660474.250000 Penalty: 3375.712646
	Iteration 34Q: 3 clusters Score -1660474 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1660499.500000 Penalty: 3375.712646
	Iteration 35Q: 3 clusters Score -1660500 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1660520.750000 Penalty: 3375.712646
	Iteration 36Q: 3 clusters Score -1660521 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1660557.750000 Penalty: 3375.712646
	Iteration 37Q: 3 clusters Score -1660558 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1660589.875000 Penalty: 3375.712646
	Iteration 38Q: 3 clusters Score -1660590 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1660616.625000 Penalty: 3375.712646
	Iteration 39Q: 3 clusters Score -1660617 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1660639.875000 Penalty: 3375.712646
	Iteration 40F: 3 clusters Score -1660640 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1660665.500000 Penalty: 3375.712646
	Iteration 41Q: 3 clusters Score -1660666 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1660687.625000 Penalty: 3375.712646
	Iteration 42Q: 3 clusters Score -1660688 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1660715.625000 Penalty: 3375.712646
	Iteration 43Q: 3 clusters Score -1660716 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1660740.250000 Penalty: 3375.712646
	Iteration 44Q: 3 clusters Score -1660740 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1660760.000000 Penalty: 3375.712646
	Iteration 45Q: 3 clusters Score -1660760 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1660775.250000 Penalty: 3375.712646
	Iteration 46Q: 3 clusters Score -1660775 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1660798.250000 Penalty: 3375.712646
	Iteration 47Q: 3 clusters Score -1660798 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1660817.750000 Penalty: 3375.712646
	Iteration 48Q: 3 clusters Score -1660818 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1660838.000000 Penalty: 3375.712646
	Iteration 49Q: 3 clusters Score -1660838 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1660852.250000 Penalty: 3375.712646
	Iteration 50Q: 3 clusters Score -1660852 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1660861.375000 Penalty: 3375.712646
	Iteration 51Q: 3 clusters Score -1660861 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1660871.500000 Penalty: 3375.712646
	Iteration 52Q: 3 clusters Score -1660872 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1660879.375000 Penalty: 3375.712646
	Iteration 53Q: 3 clusters Score -1660879 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1660892.375000 Penalty: 3375.712646
	Iteration 54Q: 3 clusters Score -1660892 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1660907.375000 Penalty: 3375.712646
	Iteration 55Q: 3 clusters Score -1660907 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1660918.500000 Penalty: 3375.712646
	Iteration 56Q: 3 clusters Score -1660918 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1660931.250000 Penalty: 3375.712646
	Iteration 57Q: 3 clusters Score -1660931 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1660948.750000 Penalty: 3375.712646
	Iteration 58Q: 3 clusters Score -1660949 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1660952.375000 Penalty: 3375.712646
	Iteration 59Q: 3 clusters Score -1660952 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1660956.750000 Penalty: 3375.712646
	Iteration 60F: 3 clusters Score -1660957 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1660966.250000 Penalty: 3375.712646
	Iteration 61Q: 3 clusters Score -1660966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1660975.250000 Penalty: 3375.712646
	Iteration 62Q: 3 clusters Score -1660975 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1660979.250000 Penalty: 3375.712646
	Iteration 63Q: 3 clusters Score -1660979 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1660986.375000 Penalty: 3375.712646
	Iteration 64Q: 3 clusters Score -1660986 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1660997.000000 Penalty: 3375.712646
	Iteration 65Q: 3 clusters Score -1660997 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1661008.250000 Penalty: 3375.712646
	Iteration 66Q: 3 clusters Score -1661008 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1661016.500000 Penalty: 3375.712646
	Iteration 67Q: 3 clusters Score -1661016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1661025.125000 Penalty: 3375.712646
	Iteration 68Q: 3 clusters Score -1661025 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1661040.875000 Penalty: 3375.712646
	Iteration 69Q: 3 clusters Score -1661041 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1661041.250000 Penalty: 3375.712646
	Iteration 70Q: 3 clusters Score -1661041 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1661046.875000 Penalty: 3375.712646
	Iteration 71Q: 3 clusters Score -1661047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1661049.875000 Penalty: 3375.712646
	Iteration 72Q: 3 clusters Score -1661050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1661056.250000 Penalty: 3375.712646
	Iteration 73Q: 3 clusters Score -1661056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1661057.750000 Penalty: 3375.712646
	Iteration 74Q: 3 clusters Score -1661058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1661059.125000 Penalty: 3375.712646
	Iteration 75Q: 3 clusters Score -1661059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1661060.875000 Penalty: 3375.712646
	Iteration 76Q: 3 clusters Score -1661061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1661065.500000 Penalty: 3375.712646
	Iteration 77Q: 3 clusters Score -1661066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1661069.375000 Penalty: 3375.712646
	Iteration 78Q: 3 clusters Score -1661069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1661073.375000 Penalty: 3375.712646
	Iteration 79Q: 3 clusters Score -1661073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1661074.750000 Penalty: 3375.712646
	Iteration 80F: 3 clusters Score -1661075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1661080.500000 Penalty: 3375.712646
	Iteration 81Q: 3 clusters Score -1661080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1661082.250000 Penalty: 3375.712646
	Iteration 82Q: 3 clusters Score -1661082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1661089.125000 Penalty: 3375.712646
	Iteration 83Q: 3 clusters Score -1661089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1661091.500000 Penalty: 3375.712646
	Iteration 84Q: 3 clusters Score -1661092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1661094.250000 Penalty: 3375.712646
	Iteration 85Q: 3 clusters Score -1661094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1661096.250000 Penalty: 3375.712646
	Iteration 86Q: 3 clusters Score -1661096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1661094.750000 Penalty: 3375.712646
	Iteration 87Q: 3 clusters Score -1661095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1661096.875000 Penalty: 3375.712646
	Iteration 88Q: 3 clusters Score -1661097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1661099.500000 Penalty: 3375.712646
	Iteration 89Q: 3 clusters Score -1661100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1661101.125000 Penalty: 3375.712646
	Iteration 90Q: 3 clusters Score -1661101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1661101.125000 Penalty: 3375.712646
	Iteration 91F: 3 clusters Score -1661101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Entering Unmasked Estep 
Score: -368442.656250 Penalty: 1452.618042
	Iteration 0F: 2 clusters Score -368442.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -362755.187500 Penalty: 2905.236084
	Iteration 0F: 3 clusters Score -362755.2 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -364716.125000 Penalty: 2905.236084
	Iteration 1F: 3 clusters Score -364716.1 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -365241.781250 Penalty: 2905.236084
	Iteration 2F: 3 clusters Score -365241.8 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -365840.781250 Penalty: 2905.236084
	Iteration 3F: 3 clusters Score -365840.8 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -366429.937500 Penalty: 2905.236084
	Iteration 4F: 3 clusters Score -366429.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -366947.906250 Penalty: 2905.236084
	Iteration 5F: 3 clusters Score -366947.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -367368.437500 Penalty: 2905.236084
	Iteration 6F: 3 clusters Score -367368.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -367633.718750 Penalty: 2905.236084
	Iteration 7Q: 3 clusters Score -367633.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -367797.687500 Penalty: 2905.236084
	Iteration 8Q: 3 clusters Score -367797.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -367941.687500 Penalty: 2905.236084
	Iteration 9Q: 3 clusters Score -367941.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -368119.093750 Penalty: 2905.236084
	Iteration 10Q: 3 clusters Score -368119.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -368264.093750 Penalty: 2905.236084
	Iteration 11Q: 3 clusters Score -368264.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -368350.062500 Penalty: 2905.236084
	Iteration 12Q: 3 clusters Score -368350.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -368410.968750 Penalty: 2905.236084
	Iteration 13Q: 3 clusters Score -368411 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -368445.093750 Penalty: 2905.236084
	Iteration 14Q: 3 clusters Score -368445.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -368469.906250 Penalty: 2905.236084
	Iteration 15Q: 3 clusters Score -368469.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -368503.125000 Penalty: 2905.236084
	Iteration 16Q: 3 clusters Score -368503.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -368558.156250 Penalty: 2905.236084
	Iteration 17Q: 3 clusters Score -368558.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -368613.687500 Penalty: 2905.236084
	Iteration 18Q: 3 clusters Score -368613.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -368648.437500 Penalty: 2905.236084
	Iteration 19Q: 3 clusters Score -368648.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -368667.125000 Penalty: 2905.236084
	Iteration 20F: 3 clusters Score -368667.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -368670.625000 Penalty: 2905.236084
	Iteration 21Q: 3 clusters Score -368670.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -368674.781250 Penalty: 2905.236084
	Iteration 22Q: 3 clusters Score -368674.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -368675.406250 Penalty: 2905.236084
	Iteration 23Q: 3 clusters Score -368675.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -368675.875000 Penalty: 2905.236084
	Iteration 24Q: 3 clusters Score -368675.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -368675.500000 Penalty: 2905.236084
	Iteration 25Q: 3 clusters Score -368675.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -368675.500000 Penalty: 2905.236084
	Iteration 26F: 3 clusters Score -368675.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 205495 members 
Mstep: Class 3 contains 7617 members 
Mstep: Class 4 contains 93080 members 
Mstep: Class 5 contains 9138 members 
Mstep: Class 6 contains 14172 members 
Mstep: Class 7 contains 13778 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 1840 members 
Mstep: Class 11 contains 89836 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 7761 members 
Mstep: Class 14 contains 5682 members 
Mstep: Class 15 contains 1617 members 
Mstep: Class 16 contains 23022 members 
Mstep: Class 17 contains 4651 members 
Mstep: Class 18 contains 79167 members 
Mstep: Class 19 contains 32429 members 
Mstep: Class 20 contains 6160 members 
Mstep: Class 21 contains 2631 members 
Mstep: Class 22 contains 47918 members 
Mstep: Class 23 contains 7439 members 
Mstep: Class 24 contains 1545 members 
Mstep: Class 25 contains 7865 members 
Mstep: Class 26 contains 2174 members 
Mstep: Class 27 contains 6209 members 
Mstep: Class 28 contains 28433 members 
Mstep: Class 29 contains 1465 members 
Entering Unmasked Estep 
Score: -35929952.000000 Penalty: 63496.980469
Splitting cluster 20 changes total score from -35922652.000000 to -35929952.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (2631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Entering Unmasked Estep 
Score: -128934.632812 Penalty: 1279.706909
	Iteration 0F: 2 clusters Score -128934.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -126424.726562 Penalty: 2559.413818
	Iteration 0F: 3 clusters Score -126424.7 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -127046.445312 Penalty: 2559.413818
	Iteration 1F: 3 clusters Score -127046.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -127174.703125 Penalty: 2559.413818
	Iteration 2F: 3 clusters Score -127174.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -127248.703125 Penalty: 2559.413818
	Iteration 3Q: 3 clusters Score -127248.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -127293.640625 Penalty: 2559.413818
	Iteration 4Q: 3 clusters Score -127293.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -127331.382812 Penalty: 2559.413818
	Iteration 5Q: 3 clusters Score -127331.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -127356.406250 Penalty: 2559.413818
	Iteration 6Q: 3 clusters Score -127356.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -127375.710938 Penalty: 2559.413818
	Iteration 7Q: 3 clusters Score -127375.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -127392.664062 Penalty: 2559.413818
	Iteration 8Q: 3 clusters Score -127392.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -127407.093750 Penalty: 2559.413818
	Iteration 9Q: 3 clusters Score -127407.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -127420.851562 Penalty: 2559.413818
	Iteration 10Q: 3 clusters Score -127420.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -127435.500000 Penalty: 2559.413818
	Iteration 11Q: 3 clusters Score -127435.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -127444.656250 Penalty: 2559.413818
	Iteration 12Q: 3 clusters Score -127444.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -127451.335938 Penalty: 2559.413818
	Iteration 13Q: 3 clusters Score -127451.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -127463.484375 Penalty: 2559.413818
	Iteration 14Q: 3 clusters Score -127463.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -127474.882812 Penalty: 2559.413818
	Iteration 15Q: 3 clusters Score -127474.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -127488.265625 Penalty: 2559.413818
	Iteration 16Q: 3 clusters Score -127488.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -127503.390625 Penalty: 2559.413818
	Iteration 17Q: 3 clusters Score -127503.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -127519.054688 Penalty: 2559.413818
	Iteration 18Q: 3 clusters Score -127519.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -127531.429688 Penalty: 2559.413818
	Iteration 19Q: 3 clusters Score -127531.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -127541.929688 Penalty: 2559.413818
	Iteration 20F: 3 clusters Score -127541.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -127555.601562 Penalty: 2559.413818
	Iteration 21Q: 3 clusters Score -127555.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -127571.562500 Penalty: 2559.413818
	Iteration 22Q: 3 clusters Score -127571.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -127584.601562 Penalty: 2559.413818
	Iteration 23Q: 3 clusters Score -127584.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -127592.546875 Penalty: 2559.413818
	Iteration 24Q: 3 clusters Score -127592.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -127601.539062 Penalty: 2559.413818
	Iteration 25Q: 3 clusters Score -127601.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -127615.453125 Penalty: 2559.413818
	Iteration 26Q: 3 clusters Score -127615.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -127634.804688 Penalty: 2559.413818
	Iteration 27Q: 3 clusters Score -127634.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -127650.726562 Penalty: 2559.413818
	Iteration 28Q: 3 clusters Score -127650.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -127660.015625 Penalty: 2559.413818
	Iteration 29Q: 3 clusters Score -127660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -127670.648438 Penalty: 2559.413818
	Iteration 30Q: 3 clusters Score -127670.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -127685.726562 Penalty: 2559.413818
	Iteration 31Q: 3 clusters Score -127685.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -127702.960938 Penalty: 2559.413818
	Iteration 32Q: 3 clusters Score -127703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -127715.882812 Penalty: 2559.413818
	Iteration 33Q: 3 clusters Score -127715.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -127732.367188 Penalty: 2559.413818
	Iteration 34Q: 3 clusters Score -127732.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -127745.296875 Penalty: 2559.413818
	Iteration 35Q: 3 clusters Score -127745.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -127756.625000 Penalty: 2559.413818
	Iteration 36Q: 3 clusters Score -127756.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -127767.953125 Penalty: 2559.413818
	Iteration 37Q: 3 clusters Score -127768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -127782.156250 Penalty: 2559.413818
	Iteration 38Q: 3 clusters Score -127782.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -127795.359375 Penalty: 2559.413818
	Iteration 39Q: 3 clusters Score -127795.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -127812.875000 Penalty: 2559.413818
	Iteration 40F: 3 clusters Score -127812.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -127832.851562 Penalty: 2559.413818
	Iteration 41Q: 3 clusters Score -127832.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -127855.117188 Penalty: 2559.413818
	Iteration 42Q: 3 clusters Score -127855.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -127875.968750 Penalty: 2559.413818
	Iteration 43Q: 3 clusters Score -127876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -127894.468750 Penalty: 2559.413818
	Iteration 44Q: 3 clusters Score -127894.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -127903.695312 Penalty: 2559.413818
	Iteration 45Q: 3 clusters Score -127903.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -127913.757812 Penalty: 2559.413818
	Iteration 46Q: 3 clusters Score -127913.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -127924.804688 Penalty: 2559.413818
	Iteration 47Q: 3 clusters Score -127924.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -127935.507812 Penalty: 2559.413818
	Iteration 48Q: 3 clusters Score -127935.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -127954.851562 Penalty: 2559.413818
	Iteration 49Q: 3 clusters Score -127954.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -127978.929688 Penalty: 2559.413818
	Iteration 50Q: 3 clusters Score -127978.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -128012.281250 Penalty: 2559.413818
	Iteration 51Q: 3 clusters Score -128012.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -128047.398438 Penalty: 2559.413818
	Iteration 52Q: 3 clusters Score -128047.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -128079.054688 Penalty: 2559.413818
	Iteration 53Q: 3 clusters Score -128079.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -128119.187500 Penalty: 2559.413818
	Iteration 54Q: 3 clusters Score -128119.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -128158.257812 Penalty: 2559.413818
	Iteration 55Q: 3 clusters Score -128158.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -128211.976562 Penalty: 2559.413818
	Iteration 56Q: 3 clusters Score -128212 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -128249.695312 Penalty: 2559.413818
	Iteration 57Q: 3 clusters Score -128249.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -128292.585938 Penalty: 2559.413818
	Iteration 58Q: 3 clusters Score -128292.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -128328.796875 Penalty: 2559.413818
	Iteration 59Q: 3 clusters Score -128328.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -128369.093750 Penalty: 2559.413818
	Iteration 60F: 3 clusters Score -128369.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -128419.843750 Penalty: 2559.413818
	Iteration 61Q: 3 clusters Score -128419.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -128486.359375 Penalty: 2559.413818
	Iteration 62Q: 3 clusters Score -128486.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -128567.367188 Penalty: 2559.413818
	Iteration 63Q: 3 clusters Score -128567.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -128633.039062 Penalty: 2559.413818
	Iteration 64Q: 3 clusters Score -128633 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -128679.343750 Penalty: 2559.413818
	Iteration 65Q: 3 clusters Score -128679.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -128717.148438 Penalty: 2559.413818
	Iteration 66Q: 3 clusters Score -128717.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -128735.226562 Penalty: 2559.413818
	Iteration 67Q: 3 clusters Score -128735.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -128744.023438 Penalty: 2559.413818
	Iteration 68Q: 3 clusters Score -128744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -128755.000000 Penalty: 2559.413818
	Iteration 69Q: 3 clusters Score -128755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -128767.234375 Penalty: 2559.413818
	Iteration 70Q: 3 clusters Score -128767.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -128776.265625 Penalty: 2559.413818
	Iteration 71Q: 3 clusters Score -128776.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -128786.171875 Penalty: 2559.413818
	Iteration 72Q: 3 clusters Score -128786.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -128791.695312 Penalty: 2559.413818
	Iteration 73Q: 3 clusters Score -128791.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -128796.390625 Penalty: 2559.413818
	Iteration 74Q: 3 clusters Score -128796.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -128798.476562 Penalty: 2559.413818
	Iteration 75Q: 3 clusters Score -128798.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -128798.773438 Penalty: 2559.413818
	Iteration 76Q: 3 clusters Score -128798.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -128799.585938 Penalty: 2559.413818
	Iteration 77Q: 3 clusters Score -128799.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -128804.578125 Penalty: 2559.413818
	Iteration 78F: 3 clusters Score -128804.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -128805.554688 Penalty: 2559.413818
	Iteration 79Q: 3 clusters Score -128805.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -128806.429688 Penalty: 2559.413818
	Iteration 80F: 3 clusters Score -128806.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -128806.437500 Penalty: 2559.413818
	Iteration 81Q: 3 clusters Score -128806.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -128806.437500 Penalty: 2559.413818
	Iteration 82F: 3 clusters Score -128806.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47918 members 
Entering Unmasked Estep 
Score: -2587846.000000 Penalty: 1751.302612
	Iteration 0F: 2 clusters Score -2587846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -2555724.500000 Penalty: 3502.605225
	Iteration 0F: 3 clusters Score -2555724 nChanged 22422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -2568052.750000 Penalty: 3502.605225
	Iteration 1F: 3 clusters Score -2568053 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -2568435.000000 Penalty: 3502.605225
	Iteration 2Q: 3 clusters Score -2568435 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -2568818.000000 Penalty: 3502.605225
	Iteration 3Q: 3 clusters Score -2568818 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -2569230.000000 Penalty: 3502.605225
	Iteration 4Q: 3 clusters Score -2569230 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -2569775.750000 Penalty: 3502.605225
	Iteration 5Q: 3 clusters Score -2569776 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2570541.750000 Penalty: 3502.605225
	Iteration 6Q: 3 clusters Score -2570542 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2571738.000000 Penalty: 3502.605225
	Iteration 7Q: 3 clusters Score -2571738 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2573581.000000 Penalty: 3502.605225
	Iteration 8F: 3 clusters Score -2573581 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2576130.500000 Penalty: 3502.605225
	Iteration 9F: 3 clusters Score -2576130 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2579033.000000 Penalty: 3502.605225
	Iteration 10F: 3 clusters Score -2579033 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2581606.750000 Penalty: 3502.605225
	Iteration 11F: 3 clusters Score -2581607 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2583375.000000 Penalty: 3502.605225
	Iteration 12Q: 3 clusters Score -2583375 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2584557.250000 Penalty: 3502.605225
	Iteration 13Q: 3 clusters Score -2584557 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2585251.500000 Penalty: 3502.605225
	Iteration 14Q: 3 clusters Score -2585252 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2585647.250000 Penalty: 3502.605225
	Iteration 15Q: 3 clusters Score -2585647 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2585899.250000 Penalty: 3502.605225
	Iteration 16Q: 3 clusters Score -2585899 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2586045.500000 Penalty: 3502.605225
	Iteration 17Q: 3 clusters Score -2586046 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2586148.750000 Penalty: 3502.605225
	Iteration 18Q: 3 clusters Score -2586149 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2586207.500000 Penalty: 3502.605225
	Iteration 19Q: 3 clusters Score -2586208 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2586253.250000 Penalty: 3502.605225
	Iteration 20F: 3 clusters Score -2586253 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2586283.250000 Penalty: 3502.605225
	Iteration 21Q: 3 clusters Score -2586283 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2586299.750000 Penalty: 3502.605225
	Iteration 22Q: 3 clusters Score -2586300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2586312.250000 Penalty: 3502.605225
	Iteration 23Q: 3 clusters Score -2586312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2586328.250000 Penalty: 3502.605225
	Iteration 24Q: 3 clusters Score -2586328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2586336.250000 Penalty: 3502.605225
	Iteration 25Q: 3 clusters Score -2586336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2586345.000000 Penalty: 3502.605225
	Iteration 26Q: 3 clusters Score -2586345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2586353.750000 Penalty: 3502.605225
	Iteration 27Q: 3 clusters Score -2586354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2586361.000000 Penalty: 3502.605225
	Iteration 28Q: 3 clusters Score -2586361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2586363.000000 Penalty: 3502.605225
	Iteration 29Q: 3 clusters Score -2586363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2586365.500000 Penalty: 3502.605225
	Iteration 30Q: 3 clusters Score -2586366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2586367.500000 Penalty: 3502.605225
	Iteration 31Q: 3 clusters Score -2586368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2586365.500000 Penalty: 3502.605225
	Iteration 32Q: 3 clusters Score -2586366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2586374.500000 Penalty: 3502.605225
	Iteration 33Q: 3 clusters Score -2586374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2586377.500000 Penalty: 3502.605225
	Iteration 34Q: 3 clusters Score -2586378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47482 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2586385.500000 Penalty: 3502.605225
	Iteration 35Q: 3 clusters Score -2586386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2586389.000000 Penalty: 3502.605225
	Iteration 36Q: 3 clusters Score -2586389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2586391.000000 Penalty: 3502.605225
	Iteration 37Q: 3 clusters Score -2586391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2586395.250000 Penalty: 3502.605225
	Iteration 38Q: 3 clusters Score -2586395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2586404.750000 Penalty: 3502.605225
	Iteration 39Q: 3 clusters Score -2586405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2586406.750000 Penalty: 3502.605225
	Iteration 40F: 3 clusters Score -2586407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2586411.750000 Penalty: 3502.605225
	Iteration 41Q: 3 clusters Score -2586412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2586415.250000 Penalty: 3502.605225
	Iteration 42Q: 3 clusters Score -2586415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2586413.500000 Penalty: 3502.605225
	Iteration 43Q: 3 clusters Score -2586414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2586419.500000 Penalty: 3502.605225
	Iteration 44Q: 3 clusters Score -2586420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2586419.500000 Penalty: 3502.605225
	Iteration 45Q: 3 clusters Score -2586420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2586422.000000 Penalty: 3502.605225
	Iteration 46Q: 3 clusters Score -2586422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2586423.250000 Penalty: 3502.605225
	Iteration 47Q: 3 clusters Score -2586423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2586423.250000 Penalty: 3502.605225
	Iteration 48F: 3 clusters Score -2586423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Entering Unmasked Estep 
Score: -374432.531250 Penalty: 1448.604858
	Iteration 0F: 2 clusters Score -374432.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -368890.187500 Penalty: 2897.209717
	Iteration 0F: 3 clusters Score -368890.2 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -370598.718750 Penalty: 2897.209717
	Iteration 1F: 3 clusters Score -370598.7 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -371028.875000 Penalty: 2897.209717
	Iteration 2F: 3 clusters Score -371028.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -371490.531250 Penalty: 2897.209717
	Iteration 3F: 3 clusters Score -371490.5 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -372032.187500 Penalty: 2897.209717
	Iteration 4F: 3 clusters Score -372032.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -372607.437500 Penalty: 2897.209717
	Iteration 5F: 3 clusters Score -372607.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -373087.968750 Penalty: 2897.209717
	Iteration 6F: 3 clusters Score -373088 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -373388.593750 Penalty: 2897.209717
	Iteration 7F: 3 clusters Score -373388.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -373549.812500 Penalty: 2897.209717
	Iteration 8Q: 3 clusters Score -373549.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -373630.406250 Penalty: 2897.209717
	Iteration 9Q: 3 clusters Score -373630.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -373676.812500 Penalty: 2897.209717
	Iteration 10Q: 3 clusters Score -373676.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -373703.437500 Penalty: 2897.209717
	Iteration 11Q: 3 clusters Score -373703.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -373719.843750 Penalty: 2897.209717
	Iteration 12Q: 3 clusters Score -373719.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -373729.375000 Penalty: 2897.209717
	Iteration 13Q: 3 clusters Score -373729.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -373736.718750 Penalty: 2897.209717
	Iteration 14Q: 3 clusters Score -373736.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -373741.875000 Penalty: 2897.209717
	Iteration 15Q: 3 clusters Score -373741.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -373747.812500 Penalty: 2897.209717
	Iteration 16Q: 3 clusters Score -373747.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -373751.156250 Penalty: 2897.209717
	Iteration 17Q: 3 clusters Score -373751.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -373754.093750 Penalty: 2897.209717
	Iteration 18Q: 3 clusters Score -373754.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -373756.906250 Penalty: 2897.209717
	Iteration 19Q: 3 clusters Score -373756.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -373758.937500 Penalty: 2897.209717
	Iteration 20F: 3 clusters Score -373758.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -373760.468750 Penalty: 2897.209717
	Iteration 21Q: 3 clusters Score -373760.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -373762.218750 Penalty: 2897.209717
	Iteration 22Q: 3 clusters Score -373762.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -373764.625000 Penalty: 2897.209717
	Iteration 23Q: 3 clusters Score -373764.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -373764.000000 Penalty: 2897.209717
	Iteration 24Q: 3 clusters Score -373764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -373764.531250 Penalty: 2897.209717
	Iteration 25Q: 3 clusters Score -373764.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -373764.812500 Penalty: 2897.209717
	Iteration 26Q: 3 clusters Score -373764.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -373765.250000 Penalty: 2897.209717
	Iteration 27Q: 3 clusters Score -373765.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -373765.156250 Penalty: 2897.209717
	Iteration 28Q: 3 clusters Score -373765.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -373765.218750 Penalty: 2897.209717
	Iteration 29Q: 3 clusters Score -373765.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -373766.187500 Penalty: 2897.209717
	Iteration 30Q: 3 clusters Score -373766.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -373767.468750 Penalty: 2897.209717
	Iteration 31Q: 3 clusters Score -373767.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -373767.718750 Penalty: 2897.209717
	Iteration 32Q: 3 clusters Score -373767.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -373769.281250 Penalty: 2897.209717
	Iteration 33Q: 3 clusters Score -373769.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -373769.406250 Penalty: 2897.209717
	Iteration 34Q: 3 clusters Score -373769.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -373770.625000 Penalty: 2897.209717
	Iteration 35Q: 3 clusters Score -373770.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -373771.656250 Penalty: 2897.209717
	Iteration 36Q: 3 clusters Score -373771.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -373771.531250 Penalty: 2897.209717
	Iteration 37Q: 3 clusters Score -373771.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -373773.156250 Penalty: 2897.209717
	Iteration 38Q: 3 clusters Score -373773.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -373774.781250 Penalty: 2897.209717
	Iteration 39Q: 3 clusters Score -373774.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -373774.875000 Penalty: 2897.209717
	Iteration 40F: 3 clusters Score -373774.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -373775.218750 Penalty: 2897.209717
	Iteration 41Q: 3 clusters Score -373775.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -373774.937500 Penalty: 2897.209717
	Iteration 42Q: 3 clusters Score -373774.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -373775.781250 Penalty: 2897.209717
	Iteration 43Q: 3 clusters Score -373775.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -373775.218750 Penalty: 2897.209717
	Iteration 44Q: 3 clusters Score -373775.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -373775.843750 Penalty: 2897.209717
	Iteration 45Q: 3 clusters Score -373775.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -373776.468750 Penalty: 2897.209717
	Iteration 46Q: 3 clusters Score -373776.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -373776.843750 Penalty: 2897.209717
	Iteration 47Q: 3 clusters Score -373776.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -373777.656250 Penalty: 2897.209717
	Iteration 48Q: 3 clusters Score -373777.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -373777.656250 Penalty: 2897.209717
	Iteration 49F: 3 clusters Score -373777.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Entering Unmasked Estep 
Score: -66739.476562 Penalty: 1193.201660
	Iteration 0F: 2 clusters Score -66739.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -64940.937500 Penalty: 2386.403320
	Iteration 0F: 3 clusters Score -64940.94 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -65478.839844 Penalty: 2386.403320
	Iteration 1F: 3 clusters Score -65478.84 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -65716.953125 Penalty: 2386.403320
	Iteration 2F: 3 clusters Score -65716.95 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -65884.125000 Penalty: 2386.403320
	Iteration 3F: 3 clusters Score -65884.12 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -65995.773438 Penalty: 2386.403320
	Iteration 4F: 3 clusters Score -65995.77 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -66068.765625 Penalty: 2386.403320
	Iteration 5Q: 3 clusters Score -66068.77 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -66124.812500 Penalty: 2386.403320
	Iteration 6Q: 3 clusters Score -66124.81 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -66171.070312 Penalty: 2386.403320
	Iteration 7Q: 3 clusters Score -66171.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -66197.210938 Penalty: 2386.403320
	Iteration 8Q: 3 clusters Score -66197.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -66203.406250 Penalty: 2386.403320
	Iteration 9Q: 3 clusters Score -66203.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -66204.593750 Penalty: 2386.403320
	Iteration 10Q: 3 clusters Score -66204.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -66213.460938 Penalty: 2386.403320
	Iteration 11Q: 3 clusters Score -66213.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -66223.882812 Penalty: 2386.403320
	Iteration 12Q: 3 clusters Score -66223.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -66228.757812 Penalty: 2386.403320
	Iteration 13Q: 3 clusters Score -66228.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -66236.093750 Penalty: 2386.403320
	Iteration 14Q: 3 clusters Score -66236.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -66244.117188 Penalty: 2386.403320
	Iteration 15Q: 3 clusters Score -66244.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -66254.179688 Penalty: 2386.403320
	Iteration 16Q: 3 clusters Score -66254.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -66264.382812 Penalty: 2386.403320
	Iteration 17Q: 3 clusters Score -66264.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -66267.664062 Penalty: 2386.403320
	Iteration 18Q: 3 clusters Score -66267.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -66271.140625 Penalty: 2386.403320
	Iteration 19Q: 3 clusters Score -66271.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -66278.351562 Penalty: 2386.403320
	Iteration 20F: 3 clusters Score -66278.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -66286.023438 Penalty: 2386.403320
	Iteration 21Q: 3 clusters Score -66286.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -66291.101562 Penalty: 2386.403320
	Iteration 22Q: 3 clusters Score -66291.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -66292.820312 Penalty: 2386.403320
	Iteration 23Q: 3 clusters Score -66292.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -66293.953125 Penalty: 2386.403320
	Iteration 24Q: 3 clusters Score -66293.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -66297.226562 Penalty: 2386.403320
	Iteration 25Q: 3 clusters Score -66297.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -66298.054688 Penalty: 2386.403320
	Iteration 26Q: 3 clusters Score -66298.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -66302.187500 Penalty: 2386.403320
	Iteration 27Q: 3 clusters Score -66302.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -66304.125000 Penalty: 2386.403320
	Iteration 28Q: 3 clusters Score -66304.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -66305.937500 Penalty: 2386.403320
	Iteration 29Q: 3 clusters Score -66305.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -66310.031250 Penalty: 2386.403320
	Iteration 30Q: 3 clusters Score -66310.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -66316.617188 Penalty: 2386.403320
	Iteration 31Q: 3 clusters Score -66316.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -66319.875000 Penalty: 2386.403320
	Iteration 32Q: 3 clusters Score -66319.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -66326.945312 Penalty: 2386.403320
	Iteration 33Q: 3 clusters Score -66326.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -66340.117188 Penalty: 2386.403320
	Iteration 34Q: 3 clusters Score -66340.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -66352.500000 Penalty: 2386.403320
	Iteration 35Q: 3 clusters Score -66352.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -66372.234375 Penalty: 2386.403320
	Iteration 36Q: 3 clusters Score -66372.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -66414.992188 Penalty: 2386.403320
	Iteration 37Q: 3 clusters Score -66414.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -66465.328125 Penalty: 2386.403320
	Iteration 38Q: 3 clusters Score -66465.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -66485.937500 Penalty: 2386.403320
	Iteration 39Q: 3 clusters Score -66485.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -66522.625000 Penalty: 2386.403320
	Iteration 40F: 3 clusters Score -66522.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -66568.609375 Penalty: 2386.403320
	Iteration 41Q: 3 clusters Score -66568.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -66611.875000 Penalty: 2386.403320
	Iteration 42Q: 3 clusters Score -66611.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -66653.320312 Penalty: 2386.403320
	Iteration 43Q: 3 clusters Score -66653.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -66739.046875 Penalty: 2386.403320
	Iteration 44Q: 3 clusters Score -66739.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -66761.851562 Penalty: 2386.403320
	Iteration 45Q: 3 clusters Score -66761.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -66769.453125 Penalty: 2386.403320
	Iteration 46Q: 3 clusters Score -66769.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -66774.187500 Penalty: 2386.403320
	Iteration 47Q: 3 clusters Score -66774.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -66777.007812 Penalty: 2386.403320
	Iteration 48Q: 3 clusters Score -66777.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -66781.625000 Penalty: 2386.403320
	Iteration 49Q: 3 clusters Score -66781.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -66787.578125 Penalty: 2386.403320
	Iteration 50Q: 3 clusters Score -66787.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -66788.070312 Penalty: 2386.403320
	Iteration 51Q: 3 clusters Score -66788.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -66788.070312 Penalty: 2386.403320
	Iteration 52F: 3 clusters Score -66788.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 205495 members 
Mstep: Class 3 contains 7617 members 
Mstep: Class 4 contains 93080 members 
Mstep: Class 5 contains 9138 members 
Mstep: Class 6 contains 14172 members 
Mstep: Class 7 contains 13778 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 1840 members 
Mstep: Class 11 contains 89836 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 7761 members 
Mstep: Class 14 contains 5682 members 
Mstep: Class 15 contains 1617 members 
Mstep: Class 16 contains 23022 members 
Mstep: Class 17 contains 4651 members 
Mstep: Class 18 contains 79167 members 
Mstep: Class 19 contains 32429 members 
Mstep: Class 20 contains 6160 members 
Mstep: Class 21 contains 2631 members 
Mstep: Class 22 contains 47918 members 
Mstep: Class 23 contains 7439 members 
Mstep: Class 24 contains 513 members 
Mstep: Class 25 contains 7865 members 
Mstep: Class 26 contains 2174 members 
Mstep: Class 27 contains 6209 members 
Mstep: Class 28 contains 28433 members 
Mstep: Class 29 contains 1465 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
Score: -35929008.000000 Penalty: 65686.531250
Splitting cluster 24 changes total score from -35922652.000000 to -35929008.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 25 (7865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Entering Unmasked Estep 
Score: -422898.468750 Penalty: 1457.653809
	Iteration 0F: 2 clusters Score -422898.5 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 3926 members 
Entering Unmasked Estep 
Score: -417085.093750 Penalty: 2915.307617
	Iteration 0F: 3 clusters Score -417085.1 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -418804.531250 Penalty: 2915.307617
	Iteration 1F: 3 clusters Score -418804.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -419025.968750 Penalty: 2915.307617
	Iteration 2F: 3 clusters Score -419026 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -419185.375000 Penalty: 2915.307617
	Iteration 3F: 3 clusters Score -419185.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -419312.312500 Penalty: 2915.307617
	Iteration 4Q: 3 clusters Score -419312.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -419411.218750 Penalty: 2915.307617
	Iteration 5Q: 3 clusters Score -419411.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -419477.750000 Penalty: 2915.307617
	Iteration 6Q: 3 clusters Score -419477.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -419523.500000 Penalty: 2915.307617
	Iteration 7Q: 3 clusters Score -419523.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -419563.250000 Penalty: 2915.307617
	Iteration 8Q: 3 clusters Score -419563.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -419601.093750 Penalty: 2915.307617
	Iteration 9Q: 3 clusters Score -419601.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -419642.750000 Penalty: 2915.307617
	Iteration 10Q: 3 clusters Score -419642.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -419677.468750 Penalty: 2915.307617
	Iteration 11Q: 3 clusters Score -419677.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -419701.281250 Penalty: 2915.307617
	Iteration 12Q: 3 clusters Score -419701.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -419727.593750 Penalty: 2915.307617
	Iteration 13Q: 3 clusters Score -419727.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -419751.218750 Penalty: 2915.307617
	Iteration 14Q: 3 clusters Score -419751.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -419783.687500 Penalty: 2915.307617
	Iteration 15Q: 3 clusters Score -419783.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -419814.750000 Penalty: 2915.307617
	Iteration 16Q: 3 clusters Score -419814.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -419852.468750 Penalty: 2915.307617
	Iteration 17Q: 3 clusters Score -419852.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -419889.031250 Penalty: 2915.307617
	Iteration 18Q: 3 clusters Score -419889 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -419932.312500 Penalty: 2915.307617
	Iteration 19Q: 3 clusters Score -419932.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -419992.250000 Penalty: 2915.307617
	Iteration 20F: 3 clusters Score -419992.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -420057.031250 Penalty: 2915.307617
	Iteration 21Q: 3 clusters Score -420057 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -420124.125000 Penalty: 2915.307617
	Iteration 22Q: 3 clusters Score -420124.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -420206.812500 Penalty: 2915.307617
	Iteration 23Q: 3 clusters Score -420206.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -420298.125000 Penalty: 2915.307617
	Iteration 24Q: 3 clusters Score -420298.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -420415.312500 Penalty: 2915.307617
	Iteration 25Q: 3 clusters Score -420415.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -420522.968750 Penalty: 2915.307617
	Iteration 26Q: 3 clusters Score -420523 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -420616.281250 Penalty: 2915.307617
	Iteration 27Q: 3 clusters Score -420616.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -420688.218750 Penalty: 2915.307617
	Iteration 28Q: 3 clusters Score -420688.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -420750.125000 Penalty: 2915.307617
	Iteration 29Q: 3 clusters Score -420750.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -420802.687500 Penalty: 2915.307617
	Iteration 30Q: 3 clusters Score -420802.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -420854.468750 Penalty: 2915.307617
	Iteration 31Q: 3 clusters Score -420854.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -420909.375000 Penalty: 2915.307617
	Iteration 32Q: 3 clusters Score -420909.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -420962.406250 Penalty: 2915.307617
	Iteration 33Q: 3 clusters Score -420962.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -421008.562500 Penalty: 2915.307617
	Iteration 34Q: 3 clusters Score -421008.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -421051.562500 Penalty: 2915.307617
	Iteration 35Q: 3 clusters Score -421051.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -421083.406250 Penalty: 2915.307617
	Iteration 36Q: 3 clusters Score -421083.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -421104.750000 Penalty: 2915.307617
	Iteration 37Q: 3 clusters Score -421104.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -421121.156250 Penalty: 2915.307617
	Iteration 38Q: 3 clusters Score -421121.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -421138.156250 Penalty: 2915.307617
	Iteration 39Q: 3 clusters Score -421138.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -421150.406250 Penalty: 2915.307617
	Iteration 40F: 3 clusters Score -421150.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -421160.218750 Penalty: 2915.307617
	Iteration 41Q: 3 clusters Score -421160.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -421167.937500 Penalty: 2915.307617
	Iteration 42Q: 3 clusters Score -421167.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -421174.375000 Penalty: 2915.307617
	Iteration 43Q: 3 clusters Score -421174.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -421180.343750 Penalty: 2915.307617
	Iteration 44Q: 3 clusters Score -421180.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -421186.281250 Penalty: 2915.307617
	Iteration 45Q: 3 clusters Score -421186.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -421189.937500 Penalty: 2915.307617
	Iteration 46Q: 3 clusters Score -421189.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -421195.500000 Penalty: 2915.307617
	Iteration 47Q: 3 clusters Score -421195.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -421197.750000 Penalty: 2915.307617
	Iteration 48Q: 3 clusters Score -421197.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -421199.843750 Penalty: 2915.307617
	Iteration 49Q: 3 clusters Score -421199.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -421202.468750 Penalty: 2915.307617
	Iteration 50Q: 3 clusters Score -421202.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -421205.875000 Penalty: 2915.307617
	Iteration 51Q: 3 clusters Score -421205.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -421209.968750 Penalty: 2915.307617
	Iteration 52Q: 3 clusters Score -421210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -421212.656250 Penalty: 2915.307617
	Iteration 53Q: 3 clusters Score -421212.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -421218.562500 Penalty: 2915.307617
	Iteration 54Q: 3 clusters Score -421218.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -421222.468750 Penalty: 2915.307617
	Iteration 55Q: 3 clusters Score -421222.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -421227.187500 Penalty: 2915.307617
	Iteration 56Q: 3 clusters Score -421227.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -421231.250000 Penalty: 2915.307617
	Iteration 57Q: 3 clusters Score -421231.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -421235.781250 Penalty: 2915.307617
	Iteration 58Q: 3 clusters Score -421235.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -421238.812500 Penalty: 2915.307617
	Iteration 59Q: 3 clusters Score -421238.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -421241.562500 Penalty: 2915.307617
	Iteration 60F: 3 clusters Score -421241.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -421245.000000 Penalty: 2915.307617
	Iteration 61Q: 3 clusters Score -421245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -421247.937500 Penalty: 2915.307617
	Iteration 62Q: 3 clusters Score -421247.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -421249.062500 Penalty: 2915.307617
	Iteration 63Q: 3 clusters Score -421249.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -421250.218750 Penalty: 2915.307617
	Iteration 64Q: 3 clusters Score -421250.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -421250.968750 Penalty: 2915.307617
	Iteration 65Q: 3 clusters Score -421251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -421251.625000 Penalty: 2915.307617
	Iteration 66Q: 3 clusters Score -421251.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -421252.656250 Penalty: 2915.307617
	Iteration 67Q: 3 clusters Score -421252.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -421252.187500 Penalty: 2915.307617
	Iteration 68Q: 3 clusters Score -421252.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -421252.187500 Penalty: 2915.307617
	Iteration 69F: 3 clusters Score -421252.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -100702.898438 Penalty: 1248.702637
	Iteration 0F: 2 clusters Score -100702.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -98495.367188 Penalty: 2497.405273
	Iteration 0F: 3 clusters Score -98495.37 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -99057.195312 Penalty: 2497.405273
	Iteration 1F: 3 clusters Score -99057.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -99257.296875 Penalty: 2497.405273
	Iteration 2F: 3 clusters Score -99257.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -99458.242188 Penalty: 2497.405273
	Iteration 3F: 3 clusters Score -99458.24 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -99698.531250 Penalty: 2497.405273
	Iteration 4F: 3 clusters Score -99698.53 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -99893.632812 Penalty: 2497.405273
	Iteration 5F: 3 clusters Score -99893.63 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -100056.890625 Penalty: 2497.405273
	Iteration 6F: 3 clusters Score -100056.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -100148.492188 Penalty: 2497.405273
	Iteration 7Q: 3 clusters Score -100148.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -100201.406250 Penalty: 2497.405273
	Iteration 8Q: 3 clusters Score -100201.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -100240.453125 Penalty: 2497.405273
	Iteration 9Q: 3 clusters Score -100240.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -100280.000000 Penalty: 2497.405273
	Iteration 10Q: 3 clusters Score -100280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -100309.296875 Penalty: 2497.405273
	Iteration 11Q: 3 clusters Score -100309.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -100326.984375 Penalty: 2497.405273
	Iteration 12Q: 3 clusters Score -100327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -100335.468750 Penalty: 2497.405273
	Iteration 13Q: 3 clusters Score -100335.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -100340.445312 Penalty: 2497.405273
	Iteration 14Q: 3 clusters Score -100340.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -100349.054688 Penalty: 2497.405273
	Iteration 15Q: 3 clusters Score -100349.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -100358.023438 Penalty: 2497.405273
	Iteration 16Q: 3 clusters Score -100358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -100359.882812 Penalty: 2497.405273
	Iteration 17Q: 3 clusters Score -100359.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -100363.250000 Penalty: 2497.405273
	Iteration 18Q: 3 clusters Score -100363.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -100365.796875 Penalty: 2497.405273
	Iteration 19Q: 3 clusters Score -100365.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -100367.367188 Penalty: 2497.405273
	Iteration 20F: 3 clusters Score -100367.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -100369.484375 Penalty: 2497.405273
	Iteration 21Q: 3 clusters Score -100369.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -100369.484375 Penalty: 2497.405273
	Iteration 22F: 3 clusters Score -100369.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 205495 members 
Mstep: Class 3 contains 7617 members 
Mstep: Class 4 contains 93080 members 
Mstep: Class 5 contains 9138 members 
Mstep: Class 6 contains 14172 members 
Mstep: Class 7 contains 13778 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 1840 members 
Mstep: Class 11 contains 89836 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 7761 members 
Mstep: Class 14 contains 5682 members 
Mstep: Class 15 contains 1617 members 
Mstep: Class 16 contains 23022 members 
Mstep: Class 17 contains 4651 members 
Mstep: Class 18 contains 79167 members 
Mstep: Class 19 contains 32429 members 
Mstep: Class 20 contains 6160 members 
Mstep: Class 21 contains 2631 members 
Mstep: Class 22 contains 47918 members 
Mstep: Class 23 contains 7439 members 
Mstep: Class 24 contains 513 members 
Mstep: Class 25 contains 7865 members 
Mstep: Class 26 contains 2174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35930424.000000 Penalty: 65686.531250
Iteration 79Q: 31 clusters Score -3.593042e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 204725 members 
Mstep: Class 3 contains 7622 members 
Mstep: Class 4 contains 93895 members 
Mstep: Class 5 contains 9180 members 
Mstep: Class 6 contains 14101 members 
Mstep: Class 7 contains 13797 members 
Mstep: Class 8 contains 2671 members 
Mstep: Class 9 contains 3405 members 
Mstep: Class 10 contains 1843 members 
Mstep: Class 11 contains 89833 members 
Mstep: Class 12 contains 2247 members 
Mstep: Class 13 contains 7761 members 
Mstep: Class 14 contains 5701 members 
Mstep: Class 15 contains 1614 members 
Mstep: Class 16 contains 22961 members 
Mstep: Class 17 contains 5116 members 
Mstep: Class 18 contains 79198 members 
Mstep: Class 19 contains 32263 members 
Mstep: Class 20 contains 6280 members 
Mstep: Class 21 contains 2659 members 
Mstep: Class 22 contains 47934 members 
Mstep: Class 23 contains 7436 members 
Mstep: Class 24 contains 519 members 
Mstep: Class 25 contains 7873 members 
Mstep: Class 26 contains 2183 members 
Mstep: Class 27 contains 6031 members 
Mstep: Class 28 contains 28221 members 
Mstep: Class 29 contains 1446 members 
Mstep: Class 30 contains 1010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35931828.000000 Penalty: 65686.531250
Iteration 80F: 31 clusters Score -3.593183e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 204002 members 
Mstep: Class 3 contains 7673 members 
Mstep: Class 4 contains 94665 members 
Mstep: Class 5 contains 9183 members 
Mstep: Class 6 contains 14023 members 
Mstep: Class 7 contains 13821 members 
Mstep: Class 8 contains 2636 members 
Mstep: Class 9 contains 3343 members 
Mstep: Class 10 contains 1842 members 
Mstep: Class 11 contains 89820 members 
Mstep: Class 12 contains 2252 members 
Mstep: Class 13 contains 7757 members 
Mstep: Class 14 contains 5705 members 
Mstep: Class 15 contains 1611 members 
Mstep: Class 16 contains 22670 members 
Mstep: Class 17 contains 5388 members 
Mstep: Class 18 contains 79160 members 
Mstep: Class 19 contains 32180 members 
Mstep: Class 20 contains 6315 members 
Mstep: Class 21 contains 2691 members 
Mstep: Class 22 contains 47940 members 
Mstep: Class 23 contains 7433 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 7885 members 
Mstep: Class 26 contains 2173 members 
Mstep: Class 27 contains 5942 members 
Mstep: Class 28 contains 28393 members 
Mstep: Class 29 contains 1511 members 
Mstep: Class 30 contains 1023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932272.000000 Penalty: 65686.531250
Iteration 81Q: 31 clusters Score -3.593227e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 203377 members 
Mstep: Class 3 contains 7723 members 
Mstep: Class 4 contains 95347 members 
Mstep: Class 5 contains 9202 members 
Mstep: Class 6 contains 13965 members 
Mstep: Class 7 contains 13841 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 1841 members 
Mstep: Class 11 contains 89811 members 
Mstep: Class 12 contains 2267 members 
Mstep: Class 13 contains 7751 members 
Mstep: Class 14 contains 5706 members 
Mstep: Class 15 contains 1603 members 
Mstep: Class 16 contains 22475 members 
Mstep: Class 17 contains 5570 members 
Mstep: Class 18 contains 79137 members 
Mstep: Class 19 contains 32100 members 
Mstep: Class 20 contains 6363 members 
Mstep: Class 21 contains 2714 members 
Mstep: Class 22 contains 47943 members 
Mstep: Class 23 contains 7429 members 
Mstep: Class 24 contains 521 members 
Mstep: Class 25 contains 7897 members 
Mstep: Class 26 contains 2168 members 
Mstep: Class 27 contains 5838 members 
Mstep: Class 28 contains 28492 members 
Mstep: Class 29 contains 1540 members 
Mstep: Class 30 contains 1025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932400.000000 Penalty: 65686.531250
Iteration 82Q: 31 clusters Score -3.59324e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 202751 members 
Mstep: Class 3 contains 7756 members 
Mstep: Class 4 contains 95976 members 
Mstep: Class 5 contains 9213 members 
Mstep: Class 6 contains 13927 members 
Mstep: Class 7 contains 13865 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 1841 members 
Mstep: Class 11 contains 89792 members 
Mstep: Class 12 contains 2275 members 
Mstep: Class 13 contains 7745 members 
Mstep: Class 14 contains 5713 members 
Mstep: Class 15 contains 1594 members 
Mstep: Class 16 contains 22347 members 
Mstep: Class 17 contains 5684 members 
Mstep: Class 18 contains 79135 members 
Mstep: Class 19 contains 32058 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 2738 members 
Mstep: Class 22 contains 47936 members 
Mstep: Class 23 contains 7430 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 7905 members 
Mstep: Class 26 contains 2166 members 
Mstep: Class 27 contains 5767 members 
Mstep: Class 28 contains 28568 members 
Mstep: Class 29 contains 1556 members 
Mstep: Class 30 contains 1026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932584.000000 Penalty: 65686.531250
Iteration 83Q: 31 clusters Score -3.593258e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 202178 members 
Mstep: Class 3 contains 7777 members 
Mstep: Class 4 contains 96572 members 
Mstep: Class 5 contains 9222 members 
Mstep: Class 6 contains 13906 members 
Mstep: Class 7 contains 13888 members 
Mstep: Class 8 contains 2612 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1842 members 
Mstep: Class 11 contains 89790 members 
Mstep: Class 12 contains 2291 members 
Mstep: Class 13 contains 7738 members 
Mstep: Class 14 contains 5724 members 
Mstep: Class 15 contains 1593 members 
Mstep: Class 16 contains 22253 members 
Mstep: Class 17 contains 5774 members 
Mstep: Class 18 contains 79097 members 
Mstep: Class 19 contains 32019 members 
Mstep: Class 20 contains 6396 members 
Mstep: Class 21 contains 2759 members 
Mstep: Class 22 contains 47924 members 
Mstep: Class 23 contains 7427 members 
Mstep: Class 24 contains 522 members 
Mstep: Class 25 contains 7907 members 
Mstep: Class 26 contains 2164 members 
Mstep: Class 27 contains 5718 members 
Mstep: Class 28 contains 28612 members 
Mstep: Class 29 contains 1573 members 
Mstep: Class 30 contains 1027 members 
Entering Unmasked Estep 
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Score: -35932764.000000 Penalty: 65686.531250
Iteration 84Q: 31 clusters Score -3.593276e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 201657 members 
Mstep: Class 3 contains 7791 members 
Mstep: Class 4 contains 97108 members 
Mstep: Class 5 contains 9230 members 
Mstep: Class 6 contains 13883 members 
Mstep: Class 7 contains 13908 members 
Mstep: Class 8 contains 2609 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1841 members 
Mstep: Class 11 contains 89792 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 7722 members 
Mstep: Class 14 contains 5732 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 22169 members 
Mstep: Class 17 contains 5853 members 
Mstep: Class 18 contains 79064 members 
Mstep: Class 19 contains 32003 members 
Mstep: Class 20 contains 6406 members 
Mstep: Class 21 contains 2785 members 
Mstep: Class 22 contains 47914 members 
Mstep: Class 23 contains 7427 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 7911 members 
Mstep: Class 26 contains 2163 members 
Mstep: Class 27 contains 5681 members 
Mstep: Class 28 contains 28646 members 
Mstep: Class 29 contains 1582 members 
Mstep: Class 30 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35932892.000000 Penalty: 65686.531250
Iteration 85Q: 31 clusters Score -3.593289e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 201171 members 
Mstep: Class 3 contains 7800 members 
Mstep: Class 4 contains 97615 members 
Mstep: Class 5 contains 9236 members 
Mstep: Class 6 contains 13874 members 
Mstep: Class 7 contains 13916 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1842 members 
Mstep: Class 11 contains 89801 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 7707 members 
Mstep: Class 14 contains 5748 members 
Mstep: Class 15 contains 1577 members 
Mstep: Class 16 contains 22108 members 
Mstep: Class 17 contains 5913 members 
Mstep: Class 18 contains 79015 members 
Mstep: Class 19 contains 31971 members 
Mstep: Class 20 contains 6425 members 
Mstep: Class 21 contains 2803 members 
Mstep: Class 22 contains 47906 members 
Mstep: Class 23 contains 7430 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 7914 members 
Mstep: Class 26 contains 2163 members 
Mstep: Class 27 contains 5659 members 
Mstep: Class 28 contains 28670 members 
Mstep: Class 29 contains 1586 members 
Mstep: Class 30 contains 1027 members 
Entering Unmasked Estep 
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Iteration 86Q: 31 clusters Score -3.593305e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 200693 members 
Mstep: Class 3 contains 7807 members 
Mstep: Class 4 contains 98093 members 
Mstep: Class 5 contains 9252 members 
Mstep: Class 6 contains 13861 members 
Mstep: Class 7 contains 13930 members 
Mstep: Class 8 contains 2609 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1842 members 
Mstep: Class 11 contains 89809 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 7693 members 
Mstep: Class 14 contains 5760 members 
Mstep: Class 15 contains 1575 members 
Mstep: Class 16 contains 22074 members 
Mstep: Class 17 contains 5949 members 
Mstep: Class 18 contains 78978 members 
Mstep: Class 19 contains 31946 members 
Mstep: Class 20 contains 6435 members 
Mstep: Class 21 contains 2820 members 
Mstep: Class 22 contains 47901 members 
Mstep: Class 23 contains 7429 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 7919 members 
Mstep: Class 26 contains 2158 members 
Mstep: Class 27 contains 5642 members 
Mstep: Class 28 contains 28690 members 
Mstep: Class 29 contains 1592 members 
Mstep: Class 30 contains 1028 members 
Entering Unmasked Estep 
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Iteration 87Q: 31 clusters Score -3.593312e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 200229 members 
Mstep: Class 3 contains 7816 members 
Mstep: Class 4 contains 98568 members 
Mstep: Class 5 contains 9266 members 
Mstep: Class 6 contains 13849 members 
Mstep: Class 7 contains 13940 members 
Mstep: Class 8 contains 2611 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1843 members 
Mstep: Class 11 contains 89806 members 
Mstep: Class 12 contains 2342 members 
Mstep: Class 13 contains 7678 members 
Mstep: Class 14 contains 5778 members 
Mstep: Class 15 contains 1568 members 
Mstep: Class 16 contains 22057 members 
Mstep: Class 17 contains 5976 members 
Mstep: Class 18 contains 78938 members 
Mstep: Class 19 contains 31939 members 
Mstep: Class 20 contains 6431 members 
Mstep: Class 21 contains 2832 members 
Mstep: Class 22 contains 47890 members 
Mstep: Class 23 contains 7427 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 7923 members 
Mstep: Class 26 contains 2156 members 
Mstep: Class 27 contains 5624 members 
Mstep: Class 28 contains 28701 members 
Mstep: Class 29 contains 1601 members 
Mstep: Class 30 contains 1029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933228.000000 Penalty: 65686.531250
Iteration 88Q: 31 clusters Score -3.593323e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 199821 members 
Mstep: Class 3 contains 7822 members 
Mstep: Class 4 contains 98990 members 
Mstep: Class 5 contains 9264 members 
Mstep: Class 6 contains 13833 members 
Mstep: Class 7 contains 13950 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1843 members 
Mstep: Class 11 contains 89802 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 7664 members 
Mstep: Class 14 contains 5800 members 
Mstep: Class 15 contains 1561 members 
Mstep: Class 16 contains 22052 members 
Mstep: Class 17 contains 5990 members 
Mstep: Class 18 contains 78905 members 
Mstep: Class 19 contains 31929 members 
Mstep: Class 20 contains 6445 members 
Mstep: Class 21 contains 2837 members 
Mstep: Class 22 contains 47876 members 
Mstep: Class 23 contains 7431 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 7924 members 
Mstep: Class 26 contains 2155 members 
Mstep: Class 27 contains 5614 members 
Mstep: Class 28 contains 28715 members 
Mstep: Class 29 contains 1608 members 
Mstep: Class 30 contains 1029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933260.000000 Penalty: 65686.531250
Iteration 89Q: 31 clusters Score -3.593326e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 199460 members 
Mstep: Class 3 contains 7825 members 
Mstep: Class 4 contains 99356 members 
Mstep: Class 5 contains 9271 members 
Mstep: Class 6 contains 13820 members 
Mstep: Class 7 contains 13965 members 
Mstep: Class 8 contains 2611 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1843 members 
Mstep: Class 11 contains 89806 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 13 contains 7655 members 
Mstep: Class 14 contains 5807 members 
Mstep: Class 15 contains 1559 members 
Mstep: Class 16 contains 22052 members 
Mstep: Class 17 contains 6000 members 
Mstep: Class 18 contains 78871 members 
Mstep: Class 19 contains 31910 members 
Mstep: Class 20 contains 6447 members 
Mstep: Class 21 contains 2849 members 
Mstep: Class 22 contains 47867 members 
Mstep: Class 23 contains 7429 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 7928 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 5608 members 
Mstep: Class 28 contains 28720 members 
Mstep: Class 29 contains 1615 members 
Mstep: Class 30 contains 1030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933296.000000 Penalty: 65686.531250
Iteration 90Q: 31 clusters Score -3.59333e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 199128 members 
Mstep: Class 3 contains 7831 members 
Mstep: Class 4 contains 99681 members 
Mstep: Class 5 contains 9282 members 
Mstep: Class 6 contains 13806 members 
Mstep: Class 7 contains 13974 members 
Mstep: Class 8 contains 2610 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1843 members 
Mstep: Class 11 contains 89816 members 
Mstep: Class 12 contains 2379 members 
Mstep: Class 13 contains 7643 members 
Mstep: Class 14 contains 5821 members 
Mstep: Class 15 contains 1549 members 
Mstep: Class 16 contains 22048 members 
Mstep: Class 17 contains 6009 members 
Mstep: Class 18 contains 78846 members 
Mstep: Class 19 contains 31897 members 
Mstep: Class 20 contains 6453 members 
Mstep: Class 21 contains 2858 members 
Mstep: Class 22 contains 47859 members 
Mstep: Class 23 contains 7431 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 7933 members 
Mstep: Class 26 contains 2153 members 
Mstep: Class 27 contains 5601 members 
Mstep: Class 28 contains 28722 members 
Mstep: Class 29 contains 1620 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 31 clusters Score -3.593329e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 198808 members 
Mstep: Class 3 contains 7832 members 
Mstep: Class 4 contains 99968 members 
Mstep: Class 5 contains 9292 members 
Mstep: Class 6 contains 13797 members 
Mstep: Class 7 contains 13982 members 
Mstep: Class 8 contains 2610 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89820 members 
Mstep: Class 12 contains 2391 members 
Mstep: Class 13 contains 7638 members 
Mstep: Class 14 contains 5834 members 
Mstep: Class 15 contains 1545 members 
Mstep: Class 16 contains 22040 members 
Mstep: Class 17 contains 6017 members 
Mstep: Class 18 contains 78844 members 
Mstep: Class 19 contains 31887 members 
Mstep: Class 20 contains 6449 members 
Mstep: Class 21 contains 2865 members 
Mstep: Class 22 contains 47857 members 
Mstep: Class 23 contains 7434 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 7938 members 
Mstep: Class 26 contains 2153 members 
Mstep: Class 27 contains 5596 members 
Mstep: Class 28 contains 28726 members 
Mstep: Class 29 contains 1628 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933312.000000 Penalty: 65686.531250
Iteration 92Q: 31 clusters Score -3.593331e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 198547 members 
Mstep: Class 3 contains 7833 members 
Mstep: Class 4 contains 100227 members 
Mstep: Class 5 contains 9296 members 
Mstep: Class 6 contains 13782 members 
Mstep: Class 7 contains 13992 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89817 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 5837 members 
Mstep: Class 15 contains 1542 members 
Mstep: Class 16 contains 22033 members 
Mstep: Class 17 contains 6023 members 
Mstep: Class 18 contains 78837 members 
Mstep: Class 19 contains 31876 members 
Mstep: Class 20 contains 6449 members 
Mstep: Class 21 contains 2867 members 
Mstep: Class 22 contains 47857 members 
Mstep: Class 23 contains 7435 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 7939 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 5593 members 
Mstep: Class 28 contains 28729 members 
Mstep: Class 29 contains 1636 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933380.000000 Penalty: 65686.531250
Iteration 93Q: 31 clusters Score -3.593338e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 198348 members 
Mstep: Class 3 contains 7835 members 
Mstep: Class 4 contains 100432 members 
Mstep: Class 5 contains 9294 members 
Mstep: Class 6 contains 13771 members 
Mstep: Class 7 contains 14008 members 
Mstep: Class 8 contains 2612 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89814 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 7637 members 
Mstep: Class 14 contains 5842 members 
Mstep: Class 15 contains 1539 members 
Mstep: Class 16 contains 22029 members 
Mstep: Class 17 contains 6026 members 
Mstep: Class 18 contains 78822 members 
Mstep: Class 19 contains 31857 members 
Mstep: Class 20 contains 6451 members 
Mstep: Class 21 contains 2878 members 
Mstep: Class 22 contains 47857 members 
Mstep: Class 23 contains 7438 members 
Mstep: Class 24 contains 523 members 
Mstep: Class 25 contains 7942 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 5590 members 
Mstep: Class 28 contains 28730 members 
Mstep: Class 29 contains 1645 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933308.000000 Penalty: 65686.531250
Iteration 94Q: 31 clusters Score -3.593331e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 198138 members 
Mstep: Class 3 contains 7835 members 
Mstep: Class 4 contains 100638 members 
Mstep: Class 5 contains 9301 members 
Mstep: Class 6 contains 13762 members 
Mstep: Class 7 contains 14024 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89802 members 
Mstep: Class 12 contains 2403 members 
Mstep: Class 13 contains 7632 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 1532 members 
Mstep: Class 16 contains 22026 members 
Mstep: Class 17 contains 6030 members 
Mstep: Class 18 contains 78814 members 
Mstep: Class 19 contains 31854 members 
Mstep: Class 20 contains 6449 members 
Mstep: Class 21 contains 2888 members 
Mstep: Class 22 contains 47853 members 
Mstep: Class 23 contains 7438 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7946 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 5589 members 
Mstep: Class 28 contains 28732 members 
Mstep: Class 29 contains 1652 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933348.000000 Penalty: 65686.531250
Iteration 95Q: 31 clusters Score -3.593335e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 197933 members 
Mstep: Class 3 contains 7835 members 
Mstep: Class 4 contains 100829 members 
Mstep: Class 5 contains 9305 members 
Mstep: Class 6 contains 13756 members 
Mstep: Class 7 contains 14031 members 
Mstep: Class 8 contains 2615 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89797 members 
Mstep: Class 12 contains 2403 members 
Mstep: Class 13 contains 7631 members 
Mstep: Class 14 contains 5849 members 
Mstep: Class 15 contains 1530 members 
Mstep: Class 16 contains 22023 members 
Mstep: Class 17 contains 6034 members 
Mstep: Class 18 contains 78804 members 
Mstep: Class 19 contains 31868 members 
Mstep: Class 20 contains 6447 members 
Mstep: Class 21 contains 2892 members 
Mstep: Class 22 contains 47853 members 
Mstep: Class 23 contains 7439 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7946 members 
Mstep: Class 26 contains 2153 members 
Mstep: Class 27 contains 5587 members 
Mstep: Class 28 contains 28734 members 
Mstep: Class 29 contains 1654 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933440.000000 Penalty: 65686.531250
Iteration 96Q: 31 clusters Score -3.593344e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 197736 members 
Mstep: Class 3 contains 7837 members 
Mstep: Class 4 contains 101024 members 
Mstep: Class 5 contains 9323 members 
Mstep: Class 6 contains 13749 members 
Mstep: Class 7 contains 14039 members 
Mstep: Class 8 contains 2615 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89790 members 
Mstep: Class 12 contains 2403 members 
Mstep: Class 13 contains 7626 members 
Mstep: Class 14 contains 5858 members 
Mstep: Class 15 contains 1528 members 
Mstep: Class 16 contains 22023 members 
Mstep: Class 17 contains 6036 members 
Mstep: Class 18 contains 78781 members 
Mstep: Class 19 contains 31874 members 
Mstep: Class 20 contains 6445 members 
Mstep: Class 21 contains 2897 members 
Mstep: Class 22 contains 47850 members 
Mstep: Class 23 contains 7437 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7945 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28736 members 
Mstep: Class 29 contains 1656 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933404.000000 Penalty: 65686.531250
Iteration 97Q: 31 clusters Score -3.59334e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 197557 members 
Mstep: Class 3 contains 7838 members 
Mstep: Class 4 contains 101199 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 13745 members 
Mstep: Class 7 contains 14044 members 
Mstep: Class 8 contains 2616 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89791 members 
Mstep: Class 12 contains 2403 members 
Mstep: Class 13 contains 7620 members 
Mstep: Class 14 contains 5863 members 
Mstep: Class 15 contains 1528 members 
Mstep: Class 16 contains 22021 members 
Mstep: Class 17 contains 6038 members 
Mstep: Class 18 contains 78766 members 
Mstep: Class 19 contains 31872 members 
Mstep: Class 20 contains 6448 members 
Mstep: Class 21 contains 2901 members 
Mstep: Class 22 contains 47850 members 
Mstep: Class 23 contains 7439 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7946 members 
Mstep: Class 26 contains 2155 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 28736 members 
Mstep: Class 29 contains 1656 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933356.000000 Penalty: 65686.531250
Iteration 98Q: 31 clusters Score -3.593336e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 197390 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 101368 members 
Mstep: Class 5 contains 9348 members 
Mstep: Class 6 contains 13743 members 
Mstep: Class 7 contains 14054 members 
Mstep: Class 8 contains 2616 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89794 members 
Mstep: Class 12 contains 2404 members 
Mstep: Class 13 contains 7617 members 
Mstep: Class 14 contains 5869 members 
Mstep: Class 15 contains 1526 members 
Mstep: Class 16 contains 22021 members 
Mstep: Class 17 contains 6038 members 
Mstep: Class 18 contains 78733 members 
Mstep: Class 19 contains 31867 members 
Mstep: Class 20 contains 6452 members 
Mstep: Class 21 contains 2902 members 
Mstep: Class 22 contains 47848 members 
Mstep: Class 23 contains 7439 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7946 members 
Mstep: Class 26 contains 2155 members 
Mstep: Class 27 contains 5583 members 
Mstep: Class 28 contains 28737 members 
Mstep: Class 29 contains 1656 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933340.000000 Penalty: 65686.531250
Iteration 99Q: 31 clusters Score -3.593334e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 197221 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 101536 members 
Mstep: Class 5 contains 9368 members 
Mstep: Class 6 contains 13740 members 
Mstep: Class 7 contains 14062 members 
Mstep: Class 8 contains 2615 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89797 members 
Mstep: Class 12 contains 2407 members 
Mstep: Class 13 contains 7617 members 
Mstep: Class 14 contains 5871 members 
Mstep: Class 15 contains 1521 members 
Mstep: Class 16 contains 22020 members 
Mstep: Class 17 contains 6038 members 
Mstep: Class 18 contains 78708 members 
Mstep: Class 19 contains 31862 members 
Mstep: Class 20 contains 6459 members 
Mstep: Class 21 contains 2901 members 
Mstep: Class 22 contains 47848 members 
Mstep: Class 23 contains 7437 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7946 members 
Mstep: Class 26 contains 2155 members 
Mstep: Class 27 contains 5583 members 
Mstep: Class 28 contains 28738 members 
Mstep: Class 29 contains 1655 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933392.000000 Penalty: 65686.531250
Iteration 100F: 31 clusters Score -3.593339e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 197086 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 101676 members 
Mstep: Class 5 contains 9377 members 
Mstep: Class 6 contains 13737 members 
Mstep: Class 7 contains 14073 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89792 members 
Mstep: Class 12 contains 2411 members 
Mstep: Class 13 contains 7617 members 
Mstep: Class 14 contains 5871 members 
Mstep: Class 15 contains 1519 members 
Mstep: Class 16 contains 22017 members 
Mstep: Class 17 contains 6037 members 
Mstep: Class 18 contains 78691 members 
Mstep: Class 19 contains 31857 members 
Mstep: Class 20 contains 6461 members 
Mstep: Class 21 contains 2900 members 
Mstep: Class 22 contains 47849 members 
Mstep: Class 23 contains 7438 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7948 members 
Mstep: Class 26 contains 2155 members 
Mstep: Class 27 contains 5583 members 
Mstep: Class 28 contains 28740 members 
Mstep: Class 29 contains 1655 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
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Iteration 101Q: 31 clusters Score -3.593334e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 196968 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 101797 members 
Mstep: Class 5 contains 9386 members 
Mstep: Class 6 contains 13729 members 
Mstep: Class 7 contains 14082 members 
Mstep: Class 8 contains 2612 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89782 members 
Mstep: Class 12 contains 2414 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 5875 members 
Mstep: Class 15 contains 1521 members 
Mstep: Class 16 contains 22016 members 
Mstep: Class 17 contains 6038 members 
Mstep: Class 18 contains 78675 members 
Mstep: Class 19 contains 31860 members 
Mstep: Class 20 contains 6461 members 
Mstep: Class 21 contains 2900 members 
Mstep: Class 22 contains 47849 members 
Mstep: Class 23 contains 7439 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7948 members 
Mstep: Class 26 contains 2155 members 
Mstep: Class 27 contains 5583 members 
Mstep: Class 28 contains 28741 members 
Mstep: Class 29 contains 1657 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
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Iteration 102Q: 31 clusters Score -3.593336e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 196867 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 101902 members 
Mstep: Class 5 contains 9387 members 
Mstep: Class 6 contains 13726 members 
Mstep: Class 7 contains 14086 members 
Mstep: Class 8 contains 2610 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89777 members 
Mstep: Class 12 contains 2417 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 5884 members 
Mstep: Class 15 contains 1516 members 
Mstep: Class 16 contains 22012 members 
Mstep: Class 17 contains 6039 members 
Mstep: Class 18 contains 78664 members 
Mstep: Class 19 contains 31860 members 
Mstep: Class 20 contains 6460 members 
Mstep: Class 21 contains 2899 members 
Mstep: Class 22 contains 47849 members 
Mstep: Class 23 contains 7444 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7949 members 
Mstep: Class 26 contains 2155 members 
Mstep: Class 27 contains 5583 members 
Mstep: Class 28 contains 28744 members 
Mstep: Class 29 contains 1662 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933356.000000 Penalty: 65686.531250
Iteration 103Q: 31 clusters Score -3.593336e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 196776 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 101990 members 
Mstep: Class 5 contains 9393 members 
Mstep: Class 6 contains 13721 members 
Mstep: Class 7 contains 14091 members 
Mstep: Class 8 contains 2609 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89781 members 
Mstep: Class 12 contains 2423 members 
Mstep: Class 13 contains 7610 members 
Mstep: Class 14 contains 5890 members 
Mstep: Class 15 contains 1509 members 
Mstep: Class 16 contains 22007 members 
Mstep: Class 17 contains 6043 members 
Mstep: Class 18 contains 78649 members 
Mstep: Class 19 contains 31856 members 
Mstep: Class 20 contains 6460 members 
Mstep: Class 21 contains 2898 members 
Mstep: Class 22 contains 47851 members 
Mstep: Class 23 contains 7448 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7953 members 
Mstep: Class 26 contains 2155 members 
Mstep: Class 27 contains 5583 members 
Mstep: Class 28 contains 28745 members 
Mstep: Class 29 contains 1663 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933304.000000 Penalty: 65686.531250
Iteration 104Q: 31 clusters Score -3.59333e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 196690 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102073 members 
Mstep: Class 5 contains 9392 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 14092 members 
Mstep: Class 8 contains 2610 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89788 members 
Mstep: Class 12 contains 2430 members 
Mstep: Class 13 contains 7608 members 
Mstep: Class 14 contains 5894 members 
Mstep: Class 15 contains 1503 members 
Mstep: Class 16 contains 22003 members 
Mstep: Class 17 contains 6045 members 
Mstep: Class 18 contains 78646 members 
Mstep: Class 19 contains 31843 members 
Mstep: Class 20 contains 6462 members 
Mstep: Class 21 contains 2898 members 
Mstep: Class 22 contains 47853 members 
Mstep: Class 23 contains 7451 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7956 members 
Mstep: Class 26 contains 2155 members 
Mstep: Class 27 contains 5583 members 
Mstep: Class 28 contains 28746 members 
Mstep: Class 29 contains 1663 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933252.000000 Penalty: 65686.531250
Iteration 105Q: 31 clusters Score -3.593325e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 196609 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102158 members 
Mstep: Class 5 contains 9391 members 
Mstep: Class 6 contains 13721 members 
Mstep: Class 7 contains 14095 members 
Mstep: Class 8 contains 2611 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89788 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 13 contains 7606 members 
Mstep: Class 14 contains 5897 members 
Mstep: Class 15 contains 1496 members 
Mstep: Class 16 contains 22001 members 
Mstep: Class 17 contains 6046 members 
Mstep: Class 18 contains 78643 members 
Mstep: Class 19 contains 31838 members 
Mstep: Class 20 contains 6461 members 
Mstep: Class 21 contains 2899 members 
Mstep: Class 22 contains 47854 members 
Mstep: Class 23 contains 7451 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7958 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 5583 members 
Mstep: Class 28 contains 28747 members 
Mstep: Class 29 contains 1664 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933252.000000 Penalty: 65686.531250
Iteration 106Q: 31 clusters Score -3.593325e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 196550 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102232 members 
Mstep: Class 5 contains 9388 members 
Mstep: Class 6 contains 13718 members 
Mstep: Class 7 contains 14099 members 
Mstep: Class 8 contains 2611 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89787 members 
Mstep: Class 12 contains 2436 members 
Mstep: Class 13 contains 7602 members 
Mstep: Class 14 contains 5900 members 
Mstep: Class 15 contains 1489 members 
Mstep: Class 16 contains 22001 members 
Mstep: Class 17 contains 6046 members 
Mstep: Class 18 contains 78640 members 
Mstep: Class 19 contains 31834 members 
Mstep: Class 20 contains 6460 members 
Mstep: Class 21 contains 2898 members 
Mstep: Class 22 contains 47854 members 
Mstep: Class 23 contains 7451 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7958 members 
Mstep: Class 26 contains 2154 members 
Mstep: Class 27 contains 5582 members 
Mstep: Class 28 contains 28747 members 
Mstep: Class 29 contains 1667 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933232.000000 Penalty: 65686.531250
Iteration 107Q: 31 clusters Score -3.593323e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 196483 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102310 members 
Mstep: Class 5 contains 9380 members 
Mstep: Class 6 contains 13716 members 
Mstep: Class 7 contains 14104 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89792 members 
Mstep: Class 12 contains 2437 members 
Mstep: Class 13 contains 7592 members 
Mstep: Class 14 contains 5904 members 
Mstep: Class 15 contains 1483 members 
Mstep: Class 16 contains 22001 members 
Mstep: Class 17 contains 6046 members 
Mstep: Class 18 contains 78634 members 
Mstep: Class 19 contains 31838 members 
Mstep: Class 20 contains 6464 members 
Mstep: Class 21 contains 2895 members 
Mstep: Class 22 contains 47854 members 
Mstep: Class 23 contains 7451 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7958 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 5583 members 
Mstep: Class 28 contains 28747 members 
Mstep: Class 29 contains 1667 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933276.000000 Penalty: 65686.531250
Iteration 108Q: 31 clusters Score -3.593328e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 196428 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102372 members 
Mstep: Class 5 contains 9375 members 
Mstep: Class 6 contains 13714 members 
Mstep: Class 7 contains 14110 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89797 members 
Mstep: Class 12 contains 2436 members 
Mstep: Class 13 contains 7587 members 
Mstep: Class 14 contains 5910 members 
Mstep: Class 15 contains 1474 members 
Mstep: Class 16 contains 22001 members 
Mstep: Class 17 contains 6046 members 
Mstep: Class 18 contains 78630 members 
Mstep: Class 19 contains 31838 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 2895 members 
Mstep: Class 22 contains 47854 members 
Mstep: Class 23 contains 7451 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7958 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 5583 members 
Mstep: Class 28 contains 28747 members 
Mstep: Class 29 contains 1667 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933308.000000 Penalty: 65686.531250
Iteration 109Q: 31 clusters Score -3.593331e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 196383 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102432 members 
Mstep: Class 5 contains 9365 members 
Mstep: Class 6 contains 13708 members 
Mstep: Class 7 contains 14110 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89806 members 
Mstep: Class 12 contains 2437 members 
Mstep: Class 13 contains 7585 members 
Mstep: Class 14 contains 5918 members 
Mstep: Class 15 contains 1468 members 
Mstep: Class 16 contains 22001 members 
Mstep: Class 17 contains 6046 members 
Mstep: Class 18 contains 78621 members 
Mstep: Class 19 contains 31836 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 2897 members 
Mstep: Class 22 contains 47855 members 
Mstep: Class 23 contains 7452 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7958 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 5583 members 
Mstep: Class 28 contains 28747 members 
Mstep: Class 29 contains 1667 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933364.000000 Penalty: 65686.531250
Iteration 110Q: 31 clusters Score -3.593336e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 196329 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102492 members 
Mstep: Class 5 contains 9355 members 
Mstep: Class 6 contains 13701 members 
Mstep: Class 7 contains 14108 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89813 members 
Mstep: Class 12 contains 2437 members 
Mstep: Class 13 contains 7581 members 
Mstep: Class 14 contains 5927 members 
Mstep: Class 15 contains 1467 members 
Mstep: Class 16 contains 22000 members 
Mstep: Class 17 contains 6047 members 
Mstep: Class 18 contains 78612 members 
Mstep: Class 19 contains 31840 members 
Mstep: Class 20 contains 6465 members 
Mstep: Class 21 contains 2899 members 
Mstep: Class 22 contains 47857 members 
Mstep: Class 23 contains 7455 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7959 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 5583 members 
Mstep: Class 28 contains 28747 members 
Mstep: Class 29 contains 1667 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933344.000000 Penalty: 65686.531250
Iteration 111Q: 31 clusters Score -3.593334e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 196288 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102546 members 
Mstep: Class 5 contains 9351 members 
Mstep: Class 6 contains 13697 members 
Mstep: Class 7 contains 14108 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89820 members 
Mstep: Class 12 contains 2437 members 
Mstep: Class 13 contains 7575 members 
Mstep: Class 14 contains 5934 members 
Mstep: Class 15 contains 1465 members 
Mstep: Class 16 contains 21999 members 
Mstep: Class 17 contains 6048 members 
Mstep: Class 18 contains 78592 members 
Mstep: Class 19 contains 31841 members 
Mstep: Class 20 contains 6467 members 
Mstep: Class 21 contains 2900 members 
Mstep: Class 22 contains 47857 members 
Mstep: Class 23 contains 7459 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7959 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 28747 members 
Mstep: Class 29 contains 1667 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933368.000000 Penalty: 65686.531250
Iteration 112Q: 31 clusters Score -3.593337e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 196250 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102583 members 
Mstep: Class 5 contains 9350 members 
Mstep: Class 6 contains 13693 members 
Mstep: Class 7 contains 14110 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89840 members 
Mstep: Class 12 contains 2437 members 
Mstep: Class 13 contains 7574 members 
Mstep: Class 14 contains 5940 members 
Mstep: Class 15 contains 1453 members 
Mstep: Class 16 contains 21998 members 
Mstep: Class 17 contains 6049 members 
Mstep: Class 18 contains 78580 members 
Mstep: Class 19 contains 31835 members 
Mstep: Class 20 contains 6467 members 
Mstep: Class 21 contains 2903 members 
Mstep: Class 22 contains 47858 members 
Mstep: Class 23 contains 7461 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7960 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28747 members 
Mstep: Class 29 contains 1667 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933404.000000 Penalty: 65686.531250
Iteration 113Q: 31 clusters Score -3.59334e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 196215 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102621 members 
Mstep: Class 5 contains 9347 members 
Mstep: Class 6 contains 13691 members 
Mstep: Class 7 contains 14115 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1845 members 
Mstep: Class 11 contains 89854 members 
Mstep: Class 12 contains 2437 members 
Mstep: Class 13 contains 7569 members 
Mstep: Class 14 contains 5948 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 21996 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78565 members 
Mstep: Class 19 contains 31829 members 
Mstep: Class 20 contains 6468 members 
Mstep: Class 21 contains 2907 members 
Mstep: Class 22 contains 47858 members 
Mstep: Class 23 contains 7463 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7961 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28748 members 
Mstep: Class 29 contains 1667 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933464.000000 Penalty: 65686.531250
Iteration 114Q: 31 clusters Score -3.593346e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 196185 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102657 members 
Mstep: Class 5 contains 9341 members 
Mstep: Class 6 contains 13689 members 
Mstep: Class 7 contains 14119 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 89856 members 
Mstep: Class 12 contains 2437 members 
Mstep: Class 13 contains 7570 members 
Mstep: Class 14 contains 5954 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 21996 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78549 members 
Mstep: Class 19 contains 31827 members 
Mstep: Class 20 contains 6467 members 
Mstep: Class 21 contains 2909 members 
Mstep: Class 22 contains 47858 members 
Mstep: Class 23 contains 7465 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7964 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28748 members 
Mstep: Class 29 contains 1667 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933468.000000 Penalty: 65686.531250
Iteration 115Q: 31 clusters Score -3.593347e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 196165 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102683 members 
Mstep: Class 5 contains 9337 members 
Mstep: Class 6 contains 13689 members 
Mstep: Class 7 contains 14121 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 89860 members 
Mstep: Class 12 contains 2437 members 
Mstep: Class 13 contains 7571 members 
Mstep: Class 14 contains 5956 members 
Mstep: Class 15 contains 1445 members 
Mstep: Class 16 contains 21996 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78542 members 
Mstep: Class 19 contains 31823 members 
Mstep: Class 20 contains 6467 members 
Mstep: Class 21 contains 2910 members 
Mstep: Class 22 contains 47858 members 
Mstep: Class 23 contains 7464 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7964 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28748 members 
Mstep: Class 29 contains 1667 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933432.000000 Penalty: 65686.531250
Iteration 116Q: 31 clusters Score -3.593343e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 196149 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102709 members 
Mstep: Class 5 contains 9333 members 
Mstep: Class 6 contains 13687 members 
Mstep: Class 7 contains 14122 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 89864 members 
Mstep: Class 12 contains 2437 members 
Mstep: Class 13 contains 7568 members 
Mstep: Class 14 contains 5955 members 
Mstep: Class 15 contains 1444 members 
Mstep: Class 16 contains 21996 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78537 members 
Mstep: Class 19 contains 31823 members 
Mstep: Class 20 contains 6467 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 47858 members 
Mstep: Class 23 contains 7464 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7964 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28748 members 
Mstep: Class 29 contains 1667 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933448.000000 Penalty: 65686.531250
Iteration 117Q: 31 clusters Score -3.593345e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 196132 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102727 members 
Mstep: Class 5 contains 9332 members 
Mstep: Class 6 contains 13685 members 
Mstep: Class 7 contains 14124 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 89873 members 
Mstep: Class 12 contains 2437 members 
Mstep: Class 13 contains 7565 members 
Mstep: Class 14 contains 5955 members 
Mstep: Class 15 contains 1442 members 
Mstep: Class 16 contains 21996 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78534 members 
Mstep: Class 19 contains 31821 members 
Mstep: Class 20 contains 6467 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 47859 members 
Mstep: Class 23 contains 7463 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7965 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28748 members 
Mstep: Class 29 contains 1667 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933472.000000 Penalty: 65686.531250
Iteration 118Q: 31 clusters Score -3.593347e+07 nChanged 59
Entering ConstructFrom: 
Score: -35933472.000000 Penalty: 65686.531250
Entering ConstructFrom: 
Trying to split cluster 1 (1178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Entering Unmasked Estep 
Score: -54463.738281 Penalty: 1149.130615
	Iteration 0F: 2 clusters Score -54463.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -52880.933594 Penalty: 2298.261230
	Iteration 0F: 3 clusters Score -52880.93 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -53184.394531 Penalty: 2298.261230
	Iteration 1F: 3 clusters Score -53184.39 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -53270.000000 Penalty: 2298.261230
	Iteration 2F: 3 clusters Score -53270 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -53305.394531 Penalty: 2298.261230
	Iteration 3Q: 3 clusters Score -53305.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -53320.367188 Penalty: 2298.261230
	Iteration 4Q: 3 clusters Score -53320.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -53335.046875 Penalty: 2298.261230
	Iteration 5Q: 3 clusters Score -53335.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -53345.699219 Penalty: 2298.261230
	Iteration 6Q: 3 clusters Score -53345.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -53357.585938 Penalty: 2298.261230
	Iteration 7Q: 3 clusters Score -53357.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -53365.945312 Penalty: 2298.261230
	Iteration 8Q: 3 clusters Score -53365.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -53374.625000 Penalty: 2298.261230
	Iteration 9Q: 3 clusters Score -53374.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -53382.007812 Penalty: 2298.261230
	Iteration 10Q: 3 clusters Score -53382.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -53384.863281 Penalty: 2298.261230
	Iteration 11Q: 3 clusters Score -53384.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -53385.851562 Penalty: 2298.261230
	Iteration 12Q: 3 clusters Score -53385.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -53386.871094 Penalty: 2298.261230
	Iteration 13Q: 3 clusters Score -53386.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -53387.492188 Penalty: 2298.261230
	Iteration 14Q: 3 clusters Score -53387.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -53387.765625 Penalty: 2298.261230
	Iteration 15Q: 3 clusters Score -53387.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -53388.234375 Penalty: 2298.261230
	Iteration 16Q: 3 clusters Score -53388.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -53388.414062 Penalty: 2298.261230
	Iteration 17Q: 3 clusters Score -53388.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -53388.414062 Penalty: 2298.261230
	Iteration 18F: 3 clusters Score -53388.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (196117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196117 members 
Entering Unmasked Estep 
Score: -10595873.000000 Penalty: 1980.300781
	Iteration 0F: 2 clusters Score -1.059587e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98155 members 
Mstep: Class 2 contains 97962 members 
Entering Unmasked Estep 
Score: -10464160.000000 Penalty: 3960.601562
	Iteration 0F: 3 clusters Score -1.046416e+07 nChanged 94791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98642 members 
Mstep: Class 2 contains 97475 members 
Entering Unmasked Estep 
Score: -10521098.000000 Penalty: 3960.601562
	Iteration 1F: 3 clusters Score -1.05211e+07 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99358 members 
Mstep: Class 2 contains 96759 members 
Entering Unmasked Estep 
Score: -10522614.000000 Penalty: 3960.601562
	Iteration 2Q: 3 clusters Score -1.052261e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100566 members 
Mstep: Class 2 contains 95551 members 
Entering Unmasked Estep 
Score: -10524789.000000 Penalty: 3960.601562
	Iteration 3Q: 3 clusters Score -1.052479e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102445 members 
Mstep: Class 2 contains 93672 members 
Entering Unmasked Estep 
Score: -10527925.000000 Penalty: 3960.601562
	Iteration 4Q: 3 clusters Score -1.052792e+07 nChanged 9063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105248 members 
Mstep: Class 2 contains 90869 members 
Entering Unmasked Estep 
Score: -10532586.000000 Penalty: 3960.601562
	Iteration 5Q: 3 clusters Score -1.053259e+07 nChanged 10618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108930 members 
Mstep: Class 2 contains 87187 members 
Entering Unmasked Estep 
Score: -10539013.000000 Penalty: 3960.601562
	Iteration 6F: 3 clusters Score -1.053901e+07 nChanged 11507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112839 members 
Mstep: Class 2 contains 83278 members 
Entering Unmasked Estep 
Score: -10546868.000000 Penalty: 3960.601562
	Iteration 7F: 3 clusters Score -1.054687e+07 nChanged 11828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116579 members 
Mstep: Class 2 contains 79538 members 
Entering Unmasked Estep 
Score: -10554962.000000 Penalty: 3960.601562
	Iteration 8F: 3 clusters Score -1.055496e+07 nChanged 10748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119883 members 
Mstep: Class 2 contains 76234 members 
Entering Unmasked Estep 
Score: -10561241.000000 Penalty: 3960.601562
	Iteration 9F: 3 clusters Score -1.056124e+07 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122740 members 
Mstep: Class 2 contains 73377 members 
Entering Unmasked Estep 
Score: -10564679.000000 Penalty: 3960.601562
	Iteration 10Q: 3 clusters Score -1.056468e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125368 members 
Mstep: Class 2 contains 70749 members 
Entering Unmasked Estep 
Score: -10566288.000000 Penalty: 3960.601562
	Iteration 11Q: 3 clusters Score -1.056629e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128030 members 
Mstep: Class 2 contains 68087 members 
Entering Unmasked Estep 
Score: -10567408.000000 Penalty: 3960.601562
	Iteration 12Q: 3 clusters Score -1.056741e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130831 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -10568324.000000 Penalty: 3960.601562
	Iteration 13Q: 3 clusters Score -1.056832e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133863 members 
Mstep: Class 2 contains 62254 members 
Entering Unmasked Estep 
Score: -10569329.000000 Penalty: 3960.601562
	Iteration 14Q: 3 clusters Score -1.056933e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137105 members 
Mstep: Class 2 contains 59012 members 
Entering Unmasked Estep 
Score: -10570449.000000 Penalty: 3960.601562
	Iteration 15Q: 3 clusters Score -1.057045e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140481 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -10571589.000000 Penalty: 3960.601562
	Iteration 16Q: 3 clusters Score -1.057159e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143882 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -10572767.000000 Penalty: 3960.601562
	Iteration 17Q: 3 clusters Score -1.057277e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147425 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -10574082.000000 Penalty: 3960.601562
	Iteration 18Q: 3 clusters Score -1.057408e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151029 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -10575415.000000 Penalty: 3960.601562
	Iteration 19Q: 3 clusters Score -1.057542e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154624 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -10576775.000000 Penalty: 3960.601562
	Iteration 20F: 3 clusters Score -1.057678e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158216 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -10578394.000000 Penalty: 3960.601562
	Iteration 21Q: 3 clusters Score -1.057839e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161673 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -10579725.000000 Penalty: 3960.601562
	Iteration 22Q: 3 clusters Score -1.057972e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165041 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -10581073.000000 Penalty: 3960.601562
	Iteration 23Q: 3 clusters Score -1.058107e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168236 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -10582384.000000 Penalty: 3960.601562
	Iteration 24Q: 3 clusters Score -1.058238e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171301 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -10583688.000000 Penalty: 3960.601562
	Iteration 25Q: 3 clusters Score -1.058369e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174226 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -10585038.000000 Penalty: 3960.601562
	Iteration 26Q: 3 clusters Score -1.058504e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176906 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -10586259.000000 Penalty: 3960.601562
	Iteration 27Q: 3 clusters Score -1.058626e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179423 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -10587442.000000 Penalty: 3960.601562
	Iteration 28Q: 3 clusters Score -1.058744e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181673 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -10588455.000000 Penalty: 3960.601562
	Iteration 29Q: 3 clusters Score -1.058846e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183712 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -10589353.000000 Penalty: 3960.601562
	Iteration 30Q: 3 clusters Score -1.058935e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185539 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -10590183.000000 Penalty: 3960.601562
	Iteration 31Q: 3 clusters Score -1.059018e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187121 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -10590933.000000 Penalty: 3960.601562
	Iteration 32Q: 3 clusters Score -1.059093e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188534 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -10591573.000000 Penalty: 3960.601562
	Iteration 33Q: 3 clusters Score -1.059157e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189772 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -10592085.000000 Penalty: 3960.601562
	Iteration 34Q: 3 clusters Score -1.059208e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190770 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -10592526.000000 Penalty: 3960.601562
	Iteration 35Q: 3 clusters Score -1.059253e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191624 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -10592880.000000 Penalty: 3960.601562
	Iteration 36Q: 3 clusters Score -1.059288e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192302 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -10593127.000000 Penalty: 3960.601562
	Iteration 37Q: 3 clusters Score -1.059313e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192874 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -10593380.000000 Penalty: 3960.601562
	Iteration 38Q: 3 clusters Score -1.059338e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193341 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -10593540.000000 Penalty: 3960.601562
	Iteration 39Q: 3 clusters Score -1.059354e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193689 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -10593670.000000 Penalty: 3960.601562
	Iteration 40F: 3 clusters Score -1.059367e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193985 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -10593793.000000 Penalty: 3960.601562
	Iteration 41Q: 3 clusters Score -1.059379e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194215 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -10593888.000000 Penalty: 3960.601562
	Iteration 42Q: 3 clusters Score -1.059389e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194405 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -10593939.000000 Penalty: 3960.601562
	Iteration 43Q: 3 clusters Score -1.059394e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194543 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -10593979.000000 Penalty: 3960.601562
	Iteration 44Q: 3 clusters Score -1.059398e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194647 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -10594035.000000 Penalty: 3960.601562
	Iteration 45Q: 3 clusters Score -1.059404e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194747 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -10594064.000000 Penalty: 3960.601562
	Iteration 46Q: 3 clusters Score -1.059406e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194833 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -10594084.000000 Penalty: 3960.601562
	Iteration 47Q: 3 clusters Score -1.059408e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194899 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -10594117.000000 Penalty: 3960.601562
	Iteration 48Q: 3 clusters Score -1.059412e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194958 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -10594148.000000 Penalty: 3960.601562
	Iteration 49Q: 3 clusters Score -1.059415e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195015 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -10594178.000000 Penalty: 3960.601562
	Iteration 50Q: 3 clusters Score -1.059418e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195053 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -10594203.000000 Penalty: 3960.601562
	Iteration 51Q: 3 clusters Score -1.05942e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195073 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -10594193.000000 Penalty: 3960.601562
	Iteration 52Q: 3 clusters Score -1.059419e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195088 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -10594203.000000 Penalty: 3960.601562
	Iteration 53Q: 3 clusters Score -1.05942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195103 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -10594214.000000 Penalty: 3960.601562
	Iteration 54Q: 3 clusters Score -1.059421e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195119 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -10594207.000000 Penalty: 3960.601562
	Iteration 55Q: 3 clusters Score -1.059421e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195136 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -10594201.000000 Penalty: 3960.601562
	Iteration 56Q: 3 clusters Score -1.05942e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195153 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -10594205.000000 Penalty: 3960.601562
	Iteration 57Q: 3 clusters Score -1.05942e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195162 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -10594215.000000 Penalty: 3960.601562
	Iteration 58Q: 3 clusters Score -1.059422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195169 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -10594228.000000 Penalty: 3960.601562
	Iteration 59Q: 3 clusters Score -1.059423e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195181 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -10594213.000000 Penalty: 3960.601562
	Iteration 60F: 3 clusters Score -1.059421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195186 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -10594217.000000 Penalty: 3960.601562
	Iteration 61Q: 3 clusters Score -1.059422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195191 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -10594224.000000 Penalty: 3960.601562
	Iteration 62Q: 3 clusters Score -1.059422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195195 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -10594224.000000 Penalty: 3960.601562
	Iteration 63Q: 3 clusters Score -1.059422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195203 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -10594228.000000 Penalty: 3960.601562
	Iteration 64Q: 3 clusters Score -1.059423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195208 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10594219.000000 Penalty: 3960.601562
	Iteration 65Q: 3 clusters Score -1.059422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195215 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -10594220.000000 Penalty: 3960.601562
	Iteration 66Q: 3 clusters Score -1.059422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195218 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -10594217.000000 Penalty: 3960.601562
	Iteration 67Q: 3 clusters Score -1.059422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195224 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -10594214.000000 Penalty: 3960.601562
	Iteration 68Q: 3 clusters Score -1.059421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195226 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -10594211.000000 Penalty: 3960.601562
	Iteration 69Q: 3 clusters Score -1.059421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195230 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -10594221.000000 Penalty: 3960.601562
	Iteration 70Q: 3 clusters Score -1.059422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195233 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -10594222.000000 Penalty: 3960.601562
	Iteration 71Q: 3 clusters Score -1.059422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195235 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -10594228.000000 Penalty: 3960.601562
	Iteration 72Q: 3 clusters Score -1.059423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195238 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10594220.000000 Penalty: 3960.601562
	Iteration 73Q: 3 clusters Score -1.059422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195241 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -10594229.000000 Penalty: 3960.601562
	Iteration 74Q: 3 clusters Score -1.059423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195242 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -10594233.000000 Penalty: 3960.601562
	Iteration 75Q: 3 clusters Score -1.059423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195242 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -10594233.000000 Penalty: 3960.601562
	Iteration 76F: 3 clusters Score -1.059423e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Entering Unmasked Estep 
Score: -401570.437500 Penalty: 1457.136597
	Iteration 0F: 2 clusters Score -401570.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -395794.718750 Penalty: 2914.273193
	Iteration 0F: 3 clusters Score -395794.7 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -397520.500000 Penalty: 2914.273193
	Iteration 1F: 3 clusters Score -397520.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -397763.781250 Penalty: 2914.273193
	Iteration 2F: 3 clusters Score -397763.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -397940.093750 Penalty: 2914.273193
	Iteration 3F: 3 clusters Score -397940.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -398073.250000 Penalty: 2914.273193
	Iteration 4Q: 3 clusters Score -398073.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -398195.875000 Penalty: 2914.273193
	Iteration 5Q: 3 clusters Score -398195.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -398310.906250 Penalty: 2914.273193
	Iteration 6Q: 3 clusters Score -398310.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -398419.500000 Penalty: 2914.273193
	Iteration 7Q: 3 clusters Score -398419.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -398526.031250 Penalty: 2914.273193
	Iteration 8Q: 3 clusters Score -398526 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -398655.937500 Penalty: 2914.273193
	Iteration 9Q: 3 clusters Score -398655.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -398802.187500 Penalty: 2914.273193
	Iteration 10Q: 3 clusters Score -398802.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -398966.093750 Penalty: 2914.273193
	Iteration 11Q: 3 clusters Score -398966.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -399160.687500 Penalty: 2914.273193
	Iteration 12Q: 3 clusters Score -399160.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -399366.781250 Penalty: 2914.273193
	Iteration 13Q: 3 clusters Score -399366.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -399546.312500 Penalty: 2914.273193
	Iteration 14Q: 3 clusters Score -399546.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -399716.750000 Penalty: 2914.273193
	Iteration 15Q: 3 clusters Score -399716.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -399863.500000 Penalty: 2914.273193
	Iteration 16Q: 3 clusters Score -399863.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -399986.718750 Penalty: 2914.273193
	Iteration 17Q: 3 clusters Score -399986.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -400073.781250 Penalty: 2914.273193
	Iteration 18Q: 3 clusters Score -400073.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -400143.718750 Penalty: 2914.273193
	Iteration 19Q: 3 clusters Score -400143.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -400200.312500 Penalty: 2914.273193
	Iteration 20F: 3 clusters Score -400200.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -400249.156250 Penalty: 2914.273193
	Iteration 21Q: 3 clusters Score -400249.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -400285.500000 Penalty: 2914.273193
	Iteration 22Q: 3 clusters Score -400285.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -400322.906250 Penalty: 2914.273193
	Iteration 23Q: 3 clusters Score -400322.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -400340.281250 Penalty: 2914.273193
	Iteration 24Q: 3 clusters Score -400340.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -400353.093750 Penalty: 2914.273193
	Iteration 25Q: 3 clusters Score -400353.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -400363.656250 Penalty: 2914.273193
	Iteration 26Q: 3 clusters Score -400363.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -400368.031250 Penalty: 2914.273193
	Iteration 27Q: 3 clusters Score -400368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -400375.000000 Penalty: 2914.273193
	Iteration 28Q: 3 clusters Score -400375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -400377.656250 Penalty: 2914.273193
	Iteration 29Q: 3 clusters Score -400377.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -400383.312500 Penalty: 2914.273193
	Iteration 30Q: 3 clusters Score -400383.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -400388.812500 Penalty: 2914.273193
	Iteration 31Q: 3 clusters Score -400388.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -400390.750000 Penalty: 2914.273193
	Iteration 32Q: 3 clusters Score -400390.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -400393.781250 Penalty: 2914.273193
	Iteration 33Q: 3 clusters Score -400393.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -400397.500000 Penalty: 2914.273193
	Iteration 34Q: 3 clusters Score -400397.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -400397.500000 Penalty: 2914.273193
	Iteration 35F: 3 clusters Score -400397.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (102750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102750 members 
Entering Unmasked Estep 
Score: -5538581.500000 Penalty: 1875.258789
	Iteration 0F: 2 clusters Score -5538582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51295 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
Score: -5469689.000000 Penalty: 3750.517578
	Iteration 0F: 3 clusters Score -5469689 nChanged 49179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49846 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
Score: -5498656.500000 Penalty: 3750.517578
	Iteration 1F: 3 clusters Score -5498656 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
Score: -5499363.000000 Penalty: 3750.517578
	Iteration 2Q: 3 clusters Score -5499363 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 55302 members 
Entering Unmasked Estep 
Score: -5500395.000000 Penalty: 3750.517578
	Iteration 3Q: 3 clusters Score -5500395 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 57525 members 
Entering Unmasked Estep 
Score: -5502018.000000 Penalty: 3750.517578
	Iteration 4Q: 3 clusters Score -5502018 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 60846 members 
Entering Unmasked Estep 
Score: -5504429.500000 Penalty: 3750.517578
	Iteration 5Q: 3 clusters Score -5504430 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 65347 members 
Entering Unmasked Estep 
Score: -5507981.500000 Penalty: 3750.517578
	Iteration 6F: 3 clusters Score -5507982 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 70755 members 
Entering Unmasked Estep 
Score: -5512734.000000 Penalty: 3750.517578
	Iteration 7F: 3 clusters Score -5512734 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 76393 members 
Entering Unmasked Estep 
Score: -5518092.500000 Penalty: 3750.517578
	Iteration 8F: 3 clusters Score -5518092 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 81424 members 
Entering Unmasked Estep 
Score: -5523036.000000 Penalty: 3750.517578
	Iteration 9F: 3 clusters Score -5523036 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 85248 members 
Entering Unmasked Estep 
Score: -5526777.000000 Penalty: 3750.517578
	Iteration 10Q: 3 clusters Score -5526777 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 88079 members 
Entering Unmasked Estep 
Score: -5529062.500000 Penalty: 3750.517578
	Iteration 11Q: 3 clusters Score -5529062 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 90383 members 
Entering Unmasked Estep 
Score: -5530631.500000 Penalty: 3750.517578
	Iteration 12Q: 3 clusters Score -5530632 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 92286 members 
Entering Unmasked Estep 
Score: -5531857.500000 Penalty: 3750.517578
	Iteration 13Q: 3 clusters Score -5531858 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 93917 members 
Entering Unmasked Estep 
Score: -5532814.000000 Penalty: 3750.517578
	Iteration 14Q: 3 clusters Score -5532814 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 95340 members 
Entering Unmasked Estep 
Score: -5533687.500000 Penalty: 3750.517578
	Iteration 15Q: 3 clusters Score -5533688 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 96543 members 
Entering Unmasked Estep 
Score: -5534332.000000 Penalty: 3750.517578
	Iteration 16Q: 3 clusters Score -5534332 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 97599 members 
Entering Unmasked Estep 
Score: -5534915.000000 Penalty: 3750.517578
	Iteration 17Q: 3 clusters Score -5534915 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 98507 members 
Entering Unmasked Estep 
Score: -5535370.500000 Penalty: 3750.517578
	Iteration 18Q: 3 clusters Score -5535370 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 99266 members 
Entering Unmasked Estep 
Score: -5535773.000000 Penalty: 3750.517578
	Iteration 19Q: 3 clusters Score -5535773 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 99869 members 
Entering Unmasked Estep 
Score: -5536080.500000 Penalty: 3750.517578
	Iteration 20F: 3 clusters Score -5536080 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 100365 members 
Entering Unmasked Estep 
Score: -5536392.000000 Penalty: 3750.517578
	Iteration 21Q: 3 clusters Score -5536392 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 100739 members 
Entering Unmasked Estep 
Score: -5536614.500000 Penalty: 3750.517578
	Iteration 22Q: 3 clusters Score -5536614 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 101017 members 
Entering Unmasked Estep 
Score: -5536779.000000 Penalty: 3750.517578
	Iteration 23Q: 3 clusters Score -5536779 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 101218 members 
Entering Unmasked Estep 
Score: -5536911.000000 Penalty: 3750.517578
	Iteration 24Q: 3 clusters Score -5536911 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 101361 members 
Entering Unmasked Estep 
Score: -5537013.000000 Penalty: 3750.517578
	Iteration 25Q: 3 clusters Score -5537013 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 101463 members 
Entering Unmasked Estep 
Score: -5537113.000000 Penalty: 3750.517578
	Iteration 26Q: 3 clusters Score -5537113 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 101541 members 
Entering Unmasked Estep 
Score: -5537184.500000 Penalty: 3750.517578
	Iteration 27Q: 3 clusters Score -5537184 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 101603 members 
Entering Unmasked Estep 
Score: -5537227.000000 Penalty: 3750.517578
	Iteration 28Q: 3 clusters Score -5537227 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 101646 members 
Entering Unmasked Estep 
Score: -5537279.000000 Penalty: 3750.517578
	Iteration 29Q: 3 clusters Score -5537279 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 101672 members 
Entering Unmasked Estep 
Score: -5537311.500000 Penalty: 3750.517578
	Iteration 30Q: 3 clusters Score -5537312 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 101678 members 
Entering Unmasked Estep 
Score: -5537325.500000 Penalty: 3750.517578
	Iteration 31Q: 3 clusters Score -5537326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 101682 members 
Entering Unmasked Estep 
Score: -5537329.000000 Penalty: 3750.517578
	Iteration 32Q: 3 clusters Score -5537329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 101690 members 
Entering Unmasked Estep 
Score: -5537342.000000 Penalty: 3750.517578
	Iteration 33Q: 3 clusters Score -5537342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 101693 members 
Entering Unmasked Estep 
Score: -5537349.000000 Penalty: 3750.517578
	Iteration 34Q: 3 clusters Score -5537349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 101692 members 
Entering Unmasked Estep 
Score: -5537354.500000 Penalty: 3750.517578
	Iteration 35Q: 3 clusters Score -5537354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 101694 members 
Entering Unmasked Estep 
Score: -5537361.500000 Penalty: 3750.517578
	Iteration 36Q: 3 clusters Score -5537362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 101694 members 
Entering Unmasked Estep 
Score: -5537368.500000 Penalty: 3750.517578
	Iteration 37Q: 3 clusters Score -5537368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 101696 members 
Entering Unmasked Estep 
Score: -5537373.000000 Penalty: 3750.517578
	Iteration 38Q: 3 clusters Score -5537373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 101701 members 
Entering Unmasked Estep 
Score: -5537377.000000 Penalty: 3750.517578
	Iteration 39Q: 3 clusters Score -5537377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 101704 members 
Entering Unmasked Estep 
Score: -5537381.000000 Penalty: 3750.517578
	Iteration 40F: 3 clusters Score -5537381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 101708 members 
Entering Unmasked Estep 
Score: -5537388.000000 Penalty: 3750.517578
	Iteration 41Q: 3 clusters Score -5537388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 101717 members 
Entering Unmasked Estep 
Score: -5537391.500000 Penalty: 3750.517578
	Iteration 42Q: 3 clusters Score -5537392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 101725 members 
Entering Unmasked Estep 
Score: -5537391.000000 Penalty: 3750.517578
	Iteration 43Q: 3 clusters Score -5537391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 101727 members 
Entering Unmasked Estep 
Score: -5537397.500000 Penalty: 3750.517578
	Iteration 44Q: 3 clusters Score -5537398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 101730 members 
Entering Unmasked Estep 
Score: -5537404.500000 Penalty: 3750.517578
	Iteration 45Q: 3 clusters Score -5537404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 101732 members 
Entering Unmasked Estep 
Score: -5537404.500000 Penalty: 3750.517578
	Iteration 46Q: 3 clusters Score -5537404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 101732 members 
Entering Unmasked Estep 
Score: -5537404.500000 Penalty: 3750.517578
	Iteration 47F: 3 clusters Score -5537404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Entering Unmasked Estep 
Score: -450278.031250 Penalty: 1485.410889
	Iteration 0F: 2 clusters Score -450278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -443569.562500 Penalty: 2970.821777
	Iteration 0F: 3 clusters Score -443569.6 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -445801.031250 Penalty: 2970.821777
	Iteration 1F: 3 clusters Score -445801 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -446085.937500 Penalty: 2970.821777
	Iteration 2F: 3 clusters Score -446085.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -446321.656250 Penalty: 2970.821777
	Iteration 3F: 3 clusters Score -446321.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -446558.625000 Penalty: 2970.821777
	Iteration 4Q: 3 clusters Score -446558.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -446807.843750 Penalty: 2970.821777
	Iteration 5Q: 3 clusters Score -446807.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -447041.656250 Penalty: 2970.821777
	Iteration 6Q: 3 clusters Score -447041.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -447288.156250 Penalty: 2970.821777
	Iteration 7Q: 3 clusters Score -447288.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -447535.468750 Penalty: 2970.821777
	Iteration 8Q: 3 clusters Score -447535.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -447779.687500 Penalty: 2970.821777
	Iteration 9Q: 3 clusters Score -447779.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -448012.593750 Penalty: 2970.821777
	Iteration 10Q: 3 clusters Score -448012.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -448258.343750 Penalty: 2970.821777
	Iteration 11Q: 3 clusters Score -448258.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -448506.125000 Penalty: 2970.821777
	Iteration 12Q: 3 clusters Score -448506.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -448683.312500 Penalty: 2970.821777
	Iteration 13Q: 3 clusters Score -448683.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -448852.281250 Penalty: 2970.821777
	Iteration 14Q: 3 clusters Score -448852.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -448998.718750 Penalty: 2970.821777
	Iteration 15Q: 3 clusters Score -448998.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -449106.281250 Penalty: 2970.821777
	Iteration 16Q: 3 clusters Score -449106.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -449176.218750 Penalty: 2970.821777
	Iteration 17Q: 3 clusters Score -449176.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -449221.625000 Penalty: 2970.821777
	Iteration 18Q: 3 clusters Score -449221.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -449255.250000 Penalty: 2970.821777
	Iteration 19Q: 3 clusters Score -449255.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -449278.156250 Penalty: 2970.821777
	Iteration 20F: 3 clusters Score -449278.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -449295.250000 Penalty: 2970.821777
	Iteration 21Q: 3 clusters Score -449295.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -449312.937500 Penalty: 2970.821777
	Iteration 22Q: 3 clusters Score -449312.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -449327.843750 Penalty: 2970.821777
	Iteration 23Q: 3 clusters Score -449327.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -449340.687500 Penalty: 2970.821777
	Iteration 24Q: 3 clusters Score -449340.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -449349.125000 Penalty: 2970.821777
	Iteration 25Q: 3 clusters Score -449349.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -449354.656250 Penalty: 2970.821777
	Iteration 26Q: 3 clusters Score -449354.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -449362.812500 Penalty: 2970.821777
	Iteration 27Q: 3 clusters Score -449362.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -449371.093750 Penalty: 2970.821777
	Iteration 28Q: 3 clusters Score -449371.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -449375.625000 Penalty: 2970.821777
	Iteration 29Q: 3 clusters Score -449375.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -449379.843750 Penalty: 2970.821777
	Iteration 30Q: 3 clusters Score -449379.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -449381.562500 Penalty: 2970.821777
	Iteration 31Q: 3 clusters Score -449381.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -449386.000000 Penalty: 2970.821777
	Iteration 32Q: 3 clusters Score -449386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -449388.156250 Penalty: 2970.821777
	Iteration 33Q: 3 clusters Score -449388.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -449390.968750 Penalty: 2970.821777
	Iteration 34Q: 3 clusters Score -449391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -449393.656250 Penalty: 2970.821777
	Iteration 35Q: 3 clusters Score -449393.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -449395.875000 Penalty: 2970.821777
	Iteration 36Q: 3 clusters Score -449395.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -449401.093750 Penalty: 2970.821777
	Iteration 37Q: 3 clusters Score -449401.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -449402.656250 Penalty: 2970.821777
	Iteration 38Q: 3 clusters Score -449402.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -449407.281250 Penalty: 2970.821777
	Iteration 39Q: 3 clusters Score -449407.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -449409.781250 Penalty: 2970.821777
	Iteration 40F: 3 clusters Score -449409.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -449410.531250 Penalty: 2970.821777
	Iteration 41Q: 3 clusters Score -449410.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -449413.656250 Penalty: 2970.821777
	Iteration 42Q: 3 clusters Score -449413.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -449414.250000 Penalty: 2970.821777
	Iteration 43Q: 3 clusters Score -449414.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -449415.437500 Penalty: 2970.821777
	Iteration 44Q: 3 clusters Score -449415.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -449419.156250 Penalty: 2970.821777
	Iteration 45Q: 3 clusters Score -449419.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -449419.437500 Penalty: 2970.821777
	Iteration 46Q: 3 clusters Score -449419.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -449421.656250 Penalty: 2970.821777
	Iteration 47Q: 3 clusters Score -449421.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -449421.312500 Penalty: 2970.821777
	Iteration 48Q: 3 clusters Score -449421.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -449421.781250 Penalty: 2970.821777
	Iteration 49Q: 3 clusters Score -449421.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -449423.156250 Penalty: 2970.821777
	Iteration 50Q: 3 clusters Score -449423.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -449424.062500 Penalty: 2970.821777
	Iteration 51Q: 3 clusters Score -449424.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -449426.562500 Penalty: 2970.821777
	Iteration 52Q: 3 clusters Score -449426.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -449426.312500 Penalty: 2970.821777
	Iteration 53Q: 3 clusters Score -449426.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -449425.687500 Penalty: 2970.821777
	Iteration 54Q: 3 clusters Score -449425.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -449427.781250 Penalty: 2970.821777
	Iteration 55Q: 3 clusters Score -449427.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -449427.968750 Penalty: 2970.821777
	Iteration 56Q: 3 clusters Score -449428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -449428.250000 Penalty: 2970.821777
	Iteration 57Q: 3 clusters Score -449428.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -449429.937500 Penalty: 2970.821777
	Iteration 58Q: 3 clusters Score -449429.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -449429.500000 Penalty: 2970.821777
	Iteration 59Q: 3 clusters Score -449429.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -449430.406250 Penalty: 2970.821777
	Iteration 60F: 3 clusters Score -449430.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -449432.187500 Penalty: 2970.821777
	Iteration 61Q: 3 clusters Score -449432.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -449433.968750 Penalty: 2970.821777
	Iteration 62Q: 3 clusters Score -449434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -449435.656250 Penalty: 2970.821777
	Iteration 63Q: 3 clusters Score -449435.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -449437.812500 Penalty: 2970.821777
	Iteration 64Q: 3 clusters Score -449437.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -449439.062500 Penalty: 2970.821777
	Iteration 65Q: 3 clusters Score -449439.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -449439.468750 Penalty: 2970.821777
	Iteration 66Q: 3 clusters Score -449439.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -449440.687500 Penalty: 2970.821777
	Iteration 67Q: 3 clusters Score -449440.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -449441.125000 Penalty: 2970.821777
	Iteration 68Q: 3 clusters Score -449441.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -449442.218750 Penalty: 2970.821777
	Iteration 69Q: 3 clusters Score -449442.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -449442.218750 Penalty: 2970.821777
	Iteration 70F: 3 clusters Score -449442.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Entering Unmasked Estep 
Score: -625349.687500 Penalty: 1547.659058
	Iteration 0F: 2 clusters Score -625349.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -615776.687500 Penalty: 3095.318115
	Iteration 0F: 3 clusters Score -615776.7 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -619094.625000 Penalty: 3095.318115
	Iteration 1F: 3 clusters Score -619094.6 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -619508.875000 Penalty: 3095.318115
	Iteration 2F: 3 clusters Score -619508.9 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -619956.562500 Penalty: 3095.318115
	Iteration 3F: 3 clusters Score -619956.6 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -620427.437500 Penalty: 3095.318115
	Iteration 4F: 3 clusters Score -620427.4 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -620899.937500 Penalty: 3095.318115
	Iteration 5F: 3 clusters Score -620899.9 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -621350.375000 Penalty: 3095.318115
	Iteration 6F: 3 clusters Score -621350.4 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -621722.562500 Penalty: 3095.318115
	Iteration 7Q: 3 clusters Score -621722.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -622012.187500 Penalty: 3095.318115
	Iteration 8Q: 3 clusters Score -622012.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -622269.687500 Penalty: 3095.318115
	Iteration 9Q: 3 clusters Score -622269.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -622495.187500 Penalty: 3095.318115
	Iteration 10Q: 3 clusters Score -622495.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -622662.250000 Penalty: 3095.318115
	Iteration 11Q: 3 clusters Score -622662.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -622791.500000 Penalty: 3095.318115
	Iteration 12Q: 3 clusters Score -622791.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -622910.500000 Penalty: 3095.318115
	Iteration 13Q: 3 clusters Score -622910.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -623041.687500 Penalty: 3095.318115
	Iteration 14Q: 3 clusters Score -623041.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -623161.875000 Penalty: 3095.318115
	Iteration 15Q: 3 clusters Score -623161.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -623260.812500 Penalty: 3095.318115
	Iteration 16Q: 3 clusters Score -623260.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -623335.437500 Penalty: 3095.318115
	Iteration 17Q: 3 clusters Score -623335.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -623411.375000 Penalty: 3095.318115
	Iteration 18Q: 3 clusters Score -623411.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -623488.687500 Penalty: 3095.318115
	Iteration 19Q: 3 clusters Score -623488.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -623565.125000 Penalty: 3095.318115
	Iteration 20F: 3 clusters Score -623565.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -623631.562500 Penalty: 3095.318115
	Iteration 21Q: 3 clusters Score -623631.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -623708.250000 Penalty: 3095.318115
	Iteration 22Q: 3 clusters Score -623708.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -623785.937500 Penalty: 3095.318115
	Iteration 23Q: 3 clusters Score -623785.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -623849.125000 Penalty: 3095.318115
	Iteration 24Q: 3 clusters Score -623849.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -623929.687500 Penalty: 3095.318115
	Iteration 25Q: 3 clusters Score -623929.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -624010.625000 Penalty: 3095.318115
	Iteration 26Q: 3 clusters Score -624010.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -624088.250000 Penalty: 3095.318115
	Iteration 27Q: 3 clusters Score -624088.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -624136.562500 Penalty: 3095.318115
	Iteration 28Q: 3 clusters Score -624136.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -624170.500000 Penalty: 3095.318115
	Iteration 29Q: 3 clusters Score -624170.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -624198.937500 Penalty: 3095.318115
	Iteration 30Q: 3 clusters Score -624198.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -624216.875000 Penalty: 3095.318115
	Iteration 31Q: 3 clusters Score -624216.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -624230.062500 Penalty: 3095.318115
	Iteration 32Q: 3 clusters Score -624230.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -624238.500000 Penalty: 3095.318115
	Iteration 33Q: 3 clusters Score -624238.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -624244.625000 Penalty: 3095.318115
	Iteration 34Q: 3 clusters Score -624244.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -624250.562500 Penalty: 3095.318115
	Iteration 35Q: 3 clusters Score -624250.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -624254.812500 Penalty: 3095.318115
	Iteration 36Q: 3 clusters Score -624254.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -624257.187500 Penalty: 3095.318115
	Iteration 37Q: 3 clusters Score -624257.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -624261.125000 Penalty: 3095.318115
	Iteration 38Q: 3 clusters Score -624261.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -624265.750000 Penalty: 3095.318115
	Iteration 39Q: 3 clusters Score -624265.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -624271.000000 Penalty: 3095.318115
	Iteration 40F: 3 clusters Score -624271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -624276.437500 Penalty: 3095.318115
	Iteration 41Q: 3 clusters Score -624276.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -624277.687500 Penalty: 3095.318115
	Iteration 42Q: 3 clusters Score -624277.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -624279.875000 Penalty: 3095.318115
	Iteration 43Q: 3 clusters Score -624279.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -624280.937500 Penalty: 3095.318115
	Iteration 44Q: 3 clusters Score -624280.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -624280.437500 Penalty: 3095.318115
	Iteration 45Q: 3 clusters Score -624280.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -624282.562500 Penalty: 3095.318115
	Iteration 46Q: 3 clusters Score -624282.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -624283.312500 Penalty: 3095.318115
	Iteration 47Q: 3 clusters Score -624283.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -624286.500000 Penalty: 3095.318115
	Iteration 48Q: 3 clusters Score -624286.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -624286.500000 Penalty: 3095.318115
	Iteration 49Q: 3 clusters Score -624286.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -624288.437500 Penalty: 3095.318115
	Iteration 50Q: 3 clusters Score -624288.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -624292.875000 Penalty: 3095.318115
	Iteration 51Q: 3 clusters Score -624292.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -624293.062500 Penalty: 3095.318115
	Iteration 52Q: 3 clusters Score -624293.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -624294.812500 Penalty: 3095.318115
	Iteration 53Q: 3 clusters Score -624294.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -624296.312500 Penalty: 3095.318115
	Iteration 54Q: 3 clusters Score -624296.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -624297.062500 Penalty: 3095.318115
	Iteration 55Q: 3 clusters Score -624297.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -624297.062500 Penalty: 3095.318115
	Iteration 56F: 3 clusters Score -624297.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Entering Unmasked Estep 
Score: -766576.437500 Penalty: 1552.801514
	Iteration 0F: 2 clusters Score -766576.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -756835.312500 Penalty: 3105.603027
	Iteration 0F: 3 clusters Score -756835.3 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -760292.687500 Penalty: 3105.603027
	Iteration 1F: 3 clusters Score -760292.7 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -760645.437500 Penalty: 3105.603027
	Iteration 2F: 3 clusters Score -760645.4 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -760985.375000 Penalty: 3105.603027
	Iteration 3F: 3 clusters Score -760985.4 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -761331.875000 Penalty: 3105.603027
	Iteration 4Q: 3 clusters Score -761331.9 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -761726.375000 Penalty: 3105.603027
	Iteration 5Q: 3 clusters Score -761726.4 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -762176.625000 Penalty: 3105.603027
	Iteration 6Q: 3 clusters Score -762176.6 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -762703.750000 Penalty: 3105.603027
	Iteration 7F: 3 clusters Score -762703.8 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -763265.000000 Penalty: 3105.603027
	Iteration 8F: 3 clusters Score -763265 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -763735.000000 Penalty: 3105.603027
	Iteration 9Q: 3 clusters Score -763735 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -764061.375000 Penalty: 3105.603027
	Iteration 10Q: 3 clusters Score -764061.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -764246.187500 Penalty: 3105.603027
	Iteration 11Q: 3 clusters Score -764246.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -764353.500000 Penalty: 3105.603027
	Iteration 12Q: 3 clusters Score -764353.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -764433.687500 Penalty: 3105.603027
	Iteration 13Q: 3 clusters Score -764433.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -764503.125000 Penalty: 3105.603027
	Iteration 14Q: 3 clusters Score -764503.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -764575.687500 Penalty: 3105.603027
	Iteration 15Q: 3 clusters Score -764575.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -764639.687500 Penalty: 3105.603027
	Iteration 16Q: 3 clusters Score -764639.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -764684.687500 Penalty: 3105.603027
	Iteration 17Q: 3 clusters Score -764684.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -764723.937500 Penalty: 3105.603027
	Iteration 18Q: 3 clusters Score -764723.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -764770.500000 Penalty: 3105.603027
	Iteration 19Q: 3 clusters Score -764770.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -764814.625000 Penalty: 3105.603027
	Iteration 20F: 3 clusters Score -764814.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -764851.750000 Penalty: 3105.603027
	Iteration 21Q: 3 clusters Score -764851.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -764880.500000 Penalty: 3105.603027
	Iteration 22Q: 3 clusters Score -764880.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -764906.375000 Penalty: 3105.603027
	Iteration 23Q: 3 clusters Score -764906.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -764930.437500 Penalty: 3105.603027
	Iteration 24Q: 3 clusters Score -764930.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -764958.062500 Penalty: 3105.603027
	Iteration 25Q: 3 clusters Score -764958.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -764987.000000 Penalty: 3105.603027
	Iteration 26Q: 3 clusters Score -764987 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -765016.625000 Penalty: 3105.603027
	Iteration 27Q: 3 clusters Score -765016.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -765038.625000 Penalty: 3105.603027
	Iteration 28Q: 3 clusters Score -765038.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -765063.625000 Penalty: 3105.603027
	Iteration 29Q: 3 clusters Score -765063.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -765088.812500 Penalty: 3105.603027
	Iteration 30Q: 3 clusters Score -765088.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -765112.875000 Penalty: 3105.603027
	Iteration 31Q: 3 clusters Score -765112.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -765134.187500 Penalty: 3105.603027
	Iteration 32Q: 3 clusters Score -765134.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -765158.812500 Penalty: 3105.603027
	Iteration 33Q: 3 clusters Score -765158.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -765183.812500 Penalty: 3105.603027
	Iteration 34Q: 3 clusters Score -765183.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -765203.875000 Penalty: 3105.603027
	Iteration 35Q: 3 clusters Score -765203.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -765221.625000 Penalty: 3105.603027
	Iteration 36Q: 3 clusters Score -765221.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -765242.187500 Penalty: 3105.603027
	Iteration 37Q: 3 clusters Score -765242.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -765256.687500 Penalty: 3105.603027
	Iteration 38Q: 3 clusters Score -765256.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -765276.125000 Penalty: 3105.603027
	Iteration 39Q: 3 clusters Score -765276.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -765291.500000 Penalty: 3105.603027
	Iteration 40F: 3 clusters Score -765291.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -765307.687500 Penalty: 3105.603027
	Iteration 41Q: 3 clusters Score -765307.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -765319.437500 Penalty: 3105.603027
	Iteration 42Q: 3 clusters Score -765319.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -765335.062500 Penalty: 3105.603027
	Iteration 43Q: 3 clusters Score -765335.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -765356.000000 Penalty: 3105.603027
	Iteration 44Q: 3 clusters Score -765356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -765373.687500 Penalty: 3105.603027
	Iteration 45Q: 3 clusters Score -765373.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -765390.312500 Penalty: 3105.603027
	Iteration 46Q: 3 clusters Score -765390.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -765402.562500 Penalty: 3105.603027
	Iteration 47Q: 3 clusters Score -765402.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -765411.375000 Penalty: 3105.603027
	Iteration 48Q: 3 clusters Score -765411.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -765424.062500 Penalty: 3105.603027
	Iteration 49Q: 3 clusters Score -765424.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -765434.125000 Penalty: 3105.603027
	Iteration 50Q: 3 clusters Score -765434.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -765443.000000 Penalty: 3105.603027
	Iteration 51Q: 3 clusters Score -765443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -765450.000000 Penalty: 3105.603027
	Iteration 52Q: 3 clusters Score -765450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -765451.187500 Penalty: 3105.603027
	Iteration 53Q: 3 clusters Score -765451.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -765455.437500 Penalty: 3105.603027
	Iteration 54Q: 3 clusters Score -765455.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -765457.562500 Penalty: 3105.603027
	Iteration 55Q: 3 clusters Score -765457.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -765461.937500 Penalty: 3105.603027
	Iteration 56Q: 3 clusters Score -765461.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -765466.937500 Penalty: 3105.603027
	Iteration 57Q: 3 clusters Score -765466.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -765469.750000 Penalty: 3105.603027
	Iteration 58Q: 3 clusters Score -765469.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -765473.625000 Penalty: 3105.603027
	Iteration 59Q: 3 clusters Score -765473.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -765478.687500 Penalty: 3105.603027
	Iteration 60F: 3 clusters Score -765478.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -765486.687500 Penalty: 3105.603027
	Iteration 61Q: 3 clusters Score -765486.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -765489.187500 Penalty: 3105.603027
	Iteration 62Q: 3 clusters Score -765489.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -765489.687500 Penalty: 3105.603027
	Iteration 63Q: 3 clusters Score -765489.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -765490.375000 Penalty: 3105.603027
	Iteration 64Q: 3 clusters Score -765490.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -765491.000000 Penalty: 3105.603027
	Iteration 65Q: 3 clusters Score -765491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -765492.312500 Penalty: 3105.603027
	Iteration 66Q: 3 clusters Score -765492.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -765494.250000 Penalty: 3105.603027
	Iteration 67Q: 3 clusters Score -765494.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -765494.125000 Penalty: 3105.603027
	Iteration 68Q: 3 clusters Score -765494.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -765494.125000 Penalty: 3105.603027
	Iteration 69F: 3 clusters Score -765494.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Entering Unmasked Estep 
Score: -97274.921875 Penalty: 1278.653564
	Iteration 0F: 2 clusters Score -97274.92 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 1282 members 
Entering Unmasked Estep 
Score: -94870.304688 Penalty: 2557.307129
	Iteration 0F: 3 clusters Score -94870.3 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -95609.406250 Penalty: 2557.307129
	Iteration 1F: 3 clusters Score -95609.41 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -95886.796875 Penalty: 2557.307129
	Iteration 2F: 3 clusters Score -95886.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -96114.500000 Penalty: 2557.307129
	Iteration 3F: 3 clusters Score -96114.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -96321.101562 Penalty: 2557.307129
	Iteration 4F: 3 clusters Score -96321.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -96466.984375 Penalty: 2557.307129
	Iteration 5F: 3 clusters Score -96466.98 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -96552.992188 Penalty: 2557.307129
	Iteration 6Q: 3 clusters Score -96552.99 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -96602.765625 Penalty: 2557.307129
	Iteration 7Q: 3 clusters Score -96602.77 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -96635.320312 Penalty: 2557.307129
	Iteration 8Q: 3 clusters Score -96635.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -96655.406250 Penalty: 2557.307129
	Iteration 9Q: 3 clusters Score -96655.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -96666.335938 Penalty: 2557.307129
	Iteration 10Q: 3 clusters Score -96666.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -96675.265625 Penalty: 2557.307129
	Iteration 11Q: 3 clusters Score -96675.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -96686.343750 Penalty: 2557.307129
	Iteration 12Q: 3 clusters Score -96686.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -96695.601562 Penalty: 2557.307129
	Iteration 13Q: 3 clusters Score -96695.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -96705.429688 Penalty: 2557.307129
	Iteration 14Q: 3 clusters Score -96705.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -96709.390625 Penalty: 2557.307129
	Iteration 15Q: 3 clusters Score -96709.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -96713.890625 Penalty: 2557.307129
	Iteration 16Q: 3 clusters Score -96713.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -96717.000000 Penalty: 2557.307129
	Iteration 17Q: 3 clusters Score -96717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -96720.945312 Penalty: 2557.307129
	Iteration 18Q: 3 clusters Score -96720.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -96725.101562 Penalty: 2557.307129
	Iteration 19Q: 3 clusters Score -96725.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -96726.835938 Penalty: 2557.307129
	Iteration 20F: 3 clusters Score -96726.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -96728.976562 Penalty: 2557.307129
	Iteration 21Q: 3 clusters Score -96728.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -96732.101562 Penalty: 2557.307129
	Iteration 22Q: 3 clusters Score -96732.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -96735.609375 Penalty: 2557.307129
	Iteration 23Q: 3 clusters Score -96735.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -96739.664062 Penalty: 2557.307129
	Iteration 24Q: 3 clusters Score -96739.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -96744.265625 Penalty: 2557.307129
	Iteration 25Q: 3 clusters Score -96744.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -96751.835938 Penalty: 2557.307129
	Iteration 26Q: 3 clusters Score -96751.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -96758.445312 Penalty: 2557.307129
	Iteration 27Q: 3 clusters Score -96758.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -96764.257812 Penalty: 2557.307129
	Iteration 28Q: 3 clusters Score -96764.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -96767.992188 Penalty: 2557.307129
	Iteration 29Q: 3 clusters Score -96767.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -96772.515625 Penalty: 2557.307129
	Iteration 30Q: 3 clusters Score -96772.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -96775.421875 Penalty: 2557.307129
	Iteration 31Q: 3 clusters Score -96775.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -96776.648438 Penalty: 2557.307129
	Iteration 32Q: 3 clusters Score -96776.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -96778.421875 Penalty: 2557.307129
	Iteration 33Q: 3 clusters Score -96778.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -96778.835938 Penalty: 2557.307129
	Iteration 34Q: 3 clusters Score -96778.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -96780.546875 Penalty: 2557.307129
	Iteration 35Q: 3 clusters Score -96780.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -96782.312500 Penalty: 2557.307129
	Iteration 36Q: 3 clusters Score -96782.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -96784.429688 Penalty: 2557.307129
	Iteration 37Q: 3 clusters Score -96784.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -96784.875000 Penalty: 2557.307129
	Iteration 38Q: 3 clusters Score -96784.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -96785.187500 Penalty: 2557.307129
	Iteration 39Q: 3 clusters Score -96785.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -96786.335938 Penalty: 2557.307129
	Iteration 40F: 3 clusters Score -96786.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Entering Unmasked Estep 
Score: -167985.765625 Penalty: 1315.831787
	Iteration 0F: 2 clusters Score -167985.8 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 1685 members 
Entering Unmasked Estep 
Score: -165070.625000 Penalty: 2631.663574
	Iteration 0F: 3 clusters Score -165070.6 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -165822.687500 Penalty: 2631.663574
	Iteration 1F: 3 clusters Score -165822.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -165975.640625 Penalty: 2631.663574
	Iteration 2F: 3 clusters Score -165975.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -166058.656250 Penalty: 2631.663574
	Iteration 3Q: 3 clusters Score -166058.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -166111.140625 Penalty: 2631.663574
	Iteration 4Q: 3 clusters Score -166111.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -166149.687500 Penalty: 2631.663574
	Iteration 5Q: 3 clusters Score -166149.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -166184.687500 Penalty: 2631.663574
	Iteration 6Q: 3 clusters Score -166184.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -166215.859375 Penalty: 2631.663574
	Iteration 7Q: 3 clusters Score -166215.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -166241.296875 Penalty: 2631.663574
	Iteration 8Q: 3 clusters Score -166241.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -166268.968750 Penalty: 2631.663574
	Iteration 9Q: 3 clusters Score -166269 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -166300.312500 Penalty: 2631.663574
	Iteration 10Q: 3 clusters Score -166300.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -166342.781250 Penalty: 2631.663574
	Iteration 11Q: 3 clusters Score -166342.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -166391.171875 Penalty: 2631.663574
	Iteration 12Q: 3 clusters Score -166391.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -166436.625000 Penalty: 2631.663574
	Iteration 13Q: 3 clusters Score -166436.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -166483.500000 Penalty: 2631.663574
	Iteration 14Q: 3 clusters Score -166483.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -166545.109375 Penalty: 2631.663574
	Iteration 15Q: 3 clusters Score -166545.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -166606.937500 Penalty: 2631.663574
	Iteration 16Q: 3 clusters Score -166606.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -166663.375000 Penalty: 2631.663574
	Iteration 17Q: 3 clusters Score -166663.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -166702.656250 Penalty: 2631.663574
	Iteration 18Q: 3 clusters Score -166702.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -166729.015625 Penalty: 2631.663574
	Iteration 19Q: 3 clusters Score -166729 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -166749.375000 Penalty: 2631.663574
	Iteration 20F: 3 clusters Score -166749.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -166766.484375 Penalty: 2631.663574
	Iteration 21Q: 3 clusters Score -166766.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -166783.531250 Penalty: 2631.663574
	Iteration 22Q: 3 clusters Score -166783.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -166801.562500 Penalty: 2631.663574
	Iteration 23Q: 3 clusters Score -166801.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -166814.968750 Penalty: 2631.663574
	Iteration 24Q: 3 clusters Score -166815 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -166827.078125 Penalty: 2631.663574
	Iteration 25Q: 3 clusters Score -166827.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -166838.734375 Penalty: 2631.663574
	Iteration 26Q: 3 clusters Score -166838.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -166848.625000 Penalty: 2631.663574
	Iteration 27Q: 3 clusters Score -166848.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -166856.890625 Penalty: 2631.663574
	Iteration 28Q: 3 clusters Score -166856.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -166864.453125 Penalty: 2631.663574
	Iteration 29Q: 3 clusters Score -166864.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -166870.890625 Penalty: 2631.663574
	Iteration 30Q: 3 clusters Score -166870.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -166876.484375 Penalty: 2631.663574
	Iteration 31Q: 3 clusters Score -166876.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -166880.406250 Penalty: 2631.663574
	Iteration 32Q: 3 clusters Score -166880.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -166886.671875 Penalty: 2631.663574
	Iteration 33Q: 3 clusters Score -166886.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -166891.265625 Penalty: 2631.663574
	Iteration 34Q: 3 clusters Score -166891.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -166895.265625 Penalty: 2631.663574
	Iteration 35Q: 3 clusters Score -166895.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -166899.953125 Penalty: 2631.663574
	Iteration 36Q: 3 clusters Score -166900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -166904.984375 Penalty: 2631.663574
	Iteration 37Q: 3 clusters Score -166905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -166910.140625 Penalty: 2631.663574
	Iteration 38Q: 3 clusters Score -166910.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -166912.812500 Penalty: 2631.663574
	Iteration 39Q: 3 clusters Score -166912.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -166916.296875 Penalty: 2631.663574
	Iteration 40F: 3 clusters Score -166916.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -166919.171875 Penalty: 2631.663574
	Iteration 41Q: 3 clusters Score -166919.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -166921.968750 Penalty: 2631.663574
	Iteration 42Q: 3 clusters Score -166922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -166924.703125 Penalty: 2631.663574
	Iteration 43Q: 3 clusters Score -166924.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -166926.406250 Penalty: 2631.663574
	Iteration 44Q: 3 clusters Score -166926.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -166927.671875 Penalty: 2631.663574
	Iteration 45Q: 3 clusters Score -166927.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -166929.546875 Penalty: 2631.663574
	Iteration 46Q: 3 clusters Score -166929.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -166930.578125 Penalty: 2631.663574
	Iteration 47Q: 3 clusters Score -166930.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -166932.968750 Penalty: 2631.663574
	Iteration 48Q: 3 clusters Score -166933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -166934.984375 Penalty: 2631.663574
	Iteration 49Q: 3 clusters Score -166935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -166935.500000 Penalty: 2631.663574
	Iteration 50Q: 3 clusters Score -166935.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -166936.671875 Penalty: 2631.663574
	Iteration 51Q: 3 clusters Score -166936.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -166937.359375 Penalty: 2631.663574
	Iteration 52Q: 3 clusters Score -166937.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -166937.531250 Penalty: 2631.663574
	Iteration 53Q: 3 clusters Score -166937.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -166937.859375 Penalty: 2631.663574
	Iteration 54Q: 3 clusters Score -166937.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -166938.125000 Penalty: 2631.663574
	Iteration 55Q: 3 clusters Score -166938.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -166937.781250 Penalty: 2631.663574
	Iteration 56Q: 3 clusters Score -166937.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -166938.750000 Penalty: 2631.663574
	Iteration 57Q: 3 clusters Score -166938.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -166939.718750 Penalty: 2631.663574
	Iteration 58Q: 3 clusters Score -166939.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -166940.343750 Penalty: 2631.663574
	Iteration 59Q: 3 clusters Score -166940.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -166940.343750 Penalty: 2631.663574
	Iteration 60F: 3 clusters Score -166940.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -98932.734375 Penalty: 1222.126099
	Iteration 0F: 2 clusters Score -98932.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -96922.187500 Penalty: 2444.252197
	Iteration 0F: 3 clusters Score -96922.19 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -97308.671875 Penalty: 2444.252197
	Iteration 1F: 3 clusters Score -97308.67 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -97429.015625 Penalty: 2444.252197
	Iteration 2F: 3 clusters Score -97429.02 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -97494.179688 Penalty: 2444.252197
	Iteration 3F: 3 clusters Score -97494.18 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -97532.726562 Penalty: 2444.252197
	Iteration 4Q: 3 clusters Score -97532.73 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -97565.132812 Penalty: 2444.252197
	Iteration 5Q: 3 clusters Score -97565.13 nChanged 30
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: -97586.148438 Penalty: 2444.252197
	Iteration 6Q: 3 clusters Score -97586.15 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -97609.570312 Penalty: 2444.252197
	Iteration 7Q: 3 clusters Score -97609.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -97633.492188 Penalty: 2444.252197
	Iteration 8Q: 3 clusters Score -97633.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -97650.421875 Penalty: 2444.252197
	Iteration 9Q: 3 clusters Score -97650.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -97659.156250 Penalty: 2444.252197
	Iteration 10Q: 3 clusters Score -97659.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -97667.515625 Penalty: 2444.252197
	Iteration 11Q: 3 clusters Score -97667.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -97676.093750 Penalty: 2444.252197
	Iteration 12Q: 3 clusters Score -97676.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -97684.125000 Penalty: 2444.252197
	Iteration 13Q: 3 clusters Score -97684.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -97690.984375 Penalty: 2444.252197
	Iteration 14Q: 3 clusters Score -97690.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -97695.179688 Penalty: 2444.252197
	Iteration 15Q: 3 clusters Score -97695.18 nChanged 9
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: -97700.906250 Penalty: 2444.252197
	Iteration 16Q: 3 clusters Score -97700.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -97705.070312 Penalty: 2444.252197
	Iteration 17Q: 3 clusters Score -97705.07 nChanged 7
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: -97708.031250 Penalty: 2444.252197
	Iteration 18Q: 3 clusters Score -97708.03 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: -97709.085938 Penalty: 2444.252197
	Iteration 19Q: 3 clusters Score -97709.09 nChanged 4
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: -97710.523438 Penalty: 2444.252197
	Iteration 20F: 3 clusters Score -97710.52 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: -97711.164062 Penalty: 2444.252197
	Iteration 21Q: 3 clusters Score -97711.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -97711.351562 Penalty: 2444.252197
	Iteration 22Q: 3 clusters Score -97711.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -97712.273438 Penalty: 2444.252197
	Iteration 23Q: 3 clusters Score -97712.27 nChanged 3
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: -97713.062500 Penalty: 2444.252197
	Iteration 24Q: 3 clusters Score -97713.06 nChanged 5
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: -97715.242188 Penalty: 2444.252197
	Iteration 25Q: 3 clusters Score -97715.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -97718.601562 Penalty: 2444.252197
	Iteration 26Q: 3 clusters Score -97718.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -97720.250000 Penalty: 2444.252197
	Iteration 27Q: 3 clusters Score -97720.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -97721.601562 Penalty: 2444.252197
	Iteration 28Q: 3 clusters Score -97721.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -97723.148438 Penalty: 2444.252197
	Iteration 29Q: 3 clusters Score -97723.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -97725.046875 Penalty: 2444.252197
	Iteration 30Q: 3 clusters Score -97725.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -97730.023438 Penalty: 2444.252197
	Iteration 31Q: 3 clusters Score -97730.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -97737.734375 Penalty: 2444.252197
	Iteration 32Q: 3 clusters Score -97737.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -97745.187500 Penalty: 2444.252197
	Iteration 33Q: 3 clusters Score -97745.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -97750.484375 Penalty: 2444.252197
	Iteration 34Q: 3 clusters Score -97750.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -97755.960938 Penalty: 2444.252197
	Iteration 35Q: 3 clusters Score -97755.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -97758.742188 Penalty: 2444.252197
	Iteration 36Q: 3 clusters Score -97758.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -97765.015625 Penalty: 2444.252197
	Iteration 37Q: 3 clusters Score -97765.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -97781.445312 Penalty: 2444.252197
	Iteration 38Q: 3 clusters Score -97781.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -97797.195312 Penalty: 2444.252197
	Iteration 39Q: 3 clusters Score -97797.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -97808.976562 Penalty: 2444.252197
	Iteration 40F: 3 clusters Score -97808.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -97818.507812 Penalty: 2444.252197
	Iteration 41Q: 3 clusters Score -97818.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -97826.484375 Penalty: 2444.252197
	Iteration 42Q: 3 clusters Score -97826.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -97835.156250 Penalty: 2444.252197
	Iteration 43Q: 3 clusters Score -97835.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -97843.671875 Penalty: 2444.252197
	Iteration 44Q: 3 clusters Score -97843.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -97848.492188 Penalty: 2444.252197
	Iteration 45Q: 3 clusters Score -97848.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -97849.875000 Penalty: 2444.252197
	Iteration 46Q: 3 clusters Score -97849.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -97852.312500 Penalty: 2444.252197
	Iteration 47Q: 3 clusters Score -97852.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -97852.726562 Penalty: 2444.252197
	Iteration 48Q: 3 clusters Score -97852.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -97853.195312 Penalty: 2444.252197
	Iteration 49Q: 3 clusters Score -97853.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -97854.492188 Penalty: 2444.252197
	Iteration 50Q: 3 clusters Score -97854.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -97854.742188 Penalty: 2444.252197
	Iteration 51Q: 3 clusters Score -97854.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -97854.742188 Penalty: 2444.252197
	Iteration 52F: 3 clusters Score -97854.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (89881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89881 members 
Entering Unmasked Estep 
Score: -4782985.500000 Penalty: 1853.514282
	Iteration 0F: 2 clusters Score -4782986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -4723079.000000 Penalty: 3707.028564
	Iteration 0F: 3 clusters Score -4723079 nChanged 42673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -4747949.000000 Penalty: 3707.028564
	Iteration 1F: 3 clusters Score -4747949 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49506 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -4749259.500000 Penalty: 3707.028564
	Iteration 2Q: 3 clusters Score -4749260 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51975 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -4751187.500000 Penalty: 3707.028564
	Iteration 3Q: 3 clusters Score -4751188 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55266 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -4754001.500000 Penalty: 3707.028564
	Iteration 4F: 3 clusters Score -4754002 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -4757706.000000 Penalty: 3707.028564
	Iteration 5F: 3 clusters Score -4757706 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63951 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -4761984.000000 Penalty: 3707.028564
	Iteration 6F: 3 clusters Score -4761984 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68661 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -4766197.000000 Penalty: 3707.028564
	Iteration 7F: 3 clusters Score -4766197 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73098 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -4769959.500000 Penalty: 3707.028564
	Iteration 8F: 3 clusters Score -4769960 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76999 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -4773072.000000 Penalty: 3707.028564
	Iteration 9Q: 3 clusters Score -4773072 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80215 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -4775376.000000 Penalty: 3707.028564
	Iteration 10Q: 3 clusters Score -4775376 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82823 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -4777191.500000 Penalty: 3707.028564
	Iteration 11Q: 3 clusters Score -4777192 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84778 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -4778453.000000 Penalty: 3707.028564
	Iteration 12Q: 3 clusters Score -4778453 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86243 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -4779398.000000 Penalty: 3707.028564
	Iteration 13Q: 3 clusters Score -4779398 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87285 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -4780042.500000 Penalty: 3707.028564
	Iteration 14Q: 3 clusters Score -4780042 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88040 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4780517.000000 Penalty: 3707.028564
	Iteration 15Q: 3 clusters Score -4780517 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88558 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4780800.000000 Penalty: 3707.028564
	Iteration 16Q: 3 clusters Score -4780800 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88892 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4781015.500000 Penalty: 3707.028564
	Iteration 17Q: 3 clusters Score -4781016 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89078 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4781150.000000 Penalty: 3707.028564
	Iteration 18Q: 3 clusters Score -4781150 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89210 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4781240.500000 Penalty: 3707.028564
	Iteration 19Q: 3 clusters Score -4781240 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89302 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4781315.000000 Penalty: 3707.028564
	Iteration 20F: 3 clusters Score -4781315 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89360 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4781366.500000 Penalty: 3707.028564
	Iteration 21Q: 3 clusters Score -4781366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89389 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4781382.500000 Penalty: 3707.028564
	Iteration 22Q: 3 clusters Score -4781382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89415 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4781404.500000 Penalty: 3707.028564
	Iteration 23Q: 3 clusters Score -4781404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89434 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4781426.000000 Penalty: 3707.028564
	Iteration 24Q: 3 clusters Score -4781426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89442 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4781427.000000 Penalty: 3707.028564
	Iteration 25Q: 3 clusters Score -4781427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89448 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4781435.500000 Penalty: 3707.028564
	Iteration 26Q: 3 clusters Score -4781436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89452 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4781442.500000 Penalty: 3707.028564
	Iteration 27Q: 3 clusters Score -4781442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89464 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4781449.000000 Penalty: 3707.028564
	Iteration 28Q: 3 clusters Score -4781449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89477 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4781461.500000 Penalty: 3707.028564
	Iteration 29Q: 3 clusters Score -4781462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89483 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4781461.000000 Penalty: 3707.028564
	Iteration 30Q: 3 clusters Score -4781461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89487 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4781460.000000 Penalty: 3707.028564
	Iteration 31Q: 3 clusters Score -4781460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89493 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4781459.000000 Penalty: 3707.028564
	Iteration 32Q: 3 clusters Score -4781459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89496 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4781461.500000 Penalty: 3707.028564
	Iteration 33Q: 3 clusters Score -4781462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89497 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4781463.500000 Penalty: 3707.028564
	Iteration 34Q: 3 clusters Score -4781464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89498 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4781468.500000 Penalty: 3707.028564
	Iteration 35Q: 3 clusters Score -4781468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89498 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4781468.500000 Penalty: 3707.028564
	Iteration 36F: 3 clusters Score -4781468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Entering Unmasked Estep 
Score: -112928.953125 Penalty: 1267.260010
	Iteration 0F: 2 clusters Score -112929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -110579.382812 Penalty: 2534.520020
	Iteration 0F: 3 clusters Score -110579.4 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -111229.101562 Penalty: 2534.520020
	Iteration 1F: 3 clusters Score -111229.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -111440.289062 Penalty: 2534.520020
	Iteration 2F: 3 clusters Score -111440.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -111612.359375 Penalty: 2534.520020
	Iteration 3F: 3 clusters Score -111612.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -111834.656250 Penalty: 2534.520020
	Iteration 4F: 3 clusters Score -111834.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -112031.632812 Penalty: 2534.520020
	Iteration 5F: 3 clusters Score -112031.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -112224.898438 Penalty: 2534.520020
	Iteration 6F: 3 clusters Score -112224.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -112409.601562 Penalty: 2534.520020
	Iteration 7F: 3 clusters Score -112409.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -112574.968750 Penalty: 2534.520020
	Iteration 8Q: 3 clusters Score -112575 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -112667.851562 Penalty: 2534.520020
	Iteration 9Q: 3 clusters Score -112667.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -112704.765625 Penalty: 2534.520020
	Iteration 10Q: 3 clusters Score -112704.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -112721.820312 Penalty: 2534.520020
	Iteration 11Q: 3 clusters Score -112721.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -112732.617188 Penalty: 2534.520020
	Iteration 12Q: 3 clusters Score -112732.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -112736.015625 Penalty: 2534.520020
	Iteration 13Q: 3 clusters Score -112736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -112739.156250 Penalty: 2534.520020
	Iteration 14Q: 3 clusters Score -112739.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -112741.671875 Penalty: 2534.520020
	Iteration 15Q: 3 clusters Score -112741.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -112742.804688 Penalty: 2534.520020
	Iteration 16Q: 3 clusters Score -112742.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -112742.804688 Penalty: 2534.520020
	Iteration 17F: 3 clusters Score -112742.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Entering Unmasked Estep 
Score: -384361.500000 Penalty: 1451.312744
	Iteration 0F: 2 clusters Score -384361.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -378803.500000 Penalty: 2902.625488
	Iteration 0F: 3 clusters Score -378803.5 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -380604.062500 Penalty: 2902.625488
	Iteration 1F: 3 clusters Score -380604.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -380924.281250 Penalty: 2902.625488
	Iteration 2F: 3 clusters Score -380924.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -381172.343750 Penalty: 2902.625488
	Iteration 3F: 3 clusters Score -381172.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -381391.562500 Penalty: 2902.625488
	Iteration 4F: 3 clusters Score -381391.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -381618.312500 Penalty: 2902.625488
	Iteration 5Q: 3 clusters Score -381618.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -381855.093750 Penalty: 2902.625488
	Iteration 6Q: 3 clusters Score -381855.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -382119.343750 Penalty: 2902.625488
	Iteration 7Q: 3 clusters Score -382119.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -382358.062500 Penalty: 2902.625488
	Iteration 8Q: 3 clusters Score -382358.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -382549.843750 Penalty: 2902.625488
	Iteration 9Q: 3 clusters Score -382549.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -382682.562500 Penalty: 2902.625488
	Iteration 10Q: 3 clusters Score -382682.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -382782.531250 Penalty: 2902.625488
	Iteration 11Q: 3 clusters Score -382782.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -382867.531250 Penalty: 2902.625488
	Iteration 12Q: 3 clusters Score -382867.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -382943.812500 Penalty: 2902.625488
	Iteration 13Q: 3 clusters Score -382943.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -382997.843750 Penalty: 2902.625488
	Iteration 14Q: 3 clusters Score -382997.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -383045.531250 Penalty: 2902.625488
	Iteration 15Q: 3 clusters Score -383045.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -383076.062500 Penalty: 2902.625488
	Iteration 16Q: 3 clusters Score -383076.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -383095.093750 Penalty: 2902.625488
	Iteration 17Q: 3 clusters Score -383095.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -383106.218750 Penalty: 2902.625488
	Iteration 18Q: 3 clusters Score -383106.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -383114.875000 Penalty: 2902.625488
	Iteration 19Q: 3 clusters Score -383114.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -383128.625000 Penalty: 2902.625488
	Iteration 20F: 3 clusters Score -383128.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -383135.562500 Penalty: 2902.625488
	Iteration 21Q: 3 clusters Score -383135.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -383141.281250 Penalty: 2902.625488
	Iteration 22Q: 3 clusters Score -383141.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -383143.593750 Penalty: 2902.625488
	Iteration 23Q: 3 clusters Score -383143.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -383144.468750 Penalty: 2902.625488
	Iteration 24Q: 3 clusters Score -383144.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -383146.875000 Penalty: 2902.625488
	Iteration 25Q: 3 clusters Score -383146.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -383148.312500 Penalty: 2902.625488
	Iteration 26Q: 3 clusters Score -383148.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -383150.437500 Penalty: 2902.625488
	Iteration 27Q: 3 clusters Score -383150.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -383149.656250 Penalty: 2902.625488
	Iteration 28Q: 3 clusters Score -383149.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -383149.656250 Penalty: 2902.625488
	Iteration 29F: 3 clusters Score -383149.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Entering Unmasked Estep 
Score: -299716.781250 Penalty: 1412.502441
	Iteration 0F: 2 clusters Score -299716.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -295058.406250 Penalty: 2825.004883
	Iteration 0F: 3 clusters Score -295058.4 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -296316.718750 Penalty: 2825.004883
	Iteration 1F: 3 clusters Score -296316.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -296522.312500 Penalty: 2825.004883
	Iteration 2F: 3 clusters Score -296522.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -296718.406250 Penalty: 2825.004883
	Iteration 3F: 3 clusters Score -296718.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -296854.656250 Penalty: 2825.004883
	Iteration 4F: 3 clusters Score -296854.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -296953.500000 Penalty: 2825.004883
	Iteration 5Q: 3 clusters Score -296953.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -297030.343750 Penalty: 2825.004883
	Iteration 6Q: 3 clusters Score -297030.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -297097.187500 Penalty: 2825.004883
	Iteration 7Q: 3 clusters Score -297097.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -297164.156250 Penalty: 2825.004883
	Iteration 8Q: 3 clusters Score -297164.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -297226.125000 Penalty: 2825.004883
	Iteration 9Q: 3 clusters Score -297226.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -297278.187500 Penalty: 2825.004883
	Iteration 10Q: 3 clusters Score -297278.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -297327.062500 Penalty: 2825.004883
	Iteration 11Q: 3 clusters Score -297327.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -297370.625000 Penalty: 2825.004883
	Iteration 12Q: 3 clusters Score -297370.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -297418.843750 Penalty: 2825.004883
	Iteration 13Q: 3 clusters Score -297418.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -297464.468750 Penalty: 2825.004883
	Iteration 14Q: 3 clusters Score -297464.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -297512.718750 Penalty: 2825.004883
	Iteration 15Q: 3 clusters Score -297512.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -297568.937500 Penalty: 2825.004883
	Iteration 16Q: 3 clusters Score -297568.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -297632.687500 Penalty: 2825.004883
	Iteration 17Q: 3 clusters Score -297632.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -297709.062500 Penalty: 2825.004883
	Iteration 18Q: 3 clusters Score -297709.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -297797.593750 Penalty: 2825.004883
	Iteration 19Q: 3 clusters Score -297797.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -297903.062500 Penalty: 2825.004883
	Iteration 20F: 3 clusters Score -297903.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -298015.062500 Penalty: 2825.004883
	Iteration 21Q: 3 clusters Score -298015.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -298135.250000 Penalty: 2825.004883
	Iteration 22Q: 3 clusters Score -298135.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -298258.968750 Penalty: 2825.004883
	Iteration 23Q: 3 clusters Score -298259 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -298358.218750 Penalty: 2825.004883
	Iteration 24Q: 3 clusters Score -298358.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -298429.718750 Penalty: 2825.004883
	Iteration 25Q: 3 clusters Score -298429.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -298486.500000 Penalty: 2825.004883
	Iteration 26Q: 3 clusters Score -298486.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -298539.250000 Penalty: 2825.004883
	Iteration 27Q: 3 clusters Score -298539.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -298583.156250 Penalty: 2825.004883
	Iteration 28Q: 3 clusters Score -298583.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -298619.500000 Penalty: 2825.004883
	Iteration 29Q: 3 clusters Score -298619.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -298647.093750 Penalty: 2825.004883
	Iteration 30Q: 3 clusters Score -298647.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -298669.281250 Penalty: 2825.004883
	Iteration 31Q: 3 clusters Score -298669.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -298680.937500 Penalty: 2825.004883
	Iteration 32Q: 3 clusters Score -298680.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -298688.843750 Penalty: 2825.004883
	Iteration 33Q: 3 clusters Score -298688.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -298699.312500 Penalty: 2825.004883
	Iteration 34Q: 3 clusters Score -298699.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -298711.812500 Penalty: 2825.004883
	Iteration 35Q: 3 clusters Score -298711.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -298723.906250 Penalty: 2825.004883
	Iteration 36Q: 3 clusters Score -298723.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -298733.093750 Penalty: 2825.004883
	Iteration 37Q: 3 clusters Score -298733.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -298740.125000 Penalty: 2825.004883
	Iteration 38Q: 3 clusters Score -298740.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -298745.875000 Penalty: 2825.004883
	Iteration 39Q: 3 clusters Score -298745.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -298751.000000 Penalty: 2825.004883
	Iteration 40F: 3 clusters Score -298751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -298751.718750 Penalty: 2825.004883
	Iteration 41Q: 3 clusters Score -298751.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -298754.000000 Penalty: 2825.004883
	Iteration 42Q: 3 clusters Score -298754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -298755.093750 Penalty: 2825.004883
	Iteration 43Q: 3 clusters Score -298755.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -298755.218750 Penalty: 2825.004883
	Iteration 44Q: 3 clusters Score -298755.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -298754.937500 Penalty: 2825.004883
	Iteration 45Q: 3 clusters Score -298754.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -298754.937500 Penalty: 2825.004883
	Iteration 46F: 3 clusters Score -298754.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Entering Unmasked Estep 
Score: -74161.179688 Penalty: 1181.538940
	Iteration 0F: 2 clusters Score -74161.18 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 726 members 
Entering Unmasked Estep 
Score: -72422.062500 Penalty: 2363.077881
	Iteration 0F: 3 clusters Score -72422.06 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -72743.554688 Penalty: 2363.077881
	Iteration 1F: 3 clusters Score -72743.55 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -72829.992188 Penalty: 2363.077881
	Iteration 2F: 3 clusters Score -72829.99 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -72881.742188 Penalty: 2363.077881
	Iteration 3Q: 3 clusters Score -72881.74 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -72921.703125 Penalty: 2363.077881
	Iteration 4Q: 3 clusters Score -72921.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -72951.859375 Penalty: 2363.077881
	Iteration 5Q: 3 clusters Score -72951.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -72965.132812 Penalty: 2363.077881
	Iteration 6Q: 3 clusters Score -72965.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -72972.890625 Penalty: 2363.077881
	Iteration 7Q: 3 clusters Score -72972.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -72986.640625 Penalty: 2363.077881
	Iteration 8Q: 3 clusters Score -72986.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -72995.414062 Penalty: 2363.077881
	Iteration 9Q: 3 clusters Score -72995.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -73005.125000 Penalty: 2363.077881
	Iteration 10Q: 3 clusters Score -73005.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -73010.382812 Penalty: 2363.077881
	Iteration 11Q: 3 clusters Score -73010.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -73011.765625 Penalty: 2363.077881
	Iteration 12Q: 3 clusters Score -73011.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -73012.632812 Penalty: 2363.077881
	Iteration 13Q: 3 clusters Score -73012.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -73014.679688 Penalty: 2363.077881
	Iteration 14Q: 3 clusters Score -73014.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -73016.492188 Penalty: 2363.077881
	Iteration 15Q: 3 clusters Score -73016.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -73018.906250 Penalty: 2363.077881
	Iteration 16Q: 3 clusters Score -73018.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -73020.132812 Penalty: 2363.077881
	Iteration 17Q: 3 clusters Score -73020.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -73022.625000 Penalty: 2363.077881
	Iteration 18Q: 3 clusters Score -73022.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -73023.859375 Penalty: 2363.077881
	Iteration 19Q: 3 clusters Score -73023.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -73028.289062 Penalty: 2363.077881
	Iteration 20F: 3 clusters Score -73028.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -73033.500000 Penalty: 2363.077881
	Iteration 21Q: 3 clusters Score -73033.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -73037.140625 Penalty: 2363.077881
	Iteration 22Q: 3 clusters Score -73037.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -73039.078125 Penalty: 2363.077881
	Iteration 23Q: 3 clusters Score -73039.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -73041.242188 Penalty: 2363.077881
	Iteration 24Q: 3 clusters Score -73041.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -73042.437500 Penalty: 2363.077881
	Iteration 25Q: 3 clusters Score -73042.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -73042.734375 Penalty: 2363.077881
	Iteration 26Q: 3 clusters Score -73042.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -73042.734375 Penalty: 2363.077881
	Iteration 27F: 3 clusters Score -73042.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Entering Unmasked Estep 
Score: -1180116.500000 Penalty: 1624.775146
	Iteration 0F: 2 clusters Score -1180116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1165242.250000 Penalty: 3249.550293
	Iteration 0F: 3 clusters Score -1165242 nChanged 9929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1170976.125000 Penalty: 3249.550293
	Iteration 1F: 3 clusters Score -1170976 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1171483.500000 Penalty: 3249.550293
	Iteration 2F: 3 clusters Score -1171484 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1172044.500000 Penalty: 3249.550293
	Iteration 3F: 3 clusters Score -1172044 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1172685.000000 Penalty: 3249.550293
	Iteration 4F: 3 clusters Score -1172685 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1173430.500000 Penalty: 3249.550293
	Iteration 5F: 3 clusters Score -1173430 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -1174309.875000 Penalty: 3249.550293
	Iteration 6F: 3 clusters Score -1174310 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -1175210.375000 Penalty: 3249.550293
	Iteration 7F: 3 clusters Score -1175210 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -1176073.875000 Penalty: 3249.550293
	Iteration 8F: 3 clusters Score -1176074 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -1176841.500000 Penalty: 3249.550293
	Iteration 9Q: 3 clusters Score -1176842 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -1177482.500000 Penalty: 3249.550293
	Iteration 10Q: 3 clusters Score -1177482 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -1177965.625000 Penalty: 3249.550293
	Iteration 11Q: 3 clusters Score -1177966 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -1178285.750000 Penalty: 3249.550293
	Iteration 12Q: 3 clusters Score -1178286 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -1178475.250000 Penalty: 3249.550293
	Iteration 13Q: 3 clusters Score -1178475 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -1178558.625000 Penalty: 3249.550293
	Iteration 14Q: 3 clusters Score -1178559 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -1178603.125000 Penalty: 3249.550293
	Iteration 15Q: 3 clusters Score -1178603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -1178632.625000 Penalty: 3249.550293
	Iteration 16Q: 3 clusters Score -1178633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -1178645.375000 Penalty: 3249.550293
	Iteration 17Q: 3 clusters Score -1178645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -1178661.000000 Penalty: 3249.550293
	Iteration 18Q: 3 clusters Score -1178661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -1178674.250000 Penalty: 3249.550293
	Iteration 19Q: 3 clusters Score -1178674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -1178692.250000 Penalty: 3249.550293
	Iteration 20F: 3 clusters Score -1178692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -1178701.625000 Penalty: 3249.550293
	Iteration 21Q: 3 clusters Score -1178702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -1178707.000000 Penalty: 3249.550293
	Iteration 22Q: 3 clusters Score -1178707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -1178712.125000 Penalty: 3249.550293
	Iteration 23Q: 3 clusters Score -1178712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -1178715.000000 Penalty: 3249.550293
	Iteration 24Q: 3 clusters Score -1178715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -1178715.375000 Penalty: 3249.550293
	Iteration 25Q: 3 clusters Score -1178715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -1178715.375000 Penalty: 3249.550293
	Iteration 26F: 3 clusters Score -1178715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Entering Unmasked Estep 
Score: -318296.375000 Penalty: 1415.019653
	Iteration 0F: 2 clusters Score -318296.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -313571.437500 Penalty: 2830.039307
	Iteration 0F: 3 clusters Score -313571.4 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -314917.531250 Penalty: 2830.039307
	Iteration 1F: 3 clusters Score -314917.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -315103.531250 Penalty: 2830.039307
	Iteration 2F: 3 clusters Score -315103.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -315260.718750 Penalty: 2830.039307
	Iteration 3F: 3 clusters Score -315260.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -315396.750000 Penalty: 2830.039307
	Iteration 4Q: 3 clusters Score -315396.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -315510.656250 Penalty: 2830.039307
	Iteration 5Q: 3 clusters Score -315510.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -315642.937500 Penalty: 2830.039307
	Iteration 6Q: 3 clusters Score -315642.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -315798.718750 Penalty: 2830.039307
	Iteration 7Q: 3 clusters Score -315798.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -315967.500000 Penalty: 2830.039307
	Iteration 8Q: 3 clusters Score -315967.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -316157.593750 Penalty: 2830.039307
	Iteration 9Q: 3 clusters Score -316157.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -316342.468750 Penalty: 2830.039307
	Iteration 10Q: 3 clusters Score -316342.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -316524.156250 Penalty: 2830.039307
	Iteration 11Q: 3 clusters Score -316524.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -316693.875000 Penalty: 2830.039307
	Iteration 12Q: 3 clusters Score -316693.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -316823.312500 Penalty: 2830.039307
	Iteration 13Q: 3 clusters Score -316823.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -316914.156250 Penalty: 2830.039307
	Iteration 14Q: 3 clusters Score -316914.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -316966.125000 Penalty: 2830.039307
	Iteration 15Q: 3 clusters Score -316966.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -317000.187500 Penalty: 2830.039307
	Iteration 16Q: 3 clusters Score -317000.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -317016.281250 Penalty: 2830.039307
	Iteration 17Q: 3 clusters Score -317016.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -317025.468750 Penalty: 2830.039307
	Iteration 18Q: 3 clusters Score -317025.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -317032.500000 Penalty: 2830.039307
	Iteration 19Q: 3 clusters Score -317032.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -317041.718750 Penalty: 2830.039307
	Iteration 20F: 3 clusters Score -317041.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -317050.093750 Penalty: 2830.039307
	Iteration 21Q: 3 clusters Score -317050.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -317054.187500 Penalty: 2830.039307
	Iteration 22Q: 3 clusters Score -317054.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -317059.406250 Penalty: 2830.039307
	Iteration 23Q: 3 clusters Score -317059.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -317062.906250 Penalty: 2830.039307
	Iteration 24Q: 3 clusters Score -317062.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -317069.250000 Penalty: 2830.039307
	Iteration 25Q: 3 clusters Score -317069.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -317072.375000 Penalty: 2830.039307
	Iteration 26Q: 3 clusters Score -317072.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -317078.031250 Penalty: 2830.039307
	Iteration 27Q: 3 clusters Score -317078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -317080.750000 Penalty: 2830.039307
	Iteration 28Q: 3 clusters Score -317080.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -317083.343750 Penalty: 2830.039307
	Iteration 29Q: 3 clusters Score -317083.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -317087.312500 Penalty: 2830.039307
	Iteration 30Q: 3 clusters Score -317087.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -317089.125000 Penalty: 2830.039307
	Iteration 31Q: 3 clusters Score -317089.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -317091.187500 Penalty: 2830.039307
	Iteration 32Q: 3 clusters Score -317091.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -317092.250000 Penalty: 2830.039307
	Iteration 33Q: 3 clusters Score -317092.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -317092.250000 Penalty: 2830.039307
	Iteration 34F: 3 clusters Score -317092.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78527 members 
Entering Unmasked Estep 
Score: -4206875.500000 Penalty: 1831.569702
	Iteration 0F: 2 clusters Score -4206876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -4154199.000000 Penalty: 3663.139404
	Iteration 0F: 3 clusters Score -4154199 nChanged 37446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -4175918.750000 Penalty: 3663.139404
	Iteration 1F: 3 clusters Score -4175919 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -4176828.500000 Penalty: 3663.139404
	Iteration 2Q: 3 clusters Score -4176828 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -4177894.000000 Penalty: 3663.139404
	Iteration 3Q: 3 clusters Score -4177894 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -4179272.750000 Penalty: 3663.139404
	Iteration 4Q: 3 clusters Score -4179273 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -4180909.750000 Penalty: 3663.139404
	Iteration 5Q: 3 clusters Score -4180910 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -4182893.250000 Penalty: 3663.139404
	Iteration 6Q: 3 clusters Score -4182893 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -4185204.000000 Penalty: 3663.139404
	Iteration 7F: 3 clusters Score -4185204 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -4187780.750000 Penalty: 3663.139404
	Iteration 8F: 3 clusters Score -4187781 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 52481 members 
Entering Unmasked Estep 
Score: -4190406.000000 Penalty: 3663.139404
	Iteration 9F: 3 clusters Score -4190406 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 54827 members 
Entering Unmasked Estep 
Score: -4192746.500000 Penalty: 3663.139404
	Iteration 10Q: 3 clusters Score -4192746 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 56904 members 
Entering Unmasked Estep 
Score: -4194589.000000 Penalty: 3663.139404
	Iteration 11Q: 3 clusters Score -4194589 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 58752 members 
Entering Unmasked Estep 
Score: -4195899.500000 Penalty: 3663.139404
	Iteration 12Q: 3 clusters Score -4195900 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 60434 members 
Entering Unmasked Estep 
Score: -4196879.500000 Penalty: 3663.139404
	Iteration 13Q: 3 clusters Score -4196880 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 62001 members 
Entering Unmasked Estep 
Score: -4197634.500000 Penalty: 3663.139404
	Iteration 14Q: 3 clusters Score -4197634 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 63463 members 
Entering Unmasked Estep 
Score: -4198305.000000 Penalty: 3663.139404
	Iteration 15Q: 3 clusters Score -4198305 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 64778 members 
Entering Unmasked Estep 
Score: -4198843.500000 Penalty: 3663.139404
	Iteration 16Q: 3 clusters Score -4198844 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 66136 members 
Entering Unmasked Estep 
Score: -4199415.000000 Penalty: 3663.139404
	Iteration 17Q: 3 clusters Score -4199415 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 67480 members 
Entering Unmasked Estep 
Score: -4200050.000000 Penalty: 3663.139404
	Iteration 18Q: 3 clusters Score -4200050 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 68783 members 
Entering Unmasked Estep 
Score: -4200649.500000 Penalty: 3663.139404
	Iteration 19Q: 3 clusters Score -4200650 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 70039 members 
Entering Unmasked Estep 
Score: -4201271.500000 Penalty: 3663.139404
	Iteration 20F: 3 clusters Score -4201272 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 71272 members 
Entering Unmasked Estep 
Score: -4201909.500000 Penalty: 3663.139404
	Iteration 21Q: 3 clusters Score -4201910 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 72413 members 
Entering Unmasked Estep 
Score: -4202500.000000 Penalty: 3663.139404
	Iteration 22Q: 3 clusters Score -4202500 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 73416 members 
Entering Unmasked Estep 
Score: -4203047.000000 Penalty: 3663.139404
	Iteration 23Q: 3 clusters Score -4203047 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 74316 members 
Entering Unmasked Estep 
Score: -4203528.000000 Penalty: 3663.139404
	Iteration 24Q: 3 clusters Score -4203528 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 75080 members 
Entering Unmasked Estep 
Score: -4203929.000000 Penalty: 3663.139404
	Iteration 25Q: 3 clusters Score -4203929 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 75731 members 
Entering Unmasked Estep 
Score: -4204221.500000 Penalty: 3663.139404
	Iteration 26Q: 3 clusters Score -4204222 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 76209 members 
Entering Unmasked Estep 
Score: -4204447.000000 Penalty: 3663.139404
	Iteration 27Q: 3 clusters Score -4204447 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 76602 members 
Entering Unmasked Estep 
Score: -4204637.500000 Penalty: 3663.139404
	Iteration 28Q: 3 clusters Score -4204638 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 76900 members 
Entering Unmasked Estep 
Score: -4204788.000000 Penalty: 3663.139404
	Iteration 29Q: 3 clusters Score -4204788 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 77124 members 
Entering Unmasked Estep 
Score: -4204900.500000 Penalty: 3663.139404
	Iteration 30Q: 3 clusters Score -4204900 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 77302 members 
Entering Unmasked Estep 
Score: -4204998.500000 Penalty: 3663.139404
	Iteration 31Q: 3 clusters Score -4204998 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 77427 members 
Entering Unmasked Estep 
Score: -4205066.000000 Penalty: 3663.139404
	Iteration 32Q: 3 clusters Score -4205066 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 77527 members 
Entering Unmasked Estep 
Score: -4205133.500000 Penalty: 3663.139404
	Iteration 33Q: 3 clusters Score -4205134 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 77610 members 
Entering Unmasked Estep 
Score: -4205179.500000 Penalty: 3663.139404
	Iteration 34Q: 3 clusters Score -4205180 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 77671 members 
Entering Unmasked Estep 
Score: -4205208.000000 Penalty: 3663.139404
	Iteration 35Q: 3 clusters Score -4205208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 77709 members 
Entering Unmasked Estep 
Score: -4205232.000000 Penalty: 3663.139404
	Iteration 36Q: 3 clusters Score -4205232 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 77752 members 
Entering Unmasked Estep 
Score: -4205247.000000 Penalty: 3663.139404
	Iteration 37Q: 3 clusters Score -4205247 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 77790 members 
Entering Unmasked Estep 
Score: -4205272.000000 Penalty: 3663.139404
	Iteration 38Q: 3 clusters Score -4205272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 77812 members 
Entering Unmasked Estep 
Score: -4205279.500000 Penalty: 3663.139404
	Iteration 39Q: 3 clusters Score -4205280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 77834 members 
Entering Unmasked Estep 
Score: -4205295.000000 Penalty: 3663.139404
	Iteration 40F: 3 clusters Score -4205295 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 77856 members 
Entering Unmasked Estep 
Score: -4205303.000000 Penalty: 3663.139404
	Iteration 41Q: 3 clusters Score -4205303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 77874 members 
Entering Unmasked Estep 
Score: -4205314.500000 Penalty: 3663.139404
	Iteration 42Q: 3 clusters Score -4205314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 77895 members 
Entering Unmasked Estep 
Score: -4205326.000000 Penalty: 3663.139404
	Iteration 43Q: 3 clusters Score -4205326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 77908 members 
Entering Unmasked Estep 
Score: -4205330.000000 Penalty: 3663.139404
	Iteration 44Q: 3 clusters Score -4205330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 77921 members 
Entering Unmasked Estep 
Score: -4205343.000000 Penalty: 3663.139404
	Iteration 45Q: 3 clusters Score -4205343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 77935 members 
Entering Unmasked Estep 
Score: -4205352.500000 Penalty: 3663.139404
	Iteration 46Q: 3 clusters Score -4205352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 77951 members 
Entering Unmasked Estep 
Score: -4205363.000000 Penalty: 3663.139404
	Iteration 47Q: 3 clusters Score -4205363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 77962 members 
Entering Unmasked Estep 
Score: -4205370.000000 Penalty: 3663.139404
	Iteration 48Q: 3 clusters Score -4205370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 77969 members 
Entering Unmasked Estep 
Score: -4205371.500000 Penalty: 3663.139404
	Iteration 49Q: 3 clusters Score -4205372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -4205376.000000 Penalty: 3663.139404
	Iteration 50Q: 3 clusters Score -4205376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 77986 members 
Entering Unmasked Estep 
Score: -4205386.500000 Penalty: 3663.139404
	Iteration 51Q: 3 clusters Score -4205386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 77992 members 
Entering Unmasked Estep 
Score: -4205385.500000 Penalty: 3663.139404
	Iteration 52Q: 3 clusters Score -4205386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 77995 members 
Entering Unmasked Estep 
Score: -4205389.000000 Penalty: 3663.139404
	Iteration 53Q: 3 clusters Score -4205389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 77998 members 
Entering Unmasked Estep 
Score: -4205390.000000 Penalty: 3663.139404
	Iteration 54Q: 3 clusters Score -4205390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 77998 members 
Entering Unmasked Estep 
Score: -4205390.000000 Penalty: 3663.139404
	Iteration 55F: 3 clusters Score -4205390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Entering Unmasked Estep 
Score: -1633987.375000 Penalty: 1684.770508
	Iteration 0F: 2 clusters Score -1633987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -1612387.625000 Penalty: 3369.541016
	Iteration 0F: 3 clusters Score -1612388 nChanged 14784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1620754.375000 Penalty: 3369.541016
	Iteration 1F: 3 clusters Score -1620754 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1621300.750000 Penalty: 3369.541016
	Iteration 2Q: 3 clusters Score -1621301 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1622029.875000 Penalty: 3369.541016
	Iteration 3Q: 3 clusters Score -1622030 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1623111.875000 Penalty: 3369.541016
	Iteration 4F: 3 clusters Score -1623112 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1624834.500000 Penalty: 3369.541016
	Iteration 5F: 3 clusters Score -1624834 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1627190.125000 Penalty: 3369.541016
	Iteration 6F: 3 clusters Score -1627190 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1629569.625000 Penalty: 3369.541016
	Iteration 7F: 3 clusters Score -1629570 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1631210.375000 Penalty: 3369.541016
	Iteration 8F: 3 clusters Score -1631210 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1631966.625000 Penalty: 3369.541016
	Iteration 9Q: 3 clusters Score -1631967 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1632278.500000 Penalty: 3369.541016
	Iteration 10Q: 3 clusters Score -1632278 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1632395.250000 Penalty: 3369.541016
	Iteration 11Q: 3 clusters Score -1632395 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1632457.000000 Penalty: 3369.541016
	Iteration 12Q: 3 clusters Score -1632457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1632485.375000 Penalty: 3369.541016
	Iteration 13Q: 3 clusters Score -1632485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1632501.500000 Penalty: 3369.541016
	Iteration 14Q: 3 clusters Score -1632502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1632513.625000 Penalty: 3369.541016
	Iteration 15Q: 3 clusters Score -1632514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1632527.125000 Penalty: 3369.541016
	Iteration 16Q: 3 clusters Score -1632527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1632537.250000 Penalty: 3369.541016
	Iteration 17Q: 3 clusters Score -1632537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1632542.625000 Penalty: 3369.541016
	Iteration 18Q: 3 clusters Score -1632543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1632542.625000 Penalty: 3369.541016
	Iteration 19F: 3 clusters Score -1632543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Entering Unmasked Estep 
Score: -322619.343750 Penalty: 1425.850952
	Iteration 0F: 2 clusters Score -322619.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -317735.875000 Penalty: 2851.701904
	Iteration 0F: 3 clusters Score -317735.9 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -319228.281250 Penalty: 2851.701904
	Iteration 1F: 3 clusters Score -319228.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -319547.000000 Penalty: 2851.701904
	Iteration 2F: 3 clusters Score -319547 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -319895.375000 Penalty: 2851.701904
	Iteration 3F: 3 clusters Score -319895.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -320216.656250 Penalty: 2851.701904
	Iteration 4F: 3 clusters Score -320216.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -320487.625000 Penalty: 2851.701904
	Iteration 5F: 3 clusters Score -320487.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -320705.875000 Penalty: 2851.701904
	Iteration 6F: 3 clusters Score -320705.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -320900.906250 Penalty: 2851.701904
	Iteration 7Q: 3 clusters Score -320900.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -321096.937500 Penalty: 2851.701904
	Iteration 8Q: 3 clusters Score -321096.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -321250.968750 Penalty: 2851.701904
	Iteration 9Q: 3 clusters Score -321251 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -321357.000000 Penalty: 2851.701904
	Iteration 10Q: 3 clusters Score -321357 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -321430.062500 Penalty: 2851.701904
	Iteration 11Q: 3 clusters Score -321430.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -321489.718750 Penalty: 2851.701904
	Iteration 12Q: 3 clusters Score -321489.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -321523.625000 Penalty: 2851.701904
	Iteration 13Q: 3 clusters Score -321523.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -321552.000000 Penalty: 2851.701904
	Iteration 14Q: 3 clusters Score -321552 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -321573.968750 Penalty: 2851.701904
	Iteration 15Q: 3 clusters Score -321574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -321590.000000 Penalty: 2851.701904
	Iteration 16Q: 3 clusters Score -321590 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -321605.375000 Penalty: 2851.701904
	Iteration 17Q: 3 clusters Score -321605.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -321619.656250 Penalty: 2851.701904
	Iteration 18Q: 3 clusters Score -321619.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -321629.875000 Penalty: 2851.701904
	Iteration 19Q: 3 clusters Score -321629.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -321636.843750 Penalty: 2851.701904
	Iteration 20F: 3 clusters Score -321636.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -321642.687500 Penalty: 2851.701904
	Iteration 21Q: 3 clusters Score -321642.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -321651.468750 Penalty: 2851.701904
	Iteration 22Q: 3 clusters Score -321651.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -321659.937500 Penalty: 2851.701904
	Iteration 23Q: 3 clusters Score -321659.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -321669.125000 Penalty: 2851.701904
	Iteration 24Q: 3 clusters Score -321669.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -321680.093750 Penalty: 2851.701904
	Iteration 25Q: 3 clusters Score -321680.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -321692.593750 Penalty: 2851.701904
	Iteration 26Q: 3 clusters Score -321692.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -321703.875000 Penalty: 2851.701904
	Iteration 27Q: 3 clusters Score -321703.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -321719.250000 Penalty: 2851.701904
	Iteration 28Q: 3 clusters Score -321719.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -321742.437500 Penalty: 2851.701904
	Iteration 29Q: 3 clusters Score -321742.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -321759.000000 Penalty: 2851.701904
	Iteration 30Q: 3 clusters Score -321759 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -321781.187500 Penalty: 2851.701904
	Iteration 31Q: 3 clusters Score -321781.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -321805.468750 Penalty: 2851.701904
	Iteration 32Q: 3 clusters Score -321805.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -321823.093750 Penalty: 2851.701904
	Iteration 33Q: 3 clusters Score -321823.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -321839.562500 Penalty: 2851.701904
	Iteration 34Q: 3 clusters Score -321839.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -321863.031250 Penalty: 2851.701904
	Iteration 35Q: 3 clusters Score -321863 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -321885.750000 Penalty: 2851.701904
	Iteration 36Q: 3 clusters Score -321885.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -321904.000000 Penalty: 2851.701904
	Iteration 37Q: 3 clusters Score -321904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -321918.437500 Penalty: 2851.701904
	Iteration 38Q: 3 clusters Score -321918.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -321936.000000 Penalty: 2851.701904
	Iteration 39Q: 3 clusters Score -321936 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -321960.781250 Penalty: 2851.701904
	Iteration 40F: 3 clusters Score -321960.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -321985.500000 Penalty: 2851.701904
	Iteration 41Q: 3 clusters Score -321985.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -322025.937500 Penalty: 2851.701904
	Iteration 42Q: 3 clusters Score -322025.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -322107.593750 Penalty: 2851.701904
	Iteration 43Q: 3 clusters Score -322107.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -322187.781250 Penalty: 2851.701904
	Iteration 44Q: 3 clusters Score -322187.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -322262.531250 Penalty: 2851.701904
	Iteration 45Q: 3 clusters Score -322262.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -322306.843750 Penalty: 2851.701904
	Iteration 46Q: 3 clusters Score -322306.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -322322.093750 Penalty: 2851.701904
	Iteration 47Q: 3 clusters Score -322322.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -322328.937500 Penalty: 2851.701904
	Iteration 48Q: 3 clusters Score -322328.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -322330.375000 Penalty: 2851.701904
	Iteration 49Q: 3 clusters Score -322330.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -322331.593750 Penalty: 2851.701904
	Iteration 50Q: 3 clusters Score -322331.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -322330.843750 Penalty: 2851.701904
	Iteration 51Q: 3 clusters Score -322330.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -322330.843750 Penalty: 2851.701904
	Iteration 52F: 3 clusters Score -322330.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Entering Unmasked Estep 
Score: -142434.812500 Penalty: 1296.196777
	Iteration 0F: 2 clusters Score -142434.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -139761.656250 Penalty: 2592.393555
	Iteration 0F: 3 clusters Score -139761.7 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -140410.953125 Penalty: 2592.393555
	Iteration 1F: 3 clusters Score -140411 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -140608.921875 Penalty: 2592.393555
	Iteration 2F: 3 clusters Score -140608.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -140740.156250 Penalty: 2592.393555
	Iteration 3F: 3 clusters Score -140740.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -140839.406250 Penalty: 2592.393555
	Iteration 4Q: 3 clusters Score -140839.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -140903.109375 Penalty: 2592.393555
	Iteration 5Q: 3 clusters Score -140903.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -140942.312500 Penalty: 2592.393555
	Iteration 6Q: 3 clusters Score -140942.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -140970.875000 Penalty: 2592.393555
	Iteration 7Q: 3 clusters Score -140970.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -141005.640625 Penalty: 2592.393555
	Iteration 8Q: 3 clusters Score -141005.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -141054.609375 Penalty: 2592.393555
	Iteration 9Q: 3 clusters Score -141054.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -141117.640625 Penalty: 2592.393555
	Iteration 10Q: 3 clusters Score -141117.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -141175.359375 Penalty: 2592.393555
	Iteration 11Q: 3 clusters Score -141175.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -141242.781250 Penalty: 2592.393555
	Iteration 12Q: 3 clusters Score -141242.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -141323.718750 Penalty: 2592.393555
	Iteration 13Q: 3 clusters Score -141323.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -141410.625000 Penalty: 2592.393555
	Iteration 14Q: 3 clusters Score -141410.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -141530.406250 Penalty: 2592.393555
	Iteration 15Q: 3 clusters Score -141530.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -141702.156250 Penalty: 2592.393555
	Iteration 16Q: 3 clusters Score -141702.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -141828.718750 Penalty: 2592.393555
	Iteration 17Q: 3 clusters Score -141828.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -141917.906250 Penalty: 2592.393555
	Iteration 18Q: 3 clusters Score -141917.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -141970.718750 Penalty: 2592.393555
	Iteration 19Q: 3 clusters Score -141970.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -142003.125000 Penalty: 2592.393555
	Iteration 20F: 3 clusters Score -142003.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -142025.562500 Penalty: 2592.393555
	Iteration 21Q: 3 clusters Score -142025.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -142043.859375 Penalty: 2592.393555
	Iteration 22Q: 3 clusters Score -142043.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -142073.343750 Penalty: 2592.393555
	Iteration 23Q: 3 clusters Score -142073.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -142100.546875 Penalty: 2592.393555
	Iteration 24Q: 3 clusters Score -142100.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -142118.390625 Penalty: 2592.393555
	Iteration 25Q: 3 clusters Score -142118.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -142127.109375 Penalty: 2592.393555
	Iteration 26Q: 3 clusters Score -142127.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -142136.203125 Penalty: 2592.393555
	Iteration 27Q: 3 clusters Score -142136.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -142147.421875 Penalty: 2592.393555
	Iteration 28Q: 3 clusters Score -142147.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -142157.468750 Penalty: 2592.393555
	Iteration 29Q: 3 clusters Score -142157.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -142178.140625 Penalty: 2592.393555
	Iteration 30Q: 3 clusters Score -142178.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -142197.140625 Penalty: 2592.393555
	Iteration 31Q: 3 clusters Score -142197.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -142215.859375 Penalty: 2592.393555
	Iteration 32Q: 3 clusters Score -142215.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -142231.921875 Penalty: 2592.393555
	Iteration 33Q: 3 clusters Score -142231.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -142243.656250 Penalty: 2592.393555
	Iteration 34Q: 3 clusters Score -142243.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -142263.031250 Penalty: 2592.393555
	Iteration 35Q: 3 clusters Score -142263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -142278.671875 Penalty: 2592.393555
	Iteration 36Q: 3 clusters Score -142278.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -142288.234375 Penalty: 2592.393555
	Iteration 37Q: 3 clusters Score -142288.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -142292.765625 Penalty: 2592.393555
	Iteration 38Q: 3 clusters Score -142292.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -142296.875000 Penalty: 2592.393555
	Iteration 39Q: 3 clusters Score -142296.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -142302.125000 Penalty: 2592.393555
	Iteration 40F: 3 clusters Score -142302.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -142307.843750 Penalty: 2592.393555
	Iteration 41Q: 3 clusters Score -142307.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -142314.187500 Penalty: 2592.393555
	Iteration 42Q: 3 clusters Score -142314.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -142315.359375 Penalty: 2592.393555
	Iteration 43Q: 3 clusters Score -142315.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -142317.109375 Penalty: 2592.393555
	Iteration 44Q: 3 clusters Score -142317.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -142318.203125 Penalty: 2592.393555
	Iteration 45Q: 3 clusters Score -142318.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -142319.046875 Penalty: 2592.393555
	Iteration 46Q: 3 clusters Score -142319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -142320.000000 Penalty: 2592.393555
	Iteration 47Q: 3 clusters Score -142320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -142320.687500 Penalty: 2592.393555
	Iteration 48Q: 3 clusters Score -142320.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -142321.093750 Penalty: 2592.393555
	Iteration 49Q: 3 clusters Score -142321.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -142321.296875 Penalty: 2592.393555
	Iteration 50Q: 3 clusters Score -142321.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -142321.937500 Penalty: 2592.393555
	Iteration 51Q: 3 clusters Score -142321.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -142321.937500 Penalty: 2592.393555
	Iteration 52F: 3 clusters Score -142321.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Entering Unmasked Estep 
Score: -2584212.750000 Penalty: 1751.102295
	Iteration 0F: 2 clusters Score -2584213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -2552156.500000 Penalty: 3502.204590
	Iteration 0F: 3 clusters Score -2552156 nChanged 22566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -2564613.250000 Penalty: 3502.204590
	Iteration 1F: 3 clusters Score -2564613 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -2564953.750000 Penalty: 3502.204590
	Iteration 2Q: 3 clusters Score -2564954 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -2565291.500000 Penalty: 3502.204590
	Iteration 3Q: 3 clusters Score -2565292 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -2565652.750000 Penalty: 3502.204590
	Iteration 4Q: 3 clusters Score -2565653 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -2566169.000000 Penalty: 3502.204590
	Iteration 5Q: 3 clusters Score -2566169 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2567062.000000 Penalty: 3502.204590
	Iteration 6Q: 3 clusters Score -2567062 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2568534.250000 Penalty: 3502.204590
	Iteration 7F: 3 clusters Score -2568534 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2570886.000000 Penalty: 3502.204590
	Iteration 8F: 3 clusters Score -2570886 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2574005.000000 Penalty: 3502.204590
	Iteration 9F: 3 clusters Score -2574005 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2577203.500000 Penalty: 3502.204590
	Iteration 10F: 3 clusters Score -2577204 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2579618.750000 Penalty: 3502.204590
	Iteration 11F: 3 clusters Score -2579619 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2581113.500000 Penalty: 3502.204590
	Iteration 12Q: 3 clusters Score -2581114 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2581892.000000 Penalty: 3502.204590
	Iteration 13Q: 3 clusters Score -2581892 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2582321.250000 Penalty: 3502.204590
	Iteration 14Q: 3 clusters Score -2582321 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2582534.250000 Penalty: 3502.204590
	Iteration 15Q: 3 clusters Score -2582534 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2582640.250000 Penalty: 3502.204590
	Iteration 16Q: 3 clusters Score -2582640 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47473 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2582682.750000 Penalty: 3502.204590
	Iteration 17Q: 3 clusters Score -2582683 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47486 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2582706.500000 Penalty: 3502.204590
	Iteration 18Q: 3 clusters Score -2582706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2582726.500000 Penalty: 3502.204590
	Iteration 19Q: 3 clusters Score -2582726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2582738.500000 Penalty: 3502.204590
	Iteration 20F: 3 clusters Score -2582738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2582757.500000 Penalty: 3502.204590
	Iteration 21Q: 3 clusters Score -2582758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2582769.500000 Penalty: 3502.204590
	Iteration 22Q: 3 clusters Score -2582770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2582779.000000 Penalty: 3502.204590
	Iteration 23Q: 3 clusters Score -2582779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2582787.250000 Penalty: 3502.204590
	Iteration 24Q: 3 clusters Score -2582787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2582787.000000 Penalty: 3502.204590
	Iteration 25Q: 3 clusters Score -2582787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2582792.750000 Penalty: 3502.204590
	Iteration 26Q: 3 clusters Score -2582793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2582792.500000 Penalty: 3502.204590
	Iteration 27Q: 3 clusters Score -2582792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2582792.000000 Penalty: 3502.204590
	Iteration 28Q: 3 clusters Score -2582792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2582794.250000 Penalty: 3502.204590
	Iteration 29Q: 3 clusters Score -2582794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2582793.000000 Penalty: 3502.204590
	Iteration 30Q: 3 clusters Score -2582793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2582793.250000 Penalty: 3502.204590
	Iteration 31Q: 3 clusters Score -2582793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2582794.500000 Penalty: 3502.204590
	Iteration 32Q: 3 clusters Score -2582794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2582794.500000 Penalty: 3502.204590
	Iteration 33F: 3 clusters Score -2582794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Entering Unmasked Estep 
Score: -375668.625000 Penalty: 1449.084839
	Iteration 0F: 2 clusters Score -375668.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -370118.781250 Penalty: 2898.169678
	Iteration 0F: 3 clusters Score -370118.8 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -371844.250000 Penalty: 2898.169678
	Iteration 1F: 3 clusters Score -371844.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -372142.500000 Penalty: 2898.169678
	Iteration 2F: 3 clusters Score -372142.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -372469.218750 Penalty: 2898.169678
	Iteration 3F: 3 clusters Score -372469.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -372795.312500 Penalty: 2898.169678
	Iteration 4F: 3 clusters Score -372795.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -373140.218750 Penalty: 2898.169678
	Iteration 5F: 3 clusters Score -373140.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -373567.156250 Penalty: 2898.169678
	Iteration 6F: 3 clusters Score -373567.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -373966.500000 Penalty: 2898.169678
	Iteration 7F: 3 clusters Score -373966.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -374357.062500 Penalty: 2898.169678
	Iteration 8F: 3 clusters Score -374357.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -374624.093750 Penalty: 2898.169678
	Iteration 9Q: 3 clusters Score -374624.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -374785.343750 Penalty: 2898.169678
	Iteration 10Q: 3 clusters Score -374785.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -374865.468750 Penalty: 2898.169678
	Iteration 11Q: 3 clusters Score -374865.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -374914.093750 Penalty: 2898.169678
	Iteration 12Q: 3 clusters Score -374914.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -374938.031250 Penalty: 2898.169678
	Iteration 13Q: 3 clusters Score -374938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -374948.531250 Penalty: 2898.169678
	Iteration 14Q: 3 clusters Score -374948.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -374953.750000 Penalty: 2898.169678
	Iteration 15Q: 3 clusters Score -374953.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -374958.437500 Penalty: 2898.169678
	Iteration 16Q: 3 clusters Score -374958.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -374964.031250 Penalty: 2898.169678
	Iteration 17Q: 3 clusters Score -374964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -374969.718750 Penalty: 2898.169678
	Iteration 18Q: 3 clusters Score -374969.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -374974.250000 Penalty: 2898.169678
	Iteration 19Q: 3 clusters Score -374974.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -374979.281250 Penalty: 2898.169678
	Iteration 20F: 3 clusters Score -374979.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -374982.468750 Penalty: 2898.169678
	Iteration 21Q: 3 clusters Score -374982.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -374985.750000 Penalty: 2898.169678
	Iteration 22Q: 3 clusters Score -374985.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -374988.406250 Penalty: 2898.169678
	Iteration 23Q: 3 clusters Score -374988.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -374989.093750 Penalty: 2898.169678
	Iteration 24Q: 3 clusters Score -374989.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -374991.656250 Penalty: 2898.169678
	Iteration 25Q: 3 clusters Score -374991.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -374992.812500 Penalty: 2898.169678
	Iteration 26Q: 3 clusters Score -374992.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -374997.093750 Penalty: 2898.169678
	Iteration 27Q: 3 clusters Score -374997.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -374998.625000 Penalty: 2898.169678
	Iteration 28Q: 3 clusters Score -374998.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -375001.375000 Penalty: 2898.169678
	Iteration 29Q: 3 clusters Score -375001.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -375005.000000 Penalty: 2898.169678
	Iteration 30Q: 3 clusters Score -375005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -375007.656250 Penalty: 2898.169678
	Iteration 31Q: 3 clusters Score -375007.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -375009.562500 Penalty: 2898.169678
	Iteration 32Q: 3 clusters Score -375009.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -375011.281250 Penalty: 2898.169678
	Iteration 33Q: 3 clusters Score -375011.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -375012.125000 Penalty: 2898.169678
	Iteration 34Q: 3 clusters Score -375012.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -375015.375000 Penalty: 2898.169678
	Iteration 35Q: 3 clusters Score -375015.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -375016.812500 Penalty: 2898.169678
	Iteration 36Q: 3 clusters Score -375016.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -375018.187500 Penalty: 2898.169678
	Iteration 37Q: 3 clusters Score -375018.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -375018.593750 Penalty: 2898.169678
	Iteration 38Q: 3 clusters Score -375018.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -375021.156250 Penalty: 2898.169678
	Iteration 39Q: 3 clusters Score -375021.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -375022.687500 Penalty: 2898.169678
	Iteration 40F: 3 clusters Score -375022.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -375024.000000 Penalty: 2898.169678
	Iteration 41Q: 3 clusters Score -375024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -375025.562500 Penalty: 2898.169678
	Iteration 42Q: 3 clusters Score -375025.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -375030.000000 Penalty: 2898.169678
	Iteration 43Q: 3 clusters Score -375030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -375030.937500 Penalty: 2898.169678
	Iteration 44Q: 3 clusters Score -375030.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -375032.937500 Penalty: 2898.169678
	Iteration 45Q: 3 clusters Score -375032.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -375034.062500 Penalty: 2898.169678
	Iteration 46Q: 3 clusters Score -375034.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -375036.281250 Penalty: 2898.169678
	Iteration 47Q: 3 clusters Score -375036.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -375037.625000 Penalty: 2898.169678
	Iteration 48Q: 3 clusters Score -375037.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -375039.500000 Penalty: 2898.169678
	Iteration 49Q: 3 clusters Score -375039.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -375040.500000 Penalty: 2898.169678
	Iteration 50Q: 3 clusters Score -375040.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -375041.625000 Penalty: 2898.169678
	Iteration 51Q: 3 clusters Score -375041.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -375043.062500 Penalty: 2898.169678
	Iteration 52Q: 3 clusters Score -375043.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -375045.187500 Penalty: 2898.169678
	Iteration 53Q: 3 clusters Score -375045.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -375048.875000 Penalty: 2898.169678
	Iteration 54Q: 3 clusters Score -375048.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -375050.562500 Penalty: 2898.169678
	Iteration 55Q: 3 clusters Score -375050.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -375051.468750 Penalty: 2898.169678
	Iteration 56Q: 3 clusters Score -375051.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -375053.125000 Penalty: 2898.169678
	Iteration 57Q: 3 clusters Score -375053.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -375053.250000 Penalty: 2898.169678
	Iteration 58Q: 3 clusters Score -375053.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -375055.468750 Penalty: 2898.169678
	Iteration 59Q: 3 clusters Score -375055.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -375056.000000 Penalty: 2898.169678
	Iteration 60F: 3 clusters Score -375056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -375056.000000 Penalty: 2898.169678
	Iteration 61Q: 3 clusters Score -375056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -375055.843750 Penalty: 2898.169678
	Iteration 62Q: 3 clusters Score -375055.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -375056.906250 Penalty: 2898.169678
	Iteration 63Q: 3 clusters Score -375056.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -375057.812500 Penalty: 2898.169678
	Iteration 64Q: 3 clusters Score -375057.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -375057.718750 Penalty: 2898.169678
	Iteration 65Q: 3 clusters Score -375057.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -375058.750000 Penalty: 2898.169678
	Iteration 66Q: 3 clusters Score -375058.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -375059.812500 Penalty: 2898.169678
	Iteration 67Q: 3 clusters Score -375059.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -375060.281250 Penalty: 2898.169678
	Iteration 68Q: 3 clusters Score -375060.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -375060.906250 Penalty: 2898.169678
	Iteration 69Q: 3 clusters Score -375060.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -375060.437500 Penalty: 2898.169678
	Iteration 70Q: 3 clusters Score -375060.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -375060.281250 Penalty: 2898.169678
	Iteration 71Q: 3 clusters Score -375060.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -375060.000000 Penalty: 2898.169678
	Iteration 72Q: 3 clusters Score -375060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -375060.218750 Penalty: 2898.169678
	Iteration 73Q: 3 clusters Score -375060.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -375060.218750 Penalty: 2898.169678
	Iteration 74F: 3 clusters Score -375060.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -22169.531250 Penalty: 1017.492432
	Iteration 0F: 2 clusters Score -22169.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -21113.056641 Penalty: 2034.984863
	Iteration 0F: 3 clusters Score -21113.06 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21292.810547 Penalty: 2034.984863
	Iteration 1F: 3 clusters Score -21292.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -21340.011719 Penalty: 2034.984863
	Iteration 2Q: 3 clusters Score -21340.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21374.378906 Penalty: 2034.984863
	Iteration 3Q: 3 clusters Score -21374.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21405.017578 Penalty: 2034.984863
	Iteration 4Q: 3 clusters Score -21405.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -21417.232422 Penalty: 2034.984863
	Iteration 5Q: 3 clusters Score -21417.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21434.535156 Penalty: 2034.984863
	Iteration 6Q: 3 clusters Score -21434.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21446.423828 Penalty: 2034.984863
	Iteration 7Q: 3 clusters Score -21446.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21457.775391 Penalty: 2034.984863
	Iteration 8Q: 3 clusters Score -21457.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21470.986328 Penalty: 2034.984863
	Iteration 9Q: 3 clusters Score -21470.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -21484.996094 Penalty: 2034.984863
	Iteration 10Q: 3 clusters Score -21485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21488.199219 Penalty: 2034.984863
	Iteration 11Q: 3 clusters Score -21488.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21494.919922 Penalty: 2034.984863
	Iteration 12Q: 3 clusters Score -21494.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -21506.623047 Penalty: 2034.984863
	Iteration 13Q: 3 clusters Score -21506.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21508.681641 Penalty: 2034.984863
	Iteration 14Q: 3 clusters Score -21508.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21513.109375 Penalty: 2034.984863
	Iteration 15Q: 3 clusters Score -21513.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -21529.947266 Penalty: 2034.984863
	Iteration 16Q: 3 clusters Score -21529.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21537.429688 Penalty: 2034.984863
	Iteration 17Q: 3 clusters Score -21537.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21540.244141 Penalty: 2034.984863
	Iteration 18Q: 3 clusters Score -21540.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21540.244141 Penalty: 2034.984863
	Iteration 19F: 3 clusters Score -21540.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Entering Unmasked Estep 
Score: -428126.250000 Penalty: 1459.706909
	Iteration 0F: 2 clusters Score -428126.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -422234.625000 Penalty: 2919.413818
	Iteration 0F: 3 clusters Score -422234.6 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -424027.843750 Penalty: 2919.413818
	Iteration 1F: 3 clusters Score -424027.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -424244.062500 Penalty: 2919.413818
	Iteration 2F: 3 clusters Score -424244.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -424381.500000 Penalty: 2919.413818
	Iteration 3Q: 3 clusters Score -424381.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -424472.750000 Penalty: 2919.413818
	Iteration 4Q: 3 clusters Score -424472.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -424548.750000 Penalty: 2919.413818
	Iteration 5Q: 3 clusters Score -424548.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -424613.343750 Penalty: 2919.413818
	Iteration 6Q: 3 clusters Score -424613.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -424671.937500 Penalty: 2919.413818
	Iteration 7Q: 3 clusters Score -424671.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -424730.468750 Penalty: 2919.413818
	Iteration 8Q: 3 clusters Score -424730.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -424793.843750 Penalty: 2919.413818
	Iteration 9Q: 3 clusters Score -424793.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -424860.718750 Penalty: 2919.413818
	Iteration 10Q: 3 clusters Score -424860.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -424921.375000 Penalty: 2919.413818
	Iteration 11Q: 3 clusters Score -424921.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -424984.875000 Penalty: 2919.413818
	Iteration 12Q: 3 clusters Score -424984.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -425057.562500 Penalty: 2919.413818
	Iteration 13Q: 3 clusters Score -425057.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -425142.843750 Penalty: 2919.413818
	Iteration 14Q: 3 clusters Score -425142.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -425270.312500 Penalty: 2919.413818
	Iteration 15Q: 3 clusters Score -425270.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -425457.781250 Penalty: 2919.413818
	Iteration 16Q: 3 clusters Score -425457.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -425652.125000 Penalty: 2919.413818
	Iteration 17Q: 3 clusters Score -425652.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -425858.343750 Penalty: 2919.413818
	Iteration 18Q: 3 clusters Score -425858.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -426060.500000 Penalty: 2919.413818
	Iteration 19Q: 3 clusters Score -426060.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -426239.437500 Penalty: 2919.413818
	Iteration 20F: 3 clusters Score -426239.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -426399.000000 Penalty: 2919.413818
	Iteration 21Q: 3 clusters Score -426399 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -426530.406250 Penalty: 2919.413818
	Iteration 22Q: 3 clusters Score -426530.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -426602.875000 Penalty: 2919.413818
	Iteration 23Q: 3 clusters Score -426602.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -426646.406250 Penalty: 2919.413818
	Iteration 24Q: 3 clusters Score -426646.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -426681.531250 Penalty: 2919.413818
	Iteration 25Q: 3 clusters Score -426681.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -426705.000000 Penalty: 2919.413818
	Iteration 26Q: 3 clusters Score -426705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -426720.781250 Penalty: 2919.413818
	Iteration 27Q: 3 clusters Score -426720.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -426740.625000 Penalty: 2919.413818
	Iteration 28Q: 3 clusters Score -426740.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -426749.937500 Penalty: 2919.413818
	Iteration 29Q: 3 clusters Score -426749.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -426756.406250 Penalty: 2919.413818
	Iteration 30Q: 3 clusters Score -426756.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -426767.968750 Penalty: 2919.413818
	Iteration 31Q: 3 clusters Score -426768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -426782.531250 Penalty: 2919.413818
	Iteration 32Q: 3 clusters Score -426782.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -426789.906250 Penalty: 2919.413818
	Iteration 33Q: 3 clusters Score -426789.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -426800.656250 Penalty: 2919.413818
	Iteration 34Q: 3 clusters Score -426800.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -426808.093750 Penalty: 2919.413818
	Iteration 35Q: 3 clusters Score -426808.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -426813.468750 Penalty: 2919.413818
	Iteration 36Q: 3 clusters Score -426813.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -426813.250000 Penalty: 2919.413818
	Iteration 37Q: 3 clusters Score -426813.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -426813.250000 Penalty: 2919.413818
	Iteration 38F: 3 clusters Score -426813.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Entering Unmasked Estep 
Score: -99559.500000 Penalty: 1246.823242
	Iteration 0F: 2 clusters Score -99559.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -97359.328125 Penalty: 2493.646484
	Iteration 0F: 3 clusters Score -97359.33 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -97862.515625 Penalty: 2493.646484
	Iteration 1F: 3 clusters Score -97862.52 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -98072.351562 Penalty: 2493.646484
	Iteration 2F: 3 clusters Score -98072.35 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -98244.742188 Penalty: 2493.646484
	Iteration 3F: 3 clusters Score -98244.74 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -98348.148438 Penalty: 2493.646484
	Iteration 4Q: 3 clusters Score -98348.15 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -98422.515625 Penalty: 2493.646484
	Iteration 5Q: 3 clusters Score -98422.52 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -98487.507812 Penalty: 2493.646484
	Iteration 6Q: 3 clusters Score -98487.51 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -98543.718750 Penalty: 2493.646484
	Iteration 7Q: 3 clusters Score -98543.72 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -98607.523438 Penalty: 2493.646484
	Iteration 8Q: 3 clusters Score -98607.52 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -98658.296875 Penalty: 2493.646484
	Iteration 9Q: 3 clusters Score -98658.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -98706.296875 Penalty: 2493.646484
	Iteration 10Q: 3 clusters Score -98706.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -98755.414062 Penalty: 2493.646484
	Iteration 11Q: 3 clusters Score -98755.41 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -98794.726562 Penalty: 2493.646484
	Iteration 12Q: 3 clusters Score -98794.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -98827.343750 Penalty: 2493.646484
	Iteration 13Q: 3 clusters Score -98827.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -98846.757812 Penalty: 2493.646484
	Iteration 14Q: 3 clusters Score -98846.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -98859.226562 Penalty: 2493.646484
	Iteration 15Q: 3 clusters Score -98859.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -98871.921875 Penalty: 2493.646484
	Iteration 16Q: 3 clusters Score -98871.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -98883.843750 Penalty: 2493.646484
	Iteration 17Q: 3 clusters Score -98883.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -98895.468750 Penalty: 2493.646484
	Iteration 18Q: 3 clusters Score -98895.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -98906.562500 Penalty: 2493.646484
	Iteration 19Q: 3 clusters Score -98906.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -98914.007812 Penalty: 2493.646484
	Iteration 20F: 3 clusters Score -98914.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -98920.460938 Penalty: 2493.646484
	Iteration 21Q: 3 clusters Score -98920.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -98924.468750 Penalty: 2493.646484
	Iteration 22Q: 3 clusters Score -98924.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -98928.101562 Penalty: 2493.646484
	Iteration 23Q: 3 clusters Score -98928.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -98931.671875 Penalty: 2493.646484
	Iteration 24Q: 3 clusters Score -98931.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -98936.007812 Penalty: 2493.646484
	Iteration 25Q: 3 clusters Score -98936.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -98939.648438 Penalty: 2493.646484
	Iteration 26Q: 3 clusters Score -98939.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -98944.257812 Penalty: 2493.646484
	Iteration 27Q: 3 clusters Score -98944.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -98949.007812 Penalty: 2493.646484
	Iteration 28Q: 3 clusters Score -98949.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -98954.203125 Penalty: 2493.646484
	Iteration 29Q: 3 clusters Score -98954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -98956.023438 Penalty: 2493.646484
	Iteration 30Q: 3 clusters Score -98956.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -98957.296875 Penalty: 2493.646484
	Iteration 31Q: 3 clusters Score -98957.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -98957.593750 Penalty: 2493.646484
	Iteration 32Q: 3 clusters Score -98957.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -98957.593750 Penalty: 2493.646484
	Iteration 33F: 3 clusters Score -98957.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Entering Unmasked Estep 
Score: -297897.156250 Penalty: 1402.052979
	Iteration 0F: 2 clusters Score -297897.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -293460.375000 Penalty: 2804.105957
	Iteration 0F: 3 clusters Score -293460.4 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -294666.406250 Penalty: 2804.105957
	Iteration 1F: 3 clusters Score -294666.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -294857.593750 Penalty: 2804.105957
	Iteration 2F: 3 clusters Score -294857.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -295004.187500 Penalty: 2804.105957
	Iteration 3F: 3 clusters Score -295004.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -295109.500000 Penalty: 2804.105957
	Iteration 4Q: 3 clusters Score -295109.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -295190.000000 Penalty: 2804.105957
	Iteration 5Q: 3 clusters Score -295190 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -295273.406250 Penalty: 2804.105957
	Iteration 6Q: 3 clusters Score -295273.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -295349.968750 Penalty: 2804.105957
	Iteration 7Q: 3 clusters Score -295350 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -295416.593750 Penalty: 2804.105957
	Iteration 8Q: 3 clusters Score -295416.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -295481.031250 Penalty: 2804.105957
	Iteration 9Q: 3 clusters Score -295481 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -295564.562500 Penalty: 2804.105957
	Iteration 10Q: 3 clusters Score -295564.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -295664.406250 Penalty: 2804.105957
	Iteration 11Q: 3 clusters Score -295664.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -295768.750000 Penalty: 2804.105957
	Iteration 12Q: 3 clusters Score -295768.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -295897.031250 Penalty: 2804.105957
	Iteration 13Q: 3 clusters Score -295897 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -296035.062500 Penalty: 2804.105957
	Iteration 14Q: 3 clusters Score -296035.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -296167.843750 Penalty: 2804.105957
	Iteration 15Q: 3 clusters Score -296167.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -296280.937500 Penalty: 2804.105957
	Iteration 16Q: 3 clusters Score -296280.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -296395.406250 Penalty: 2804.105957
	Iteration 17Q: 3 clusters Score -296395.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -296470.875000 Penalty: 2804.105957
	Iteration 18Q: 3 clusters Score -296470.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -296519.750000 Penalty: 2804.105957
	Iteration 19Q: 3 clusters Score -296519.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -296558.031250 Penalty: 2804.105957
	Iteration 20F: 3 clusters Score -296558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -296585.062500 Penalty: 2804.105957
	Iteration 21Q: 3 clusters Score -296585.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -296610.468750 Penalty: 2804.105957
	Iteration 22Q: 3 clusters Score -296610.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -296625.531250 Penalty: 2804.105957
	Iteration 23Q: 3 clusters Score -296625.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -296642.281250 Penalty: 2804.105957
	Iteration 24Q: 3 clusters Score -296642.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -296652.437500 Penalty: 2804.105957
	Iteration 25Q: 3 clusters Score -296652.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -296656.406250 Penalty: 2804.105957
	Iteration 26Q: 3 clusters Score -296656.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -296661.250000 Penalty: 2804.105957
	Iteration 27Q: 3 clusters Score -296661.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -296665.906250 Penalty: 2804.105957
	Iteration 28Q: 3 clusters Score -296665.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -296672.875000 Penalty: 2804.105957
	Iteration 29Q: 3 clusters Score -296672.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -296681.281250 Penalty: 2804.105957
	Iteration 30Q: 3 clusters Score -296681.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -296687.125000 Penalty: 2804.105957
	Iteration 31Q: 3 clusters Score -296687.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -296689.250000 Penalty: 2804.105957
	Iteration 32Q: 3 clusters Score -296689.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -296691.656250 Penalty: 2804.105957
	Iteration 33Q: 3 clusters Score -296691.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -296693.312500 Penalty: 2804.105957
	Iteration 34Q: 3 clusters Score -296693.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -296695.281250 Penalty: 2804.105957
	Iteration 35Q: 3 clusters Score -296695.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -296695.281250 Penalty: 2804.105957
	Iteration 36F: 3 clusters Score -296695.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Entering Unmasked Estep 
Score: -1501043.375000 Penalty: 1668.277466
	Iteration 0F: 2 clusters Score -1501043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1481707.750000 Penalty: 3336.554932
	Iteration 0F: 3 clusters Score -1481708 nChanged 13313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1490022.000000 Penalty: 3336.554932
	Iteration 1F: 3 clusters Score -1490022 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -1491741.375000 Penalty: 3336.554932
	Iteration 2F: 3 clusters Score -1491741 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -1493804.875000 Penalty: 3336.554932
	Iteration 3F: 3 clusters Score -1493805 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -1495601.500000 Penalty: 3336.554932
	Iteration 4F: 3 clusters Score -1495602 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -1496711.000000 Penalty: 3336.554932
	Iteration 5F: 3 clusters Score -1496711 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -1497375.000000 Penalty: 3336.554932
	Iteration 6F: 3 clusters Score -1497375 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -1497774.750000 Penalty: 3336.554932
	Iteration 7Q: 3 clusters Score -1497775 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -1498009.625000 Penalty: 3336.554932
	Iteration 8Q: 3 clusters Score -1498010 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -1498198.625000 Penalty: 3336.554932
	Iteration 9Q: 3 clusters Score -1498199 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -1498352.125000 Penalty: 3336.554932
	Iteration 10Q: 3 clusters Score -1498352 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -1498494.000000 Penalty: 3336.554932
	Iteration 11Q: 3 clusters Score -1498494 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -1498631.000000 Penalty: 3336.554932
	Iteration 12Q: 3 clusters Score -1498631 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -1498772.625000 Penalty: 3336.554932
	Iteration 13Q: 3 clusters Score -1498773 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -1498917.750000 Penalty: 3336.554932
	Iteration 14Q: 3 clusters Score -1498918 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -1499079.500000 Penalty: 3336.554932
	Iteration 15Q: 3 clusters Score -1499080 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -1499225.125000 Penalty: 3336.554932
	Iteration 16Q: 3 clusters Score -1499225 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -1499355.375000 Penalty: 3336.554932
	Iteration 17Q: 3 clusters Score -1499355 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -1499461.125000 Penalty: 3336.554932
	Iteration 18Q: 3 clusters Score -1499461 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -1499554.250000 Penalty: 3336.554932
	Iteration 19Q: 3 clusters Score -1499554 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -1499636.375000 Penalty: 3336.554932
	Iteration 20F: 3 clusters Score -1499636 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -1499692.250000 Penalty: 3336.554932
	Iteration 21Q: 3 clusters Score -1499692 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -1499729.750000 Penalty: 3336.554932
	Iteration 22Q: 3 clusters Score -1499730 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -1499758.125000 Penalty: 3336.554932
	Iteration 23Q: 3 clusters Score -1499758 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -1499786.250000 Penalty: 3336.554932
	Iteration 24Q: 3 clusters Score -1499786 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -1499801.125000 Penalty: 3336.554932
	Iteration 25Q: 3 clusters Score -1499801 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -1499823.875000 Penalty: 3336.554932
	Iteration 26Q: 3 clusters Score -1499824 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -1499833.875000 Penalty: 3336.554932
	Iteration 27Q: 3 clusters Score -1499834 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -1499850.375000 Penalty: 3336.554932
	Iteration 28Q: 3 clusters Score -1499850 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -1499857.375000 Penalty: 3336.554932
	Iteration 29Q: 3 clusters Score -1499857 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -1499874.375000 Penalty: 3336.554932
	Iteration 30Q: 3 clusters Score -1499874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -1499880.375000 Penalty: 3336.554932
	Iteration 31Q: 3 clusters Score -1499880 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -1499885.500000 Penalty: 3336.554932
	Iteration 32Q: 3 clusters Score -1499886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -1499895.875000 Penalty: 3336.554932
	Iteration 33Q: 3 clusters Score -1499896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -1499899.500000 Penalty: 3336.554932
	Iteration 34Q: 3 clusters Score -1499900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -1499902.625000 Penalty: 3336.554932
	Iteration 35Q: 3 clusters Score -1499903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -1499902.375000 Penalty: 3336.554932
	Iteration 36Q: 3 clusters Score -1499902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -1499905.625000 Penalty: 3336.554932
	Iteration 37Q: 3 clusters Score -1499906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -1499905.250000 Penalty: 3336.554932
	Iteration 38Q: 3 clusters Score -1499905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -1499906.375000 Penalty: 3336.554932
	Iteration 39Q: 3 clusters Score -1499906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -1499904.875000 Penalty: 3336.554932
	Iteration 40F: 3 clusters Score -1499905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -1499907.125000 Penalty: 3336.554932
	Iteration 41Q: 3 clusters Score -1499907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -1499911.625000 Penalty: 3336.554932
	Iteration 42Q: 3 clusters Score -1499912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -1499908.625000 Penalty: 3336.554932
	Iteration 43Q: 3 clusters Score -1499909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -1499909.875000 Penalty: 3336.554932
	Iteration 44Q: 3 clusters Score -1499910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -1499912.000000 Penalty: 3336.554932
	Iteration 45Q: 3 clusters Score -1499912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -1499914.000000 Penalty: 3336.554932
	Iteration 46Q: 3 clusters Score -1499914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -1499915.875000 Penalty: 3336.554932
	Iteration 47Q: 3 clusters Score -1499916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -1499918.125000 Penalty: 3336.554932
	Iteration 48Q: 3 clusters Score -1499918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -1499915.625000 Penalty: 3336.554932
	Iteration 49Q: 3 clusters Score -1499916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -1499915.875000 Penalty: 3336.554932
	Iteration 50Q: 3 clusters Score -1499916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -1499920.625000 Penalty: 3336.554932
	Iteration 51Q: 3 clusters Score -1499921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -1499920.250000 Penalty: 3336.554932
	Iteration 52Q: 3 clusters Score -1499920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -1499918.750000 Penalty: 3336.554932
	Iteration 53Q: 3 clusters Score -1499919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -1499921.250000 Penalty: 3336.554932
	Iteration 54Q: 3 clusters Score -1499921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -1499922.000000 Penalty: 3336.554932
	Iteration 55Q: 3 clusters Score -1499922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -1499919.750000 Penalty: 3336.554932
	Iteration 56Q: 3 clusters Score -1499920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -1499919.750000 Penalty: 3336.554932
	Iteration 57F: 3 clusters Score -1499920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Entering Unmasked Estep 
Score: -78431.851562 Penalty: 1205.454346
	Iteration 0F: 2 clusters Score -78431.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -76572.687500 Penalty: 2410.908691
	Iteration 0F: 3 clusters Score -76572.69 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -76989.195312 Penalty: 2410.908691
	Iteration 1F: 3 clusters Score -76989.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -77125.382812 Penalty: 2410.908691
	Iteration 2F: 3 clusters Score -77125.38 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -77246.757812 Penalty: 2410.908691
	Iteration 3F: 3 clusters Score -77246.76 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -77318.226562 Penalty: 2410.908691
	Iteration 4F: 3 clusters Score -77318.23 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -77373.492188 Penalty: 2410.908691
	Iteration 5Q: 3 clusters Score -77373.49 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -77423.843750 Penalty: 2410.908691
	Iteration 6Q: 3 clusters Score -77423.84 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -77466.750000 Penalty: 2410.908691
	Iteration 7Q: 3 clusters Score -77466.75 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -77522.796875 Penalty: 2410.908691
	Iteration 8Q: 3 clusters Score -77522.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -77585.898438 Penalty: 2410.908691
	Iteration 9Q: 3 clusters Score -77585.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -77631.835938 Penalty: 2410.908691
	Iteration 10Q: 3 clusters Score -77631.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -77659.070312 Penalty: 2410.908691
	Iteration 11Q: 3 clusters Score -77659.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -77676.734375 Penalty: 2410.908691
	Iteration 12Q: 3 clusters Score -77676.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -77692.000000 Penalty: 2410.908691
	Iteration 13Q: 3 clusters Score -77692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -77704.335938 Penalty: 2410.908691
	Iteration 14Q: 3 clusters Score -77704.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -77713.015625 Penalty: 2410.908691
	Iteration 15Q: 3 clusters Score -77713.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -77717.312500 Penalty: 2410.908691
	Iteration 16Q: 3 clusters Score -77717.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -77720.132812 Penalty: 2410.908691
	Iteration 17Q: 3 clusters Score -77720.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -77723.890625 Penalty: 2410.908691
	Iteration 18Q: 3 clusters Score -77723.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -77727.726562 Penalty: 2410.908691
	Iteration 19Q: 3 clusters Score -77727.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -77731.773438 Penalty: 2410.908691
	Iteration 20F: 3 clusters Score -77731.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -77735.304688 Penalty: 2410.908691
	Iteration 21Q: 3 clusters Score -77735.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -77737.281250 Penalty: 2410.908691
	Iteration 22Q: 3 clusters Score -77737.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -77739.328125 Penalty: 2410.908691
	Iteration 23Q: 3 clusters Score -77739.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -77743.312500 Penalty: 2410.908691
	Iteration 24Q: 3 clusters Score -77743.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -77751.015625 Penalty: 2410.908691
	Iteration 25Q: 3 clusters Score -77751.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -77759.812500 Penalty: 2410.908691
	Iteration 26Q: 3 clusters Score -77759.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -77765.921875 Penalty: 2410.908691
	Iteration 27Q: 3 clusters Score -77765.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -77769.687500 Penalty: 2410.908691
	Iteration 28Q: 3 clusters Score -77769.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -77776.914062 Penalty: 2410.908691
	Iteration 29Q: 3 clusters Score -77776.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -77782.742188 Penalty: 2410.908691
	Iteration 30Q: 3 clusters Score -77782.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -77788.750000 Penalty: 2410.908691
	Iteration 31Q: 3 clusters Score -77788.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -77795.789062 Penalty: 2410.908691
	Iteration 32Q: 3 clusters Score -77795.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -77800.960938 Penalty: 2410.908691
	Iteration 33Q: 3 clusters Score -77800.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -77806.570312 Penalty: 2410.908691
	Iteration 34Q: 3 clusters Score -77806.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -77812.164062 Penalty: 2410.908691
	Iteration 35Q: 3 clusters Score -77812.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -77816.601562 Penalty: 2410.908691
	Iteration 36Q: 3 clusters Score -77816.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -77820.835938 Penalty: 2410.908691
	Iteration 37Q: 3 clusters Score -77820.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -77827.414062 Penalty: 2410.908691
	Iteration 38Q: 3 clusters Score -77827.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -77835.750000 Penalty: 2410.908691
	Iteration 39Q: 3 clusters Score -77835.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -77848.992188 Penalty: 2410.908691
	Iteration 40F: 3 clusters Score -77848.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -77865.695312 Penalty: 2410.908691
	Iteration 41Q: 3 clusters Score -77865.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -77891.703125 Penalty: 2410.908691
	Iteration 42Q: 3 clusters Score -77891.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -77918.648438 Penalty: 2410.908691
	Iteration 43Q: 3 clusters Score -77918.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -77939.406250 Penalty: 2410.908691
	Iteration 44Q: 3 clusters Score -77939.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -77954.585938 Penalty: 2410.908691
	Iteration 45Q: 3 clusters Score -77954.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -77964.539062 Penalty: 2410.908691
	Iteration 46Q: 3 clusters Score -77964.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -77967.054688 Penalty: 2410.908691
	Iteration 47Q: 3 clusters Score -77967.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -77969.375000 Penalty: 2410.908691
	Iteration 48Q: 3 clusters Score -77969.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -77977.062500 Penalty: 2410.908691
	Iteration 49Q: 3 clusters Score -77977.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -77986.960938 Penalty: 2410.908691
	Iteration 50Q: 3 clusters Score -77986.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -77999.031250 Penalty: 2410.908691
	Iteration 51Q: 3 clusters Score -77999.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -78015.453125 Penalty: 2410.908691
	Iteration 52Q: 3 clusters Score -78015.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -78041.445312 Penalty: 2410.908691
	Iteration 53Q: 3 clusters Score -78041.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -78075.781250 Penalty: 2410.908691
	Iteration 54Q: 3 clusters Score -78075.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -78117.226562 Penalty: 2410.908691
	Iteration 55Q: 3 clusters Score -78117.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -78139.046875 Penalty: 2410.908691
	Iteration 56Q: 3 clusters Score -78139.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -78158.828125 Penalty: 2410.908691
	Iteration 57Q: 3 clusters Score -78158.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -78169.015625 Penalty: 2410.908691
	Iteration 58Q: 3 clusters Score -78169.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -78174.539062 Penalty: 2410.908691
	Iteration 59Q: 3 clusters Score -78174.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -78178.179688 Penalty: 2410.908691
	Iteration 60F: 3 clusters Score -78178.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -78184.945312 Penalty: 2410.908691
	Iteration 61Q: 3 clusters Score -78184.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -78190.062500 Penalty: 2410.908691
	Iteration 62Q: 3 clusters Score -78190.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -78197.320312 Penalty: 2410.908691
	Iteration 63Q: 3 clusters Score -78197.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -78201.593750 Penalty: 2410.908691
	Iteration 64Q: 3 clusters Score -78201.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -78202.664062 Penalty: 2410.908691
	Iteration 65Q: 3 clusters Score -78202.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -78204.000000 Penalty: 2410.908691
	Iteration 66Q: 3 clusters Score -78204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -78204.421875 Penalty: 2410.908691
	Iteration 67Q: 3 clusters Score -78204.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -78204.421875 Penalty: 2410.908691
	Iteration 68F: 3 clusters Score -78204.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Entering Unmasked Estep 
Score: -46547.042969 Penalty: 1127.471191
	Iteration 0F: 2 clusters Score -46547.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -45074.437500 Penalty: 2254.942383
	Iteration 0F: 3 clusters Score -45074.44 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -45320.007812 Penalty: 2254.942383
	Iteration 1F: 3 clusters Score -45320.01 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -45425.117188 Penalty: 2254.942383
	Iteration 2F: 3 clusters Score -45425.12 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -45518.550781 Penalty: 2254.942383
	Iteration 3Q: 3 clusters Score -45518.55 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -45598.070312 Penalty: 2254.942383
	Iteration 4F: 3 clusters Score -45598.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -45631.089844 Penalty: 2254.942383
	Iteration 5Q: 3 clusters Score -45631.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -45641.664062 Penalty: 2254.942383
	Iteration 6Q: 3 clusters Score -45641.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -45653.445312 Penalty: 2254.942383
	Iteration 7Q: 3 clusters Score -45653.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -45668.800781 Penalty: 2254.942383
	Iteration 8Q: 3 clusters Score -45668.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -45685.667969 Penalty: 2254.942383
	Iteration 9Q: 3 clusters Score -45685.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -45700.007812 Penalty: 2254.942383
	Iteration 10Q: 3 clusters Score -45700.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -45715.546875 Penalty: 2254.942383
	Iteration 11Q: 3 clusters Score -45715.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -45735.800781 Penalty: 2254.942383
	Iteration 12Q: 3 clusters Score -45735.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -45759.972656 Penalty: 2254.942383
	Iteration 13Q: 3 clusters Score -45759.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -45784.957031 Penalty: 2254.942383
	Iteration 14Q: 3 clusters Score -45784.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -45804.226562 Penalty: 2254.942383
	Iteration 15Q: 3 clusters Score -45804.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -45815.210938 Penalty: 2254.942383
	Iteration 16Q: 3 clusters Score -45815.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -45828.699219 Penalty: 2254.942383
	Iteration 17Q: 3 clusters Score -45828.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -45842.507812 Penalty: 2254.942383
	Iteration 18Q: 3 clusters Score -45842.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -45864.632812 Penalty: 2254.942383
	Iteration 19Q: 3 clusters Score -45864.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -45885.738281 Penalty: 2254.942383
	Iteration 20F: 3 clusters Score -45885.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -45921.503906 Penalty: 2254.942383
	Iteration 21Q: 3 clusters Score -45921.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -45953.113281 Penalty: 2254.942383
	Iteration 22Q: 3 clusters Score -45953.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -45989.128906 Penalty: 2254.942383
	Iteration 23Q: 3 clusters Score -45989.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -46018.253906 Penalty: 2254.942383
	Iteration 24Q: 3 clusters Score -46018.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -46045.777344 Penalty: 2254.942383
	Iteration 25Q: 3 clusters Score -46045.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -46074.085938 Penalty: 2254.942383
	Iteration 26Q: 3 clusters Score -46074.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -46110.980469 Penalty: 2254.942383
	Iteration 27Q: 3 clusters Score -46110.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -46136.339844 Penalty: 2254.942383
	Iteration 28Q: 3 clusters Score -46136.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -46157.703125 Penalty: 2254.942383
	Iteration 29Q: 3 clusters Score -46157.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -46164.261719 Penalty: 2254.942383
	Iteration 30Q: 3 clusters Score -46164.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -46170.136719 Penalty: 2254.942383
	Iteration 31Q: 3 clusters Score -46170.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -46171.054688 Penalty: 2254.942383
	Iteration 32Q: 3 clusters Score -46171.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -46171.894531 Penalty: 2254.942383
	Iteration 33Q: 3 clusters Score -46171.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -46172.476562 Penalty: 2254.942383
	Iteration 34Q: 3 clusters Score -46172.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -46172.476562 Penalty: 2254.942383
	Iteration 35F: 3 clusters Score -46172.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 196117 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102750 members 
Mstep: Class 5 contains 9330 members 
Mstep: Class 6 contains 13685 members 
Mstep: Class 7 contains 14125 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 89881 members 
Mstep: Class 12 contains 2437 members 
Mstep: Class 13 contains 7564 members 
Mstep: Class 14 contains 5957 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 21996 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78527 members 
Mstep: Class 19 contains 31819 members 
Mstep: Class 20 contains 6467 members 
Mstep: Class 21 contains 2912 members 
Mstep: Class 22 contains 47859 members 
Mstep: Class 23 contains 7461 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7965 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28748 members 
Mstep: Class 29 contains 1666 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933480.000000 Penalty: 65686.531250
Iteration 119Q: 31 clusters Score -3.593348e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 196089 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102782 members 
Mstep: Class 5 contains 9330 members 
Mstep: Class 6 contains 13680 members 
Mstep: Class 7 contains 14126 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 89892 members 
Mstep: Class 12 contains 2437 members 
Mstep: Class 13 contains 7563 members 
Mstep: Class 14 contains 5957 members 
Mstep: Class 15 contains 1428 members 
Mstep: Class 16 contains 21996 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78521 members 
Mstep: Class 19 contains 31822 members 
Mstep: Class 20 contains 6467 members 
Mstep: Class 21 contains 2913 members 
Mstep: Class 22 contains 47859 members 
Mstep: Class 23 contains 7459 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7966 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28750 members 
Mstep: Class 29 contains 1666 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933472.000000 Penalty: 65686.531250
Iteration 120F: 31 clusters Score -3.593347e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 196067 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102811 members 
Mstep: Class 5 contains 9328 members 
Mstep: Class 6 contains 13677 members 
Mstep: Class 7 contains 14127 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 89893 members 
Mstep: Class 12 contains 2437 members 
Mstep: Class 13 contains 7561 members 
Mstep: Class 14 contains 5957 members 
Mstep: Class 15 contains 1425 members 
Mstep: Class 16 contains 21995 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78520 members 
Mstep: Class 19 contains 31820 members 
Mstep: Class 20 contains 6468 members 
Mstep: Class 21 contains 2913 members 
Mstep: Class 22 contains 47860 members 
Mstep: Class 23 contains 7461 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7966 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28751 members 
Mstep: Class 29 contains 1666 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933508.000000 Penalty: 65686.531250
Iteration 121Q: 31 clusters Score -3.593351e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 196046 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102841 members 
Mstep: Class 5 contains 9320 members 
Mstep: Class 6 contains 13674 members 
Mstep: Class 7 contains 14125 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 89896 members 
Mstep: Class 12 contains 2437 members 
Mstep: Class 13 contains 7561 members 
Mstep: Class 14 contains 5957 members 
Mstep: Class 15 contains 1421 members 
Mstep: Class 16 contains 21994 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78518 members 
Mstep: Class 19 contains 31821 members 
Mstep: Class 20 contains 6468 members 
Mstep: Class 21 contains 2913 members 
Mstep: Class 22 contains 47858 members 
Mstep: Class 23 contains 7464 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7966 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 5587 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1666 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933476.000000 Penalty: 65686.531250
Iteration 122Q: 31 clusters Score -3.593348e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 196030 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102864 members 
Mstep: Class 5 contains 9320 members 
Mstep: Class 6 contains 13672 members 
Mstep: Class 7 contains 14125 members 
Mstep: Class 8 contains 2615 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 89900 members 
Mstep: Class 12 contains 2437 members 
Mstep: Class 13 contains 7561 members 
Mstep: Class 14 contains 5958 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 21993 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78514 members 
Mstep: Class 19 contains 31821 members 
Mstep: Class 20 contains 6468 members 
Mstep: Class 21 contains 2913 members 
Mstep: Class 22 contains 47858 members 
Mstep: Class 23 contains 7463 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7967 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28753 members 
Mstep: Class 29 contains 1666 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933496.000000 Penalty: 65686.531250
Iteration 123Q: 31 clusters Score -3.59335e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 196021 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102878 members 
Mstep: Class 5 contains 9319 members 
Mstep: Class 6 contains 13668 members 
Mstep: Class 7 contains 14126 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 89901 members 
Mstep: Class 12 contains 2437 members 
Mstep: Class 13 contains 7561 members 
Mstep: Class 14 contains 5959 members 
Mstep: Class 15 contains 1415 members 
Mstep: Class 16 contains 21990 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78512 members 
Mstep: Class 19 contains 31820 members 
Mstep: Class 20 contains 6468 members 
Mstep: Class 21 contains 2913 members 
Mstep: Class 22 contains 47859 members 
Mstep: Class 23 contains 7463 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7969 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28755 members 
Mstep: Class 29 contains 1666 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933484.000000 Penalty: 65686.531250
Iteration 124Q: 31 clusters Score -3.593348e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 196011 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102889 members 
Mstep: Class 5 contains 9319 members 
Mstep: Class 6 contains 13665 members 
Mstep: Class 7 contains 14126 members 
Mstep: Class 8 contains 2615 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 89907 members 
Mstep: Class 12 contains 2437 members 
Mstep: Class 13 contains 7561 members 
Mstep: Class 14 contains 5958 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 21988 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78509 members 
Mstep: Class 19 contains 31820 members 
Mstep: Class 20 contains 6468 members 
Mstep: Class 21 contains 2913 members 
Mstep: Class 22 contains 47858 members 
Mstep: Class 23 contains 7463 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7969 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28756 members 
Mstep: Class 29 contains 1666 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933524.000000 Penalty: 65686.531250
Iteration 125Q: 31 clusters Score -3.593352e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 195993 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102907 members 
Mstep: Class 5 contains 9319 members 
Mstep: Class 6 contains 13660 members 
Mstep: Class 7 contains 14127 members 
Mstep: Class 8 contains 2616 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 89917 members 
Mstep: Class 12 contains 2437 members 
Mstep: Class 13 contains 7561 members 
Mstep: Class 14 contains 5958 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 21987 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78506 members 
Mstep: Class 19 contains 31820 members 
Mstep: Class 20 contains 6468 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 47859 members 
Mstep: Class 23 contains 7461 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7970 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28756 members 
Mstep: Class 29 contains 1666 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933532.000000 Penalty: 65686.531250
Iteration 126Q: 31 clusters Score -3.593353e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 195981 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102920 members 
Mstep: Class 5 contains 9316 members 
Mstep: Class 6 contains 13657 members 
Mstep: Class 7 contains 14129 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 89923 members 
Mstep: Class 12 contains 2437 members 
Mstep: Class 13 contains 7561 members 
Mstep: Class 14 contains 5958 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 21988 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78498 members 
Mstep: Class 19 contains 31822 members 
Mstep: Class 20 contains 6468 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 47858 members 
Mstep: Class 23 contains 7462 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7970 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28756 members 
Mstep: Class 29 contains 1666 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933544.000000 Penalty: 65686.531250
Iteration 127Q: 31 clusters Score -3.593354e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 195969 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102926 members 
Mstep: Class 5 contains 9318 members 
Mstep: Class 6 contains 13650 members 
Mstep: Class 7 contains 14131 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 89925 members 
Mstep: Class 12 contains 2437 members 
Mstep: Class 13 contains 7560 members 
Mstep: Class 14 contains 5958 members 
Mstep: Class 15 contains 1413 members 
Mstep: Class 16 contains 21988 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78497 members 
Mstep: Class 19 contains 31824 members 
Mstep: Class 20 contains 6467 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 47857 members 
Mstep: Class 23 contains 7464 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7970 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28755 members 
Mstep: Class 29 contains 1667 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933480.000000 Penalty: 65686.531250
Iteration 128Q: 31 clusters Score -3.593348e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 195955 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102939 members 
Mstep: Class 5 contains 9314 members 
Mstep: Class 6 contains 13645 members 
Mstep: Class 7 contains 14133 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 89929 members 
Mstep: Class 12 contains 2437 members 
Mstep: Class 13 contains 7558 members 
Mstep: Class 14 contains 5958 members 
Mstep: Class 15 contains 1414 members 
Mstep: Class 16 contains 21988 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78501 members 
Mstep: Class 19 contains 31824 members 
Mstep: Class 20 contains 6466 members 
Mstep: Class 21 contains 2914 members 
Mstep: Class 22 contains 47855 members 
Mstep: Class 23 contains 7463 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7970 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28754 members 
Mstep: Class 29 contains 1667 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933512.000000 Penalty: 65686.531250
Iteration 129Q: 31 clusters Score -3.593351e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 195946 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102951 members 
Mstep: Class 5 contains 9313 members 
Mstep: Class 6 contains 13641 members 
Mstep: Class 7 contains 14136 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 89933 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 7558 members 
Mstep: Class 14 contains 5958 members 
Mstep: Class 15 contains 1410 members 
Mstep: Class 16 contains 21988 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78501 members 
Mstep: Class 19 contains 31821 members 
Mstep: Class 20 contains 6464 members 
Mstep: Class 21 contains 2915 members 
Mstep: Class 22 contains 47854 members 
Mstep: Class 23 contains 7462 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7970 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28754 members 
Mstep: Class 29 contains 1667 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933488.000000 Penalty: 65686.531250
Iteration 130Q: 31 clusters Score -3.593349e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 195940 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102959 members 
Mstep: Class 5 contains 9310 members 
Mstep: Class 6 contains 13637 members 
Mstep: Class 7 contains 14137 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 89933 members 
Mstep: Class 12 contains 2439 members 
Mstep: Class 13 contains 7560 members 
Mstep: Class 14 contains 5958 members 
Mstep: Class 15 contains 1409 members 
Mstep: Class 16 contains 21989 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78500 members 
Mstep: Class 19 contains 31819 members 
Mstep: Class 20 contains 6462 members 
Mstep: Class 21 contains 2916 members 
Mstep: Class 22 contains 47852 members 
Mstep: Class 23 contains 7464 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7970 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28754 members 
Mstep: Class 29 contains 1667 members 
Mstep: Class 30 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933456.000000 Penalty: 65686.531250
Iteration 131Q: 31 clusters Score -3.593346e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 195933 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102968 members 
Mstep: Class 5 contains 9311 members 
Mstep: Class 6 contains 13636 members 
Mstep: Class 7 contains 14138 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 89934 members 
Mstep: Class 12 contains 2439 members 
Mstep: Class 13 contains 7562 members 
Mstep: Class 14 contains 5959 members 
Mstep: Class 15 contains 1407 members 
Mstep: Class 16 contains 21989 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78499 members 
Mstep: Class 19 contains 31817 members 
Mstep: Class 20 contains 6460 members 
Mstep: Class 21 contains 2916 members 
Mstep: Class 22 contains 47851 members 
Mstep: Class 23 contains 7463 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7970 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1667 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933456.000000 Penalty: 65686.531250
Iteration 132Q: 31 clusters Score -3.593346e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 195928 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102975 members 
Mstep: Class 5 contains 9312 members 
Mstep: Class 6 contains 13634 members 
Mstep: Class 7 contains 14139 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1845 members 
Mstep: Class 11 contains 89935 members 
Mstep: Class 12 contains 2439 members 
Mstep: Class 13 contains 7561 members 
Mstep: Class 14 contains 5960 members 
Mstep: Class 15 contains 1406 members 
Mstep: Class 16 contains 21988 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78500 members 
Mstep: Class 19 contains 31815 members 
Mstep: Class 20 contains 6461 members 
Mstep: Class 21 contains 2916 members 
Mstep: Class 22 contains 47851 members 
Mstep: Class 23 contains 7462 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7970 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28751 members 
Mstep: Class 29 contains 1667 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933508.000000 Penalty: 65686.531250
Iteration 133Q: 31 clusters Score -3.593351e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 195920 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102983 members 
Mstep: Class 5 contains 9314 members 
Mstep: Class 6 contains 13633 members 
Mstep: Class 7 contains 14142 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89933 members 
Mstep: Class 12 contains 2439 members 
Mstep: Class 13 contains 7560 members 
Mstep: Class 14 contains 5960 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 21987 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78501 members 
Mstep: Class 19 contains 31815 members 
Mstep: Class 20 contains 6461 members 
Mstep: Class 21 contains 2916 members 
Mstep: Class 22 contains 47852 members 
Mstep: Class 23 contains 7462 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7970 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28751 members 
Mstep: Class 29 contains 1668 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933488.000000 Penalty: 65686.531250
Iteration 134Q: 31 clusters Score -3.593349e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 195913 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 102996 members 
Mstep: Class 5 contains 9312 members 
Mstep: Class 6 contains 13632 members 
Mstep: Class 7 contains 14143 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 89932 members 
Mstep: Class 12 contains 2439 members 
Mstep: Class 13 contains 7559 members 
Mstep: Class 14 contains 5961 members 
Mstep: Class 15 contains 1400 members 
Mstep: Class 16 contains 21986 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78503 members 
Mstep: Class 19 contains 31813 members 
Mstep: Class 20 contains 6460 members 
Mstep: Class 21 contains 2916 members 
Mstep: Class 22 contains 47852 members 
Mstep: Class 23 contains 7462 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7970 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28751 members 
Mstep: Class 29 contains 1670 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933472.000000 Penalty: 65686.531250
Iteration 135Q: 31 clusters Score -3.593347e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 195905 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103013 members 
Mstep: Class 5 contains 9310 members 
Mstep: Class 6 contains 13628 members 
Mstep: Class 7 contains 14143 members 
Mstep: Class 8 contains 2622 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1843 members 
Mstep: Class 11 contains 89935 members 
Mstep: Class 12 contains 2439 members 
Mstep: Class 13 contains 7558 members 
Mstep: Class 14 contains 5962 members 
Mstep: Class 15 contains 1397 members 
Mstep: Class 16 contains 21985 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78498 members 
Mstep: Class 19 contains 31814 members 
Mstep: Class 20 contains 6458 members 
Mstep: Class 21 contains 2916 members 
Mstep: Class 22 contains 47853 members 
Mstep: Class 23 contains 7463 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7970 members 
Mstep: Class 26 contains 2148 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1672 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933468.000000 Penalty: 65686.531250
Iteration 136Q: 31 clusters Score -3.593347e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 195902 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103023 members 
Mstep: Class 5 contains 9311 members 
Mstep: Class 6 contains 13622 members 
Mstep: Class 7 contains 14145 members 
Mstep: Class 8 contains 2622 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1842 members 
Mstep: Class 11 contains 89935 members 
Mstep: Class 12 contains 2439 members 
Mstep: Class 13 contains 7557 members 
Mstep: Class 14 contains 5962 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 21985 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78495 members 
Mstep: Class 19 contains 31814 members 
Mstep: Class 20 contains 6456 members 
Mstep: Class 21 contains 2916 members 
Mstep: Class 22 contains 47855 members 
Mstep: Class 23 contains 7464 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7970 members 
Mstep: Class 26 contains 2148 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1675 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933448.000000 Penalty: 65686.531250
Iteration 137Q: 31 clusters Score -3.593345e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 195895 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103031 members 
Mstep: Class 5 contains 9312 members 
Mstep: Class 6 contains 13616 members 
Mstep: Class 7 contains 14146 members 
Mstep: Class 8 contains 2623 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1841 members 
Mstep: Class 11 contains 89941 members 
Mstep: Class 12 contains 2439 members 
Mstep: Class 13 contains 7557 members 
Mstep: Class 14 contains 5962 members 
Mstep: Class 15 contains 1397 members 
Mstep: Class 16 contains 21985 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78489 members 
Mstep: Class 19 contains 31811 members 
Mstep: Class 20 contains 6454 members 
Mstep: Class 21 contains 2916 members 
Mstep: Class 22 contains 47855 members 
Mstep: Class 23 contains 7464 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2148 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1677 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933480.000000 Penalty: 65686.531250
Iteration 138Q: 31 clusters Score -3.593348e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 195891 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103035 members 
Mstep: Class 5 contains 9311 members 
Mstep: Class 6 contains 13610 members 
Mstep: Class 7 contains 14147 members 
Mstep: Class 8 contains 2624 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1838 members 
Mstep: Class 11 contains 89949 members 
Mstep: Class 12 contains 2439 members 
Mstep: Class 13 contains 7557 members 
Mstep: Class 14 contains 5963 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 21985 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78489 members 
Mstep: Class 19 contains 31809 members 
Mstep: Class 20 contains 6452 members 
Mstep: Class 21 contains 2917 members 
Mstep: Class 22 contains 47856 members 
Mstep: Class 23 contains 7464 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7973 members 
Mstep: Class 26 contains 2148 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1679 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933440.000000 Penalty: 65686.531250
Iteration 139Q: 31 clusters Score -3.593344e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 195887 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103041 members 
Mstep: Class 5 contains 9313 members 
Mstep: Class 6 contains 13605 members 
Mstep: Class 7 contains 14147 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89954 members 
Mstep: Class 12 contains 2439 members 
Mstep: Class 13 contains 7557 members 
Mstep: Class 14 contains 5965 members 
Mstep: Class 15 contains 1393 members 
Mstep: Class 16 contains 21985 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78486 members 
Mstep: Class 19 contains 31807 members 
Mstep: Class 20 contains 6450 members 
Mstep: Class 21 contains 2917 members 
Mstep: Class 22 contains 47856 members 
Mstep: Class 23 contains 7464 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7974 members 
Mstep: Class 26 contains 2148 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1681 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933488.000000 Penalty: 65686.531250
Iteration 140F: 31 clusters Score -3.593349e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195879 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103052 members 
Mstep: Class 5 contains 9313 members 
Mstep: Class 6 contains 13606 members 
Mstep: Class 7 contains 14147 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89956 members 
Mstep: Class 12 contains 2439 members 
Mstep: Class 13 contains 7557 members 
Mstep: Class 14 contains 5966 members 
Mstep: Class 15 contains 1392 members 
Mstep: Class 16 contains 21985 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78483 members 
Mstep: Class 19 contains 31805 members 
Mstep: Class 20 contains 6447 members 
Mstep: Class 21 contains 2917 members 
Mstep: Class 22 contains 47855 members 
Mstep: Class 23 contains 7464 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2148 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1684 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933484.000000 Penalty: 65686.531250
Iteration 141Q: 31 clusters Score -3.593348e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195875 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103059 members 
Mstep: Class 5 contains 9313 members 
Mstep: Class 6 contains 13606 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89956 members 
Mstep: Class 12 contains 2439 members 
Mstep: Class 13 contains 7558 members 
Mstep: Class 14 contains 5966 members 
Mstep: Class 15 contains 1390 members 
Mstep: Class 16 contains 21985 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78481 members 
Mstep: Class 19 contains 31804 members 
Mstep: Class 20 contains 6444 members 
Mstep: Class 21 contains 2917 members 
Mstep: Class 22 contains 47855 members 
Mstep: Class 23 contains 7464 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2148 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933480.000000 Penalty: 65686.531250
Iteration 142Q: 31 clusters Score -3.593348e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195870 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103064 members 
Mstep: Class 5 contains 9315 members 
Mstep: Class 6 contains 13605 members 
Mstep: Class 7 contains 14147 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89958 members 
Mstep: Class 12 contains 2439 members 
Mstep: Class 13 contains 7558 members 
Mstep: Class 14 contains 5966 members 
Mstep: Class 15 contains 1388 members 
Mstep: Class 16 contains 21985 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78480 members 
Mstep: Class 19 contains 31805 members 
Mstep: Class 20 contains 6444 members 
Mstep: Class 21 contains 2917 members 
Mstep: Class 22 contains 47855 members 
Mstep: Class 23 contains 7464 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2148 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933484.000000 Penalty: 65686.531250
Iteration 143Q: 31 clusters Score -3.593348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195867 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103070 members 
Mstep: Class 5 contains 9313 members 
Mstep: Class 6 contains 13604 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89956 members 
Mstep: Class 12 contains 2439 members 
Mstep: Class 13 contains 7558 members 
Mstep: Class 14 contains 5966 members 
Mstep: Class 15 contains 1388 members 
Mstep: Class 16 contains 21985 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78481 members 
Mstep: Class 19 contains 31805 members 
Mstep: Class 20 contains 6444 members 
Mstep: Class 21 contains 2917 members 
Mstep: Class 22 contains 47855 members 
Mstep: Class 23 contains 7464 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2148 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933448.000000 Penalty: 65686.531250
Iteration 144Q: 31 clusters Score -3.593345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195862 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103073 members 
Mstep: Class 5 contains 9317 members 
Mstep: Class 6 contains 13602 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89955 members 
Mstep: Class 12 contains 2439 members 
Mstep: Class 13 contains 7558 members 
Mstep: Class 14 contains 5966 members 
Mstep: Class 15 contains 1390 members 
Mstep: Class 16 contains 21985 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78479 members 
Mstep: Class 19 contains 31805 members 
Mstep: Class 20 contains 6444 members 
Mstep: Class 21 contains 2917 members 
Mstep: Class 22 contains 47855 members 
Mstep: Class 23 contains 7464 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2148 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1687 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933436.000000 Penalty: 65686.531250
Iteration 145Q: 31 clusters Score -3.593344e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195857 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103079 members 
Mstep: Class 5 contains 9325 members 
Mstep: Class 6 contains 13598 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89953 members 
Mstep: Class 12 contains 2439 members 
Mstep: Class 13 contains 7558 members 
Mstep: Class 14 contains 5966 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 21986 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78473 members 
Mstep: Class 19 contains 31806 members 
Mstep: Class 20 contains 6445 members 
Mstep: Class 21 contains 2917 members 
Mstep: Class 22 contains 47855 members 
Mstep: Class 23 contains 7465 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2148 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1688 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933400.000000 Penalty: 65686.531250
Iteration 146Q: 31 clusters Score -3.59334e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195853 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103087 members 
Mstep: Class 5 contains 9324 members 
Mstep: Class 6 contains 13596 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 2627 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89952 members 
Mstep: Class 12 contains 2439 members 
Mstep: Class 13 contains 7558 members 
Mstep: Class 14 contains 5966 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 21986 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78470 members 
Mstep: Class 19 contains 31805 members 
Mstep: Class 20 contains 6445 members 
Mstep: Class 21 contains 2918 members 
Mstep: Class 22 contains 47855 members 
Mstep: Class 23 contains 7465 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2148 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933400.000000 Penalty: 65686.531250
Iteration 147Q: 31 clusters Score -3.59334e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195846 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103098 members 
Mstep: Class 5 contains 9325 members 
Mstep: Class 6 contains 13593 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 2628 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89953 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 7559 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 21986 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78465 members 
Mstep: Class 19 contains 31803 members 
Mstep: Class 20 contains 6445 members 
Mstep: Class 21 contains 2921 members 
Mstep: Class 22 contains 47855 members 
Mstep: Class 23 contains 7465 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2148 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933432.000000 Penalty: 65686.531250
Iteration 148Q: 31 clusters Score -3.593343e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195840 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103103 members 
Mstep: Class 5 contains 9332 members 
Mstep: Class 6 contains 13587 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 2630 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89954 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 7558 members 
Mstep: Class 14 contains 5967 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 21986 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78462 members 
Mstep: Class 19 contains 31802 members 
Mstep: Class 20 contains 6445 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 47855 members 
Mstep: Class 23 contains 7466 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2147 members 
Mstep: Class 27 contains 5584 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933468.000000 Penalty: 65686.531250
Iteration 149Q: 31 clusters Score -3.593347e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195843 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103108 members 
Mstep: Class 5 contains 9330 members 
Mstep: Class 6 contains 13581 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 2630 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89955 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 7559 members 
Mstep: Class 14 contains 5969 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 21986 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78460 members 
Mstep: Class 19 contains 31800 members 
Mstep: Class 20 contains 6444 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 47855 members 
Mstep: Class 23 contains 7466 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2147 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933460.000000 Penalty: 65686.531250
Iteration 150Q: 31 clusters Score -3.593346e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195838 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103110 members 
Mstep: Class 5 contains 9332 members 
Mstep: Class 6 contains 13578 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 2630 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89954 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 7560 members 
Mstep: Class 14 contains 5973 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 21987 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78459 members 
Mstep: Class 19 contains 31801 members 
Mstep: Class 20 contains 6443 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 47856 members 
Mstep: Class 23 contains 7466 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2146 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933460.000000 Penalty: 65686.531250
Iteration 151Q: 31 clusters Score -3.593346e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195836 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103116 members 
Mstep: Class 5 contains 9332 members 
Mstep: Class 6 contains 13577 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 2631 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89952 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 7560 members 
Mstep: Class 14 contains 5976 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 21987 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78458 members 
Mstep: Class 19 contains 31799 members 
Mstep: Class 20 contains 6442 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 47856 members 
Mstep: Class 23 contains 7466 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933468.000000 Penalty: 65686.531250
Iteration 152Q: 31 clusters Score -3.593347e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195830 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103119 members 
Mstep: Class 5 contains 9335 members 
Mstep: Class 6 contains 13576 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 2632 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89953 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 7560 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 21987 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78455 members 
Mstep: Class 19 contains 31800 members 
Mstep: Class 20 contains 6442 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 47856 members 
Mstep: Class 23 contains 7465 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 5585 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933492.000000 Penalty: 65686.531250
Iteration 153Q: 31 clusters Score -3.593349e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195825 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103127 members 
Mstep: Class 5 contains 9334 members 
Mstep: Class 6 contains 13576 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 2632 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89953 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 7561 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 21987 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78452 members 
Mstep: Class 19 contains 31798 members 
Mstep: Class 20 contains 6443 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 47856 members 
Mstep: Class 23 contains 7465 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933464.000000 Penalty: 65686.531250
Iteration 154Q: 31 clusters Score -3.593346e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195822 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103135 members 
Mstep: Class 5 contains 9332 members 
Mstep: Class 6 contains 13576 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 2633 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89952 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 7559 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 21987 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78449 members 
Mstep: Class 19 contains 31800 members 
Mstep: Class 20 contains 6443 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 47856 members 
Mstep: Class 23 contains 7465 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933456.000000 Penalty: 65686.531250
Iteration 155Q: 31 clusters Score -3.593346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195819 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103143 members 
Mstep: Class 5 contains 9332 members 
Mstep: Class 6 contains 13576 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 2633 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89952 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 7559 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 21987 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78444 members 
Mstep: Class 19 contains 31800 members 
Mstep: Class 20 contains 6443 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 47856 members 
Mstep: Class 23 contains 7465 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933456.000000 Penalty: 65686.531250
Iteration 156Q: 31 clusters Score -3.593346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195819 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103148 members 
Mstep: Class 5 contains 9332 members 
Mstep: Class 6 contains 13576 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 2633 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89951 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 7560 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 21987 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78439 members 
Mstep: Class 19 contains 31800 members 
Mstep: Class 20 contains 6443 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 47856 members 
Mstep: Class 23 contains 7465 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933468.000000 Penalty: 65686.531250
Iteration 157Q: 31 clusters Score -3.593347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195818 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103155 members 
Mstep: Class 5 contains 9332 members 
Mstep: Class 6 contains 13576 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 2633 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89950 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 7559 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 21987 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78435 members 
Mstep: Class 19 contains 31800 members 
Mstep: Class 20 contains 6443 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 47856 members 
Mstep: Class 23 contains 7465 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933492.000000 Penalty: 65686.531250
Iteration 158Q: 31 clusters Score -3.593349e+07 nChanged 5
Entering ConstructFrom: 
Score: -35933492.000000 Penalty: 65686.531250
Entering ConstructFrom: 
Trying to split cluster 1 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -56150.121094 Penalty: 1153.486084
	Iteration 0F: 2 clusters Score -56150.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -54576.609375 Penalty: 2306.972168
	Iteration 0F: 3 clusters Score -54576.61 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -54818.718750 Penalty: 2306.972168
	Iteration 1F: 3 clusters Score -54818.72 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -54879.871094 Penalty: 2306.972168
	Iteration 2F: 3 clusters Score -54879.87 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -54912.144531 Penalty: 2306.972168
	Iteration 3Q: 3 clusters Score -54912.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -54931.125000 Penalty: 2306.972168
	Iteration 4Q: 3 clusters Score -54931.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -54945.246094 Penalty: 2306.972168
	Iteration 5Q: 3 clusters Score -54945.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -54955.914062 Penalty: 2306.972168
	Iteration 6Q: 3 clusters Score -54955.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -54966.917969 Penalty: 2306.972168
	Iteration 7Q: 3 clusters Score -54966.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -54969.847656 Penalty: 2306.972168
	Iteration 8Q: 3 clusters Score -54969.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -54971.429688 Penalty: 2306.972168
	Iteration 9Q: 3 clusters Score -54971.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -54973.152344 Penalty: 2306.972168
	Iteration 10Q: 3 clusters Score -54973.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -54974.566406 Penalty: 2306.972168
	Iteration 11Q: 3 clusters Score -54974.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -54976.582031 Penalty: 2306.972168
	Iteration 12Q: 3 clusters Score -54976.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -54980.441406 Penalty: 2306.972168
	Iteration 13Q: 3 clusters Score -54980.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -54982.929688 Penalty: 2306.972168
	Iteration 14Q: 3 clusters Score -54982.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -54985.023438 Penalty: 2306.972168
	Iteration 15Q: 3 clusters Score -54985.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -54985.511719 Penalty: 2306.972168
	Iteration 16Q: 3 clusters Score -54985.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -54985.511719 Penalty: 2306.972168
	Iteration 17F: 3 clusters Score -54985.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (195817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195817 members 
Entering Unmasked Estep 
Score: -10580223.000000 Penalty: 1980.052002
	Iteration 0F: 2 clusters Score -1.058022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97863 members 
Mstep: Class 2 contains 97954 members 
Entering Unmasked Estep 
Score: -10448325.000000 Penalty: 3960.104004
	Iteration 0F: 3 clusters Score -1.044832e+07 nChanged 94844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99549 members 
Mstep: Class 2 contains 96268 members 
Entering Unmasked Estep 
Score: -10505561.000000 Penalty: 3960.104004
	Iteration 1F: 3 clusters Score -1.050556e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101534 members 
Mstep: Class 2 contains 94283 members 
Entering Unmasked Estep 
Score: -10508524.000000 Penalty: 3960.104004
	Iteration 2Q: 3 clusters Score -1.050852e+07 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104981 members 
Mstep: Class 2 contains 90836 members 
Entering Unmasked Estep 
Score: -10513619.000000 Penalty: 3960.104004
	Iteration 3F: 3 clusters Score -1.051362e+07 nChanged 12763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110358 members 
Mstep: Class 2 contains 85459 members 
Entering Unmasked Estep 
Score: -10521796.000000 Penalty: 3960.104004
	Iteration 4F: 3 clusters Score -1.05218e+07 nChanged 14828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117700 members 
Mstep: Class 2 contains 78117 members 
Entering Unmasked Estep 
Score: -10531912.000000 Penalty: 3960.104004
	Iteration 5F: 3 clusters Score -1.053191e+07 nChanged 14948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126078 members 
Mstep: Class 2 contains 69739 members 
Entering Unmasked Estep 
Score: -10543182.000000 Penalty: 3960.104004
	Iteration 6F: 3 clusters Score -1.054318e+07 nChanged 12779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133983 members 
Mstep: Class 2 contains 61834 members 
Entering Unmasked Estep 
Score: -10553985.000000 Penalty: 3960.104004
	Iteration 7F: 3 clusters Score -1.055398e+07 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140102 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -10561856.000000 Penalty: 3960.104004
	Iteration 8Q: 3 clusters Score -1.056186e+07 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144550 members 
Mstep: Class 2 contains 51267 members 
Entering Unmasked Estep 
Score: -10565547.000000 Penalty: 3960.104004
	Iteration 9Q: 3 clusters Score -1.056555e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148349 members 
Mstep: Class 2 contains 47468 members 
Entering Unmasked Estep 
Score: -10567388.000000 Penalty: 3960.104004
	Iteration 10Q: 3 clusters Score -1.056739e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151684 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -10568894.000000 Penalty: 3960.104004
	Iteration 11Q: 3 clusters Score -1.056889e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154790 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -10570099.000000 Penalty: 3960.104004
	Iteration 12Q: 3 clusters Score -1.05701e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157547 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -10571073.000000 Penalty: 3960.104004
	Iteration 13Q: 3 clusters Score -1.057107e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160048 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -10571845.000000 Penalty: 3960.104004
	Iteration 14Q: 3 clusters Score -1.057184e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162266 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -10572490.000000 Penalty: 3960.104004
	Iteration 15Q: 3 clusters Score -1.057249e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164301 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -10573207.000000 Penalty: 3960.104004
	Iteration 16Q: 3 clusters Score -1.057321e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166134 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -10573715.000000 Penalty: 3960.104004
	Iteration 17Q: 3 clusters Score -1.057372e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167827 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -10574186.000000 Penalty: 3960.104004
	Iteration 18Q: 3 clusters Score -1.057419e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169341 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -10574640.000000 Penalty: 3960.104004
	Iteration 19Q: 3 clusters Score -1.057464e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170755 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -10575025.000000 Penalty: 3960.104004
	Iteration 20F: 3 clusters Score -1.057502e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172036 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -10575318.000000 Penalty: 3960.104004
	Iteration 21Q: 3 clusters Score -1.057532e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173282 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -10575685.000000 Penalty: 3960.104004
	Iteration 22Q: 3 clusters Score -1.057568e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174371 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -10575991.000000 Penalty: 3960.104004
	Iteration 23Q: 3 clusters Score -1.057599e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175320 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -10576296.000000 Penalty: 3960.104004
	Iteration 24Q: 3 clusters Score -1.05763e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176230 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -10576467.000000 Penalty: 3960.104004
	Iteration 25Q: 3 clusters Score -1.057647e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177048 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -10576688.000000 Penalty: 3960.104004
	Iteration 26Q: 3 clusters Score -1.057669e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177803 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -10576930.000000 Penalty: 3960.104004
	Iteration 27Q: 3 clusters Score -1.057693e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178524 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -10577077.000000 Penalty: 3960.104004
	Iteration 28Q: 3 clusters Score -1.057708e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179138 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -10577206.000000 Penalty: 3960.104004
	Iteration 29Q: 3 clusters Score -1.057721e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179659 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -10577331.000000 Penalty: 3960.104004
	Iteration 30Q: 3 clusters Score -1.057733e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180152 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -10577438.000000 Penalty: 3960.104004
	Iteration 31Q: 3 clusters Score -1.057744e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180605 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -10577485.000000 Penalty: 3960.104004
	Iteration 32Q: 3 clusters Score -1.057748e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181022 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -10577510.000000 Penalty: 3960.104004
	Iteration 33Q: 3 clusters Score -1.057751e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181408 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -10577591.000000 Penalty: 3960.104004
	Iteration 34Q: 3 clusters Score -1.057759e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181766 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -10577653.000000 Penalty: 3960.104004
	Iteration 35Q: 3 clusters Score -1.057765e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182118 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -10577730.000000 Penalty: 3960.104004
	Iteration 36Q: 3 clusters Score -1.057773e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182415 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -10577749.000000 Penalty: 3960.104004
	Iteration 37Q: 3 clusters Score -1.057775e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182695 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -10577785.000000 Penalty: 3960.104004
	Iteration 38Q: 3 clusters Score -1.057778e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182937 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -10577783.000000 Penalty: 3960.104004
	Iteration 39Q: 3 clusters Score -1.057778e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183171 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -10577792.000000 Penalty: 3960.104004
	Iteration 40F: 3 clusters Score -1.057779e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183393 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -10577806.000000 Penalty: 3960.104004
	Iteration 41Q: 3 clusters Score -1.057781e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183581 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -10577800.000000 Penalty: 3960.104004
	Iteration 42Q: 3 clusters Score -1.05778e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183754 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -10577813.000000 Penalty: 3960.104004
	Iteration 43Q: 3 clusters Score -1.057781e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183916 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -10577858.000000 Penalty: 3960.104004
	Iteration 44Q: 3 clusters Score -1.057786e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184074 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -10577879.000000 Penalty: 3960.104004
	Iteration 45Q: 3 clusters Score -1.057788e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184240 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -10577898.000000 Penalty: 3960.104004
	Iteration 46Q: 3 clusters Score -1.05779e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184398 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -10577909.000000 Penalty: 3960.104004
	Iteration 47Q: 3 clusters Score -1.057791e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184566 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -10577924.000000 Penalty: 3960.104004
	Iteration 48Q: 3 clusters Score -1.057792e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184730 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -10577897.000000 Penalty: 3960.104004
	Iteration 49Q: 3 clusters Score -1.05779e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184882 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -10577911.000000 Penalty: 3960.104004
	Iteration 50Q: 3 clusters Score -1.057791e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185049 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -10577957.000000 Penalty: 3960.104004
	Iteration 51Q: 3 clusters Score -1.057796e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185224 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -10577945.000000 Penalty: 3960.104004
	Iteration 52Q: 3 clusters Score -1.057794e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185390 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -10577968.000000 Penalty: 3960.104004
	Iteration 53Q: 3 clusters Score -1.057797e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185557 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -10578021.000000 Penalty: 3960.104004
	Iteration 54Q: 3 clusters Score -1.057802e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185714 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -10578034.000000 Penalty: 3960.104004
	Iteration 55Q: 3 clusters Score -1.057803e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185893 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -10578051.000000 Penalty: 3960.104004
	Iteration 56Q: 3 clusters Score -1.057805e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186067 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -10578081.000000 Penalty: 3960.104004
	Iteration 57Q: 3 clusters Score -1.057808e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186256 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -10578119.000000 Penalty: 3960.104004
	Iteration 58Q: 3 clusters Score -1.057812e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186448 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -10578132.000000 Penalty: 3960.104004
	Iteration 59Q: 3 clusters Score -1.057813e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186618 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -10578141.000000 Penalty: 3960.104004
	Iteration 60F: 3 clusters Score -1.057814e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186811 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -10578177.000000 Penalty: 3960.104004
	Iteration 61Q: 3 clusters Score -1.057818e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187004 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -10578142.000000 Penalty: 3960.104004
	Iteration 62Q: 3 clusters Score -1.057814e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187184 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -10578187.000000 Penalty: 3960.104004
	Iteration 63Q: 3 clusters Score -1.057819e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187376 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -10578203.000000 Penalty: 3960.104004
	Iteration 64Q: 3 clusters Score -1.05782e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187574 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -10578246.000000 Penalty: 3960.104004
	Iteration 65Q: 3 clusters Score -1.057825e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187740 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -10578262.000000 Penalty: 3960.104004
	Iteration 66Q: 3 clusters Score -1.057826e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187918 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -10578289.000000 Penalty: 3960.104004
	Iteration 67Q: 3 clusters Score -1.057829e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188113 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -10578282.000000 Penalty: 3960.104004
	Iteration 68Q: 3 clusters Score -1.057828e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188293 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -10578317.000000 Penalty: 3960.104004
	Iteration 69Q: 3 clusters Score -1.057832e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188480 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -10578319.000000 Penalty: 3960.104004
	Iteration 70Q: 3 clusters Score -1.057832e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188673 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -10578350.000000 Penalty: 3960.104004
	Iteration 71Q: 3 clusters Score -1.057835e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188869 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -10578404.000000 Penalty: 3960.104004
	Iteration 72Q: 3 clusters Score -1.05784e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189057 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -10578452.000000 Penalty: 3960.104004
	Iteration 73Q: 3 clusters Score -1.057845e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189260 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -10578472.000000 Penalty: 3960.104004
	Iteration 74Q: 3 clusters Score -1.057847e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189482 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -10578556.000000 Penalty: 3960.104004
	Iteration 75Q: 3 clusters Score -1.057856e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189712 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -10578622.000000 Penalty: 3960.104004
	Iteration 76Q: 3 clusters Score -1.057862e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189937 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -10578650.000000 Penalty: 3960.104004
	Iteration 77Q: 3 clusters Score -1.057865e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190154 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -10578720.000000 Penalty: 3960.104004
	Iteration 78Q: 3 clusters Score -1.057872e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190402 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -10578754.000000 Penalty: 3960.104004
	Iteration 79Q: 3 clusters Score -1.057875e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190603 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -10578836.000000 Penalty: 3960.104004
	Iteration 80F: 3 clusters Score -1.057884e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190790 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -10578857.000000 Penalty: 3960.104004
	Iteration 81Q: 3 clusters Score -1.057886e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190974 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -10578915.000000 Penalty: 3960.104004
	Iteration 82Q: 3 clusters Score -1.057892e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191147 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -10578979.000000 Penalty: 3960.104004
	Iteration 83Q: 3 clusters Score -1.057898e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191307 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -10579025.000000 Penalty: 3960.104004
	Iteration 84Q: 3 clusters Score -1.057902e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191463 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -10579042.000000 Penalty: 3960.104004
	Iteration 85Q: 3 clusters Score -1.057904e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191613 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -10579093.000000 Penalty: 3960.104004
	Iteration 86Q: 3 clusters Score -1.057909e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191747 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -10579142.000000 Penalty: 3960.104004
	Iteration 87Q: 3 clusters Score -1.057914e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191869 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -10579169.000000 Penalty: 3960.104004
	Iteration 88Q: 3 clusters Score -1.057917e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191977 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -10579186.000000 Penalty: 3960.104004
	Iteration 89Q: 3 clusters Score -1.057919e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192054 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -10579261.000000 Penalty: 3960.104004
	Iteration 90Q: 3 clusters Score -1.057926e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192117 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -10579269.000000 Penalty: 3960.104004
	Iteration 91Q: 3 clusters Score -1.057927e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192189 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -10579283.000000 Penalty: 3960.104004
	Iteration 92Q: 3 clusters Score -1.057928e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192245 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -10579308.000000 Penalty: 3960.104004
	Iteration 93Q: 3 clusters Score -1.057931e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192300 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -10579344.000000 Penalty: 3960.104004
	Iteration 94Q: 3 clusters Score -1.057934e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192336 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -10579376.000000 Penalty: 3960.104004
	Iteration 95Q: 3 clusters Score -1.057938e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192377 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -10579395.000000 Penalty: 3960.104004
	Iteration 96Q: 3 clusters Score -1.05794e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192407 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -10579394.000000 Penalty: 3960.104004
	Iteration 97Q: 3 clusters Score -1.057939e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192427 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -10579404.000000 Penalty: 3960.104004
	Iteration 98Q: 3 clusters Score -1.05794e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192452 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -10579444.000000 Penalty: 3960.104004
	Iteration 99Q: 3 clusters Score -1.057944e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192491 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -10579468.000000 Penalty: 3960.104004
	Iteration 100F: 3 clusters Score -1.057947e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192524 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -10579516.000000 Penalty: 3960.104004
	Iteration 101Q: 3 clusters Score -1.057952e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192555 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -10579525.000000 Penalty: 3960.104004
	Iteration 102Q: 3 clusters Score -1.057952e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192576 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -10579552.000000 Penalty: 3960.104004
	Iteration 103Q: 3 clusters Score -1.057955e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192589 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -10579547.000000 Penalty: 3960.104004
	Iteration 104Q: 3 clusters Score -1.057955e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192603 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -10579555.000000 Penalty: 3960.104004
	Iteration 105Q: 3 clusters Score -1.057956e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192632 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -10579555.000000 Penalty: 3960.104004
	Iteration 106Q: 3 clusters Score -1.057956e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192659 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -10579587.000000 Penalty: 3960.104004
	Iteration 107Q: 3 clusters Score -1.057959e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192686 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -10579601.000000 Penalty: 3960.104004
	Iteration 108Q: 3 clusters Score -1.05796e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192706 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -10579627.000000 Penalty: 3960.104004
	Iteration 109Q: 3 clusters Score -1.057963e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192720 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -10579647.000000 Penalty: 3960.104004
	Iteration 110Q: 3 clusters Score -1.057965e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192725 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -10579658.000000 Penalty: 3960.104004
	Iteration 111Q: 3 clusters Score -1.057966e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192718 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -10579673.000000 Penalty: 3960.104004
	Iteration 112Q: 3 clusters Score -1.057967e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192722 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -10579665.000000 Penalty: 3960.104004
	Iteration 113Q: 3 clusters Score -1.057966e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192728 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -10579661.000000 Penalty: 3960.104004
	Iteration 114Q: 3 clusters Score -1.057966e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192742 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -10579658.000000 Penalty: 3960.104004
	Iteration 115Q: 3 clusters Score -1.057966e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192760 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -10579637.000000 Penalty: 3960.104004
	Iteration 116Q: 3 clusters Score -1.057964e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192768 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -10579641.000000 Penalty: 3960.104004
	Iteration 117Q: 3 clusters Score -1.057964e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192767 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -10579648.000000 Penalty: 3960.104004
	Iteration 118Q: 3 clusters Score -1.057965e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192766 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -10579656.000000 Penalty: 3960.104004
	Iteration 119Q: 3 clusters Score -1.057966e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192765 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -10579650.000000 Penalty: 3960.104004
	Iteration 120F: 3 clusters Score -1.057965e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192760 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -10579640.000000 Penalty: 3960.104004
	Iteration 121Q: 3 clusters Score -1.057964e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192762 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -10579640.000000 Penalty: 3960.104004
	Iteration 122Q: 3 clusters Score -1.057964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192762 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -10579635.000000 Penalty: 3960.104004
	Iteration 123Q: 3 clusters Score -1.057964e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192774 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -10579648.000000 Penalty: 3960.104004
	Iteration 124Q: 3 clusters Score -1.057965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192780 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -10579646.000000 Penalty: 3960.104004
	Iteration 125Q: 3 clusters Score -1.057965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192783 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -10579647.000000 Penalty: 3960.104004
	Iteration 126Q: 3 clusters Score -1.057965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192785 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -10579647.000000 Penalty: 3960.104004
	Iteration 127Q: 3 clusters Score -1.057965e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192787 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -10579658.000000 Penalty: 3960.104004
	Iteration 128Q: 3 clusters Score -1.057966e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192783 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -10579650.000000 Penalty: 3960.104004
	Iteration 129Q: 3 clusters Score -1.057965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192781 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -10579646.000000 Penalty: 3960.104004
	Iteration 130Q: 3 clusters Score -1.057965e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192776 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -10579635.000000 Penalty: 3960.104004
	Iteration 131Q: 3 clusters Score -1.057964e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192779 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -10579644.000000 Penalty: 3960.104004
	Iteration 132Q: 3 clusters Score -1.057964e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192780 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -10579638.000000 Penalty: 3960.104004
	Iteration 133Q: 3 clusters Score -1.057964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192778 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -10579641.000000 Penalty: 3960.104004
	Iteration 134Q: 3 clusters Score -1.057964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192770 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -10579649.000000 Penalty: 3960.104004
	Iteration 135Q: 3 clusters Score -1.057965e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192768 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -10579669.000000 Penalty: 3960.104004
	Iteration 136Q: 3 clusters Score -1.057967e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192764 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -10579665.000000 Penalty: 3960.104004
	Iteration 137Q: 3 clusters Score -1.057966e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192767 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -10579675.000000 Penalty: 3960.104004
	Iteration 138Q: 3 clusters Score -1.057968e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192773 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -10579681.000000 Penalty: 3960.104004
	Iteration 139Q: 3 clusters Score -1.057968e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192778 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -10579686.000000 Penalty: 3960.104004
	Iteration 140F: 3 clusters Score -1.057969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192779 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -10579698.000000 Penalty: 3960.104004
	Iteration 141Q: 3 clusters Score -1.05797e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192788 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -10579698.000000 Penalty: 3960.104004
	Iteration 142Q: 3 clusters Score -1.05797e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192797 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -10579689.000000 Penalty: 3960.104004
	Iteration 143Q: 3 clusters Score -1.057969e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192801 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -10579697.000000 Penalty: 3960.104004
	Iteration 144Q: 3 clusters Score -1.05797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192799 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -10579685.000000 Penalty: 3960.104004
	Iteration 145Q: 3 clusters Score -1.057968e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192798 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -10579693.000000 Penalty: 3960.104004
	Iteration 146Q: 3 clusters Score -1.057969e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192800 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -10579696.000000 Penalty: 3960.104004
	Iteration 147Q: 3 clusters Score -1.05797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192800 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -10579700.000000 Penalty: 3960.104004
	Iteration 148Q: 3 clusters Score -1.05797e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192802 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -10579697.000000 Penalty: 3960.104004
	Iteration 149Q: 3 clusters Score -1.05797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192805 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -10579709.000000 Penalty: 3960.104004
	Iteration 150Q: 3 clusters Score -1.057971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192809 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -10579703.000000 Penalty: 3960.104004
	Iteration 151Q: 3 clusters Score -1.05797e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192815 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -10579686.000000 Penalty: 3960.104004
	Iteration 152Q: 3 clusters Score -1.057969e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192814 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -10579679.000000 Penalty: 3960.104004
	Iteration 153Q: 3 clusters Score -1.057968e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192814 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -10579688.000000 Penalty: 3960.104004
	Iteration 154Q: 3 clusters Score -1.057969e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192817 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -10579695.000000 Penalty: 3960.104004
	Iteration 155Q: 3 clusters Score -1.05797e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192821 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -10579697.000000 Penalty: 3960.104004
	Iteration 156Q: 3 clusters Score -1.05797e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192822 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -10579700.000000 Penalty: 3960.104004
	Iteration 157Q: 3 clusters Score -1.05797e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192822 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -10579706.000000 Penalty: 3960.104004
	Iteration 158Q: 3 clusters Score -1.057971e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192827 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -10579706.000000 Penalty: 3960.104004
	Iteration 159Q: 3 clusters Score -1.057971e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192830 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -10579705.000000 Penalty: 3960.104004
	Iteration 160F: 3 clusters Score -1.05797e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192830 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -10579705.000000 Penalty: 3960.104004
	Iteration 161Q: 3 clusters Score -1.05797e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192821 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -10579694.000000 Penalty: 3960.104004
	Iteration 162Q: 3 clusters Score -1.057969e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192809 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -10579693.000000 Penalty: 3960.104004
	Iteration 163Q: 3 clusters Score -1.057969e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192808 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -10579679.000000 Penalty: 3960.104004
	Iteration 164Q: 3 clusters Score -1.057968e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192810 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -10579669.000000 Penalty: 3960.104004
	Iteration 165Q: 3 clusters Score -1.057967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192810 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -10579670.000000 Penalty: 3960.104004
	Iteration 166Q: 3 clusters Score -1.057967e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192804 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -10579676.000000 Penalty: 3960.104004
	Iteration 167Q: 3 clusters Score -1.057968e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192802 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -10579675.000000 Penalty: 3960.104004
	Iteration 168Q: 3 clusters Score -1.057968e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192798 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -10579697.000000 Penalty: 3960.104004
	Iteration 169Q: 3 clusters Score -1.05797e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192792 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -10579705.000000 Penalty: 3960.104004
	Iteration 170Q: 3 clusters Score -1.05797e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192785 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -10579725.000000 Penalty: 3960.104004
	Iteration 171Q: 3 clusters Score -1.057972e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192774 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -10579716.000000 Penalty: 3960.104004
	Iteration 172Q: 3 clusters Score -1.057972e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192767 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -10579718.000000 Penalty: 3960.104004
	Iteration 173Q: 3 clusters Score -1.057972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192758 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -10579718.000000 Penalty: 3960.104004
	Iteration 174Q: 3 clusters Score -1.057972e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192748 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -10579721.000000 Penalty: 3960.104004
	Iteration 175Q: 3 clusters Score -1.057972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192746 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -10579726.000000 Penalty: 3960.104004
	Iteration 176Q: 3 clusters Score -1.057973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192742 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -10579730.000000 Penalty: 3960.104004
	Iteration 177Q: 3 clusters Score -1.057973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192740 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -10579739.000000 Penalty: 3960.104004
	Iteration 178Q: 3 clusters Score -1.057974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192737 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -10579736.000000 Penalty: 3960.104004
	Iteration 179Q: 3 clusters Score -1.057974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192738 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -10579744.000000 Penalty: 3960.104004
	Iteration 180F: 3 clusters Score -1.057974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192741 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -10579740.000000 Penalty: 3960.104004
	Iteration 181Q: 3 clusters Score -1.057974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192743 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -10579730.000000 Penalty: 3960.104004
	Iteration 182Q: 3 clusters Score -1.057973e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192745 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -10579744.000000 Penalty: 3960.104004
	Iteration 183Q: 3 clusters Score -1.057974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192745 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -10579745.000000 Penalty: 3960.104004
	Iteration 184Q: 3 clusters Score -1.057974e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192742 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -10579741.000000 Penalty: 3960.104004
	Iteration 185Q: 3 clusters Score -1.057974e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192744 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -10579752.000000 Penalty: 3960.104004
	Iteration 186Q: 3 clusters Score -1.057975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192741 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -10579762.000000 Penalty: 3960.104004
	Iteration 187Q: 3 clusters Score -1.057976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192745 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -10579772.000000 Penalty: 3960.104004
	Iteration 188Q: 3 clusters Score -1.057977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192748 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -10579760.000000 Penalty: 3960.104004
	Iteration 189Q: 3 clusters Score -1.057976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192752 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -10579769.000000 Penalty: 3960.104004
	Iteration 190Q: 3 clusters Score -1.057977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192753 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -10579767.000000 Penalty: 3960.104004
	Iteration 191Q: 3 clusters Score -1.057977e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192760 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -10579755.000000 Penalty: 3960.104004
	Iteration 192Q: 3 clusters Score -1.057976e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192763 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -10579755.000000 Penalty: 3960.104004
	Iteration 193Q: 3 clusters Score -1.057976e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192766 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -10579759.000000 Penalty: 3960.104004
	Iteration 194Q: 3 clusters Score -1.057976e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192760 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -10579765.000000 Penalty: 3960.104004
	Iteration 195Q: 3 clusters Score -1.057976e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192759 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -10579753.000000 Penalty: 3960.104004
	Iteration 196Q: 3 clusters Score -1.057975e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192757 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -10579749.000000 Penalty: 3960.104004
	Iteration 197Q: 3 clusters Score -1.057975e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192754 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -10579755.000000 Penalty: 3960.104004
	Iteration 198Q: 3 clusters Score -1.057976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192753 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -10579752.000000 Penalty: 3960.104004
	Iteration 199Q: 3 clusters Score -1.057975e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192753 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -10579746.000000 Penalty: 3960.104004
	Iteration 200F: 3 clusters Score -1.057975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192752 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -10579756.000000 Penalty: 3960.104004
	Iteration 201Q: 3 clusters Score -1.057976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192752 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -10579760.000000 Penalty: 3960.104004
	Iteration 202Q: 3 clusters Score -1.057976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192748 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -10579769.000000 Penalty: 3960.104004
	Iteration 203Q: 3 clusters Score -1.057977e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192748 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -10579751.000000 Penalty: 3960.104004
	Iteration 204Q: 3 clusters Score -1.057975e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192743 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -10579767.000000 Penalty: 3960.104004
	Iteration 205Q: 3 clusters Score -1.057977e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192735 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -10579766.000000 Penalty: 3960.104004
	Iteration 206Q: 3 clusters Score -1.057977e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192724 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -10579777.000000 Penalty: 3960.104004
	Iteration 207Q: 3 clusters Score -1.057978e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192719 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -10579785.000000 Penalty: 3960.104004
	Iteration 208Q: 3 clusters Score -1.057978e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192713 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -10579788.000000 Penalty: 3960.104004
	Iteration 209Q: 3 clusters Score -1.057979e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192703 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -10579800.000000 Penalty: 3960.104004
	Iteration 210Q: 3 clusters Score -1.05798e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192687 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -10579801.000000 Penalty: 3960.104004
	Iteration 211Q: 3 clusters Score -1.05798e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192679 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -10579794.000000 Penalty: 3960.104004
	Iteration 212Q: 3 clusters Score -1.057979e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192678 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -10579791.000000 Penalty: 3960.104004
	Iteration 213Q: 3 clusters Score -1.057979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192668 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -10579795.000000 Penalty: 3960.104004
	Iteration 214Q: 3 clusters Score -1.05798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192663 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -10579802.000000 Penalty: 3960.104004
	Iteration 215Q: 3 clusters Score -1.05798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192660 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -10579795.000000 Penalty: 3960.104004
	Iteration 216Q: 3 clusters Score -1.05798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192661 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -10579795.000000 Penalty: 3960.104004
	Iteration 217Q: 3 clusters Score -1.05798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192660 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -10579795.000000 Penalty: 3960.104004
	Iteration 218Q: 3 clusters Score -1.05798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192658 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -10579797.000000 Penalty: 3960.104004
	Iteration 219Q: 3 clusters Score -1.05798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192653 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -10579802.000000 Penalty: 3960.104004
	Iteration 220F: 3 clusters Score -1.05798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192650 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -10579799.000000 Penalty: 3960.104004
	Iteration 221Q: 3 clusters Score -1.05798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192648 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -10579809.000000 Penalty: 3960.104004
	Iteration 222Q: 3 clusters Score -1.057981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192643 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -10579808.000000 Penalty: 3960.104004
	Iteration 223Q: 3 clusters Score -1.057981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192639 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -10579809.000000 Penalty: 3960.104004
	Iteration 224Q: 3 clusters Score -1.057981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192637 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -10579808.000000 Penalty: 3960.104004
	Iteration 225Q: 3 clusters Score -1.057981e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192634 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -10579812.000000 Penalty: 3960.104004
	Iteration 226Q: 3 clusters Score -1.057981e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192633 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -10579802.000000 Penalty: 3960.104004
	Iteration 227Q: 3 clusters Score -1.05798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192631 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -10579807.000000 Penalty: 3960.104004
	Iteration 228Q: 3 clusters Score -1.057981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192628 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -10579807.000000 Penalty: 3960.104004
	Iteration 229Q: 3 clusters Score -1.057981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192621 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -10579810.000000 Penalty: 3960.104004
	Iteration 230Q: 3 clusters Score -1.057981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192615 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -10579810.000000 Penalty: 3960.104004
	Iteration 231Q: 3 clusters Score -1.057981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192613 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -10579812.000000 Penalty: 3960.104004
	Iteration 232Q: 3 clusters Score -1.057981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192609 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -10579812.000000 Penalty: 3960.104004
	Iteration 233Q: 3 clusters Score -1.057981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192608 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -10579816.000000 Penalty: 3960.104004
	Iteration 234Q: 3 clusters Score -1.057982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192609 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -10579812.000000 Penalty: 3960.104004
	Iteration 235Q: 3 clusters Score -1.057981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192610 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -10579818.000000 Penalty: 3960.104004
	Iteration 236Q: 3 clusters Score -1.057982e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192610 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -10579818.000000 Penalty: 3960.104004
	Iteration 237F: 3 clusters Score -1.057982e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Entering Unmasked Estep 
Score: -401570.437500 Penalty: 1457.136597
	Iteration 0F: 2 clusters Score -401570.4 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 3903 members 
Entering Unmasked Estep 
Score: -395911.281250 Penalty: 2914.273193
	Iteration 0F: 3 clusters Score -395911.3 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -397831.625000 Penalty: 2914.273193
	Iteration 1F: 3 clusters Score -397831.6 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -398254.843750 Penalty: 2914.273193
	Iteration 2F: 3 clusters Score -398254.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -398718.468750 Penalty: 2914.273193
	Iteration 3F: 3 clusters Score -398718.5 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -399196.000000 Penalty: 2914.273193
	Iteration 4F: 3 clusters Score -399196 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -399609.062500 Penalty: 2914.273193
	Iteration 5F: 3 clusters Score -399609.1 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -399917.125000 Penalty: 2914.273193
	Iteration 6F: 3 clusters Score -399917.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -400116.968750 Penalty: 2914.273193
	Iteration 7Q: 3 clusters Score -400117 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -400257.656250 Penalty: 2914.273193
	Iteration 8Q: 3 clusters Score -400257.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -400356.718750 Penalty: 2914.273193
	Iteration 9Q: 3 clusters Score -400356.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -400414.406250 Penalty: 2914.273193
	Iteration 10Q: 3 clusters Score -400414.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -400456.312500 Penalty: 2914.273193
	Iteration 11Q: 3 clusters Score -400456.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -400490.750000 Penalty: 2914.273193
	Iteration 12Q: 3 clusters Score -400490.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -400514.625000 Penalty: 2914.273193
	Iteration 13Q: 3 clusters Score -400514.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -400541.937500 Penalty: 2914.273193
	Iteration 14Q: 3 clusters Score -400541.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -400565.875000 Penalty: 2914.273193
	Iteration 15Q: 3 clusters Score -400565.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -400582.093750 Penalty: 2914.273193
	Iteration 16Q: 3 clusters Score -400582.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -400593.875000 Penalty: 2914.273193
	Iteration 17Q: 3 clusters Score -400593.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -400602.843750 Penalty: 2914.273193
	Iteration 18Q: 3 clusters Score -400602.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -400613.687500 Penalty: 2914.273193
	Iteration 19Q: 3 clusters Score -400613.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -400622.906250 Penalty: 2914.273193
	Iteration 20F: 3 clusters Score -400622.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -400631.031250 Penalty: 2914.273193
	Iteration 21Q: 3 clusters Score -400631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -400634.593750 Penalty: 2914.273193
	Iteration 22Q: 3 clusters Score -400634.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -400638.187500 Penalty: 2914.273193
	Iteration 23Q: 3 clusters Score -400638.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -400641.750000 Penalty: 2914.273193
	Iteration 24Q: 3 clusters Score -400641.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -400644.812500 Penalty: 2914.273193
	Iteration 25Q: 3 clusters Score -400644.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -400649.468750 Penalty: 2914.273193
	Iteration 26Q: 3 clusters Score -400649.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -400651.812500 Penalty: 2914.273193
	Iteration 27Q: 3 clusters Score -400651.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -400656.781250 Penalty: 2914.273193
	Iteration 28Q: 3 clusters Score -400656.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -400662.406250 Penalty: 2914.273193
	Iteration 29Q: 3 clusters Score -400662.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -400667.968750 Penalty: 2914.273193
	Iteration 30Q: 3 clusters Score -400668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -400669.906250 Penalty: 2914.273193
	Iteration 31Q: 3 clusters Score -400669.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -400672.093750 Penalty: 2914.273193
	Iteration 32Q: 3 clusters Score -400672.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -400672.968750 Penalty: 2914.273193
	Iteration 33Q: 3 clusters Score -400673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -400673.062500 Penalty: 2914.273193
	Iteration 34Q: 3 clusters Score -400673.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -400673.562500 Penalty: 2914.273193
	Iteration 35Q: 3 clusters Score -400673.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -400673.562500 Penalty: 2914.273193
	Iteration 36F: 3 clusters Score -400673.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (103156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103156 members 
Entering Unmasked Estep 
Score: -5559971.000000 Penalty: 1875.899658
	Iteration 0F: 2 clusters Score -5559971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51415 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -5490893.000000 Penalty: 3751.799316
	Iteration 0F: 3 clusters Score -5490893 nChanged 49140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 52437 members 
Entering Unmasked Estep 
Score: -5520031.500000 Penalty: 3751.799316
	Iteration 1F: 3 clusters Score -5520032 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 52847 members 
Entering Unmasked Estep 
Score: -5521385.500000 Penalty: 3751.799316
	Iteration 2Q: 3 clusters Score -5521386 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -5523151.000000 Penalty: 3751.799316
	Iteration 3Q: 3 clusters Score -5523151 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48497 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -5525426.500000 Penalty: 3751.799316
	Iteration 4Q: 3 clusters Score -5525426 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 56439 members 
Entering Unmasked Estep 
Score: -5528403.000000 Penalty: 3751.799316
	Iteration 5F: 3 clusters Score -5528403 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 59013 members 
Entering Unmasked Estep 
Score: -5532060.000000 Penalty: 3751.799316
	Iteration 6F: 3 clusters Score -5532060 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 62268 members 
Entering Unmasked Estep 
Score: -5536188.000000 Penalty: 3751.799316
	Iteration 7F: 3 clusters Score -5536188 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -5540340.000000 Penalty: 3751.799316
	Iteration 8F: 3 clusters Score -5540340 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 69273 members 
Entering Unmasked Estep 
Score: -5543857.000000 Penalty: 3751.799316
	Iteration 9F: 3 clusters Score -5543857 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 72169 members 
Entering Unmasked Estep 
Score: -5546391.000000 Penalty: 3751.799316
	Iteration 10Q: 3 clusters Score -5546391 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 74435 members 
Entering Unmasked Estep 
Score: -5547856.000000 Penalty: 3751.799316
	Iteration 11Q: 3 clusters Score -5547856 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 76294 members 
Entering Unmasked Estep 
Score: -5548735.000000 Penalty: 3751.799316
	Iteration 12Q: 3 clusters Score -5548735 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 77872 members 
Entering Unmasked Estep 
Score: -5549282.000000 Penalty: 3751.799316
	Iteration 13Q: 3 clusters Score -5549282 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 79338 members 
Entering Unmasked Estep 
Score: -5549749.000000 Penalty: 3751.799316
	Iteration 14Q: 3 clusters Score -5549749 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 80704 members 
Entering Unmasked Estep 
Score: -5550153.000000 Penalty: 3751.799316
	Iteration 15Q: 3 clusters Score -5550153 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 82018 members 
Entering Unmasked Estep 
Score: -5550498.500000 Penalty: 3751.799316
	Iteration 16Q: 3 clusters Score -5550498 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 83309 members 
Entering Unmasked Estep 
Score: -5550879.500000 Penalty: 3751.799316
	Iteration 17Q: 3 clusters Score -5550880 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 84605 members 
Entering Unmasked Estep 
Score: -5551274.000000 Penalty: 3751.799316
	Iteration 18Q: 3 clusters Score -5551274 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 85962 members 
Entering Unmasked Estep 
Score: -5551725.500000 Penalty: 3751.799316
	Iteration 19Q: 3 clusters Score -5551726 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 87317 members 
Entering Unmasked Estep 
Score: -5552226.000000 Penalty: 3751.799316
	Iteration 20F: 3 clusters Score -5552226 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 88639 members 
Entering Unmasked Estep 
Score: -5552750.000000 Penalty: 3751.799316
	Iteration 21Q: 3 clusters Score -5552750 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 90042 members 
Entering Unmasked Estep 
Score: -5553275.000000 Penalty: 3751.799316
	Iteration 22Q: 3 clusters Score -5553275 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 91412 members 
Entering Unmasked Estep 
Score: -5553837.000000 Penalty: 3751.799316
	Iteration 23Q: 3 clusters Score -5553837 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 92784 members 
Entering Unmasked Estep 
Score: -5554461.000000 Penalty: 3751.799316
	Iteration 24Q: 3 clusters Score -5554461 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 94161 members 
Entering Unmasked Estep 
Score: -5555068.000000 Penalty: 3751.799316
	Iteration 25Q: 3 clusters Score -5555068 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 95389 members 
Entering Unmasked Estep 
Score: -5555643.000000 Penalty: 3751.799316
	Iteration 26Q: 3 clusters Score -5555643 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 96503 members 
Entering Unmasked Estep 
Score: -5556192.000000 Penalty: 3751.799316
	Iteration 27Q: 3 clusters Score -5556192 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 97475 members 
Entering Unmasked Estep 
Score: -5556625.500000 Penalty: 3751.799316
	Iteration 28Q: 3 clusters Score -5556626 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 98300 members 
Entering Unmasked Estep 
Score: -5556984.500000 Penalty: 3751.799316
	Iteration 29Q: 3 clusters Score -5556984 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 98965 members 
Entering Unmasked Estep 
Score: -5557275.000000 Penalty: 3751.799316
	Iteration 30Q: 3 clusters Score -5557275 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 99542 members 
Entering Unmasked Estep 
Score: -5557533.000000 Penalty: 3751.799316
	Iteration 31Q: 3 clusters Score -5557533 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 100041 members 
Entering Unmasked Estep 
Score: -5557752.500000 Penalty: 3751.799316
	Iteration 32Q: 3 clusters Score -5557752 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 100441 members 
Entering Unmasked Estep 
Score: -5557901.500000 Penalty: 3751.799316
	Iteration 33Q: 3 clusters Score -5557902 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 100760 members 
Entering Unmasked Estep 
Score: -5558007.500000 Penalty: 3751.799316
	Iteration 34Q: 3 clusters Score -5558008 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 101005 members 
Entering Unmasked Estep 
Score: -5558101.500000 Penalty: 3751.799316
	Iteration 35Q: 3 clusters Score -5558102 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 101209 members 
Entering Unmasked Estep 
Score: -5558199.000000 Penalty: 3751.799316
	Iteration 36Q: 3 clusters Score -5558199 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 101366 members 
Entering Unmasked Estep 
Score: -5558257.000000 Penalty: 3751.799316
	Iteration 37Q: 3 clusters Score -5558257 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 101481 members 
Entering Unmasked Estep 
Score: -5558312.000000 Penalty: 3751.799316
	Iteration 38Q: 3 clusters Score -5558312 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 101574 members 
Entering Unmasked Estep 
Score: -5558349.000000 Penalty: 3751.799316
	Iteration 39Q: 3 clusters Score -5558349 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 101642 members 
Entering Unmasked Estep 
Score: -5558368.500000 Penalty: 3751.799316
	Iteration 40F: 3 clusters Score -5558368 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 101696 members 
Entering Unmasked Estep 
Score: -5558382.000000 Penalty: 3751.799316
	Iteration 41Q: 3 clusters Score -5558382 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 101743 members 
Entering Unmasked Estep 
Score: -5558409.000000 Penalty: 3751.799316
	Iteration 42Q: 3 clusters Score -5558409 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 101783 members 
Entering Unmasked Estep 
Score: -5558439.000000 Penalty: 3751.799316
	Iteration 43Q: 3 clusters Score -5558439 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 101833 members 
Entering Unmasked Estep 
Score: -5558460.000000 Penalty: 3751.799316
	Iteration 44Q: 3 clusters Score -5558460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 101868 members 
Entering Unmasked Estep 
Score: -5558474.500000 Penalty: 3751.799316
	Iteration 45Q: 3 clusters Score -5558474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 101887 members 
Entering Unmasked Estep 
Score: -5558475.000000 Penalty: 3751.799316
	Iteration 46Q: 3 clusters Score -5558475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 101895 members 
Entering Unmasked Estep 
Score: -5558483.000000 Penalty: 3751.799316
	Iteration 47Q: 3 clusters Score -5558483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 101906 members 
Entering Unmasked Estep 
Score: -5558486.000000 Penalty: 3751.799316
	Iteration 48Q: 3 clusters Score -5558486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 101914 members 
Entering Unmasked Estep 
Score: -5558488.500000 Penalty: 3751.799316
	Iteration 49Q: 3 clusters Score -5558488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 101919 members 
Entering Unmasked Estep 
Score: -5558495.500000 Penalty: 3751.799316
	Iteration 50Q: 3 clusters Score -5558496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 101924 members 
Entering Unmasked Estep 
Score: -5558495.000000 Penalty: 3751.799316
	Iteration 51Q: 3 clusters Score -5558495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 101930 members 
Entering Unmasked Estep 
Score: -5558494.000000 Penalty: 3751.799316
	Iteration 52Q: 3 clusters Score -5558494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 101933 members 
Entering Unmasked Estep 
Score: -5558500.000000 Penalty: 3751.799316
	Iteration 53Q: 3 clusters Score -5558500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 101936 members 
Entering Unmasked Estep 
Score: -5558499.500000 Penalty: 3751.799316
	Iteration 54Q: 3 clusters Score -5558500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 101938 members 
Entering Unmasked Estep 
Score: -5558505.500000 Penalty: 3751.799316
	Iteration 55Q: 3 clusters Score -5558506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 101950 members 
Entering Unmasked Estep 
Score: -5558504.500000 Penalty: 3751.799316
	Iteration 56Q: 3 clusters Score -5558504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 101968 members 
Entering Unmasked Estep 
Score: -5558505.000000 Penalty: 3751.799316
	Iteration 57Q: 3 clusters Score -5558505 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 101984 members 
Entering Unmasked Estep 
Score: -5558506.500000 Penalty: 3751.799316
	Iteration 58Q: 3 clusters Score -5558506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 101990 members 
Entering Unmasked Estep 
Score: -5558514.000000 Penalty: 3751.799316
	Iteration 59Q: 3 clusters Score -5558514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 101998 members 
Entering Unmasked Estep 
Score: -5558508.000000 Penalty: 3751.799316
	Iteration 60F: 3 clusters Score -5558508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 102007 members 
Entering Unmasked Estep 
Score: -5558510.000000 Penalty: 3751.799316
	Iteration 61Q: 3 clusters Score -5558510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 102016 members 
Entering Unmasked Estep 
Score: -5558513.000000 Penalty: 3751.799316
	Iteration 62Q: 3 clusters Score -5558513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 102020 members 
Entering Unmasked Estep 
Score: -5558509.500000 Penalty: 3751.799316
	Iteration 63Q: 3 clusters Score -5558510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 102023 members 
Entering Unmasked Estep 
Score: -5558516.000000 Penalty: 3751.799316
	Iteration 64Q: 3 clusters Score -5558516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 102027 members 
Entering Unmasked Estep 
Score: -5558514.000000 Penalty: 3751.799316
	Iteration 65Q: 3 clusters Score -5558514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 102029 members 
Entering Unmasked Estep 
Score: -5558519.500000 Penalty: 3751.799316
	Iteration 66Q: 3 clusters Score -5558520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 102031 members 
Entering Unmasked Estep 
Score: -5558522.500000 Penalty: 3751.799316
	Iteration 67Q: 3 clusters Score -5558522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 102035 members 
Entering Unmasked Estep 
Score: -5558519.000000 Penalty: 3751.799316
	Iteration 68Q: 3 clusters Score -5558519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 102036 members 
Entering Unmasked Estep 
Score: -5558521.000000 Penalty: 3751.799316
	Iteration 69Q: 3 clusters Score -5558521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 102038 members 
Entering Unmasked Estep 
Score: -5558521.500000 Penalty: 3751.799316
	Iteration 70Q: 3 clusters Score -5558522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 102042 members 
Entering Unmasked Estep 
Score: -5558518.500000 Penalty: 3751.799316
	Iteration 71Q: 3 clusters Score -5558518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 102044 members 
Entering Unmasked Estep 
Score: -5558521.000000 Penalty: 3751.799316
	Iteration 72Q: 3 clusters Score -5558521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 102046 members 
Entering Unmasked Estep 
Score: -5558519.000000 Penalty: 3751.799316
	Iteration 73Q: 3 clusters Score -5558519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 102046 members 
Entering Unmasked Estep 
Score: -5558519.000000 Penalty: 3751.799316
	Iteration 74F: 3 clusters Score -5558519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Entering Unmasked Estep 
Score: -450753.812500 Penalty: 1485.445801
	Iteration 0F: 2 clusters Score -450753.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -444002.718750 Penalty: 2970.891602
	Iteration 0F: 3 clusters Score -444002.7 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -446128.031250 Penalty: 2970.891602
	Iteration 1F: 3 clusters Score -446128 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -446393.750000 Penalty: 2970.891602
	Iteration 2F: 3 clusters Score -446393.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -446687.375000 Penalty: 2970.891602
	Iteration 3F: 3 clusters Score -446687.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -447051.187500 Penalty: 2970.891602
	Iteration 4F: 3 clusters Score -447051.2 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -447502.906250 Penalty: 2970.891602
	Iteration 5F: 3 clusters Score -447502.9 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -447995.750000 Penalty: 2970.891602
	Iteration 6F: 3 clusters Score -447995.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -448471.500000 Penalty: 2970.891602
	Iteration 7F: 3 clusters Score -448471.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -448847.281250 Penalty: 2970.891602
	Iteration 8F: 3 clusters Score -448847.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -449129.937500 Penalty: 2970.891602
	Iteration 9Q: 3 clusters Score -449129.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -449332.156250 Penalty: 2970.891602
	Iteration 10Q: 3 clusters Score -449332.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -449446.906250 Penalty: 2970.891602
	Iteration 11Q: 3 clusters Score -449446.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -449523.687500 Penalty: 2970.891602
	Iteration 12Q: 3 clusters Score -449523.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -449596.937500 Penalty: 2970.891602
	Iteration 13Q: 3 clusters Score -449596.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -449645.218750 Penalty: 2970.891602
	Iteration 14Q: 3 clusters Score -449645.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -449688.000000 Penalty: 2970.891602
	Iteration 15Q: 3 clusters Score -449688 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -449723.250000 Penalty: 2970.891602
	Iteration 16Q: 3 clusters Score -449723.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -449745.625000 Penalty: 2970.891602
	Iteration 17Q: 3 clusters Score -449745.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -449755.125000 Penalty: 2970.891602
	Iteration 18Q: 3 clusters Score -449755.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -449763.843750 Penalty: 2970.891602
	Iteration 19Q: 3 clusters Score -449763.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -449767.343750 Penalty: 2970.891602
	Iteration 20F: 3 clusters Score -449767.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -449770.093750 Penalty: 2970.891602
	Iteration 21Q: 3 clusters Score -449770.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -449771.656250 Penalty: 2970.891602
	Iteration 22Q: 3 clusters Score -449771.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -449772.718750 Penalty: 2970.891602
	Iteration 23Q: 3 clusters Score -449772.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -449774.437500 Penalty: 2970.891602
	Iteration 24Q: 3 clusters Score -449774.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -449774.031250 Penalty: 2970.891602
	Iteration 25Q: 3 clusters Score -449774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -449774.625000 Penalty: 2970.891602
	Iteration 26Q: 3 clusters Score -449774.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -449775.812500 Penalty: 2970.891602
	Iteration 27Q: 3 clusters Score -449775.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -449776.218750 Penalty: 2970.891602
	Iteration 28Q: 3 clusters Score -449776.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -449776.625000 Penalty: 2970.891602
	Iteration 29Q: 3 clusters Score -449776.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -449776.625000 Penalty: 2970.891602
	Iteration 30F: 3 clusters Score -449776.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Entering Unmasked Estep 
Score: -620358.375000 Penalty: 1546.359619
	Iteration 0F: 2 clusters Score -620358.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -610816.437500 Penalty: 3092.719238
	Iteration 0F: 3 clusters Score -610816.4 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -614072.312500 Penalty: 3092.719238
	Iteration 1F: 3 clusters Score -614072.3 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -614383.687500 Penalty: 3092.719238
	Iteration 2F: 3 clusters Score -614383.7 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -614621.812500 Penalty: 3092.719238
	Iteration 3Q: 3 clusters Score -614621.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -614812.812500 Penalty: 3092.719238
	Iteration 4Q: 3 clusters Score -614812.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -614964.812500 Penalty: 3092.719238
	Iteration 5Q: 3 clusters Score -614964.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -615084.437500 Penalty: 3092.719238
	Iteration 6Q: 3 clusters Score -615084.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -615203.312500 Penalty: 3092.719238
	Iteration 7Q: 3 clusters Score -615203.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -615324.625000 Penalty: 3092.719238
	Iteration 8Q: 3 clusters Score -615324.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -615457.250000 Penalty: 3092.719238
	Iteration 9Q: 3 clusters Score -615457.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -615607.875000 Penalty: 3092.719238
	Iteration 10Q: 3 clusters Score -615607.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -615763.437500 Penalty: 3092.719238
	Iteration 11Q: 3 clusters Score -615763.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -615938.312500 Penalty: 3092.719238
	Iteration 12Q: 3 clusters Score -615938.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -616104.312500 Penalty: 3092.719238
	Iteration 13Q: 3 clusters Score -616104.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -616234.312500 Penalty: 3092.719238
	Iteration 14Q: 3 clusters Score -616234.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -616358.312500 Penalty: 3092.719238
	Iteration 15Q: 3 clusters Score -616358.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -616469.750000 Penalty: 3092.719238
	Iteration 16Q: 3 clusters Score -616469.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -616555.437500 Penalty: 3092.719238
	Iteration 17Q: 3 clusters Score -616555.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -616656.062500 Penalty: 3092.719238
	Iteration 18Q: 3 clusters Score -616656.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -616743.062500 Penalty: 3092.719238
	Iteration 19Q: 3 clusters Score -616743.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -616830.687500 Penalty: 3092.719238
	Iteration 20F: 3 clusters Score -616830.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -616931.875000 Penalty: 3092.719238
	Iteration 21Q: 3 clusters Score -616931.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -617031.062500 Penalty: 3092.719238
	Iteration 22Q: 3 clusters Score -617031.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -617160.500000 Penalty: 3092.719238
	Iteration 23Q: 3 clusters Score -617160.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -617306.187500 Penalty: 3092.719238
	Iteration 24Q: 3 clusters Score -617306.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -617421.750000 Penalty: 3092.719238
	Iteration 25Q: 3 clusters Score -617421.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -617516.250000 Penalty: 3092.719238
	Iteration 26Q: 3 clusters Score -617516.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -617591.062500 Penalty: 3092.719238
	Iteration 27Q: 3 clusters Score -617591.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -617638.937500 Penalty: 3092.719238
	Iteration 28Q: 3 clusters Score -617638.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -617675.187500 Penalty: 3092.719238
	Iteration 29Q: 3 clusters Score -617675.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -617702.375000 Penalty: 3092.719238
	Iteration 30Q: 3 clusters Score -617702.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -617726.625000 Penalty: 3092.719238
	Iteration 31Q: 3 clusters Score -617726.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -617746.812500 Penalty: 3092.719238
	Iteration 32Q: 3 clusters Score -617746.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -617763.625000 Penalty: 3092.719238
	Iteration 33Q: 3 clusters Score -617763.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -617776.250000 Penalty: 3092.719238
	Iteration 34Q: 3 clusters Score -617776.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -617783.375000 Penalty: 3092.719238
	Iteration 35Q: 3 clusters Score -617783.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -617789.562500 Penalty: 3092.719238
	Iteration 36Q: 3 clusters Score -617789.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -617803.875000 Penalty: 3092.719238
	Iteration 37Q: 3 clusters Score -617803.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -617819.062500 Penalty: 3092.719238
	Iteration 38Q: 3 clusters Score -617819.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -617836.562500 Penalty: 3092.719238
	Iteration 39Q: 3 clusters Score -617836.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -617859.562500 Penalty: 3092.719238
	Iteration 40F: 3 clusters Score -617859.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -617875.250000 Penalty: 3092.719238
	Iteration 41Q: 3 clusters Score -617875.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -617893.062500 Penalty: 3092.719238
	Iteration 42Q: 3 clusters Score -617893.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -617913.500000 Penalty: 3092.719238
	Iteration 43Q: 3 clusters Score -617913.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -617933.125000 Penalty: 3092.719238
	Iteration 44Q: 3 clusters Score -617933.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -617953.500000 Penalty: 3092.719238
	Iteration 45Q: 3 clusters Score -617953.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -617978.687500 Penalty: 3092.719238
	Iteration 46Q: 3 clusters Score -617978.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -618007.375000 Penalty: 3092.719238
	Iteration 47Q: 3 clusters Score -618007.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -618040.312500 Penalty: 3092.719238
	Iteration 48Q: 3 clusters Score -618040.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -618075.187500 Penalty: 3092.719238
	Iteration 49Q: 3 clusters Score -618075.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -618120.000000 Penalty: 3092.719238
	Iteration 50Q: 3 clusters Score -618120 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -618175.812500 Penalty: 3092.719238
	Iteration 51Q: 3 clusters Score -618175.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -618245.250000 Penalty: 3092.719238
	Iteration 52Q: 3 clusters Score -618245.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -618325.375000 Penalty: 3092.719238
	Iteration 53Q: 3 clusters Score -618325.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -618427.062500 Penalty: 3092.719238
	Iteration 54Q: 3 clusters Score -618427.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -618555.625000 Penalty: 3092.719238
	Iteration 55Q: 3 clusters Score -618555.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -618715.687500 Penalty: 3092.719238
	Iteration 56Q: 3 clusters Score -618715.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -618872.687500 Penalty: 3092.719238
	Iteration 57Q: 3 clusters Score -618872.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -618983.125000 Penalty: 3092.719238
	Iteration 58Q: 3 clusters Score -618983.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -619041.312500 Penalty: 3092.719238
	Iteration 59Q: 3 clusters Score -619041.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -619074.000000 Penalty: 3092.719238
	Iteration 60F: 3 clusters Score -619074 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -619101.687500 Penalty: 3092.719238
	Iteration 61Q: 3 clusters Score -619101.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -619126.187500 Penalty: 3092.719238
	Iteration 62Q: 3 clusters Score -619126.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -619149.375000 Penalty: 3092.719238
	Iteration 63Q: 3 clusters Score -619149.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -619166.000000 Penalty: 3092.719238
	Iteration 64Q: 3 clusters Score -619166 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -619179.125000 Penalty: 3092.719238
	Iteration 65Q: 3 clusters Score -619179.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -619196.625000 Penalty: 3092.719238
	Iteration 66Q: 3 clusters Score -619196.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -619213.812500 Penalty: 3092.719238
	Iteration 67Q: 3 clusters Score -619213.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -619227.937500 Penalty: 3092.719238
	Iteration 68Q: 3 clusters Score -619227.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -619245.687500 Penalty: 3092.719238
	Iteration 69Q: 3 clusters Score -619245.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -619255.875000 Penalty: 3092.719238
	Iteration 70Q: 3 clusters Score -619255.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -619264.437500 Penalty: 3092.719238
	Iteration 71Q: 3 clusters Score -619264.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -619270.812500 Penalty: 3092.719238
	Iteration 72Q: 3 clusters Score -619270.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -619277.875000 Penalty: 3092.719238
	Iteration 73Q: 3 clusters Score -619277.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -619284.875000 Penalty: 3092.719238
	Iteration 74Q: 3 clusters Score -619284.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -619286.125000 Penalty: 3092.719238
	Iteration 75Q: 3 clusters Score -619286.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -619291.750000 Penalty: 3092.719238
	Iteration 76Q: 3 clusters Score -619291.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -619293.375000 Penalty: 3092.719238
	Iteration 77Q: 3 clusters Score -619293.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -619295.625000 Penalty: 3092.719238
	Iteration 78Q: 3 clusters Score -619295.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -619295.875000 Penalty: 3092.719238
	Iteration 79Q: 3 clusters Score -619295.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -619296.937500 Penalty: 3092.719238
	Iteration 80F: 3 clusters Score -619296.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -619300.750000 Penalty: 3092.719238
	Iteration 81Q: 3 clusters Score -619300.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -619300.500000 Penalty: 3092.719238
	Iteration 82Q: 3 clusters Score -619300.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -619301.875000 Penalty: 3092.719238
	Iteration 83Q: 3 clusters Score -619301.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -619302.562500 Penalty: 3092.719238
	Iteration 84Q: 3 clusters Score -619302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -619302.062500 Penalty: 3092.719238
	Iteration 85Q: 3 clusters Score -619302.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -619303.687500 Penalty: 3092.719238
	Iteration 86Q: 3 clusters Score -619303.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -619303.812500 Penalty: 3092.719238
	Iteration 87Q: 3 clusters Score -619303.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -619303.437500 Penalty: 3092.719238
	Iteration 88Q: 3 clusters Score -619303.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -619304.000000 Penalty: 3092.719238
	Iteration 89Q: 3 clusters Score -619304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -619303.562500 Penalty: 3092.719238
	Iteration 90Q: 3 clusters Score -619303.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -619303.562500 Penalty: 3092.719238
	Iteration 91F: 3 clusters Score -619303.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Entering Unmasked Estep 
Score: -767779.687500 Penalty: 1553.065796
	Iteration 0F: 2 clusters Score -767779.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -757953.312500 Penalty: 3106.131592
	Iteration 0F: 3 clusters Score -757953.3 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -761351.875000 Penalty: 3106.131592
	Iteration 1F: 3 clusters Score -761351.9 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -761676.062500 Penalty: 3106.131592
	Iteration 2F: 3 clusters Score -761676.1 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -761957.750000 Penalty: 3106.131592
	Iteration 3Q: 3 clusters Score -761957.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -762256.812500 Penalty: 3106.131592
	Iteration 4Q: 3 clusters Score -762256.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -762640.437500 Penalty: 3106.131592
	Iteration 5Q: 3 clusters Score -762640.4 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -763107.875000 Penalty: 3106.131592
	Iteration 6Q: 3 clusters Score -763107.9 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -763668.125000 Penalty: 3106.131592
	Iteration 7F: 3 clusters Score -763668.1 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -764274.562500 Penalty: 3106.131592
	Iteration 8F: 3 clusters Score -764274.6 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -764844.875000 Penalty: 3106.131592
	Iteration 9F: 3 clusters Score -764844.9 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -765328.687500 Penalty: 3106.131592
	Iteration 10Q: 3 clusters Score -765328.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -765746.750000 Penalty: 3106.131592
	Iteration 11Q: 3 clusters Score -765746.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -766085.437500 Penalty: 3106.131592
	Iteration 12Q: 3 clusters Score -766085.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -766283.875000 Penalty: 3106.131592
	Iteration 13Q: 3 clusters Score -766283.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -766419.875000 Penalty: 3106.131592
	Iteration 14Q: 3 clusters Score -766419.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -766516.937500 Penalty: 3106.131592
	Iteration 15Q: 3 clusters Score -766516.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -766573.562500 Penalty: 3106.131592
	Iteration 16Q: 3 clusters Score -766573.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -766609.875000 Penalty: 3106.131592
	Iteration 17Q: 3 clusters Score -766609.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -766635.812500 Penalty: 3106.131592
	Iteration 18Q: 3 clusters Score -766635.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -766651.125000 Penalty: 3106.131592
	Iteration 19Q: 3 clusters Score -766651.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -766664.187500 Penalty: 3106.131592
	Iteration 20F: 3 clusters Score -766664.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -766672.750000 Penalty: 3106.131592
	Iteration 21Q: 3 clusters Score -766672.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -766683.312500 Penalty: 3106.131592
	Iteration 22Q: 3 clusters Score -766683.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -766690.875000 Penalty: 3106.131592
	Iteration 23Q: 3 clusters Score -766690.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -766696.000000 Penalty: 3106.131592
	Iteration 24Q: 3 clusters Score -766696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -766699.562500 Penalty: 3106.131592
	Iteration 25Q: 3 clusters Score -766699.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -766702.875000 Penalty: 3106.131592
	Iteration 26Q: 3 clusters Score -766702.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -766705.562500 Penalty: 3106.131592
	Iteration 27Q: 3 clusters Score -766705.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -766706.687500 Penalty: 3106.131592
	Iteration 28Q: 3 clusters Score -766706.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -766707.000000 Penalty: 3106.131592
	Iteration 29Q: 3 clusters Score -766707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -766708.000000 Penalty: 3106.131592
	Iteration 30Q: 3 clusters Score -766708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -766708.562500 Penalty: 3106.131592
	Iteration 31Q: 3 clusters Score -766708.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -766708.562500 Penalty: 3106.131592
	Iteration 32F: 3 clusters Score -766708.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Entering Unmasked Estep 
Score: -97985.671875 Penalty: 1279.830444
	Iteration 0F: 2 clusters Score -97985.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -95549.085938 Penalty: 2559.660889
	Iteration 0F: 3 clusters Score -95549.09 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -96240.828125 Penalty: 2559.660889
	Iteration 1F: 3 clusters Score -96240.83 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -96474.250000 Penalty: 2559.660889
	Iteration 2F: 3 clusters Score -96474.25 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -96645.000000 Penalty: 2559.660889
	Iteration 3F: 3 clusters Score -96645 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -96832.929688 Penalty: 2559.660889
	Iteration 4F: 3 clusters Score -96832.93 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -97033.312500 Penalty: 2559.660889
	Iteration 5F: 3 clusters Score -97033.31 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -97168.843750 Penalty: 2559.660889
	Iteration 6F: 3 clusters Score -97168.84 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -97247.375000 Penalty: 2559.660889
	Iteration 7Q: 3 clusters Score -97247.38 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -97300.101562 Penalty: 2559.660889
	Iteration 8Q: 3 clusters Score -97300.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -97343.812500 Penalty: 2559.660889
	Iteration 9Q: 3 clusters Score -97343.81 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -97369.492188 Penalty: 2559.660889
	Iteration 10Q: 3 clusters Score -97369.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -97384.984375 Penalty: 2559.660889
	Iteration 11Q: 3 clusters Score -97384.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -97394.750000 Penalty: 2559.660889
	Iteration 12Q: 3 clusters Score -97394.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -97402.210938 Penalty: 2559.660889
	Iteration 13Q: 3 clusters Score -97402.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -97409.773438 Penalty: 2559.660889
	Iteration 14Q: 3 clusters Score -97409.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -97416.984375 Penalty: 2559.660889
	Iteration 15Q: 3 clusters Score -97416.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -97421.429688 Penalty: 2559.660889
	Iteration 16Q: 3 clusters Score -97421.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -97426.359375 Penalty: 2559.660889
	Iteration 17Q: 3 clusters Score -97426.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -97434.085938 Penalty: 2559.660889
	Iteration 18Q: 3 clusters Score -97434.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -97441.578125 Penalty: 2559.660889
	Iteration 19Q: 3 clusters Score -97441.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -97445.414062 Penalty: 2559.660889
	Iteration 20F: 3 clusters Score -97445.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -97448.664062 Penalty: 2559.660889
	Iteration 21Q: 3 clusters Score -97448.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -97450.648438 Penalty: 2559.660889
	Iteration 22Q: 3 clusters Score -97450.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -97450.781250 Penalty: 2559.660889
	Iteration 23Q: 3 clusters Score -97450.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -97450.781250 Penalty: 2559.660889
	Iteration 24F: 3 clusters Score -97450.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Entering Unmasked Estep 
Score: -168023.312500 Penalty: 1315.881226
	Iteration 0F: 2 clusters Score -168023.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -165105.453125 Penalty: 2631.762451
	Iteration 0F: 3 clusters Score -165105.5 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -165836.312500 Penalty: 2631.762451
	Iteration 1F: 3 clusters Score -165836.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -165974.812500 Penalty: 2631.762451
	Iteration 2F: 3 clusters Score -165974.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -166098.250000 Penalty: 2631.762451
	Iteration 3F: 3 clusters Score -166098.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -166226.953125 Penalty: 2631.762451
	Iteration 4F: 3 clusters Score -166227 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -166355.593750 Penalty: 2631.762451
	Iteration 5Q: 3 clusters Score -166355.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -166489.000000 Penalty: 2631.762451
	Iteration 6Q: 3 clusters Score -166489 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -166631.343750 Penalty: 2631.762451
	Iteration 7Q: 3 clusters Score -166631.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -166756.984375 Penalty: 2631.762451
	Iteration 8Q: 3 clusters Score -166757 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -166860.265625 Penalty: 2631.762451
	Iteration 9Q: 3 clusters Score -166860.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -166942.000000 Penalty: 2631.762451
	Iteration 10Q: 3 clusters Score -166942 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -166995.656250 Penalty: 2631.762451
	Iteration 11Q: 3 clusters Score -166995.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -167031.281250 Penalty: 2631.762451
	Iteration 12Q: 3 clusters Score -167031.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -167051.515625 Penalty: 2631.762451
	Iteration 13Q: 3 clusters Score -167051.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -167060.953125 Penalty: 2631.762451
	Iteration 14Q: 3 clusters Score -167061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -167069.281250 Penalty: 2631.762451
	Iteration 15Q: 3 clusters Score -167069.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -167076.093750 Penalty: 2631.762451
	Iteration 16Q: 3 clusters Score -167076.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -167080.859375 Penalty: 2631.762451
	Iteration 17Q: 3 clusters Score -167080.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -167084.640625 Penalty: 2631.762451
	Iteration 18Q: 3 clusters Score -167084.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -167087.984375 Penalty: 2631.762451
	Iteration 19Q: 3 clusters Score -167088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -167092.078125 Penalty: 2631.762451
	Iteration 20F: 3 clusters Score -167092.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -167094.531250 Penalty: 2631.762451
	Iteration 21Q: 3 clusters Score -167094.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -167097.281250 Penalty: 2631.762451
	Iteration 22Q: 3 clusters Score -167097.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -167099.781250 Penalty: 2631.762451
	Iteration 23Q: 3 clusters Score -167099.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -167100.937500 Penalty: 2631.762451
	Iteration 24Q: 3 clusters Score -167100.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -167103.109375 Penalty: 2631.762451
	Iteration 25Q: 3 clusters Score -167103.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -167104.453125 Penalty: 2631.762451
	Iteration 26Q: 3 clusters Score -167104.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -167104.750000 Penalty: 2631.762451
	Iteration 27Q: 3 clusters Score -167104.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -167104.750000 Penalty: 2631.762451
	Iteration 28F: 3 clusters Score -167104.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Entering Unmasked Estep 
Score: -98423.281250 Penalty: 1221.243530
	Iteration 0F: 2 clusters Score -98423.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -96441.890625 Penalty: 2442.487061
	Iteration 0F: 3 clusters Score -96441.89 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -96821.757812 Penalty: 2442.487061
	Iteration 1F: 3 clusters Score -96821.76 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -96914.656250 Penalty: 2442.487061
	Iteration 2F: 3 clusters Score -96914.66 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -96962.906250 Penalty: 2442.487061
	Iteration 3Q: 3 clusters Score -96962.91 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -96996.054688 Penalty: 2442.487061
	Iteration 4Q: 3 clusters Score -96996.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -97022.671875 Penalty: 2442.487061
	Iteration 5Q: 3 clusters Score -97022.67 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -97048.031250 Penalty: 2442.487061
	Iteration 6Q: 3 clusters Score -97048.03 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -97073.476562 Penalty: 2442.487061
	Iteration 7Q: 3 clusters Score -97073.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -97093.093750 Penalty: 2442.487061
	Iteration 8Q: 3 clusters Score -97093.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -97112.031250 Penalty: 2442.487061
	Iteration 9Q: 3 clusters Score -97112.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -97130.031250 Penalty: 2442.487061
	Iteration 10Q: 3 clusters Score -97130.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -97141.765625 Penalty: 2442.487061
	Iteration 11Q: 3 clusters Score -97141.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -97154.375000 Penalty: 2442.487061
	Iteration 12Q: 3 clusters Score -97154.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -97168.242188 Penalty: 2442.487061
	Iteration 13Q: 3 clusters Score -97168.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -97175.859375 Penalty: 2442.487061
	Iteration 14Q: 3 clusters Score -97175.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -97186.843750 Penalty: 2442.487061
	Iteration 15Q: 3 clusters Score -97186.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -97200.820312 Penalty: 2442.487061
	Iteration 16Q: 3 clusters Score -97200.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -97217.664062 Penalty: 2442.487061
	Iteration 17Q: 3 clusters Score -97217.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -97235.875000 Penalty: 2442.487061
	Iteration 18Q: 3 clusters Score -97235.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -97246.179688 Penalty: 2442.487061
	Iteration 19Q: 3 clusters Score -97246.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -97261.023438 Penalty: 2442.487061
	Iteration 20F: 3 clusters Score -97261.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -97279.859375 Penalty: 2442.487061
	Iteration 21Q: 3 clusters Score -97279.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -97292.609375 Penalty: 2442.487061
	Iteration 22Q: 3 clusters Score -97292.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -97299.546875 Penalty: 2442.487061
	Iteration 23Q: 3 clusters Score -97299.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -97304.421875 Penalty: 2442.487061
	Iteration 24Q: 3 clusters Score -97304.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -97306.023438 Penalty: 2442.487061
	Iteration 25Q: 3 clusters Score -97306.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -97307.265625 Penalty: 2442.487061
	Iteration 26Q: 3 clusters Score -97307.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -97308.937500 Penalty: 2442.487061
	Iteration 27Q: 3 clusters Score -97308.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -97308.937500 Penalty: 2442.487061
	Iteration 28F: 3 clusters Score -97308.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (89950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89950 members 
Entering Unmasked Estep 
Score: -4786445.500000 Penalty: 1853.639038
	Iteration 0F: 2 clusters Score -4786446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -4726456.500000 Penalty: 3707.278076
	Iteration 0F: 3 clusters Score -4726456 nChanged 42629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -4751828.500000 Penalty: 3707.278076
	Iteration 1F: 3 clusters Score -4751828 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -4753289.000000 Penalty: 3707.278076
	Iteration 2Q: 3 clusters Score -4753289 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 55210 members 
Entering Unmasked Estep 
Score: -4755451.500000 Penalty: 3707.278076
	Iteration 3Q: 3 clusters Score -4755452 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 59946 members 
Entering Unmasked Estep 
Score: -4758571.000000 Penalty: 3707.278076
	Iteration 4F: 3 clusters Score -4758571 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 66000 members 
Entering Unmasked Estep 
Score: -4763117.500000 Penalty: 3707.278076
	Iteration 5F: 3 clusters Score -4763118 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 73048 members 
Entering Unmasked Estep 
Score: -4769093.000000 Penalty: 3707.278076
	Iteration 6F: 3 clusters Score -4769093 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 80043 members 
Entering Unmasked Estep 
Score: -4775465.500000 Penalty: 3707.278076
	Iteration 7F: 3 clusters Score -4775466 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 85341 members 
Entering Unmasked Estep 
Score: -4780534.000000 Penalty: 3707.278076
	Iteration 8F: 3 clusters Score -4780534 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 88299 members 
Entering Unmasked Estep 
Score: -4783283.000000 Penalty: 3707.278076
	Iteration 9Q: 3 clusters Score -4783283 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 89396 members 
Entering Unmasked Estep 
Score: -4784292.500000 Penalty: 3707.278076
	Iteration 10Q: 3 clusters Score -4784292 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 89698 members 
Entering Unmasked Estep 
Score: -4784570.500000 Penalty: 3707.278076
	Iteration 11Q: 3 clusters Score -4784570 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 89777 members 
Entering Unmasked Estep 
Score: -4784683.000000 Penalty: 3707.278076
	Iteration 12Q: 3 clusters Score -4784683 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 89793 members 
Entering Unmasked Estep 
Score: -4784730.000000 Penalty: 3707.278076
	Iteration 13Q: 3 clusters Score -4784730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 89801 members 
Entering Unmasked Estep 
Score: -4784760.500000 Penalty: 3707.278076
	Iteration 14Q: 3 clusters Score -4784760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 89805 members 
Entering Unmasked Estep 
Score: -4784771.000000 Penalty: 3707.278076
	Iteration 15Q: 3 clusters Score -4784771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 89809 members 
Entering Unmasked Estep 
Score: -4784785.500000 Penalty: 3707.278076
	Iteration 16Q: 3 clusters Score -4784786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 89810 members 
Entering Unmasked Estep 
Score: -4784794.500000 Penalty: 3707.278076
	Iteration 17Q: 3 clusters Score -4784794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 89811 members 
Entering Unmasked Estep 
Score: -4784797.000000 Penalty: 3707.278076
	Iteration 18Q: 3 clusters Score -4784797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 89811 members 
Entering Unmasked Estep 
Score: -4784797.000000 Penalty: 3707.278076
	Iteration 19F: 3 clusters Score -4784797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Entering Unmasked Estep 
Score: -112973.406250 Penalty: 1267.326660
	Iteration 0F: 2 clusters Score -112973.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -110637.210938 Penalty: 2534.653320
	Iteration 0F: 3 clusters Score -110637.2 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -111246.398438 Penalty: 2534.653320
	Iteration 1F: 3 clusters Score -111246.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -111425.164062 Penalty: 2534.653320
	Iteration 2F: 3 clusters Score -111425.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -111531.531250 Penalty: 2534.653320
	Iteration 3F: 3 clusters Score -111531.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -111640.085938 Penalty: 2534.653320
	Iteration 4Q: 3 clusters Score -111640.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -111743.148438 Penalty: 2534.653320
	Iteration 5Q: 3 clusters Score -111743.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -111827.554688 Penalty: 2534.653320
	Iteration 6Q: 3 clusters Score -111827.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -111876.804688 Penalty: 2534.653320
	Iteration 7Q: 3 clusters Score -111876.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -111909.476562 Penalty: 2534.653320
	Iteration 8Q: 3 clusters Score -111909.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -111936.835938 Penalty: 2534.653320
	Iteration 9Q: 3 clusters Score -111936.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -111955.679688 Penalty: 2534.653320
	Iteration 10Q: 3 clusters Score -111955.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -111969.601562 Penalty: 2534.653320
	Iteration 11Q: 3 clusters Score -111969.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -111983.875000 Penalty: 2534.653320
	Iteration 12Q: 3 clusters Score -111983.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -111994.296875 Penalty: 2534.653320
	Iteration 13Q: 3 clusters Score -111994.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -112008.664062 Penalty: 2534.653320
	Iteration 14Q: 3 clusters Score -112008.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -112019.945312 Penalty: 2534.653320
	Iteration 15Q: 3 clusters Score -112019.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -112029.023438 Penalty: 2534.653320
	Iteration 16Q: 3 clusters Score -112029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -112036.289062 Penalty: 2534.653320
	Iteration 17Q: 3 clusters Score -112036.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -112042.906250 Penalty: 2534.653320
	Iteration 18Q: 3 clusters Score -112042.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -112048.992188 Penalty: 2534.653320
	Iteration 19Q: 3 clusters Score -112049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -112056.820312 Penalty: 2534.653320
	Iteration 20F: 3 clusters Score -112056.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -112066.125000 Penalty: 2534.653320
	Iteration 21Q: 3 clusters Score -112066.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -112075.523438 Penalty: 2534.653320
	Iteration 22Q: 3 clusters Score -112075.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -112086.218750 Penalty: 2534.653320
	Iteration 23Q: 3 clusters Score -112086.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -112095.453125 Penalty: 2534.653320
	Iteration 24Q: 3 clusters Score -112095.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -112100.890625 Penalty: 2534.653320
	Iteration 25Q: 3 clusters Score -112100.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -112109.593750 Penalty: 2534.653320
	Iteration 26Q: 3 clusters Score -112109.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -112126.632812 Penalty: 2534.653320
	Iteration 27Q: 3 clusters Score -112126.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -112138.937500 Penalty: 2534.653320
	Iteration 28Q: 3 clusters Score -112138.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -112150.039062 Penalty: 2534.653320
	Iteration 29Q: 3 clusters Score -112150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -112164.671875 Penalty: 2534.653320
	Iteration 30Q: 3 clusters Score -112164.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -112182.460938 Penalty: 2534.653320
	Iteration 31Q: 3 clusters Score -112182.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -112207.171875 Penalty: 2534.653320
	Iteration 32Q: 3 clusters Score -112207.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -112227.210938 Penalty: 2534.653320
	Iteration 33Q: 3 clusters Score -112227.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -112251.226562 Penalty: 2534.653320
	Iteration 34Q: 3 clusters Score -112251.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -112282.171875 Penalty: 2534.653320
	Iteration 35Q: 3 clusters Score -112282.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -112317.492188 Penalty: 2534.653320
	Iteration 36Q: 3 clusters Score -112317.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -112361.046875 Penalty: 2534.653320
	Iteration 37Q: 3 clusters Score -112361 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -112413.148438 Penalty: 2534.653320
	Iteration 38Q: 3 clusters Score -112413.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -112433.750000 Penalty: 2534.653320
	Iteration 39Q: 3 clusters Score -112433.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -112447.476562 Penalty: 2534.653320
	Iteration 40F: 3 clusters Score -112447.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -112457.570312 Penalty: 2534.653320
	Iteration 41Q: 3 clusters Score -112457.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -112464.218750 Penalty: 2534.653320
	Iteration 42Q: 3 clusters Score -112464.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -112473.187500 Penalty: 2534.653320
	Iteration 43Q: 3 clusters Score -112473.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -112490.007812 Penalty: 2534.653320
	Iteration 44Q: 3 clusters Score -112490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -112508.960938 Penalty: 2534.653320
	Iteration 45Q: 3 clusters Score -112509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -112524.195312 Penalty: 2534.653320
	Iteration 46Q: 3 clusters Score -112524.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -112541.703125 Penalty: 2534.653320
	Iteration 47Q: 3 clusters Score -112541.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -112564.234375 Penalty: 2534.653320
	Iteration 48Q: 3 clusters Score -112564.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -112580.554688 Penalty: 2534.653320
	Iteration 49Q: 3 clusters Score -112580.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -112592.375000 Penalty: 2534.653320
	Iteration 50Q: 3 clusters Score -112592.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -112599.234375 Penalty: 2534.653320
	Iteration 51Q: 3 clusters Score -112599.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -112606.421875 Penalty: 2534.653320
	Iteration 52Q: 3 clusters Score -112606.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -112610.781250 Penalty: 2534.653320
	Iteration 53Q: 3 clusters Score -112610.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -112615.273438 Penalty: 2534.653320
	Iteration 54Q: 3 clusters Score -112615.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -112625.117188 Penalty: 2534.653320
	Iteration 55Q: 3 clusters Score -112625.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -112629.382812 Penalty: 2534.653320
	Iteration 56Q: 3 clusters Score -112629.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -112630.531250 Penalty: 2534.653320
	Iteration 57Q: 3 clusters Score -112630.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -112631.593750 Penalty: 2534.653320
	Iteration 58Q: 3 clusters Score -112631.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -112632.226562 Penalty: 2534.653320
	Iteration 59Q: 3 clusters Score -112632.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -112632.226562 Penalty: 2534.653320
	Iteration 60F: 3 clusters Score -112632.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Entering Unmasked Estep 
Score: -384074.812500 Penalty: 1451.205322
	Iteration 0F: 2 clusters Score -384074.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -378493.062500 Penalty: 2902.410645
	Iteration 0F: 3 clusters Score -378493.1 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -380236.562500 Penalty: 2902.410645
	Iteration 1F: 3 clusters Score -380236.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -380498.125000 Penalty: 2902.410645
	Iteration 2F: 3 clusters Score -380498.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -380740.593750 Penalty: 2902.410645
	Iteration 3F: 3 clusters Score -380740.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -380948.781250 Penalty: 2902.410645
	Iteration 4F: 3 clusters Score -380948.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -381155.875000 Penalty: 2902.410645
	Iteration 5Q: 3 clusters Score -381155.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -381340.656250 Penalty: 2902.410645
	Iteration 6Q: 3 clusters Score -381340.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -381534.468750 Penalty: 2902.410645
	Iteration 7Q: 3 clusters Score -381534.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -381720.218750 Penalty: 2902.410645
	Iteration 8Q: 3 clusters Score -381720.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -381888.937500 Penalty: 2902.410645
	Iteration 9Q: 3 clusters Score -381888.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -382031.343750 Penalty: 2902.410645
	Iteration 10Q: 3 clusters Score -382031.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -382141.000000 Penalty: 2902.410645
	Iteration 11Q: 3 clusters Score -382141 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -382228.687500 Penalty: 2902.410645
	Iteration 12Q: 3 clusters Score -382228.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -382305.968750 Penalty: 2902.410645
	Iteration 13Q: 3 clusters Score -382306 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -382377.031250 Penalty: 2902.410645
	Iteration 14Q: 3 clusters Score -382377 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -382443.562500 Penalty: 2902.410645
	Iteration 15Q: 3 clusters Score -382443.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -382492.156250 Penalty: 2902.410645
	Iteration 16Q: 3 clusters Score -382492.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -382544.562500 Penalty: 2902.410645
	Iteration 17Q: 3 clusters Score -382544.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -382591.531250 Penalty: 2902.410645
	Iteration 18Q: 3 clusters Score -382591.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -382631.562500 Penalty: 2902.410645
	Iteration 19Q: 3 clusters Score -382631.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -382662.156250 Penalty: 2902.410645
	Iteration 20F: 3 clusters Score -382662.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -382683.156250 Penalty: 2902.410645
	Iteration 21Q: 3 clusters Score -382683.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -382708.062500 Penalty: 2902.410645
	Iteration 22Q: 3 clusters Score -382708.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -382731.375000 Penalty: 2902.410645
	Iteration 23Q: 3 clusters Score -382731.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -382753.500000 Penalty: 2902.410645
	Iteration 24Q: 3 clusters Score -382753.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -382783.406250 Penalty: 2902.410645
	Iteration 25Q: 3 clusters Score -382783.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -382809.062500 Penalty: 2902.410645
	Iteration 26Q: 3 clusters Score -382809.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -382832.531250 Penalty: 2902.410645
	Iteration 27Q: 3 clusters Score -382832.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -382855.562500 Penalty: 2902.410645
	Iteration 28Q: 3 clusters Score -382855.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -382881.062500 Penalty: 2902.410645
	Iteration 29Q: 3 clusters Score -382881.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -382908.593750 Penalty: 2902.410645
	Iteration 30Q: 3 clusters Score -382908.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -382933.125000 Penalty: 2902.410645
	Iteration 31Q: 3 clusters Score -382933.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -382950.281250 Penalty: 2902.410645
	Iteration 32Q: 3 clusters Score -382950.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -382962.906250 Penalty: 2902.410645
	Iteration 33Q: 3 clusters Score -382962.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -382976.687500 Penalty: 2902.410645
	Iteration 34Q: 3 clusters Score -382976.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -382985.375000 Penalty: 2902.410645
	Iteration 35Q: 3 clusters Score -382985.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -382992.156250 Penalty: 2902.410645
	Iteration 36Q: 3 clusters Score -382992.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -382997.593750 Penalty: 2902.410645
	Iteration 37Q: 3 clusters Score -382997.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -383002.281250 Penalty: 2902.410645
	Iteration 38Q: 3 clusters Score -383002.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -383008.281250 Penalty: 2902.410645
	Iteration 39Q: 3 clusters Score -383008.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -383011.437500 Penalty: 2902.410645
	Iteration 40F: 3 clusters Score -383011.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -383012.343750 Penalty: 2902.410645
	Iteration 41Q: 3 clusters Score -383012.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -383013.000000 Penalty: 2902.410645
	Iteration 42Q: 3 clusters Score -383013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -383013.718750 Penalty: 2902.410645
	Iteration 43Q: 3 clusters Score -383013.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -383014.250000 Penalty: 2902.410645
	Iteration 44Q: 3 clusters Score -383014.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -383014.406250 Penalty: 2902.410645
	Iteration 45Q: 3 clusters Score -383014.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -383015.593750 Penalty: 2902.410645
	Iteration 46Q: 3 clusters Score -383015.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -383016.812500 Penalty: 2902.410645
	Iteration 47Q: 3 clusters Score -383016.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -383018.187500 Penalty: 2902.410645
	Iteration 48Q: 3 clusters Score -383018.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -383019.375000 Penalty: 2902.410645
	Iteration 49Q: 3 clusters Score -383019.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -383019.468750 Penalty: 2902.410645
	Iteration 50Q: 3 clusters Score -383019.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -383019.312500 Penalty: 2902.410645
	Iteration 51Q: 3 clusters Score -383019.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -383019.312500 Penalty: 2902.410645
	Iteration 52F: 3 clusters Score -383019.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Entering Unmasked Estep 
Score: -300768.750000 Penalty: 1413.074341
	Iteration 0F: 2 clusters Score -300768.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -296178.125000 Penalty: 2826.148682
	Iteration 0F: 3 clusters Score -296178.1 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -297481.406250 Penalty: 2826.148682
	Iteration 1F: 3 clusters Score -297481.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -297648.906250 Penalty: 2826.148682
	Iteration 2F: 3 clusters Score -297648.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -297762.250000 Penalty: 2826.148682
	Iteration 3Q: 3 clusters Score -297762.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -297847.218750 Penalty: 2826.148682
	Iteration 4Q: 3 clusters Score -297847.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -297931.218750 Penalty: 2826.148682
	Iteration 5Q: 3 clusters Score -297931.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -298017.000000 Penalty: 2826.148682
	Iteration 6Q: 3 clusters Score -298017 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -298092.750000 Penalty: 2826.148682
	Iteration 7Q: 3 clusters Score -298092.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -298164.125000 Penalty: 2826.148682
	Iteration 8Q: 3 clusters Score -298164.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -298236.031250 Penalty: 2826.148682
	Iteration 9Q: 3 clusters Score -298236 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -298299.875000 Penalty: 2826.148682
	Iteration 10Q: 3 clusters Score -298299.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -298355.250000 Penalty: 2826.148682
	Iteration 11Q: 3 clusters Score -298355.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -298398.468750 Penalty: 2826.148682
	Iteration 12Q: 3 clusters Score -298398.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -298436.812500 Penalty: 2826.148682
	Iteration 13Q: 3 clusters Score -298436.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -298481.312500 Penalty: 2826.148682
	Iteration 14Q: 3 clusters Score -298481.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -298528.750000 Penalty: 2826.148682
	Iteration 15Q: 3 clusters Score -298528.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -298569.906250 Penalty: 2826.148682
	Iteration 16Q: 3 clusters Score -298569.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -298602.781250 Penalty: 2826.148682
	Iteration 17Q: 3 clusters Score -298602.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -298638.843750 Penalty: 2826.148682
	Iteration 18Q: 3 clusters Score -298638.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -298671.312500 Penalty: 2826.148682
	Iteration 19Q: 3 clusters Score -298671.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -298701.687500 Penalty: 2826.148682
	Iteration 20F: 3 clusters Score -298701.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -298726.250000 Penalty: 2826.148682
	Iteration 21Q: 3 clusters Score -298726.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -298759.406250 Penalty: 2826.148682
	Iteration 22Q: 3 clusters Score -298759.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -298789.406250 Penalty: 2826.148682
	Iteration 23Q: 3 clusters Score -298789.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -298809.937500 Penalty: 2826.148682
	Iteration 24Q: 3 clusters Score -298809.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -298830.812500 Penalty: 2826.148682
	Iteration 25Q: 3 clusters Score -298830.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -298848.000000 Penalty: 2826.148682
	Iteration 26Q: 3 clusters Score -298848 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -298864.500000 Penalty: 2826.148682
	Iteration 27Q: 3 clusters Score -298864.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -298878.000000 Penalty: 2826.148682
	Iteration 28Q: 3 clusters Score -298878 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -298892.812500 Penalty: 2826.148682
	Iteration 29Q: 3 clusters Score -298892.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -298906.687500 Penalty: 2826.148682
	Iteration 30Q: 3 clusters Score -298906.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -298921.875000 Penalty: 2826.148682
	Iteration 31Q: 3 clusters Score -298921.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -298934.062500 Penalty: 2826.148682
	Iteration 32Q: 3 clusters Score -298934.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -298945.750000 Penalty: 2826.148682
	Iteration 33Q: 3 clusters Score -298945.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -298957.968750 Penalty: 2826.148682
	Iteration 34Q: 3 clusters Score -298958 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -298970.500000 Penalty: 2826.148682
	Iteration 35Q: 3 clusters Score -298970.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -298985.093750 Penalty: 2826.148682
	Iteration 36Q: 3 clusters Score -298985.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -298996.125000 Penalty: 2826.148682
	Iteration 37Q: 3 clusters Score -298996.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -299009.875000 Penalty: 2826.148682
	Iteration 38Q: 3 clusters Score -299009.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -299027.250000 Penalty: 2826.148682
	Iteration 39Q: 3 clusters Score -299027.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -299042.093750 Penalty: 2826.148682
	Iteration 40F: 3 clusters Score -299042.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -299053.500000 Penalty: 2826.148682
	Iteration 41Q: 3 clusters Score -299053.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -299065.750000 Penalty: 2826.148682
	Iteration 42Q: 3 clusters Score -299065.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -299076.687500 Penalty: 2826.148682
	Iteration 43Q: 3 clusters Score -299076.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -299084.968750 Penalty: 2826.148682
	Iteration 44Q: 3 clusters Score -299085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -299091.125000 Penalty: 2826.148682
	Iteration 45Q: 3 clusters Score -299091.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -299097.437500 Penalty: 2826.148682
	Iteration 46Q: 3 clusters Score -299097.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -299103.843750 Penalty: 2826.148682
	Iteration 47Q: 3 clusters Score -299103.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -299108.375000 Penalty: 2826.148682
	Iteration 48Q: 3 clusters Score -299108.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -299112.562500 Penalty: 2826.148682
	Iteration 49Q: 3 clusters Score -299112.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -299116.687500 Penalty: 2826.148682
	Iteration 50Q: 3 clusters Score -299116.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -299119.843750 Penalty: 2826.148682
	Iteration 51Q: 3 clusters Score -299119.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -299121.718750 Penalty: 2826.148682
	Iteration 52Q: 3 clusters Score -299121.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -299123.406250 Penalty: 2826.148682
	Iteration 53Q: 3 clusters Score -299123.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -299123.687500 Penalty: 2826.148682
	Iteration 54Q: 3 clusters Score -299123.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -299123.406250 Penalty: 2826.148682
	Iteration 55Q: 3 clusters Score -299123.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -299124.343750 Penalty: 2826.148682
	Iteration 56Q: 3 clusters Score -299124.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -299124.750000 Penalty: 2826.148682
	Iteration 57Q: 3 clusters Score -299124.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -299124.843750 Penalty: 2826.148682
	Iteration 58Q: 3 clusters Score -299124.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -299125.406250 Penalty: 2826.148682
	Iteration 59Q: 3 clusters Score -299125.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -299125.625000 Penalty: 2826.148682
	Iteration 60F: 3 clusters Score -299125.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -299127.593750 Penalty: 2826.148682
	Iteration 61Q: 3 clusters Score -299127.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -299128.656250 Penalty: 2826.148682
	Iteration 62Q: 3 clusters Score -299128.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -299128.000000 Penalty: 2826.148682
	Iteration 63Q: 3 clusters Score -299128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -299128.000000 Penalty: 2826.148682
	Iteration 64F: 3 clusters Score -299128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -71036.468750 Penalty: 1175.905151
	Iteration 0F: 2 clusters Score -71036.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -69290.851562 Penalty: 2351.810303
	Iteration 0F: 3 clusters Score -69290.85 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -69645.289062 Penalty: 2351.810303
	Iteration 1F: 3 clusters Score -69645.29 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -69735.265625 Penalty: 2351.810303
	Iteration 2F: 3 clusters Score -69735.27 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -69764.320312 Penalty: 2351.810303
	Iteration 3Q: 3 clusters Score -69764.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -69777.750000 Penalty: 2351.810303
	Iteration 4Q: 3 clusters Score -69777.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -69790.804688 Penalty: 2351.810303
	Iteration 5Q: 3 clusters Score -69790.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -69801.820312 Penalty: 2351.810303
	Iteration 6Q: 3 clusters Score -69801.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -69808.968750 Penalty: 2351.810303
	Iteration 7Q: 3 clusters Score -69808.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -69812.203125 Penalty: 2351.810303
	Iteration 8Q: 3 clusters Score -69812.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -69813.414062 Penalty: 2351.810303
	Iteration 9Q: 3 clusters Score -69813.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -69813.679688 Penalty: 2351.810303
	Iteration 10Q: 3 clusters Score -69813.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -69814.835938 Penalty: 2351.810303
	Iteration 11Q: 3 clusters Score -69814.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -69816.156250 Penalty: 2351.810303
	Iteration 12Q: 3 clusters Score -69816.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -69816.867188 Penalty: 2351.810303
	Iteration 13Q: 3 clusters Score -69816.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -69816.867188 Penalty: 2351.810303
	Iteration 14F: 3 clusters Score -69816.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Entering Unmasked Estep 
Score: -1179663.625000 Penalty: 1624.708618
	Iteration 0F: 2 clusters Score -1179664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1164811.000000 Penalty: 3249.417236
	Iteration 0F: 3 clusters Score -1164811 nChanged 9949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1170271.000000 Penalty: 3249.417236
	Iteration 1F: 3 clusters Score -1170271 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1170789.250000 Penalty: 3249.417236
	Iteration 2F: 3 clusters Score -1170789 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -1171543.875000 Penalty: 3249.417236
	Iteration 3F: 3 clusters Score -1171544 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1172634.250000 Penalty: 3249.417236
	Iteration 4F: 3 clusters Score -1172634 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -1174145.000000 Penalty: 3249.417236
	Iteration 5F: 3 clusters Score -1174145 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -1175790.000000 Penalty: 3249.417236
	Iteration 6F: 3 clusters Score -1175790 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -1177090.000000 Penalty: 3249.417236
	Iteration 7F: 3 clusters Score -1177090 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -1177731.000000 Penalty: 3249.417236
	Iteration 8Q: 3 clusters Score -1177731 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -1177989.000000 Penalty: 3249.417236
	Iteration 9Q: 3 clusters Score -1177989 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -1178089.375000 Penalty: 3249.417236
	Iteration 10Q: 3 clusters Score -1178089 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -1178135.625000 Penalty: 3249.417236
	Iteration 11Q: 3 clusters Score -1178136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -1178165.125000 Penalty: 3249.417236
	Iteration 12Q: 3 clusters Score -1178165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -1178191.625000 Penalty: 3249.417236
	Iteration 13Q: 3 clusters Score -1178192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -1178207.750000 Penalty: 3249.417236
	Iteration 14Q: 3 clusters Score -1178208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -1178225.000000 Penalty: 3249.417236
	Iteration 15Q: 3 clusters Score -1178225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -1178241.000000 Penalty: 3249.417236
	Iteration 16Q: 3 clusters Score -1178241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -1178257.875000 Penalty: 3249.417236
	Iteration 17Q: 3 clusters Score -1178258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -1178266.375000 Penalty: 3249.417236
	Iteration 18Q: 3 clusters Score -1178266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -1178268.125000 Penalty: 3249.417236
	Iteration 19Q: 3 clusters Score -1178268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -1178271.250000 Penalty: 3249.417236
	Iteration 20F: 3 clusters Score -1178271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -1178273.500000 Penalty: 3249.417236
	Iteration 21Q: 3 clusters Score -1178274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -1178276.500000 Penalty: 3249.417236
	Iteration 22Q: 3 clusters Score -1178276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -1178279.125000 Penalty: 3249.417236
	Iteration 23Q: 3 clusters Score -1178279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -1178279.125000 Penalty: 3249.417236
	Iteration 24F: 3 clusters Score -1178279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Entering Unmasked Estep 
Score: -318296.375000 Penalty: 1415.019653
	Iteration 0F: 2 clusters Score -318296.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -313705.812500 Penalty: 2830.039307
	Iteration 0F: 3 clusters Score -313705.8 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -314986.843750 Penalty: 2830.039307
	Iteration 1F: 3 clusters Score -314986.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -315155.031250 Penalty: 2830.039307
	Iteration 2F: 3 clusters Score -315155 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -315287.468750 Penalty: 2830.039307
	Iteration 3Q: 3 clusters Score -315287.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -315388.375000 Penalty: 2830.039307
	Iteration 4Q: 3 clusters Score -315388.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -315471.625000 Penalty: 2830.039307
	Iteration 5Q: 3 clusters Score -315471.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -315550.687500 Penalty: 2830.039307
	Iteration 6Q: 3 clusters Score -315550.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -315645.062500 Penalty: 2830.039307
	Iteration 7Q: 3 clusters Score -315645.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -315741.875000 Penalty: 2830.039307
	Iteration 8Q: 3 clusters Score -315741.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -315863.750000 Penalty: 2830.039307
	Iteration 9Q: 3 clusters Score -315863.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -316014.812500 Penalty: 2830.039307
	Iteration 10Q: 3 clusters Score -316014.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -316197.968750 Penalty: 2830.039307
	Iteration 11Q: 3 clusters Score -316198 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -316374.843750 Penalty: 2830.039307
	Iteration 12Q: 3 clusters Score -316374.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -316557.718750 Penalty: 2830.039307
	Iteration 13Q: 3 clusters Score -316557.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -316710.187500 Penalty: 2830.039307
	Iteration 14Q: 3 clusters Score -316710.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -316808.968750 Penalty: 2830.039307
	Iteration 15Q: 3 clusters Score -316809 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -316883.406250 Penalty: 2830.039307
	Iteration 16Q: 3 clusters Score -316883.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -316943.750000 Penalty: 2830.039307
	Iteration 17Q: 3 clusters Score -316943.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -316993.000000 Penalty: 2830.039307
	Iteration 18Q: 3 clusters Score -316993 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -317024.250000 Penalty: 2830.039307
	Iteration 19Q: 3 clusters Score -317024.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -317041.687500 Penalty: 2830.039307
	Iteration 20F: 3 clusters Score -317041.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -317051.468750 Penalty: 2830.039307
	Iteration 21Q: 3 clusters Score -317051.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -317058.125000 Penalty: 2830.039307
	Iteration 22Q: 3 clusters Score -317058.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -317062.093750 Penalty: 2830.039307
	Iteration 23Q: 3 clusters Score -317062.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -317068.375000 Penalty: 2830.039307
	Iteration 24Q: 3 clusters Score -317068.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -317076.218750 Penalty: 2830.039307
	Iteration 25Q: 3 clusters Score -317076.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -317081.343750 Penalty: 2830.039307
	Iteration 26Q: 3 clusters Score -317081.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -317083.187500 Penalty: 2830.039307
	Iteration 27Q: 3 clusters Score -317083.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -317083.937500 Penalty: 2830.039307
	Iteration 28Q: 3 clusters Score -317083.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -317085.562500 Penalty: 2830.039307
	Iteration 29Q: 3 clusters Score -317085.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -317086.343750 Penalty: 2830.039307
	Iteration 30Q: 3 clusters Score -317086.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -317087.562500 Penalty: 2830.039307
	Iteration 31Q: 3 clusters Score -317087.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -317089.187500 Penalty: 2830.039307
	Iteration 32Q: 3 clusters Score -317089.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -317090.031250 Penalty: 2830.039307
	Iteration 33Q: 3 clusters Score -317090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -317091.875000 Penalty: 2830.039307
	Iteration 34Q: 3 clusters Score -317091.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -317092.468750 Penalty: 2830.039307
	Iteration 35Q: 3 clusters Score -317092.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -317092.125000 Penalty: 2830.039307
	Iteration 36Q: 3 clusters Score -317092.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -317093.281250 Penalty: 2830.039307
	Iteration 37Q: 3 clusters Score -317093.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -317093.593750 Penalty: 2830.039307
	Iteration 38Q: 3 clusters Score -317093.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -317094.468750 Penalty: 2830.039307
	Iteration 39Q: 3 clusters Score -317094.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -317094.468750 Penalty: 2830.039307
	Iteration 40F: 3 clusters Score -317094.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78435 members 
Entering Unmasked Estep 
Score: -4201916.000000 Penalty: 1831.379150
	Iteration 0F: 2 clusters Score -4201916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -4149534.250000 Penalty: 3662.758301
	Iteration 0F: 3 clusters Score -4149534 nChanged 37270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -4171372.500000 Penalty: 3662.758301
	Iteration 1F: 3 clusters Score -4171372 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -4172219.250000 Penalty: 3662.758301
	Iteration 2Q: 3 clusters Score -4172219 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -4173198.250000 Penalty: 3662.758301
	Iteration 3Q: 3 clusters Score -4173198 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -4174589.750000 Penalty: 3662.758301
	Iteration 4Q: 3 clusters Score -4174590 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -4176686.000000 Penalty: 3662.758301
	Iteration 5F: 3 clusters Score -4176686 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
Score: -4179890.500000 Penalty: 3662.758301
	Iteration 6F: 3 clusters Score -4179890 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 57702 members 
Entering Unmasked Estep 
Score: -4184065.750000 Penalty: 3662.758301
	Iteration 7F: 3 clusters Score -4184066 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 62560 members 
Entering Unmasked Estep 
Score: -4188680.500000 Penalty: 3662.758301
	Iteration 8F: 3 clusters Score -4188680 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 66620 members 
Entering Unmasked Estep 
Score: -4192845.000000 Penalty: 3662.758301
	Iteration 9F: 3 clusters Score -4192845 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 69539 members 
Entering Unmasked Estep 
Score: -4195825.500000 Penalty: 3662.758301
	Iteration 10Q: 3 clusters Score -4195826 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 71410 members 
Entering Unmasked Estep 
Score: -4197764.000000 Penalty: 3662.758301
	Iteration 11Q: 3 clusters Score -4197764 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 72662 members 
Entering Unmasked Estep 
Score: -4198968.500000 Penalty: 3662.758301
	Iteration 12Q: 3 clusters Score -4198968 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 73472 members 
Entering Unmasked Estep 
Score: -4199784.500000 Penalty: 3662.758301
	Iteration 13Q: 3 clusters Score -4199784 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 74058 members 
Entering Unmasked Estep 
Score: -4200383.000000 Penalty: 3662.758301
	Iteration 14Q: 3 clusters Score -4200383 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 74463 members 
Entering Unmasked Estep 
Score: -4200758.500000 Penalty: 3662.758301
	Iteration 15Q: 3 clusters Score -4200758 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 74748 members 
Entering Unmasked Estep 
Score: -4200961.000000 Penalty: 3662.758301
	Iteration 16Q: 3 clusters Score -4200961 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 74937 members 
Entering Unmasked Estep 
Score: -4201051.500000 Penalty: 3662.758301
	Iteration 17Q: 3 clusters Score -4201052 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 75076 members 
Entering Unmasked Estep 
Score: -4201118.000000 Penalty: 3662.758301
	Iteration 18Q: 3 clusters Score -4201118 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 75161 members 
Entering Unmasked Estep 
Score: -4201149.000000 Penalty: 3662.758301
	Iteration 19Q: 3 clusters Score -4201149 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 75232 members 
Entering Unmasked Estep 
Score: -4201164.000000 Penalty: 3662.758301
	Iteration 20F: 3 clusters Score -4201164 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 75300 members 
Entering Unmasked Estep 
Score: -4201189.500000 Penalty: 3662.758301
	Iteration 21Q: 3 clusters Score -4201190 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 75351 members 
Entering Unmasked Estep 
Score: -4201200.500000 Penalty: 3662.758301
	Iteration 22Q: 3 clusters Score -4201200 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 75400 members 
Entering Unmasked Estep 
Score: -4201206.000000 Penalty: 3662.758301
	Iteration 23Q: 3 clusters Score -4201206 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 75435 members 
Entering Unmasked Estep 
Score: -4201209.500000 Penalty: 3662.758301
	Iteration 24Q: 3 clusters Score -4201210 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 75465 members 
Entering Unmasked Estep 
Score: -4201219.500000 Penalty: 3662.758301
	Iteration 25Q: 3 clusters Score -4201220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 75493 members 
Entering Unmasked Estep 
Score: -4201219.500000 Penalty: 3662.758301
	Iteration 26Q: 3 clusters Score -4201220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
Score: -4201220.000000 Penalty: 3662.758301
	Iteration 27Q: 3 clusters Score -4201220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 75543 members 
Entering Unmasked Estep 
Score: -4201229.000000 Penalty: 3662.758301
	Iteration 28Q: 3 clusters Score -4201229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 75562 members 
Entering Unmasked Estep 
Score: -4201237.000000 Penalty: 3662.758301
	Iteration 29Q: 3 clusters Score -4201237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 75574 members 
Entering Unmasked Estep 
Score: -4201246.000000 Penalty: 3662.758301
	Iteration 30Q: 3 clusters Score -4201246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 75592 members 
Entering Unmasked Estep 
Score: -4201246.000000 Penalty: 3662.758301
	Iteration 31Q: 3 clusters Score -4201246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 75605 members 
Entering Unmasked Estep 
Score: -4201256.500000 Penalty: 3662.758301
	Iteration 32Q: 3 clusters Score -4201256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 75613 members 
Entering Unmasked Estep 
Score: -4201256.500000 Penalty: 3662.758301
	Iteration 33Q: 3 clusters Score -4201256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 75621 members 
Entering Unmasked Estep 
Score: -4201254.000000 Penalty: 3662.758301
	Iteration 34Q: 3 clusters Score -4201254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 75631 members 
Entering Unmasked Estep 
Score: -4201253.000000 Penalty: 3662.758301
	Iteration 35Q: 3 clusters Score -4201253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 75639 members 
Entering Unmasked Estep 
Score: -4201250.000000 Penalty: 3662.758301
	Iteration 36Q: 3 clusters Score -4201250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 75643 members 
Entering Unmasked Estep 
Score: -4201256.500000 Penalty: 3662.758301
	Iteration 37Q: 3 clusters Score -4201256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 75645 members 
Entering Unmasked Estep 
Score: -4201248.000000 Penalty: 3662.758301
	Iteration 38Q: 3 clusters Score -4201248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 75650 members 
Entering Unmasked Estep 
Score: -4201252.500000 Penalty: 3662.758301
	Iteration 39Q: 3 clusters Score -4201252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 75656 members 
Entering Unmasked Estep 
Score: -4201256.000000 Penalty: 3662.758301
	Iteration 40F: 3 clusters Score -4201256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 75662 members 
Entering Unmasked Estep 
Score: -4201257.500000 Penalty: 3662.758301
	Iteration 41Q: 3 clusters Score -4201258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 75670 members 
Entering Unmasked Estep 
Score: -4201252.000000 Penalty: 3662.758301
	Iteration 42Q: 3 clusters Score -4201252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 75676 members 
Entering Unmasked Estep 
Score: -4201255.500000 Penalty: 3662.758301
	Iteration 43Q: 3 clusters Score -4201256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 75679 members 
Entering Unmasked Estep 
Score: -4201258.500000 Penalty: 3662.758301
	Iteration 44Q: 3 clusters Score -4201258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 75683 members 
Entering Unmasked Estep 
Score: -4201263.500000 Penalty: 3662.758301
	Iteration 45Q: 3 clusters Score -4201264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 75687 members 
Entering Unmasked Estep 
Score: -4201260.000000 Penalty: 3662.758301
	Iteration 46Q: 3 clusters Score -4201260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 75692 members 
Entering Unmasked Estep 
Score: -4201264.000000 Penalty: 3662.758301
	Iteration 47Q: 3 clusters Score -4201264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 75700 members 
Entering Unmasked Estep 
Score: -4201260.500000 Penalty: 3662.758301
	Iteration 48Q: 3 clusters Score -4201260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 75709 members 
Entering Unmasked Estep 
Score: -4201256.000000 Penalty: 3662.758301
	Iteration 49Q: 3 clusters Score -4201256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 75715 members 
Entering Unmasked Estep 
Score: -4201261.500000 Penalty: 3662.758301
	Iteration 50Q: 3 clusters Score -4201262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 75720 members 
Entering Unmasked Estep 
Score: -4201264.500000 Penalty: 3662.758301
	Iteration 51Q: 3 clusters Score -4201264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 75725 members 
Entering Unmasked Estep 
Score: -4201267.000000 Penalty: 3662.758301
	Iteration 52Q: 3 clusters Score -4201267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 75729 members 
Entering Unmasked Estep 
Score: -4201256.000000 Penalty: 3662.758301
	Iteration 53Q: 3 clusters Score -4201256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 75733 members 
Entering Unmasked Estep 
Score: -4201257.500000 Penalty: 3662.758301
	Iteration 54Q: 3 clusters Score -4201258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 75736 members 
Entering Unmasked Estep 
Score: -4201263.000000 Penalty: 3662.758301
	Iteration 55Q: 3 clusters Score -4201263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 75739 members 
Entering Unmasked Estep 
Score: -4201260.500000 Penalty: 3662.758301
	Iteration 56Q: 3 clusters Score -4201260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 75741 members 
Entering Unmasked Estep 
Score: -4201262.000000 Penalty: 3662.758301
	Iteration 57Q: 3 clusters Score -4201262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 75742 members 
Entering Unmasked Estep 
Score: -4201261.000000 Penalty: 3662.758301
	Iteration 58Q: 3 clusters Score -4201261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 75742 members 
Entering Unmasked Estep 
Score: -4201261.000000 Penalty: 3662.758301
	Iteration 59F: 3 clusters Score -4201261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Entering Unmasked Estep 
Score: -1633087.125000 Penalty: 1684.673584
	Iteration 0F: 2 clusters Score -1633087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -1611624.625000 Penalty: 3369.347168
	Iteration 0F: 3 clusters Score -1611625 nChanged 14770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -1619670.500000 Penalty: 3369.347168
	Iteration 1F: 3 clusters Score -1619670 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1620046.250000 Penalty: 3369.347168
	Iteration 2Q: 3 clusters Score -1620046 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1620415.125000 Penalty: 3369.347168
	Iteration 3Q: 3 clusters Score -1620415 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -1620829.375000 Penalty: 3369.347168
	Iteration 4Q: 3 clusters Score -1620829 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1621352.125000 Penalty: 3369.347168
	Iteration 5Q: 3 clusters Score -1621352 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1621975.750000 Penalty: 3369.347168
	Iteration 6Q: 3 clusters Score -1621976 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1622806.500000 Penalty: 3369.347168
	Iteration 7Q: 3 clusters Score -1622806 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1623802.000000 Penalty: 3369.347168
	Iteration 8F: 3 clusters Score -1623802 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1625015.750000 Penalty: 3369.347168
	Iteration 9F: 3 clusters Score -1625016 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1626209.750000 Penalty: 3369.347168
	Iteration 10F: 3 clusters Score -1626210 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1627289.375000 Penalty: 3369.347168
	Iteration 11Q: 3 clusters Score -1627289 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1628171.250000 Penalty: 3369.347168
	Iteration 12Q: 3 clusters Score -1628171 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1628755.750000 Penalty: 3369.347168
	Iteration 13Q: 3 clusters Score -1628756 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1629186.875000 Penalty: 3369.347168
	Iteration 14Q: 3 clusters Score -1629187 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1629573.000000 Penalty: 3369.347168
	Iteration 15Q: 3 clusters Score -1629573 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1629913.750000 Penalty: 3369.347168
	Iteration 16Q: 3 clusters Score -1629914 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1630229.625000 Penalty: 3369.347168
	Iteration 17Q: 3 clusters Score -1630230 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1630480.875000 Penalty: 3369.347168
	Iteration 18Q: 3 clusters Score -1630481 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1630711.125000 Penalty: 3369.347168
	Iteration 19Q: 3 clusters Score -1630711 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1630933.875000 Penalty: 3369.347168
	Iteration 20F: 3 clusters Score -1630934 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1631110.125000 Penalty: 3369.347168
	Iteration 21Q: 3 clusters Score -1631110 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1631232.000000 Penalty: 3369.347168
	Iteration 22Q: 3 clusters Score -1631232 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1631341.625000 Penalty: 3369.347168
	Iteration 23Q: 3 clusters Score -1631342 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1631429.250000 Penalty: 3369.347168
	Iteration 24Q: 3 clusters Score -1631429 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1631513.125000 Penalty: 3369.347168
	Iteration 25Q: 3 clusters Score -1631513 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1631566.625000 Penalty: 3369.347168
	Iteration 26Q: 3 clusters Score -1631567 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1631626.000000 Penalty: 3369.347168
	Iteration 27Q: 3 clusters Score -1631626 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1631674.875000 Penalty: 3369.347168
	Iteration 28Q: 3 clusters Score -1631675 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1631731.500000 Penalty: 3369.347168
	Iteration 29Q: 3 clusters Score -1631732 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1631757.000000 Penalty: 3369.347168
	Iteration 30Q: 3 clusters Score -1631757 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1631776.625000 Penalty: 3369.347168
	Iteration 31Q: 3 clusters Score -1631777 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1631791.250000 Penalty: 3369.347168
	Iteration 32Q: 3 clusters Score -1631791 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1631809.875000 Penalty: 3369.347168
	Iteration 33Q: 3 clusters Score -1631810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1631812.375000 Penalty: 3369.347168
	Iteration 34Q: 3 clusters Score -1631812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1631815.250000 Penalty: 3369.347168
	Iteration 35Q: 3 clusters Score -1631815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1631827.750000 Penalty: 3369.347168
	Iteration 36Q: 3 clusters Score -1631828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1631831.500000 Penalty: 3369.347168
	Iteration 37Q: 3 clusters Score -1631832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1631833.875000 Penalty: 3369.347168
	Iteration 38Q: 3 clusters Score -1631834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1631845.000000 Penalty: 3369.347168
	Iteration 39Q: 3 clusters Score -1631845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1631845.750000 Penalty: 3369.347168
	Iteration 40F: 3 clusters Score -1631846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1631848.250000 Penalty: 3369.347168
	Iteration 41Q: 3 clusters Score -1631848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1631848.125000 Penalty: 3369.347168
	Iteration 42Q: 3 clusters Score -1631848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1631848.375000 Penalty: 3369.347168
	Iteration 43Q: 3 clusters Score -1631848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1631851.500000 Penalty: 3369.347168
	Iteration 44Q: 3 clusters Score -1631852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1631852.000000 Penalty: 3369.347168
	Iteration 45Q: 3 clusters Score -1631852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1631852.625000 Penalty: 3369.347168
	Iteration 46Q: 3 clusters Score -1631853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1631852.875000 Penalty: 3369.347168
	Iteration 47Q: 3 clusters Score -1631853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1631853.750000 Penalty: 3369.347168
	Iteration 48Q: 3 clusters Score -1631854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1631855.000000 Penalty: 3369.347168
	Iteration 49Q: 3 clusters Score -1631855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1631853.250000 Penalty: 3369.347168
	Iteration 50Q: 3 clusters Score -1631853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1631852.625000 Penalty: 3369.347168
	Iteration 51Q: 3 clusters Score -1631853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1631854.500000 Penalty: 3369.347168
	Iteration 52Q: 3 clusters Score -1631854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1631854.250000 Penalty: 3369.347168
	Iteration 53Q: 3 clusters Score -1631854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1631854.250000 Penalty: 3369.347168
	Iteration 54F: 3 clusters Score -1631854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Entering Unmasked Estep 
Score: -321583.781250 Penalty: 1425.246704
	Iteration 0F: 2 clusters Score -321583.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -316682.718750 Penalty: 2850.493408
	Iteration 0F: 3 clusters Score -316682.7 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -318151.781250 Penalty: 2850.493408
	Iteration 1F: 3 clusters Score -318151.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -318388.593750 Penalty: 2850.493408
	Iteration 2F: 3 clusters Score -318388.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -318625.937500 Penalty: 2850.493408
	Iteration 3F: 3 clusters Score -318625.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -318872.937500 Penalty: 2850.493408
	Iteration 4F: 3 clusters Score -318872.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -319142.031250 Penalty: 2850.493408
	Iteration 5F: 3 clusters Score -319142 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -319450.468750 Penalty: 2850.493408
	Iteration 6F: 3 clusters Score -319450.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -319772.812500 Penalty: 2850.493408
	Iteration 7F: 3 clusters Score -319772.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -319998.281250 Penalty: 2850.493408
	Iteration 8Q: 3 clusters Score -319998.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -320145.093750 Penalty: 2850.493408
	Iteration 9Q: 3 clusters Score -320145.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -320261.000000 Penalty: 2850.493408
	Iteration 10Q: 3 clusters Score -320261 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -320334.906250 Penalty: 2850.493408
	Iteration 11Q: 3 clusters Score -320334.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -320383.968750 Penalty: 2850.493408
	Iteration 12Q: 3 clusters Score -320384 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -320407.875000 Penalty: 2850.493408
	Iteration 13Q: 3 clusters Score -320407.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -320420.562500 Penalty: 2850.493408
	Iteration 14Q: 3 clusters Score -320420.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -320429.187500 Penalty: 2850.493408
	Iteration 15Q: 3 clusters Score -320429.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -320438.125000 Penalty: 2850.493408
	Iteration 16Q: 3 clusters Score -320438.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -320444.218750 Penalty: 2850.493408
	Iteration 17Q: 3 clusters Score -320444.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -320452.000000 Penalty: 2850.493408
	Iteration 18Q: 3 clusters Score -320452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -320458.906250 Penalty: 2850.493408
	Iteration 19Q: 3 clusters Score -320458.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -320468.375000 Penalty: 2850.493408
	Iteration 20F: 3 clusters Score -320468.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -320473.312500 Penalty: 2850.493408
	Iteration 21Q: 3 clusters Score -320473.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -320474.437500 Penalty: 2850.493408
	Iteration 22Q: 3 clusters Score -320474.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -320475.250000 Penalty: 2850.493408
	Iteration 23Q: 3 clusters Score -320475.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -320476.375000 Penalty: 2850.493408
	Iteration 24Q: 3 clusters Score -320476.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -320478.718750 Penalty: 2850.493408
	Iteration 25Q: 3 clusters Score -320478.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -320479.750000 Penalty: 2850.493408
	Iteration 26Q: 3 clusters Score -320479.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -320480.218750 Penalty: 2850.493408
	Iteration 27Q: 3 clusters Score -320480.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -320482.437500 Penalty: 2850.493408
	Iteration 28Q: 3 clusters Score -320482.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -320483.906250 Penalty: 2850.493408
	Iteration 29Q: 3 clusters Score -320483.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -320485.531250 Penalty: 2850.493408
	Iteration 30Q: 3 clusters Score -320485.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -320489.406250 Penalty: 2850.493408
	Iteration 31Q: 3 clusters Score -320489.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -320490.062500 Penalty: 2850.493408
	Iteration 32Q: 3 clusters Score -320490.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -320490.625000 Penalty: 2850.493408
	Iteration 33Q: 3 clusters Score -320490.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -320491.218750 Penalty: 2850.493408
	Iteration 34Q: 3 clusters Score -320491.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -320491.531250 Penalty: 2850.493408
	Iteration 35Q: 3 clusters Score -320491.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -320492.468750 Penalty: 2850.493408
	Iteration 36Q: 3 clusters Score -320492.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -320492.562500 Penalty: 2850.493408
	Iteration 37Q: 3 clusters Score -320492.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -320493.687500 Penalty: 2850.493408
	Iteration 38Q: 3 clusters Score -320493.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -320493.218750 Penalty: 2850.493408
	Iteration 39Q: 3 clusters Score -320493.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -320493.625000 Penalty: 2850.493408
	Iteration 40F: 3 clusters Score -320493.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Entering Unmasked Estep 
Score: -142945.593750 Penalty: 1296.809448
	Iteration 0F: 2 clusters Score -142945.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -140289.171875 Penalty: 2593.618896
	Iteration 0F: 3 clusters Score -140289.2 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -140957.984375 Penalty: 2593.618896
	Iteration 1F: 3 clusters Score -140958 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -141133.468750 Penalty: 2593.618896
	Iteration 2F: 3 clusters Score -141133.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -141247.875000 Penalty: 2593.618896
	Iteration 3F: 3 clusters Score -141247.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -141334.453125 Penalty: 2593.618896
	Iteration 4Q: 3 clusters Score -141334.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -141392.312500 Penalty: 2593.618896
	Iteration 5Q: 3 clusters Score -141392.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -141451.281250 Penalty: 2593.618896
	Iteration 6Q: 3 clusters Score -141451.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -141519.406250 Penalty: 2593.618896
	Iteration 7Q: 3 clusters Score -141519.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -141591.109375 Penalty: 2593.618896
	Iteration 8Q: 3 clusters Score -141591.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -141661.031250 Penalty: 2593.618896
	Iteration 9Q: 3 clusters Score -141661 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -141738.890625 Penalty: 2593.618896
	Iteration 10Q: 3 clusters Score -141738.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -141824.390625 Penalty: 2593.618896
	Iteration 11Q: 3 clusters Score -141824.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -141926.078125 Penalty: 2593.618896
	Iteration 12Q: 3 clusters Score -141926.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -142026.984375 Penalty: 2593.618896
	Iteration 13Q: 3 clusters Score -142027 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -142149.218750 Penalty: 2593.618896
	Iteration 14Q: 3 clusters Score -142149.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -142285.812500 Penalty: 2593.618896
	Iteration 15Q: 3 clusters Score -142285.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -142421.578125 Penalty: 2593.618896
	Iteration 16Q: 3 clusters Score -142421.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -142544.390625 Penalty: 2593.618896
	Iteration 17Q: 3 clusters Score -142544.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -142649.046875 Penalty: 2593.618896
	Iteration 18Q: 3 clusters Score -142649 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -142710.953125 Penalty: 2593.618896
	Iteration 19Q: 3 clusters Score -142711 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -142733.828125 Penalty: 2593.618896
	Iteration 20F: 3 clusters Score -142733.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -142752.906250 Penalty: 2593.618896
	Iteration 21Q: 3 clusters Score -142752.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -142772.109375 Penalty: 2593.618896
	Iteration 22Q: 3 clusters Score -142772.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -142796.171875 Penalty: 2593.618896
	Iteration 23Q: 3 clusters Score -142796.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -142809.390625 Penalty: 2593.618896
	Iteration 24Q: 3 clusters Score -142809.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -142814.796875 Penalty: 2593.618896
	Iteration 25Q: 3 clusters Score -142814.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -142820.906250 Penalty: 2593.618896
	Iteration 26Q: 3 clusters Score -142820.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -142825.203125 Penalty: 2593.618896
	Iteration 27Q: 3 clusters Score -142825.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -142830.546875 Penalty: 2593.618896
	Iteration 28Q: 3 clusters Score -142830.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -142833.593750 Penalty: 2593.618896
	Iteration 29Q: 3 clusters Score -142833.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -142835.312500 Penalty: 2593.618896
	Iteration 30Q: 3 clusters Score -142835.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -142837.578125 Penalty: 2593.618896
	Iteration 31Q: 3 clusters Score -142837.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -142837.906250 Penalty: 2593.618896
	Iteration 32Q: 3 clusters Score -142837.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -142837.906250 Penalty: 2593.618896
	Iteration 33F: 3 clusters Score -142837.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Entering Unmasked Estep 
Score: -2584067.000000 Penalty: 1751.092041
	Iteration 0F: 2 clusters Score -2584067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -2552187.500000 Penalty: 3502.184082
	Iteration 0F: 3 clusters Score -2552188 nChanged 22343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -2564881.750000 Penalty: 3502.184082
	Iteration 1F: 3 clusters Score -2564882 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -2565459.250000 Penalty: 3502.184082
	Iteration 2Q: 3 clusters Score -2565459 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -2566263.000000 Penalty: 3502.184082
	Iteration 3Q: 3 clusters Score -2566263 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -2567527.500000 Penalty: 3502.184082
	Iteration 4F: 3 clusters Score -2567528 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -2569335.250000 Penalty: 3502.184082
	Iteration 5F: 3 clusters Score -2569335 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -2571566.250000 Penalty: 3502.184082
	Iteration 6F: 3 clusters Score -2571566 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -2573727.000000 Penalty: 3502.184082
	Iteration 7F: 3 clusters Score -2573727 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -2575612.500000 Penalty: 3502.184082
	Iteration 8F: 3 clusters Score -2575612 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -2577286.750000 Penalty: 3502.184082
	Iteration 9F: 3 clusters Score -2577287 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -2578739.250000 Penalty: 3502.184082
	Iteration 10Q: 3 clusters Score -2578739 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -2580014.000000 Penalty: 3502.184082
	Iteration 11Q: 3 clusters Score -2580014 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -2581024.750000 Penalty: 3502.184082
	Iteration 12Q: 3 clusters Score -2581025 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 46902 members 
Entering Unmasked Estep 
Score: -2581731.750000 Penalty: 3502.184082
	Iteration 13Q: 3 clusters Score -2581732 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -2582145.750000 Penalty: 3502.184082
	Iteration 14Q: 3 clusters Score -2582146 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -2582290.000000 Penalty: 3502.184082
	Iteration 15Q: 3 clusters Score -2582290 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -2582376.750000 Penalty: 3502.184082
	Iteration 16Q: 3 clusters Score -2582377 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -2582425.500000 Penalty: 3502.184082
	Iteration 17Q: 3 clusters Score -2582426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -2582456.000000 Penalty: 3502.184082
	Iteration 18Q: 3 clusters Score -2582456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 47631 members 
Entering Unmasked Estep 
Score: -2582481.750000 Penalty: 3502.184082
	Iteration 19Q: 3 clusters Score -2582482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -2582505.250000 Penalty: 3502.184082
	Iteration 20F: 3 clusters Score -2582505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -2582515.250000 Penalty: 3502.184082
	Iteration 21Q: 3 clusters Score -2582515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -2582517.750000 Penalty: 3502.184082
	Iteration 22Q: 3 clusters Score -2582518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -2582519.750000 Penalty: 3502.184082
	Iteration 23Q: 3 clusters Score -2582520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -2582519.000000 Penalty: 3502.184082
	Iteration 24Q: 3 clusters Score -2582519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -2582523.750000 Penalty: 3502.184082
	Iteration 25Q: 3 clusters Score -2582524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -2582527.000000 Penalty: 3502.184082
	Iteration 26Q: 3 clusters Score -2582527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -2582529.750000 Penalty: 3502.184082
	Iteration 27Q: 3 clusters Score -2582530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -2582533.000000 Penalty: 3502.184082
	Iteration 28Q: 3 clusters Score -2582533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -2582536.000000 Penalty: 3502.184082
	Iteration 29Q: 3 clusters Score -2582536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -2582536.000000 Penalty: 3502.184082
	Iteration 30F: 3 clusters Score -2582536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Entering Unmasked Estep 
Score: -375886.125000 Penalty: 1449.171997
	Iteration 0F: 2 clusters Score -375886.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -370418.625000 Penalty: 2898.343994
	Iteration 0F: 3 clusters Score -370418.6 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -372117.062500 Penalty: 2898.343994
	Iteration 1F: 3 clusters Score -372117.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -372526.906250 Penalty: 2898.343994
	Iteration 2F: 3 clusters Score -372526.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -372985.718750 Penalty: 2898.343994
	Iteration 3F: 3 clusters Score -372985.7 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -373449.156250 Penalty: 2898.343994
	Iteration 4F: 3 clusters Score -373449.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -373886.875000 Penalty: 2898.343994
	Iteration 5F: 3 clusters Score -373886.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -374266.156250 Penalty: 2898.343994
	Iteration 6F: 3 clusters Score -374266.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -374598.968750 Penalty: 2898.343994
	Iteration 7F: 3 clusters Score -374599 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -374840.187500 Penalty: 2898.343994
	Iteration 8Q: 3 clusters Score -374840.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -375007.062500 Penalty: 2898.343994
	Iteration 9Q: 3 clusters Score -375007.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -375114.593750 Penalty: 2898.343994
	Iteration 10Q: 3 clusters Score -375114.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -375169.968750 Penalty: 2898.343994
	Iteration 11Q: 3 clusters Score -375170 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -375202.875000 Penalty: 2898.343994
	Iteration 12Q: 3 clusters Score -375202.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -375236.718750 Penalty: 2898.343994
	Iteration 13Q: 3 clusters Score -375236.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -375258.593750 Penalty: 2898.343994
	Iteration 14Q: 3 clusters Score -375258.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -375272.968750 Penalty: 2898.343994
	Iteration 15Q: 3 clusters Score -375273 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -375286.406250 Penalty: 2898.343994
	Iteration 16Q: 3 clusters Score -375286.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -375294.625000 Penalty: 2898.343994
	Iteration 17Q: 3 clusters Score -375294.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -375303.125000 Penalty: 2898.343994
	Iteration 18Q: 3 clusters Score -375303.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -375310.562500 Penalty: 2898.343994
	Iteration 19Q: 3 clusters Score -375310.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -375315.687500 Penalty: 2898.343994
	Iteration 20F: 3 clusters Score -375315.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -375320.750000 Penalty: 2898.343994
	Iteration 21Q: 3 clusters Score -375320.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -375324.750000 Penalty: 2898.343994
	Iteration 22Q: 3 clusters Score -375324.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -375327.062500 Penalty: 2898.343994
	Iteration 23Q: 3 clusters Score -375327.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -375329.406250 Penalty: 2898.343994
	Iteration 24Q: 3 clusters Score -375329.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -375330.781250 Penalty: 2898.343994
	Iteration 25Q: 3 clusters Score -375330.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -375331.062500 Penalty: 2898.343994
	Iteration 26Q: 3 clusters Score -375331.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -375331.062500 Penalty: 2898.343994
	Iteration 27Q: 3 clusters Score -375331.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -375332.281250 Penalty: 2898.343994
	Iteration 28Q: 3 clusters Score -375332.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -375332.125000 Penalty: 2898.343994
	Iteration 29Q: 3 clusters Score -375332.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -375332.031250 Penalty: 2898.343994
	Iteration 30Q: 3 clusters Score -375332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -375333.937500 Penalty: 2898.343994
	Iteration 31Q: 3 clusters Score -375333.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -375334.218750 Penalty: 2898.343994
	Iteration 32Q: 3 clusters Score -375334.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -375334.218750 Penalty: 2898.343994
	Iteration 33F: 3 clusters Score -375334.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -22169.531250 Penalty: 1017.492432
	Iteration 0F: 2 clusters Score -22169.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21097.900391 Penalty: 2034.984863
	Iteration 0F: 3 clusters Score -21097.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -21267.689453 Penalty: 2034.984863
	Iteration 1F: 3 clusters Score -21267.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -21316.115234 Penalty: 2034.984863
	Iteration 2Q: 3 clusters Score -21316.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -21347.068359 Penalty: 2034.984863
	Iteration 3Q: 3 clusters Score -21347.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -21363.154297 Penalty: 2034.984863
	Iteration 4Q: 3 clusters Score -21363.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -21384.621094 Penalty: 2034.984863
	Iteration 5Q: 3 clusters Score -21384.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21415.937500 Penalty: 2034.984863
	Iteration 6Q: 3 clusters Score -21415.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -21445.591797 Penalty: 2034.984863
	Iteration 7Q: 3 clusters Score -21445.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21462.134766 Penalty: 2034.984863
	Iteration 8Q: 3 clusters Score -21462.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -21480.658203 Penalty: 2034.984863
	Iteration 9Q: 3 clusters Score -21480.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -21491.394531 Penalty: 2034.984863
	Iteration 10Q: 3 clusters Score -21491.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21500.572266 Penalty: 2034.984863
	Iteration 11Q: 3 clusters Score -21500.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21508.667969 Penalty: 2034.984863
	Iteration 12Q: 3 clusters Score -21508.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21522.851562 Penalty: 2034.984863
	Iteration 13Q: 3 clusters Score -21522.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21534.416016 Penalty: 2034.984863
	Iteration 14Q: 3 clusters Score -21534.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21541.671875 Penalty: 2034.984863
	Iteration 15Q: 3 clusters Score -21541.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21543.978516 Penalty: 2034.984863
	Iteration 16Q: 3 clusters Score -21543.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21546.443359 Penalty: 2034.984863
	Iteration 17Q: 3 clusters Score -21546.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21546.443359 Penalty: 2034.984863
	Iteration 18F: 3 clusters Score -21546.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Entering Unmasked Estep 
Score: -428472.343750 Penalty: 1459.849609
	Iteration 0F: 2 clusters Score -428472.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -422552.343750 Penalty: 2919.699219
	Iteration 0F: 3 clusters Score -422552.3 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -424334.031250 Penalty: 2919.699219
	Iteration 1F: 3 clusters Score -424334 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -424503.937500 Penalty: 2919.699219
	Iteration 2F: 3 clusters Score -424503.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -424629.812500 Penalty: 2919.699219
	Iteration 3Q: 3 clusters Score -424629.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -424717.875000 Penalty: 2919.699219
	Iteration 4Q: 3 clusters Score -424717.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -424781.781250 Penalty: 2919.699219
	Iteration 5Q: 3 clusters Score -424781.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -424839.406250 Penalty: 2919.699219
	Iteration 6Q: 3 clusters Score -424839.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -424899.562500 Penalty: 2919.699219
	Iteration 7Q: 3 clusters Score -424899.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -424955.312500 Penalty: 2919.699219
	Iteration 8Q: 3 clusters Score -424955.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -425001.281250 Penalty: 2919.699219
	Iteration 9Q: 3 clusters Score -425001.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -425043.312500 Penalty: 2919.699219
	Iteration 10Q: 3 clusters Score -425043.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -425080.718750 Penalty: 2919.699219
	Iteration 11Q: 3 clusters Score -425080.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -425116.187500 Penalty: 2919.699219
	Iteration 12Q: 3 clusters Score -425116.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -425145.968750 Penalty: 2919.699219
	Iteration 13Q: 3 clusters Score -425146 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -425173.093750 Penalty: 2919.699219
	Iteration 14Q: 3 clusters Score -425173.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -425193.468750 Penalty: 2919.699219
	Iteration 15Q: 3 clusters Score -425193.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -425220.531250 Penalty: 2919.699219
	Iteration 16Q: 3 clusters Score -425220.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -425249.062500 Penalty: 2919.699219
	Iteration 17Q: 3 clusters Score -425249.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -425277.500000 Penalty: 2919.699219
	Iteration 18Q: 3 clusters Score -425277.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -425309.843750 Penalty: 2919.699219
	Iteration 19Q: 3 clusters Score -425309.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -425339.906250 Penalty: 2919.699219
	Iteration 20F: 3 clusters Score -425339.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -425370.875000 Penalty: 2919.699219
	Iteration 21Q: 3 clusters Score -425370.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -425405.312500 Penalty: 2919.699219
	Iteration 22Q: 3 clusters Score -425405.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -425450.562500 Penalty: 2919.699219
	Iteration 23Q: 3 clusters Score -425450.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -425500.375000 Penalty: 2919.699219
	Iteration 24Q: 3 clusters Score -425500.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -425551.875000 Penalty: 2919.699219
	Iteration 25Q: 3 clusters Score -425551.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -425606.156250 Penalty: 2919.699219
	Iteration 26Q: 3 clusters Score -425606.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -425668.375000 Penalty: 2919.699219
	Iteration 27Q: 3 clusters Score -425668.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -425745.906250 Penalty: 2919.699219
	Iteration 28Q: 3 clusters Score -425745.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -425823.000000 Penalty: 2919.699219
	Iteration 29Q: 3 clusters Score -425823 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -425887.187500 Penalty: 2919.699219
	Iteration 30Q: 3 clusters Score -425887.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -425940.468750 Penalty: 2919.699219
	Iteration 31Q: 3 clusters Score -425940.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -425979.125000 Penalty: 2919.699219
	Iteration 32Q: 3 clusters Score -425979.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -426005.843750 Penalty: 2919.699219
	Iteration 33Q: 3 clusters Score -426005.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -426024.968750 Penalty: 2919.699219
	Iteration 34Q: 3 clusters Score -426025 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -426046.531250 Penalty: 2919.699219
	Iteration 35Q: 3 clusters Score -426046.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -426062.250000 Penalty: 2919.699219
	Iteration 36Q: 3 clusters Score -426062.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -426076.843750 Penalty: 2919.699219
	Iteration 37Q: 3 clusters Score -426076.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -426095.218750 Penalty: 2919.699219
	Iteration 38Q: 3 clusters Score -426095.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -426119.875000 Penalty: 2919.699219
	Iteration 39Q: 3 clusters Score -426119.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -426148.687500 Penalty: 2919.699219
	Iteration 40F: 3 clusters Score -426148.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -426178.437500 Penalty: 2919.699219
	Iteration 41Q: 3 clusters Score -426178.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -426211.375000 Penalty: 2919.699219
	Iteration 42Q: 3 clusters Score -426211.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -426236.968750 Penalty: 2919.699219
	Iteration 43Q: 3 clusters Score -426237 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -426261.968750 Penalty: 2919.699219
	Iteration 44Q: 3 clusters Score -426262 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -426289.593750 Penalty: 2919.699219
	Iteration 45Q: 3 clusters Score -426289.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -426319.937500 Penalty: 2919.699219
	Iteration 46Q: 3 clusters Score -426319.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -426348.937500 Penalty: 2919.699219
	Iteration 47Q: 3 clusters Score -426348.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -426383.593750 Penalty: 2919.699219
	Iteration 48Q: 3 clusters Score -426383.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -426408.906250 Penalty: 2919.699219
	Iteration 49Q: 3 clusters Score -426408.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -426432.812500 Penalty: 2919.699219
	Iteration 50Q: 3 clusters Score -426432.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -426457.750000 Penalty: 2919.699219
	Iteration 51Q: 3 clusters Score -426457.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -426481.062500 Penalty: 2919.699219
	Iteration 52Q: 3 clusters Score -426481.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -426511.718750 Penalty: 2919.699219
	Iteration 53Q: 3 clusters Score -426511.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -426549.937500 Penalty: 2919.699219
	Iteration 54Q: 3 clusters Score -426549.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -426576.718750 Penalty: 2919.699219
	Iteration 55Q: 3 clusters Score -426576.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -426606.156250 Penalty: 2919.699219
	Iteration 56Q: 3 clusters Score -426606.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -426640.468750 Penalty: 2919.699219
	Iteration 57Q: 3 clusters Score -426640.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -426676.312500 Penalty: 2919.699219
	Iteration 58Q: 3 clusters Score -426676.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -426707.187500 Penalty: 2919.699219
	Iteration 59Q: 3 clusters Score -426707.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -426732.250000 Penalty: 2919.699219
	Iteration 60F: 3 clusters Score -426732.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -426760.250000 Penalty: 2919.699219
	Iteration 61Q: 3 clusters Score -426760.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -426795.968750 Penalty: 2919.699219
	Iteration 62Q: 3 clusters Score -426796 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -426831.093750 Penalty: 2919.699219
	Iteration 63Q: 3 clusters Score -426831.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -426859.125000 Penalty: 2919.699219
	Iteration 64Q: 3 clusters Score -426859.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -426884.656250 Penalty: 2919.699219
	Iteration 65Q: 3 clusters Score -426884.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -426910.000000 Penalty: 2919.699219
	Iteration 66Q: 3 clusters Score -426910 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -426937.343750 Penalty: 2919.699219
	Iteration 67Q: 3 clusters Score -426937.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -426960.375000 Penalty: 2919.699219
	Iteration 68Q: 3 clusters Score -426960.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -426980.718750 Penalty: 2919.699219
	Iteration 69Q: 3 clusters Score -426980.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -427001.406250 Penalty: 2919.699219
	Iteration 70Q: 3 clusters Score -427001.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -427022.406250 Penalty: 2919.699219
	Iteration 71Q: 3 clusters Score -427022.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -427045.000000 Penalty: 2919.699219
	Iteration 72Q: 3 clusters Score -427045 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -427068.000000 Penalty: 2919.699219
	Iteration 73Q: 3 clusters Score -427068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -427092.718750 Penalty: 2919.699219
	Iteration 74Q: 3 clusters Score -427092.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -427114.875000 Penalty: 2919.699219
	Iteration 75Q: 3 clusters Score -427114.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -427136.250000 Penalty: 2919.699219
	Iteration 76Q: 3 clusters Score -427136.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -427145.781250 Penalty: 2919.699219
	Iteration 77Q: 3 clusters Score -427145.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -427153.875000 Penalty: 2919.699219
	Iteration 78Q: 3 clusters Score -427153.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -427161.312500 Penalty: 2919.699219
	Iteration 79Q: 3 clusters Score -427161.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -427165.937500 Penalty: 2919.699219
	Iteration 80F: 3 clusters Score -427165.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -427176.125000 Penalty: 2919.699219
	Iteration 81Q: 3 clusters Score -427176.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -427183.812500 Penalty: 2919.699219
	Iteration 82Q: 3 clusters Score -427183.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -427191.562500 Penalty: 2919.699219
	Iteration 83Q: 3 clusters Score -427191.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -427196.906250 Penalty: 2919.699219
	Iteration 84Q: 3 clusters Score -427196.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -427199.968750 Penalty: 2919.699219
	Iteration 85Q: 3 clusters Score -427200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -427202.437500 Penalty: 2919.699219
	Iteration 86Q: 3 clusters Score -427202.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -427205.625000 Penalty: 2919.699219
	Iteration 87Q: 3 clusters Score -427205.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -427209.687500 Penalty: 2919.699219
	Iteration 88Q: 3 clusters Score -427209.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -427212.218750 Penalty: 2919.699219
	Iteration 89Q: 3 clusters Score -427212.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -427212.531250 Penalty: 2919.699219
	Iteration 90Q: 3 clusters Score -427212.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -427213.125000 Penalty: 2919.699219
	Iteration 91Q: 3 clusters Score -427213.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -427214.531250 Penalty: 2919.699219
	Iteration 92Q: 3 clusters Score -427214.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -427216.593750 Penalty: 2919.699219
	Iteration 93Q: 3 clusters Score -427216.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -427217.687500 Penalty: 2919.699219
	Iteration 94Q: 3 clusters Score -427217.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -427221.656250 Penalty: 2919.699219
	Iteration 95Q: 3 clusters Score -427221.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -427223.625000 Penalty: 2919.699219
	Iteration 96Q: 3 clusters Score -427223.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -427227.937500 Penalty: 2919.699219
	Iteration 97Q: 3 clusters Score -427227.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -427229.875000 Penalty: 2919.699219
	Iteration 98Q: 3 clusters Score -427229.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -427229.937500 Penalty: 2919.699219
	Iteration 99Q: 3 clusters Score -427229.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -427230.781250 Penalty: 2919.699219
	Iteration 100F: 3 clusters Score -427230.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -427231.968750 Penalty: 2919.699219
	Iteration 101Q: 3 clusters Score -427232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -427232.812500 Penalty: 2919.699219
	Iteration 102Q: 3 clusters Score -427232.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -427235.218750 Penalty: 2919.699219
	Iteration 103Q: 3 clusters Score -427235.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -427236.875000 Penalty: 2919.699219
	Iteration 104Q: 3 clusters Score -427236.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -427237.156250 Penalty: 2919.699219
	Iteration 105Q: 3 clusters Score -427237.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -427239.312500 Penalty: 2919.699219
	Iteration 106Q: 3 clusters Score -427239.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -427239.281250 Penalty: 2919.699219
	Iteration 107Q: 3 clusters Score -427239.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -427239.968750 Penalty: 2919.699219
	Iteration 108Q: 3 clusters Score -427240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -427239.968750 Penalty: 2919.699219
	Iteration 109F: 3 clusters Score -427240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Entering Unmasked Estep 
Score: -99360.656250 Penalty: 1246.520386
	Iteration 0F: 2 clusters Score -99360.66 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 1091 members 
Entering Unmasked Estep 
Score: -97179.984375 Penalty: 2493.040771
	Iteration 0F: 3 clusters Score -97179.98 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -97804.609375 Penalty: 2493.040771
	Iteration 1F: 3 clusters Score -97804.61 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -98002.312500 Penalty: 2493.040771
	Iteration 2F: 3 clusters Score -98002.31 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -98185.921875 Penalty: 2493.040771
	Iteration 3F: 3 clusters Score -98185.92 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -98348.882812 Penalty: 2493.040771
	Iteration 4F: 3 clusters Score -98348.88 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -98464.648438 Penalty: 2493.040771
	Iteration 5F: 3 clusters Score -98464.65 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -98551.437500 Penalty: 2493.040771
	Iteration 6Q: 3 clusters Score -98551.44 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -98616.898438 Penalty: 2493.040771
	Iteration 7Q: 3 clusters Score -98616.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -98650.492188 Penalty: 2493.040771
	Iteration 8Q: 3 clusters Score -98650.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -98663.859375 Penalty: 2493.040771
	Iteration 9Q: 3 clusters Score -98663.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -98669.992188 Penalty: 2493.040771
	Iteration 10Q: 3 clusters Score -98669.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -98675.062500 Penalty: 2493.040771
	Iteration 11Q: 3 clusters Score -98675.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -98679.039062 Penalty: 2493.040771
	Iteration 12Q: 3 clusters Score -98679.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -98684.000000 Penalty: 2493.040771
	Iteration 13Q: 3 clusters Score -98684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -98689.164062 Penalty: 2493.040771
	Iteration 14Q: 3 clusters Score -98689.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -98689.835938 Penalty: 2493.040771
	Iteration 15Q: 3 clusters Score -98689.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -98691.312500 Penalty: 2493.040771
	Iteration 16Q: 3 clusters Score -98691.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -98695.148438 Penalty: 2493.040771
	Iteration 17Q: 3 clusters Score -98695.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -98700.609375 Penalty: 2493.040771
	Iteration 18Q: 3 clusters Score -98700.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -98706.398438 Penalty: 2493.040771
	Iteration 19Q: 3 clusters Score -98706.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -98709.312500 Penalty: 2493.040771
	Iteration 20F: 3 clusters Score -98709.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -98710.789062 Penalty: 2493.040771
	Iteration 21Q: 3 clusters Score -98710.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -98712.132812 Penalty: 2493.040771
	Iteration 22Q: 3 clusters Score -98712.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -98713.773438 Penalty: 2493.040771
	Iteration 23Q: 3 clusters Score -98713.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -98716.250000 Penalty: 2493.040771
	Iteration 24Q: 3 clusters Score -98716.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -98718.546875 Penalty: 2493.040771
	Iteration 25Q: 3 clusters Score -98718.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -98718.546875 Penalty: 2493.040771
	Iteration 26F: 3 clusters Score -98718.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Entering Unmasked Estep 
Score: -297895.375000 Penalty: 1402.052979
	Iteration 0F: 2 clusters Score -297895.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -293558.937500 Penalty: 2804.105957
	Iteration 0F: 3 clusters Score -293558.9 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -294697.875000 Penalty: 2804.105957
	Iteration 1F: 3 clusters Score -294697.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -294910.593750 Penalty: 2804.105957
	Iteration 2F: 3 clusters Score -294910.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -295068.562500 Penalty: 2804.105957
	Iteration 3F: 3 clusters Score -295068.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -295196.968750 Penalty: 2804.105957
	Iteration 4Q: 3 clusters Score -295197 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -295338.093750 Penalty: 2804.105957
	Iteration 5Q: 3 clusters Score -295338.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -295454.593750 Penalty: 2804.105957
	Iteration 6Q: 3 clusters Score -295454.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -295596.156250 Penalty: 2804.105957
	Iteration 7Q: 3 clusters Score -295596.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -295795.437500 Penalty: 2804.105957
	Iteration 8Q: 3 clusters Score -295795.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -295997.937500 Penalty: 2804.105957
	Iteration 9Q: 3 clusters Score -295997.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -296185.718750 Penalty: 2804.105957
	Iteration 10Q: 3 clusters Score -296185.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -296340.343750 Penalty: 2804.105957
	Iteration 11Q: 3 clusters Score -296340.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -296471.406250 Penalty: 2804.105957
	Iteration 12Q: 3 clusters Score -296471.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -296581.468750 Penalty: 2804.105957
	Iteration 13Q: 3 clusters Score -296581.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -296644.062500 Penalty: 2804.105957
	Iteration 14Q: 3 clusters Score -296644.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -296683.687500 Penalty: 2804.105957
	Iteration 15Q: 3 clusters Score -296683.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -296715.000000 Penalty: 2804.105957
	Iteration 16Q: 3 clusters Score -296715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -296726.437500 Penalty: 2804.105957
	Iteration 17Q: 3 clusters Score -296726.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -296730.312500 Penalty: 2804.105957
	Iteration 18Q: 3 clusters Score -296730.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -296733.625000 Penalty: 2804.105957
	Iteration 19Q: 3 clusters Score -296733.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -296736.187500 Penalty: 2804.105957
	Iteration 20F: 3 clusters Score -296736.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -296737.750000 Penalty: 2804.105957
	Iteration 21Q: 3 clusters Score -296737.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -296740.250000 Penalty: 2804.105957
	Iteration 22Q: 3 clusters Score -296740.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -296744.812500 Penalty: 2804.105957
	Iteration 23Q: 3 clusters Score -296744.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -296755.468750 Penalty: 2804.105957
	Iteration 24Q: 3 clusters Score -296755.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -296762.437500 Penalty: 2804.105957
	Iteration 25Q: 3 clusters Score -296762.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -296767.281250 Penalty: 2804.105957
	Iteration 26Q: 3 clusters Score -296767.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -296767.281250 Penalty: 2804.105957
	Iteration 27F: 3 clusters Score -296767.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Entering Unmasked Estep 
Score: -1501231.000000 Penalty: 1668.300171
	Iteration 0F: 2 clusters Score -1501231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1481942.750000 Penalty: 3336.600342
	Iteration 0F: 3 clusters Score -1481943 nChanged 13103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1489035.250000 Penalty: 3336.600342
	Iteration 1F: 3 clusters Score -1489035 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1489444.250000 Penalty: 3336.600342
	Iteration 2Q: 3 clusters Score -1489444 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -1489987.625000 Penalty: 3336.600342
	Iteration 3Q: 3 clusters Score -1489988 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1490860.375000 Penalty: 3336.600342
	Iteration 4F: 3 clusters Score -1490860 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1492363.500000 Penalty: 3336.600342
	Iteration 5F: 3 clusters Score -1492364 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1494247.875000 Penalty: 3336.600342
	Iteration 6F: 3 clusters Score -1494248 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1495927.375000 Penalty: 3336.600342
	Iteration 7F: 3 clusters Score -1495927 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1496967.750000 Penalty: 3336.600342
	Iteration 8F: 3 clusters Score -1496968 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1497552.125000 Penalty: 3336.600342
	Iteration 9Q: 3 clusters Score -1497552 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1497847.250000 Penalty: 3336.600342
	Iteration 10Q: 3 clusters Score -1497847 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1498064.000000 Penalty: 3336.600342
	Iteration 11Q: 3 clusters Score -1498064 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1498209.250000 Penalty: 3336.600342
	Iteration 12Q: 3 clusters Score -1498209 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1498351.625000 Penalty: 3336.600342
	Iteration 13Q: 3 clusters Score -1498352 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1498519.750000 Penalty: 3336.600342
	Iteration 14Q: 3 clusters Score -1498520 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1498647.875000 Penalty: 3336.600342
	Iteration 15Q: 3 clusters Score -1498648 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1498785.875000 Penalty: 3336.600342
	Iteration 16Q: 3 clusters Score -1498786 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1498932.625000 Penalty: 3336.600342
	Iteration 17Q: 3 clusters Score -1498933 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1499072.375000 Penalty: 3336.600342
	Iteration 18Q: 3 clusters Score -1499072 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1499228.625000 Penalty: 3336.600342
	Iteration 19Q: 3 clusters Score -1499229 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1499379.750000 Penalty: 3336.600342
	Iteration 20F: 3 clusters Score -1499380 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1499501.750000 Penalty: 3336.600342
	Iteration 21Q: 3 clusters Score -1499502 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1499621.000000 Penalty: 3336.600342
	Iteration 22Q: 3 clusters Score -1499621 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1499737.375000 Penalty: 3336.600342
	Iteration 23Q: 3 clusters Score -1499737 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1499805.000000 Penalty: 3336.600342
	Iteration 24Q: 3 clusters Score -1499805 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1499879.000000 Penalty: 3336.600342
	Iteration 25Q: 3 clusters Score -1499879 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1499917.750000 Penalty: 3336.600342
	Iteration 26Q: 3 clusters Score -1499918 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1499949.125000 Penalty: 3336.600342
	Iteration 27Q: 3 clusters Score -1499949 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1499980.625000 Penalty: 3336.600342
	Iteration 28Q: 3 clusters Score -1499981 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1500002.250000 Penalty: 3336.600342
	Iteration 29Q: 3 clusters Score -1500002 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1500022.375000 Penalty: 3336.600342
	Iteration 30Q: 3 clusters Score -1500022 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1500035.500000 Penalty: 3336.600342
	Iteration 31Q: 3 clusters Score -1500036 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1500045.750000 Penalty: 3336.600342
	Iteration 32Q: 3 clusters Score -1500046 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1500061.250000 Penalty: 3336.600342
	Iteration 33Q: 3 clusters Score -1500061 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1500073.375000 Penalty: 3336.600342
	Iteration 34Q: 3 clusters Score -1500073 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1500073.125000 Penalty: 3336.600342
	Iteration 35Q: 3 clusters Score -1500073 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1500084.250000 Penalty: 3336.600342
	Iteration 36Q: 3 clusters Score -1500084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1500089.500000 Penalty: 3336.600342
	Iteration 37Q: 3 clusters Score -1500090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1500092.125000 Penalty: 3336.600342
	Iteration 38Q: 3 clusters Score -1500092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1500092.000000 Penalty: 3336.600342
	Iteration 39Q: 3 clusters Score -1500092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1500093.875000 Penalty: 3336.600342
	Iteration 40F: 3 clusters Score -1500094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1500095.000000 Penalty: 3336.600342
	Iteration 41Q: 3 clusters Score -1500095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1500096.375000 Penalty: 3336.600342
	Iteration 42Q: 3 clusters Score -1500096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1500095.625000 Penalty: 3336.600342
	Iteration 43Q: 3 clusters Score -1500096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1500097.000000 Penalty: 3336.600342
	Iteration 44Q: 3 clusters Score -1500097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1500101.625000 Penalty: 3336.600342
	Iteration 45Q: 3 clusters Score -1500102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1500102.625000 Penalty: 3336.600342
	Iteration 46Q: 3 clusters Score -1500103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1500105.750000 Penalty: 3336.600342
	Iteration 47Q: 3 clusters Score -1500106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1500105.000000 Penalty: 3336.600342
	Iteration 48Q: 3 clusters Score -1500105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1500104.875000 Penalty: 3336.600342
	Iteration 49Q: 3 clusters Score -1500105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1500107.375000 Penalty: 3336.600342
	Iteration 50Q: 3 clusters Score -1500107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1500109.375000 Penalty: 3336.600342
	Iteration 51Q: 3 clusters Score -1500109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1500109.875000 Penalty: 3336.600342
	Iteration 52Q: 3 clusters Score -1500110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1500112.500000 Penalty: 3336.600342
	Iteration 53Q: 3 clusters Score -1500112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1500112.250000 Penalty: 3336.600342
	Iteration 54Q: 3 clusters Score -1500112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1500111.875000 Penalty: 3336.600342
	Iteration 55Q: 3 clusters Score -1500112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1500111.875000 Penalty: 3336.600342
	Iteration 56F: 3 clusters Score -1500112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Entering Unmasked Estep 
Score: -79488.671875 Penalty: 1207.682495
	Iteration 0F: 2 clusters Score -79488.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -77622.335938 Penalty: 2415.364990
	Iteration 0F: 3 clusters Score -77622.34 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -78046.054688 Penalty: 2415.364990
	Iteration 1F: 3 clusters Score -78046.05 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -78157.054688 Penalty: 2415.364990
	Iteration 2F: 3 clusters Score -78157.05 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -78224.773438 Penalty: 2415.364990
	Iteration 3Q: 3 clusters Score -78224.77 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -78284.406250 Penalty: 2415.364990
	Iteration 4Q: 3 clusters Score -78284.41 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -78334.320312 Penalty: 2415.364990
	Iteration 5Q: 3 clusters Score -78334.32 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -78365.734375 Penalty: 2415.364990
	Iteration 6Q: 3 clusters Score -78365.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -78393.414062 Penalty: 2415.364990
	Iteration 7Q: 3 clusters Score -78393.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -78434.171875 Penalty: 2415.364990
	Iteration 8Q: 3 clusters Score -78434.17 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -78467.703125 Penalty: 2415.364990
	Iteration 9Q: 3 clusters Score -78467.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -78503.539062 Penalty: 2415.364990
	Iteration 10Q: 3 clusters Score -78503.54 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -78540.085938 Penalty: 2415.364990
	Iteration 11Q: 3 clusters Score -78540.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -78578.281250 Penalty: 2415.364990
	Iteration 12Q: 3 clusters Score -78578.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -78622.289062 Penalty: 2415.364990
	Iteration 13Q: 3 clusters Score -78622.29 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -78680.304688 Penalty: 2415.364990
	Iteration 14Q: 3 clusters Score -78680.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -78732.515625 Penalty: 2415.364990
	Iteration 15Q: 3 clusters Score -78732.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -78789.625000 Penalty: 2415.364990
	Iteration 16Q: 3 clusters Score -78789.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -78834.460938 Penalty: 2415.364990
	Iteration 17Q: 3 clusters Score -78834.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -78877.015625 Penalty: 2415.364990
	Iteration 18Q: 3 clusters Score -78877.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -78922.695312 Penalty: 2415.364990
	Iteration 19Q: 3 clusters Score -78922.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -78952.203125 Penalty: 2415.364990
	Iteration 20F: 3 clusters Score -78952.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -78981.718750 Penalty: 2415.364990
	Iteration 21Q: 3 clusters Score -78981.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -79010.265625 Penalty: 2415.364990
	Iteration 22Q: 3 clusters Score -79010.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -79032.648438 Penalty: 2415.364990
	Iteration 23Q: 3 clusters Score -79032.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -79046.742188 Penalty: 2415.364990
	Iteration 24Q: 3 clusters Score -79046.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -79053.929688 Penalty: 2415.364990
	Iteration 25Q: 3 clusters Score -79053.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -79062.656250 Penalty: 2415.364990
	Iteration 26Q: 3 clusters Score -79062.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -79072.265625 Penalty: 2415.364990
	Iteration 27Q: 3 clusters Score -79072.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -79075.492188 Penalty: 2415.364990
	Iteration 28Q: 3 clusters Score -79075.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -79076.585938 Penalty: 2415.364990
	Iteration 29Q: 3 clusters Score -79076.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -79077.585938 Penalty: 2415.364990
	Iteration 30Q: 3 clusters Score -79077.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -79077.585938 Penalty: 2415.364990
	Iteration 31F: 3 clusters Score -79077.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Entering Unmasked Estep 
Score: -46591.875000 Penalty: 1127.628784
	Iteration 0F: 2 clusters Score -46591.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -45125.226562 Penalty: 2255.257568
	Iteration 0F: 3 clusters Score -45125.23 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -45381.207031 Penalty: 2255.257568
	Iteration 1F: 3 clusters Score -45381.21 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -45451.921875 Penalty: 2255.257568
	Iteration 2F: 3 clusters Score -45451.92 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -45504.738281 Penalty: 2255.257568
	Iteration 3Q: 3 clusters Score -45504.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -45556.449219 Penalty: 2255.257568
	Iteration 4Q: 3 clusters Score -45556.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -45612.042969 Penalty: 2255.257568
	Iteration 5Q: 3 clusters Score -45612.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -45652.410156 Penalty: 2255.257568
	Iteration 6Q: 3 clusters Score -45652.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -45679.894531 Penalty: 2255.257568
	Iteration 7Q: 3 clusters Score -45679.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -45700.343750 Penalty: 2255.257568
	Iteration 8Q: 3 clusters Score -45700.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -45720.359375 Penalty: 2255.257568
	Iteration 9Q: 3 clusters Score -45720.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -45737.480469 Penalty: 2255.257568
	Iteration 10Q: 3 clusters Score -45737.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -45755.707031 Penalty: 2255.257568
	Iteration 11Q: 3 clusters Score -45755.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -45768.546875 Penalty: 2255.257568
	Iteration 12Q: 3 clusters Score -45768.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -45777.464844 Penalty: 2255.257568
	Iteration 13Q: 3 clusters Score -45777.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -45790.503906 Penalty: 2255.257568
	Iteration 14Q: 3 clusters Score -45790.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -45806.816406 Penalty: 2255.257568
	Iteration 15Q: 3 clusters Score -45806.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -45822.160156 Penalty: 2255.257568
	Iteration 16Q: 3 clusters Score -45822.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -45838.984375 Penalty: 2255.257568
	Iteration 17Q: 3 clusters Score -45838.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -45853.984375 Penalty: 2255.257568
	Iteration 18Q: 3 clusters Score -45853.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -45862.238281 Penalty: 2255.257568
	Iteration 19Q: 3 clusters Score -45862.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -45868.066406 Penalty: 2255.257568
	Iteration 20F: 3 clusters Score -45868.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -45873.382812 Penalty: 2255.257568
	Iteration 21Q: 3 clusters Score -45873.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -45876.117188 Penalty: 2255.257568
	Iteration 22Q: 3 clusters Score -45876.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -45879.390625 Penalty: 2255.257568
	Iteration 23Q: 3 clusters Score -45879.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -45881.453125 Penalty: 2255.257568
	Iteration 24Q: 3 clusters Score -45881.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -45883.285156 Penalty: 2255.257568
	Iteration 25Q: 3 clusters Score -45883.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -45886.734375 Penalty: 2255.257568
	Iteration 26Q: 3 clusters Score -45886.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -45887.132812 Penalty: 2255.257568
	Iteration 27Q: 3 clusters Score -45887.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -45887.328125 Penalty: 2255.257568
	Iteration 28Q: 3 clusters Score -45887.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -45887.949219 Penalty: 2255.257568
	Iteration 29Q: 3 clusters Score -45887.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -45888.648438 Penalty: 2255.257568
	Iteration 30Q: 3 clusters Score -45888.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -45888.648438 Penalty: 2255.257568
	Iteration 31F: 3 clusters Score -45888.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195817 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103156 members 
Mstep: Class 5 contains 9332 members 
Mstep: Class 6 contains 13576 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 2633 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89950 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 7559 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 21987 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78435 members 
Mstep: Class 19 contains 31800 members 
Mstep: Class 20 contains 6443 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 47856 members 
Mstep: Class 23 contains 7465 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933484.000000 Penalty: 65686.531250
Iteration 159Q: 31 clusters Score -3.593348e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195816 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103158 members 
Mstep: Class 5 contains 9333 members 
Mstep: Class 6 contains 13576 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 2633 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89950 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 7559 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 21987 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78433 members 
Mstep: Class 19 contains 31800 members 
Mstep: Class 20 contains 6443 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 47856 members 
Mstep: Class 23 contains 7465 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933472.000000 Penalty: 65686.531250
Iteration 160F: 31 clusters Score -3.593347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195814 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103161 members 
Mstep: Class 5 contains 9332 members 
Mstep: Class 6 contains 13576 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 2633 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89950 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 7559 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 21987 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78434 members 
Mstep: Class 19 contains 31799 members 
Mstep: Class 20 contains 6443 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 47856 members 
Mstep: Class 23 contains 7465 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933476.000000 Penalty: 65686.531250
Iteration 161Q: 31 clusters Score -3.593348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195813 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103163 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 13576 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 2633 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89950 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 7559 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 21987 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78434 members 
Mstep: Class 19 contains 31799 members 
Mstep: Class 20 contains 6443 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 47856 members 
Mstep: Class 23 contains 7465 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933480.000000 Penalty: 65686.531250
Iteration 162Q: 31 clusters Score -3.593348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195812 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103164 members 
Mstep: Class 5 contains 9332 members 
Mstep: Class 6 contains 13576 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 2633 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89950 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 7559 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 21987 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78433 members 
Mstep: Class 19 contains 31799 members 
Mstep: Class 20 contains 6443 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 47856 members 
Mstep: Class 23 contains 7465 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933484.000000 Penalty: 65686.531250
Iteration 163Q: 31 clusters Score -3.593348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195812 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103165 members 
Mstep: Class 5 contains 9332 members 
Mstep: Class 6 contains 13576 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 2633 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89950 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 7559 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 21987 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78432 members 
Mstep: Class 19 contains 31799 members 
Mstep: Class 20 contains 6443 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 47856 members 
Mstep: Class 23 contains 7465 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933480.000000 Penalty: 65686.531250
Iteration 164Q: 31 clusters Score -3.593348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195812 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103168 members 
Mstep: Class 5 contains 9332 members 
Mstep: Class 6 contains 13576 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 2633 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89950 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 7559 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 21987 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78429 members 
Mstep: Class 19 contains 31799 members 
Mstep: Class 20 contains 6443 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 47856 members 
Mstep: Class 23 contains 7465 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933484.000000 Penalty: 65686.531250
Iteration 165Q: 31 clusters Score -3.593348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195811 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103171 members 
Mstep: Class 5 contains 9332 members 
Mstep: Class 6 contains 13576 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 2633 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89950 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 7559 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 21987 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78427 members 
Mstep: Class 19 contains 31799 members 
Mstep: Class 20 contains 6443 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 47856 members 
Mstep: Class 23 contains 7465 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933476.000000 Penalty: 65686.531250
Iteration 166Q: 31 clusters Score -3.593348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195811 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103172 members 
Mstep: Class 5 contains 9332 members 
Mstep: Class 6 contains 13576 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 2633 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89950 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 7559 members 
Mstep: Class 14 contains 5977 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 21987 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78427 members 
Mstep: Class 19 contains 31799 members 
Mstep: Class 20 contains 6443 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 47856 members 
Mstep: Class 23 contains 7465 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933476.000000 Penalty: 65686.531250
Iteration 167Q: 31 clusters Score -3.593348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 195811 members 
Mstep: Class 3 contains 7840 members 
Mstep: Class 4 contains 103172 members 
Mstep: Class 5 contains 9332 members 
Mstep: Class 6 contains 13576 members 
Mstep: Class 7 contains 14148 members 
Mstep: Class 8 contains 2633 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 89950 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 13 contains 7559 members 
Mstep: Class 14 contains 5977 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 21987 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 78427 members 
Mstep: Class 19 contains 31799 members 
Mstep: Class 20 contains 6443 members 
Mstep: Class 21 contains 2923 members 
Mstep: Class 22 contains 47856 members 
Mstep: Class 23 contains 7465 members 
Mstep: Class 24 contains 524 members 
Mstep: Class 25 contains 7972 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 5586 members 
Mstep: Class 28 contains 28752 members 
Mstep: Class 29 contains 1689 members 
Mstep: Class 30 contains 1032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -35933476.000000 Penalty: 65686.531250
Iteration 168F: 31 clusters Score -3.593348e+07 nChanged 0
Entering ConstructFrom: 
Score: -35933476.000000 Penalty: 65686.531250
Entering ConstructFrom: 
Trying to split cluster 1 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -56150.121094 Penalty: 1153.486084
	Iteration 0F: 2 clusters Score -56150.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -54570.281250 Penalty: 2306.972168
	Iteration 0F: 3 clusters Score -54570.28 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -54855.625000 Penalty: 2306.972168
	Iteration 1F: 3 clusters Score -54855.62 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -54936.667969 Penalty: 2306.972168
	Iteration 2F: 3 clusters Score -54936.67 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -54976.351562 Penalty: 2306.972168
	Iteration 3Q: 3 clusters Score -54976.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -54999.039062 Penalty: 2306.972168
	Iteration 4Q: 3 clusters Score -54999.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -55011.191406 Penalty: 2306.972168
	Iteration 5Q: 3 clusters Score -55011.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -55019.769531 Penalty: 2306.972168
	Iteration 6Q: 3 clusters Score -55019.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -55026.179688 Penalty: 2306.972168
	Iteration 7Q: 3 clusters Score -55026.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -55032.593750 Penalty: 2306.972168
	Iteration 8Q: 3 clusters Score -55032.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -55041.386719 Penalty: 2306.972168
	Iteration 9Q: 3 clusters Score -55041.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -55053.843750 Penalty: 2306.972168
	Iteration 10Q: 3 clusters Score -55053.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -55064.117188 Penalty: 2306.972168
	Iteration 11Q: 3 clusters Score -55064.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -55067.011719 Penalty: 2306.972168
	Iteration 12Q: 3 clusters Score -55067.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -55070.355469 Penalty: 2306.972168
	Iteration 13Q: 3 clusters Score -55070.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -55075.250000 Penalty: 2306.972168
	Iteration 14Q: 3 clusters Score -55075.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -55078.765625 Penalty: 2306.972168
	Iteration 15Q: 3 clusters Score -55078.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -55080.050781 Penalty: 2306.972168
	Iteration 16Q: 3 clusters Score -55080.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -55080.828125 Penalty: 2306.972168
	Iteration 17Q: 3 clusters Score -55080.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -55083.035156 Penalty: 2306.972168
	Iteration 18Q: 3 clusters Score -55083.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -55083.433594 Penalty: 2306.972168
	Iteration 19Q: 3 clusters Score -55083.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -55083.433594 Penalty: 2306.972168
	Iteration 20F: 3 clusters Score -55083.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (195811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195811 members 
Entering Unmasked Estep 
Score: -10579912.000000 Penalty: 1980.047119
	Iteration 0F: 2 clusters Score -1.057991e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98073 members 
Mstep: Class 2 contains 97738 members 
Entering Unmasked Estep 
Score: -10448025.000000 Penalty: 3960.094238
	Iteration 0F: 3 clusters Score -1.044802e+07 nChanged 94965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104020 members 
Mstep: Class 2 contains 91791 members 
Entering Unmasked Estep 
Score: -10504205.000000 Penalty: 3960.094238
	Iteration 1F: 3 clusters Score -1.05042e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107625 members 
Mstep: Class 2 contains 88186 members 
Entering Unmasked Estep 
Score: -10506198.000000 Penalty: 3960.094238
	Iteration 2Q: 3 clusters Score -1.05062e+07 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113386 members 
Mstep: Class 2 contains 82425 members 
Entering Unmasked Estep 
Score: -10509791.000000 Penalty: 3960.094238
	Iteration 3Q: 3 clusters Score -1.050979e+07 nChanged 11924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122138 members 
Mstep: Class 2 contains 73673 members 
Entering Unmasked Estep 
Score: -10516882.000000 Penalty: 3960.094238
	Iteration 4F: 3 clusters Score -1.051688e+07 nChanged 15734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134542 members 
Mstep: Class 2 contains 61269 members 
Entering Unmasked Estep 
Score: -10528536.000000 Penalty: 3960.094238
	Iteration 5F: 3 clusters Score -1.052854e+07 nChanged 17265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148829 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -10543231.000000 Penalty: 3960.094238
	Iteration 6F: 3 clusters Score -1.054323e+07 nChanged 14916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161475 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -10557687.000000 Penalty: 3960.094238
	Iteration 7F: 3 clusters Score -1.055769e+07 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169437 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -10568021.000000 Penalty: 3960.094238
	Iteration 8Q: 3 clusters Score -1.056802e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172909 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -10572657.000000 Penalty: 3960.094238
	Iteration 9Q: 3 clusters Score -1.057266e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174811 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -10574251.000000 Penalty: 3960.094238
	Iteration 10Q: 3 clusters Score -1.057425e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176348 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -10574866.000000 Penalty: 3960.094238
	Iteration 11Q: 3 clusters Score -1.057487e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177767 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -10575348.000000 Penalty: 3960.094238
	Iteration 12Q: 3 clusters Score -1.057535e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179118 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -10575734.000000 Penalty: 3960.094238
	Iteration 13Q: 3 clusters Score -1.057573e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180378 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -10576170.000000 Penalty: 3960.094238
	Iteration 14Q: 3 clusters Score -1.057617e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181546 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -10576525.000000 Penalty: 3960.094238
	Iteration 15Q: 3 clusters Score -1.057652e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182563 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -10576836.000000 Penalty: 3960.094238
	Iteration 16Q: 3 clusters Score -1.057684e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183537 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -10577102.000000 Penalty: 3960.094238
	Iteration 17Q: 3 clusters Score -1.05771e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184421 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -10577376.000000 Penalty: 3960.094238
	Iteration 18Q: 3 clusters Score -1.057738e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185245 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -10577644.000000 Penalty: 3960.094238
	Iteration 19Q: 3 clusters Score -1.057764e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185981 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -10577860.000000 Penalty: 3960.094238
	Iteration 20F: 3 clusters Score -1.057786e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186633 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -10578066.000000 Penalty: 3960.094238
	Iteration 21Q: 3 clusters Score -1.057807e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187212 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -10578247.000000 Penalty: 3960.094238
	Iteration 22Q: 3 clusters Score -1.057825e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187747 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -10578466.000000 Penalty: 3960.094238
	Iteration 23Q: 3 clusters Score -1.057847e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188245 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -10578601.000000 Penalty: 3960.094238
	Iteration 24Q: 3 clusters Score -1.05786e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188674 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -10578751.000000 Penalty: 3960.094238
	Iteration 25Q: 3 clusters Score -1.057875e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189045 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -10578832.000000 Penalty: 3960.094238
	Iteration 26Q: 3 clusters Score -1.057883e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189375 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -10578920.000000 Penalty: 3960.094238
	Iteration 27Q: 3 clusters Score -1.057892e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189659 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -10579020.000000 Penalty: 3960.094238
	Iteration 28Q: 3 clusters Score -1.057902e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189904 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -10579125.000000 Penalty: 3960.094238
	Iteration 29Q: 3 clusters Score -1.057912e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190126 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -10579185.000000 Penalty: 3960.094238
	Iteration 30Q: 3 clusters Score -1.057918e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190302 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -10579243.000000 Penalty: 3960.094238
	Iteration 31Q: 3 clusters Score -1.057924e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190468 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -10579279.000000 Penalty: 3960.094238
	Iteration 32Q: 3 clusters Score -1.057928e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190608 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -10579306.000000 Penalty: 3960.094238
	Iteration 33Q: 3 clusters Score -1.057931e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190715 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -10579330.000000 Penalty: 3960.094238
	Iteration 34Q: 3 clusters Score -1.057933e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190798 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -10579355.000000 Penalty: 3960.094238
	Iteration 35Q: 3 clusters Score -1.057936e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190872 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -10579364.000000 Penalty: 3960.094238
	Iteration 36Q: 3 clusters Score -1.057936e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190957 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -10579345.000000 Penalty: 3960.094238
	Iteration 37Q: 3 clusters Score -1.057934e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191030 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -10579352.000000 Penalty: 3960.094238
	Iteration 38Q: 3 clusters Score -1.057935e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191081 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -10579363.000000 Penalty: 3960.094238
	Iteration 39Q: 3 clusters Score -1.057936e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191125 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -10579389.000000 Penalty: 3960.094238
	Iteration 40F: 3 clusters Score -1.057939e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191183 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -10579407.000000 Penalty: 3960.094238
	Iteration 41Q: 3 clusters Score -1.057941e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191235 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -10579414.000000 Penalty: 3960.094238
	Iteration 42Q: 3 clusters Score -1.057941e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191274 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -10579423.000000 Penalty: 3960.094238
	Iteration 43Q: 3 clusters Score -1.057942e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191300 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -10579435.000000 Penalty: 3960.094238
	Iteration 44Q: 3 clusters Score -1.057944e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191328 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -10579422.000000 Penalty: 3960.094238
	Iteration 45Q: 3 clusters Score -1.057942e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191361 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -10579441.000000 Penalty: 3960.094238
	Iteration 46Q: 3 clusters Score -1.057944e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191385 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -10579414.000000 Penalty: 3960.094238
	Iteration 47Q: 3 clusters Score -1.057941e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191402 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -10579431.000000 Penalty: 3960.094238
	Iteration 48Q: 3 clusters Score -1.057943e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191416 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -10579433.000000 Penalty: 3960.094238
	Iteration 49Q: 3 clusters Score -1.057943e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191428 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -10579436.000000 Penalty: 3960.094238
	Iteration 50Q: 3 clusters Score -1.057944e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191446 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -10579424.000000 Penalty: 3960.094238
	Iteration 51Q: 3 clusters Score -1.057942e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191470 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -10579436.000000 Penalty: 3960.094238
	Iteration 52Q: 3 clusters Score -1.057944e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191484 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -10579429.000000 Penalty: 3960.094238
	Iteration 53Q: 3 clusters Score -1.057943e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191492 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -10579425.000000 Penalty: 3960.094238
	Iteration 54Q: 3 clusters Score -1.057942e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191500 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -10579430.000000 Penalty: 3960.094238
	Iteration 55Q: 3 clusters Score -1.057943e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191505 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -10579418.000000 Penalty: 3960.094238
	Iteration 56Q: 3 clusters Score -1.057942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191506 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -10579429.000000 Penalty: 3960.094238
	Iteration 57Q: 3 clusters Score -1.057943e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191506 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -10579435.000000 Penalty: 3960.094238
	Iteration 58Q: 3 clusters Score -1.057944e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191509 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -10579444.000000 Penalty: 3960.094238
	Iteration 59Q: 3 clusters Score -1.057944e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191516 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -10579450.000000 Penalty: 3960.094238
	Iteration 60F: 3 clusters Score -1.057945e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191526 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -10579458.000000 Penalty: 3960.094238
	Iteration 61Q: 3 clusters Score -1.057946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191536 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -10579459.000000 Penalty: 3960.094238
	Iteration 62Q: 3 clusters Score -1.057946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191541 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -10579464.000000 Penalty: 3960.094238
	Iteration 63Q: 3 clusters Score -1.057946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191548 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -10579474.000000 Penalty: 3960.094238
	Iteration 64Q: 3 clusters Score -1.057947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191551 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -10579477.000000 Penalty: 3960.094238
	Iteration 65Q: 3 clusters Score -1.057948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191556 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -10579474.000000 Penalty: 3960.094238
	Iteration 66Q: 3 clusters Score -1.057947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191560 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -10579470.000000 Penalty: 3960.094238
	Iteration 67Q: 3 clusters Score -1.057947e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191567 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -10579495.000000 Penalty: 3960.094238
	Iteration 68Q: 3 clusters Score -1.05795e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191575 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -10579488.000000 Penalty: 3960.094238
	Iteration 69Q: 3 clusters Score -1.057949e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191590 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -10579488.000000 Penalty: 3960.094238
	Iteration 70Q: 3 clusters Score -1.057949e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191604 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -10579490.000000 Penalty: 3960.094238
	Iteration 71Q: 3 clusters Score -1.057949e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191621 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -10579492.000000 Penalty: 3960.094238
	Iteration 72Q: 3 clusters Score -1.057949e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191634 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -10579483.000000 Penalty: 3960.094238
	Iteration 73Q: 3 clusters Score -1.057948e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191642 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -10579484.000000 Penalty: 3960.094238
	Iteration 74Q: 3 clusters Score -1.057948e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191651 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -10579480.000000 Penalty: 3960.094238
	Iteration 75Q: 3 clusters Score -1.057948e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191660 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -10579479.000000 Penalty: 3960.094238
	Iteration 76Q: 3 clusters Score -1.057948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191662 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -10579486.000000 Penalty: 3960.094238
	Iteration 77Q: 3 clusters Score -1.057949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191664 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -10579480.000000 Penalty: 3960.094238
	Iteration 78Q: 3 clusters Score -1.057948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191665 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -10579472.000000 Penalty: 3960.094238
	Iteration 79Q: 3 clusters Score -1.057947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191664 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -10579476.000000 Penalty: 3960.094238
	Iteration 80F: 3 clusters Score -1.057948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191665 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -10579477.000000 Penalty: 3960.094238
	Iteration 81Q: 3 clusters Score -1.057948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191665 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -10579477.000000 Penalty: 3960.094238
	Iteration 82F: 3 clusters Score -1.057948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Entering Unmasked Estep 
Score: -401570.437500 Penalty: 1457.136597
	Iteration 0F: 2 clusters Score -401570.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -395847.687500 Penalty: 2914.273193
	Iteration 0F: 3 clusters Score -395847.7 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -397583.906250 Penalty: 2914.273193
	Iteration 1F: 3 clusters Score -397583.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -397816.125000 Penalty: 2914.273193
	Iteration 2F: 3 clusters Score -397816.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -398007.875000 Penalty: 2914.273193
	Iteration 3F: 3 clusters Score -398007.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -398181.750000 Penalty: 2914.273193
	Iteration 4Q: 3 clusters Score -398181.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -398422.125000 Penalty: 2914.273193
	Iteration 5F: 3 clusters Score -398422.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -398740.000000 Penalty: 2914.273193
	Iteration 6F: 3 clusters Score -398740 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -399122.906250 Penalty: 2914.273193
	Iteration 7F: 3 clusters Score -399122.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -399521.218750 Penalty: 2914.273193
	Iteration 8F: 3 clusters Score -399521.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -399869.937500 Penalty: 2914.273193
	Iteration 9F: 3 clusters Score -399869.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -400122.687500 Penalty: 2914.273193
	Iteration 10Q: 3 clusters Score -400122.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -400275.312500 Penalty: 2914.273193
	Iteration 11Q: 3 clusters Score -400275.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -400377.312500 Penalty: 2914.273193
	Iteration 12Q: 3 clusters Score -400377.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -400443.062500 Penalty: 2914.273193
	Iteration 13Q: 3 clusters Score -400443.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -400493.281250 Penalty: 2914.273193
	Iteration 14Q: 3 clusters Score -400493.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -400526.562500 Penalty: 2914.273193
	Iteration 15Q: 3 clusters Score -400526.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -400551.343750 Penalty: 2914.273193
	Iteration 16Q: 3 clusters Score -400551.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -400573.656250 Penalty: 2914.273193
	Iteration 17Q: 3 clusters Score -400573.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -400589.656250 Penalty: 2914.273193
	Iteration 18Q: 3 clusters Score -400589.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -400602.906250 Penalty: 2914.273193
	Iteration 19Q: 3 clusters Score -400602.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -400616.625000 Penalty: 2914.273193
	Iteration 20F: 3 clusters Score -400616.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -400624.281250 Penalty: 2914.273193
	Iteration 21Q: 3 clusters Score -400624.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -400632.343750 Penalty: 2914.273193
	Iteration 22Q: 3 clusters Score -400632.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -400637.312500 Penalty: 2914.273193
	Iteration 23Q: 3 clusters Score -400637.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -400641.718750 Penalty: 2914.273193
	Iteration 24Q: 3 clusters Score -400641.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -400648.031250 Penalty: 2914.273193
	Iteration 25Q: 3 clusters Score -400648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -400653.906250 Penalty: 2914.273193
	Iteration 26Q: 3 clusters Score -400653.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -400662.000000 Penalty: 2914.273193
	Iteration 27Q: 3 clusters Score -400662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -400668.906250 Penalty: 2914.273193
	Iteration 28Q: 3 clusters Score -400668.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -400673.187500 Penalty: 2914.273193
	Iteration 29Q: 3 clusters Score -400673.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -400676.187500 Penalty: 2914.273193
	Iteration 30Q: 3 clusters Score -400676.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -400677.312500 Penalty: 2914.273193
	Iteration 31Q: 3 clusters Score -400677.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -400678.031250 Penalty: 2914.273193
	Iteration 32Q: 3 clusters Score -400678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -400677.375000 Penalty: 2914.273193
	Iteration 33Q: 3 clusters Score -400677.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -400678.437500 Penalty: 2914.273193
	Iteration 34Q: 3 clusters Score -400678.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -400679.625000 Penalty: 2914.273193
	Iteration 35Q: 3 clusters Score -400679.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -400680.718750 Penalty: 2914.273193
	Iteration 36Q: 3 clusters Score -400680.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -400683.062500 Penalty: 2914.273193
	Iteration 37Q: 3 clusters Score -400683.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -400682.343750 Penalty: 2914.273193
	Iteration 38Q: 3 clusters Score -400682.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -400682.343750 Penalty: 2914.273193
	Iteration 39F: 3 clusters Score -400682.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (103172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103172 members 
Entering Unmasked Estep 
Score: -5560801.000000 Penalty: 1875.924927
	Iteration 0F: 2 clusters Score -5560801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51672 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -5491385.500000 Penalty: 3751.849854
	Iteration 0F: 3 clusters Score -5491386 nChanged 49573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54037 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -5520407.500000 Penalty: 3751.849854
	Iteration 1F: 3 clusters Score -5520408 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55615 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -5521279.500000 Penalty: 3751.849854
	Iteration 2Q: 3 clusters Score -5521280 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58040 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -5522487.500000 Penalty: 3751.849854
	Iteration 3Q: 3 clusters Score -5522488 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61570 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -5524386.000000 Penalty: 3751.849854
	Iteration 4Q: 3 clusters Score -5524386 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66589 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -5527447.000000 Penalty: 3751.849854
	Iteration 5F: 3 clusters Score -5527447 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73296 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -5532460.000000 Penalty: 3751.849854
	Iteration 6F: 3 clusters Score -5532460 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81319 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -5539255.000000 Penalty: 3751.849854
	Iteration 7F: 3 clusters Score -5539255 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89209 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -5546544.000000 Penalty: 3751.849854
	Iteration 8F: 3 clusters Score -5546544 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95496 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -5552541.000000 Penalty: 3751.849854
	Iteration 9F: 3 clusters Score -5552541 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99449 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -5556180.500000 Penalty: 3751.849854
	Iteration 10Q: 3 clusters Score -5556180 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101444 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5557872.500000 Penalty: 3751.849854
	Iteration 11Q: 3 clusters Score -5557872 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102289 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5558613.000000 Penalty: 3751.849854
	Iteration 12Q: 3 clusters Score -5558613 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102613 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5558896.000000 Penalty: 3751.849854
	Iteration 13Q: 3 clusters Score -5558896 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102759 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5559024.000000 Penalty: 3751.849854
	Iteration 14Q: 3 clusters Score -5559024 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102823 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5559077.500000 Penalty: 3751.849854
	Iteration 15Q: 3 clusters Score -5559078 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102851 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5559104.500000 Penalty: 3751.849854
	Iteration 16Q: 3 clusters Score -5559104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102863 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5559124.000000 Penalty: 3751.849854
	Iteration 17Q: 3 clusters Score -5559124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102877 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5559147.000000 Penalty: 3751.849854
	Iteration 18Q: 3 clusters Score -5559147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102881 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5559159.000000 Penalty: 3751.849854
	Iteration 19Q: 3 clusters Score -5559159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102887 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5559171.000000 Penalty: 3751.849854
	Iteration 20F: 3 clusters Score -5559171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102893 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5559176.000000 Penalty: 3751.849854
	Iteration 21Q: 3 clusters Score -5559176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102893 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5559179.000000 Penalty: 3751.849854
	Iteration 22Q: 3 clusters Score -5559179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102893 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5559183.500000 Penalty: 3751.849854
	Iteration 23Q: 3 clusters Score -5559184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102897 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5559184.000000 Penalty: 3751.849854
	Iteration 24Q: 3 clusters Score -5559184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102900 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5559186.000000 Penalty: 3751.849854
	Iteration 25Q: 3 clusters Score -5559186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102901 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5559191.000000 Penalty: 3751.849854
	Iteration 26Q: 3 clusters Score -5559191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102903 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5559187.000000 Penalty: 3751.849854
	Iteration 27Q: 3 clusters Score -5559187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102903 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5559187.000000 Penalty: 3751.849854
	Iteration 28F: 3 clusters Score -5559187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Entering Unmasked Estep 
Score: -450747.781250 Penalty: 1485.445801
	Iteration 0F: 2 clusters Score -450747.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -444056.937500 Penalty: 2970.891602
	Iteration 0F: 3 clusters Score -444056.9 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -446156.906250 Penalty: 2970.891602
	Iteration 1F: 3 clusters Score -446156.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -446422.125000 Penalty: 2970.891602
	Iteration 2F: 3 clusters Score -446422.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -446661.875000 Penalty: 2970.891602
	Iteration 3F: 3 clusters Score -446661.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -446898.125000 Penalty: 2970.891602
	Iteration 4Q: 3 clusters Score -446898.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -447158.718750 Penalty: 2970.891602
	Iteration 5Q: 3 clusters Score -447158.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -447465.781250 Penalty: 2970.891602
	Iteration 6Q: 3 clusters Score -447465.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -447783.718750 Penalty: 2970.891602
	Iteration 7Q: 3 clusters Score -447783.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -448104.218750 Penalty: 2970.891602
	Iteration 8Q: 3 clusters Score -448104.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -448417.937500 Penalty: 2970.891602
	Iteration 9Q: 3 clusters Score -448417.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -448650.062500 Penalty: 2970.891602
	Iteration 10Q: 3 clusters Score -448650.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -448856.656250 Penalty: 2970.891602
	Iteration 11Q: 3 clusters Score -448856.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -449044.187500 Penalty: 2970.891602
	Iteration 12Q: 3 clusters Score -449044.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -449197.093750 Penalty: 2970.891602
	Iteration 13Q: 3 clusters Score -449197.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -449327.500000 Penalty: 2970.891602
	Iteration 14Q: 3 clusters Score -449327.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -449421.656250 Penalty: 2970.891602
	Iteration 15Q: 3 clusters Score -449421.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -449494.718750 Penalty: 2970.891602
	Iteration 16Q: 3 clusters Score -449494.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -449555.625000 Penalty: 2970.891602
	Iteration 17Q: 3 clusters Score -449555.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -449612.343750 Penalty: 2970.891602
	Iteration 18Q: 3 clusters Score -449612.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -449660.593750 Penalty: 2970.891602
	Iteration 19Q: 3 clusters Score -449660.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -449694.781250 Penalty: 2970.891602
	Iteration 20F: 3 clusters Score -449694.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -449720.375000 Penalty: 2970.891602
	Iteration 21Q: 3 clusters Score -449720.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -449738.125000 Penalty: 2970.891602
	Iteration 22Q: 3 clusters Score -449738.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -449755.218750 Penalty: 2970.891602
	Iteration 23Q: 3 clusters Score -449755.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -449769.281250 Penalty: 2970.891602
	Iteration 24Q: 3 clusters Score -449769.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -449782.468750 Penalty: 2970.891602
	Iteration 25Q: 3 clusters Score -449782.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -449792.812500 Penalty: 2970.891602
	Iteration 26Q: 3 clusters Score -449792.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -449798.468750 Penalty: 2970.891602
	Iteration 27Q: 3 clusters Score -449798.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -449801.968750 Penalty: 2970.891602
	Iteration 28Q: 3 clusters Score -449802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -449805.343750 Penalty: 2970.891602
	Iteration 29Q: 3 clusters Score -449805.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -449807.781250 Penalty: 2970.891602
	Iteration 30Q: 3 clusters Score -449807.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -449808.468750 Penalty: 2970.891602
	Iteration 31Q: 3 clusters Score -449808.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -449807.812500 Penalty: 2970.891602
	Iteration 32Q: 3 clusters Score -449807.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -449808.187500 Penalty: 2970.891602
	Iteration 33Q: 3 clusters Score -449808.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -449809.187500 Penalty: 2970.891602
	Iteration 34Q: 3 clusters Score -449809.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -449810.531250 Penalty: 2970.891602
	Iteration 35Q: 3 clusters Score -449810.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -449810.812500 Penalty: 2970.891602
	Iteration 36Q: 3 clusters Score -449810.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -449810.812500 Penalty: 2970.891602
	Iteration 37F: 3 clusters Score -449810.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Entering Unmasked Estep 
Score: -620358.375000 Penalty: 1546.359619
	Iteration 0F: 2 clusters Score -620358.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -610911.312500 Penalty: 3092.719238
	Iteration 0F: 3 clusters Score -610911.3 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -614184.687500 Penalty: 3092.719238
	Iteration 1F: 3 clusters Score -614184.7 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -614544.687500 Penalty: 3092.719238
	Iteration 2F: 3 clusters Score -614544.7 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -614865.687500 Penalty: 3092.719238
	Iteration 3F: 3 clusters Score -614865.7 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -615206.375000 Penalty: 3092.719238
	Iteration 4F: 3 clusters Score -615206.4 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -615561.000000 Penalty: 3092.719238
	Iteration 5F: 3 clusters Score -615561 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -615952.000000 Penalty: 3092.719238
	Iteration 6Q: 3 clusters Score -615952 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -616417.125000 Penalty: 3092.719238
	Iteration 7F: 3 clusters Score -616417.1 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -616937.125000 Penalty: 3092.719238
	Iteration 8F: 3 clusters Score -616937.1 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -617460.000000 Penalty: 3092.719238
	Iteration 9Q: 3 clusters Score -617460 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -618004.750000 Penalty: 3092.719238
	Iteration 10Q: 3 clusters Score -618004.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -618469.812500 Penalty: 3092.719238
	Iteration 11Q: 3 clusters Score -618469.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -618799.250000 Penalty: 3092.719238
	Iteration 12Q: 3 clusters Score -618799.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -618966.750000 Penalty: 3092.719238
	Iteration 13Q: 3 clusters Score -618966.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -619065.250000 Penalty: 3092.719238
	Iteration 14Q: 3 clusters Score -619065.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -619150.312500 Penalty: 3092.719238
	Iteration 15Q: 3 clusters Score -619150.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -619206.625000 Penalty: 3092.719238
	Iteration 16Q: 3 clusters Score -619206.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -619255.500000 Penalty: 3092.719238
	Iteration 17Q: 3 clusters Score -619255.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -619295.812500 Penalty: 3092.719238
	Iteration 18Q: 3 clusters Score -619295.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -619327.062500 Penalty: 3092.719238
	Iteration 19Q: 3 clusters Score -619327.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -619350.187500 Penalty: 3092.719238
	Iteration 20F: 3 clusters Score -619350.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -619362.250000 Penalty: 3092.719238
	Iteration 21Q: 3 clusters Score -619362.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -619369.562500 Penalty: 3092.719238
	Iteration 22Q: 3 clusters Score -619369.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -619373.187500 Penalty: 3092.719238
	Iteration 23Q: 3 clusters Score -619373.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -619375.500000 Penalty: 3092.719238
	Iteration 24Q: 3 clusters Score -619375.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -619377.000000 Penalty: 3092.719238
	Iteration 25Q: 3 clusters Score -619377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -619377.812500 Penalty: 3092.719238
	Iteration 26Q: 3 clusters Score -619377.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -619381.312500 Penalty: 3092.719238
	Iteration 27Q: 3 clusters Score -619381.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -619380.937500 Penalty: 3092.719238
	Iteration 28Q: 3 clusters Score -619380.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -619383.750000 Penalty: 3092.719238
	Iteration 29Q: 3 clusters Score -619383.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -619384.062500 Penalty: 3092.719238
	Iteration 30Q: 3 clusters Score -619384.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -619385.437500 Penalty: 3092.719238
	Iteration 31Q: 3 clusters Score -619385.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -619385.812500 Penalty: 3092.719238
	Iteration 32Q: 3 clusters Score -619385.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -619388.250000 Penalty: 3092.719238
	Iteration 33Q: 3 clusters Score -619388.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -619391.062500 Penalty: 3092.719238
	Iteration 34Q: 3 clusters Score -619391.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -619393.812500 Penalty: 3092.719238
	Iteration 35Q: 3 clusters Score -619393.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -619395.437500 Penalty: 3092.719238
	Iteration 36Q: 3 clusters Score -619395.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -619398.125000 Penalty: 3092.719238
	Iteration 37Q: 3 clusters Score -619398.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -619399.125000 Penalty: 3092.719238
	Iteration 38Q: 3 clusters Score -619399.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -619400.250000 Penalty: 3092.719238
	Iteration 39Q: 3 clusters Score -619400.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -619399.500000 Penalty: 3092.719238
	Iteration 40F: 3 clusters Score -619399.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -619400.312500 Penalty: 3092.719238
	Iteration 41Q: 3 clusters Score -619400.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -619400.312500 Penalty: 3092.719238
	Iteration 42F: 3 clusters Score -619400.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Entering Unmasked Estep 
Score: -767779.687500 Penalty: 1553.065796
	Iteration 0F: 2 clusters Score -767779.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -758022.875000 Penalty: 3106.131592
	Iteration 0F: 3 clusters Score -758022.9 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -761348.062500 Penalty: 3106.131592
	Iteration 1F: 3 clusters Score -761348.1 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -761622.562500 Penalty: 3106.131592
	Iteration 2F: 3 clusters Score -761622.6 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -761849.312500 Penalty: 3106.131592
	Iteration 3Q: 3 clusters Score -761849.3 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -762078.250000 Penalty: 3106.131592
	Iteration 4Q: 3 clusters Score -762078.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -762277.312500 Penalty: 3106.131592
	Iteration 5Q: 3 clusters Score -762277.3 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -762461.312500 Penalty: 3106.131592
	Iteration 6Q: 3 clusters Score -762461.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -762633.187500 Penalty: 3106.131592
	Iteration 7Q: 3 clusters Score -762633.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -762824.437500 Penalty: 3106.131592
	Iteration 8Q: 3 clusters Score -762824.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -763045.000000 Penalty: 3106.131592
	Iteration 9Q: 3 clusters Score -763045 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -763293.812500 Penalty: 3106.131592
	Iteration 10Q: 3 clusters Score -763293.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -763571.187500 Penalty: 3106.131592
	Iteration 11Q: 3 clusters Score -763571.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -763821.187500 Penalty: 3106.131592
	Iteration 12Q: 3 clusters Score -763821.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -764019.125000 Penalty: 3106.131592
	Iteration 13Q: 3 clusters Score -764019.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -764193.062500 Penalty: 3106.131592
	Iteration 14Q: 3 clusters Score -764193.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -764351.562500 Penalty: 3106.131592
	Iteration 15Q: 3 clusters Score -764351.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -764474.312500 Penalty: 3106.131592
	Iteration 16Q: 3 clusters Score -764474.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -764558.125000 Penalty: 3106.131592
	Iteration 17Q: 3 clusters Score -764558.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -764615.062500 Penalty: 3106.131592
	Iteration 18Q: 3 clusters Score -764615.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -764654.625000 Penalty: 3106.131592
	Iteration 19Q: 3 clusters Score -764654.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -764682.187500 Penalty: 3106.131592
	Iteration 20F: 3 clusters Score -764682.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -764705.875000 Penalty: 3106.131592
	Iteration 21Q: 3 clusters Score -764705.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -764723.937500 Penalty: 3106.131592
	Iteration 22Q: 3 clusters Score -764723.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -764744.687500 Penalty: 3106.131592
	Iteration 23Q: 3 clusters Score -764744.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -764760.750000 Penalty: 3106.131592
	Iteration 24Q: 3 clusters Score -764760.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -764769.062500 Penalty: 3106.131592
	Iteration 25Q: 3 clusters Score -764769.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -764779.625000 Penalty: 3106.131592
	Iteration 26Q: 3 clusters Score -764779.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -764787.875000 Penalty: 3106.131592
	Iteration 27Q: 3 clusters Score -764787.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -764797.125000 Penalty: 3106.131592
	Iteration 28Q: 3 clusters Score -764797.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -764806.687500 Penalty: 3106.131592
	Iteration 29Q: 3 clusters Score -764806.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -764816.187500 Penalty: 3106.131592
	Iteration 30Q: 3 clusters Score -764816.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -764820.500000 Penalty: 3106.131592
	Iteration 31Q: 3 clusters Score -764820.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -764827.500000 Penalty: 3106.131592
	Iteration 32Q: 3 clusters Score -764827.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -764831.812500 Penalty: 3106.131592
	Iteration 33Q: 3 clusters Score -764831.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -764839.062500 Penalty: 3106.131592
	Iteration 34Q: 3 clusters Score -764839.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -764847.375000 Penalty: 3106.131592
	Iteration 35Q: 3 clusters Score -764847.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -764855.625000 Penalty: 3106.131592
	Iteration 36Q: 3 clusters Score -764855.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -764864.937500 Penalty: 3106.131592
	Iteration 37Q: 3 clusters Score -764864.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -764875.000000 Penalty: 3106.131592
	Iteration 38Q: 3 clusters Score -764875 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -764884.437500 Penalty: 3106.131592
	Iteration 39Q: 3 clusters Score -764884.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -764894.437500 Penalty: 3106.131592
	Iteration 40F: 3 clusters Score -764894.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -764909.125000 Penalty: 3106.131592
	Iteration 41Q: 3 clusters Score -764909.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -764923.750000 Penalty: 3106.131592
	Iteration 42Q: 3 clusters Score -764923.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -764935.687500 Penalty: 3106.131592
	Iteration 43Q: 3 clusters Score -764935.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -764947.312500 Penalty: 3106.131592
	Iteration 44Q: 3 clusters Score -764947.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -764969.312500 Penalty: 3106.131592
	Iteration 45Q: 3 clusters Score -764969.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -764987.562500 Penalty: 3106.131592
	Iteration 46Q: 3 clusters Score -764987.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -765010.187500 Penalty: 3106.131592
	Iteration 47Q: 3 clusters Score -765010.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -765039.750000 Penalty: 3106.131592
	Iteration 48Q: 3 clusters Score -765039.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -765066.000000 Penalty: 3106.131592
	Iteration 49Q: 3 clusters Score -765066 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -765099.687500 Penalty: 3106.131592
	Iteration 50Q: 3 clusters Score -765099.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -765123.375000 Penalty: 3106.131592
	Iteration 51Q: 3 clusters Score -765123.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -765148.187500 Penalty: 3106.131592
	Iteration 52Q: 3 clusters Score -765148.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -765174.937500 Penalty: 3106.131592
	Iteration 53Q: 3 clusters Score -765174.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -765197.250000 Penalty: 3106.131592
	Iteration 54Q: 3 clusters Score -765197.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -765220.375000 Penalty: 3106.131592
	Iteration 55Q: 3 clusters Score -765220.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -765244.750000 Penalty: 3106.131592
	Iteration 56Q: 3 clusters Score -765244.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -765273.250000 Penalty: 3106.131592
	Iteration 57Q: 3 clusters Score -765273.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -765298.812500 Penalty: 3106.131592
	Iteration 58Q: 3 clusters Score -765298.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -765318.750000 Penalty: 3106.131592
	Iteration 59Q: 3 clusters Score -765318.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -765337.625000 Penalty: 3106.131592
	Iteration 60F: 3 clusters Score -765337.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -765359.312500 Penalty: 3106.131592
	Iteration 61Q: 3 clusters Score -765359.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -765381.562500 Penalty: 3106.131592
	Iteration 62Q: 3 clusters Score -765381.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -765415.375000 Penalty: 3106.131592
	Iteration 63Q: 3 clusters Score -765415.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -765451.625000 Penalty: 3106.131592
	Iteration 64Q: 3 clusters Score -765451.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -765491.375000 Penalty: 3106.131592
	Iteration 65Q: 3 clusters Score -765491.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -765532.375000 Penalty: 3106.131592
	Iteration 66Q: 3 clusters Score -765532.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -765575.000000 Penalty: 3106.131592
	Iteration 67Q: 3 clusters Score -765575 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -765611.937500 Penalty: 3106.131592
	Iteration 68Q: 3 clusters Score -765611.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -765643.312500 Penalty: 3106.131592
	Iteration 69Q: 3 clusters Score -765643.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -765681.500000 Penalty: 3106.131592
	Iteration 70Q: 3 clusters Score -765681.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -765716.250000 Penalty: 3106.131592
	Iteration 71Q: 3 clusters Score -765716.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -765751.437500 Penalty: 3106.131592
	Iteration 72Q: 3 clusters Score -765751.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -765783.000000 Penalty: 3106.131592
	Iteration 73Q: 3 clusters Score -765783 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -765821.375000 Penalty: 3106.131592
	Iteration 74Q: 3 clusters Score -765821.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -765860.875000 Penalty: 3106.131592
	Iteration 75Q: 3 clusters Score -765860.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -765903.812500 Penalty: 3106.131592
	Iteration 76Q: 3 clusters Score -765903.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -765950.562500 Penalty: 3106.131592
	Iteration 77Q: 3 clusters Score -765950.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -765996.000000 Penalty: 3106.131592
	Iteration 78Q: 3 clusters Score -765996 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -766048.000000 Penalty: 3106.131592
	Iteration 79Q: 3 clusters Score -766048 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -766109.937500 Penalty: 3106.131592
	Iteration 80F: 3 clusters Score -766109.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -766161.625000 Penalty: 3106.131592
	Iteration 81Q: 3 clusters Score -766161.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -766211.187500 Penalty: 3106.131592
	Iteration 82Q: 3 clusters Score -766211.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -766263.937500 Penalty: 3106.131592
	Iteration 83Q: 3 clusters Score -766263.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -766298.500000 Penalty: 3106.131592
	Iteration 84Q: 3 clusters Score -766298.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -766334.687500 Penalty: 3106.131592
	Iteration 85Q: 3 clusters Score -766334.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -766374.375000 Penalty: 3106.131592
	Iteration 86Q: 3 clusters Score -766374.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -766407.437500 Penalty: 3106.131592
	Iteration 87Q: 3 clusters Score -766407.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -766440.125000 Penalty: 3106.131592
	Iteration 88Q: 3 clusters Score -766440.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -766464.250000 Penalty: 3106.131592
	Iteration 89Q: 3 clusters Score -766464.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -766486.437500 Penalty: 3106.131592
	Iteration 90Q: 3 clusters Score -766486.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -766504.250000 Penalty: 3106.131592
	Iteration 91Q: 3 clusters Score -766504.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -766527.812500 Penalty: 3106.131592
	Iteration 92Q: 3 clusters Score -766527.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -766549.000000 Penalty: 3106.131592
	Iteration 93Q: 3 clusters Score -766549 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -766569.625000 Penalty: 3106.131592
	Iteration 94Q: 3 clusters Score -766569.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -766587.000000 Penalty: 3106.131592
	Iteration 95Q: 3 clusters Score -766587 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -766609.875000 Penalty: 3106.131592
	Iteration 96Q: 3 clusters Score -766609.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -766625.375000 Penalty: 3106.131592
	Iteration 97Q: 3 clusters Score -766625.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -766633.125000 Penalty: 3106.131592
	Iteration 98Q: 3 clusters Score -766633.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -766644.937500 Penalty: 3106.131592
	Iteration 99Q: 3 clusters Score -766644.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -766653.000000 Penalty: 3106.131592
	Iteration 100F: 3 clusters Score -766653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -766657.375000 Penalty: 3106.131592
	Iteration 101Q: 3 clusters Score -766657.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -766662.250000 Penalty: 3106.131592
	Iteration 102Q: 3 clusters Score -766662.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -766670.250000 Penalty: 3106.131592
	Iteration 103Q: 3 clusters Score -766670.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -766676.250000 Penalty: 3106.131592
	Iteration 104Q: 3 clusters Score -766676.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -766684.187500 Penalty: 3106.131592
	Iteration 105Q: 3 clusters Score -766684.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -766692.000000 Penalty: 3106.131592
	Iteration 106Q: 3 clusters Score -766692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -766694.312500 Penalty: 3106.131592
	Iteration 107Q: 3 clusters Score -766694.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -766697.375000 Penalty: 3106.131592
	Iteration 108Q: 3 clusters Score -766697.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -766700.875000 Penalty: 3106.131592
	Iteration 109Q: 3 clusters Score -766700.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -766703.937500 Penalty: 3106.131592
	Iteration 110Q: 3 clusters Score -766703.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -766707.500000 Penalty: 3106.131592
	Iteration 111Q: 3 clusters Score -766707.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -766708.687500 Penalty: 3106.131592
	Iteration 112Q: 3 clusters Score -766708.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -766710.062500 Penalty: 3106.131592
	Iteration 113Q: 3 clusters Score -766710.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -766711.312500 Penalty: 3106.131592
	Iteration 114Q: 3 clusters Score -766711.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -766711.937500 Penalty: 3106.131592
	Iteration 115Q: 3 clusters Score -766711.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -766717.812500 Penalty: 3106.131592
	Iteration 116Q: 3 clusters Score -766717.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -766718.625000 Penalty: 3106.131592
	Iteration 117Q: 3 clusters Score -766718.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -766720.687500 Penalty: 3106.131592
	Iteration 118Q: 3 clusters Score -766720.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -766720.937500 Penalty: 3106.131592
	Iteration 119Q: 3 clusters Score -766720.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -766724.500000 Penalty: 3106.131592
	Iteration 120F: 3 clusters Score -766724.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -766727.187500 Penalty: 3106.131592
	Iteration 121Q: 3 clusters Score -766727.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -766729.187500 Penalty: 3106.131592
	Iteration 122Q: 3 clusters Score -766729.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -766730.875000 Penalty: 3106.131592
	Iteration 123Q: 3 clusters Score -766730.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -766730.750000 Penalty: 3106.131592
	Iteration 124Q: 3 clusters Score -766730.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -766732.062500 Penalty: 3106.131592
	Iteration 125Q: 3 clusters Score -766732.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -766731.625000 Penalty: 3106.131592
	Iteration 126Q: 3 clusters Score -766731.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -766732.125000 Penalty: 3106.131592
	Iteration 127Q: 3 clusters Score -766732.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -766732.125000 Penalty: 3106.131592
	Iteration 128F: 3 clusters Score -766732.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Entering Unmasked Estep 
Score: -97985.671875 Penalty: 1279.830444
	Iteration 0F: 2 clusters Score -97985.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -95443.687500 Penalty: 2559.660889
	Iteration 0F: 3 clusters Score -95443.69 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -96203.929688 Penalty: 2559.660889
	Iteration 1F: 3 clusters Score -96203.93 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -96546.984375 Penalty: 2559.660889
	Iteration 2F: 3 clusters Score -96546.98 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -96809.726562 Penalty: 2559.660889
	Iteration 3F: 3 clusters Score -96809.73 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -96982.453125 Penalty: 2559.660889
	Iteration 4F: 3 clusters Score -96982.45 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -97120.609375 Penalty: 2559.660889
	Iteration 5F: 3 clusters Score -97120.61 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -97207.929688 Penalty: 2559.660889
	Iteration 6Q: 3 clusters Score -97207.93 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -97269.296875 Penalty: 2559.660889
	Iteration 7Q: 3 clusters Score -97269.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -97312.257812 Penalty: 2559.660889
	Iteration 8Q: 3 clusters Score -97312.26 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -97350.890625 Penalty: 2559.660889
	Iteration 9Q: 3 clusters Score -97350.89 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -97379.593750 Penalty: 2559.660889
	Iteration 10Q: 3 clusters Score -97379.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -97406.718750 Penalty: 2559.660889
	Iteration 11Q: 3 clusters Score -97406.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -97421.554688 Penalty: 2559.660889
	Iteration 12Q: 3 clusters Score -97421.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -97436.007812 Penalty: 2559.660889
	Iteration 13Q: 3 clusters Score -97436.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -97443.578125 Penalty: 2559.660889
	Iteration 14Q: 3 clusters Score -97443.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -97452.265625 Penalty: 2559.660889
	Iteration 15Q: 3 clusters Score -97452.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -97457.492188 Penalty: 2559.660889
	Iteration 16Q: 3 clusters Score -97457.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -97465.359375 Penalty: 2559.660889
	Iteration 17Q: 3 clusters Score -97465.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -97472.898438 Penalty: 2559.660889
	Iteration 18Q: 3 clusters Score -97472.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -97477.843750 Penalty: 2559.660889
	Iteration 19Q: 3 clusters Score -97477.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -97479.171875 Penalty: 2559.660889
	Iteration 20F: 3 clusters Score -97479.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -97480.671875 Penalty: 2559.660889
	Iteration 21Q: 3 clusters Score -97480.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -97482.679688 Penalty: 2559.660889
	Iteration 22Q: 3 clusters Score -97482.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -97484.648438 Penalty: 2559.660889
	Iteration 23Q: 3 clusters Score -97484.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -97486.984375 Penalty: 2559.660889
	Iteration 24Q: 3 clusters Score -97486.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -97488.937500 Penalty: 2559.660889
	Iteration 25Q: 3 clusters Score -97488.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -97490.750000 Penalty: 2559.660889
	Iteration 26Q: 3 clusters Score -97490.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -97491.328125 Penalty: 2559.660889
	Iteration 27Q: 3 clusters Score -97491.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -97491.328125 Penalty: 2559.660889
	Iteration 28F: 3 clusters Score -97491.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Entering Unmasked Estep 
Score: -168023.312500 Penalty: 1315.881226
	Iteration 0F: 2 clusters Score -168023.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -165174.312500 Penalty: 2631.762451
	Iteration 0F: 3 clusters Score -165174.3 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -166034.843750 Penalty: 2631.762451
	Iteration 1F: 3 clusters Score -166034.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -166288.015625 Penalty: 2631.762451
	Iteration 2F: 3 clusters Score -166288 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -166455.578125 Penalty: 2631.762451
	Iteration 3F: 3 clusters Score -166455.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -166586.093750 Penalty: 2631.762451
	Iteration 4F: 3 clusters Score -166586.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -166679.921875 Penalty: 2631.762451
	Iteration 5Q: 3 clusters Score -166679.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -166766.828125 Penalty: 2631.762451
	Iteration 6Q: 3 clusters Score -166766.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -166844.750000 Penalty: 2631.762451
	Iteration 7Q: 3 clusters Score -166844.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -166883.406250 Penalty: 2631.762451
	Iteration 8Q: 3 clusters Score -166883.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -166912.609375 Penalty: 2631.762451
	Iteration 9Q: 3 clusters Score -166912.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -166941.406250 Penalty: 2631.762451
	Iteration 10Q: 3 clusters Score -166941.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -166961.078125 Penalty: 2631.762451
	Iteration 11Q: 3 clusters Score -166961.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -166977.140625 Penalty: 2631.762451
	Iteration 12Q: 3 clusters Score -166977.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -166991.390625 Penalty: 2631.762451
	Iteration 13Q: 3 clusters Score -166991.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -166999.453125 Penalty: 2631.762451
	Iteration 14Q: 3 clusters Score -166999.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -167002.218750 Penalty: 2631.762451
	Iteration 15Q: 3 clusters Score -167002.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -167005.562500 Penalty: 2631.762451
	Iteration 16Q: 3 clusters Score -167005.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -167009.125000 Penalty: 2631.762451
	Iteration 17Q: 3 clusters Score -167009.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -167012.953125 Penalty: 2631.762451
	Iteration 18Q: 3 clusters Score -167013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -167016.562500 Penalty: 2631.762451
	Iteration 19Q: 3 clusters Score -167016.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -167019.781250 Penalty: 2631.762451
	Iteration 20F: 3 clusters Score -167019.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -167024.015625 Penalty: 2631.762451
	Iteration 21Q: 3 clusters Score -167024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -167028.171875 Penalty: 2631.762451
	Iteration 22Q: 3 clusters Score -167028.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -167031.421875 Penalty: 2631.762451
	Iteration 23Q: 3 clusters Score -167031.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -167035.640625 Penalty: 2631.762451
	Iteration 24Q: 3 clusters Score -167035.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -167037.687500 Penalty: 2631.762451
	Iteration 25Q: 3 clusters Score -167037.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -167039.859375 Penalty: 2631.762451
	Iteration 26Q: 3 clusters Score -167039.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -167041.078125 Penalty: 2631.762451
	Iteration 27Q: 3 clusters Score -167041.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -167041.078125 Penalty: 2631.762451
	Iteration 28F: 3 clusters Score -167041.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Entering Unmasked Estep 
Score: -98423.281250 Penalty: 1221.243530
	Iteration 0F: 2 clusters Score -98423.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -96404.460938 Penalty: 2442.487061
	Iteration 0F: 3 clusters Score -96404.46 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -96850.890625 Penalty: 2442.487061
	Iteration 1F: 3 clusters Score -96850.89 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -96974.843750 Penalty: 2442.487061
	Iteration 2F: 3 clusters Score -96974.84 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -97043.140625 Penalty: 2442.487061
	Iteration 3F: 3 clusters Score -97043.14 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -97083.273438 Penalty: 2442.487061
	Iteration 4Q: 3 clusters Score -97083.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -97108.429688 Penalty: 2442.487061
	Iteration 5Q: 3 clusters Score -97108.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -97130.554688 Penalty: 2442.487061
	Iteration 6Q: 3 clusters Score -97130.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -97144.656250 Penalty: 2442.487061
	Iteration 7Q: 3 clusters Score -97144.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -97157.062500 Penalty: 2442.487061
	Iteration 8Q: 3 clusters Score -97157.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -97166.390625 Penalty: 2442.487061
	Iteration 9Q: 3 clusters Score -97166.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -97173.718750 Penalty: 2442.487061
	Iteration 10Q: 3 clusters Score -97173.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -97179.062500 Penalty: 2442.487061
	Iteration 11Q: 3 clusters Score -97179.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -97181.734375 Penalty: 2442.487061
	Iteration 12Q: 3 clusters Score -97181.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -97184.757812 Penalty: 2442.487061
	Iteration 13Q: 3 clusters Score -97184.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -97185.492188 Penalty: 2442.487061
	Iteration 14Q: 3 clusters Score -97185.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -97185.984375 Penalty: 2442.487061
	Iteration 15Q: 3 clusters Score -97185.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -97185.984375 Penalty: 2442.487061
	Iteration 16F: 3 clusters Score -97185.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (89950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89950 members 
Entering Unmasked Estep 
Score: -4786445.500000 Penalty: 1853.639038
	Iteration 0F: 2 clusters Score -4786446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -4726352.000000 Penalty: 3707.278076
	Iteration 0F: 3 clusters Score -4726352 nChanged 42869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -4751004.000000 Penalty: 3707.278076
	Iteration 1F: 3 clusters Score -4751004 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -4751797.000000 Penalty: 3707.278076
	Iteration 2Q: 3 clusters Score -4751797 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -4752750.000000 Penalty: 3707.278076
	Iteration 3Q: 3 clusters Score -4752750 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -4753927.500000 Penalty: 3707.278076
	Iteration 4Q: 3 clusters Score -4753928 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -4755616.000000 Penalty: 3707.278076
	Iteration 5Q: 3 clusters Score -4755616 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 55451 members 
Entering Unmasked Estep 
Score: -4758064.500000 Penalty: 3707.278076
	Iteration 6F: 3 clusters Score -4758064 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 59571 members 
Entering Unmasked Estep 
Score: -4761324.500000 Penalty: 3707.278076
	Iteration 7F: 3 clusters Score -4761324 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 64340 members 
Entering Unmasked Estep 
Score: -4765470.500000 Penalty: 3707.278076
	Iteration 8F: 3 clusters Score -4765470 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 69194 members 
Entering Unmasked Estep 
Score: -4769828.500000 Penalty: 3707.278076
	Iteration 9F: 3 clusters Score -4769828 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 73541 members 
Entering Unmasked Estep 
Score: -4773623.000000 Penalty: 3707.278076
	Iteration 10F: 3 clusters Score -4773623 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 77136 members 
Entering Unmasked Estep 
Score: -4776594.000000 Penalty: 3707.278076
	Iteration 11Q: 3 clusters Score -4776594 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 80042 members 
Entering Unmasked Estep 
Score: -4778860.500000 Penalty: 3707.278076
	Iteration 12Q: 3 clusters Score -4778860 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 82430 members 
Entering Unmasked Estep 
Score: -4780672.000000 Penalty: 3707.278076
	Iteration 13Q: 3 clusters Score -4780672 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 84322 members 
Entering Unmasked Estep 
Score: -4782148.500000 Penalty: 3707.278076
	Iteration 14Q: 3 clusters Score -4782148 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 85743 members 
Entering Unmasked Estep 
Score: -4783351.500000 Penalty: 3707.278076
	Iteration 15Q: 3 clusters Score -4783352 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 86718 members 
Entering Unmasked Estep 
Score: -4784221.500000 Penalty: 3707.278076
	Iteration 16Q: 3 clusters Score -4784222 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 87370 members 
Entering Unmasked Estep 
Score: -4784912.500000 Penalty: 3707.278076
	Iteration 17Q: 3 clusters Score -4784912 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 87706 members 
Entering Unmasked Estep 
Score: -4785414.500000 Penalty: 3707.278076
	Iteration 18Q: 3 clusters Score -4785414 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 87833 members 
Entering Unmasked Estep 
Score: -4785678.500000 Penalty: 3707.278076
	Iteration 19Q: 3 clusters Score -4785678 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 87887 members 
Entering Unmasked Estep 
Score: -4785831.000000 Penalty: 3707.278076
	Iteration 20F: 3 clusters Score -4785831 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 87899 members 
Entering Unmasked Estep 
Score: -4785925.500000 Penalty: 3707.278076
	Iteration 21Q: 3 clusters Score -4785926 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 87868 members 
Entering Unmasked Estep 
Score: -4785970.000000 Penalty: 3707.278076
	Iteration 22Q: 3 clusters Score -4785970 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 87833 members 
Entering Unmasked Estep 
Score: -4786019.500000 Penalty: 3707.278076
	Iteration 23Q: 3 clusters Score -4786020 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 87796 members 
Entering Unmasked Estep 
Score: -4786051.000000 Penalty: 3707.278076
	Iteration 24Q: 3 clusters Score -4786051 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 87759 members 
Entering Unmasked Estep 
Score: -4786082.500000 Penalty: 3707.278076
	Iteration 25Q: 3 clusters Score -4786082 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 87698 members 
Entering Unmasked Estep 
Score: -4786114.500000 Penalty: 3707.278076
	Iteration 26Q: 3 clusters Score -4786114 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 87648 members 
Entering Unmasked Estep 
Score: -4786132.000000 Penalty: 3707.278076
	Iteration 27Q: 3 clusters Score -4786132 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 87608 members 
Entering Unmasked Estep 
Score: -4786140.500000 Penalty: 3707.278076
	Iteration 28Q: 3 clusters Score -4786140 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 87580 members 
Entering Unmasked Estep 
Score: -4786155.000000 Penalty: 3707.278076
	Iteration 29Q: 3 clusters Score -4786155 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 87559 members 
Entering Unmasked Estep 
Score: -4786156.000000 Penalty: 3707.278076
	Iteration 30Q: 3 clusters Score -4786156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 87545 members 
Entering Unmasked Estep 
Score: -4786167.500000 Penalty: 3707.278076
	Iteration 31Q: 3 clusters Score -4786168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 87538 members 
Entering Unmasked Estep 
Score: -4786168.500000 Penalty: 3707.278076
	Iteration 32Q: 3 clusters Score -4786168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 87531 members 
Entering Unmasked Estep 
Score: -4786167.000000 Penalty: 3707.278076
	Iteration 33Q: 3 clusters Score -4786167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 87528 members 
Entering Unmasked Estep 
Score: -4786174.000000 Penalty: 3707.278076
	Iteration 34Q: 3 clusters Score -4786174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 87521 members 
Entering Unmasked Estep 
Score: -4786176.500000 Penalty: 3707.278076
	Iteration 35Q: 3 clusters Score -4786176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 87517 members 
Entering Unmasked Estep 
Score: -4786184.000000 Penalty: 3707.278076
	Iteration 36Q: 3 clusters Score -4786184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 87510 members 
Entering Unmasked Estep 
Score: -4786172.500000 Penalty: 3707.278076
	Iteration 37Q: 3 clusters Score -4786172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 87505 members 
Entering Unmasked Estep 
Score: -4786177.000000 Penalty: 3707.278076
	Iteration 38Q: 3 clusters Score -4786177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 87502 members 
Entering Unmasked Estep 
Score: -4786177.500000 Penalty: 3707.278076
	Iteration 39Q: 3 clusters Score -4786178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 87502 members 
Entering Unmasked Estep 
Score: -4786178.000000 Penalty: 3707.278076
	Iteration 40F: 3 clusters Score -4786178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 87500 members 
Entering Unmasked Estep 
Score: -4786180.500000 Penalty: 3707.278076
	Iteration 41Q: 3 clusters Score -4786180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 87500 members 
Entering Unmasked Estep 
Score: -4786180.500000 Penalty: 3707.278076
	Iteration 42F: 3 clusters Score -4786180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Entering Unmasked Estep 
Score: -112973.406250 Penalty: 1267.326660
	Iteration 0F: 2 clusters Score -112973.4 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 1244 members 
Entering Unmasked Estep 
Score: -110636.968750 Penalty: 2534.653320
	Iteration 0F: 3 clusters Score -110637 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -111360.609375 Penalty: 2534.653320
	Iteration 1F: 3 clusters Score -111360.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -111684.710938 Penalty: 2534.653320
	Iteration 2F: 3 clusters Score -111684.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -111941.539062 Penalty: 2534.653320
	Iteration 3F: 3 clusters Score -111941.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -112156.429688 Penalty: 2534.653320
	Iteration 4F: 3 clusters Score -112156.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -112341.304688 Penalty: 2534.653320
	Iteration 5F: 3 clusters Score -112341.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -112531.703125 Penalty: 2534.653320
	Iteration 6Q: 3 clusters Score -112531.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -112653.640625 Penalty: 2534.653320
	Iteration 7Q: 3 clusters Score -112653.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -112708.445312 Penalty: 2534.653320
	Iteration 8Q: 3 clusters Score -112708.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -112728.835938 Penalty: 2534.653320
	Iteration 9Q: 3 clusters Score -112728.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -112740.015625 Penalty: 2534.653320
	Iteration 10Q: 3 clusters Score -112740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -112749.726562 Penalty: 2534.653320
	Iteration 11Q: 3 clusters Score -112749.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -112772.414062 Penalty: 2534.653320
	Iteration 12Q: 3 clusters Score -112772.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -112824.546875 Penalty: 2534.653320
	Iteration 13Q: 3 clusters Score -112824.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -112890.164062 Penalty: 2534.653320
	Iteration 14Q: 3 clusters Score -112890.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -112912.132812 Penalty: 2534.653320
	Iteration 15Q: 3 clusters Score -112912.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -112918.531250 Penalty: 2534.653320
	Iteration 16Q: 3 clusters Score -112918.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -112920.828125 Penalty: 2534.653320
	Iteration 17Q: 3 clusters Score -112920.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -112921.875000 Penalty: 2534.653320
	Iteration 18Q: 3 clusters Score -112921.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -112922.570312 Penalty: 2534.653320
	Iteration 19Q: 3 clusters Score -112922.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -112924.054688 Penalty: 2534.653320
	Iteration 20F: 3 clusters Score -112924.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -112925.523438 Penalty: 2534.653320
	Iteration 21Q: 3 clusters Score -112925.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -112925.523438 Penalty: 2534.653320
	Iteration 22F: 3 clusters Score -112925.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Entering Unmasked Estep 
Score: -384074.812500 Penalty: 1451.205322
	Iteration 0F: 2 clusters Score -384074.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -378475.250000 Penalty: 2902.410645
	Iteration 0F: 3 clusters Score -378475.2 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -380218.312500 Penalty: 2902.410645
	Iteration 1F: 3 clusters Score -380218.3 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -380555.031250 Penalty: 2902.410645
	Iteration 2F: 3 clusters Score -380555 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -380858.031250 Penalty: 2902.410645
	Iteration 3F: 3 clusters Score -380858 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -381142.812500 Penalty: 2902.410645
	Iteration 4F: 3 clusters Score -381142.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -381458.187500 Penalty: 2902.410645
	Iteration 5F: 3 clusters Score -381458.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -381759.437500 Penalty: 2902.410645
	Iteration 6F: 3 clusters Score -381759.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -382022.062500 Penalty: 2902.410645
	Iteration 7Q: 3 clusters Score -382022.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -382256.343750 Penalty: 2902.410645
	Iteration 8Q: 3 clusters Score -382256.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -382435.843750 Penalty: 2902.410645
	Iteration 9Q: 3 clusters Score -382435.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -382552.750000 Penalty: 2902.410645
	Iteration 10Q: 3 clusters Score -382552.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -382618.687500 Penalty: 2902.410645
	Iteration 11Q: 3 clusters Score -382618.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -382670.000000 Penalty: 2902.410645
	Iteration 12Q: 3 clusters Score -382670 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -382716.968750 Penalty: 2902.410645
	Iteration 13Q: 3 clusters Score -382717 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -382748.875000 Penalty: 2902.410645
	Iteration 14Q: 3 clusters Score -382748.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -382772.968750 Penalty: 2902.410645
	Iteration 15Q: 3 clusters Score -382773 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -382789.812500 Penalty: 2902.410645
	Iteration 16Q: 3 clusters Score -382789.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -382806.000000 Penalty: 2902.410645
	Iteration 17Q: 3 clusters Score -382806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -382816.750000 Penalty: 2902.410645
	Iteration 18Q: 3 clusters Score -382816.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -382822.156250 Penalty: 2902.410645
	Iteration 19Q: 3 clusters Score -382822.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -382827.625000 Penalty: 2902.410645
	Iteration 20F: 3 clusters Score -382827.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -382832.250000 Penalty: 2902.410645
	Iteration 21Q: 3 clusters Score -382832.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -382838.000000 Penalty: 2902.410645
	Iteration 22Q: 3 clusters Score -382838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -382842.718750 Penalty: 2902.410645
	Iteration 23Q: 3 clusters Score -382842.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -382847.406250 Penalty: 2902.410645
	Iteration 24Q: 3 clusters Score -382847.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -382851.250000 Penalty: 2902.410645
	Iteration 25Q: 3 clusters Score -382851.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -382858.718750 Penalty: 2902.410645
	Iteration 26Q: 3 clusters Score -382858.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -382864.093750 Penalty: 2902.410645
	Iteration 27Q: 3 clusters Score -382864.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -382866.031250 Penalty: 2902.410645
	Iteration 28Q: 3 clusters Score -382866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -382868.000000 Penalty: 2902.410645
	Iteration 29Q: 3 clusters Score -382868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -382868.062500 Penalty: 2902.410645
	Iteration 30Q: 3 clusters Score -382868.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -382868.062500 Penalty: 2902.410645
	Iteration 31F: 3 clusters Score -382868.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -300721.562500 Penalty: 1413.046997
	Iteration 0F: 2 clusters Score -300721.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -296123.468750 Penalty: 2826.093994
	Iteration 0F: 3 clusters Score -296123.5 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -297431.500000 Penalty: 2826.093994
	Iteration 1F: 3 clusters Score -297431.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -297626.375000 Penalty: 2826.093994
	Iteration 2F: 3 clusters Score -297626.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -297767.187500 Penalty: 2826.093994
	Iteration 3F: 3 clusters Score -297767.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -297874.062500 Penalty: 2826.093994
	Iteration 4Q: 3 clusters Score -297874.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -297965.718750 Penalty: 2826.093994
	Iteration 5Q: 3 clusters Score -297965.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -298054.750000 Penalty: 2826.093994
	Iteration 6Q: 3 clusters Score -298054.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -298144.812500 Penalty: 2826.093994
	Iteration 7Q: 3 clusters Score -298144.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -298244.593750 Penalty: 2826.093994
	Iteration 8Q: 3 clusters Score -298244.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -298352.937500 Penalty: 2826.093994
	Iteration 9Q: 3 clusters Score -298352.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -298475.625000 Penalty: 2826.093994
	Iteration 10Q: 3 clusters Score -298475.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -298611.812500 Penalty: 2826.093994
	Iteration 11Q: 3 clusters Score -298611.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -298750.531250 Penalty: 2826.093994
	Iteration 12Q: 3 clusters Score -298750.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -298887.875000 Penalty: 2826.093994
	Iteration 13Q: 3 clusters Score -298887.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -298995.593750 Penalty: 2826.093994
	Iteration 14Q: 3 clusters Score -298995.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -299103.656250 Penalty: 2826.093994
	Iteration 15Q: 3 clusters Score -299103.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -299217.156250 Penalty: 2826.093994
	Iteration 16Q: 3 clusters Score -299217.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -299293.843750 Penalty: 2826.093994
	Iteration 17Q: 3 clusters Score -299293.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -299358.312500 Penalty: 2826.093994
	Iteration 18Q: 3 clusters Score -299358.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -299397.125000 Penalty: 2826.093994
	Iteration 19Q: 3 clusters Score -299397.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -299411.687500 Penalty: 2826.093994
	Iteration 20F: 3 clusters Score -299411.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -299422.187500 Penalty: 2826.093994
	Iteration 21Q: 3 clusters Score -299422.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -299428.531250 Penalty: 2826.093994
	Iteration 22Q: 3 clusters Score -299428.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -299437.218750 Penalty: 2826.093994
	Iteration 23Q: 3 clusters Score -299437.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -299442.593750 Penalty: 2826.093994
	Iteration 24Q: 3 clusters Score -299442.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -299451.875000 Penalty: 2826.093994
	Iteration 25Q: 3 clusters Score -299451.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -299457.250000 Penalty: 2826.093994
	Iteration 26Q: 3 clusters Score -299457.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -299470.062500 Penalty: 2826.093994
	Iteration 27Q: 3 clusters Score -299470.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -299486.687500 Penalty: 2826.093994
	Iteration 28Q: 3 clusters Score -299486.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -299507.781250 Penalty: 2826.093994
	Iteration 29Q: 3 clusters Score -299507.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -299525.437500 Penalty: 2826.093994
	Iteration 30Q: 3 clusters Score -299525.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -299546.062500 Penalty: 2826.093994
	Iteration 31Q: 3 clusters Score -299546.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -299575.500000 Penalty: 2826.093994
	Iteration 32Q: 3 clusters Score -299575.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -299600.531250 Penalty: 2826.093994
	Iteration 33Q: 3 clusters Score -299600.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -299614.843750 Penalty: 2826.093994
	Iteration 34Q: 3 clusters Score -299614.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -299621.406250 Penalty: 2826.093994
	Iteration 35Q: 3 clusters Score -299621.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -299627.187500 Penalty: 2826.093994
	Iteration 36Q: 3 clusters Score -299627.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -299634.718750 Penalty: 2826.093994
	Iteration 37Q: 3 clusters Score -299634.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -299645.250000 Penalty: 2826.093994
	Iteration 38Q: 3 clusters Score -299645.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -299650.218750 Penalty: 2826.093994
	Iteration 39Q: 3 clusters Score -299650.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -299653.468750 Penalty: 2826.093994
	Iteration 40F: 3 clusters Score -299653.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -299654.906250 Penalty: 2826.093994
	Iteration 41Q: 3 clusters Score -299654.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -299657.593750 Penalty: 2826.093994
	Iteration 42Q: 3 clusters Score -299657.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -299660.625000 Penalty: 2826.093994
	Iteration 43Q: 3 clusters Score -299660.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -299664.031250 Penalty: 2826.093994
	Iteration 44Q: 3 clusters Score -299664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -299665.937500 Penalty: 2826.093994
	Iteration 45Q: 3 clusters Score -299665.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -299668.218750 Penalty: 2826.093994
	Iteration 46Q: 3 clusters Score -299668.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -299670.093750 Penalty: 2826.093994
	Iteration 47Q: 3 clusters Score -299670.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -299670.843750 Penalty: 2826.093994
	Iteration 48Q: 3 clusters Score -299670.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -299672.687500 Penalty: 2826.093994
	Iteration 49Q: 3 clusters Score -299672.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -299674.843750 Penalty: 2826.093994
	Iteration 50Q: 3 clusters Score -299674.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -299676.625000 Penalty: 2826.093994
	Iteration 51Q: 3 clusters Score -299676.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -299678.718750 Penalty: 2826.093994
	Iteration 52Q: 3 clusters Score -299678.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -299679.468750 Penalty: 2826.093994
	Iteration 53Q: 3 clusters Score -299679.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -299679.531250 Penalty: 2826.093994
	Iteration 54Q: 3 clusters Score -299679.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -299679.531250 Penalty: 2826.093994
	Iteration 55F: 3 clusters Score -299679.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -71036.468750 Penalty: 1175.905151
	Iteration 0F: 2 clusters Score -71036.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -69315.726562 Penalty: 2351.810303
	Iteration 0F: 3 clusters Score -69315.73 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -69679.445312 Penalty: 2351.810303
	Iteration 1F: 3 clusters Score -69679.45 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -69770.671875 Penalty: 2351.810303
	Iteration 2F: 3 clusters Score -69770.67 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -69811.406250 Penalty: 2351.810303
	Iteration 3Q: 3 clusters Score -69811.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -69844.335938 Penalty: 2351.810303
	Iteration 4Q: 3 clusters Score -69844.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -69865.468750 Penalty: 2351.810303
	Iteration 5Q: 3 clusters Score -69865.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -69878.218750 Penalty: 2351.810303
	Iteration 6Q: 3 clusters Score -69878.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -69881.937500 Penalty: 2351.810303
	Iteration 7Q: 3 clusters Score -69881.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -69887.460938 Penalty: 2351.810303
	Iteration 8Q: 3 clusters Score -69887.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -69890.656250 Penalty: 2351.810303
	Iteration 9Q: 3 clusters Score -69890.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -69894.679688 Penalty: 2351.810303
	Iteration 10Q: 3 clusters Score -69894.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -69901.507812 Penalty: 2351.810303
	Iteration 11Q: 3 clusters Score -69901.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -69906.242188 Penalty: 2351.810303
	Iteration 12Q: 3 clusters Score -69906.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -69908.656250 Penalty: 2351.810303
	Iteration 13Q: 3 clusters Score -69908.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -69910.468750 Penalty: 2351.810303
	Iteration 14Q: 3 clusters Score -69910.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -69911.226562 Penalty: 2351.810303
	Iteration 15Q: 3 clusters Score -69911.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -69911.226562 Penalty: 2351.810303
	Iteration 16F: 3 clusters Score -69911.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Entering Unmasked Estep 
Score: -1179663.625000 Penalty: 1624.708618
	Iteration 0F: 2 clusters Score -1179664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1164671.500000 Penalty: 3249.417236
	Iteration 0F: 3 clusters Score -1164672 nChanged 10002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1170228.375000 Penalty: 3249.417236
	Iteration 1F: 3 clusters Score -1170228 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1170612.125000 Penalty: 3249.417236
	Iteration 2Q: 3 clusters Score -1170612 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1171061.875000 Penalty: 3249.417236
	Iteration 3Q: 3 clusters Score -1171062 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1171707.625000 Penalty: 3249.417236
	Iteration 4F: 3 clusters Score -1171708 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1172690.375000 Penalty: 3249.417236
	Iteration 5F: 3 clusters Score -1172690 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1174078.500000 Penalty: 3249.417236
	Iteration 6F: 3 clusters Score -1174078 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1175724.750000 Penalty: 3249.417236
	Iteration 7F: 3 clusters Score -1175725 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1177100.000000 Penalty: 3249.417236
	Iteration 8F: 3 clusters Score -1177100 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1177777.875000 Penalty: 3249.417236
	Iteration 9Q: 3 clusters Score -1177778 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1178028.625000 Penalty: 3249.417236
	Iteration 10Q: 3 clusters Score -1178029 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1178136.250000 Penalty: 3249.417236
	Iteration 11Q: 3 clusters Score -1178136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1178176.750000 Penalty: 3249.417236
	Iteration 12Q: 3 clusters Score -1178177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1178193.375000 Penalty: 3249.417236
	Iteration 13Q: 3 clusters Score -1178193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1178196.500000 Penalty: 3249.417236
	Iteration 14Q: 3 clusters Score -1178196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1178199.250000 Penalty: 3249.417236
	Iteration 15Q: 3 clusters Score -1178199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1178203.625000 Penalty: 3249.417236
	Iteration 16Q: 3 clusters Score -1178204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1178203.625000 Penalty: 3249.417236
	Iteration 17F: 3 clusters Score -1178204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Entering Unmasked Estep 
Score: -318296.375000 Penalty: 1415.019653
	Iteration 0F: 2 clusters Score -318296.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -313634.125000 Penalty: 2830.039307
	Iteration 0F: 3 clusters Score -313634.1 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -314994.875000 Penalty: 2830.039307
	Iteration 1F: 3 clusters Score -314994.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -315224.062500 Penalty: 2830.039307
	Iteration 2F: 3 clusters Score -315224.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -315378.312500 Penalty: 2830.039307
	Iteration 3F: 3 clusters Score -315378.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -315512.625000 Penalty: 2830.039307
	Iteration 4Q: 3 clusters Score -315512.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -315615.375000 Penalty: 2830.039307
	Iteration 5Q: 3 clusters Score -315615.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -315713.062500 Penalty: 2830.039307
	Iteration 6Q: 3 clusters Score -315713.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -315817.656250 Penalty: 2830.039307
	Iteration 7Q: 3 clusters Score -315817.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -315966.375000 Penalty: 2830.039307
	Iteration 8Q: 3 clusters Score -315966.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -316138.375000 Penalty: 2830.039307
	Iteration 9Q: 3 clusters Score -316138.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -316312.343750 Penalty: 2830.039307
	Iteration 10Q: 3 clusters Score -316312.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -316481.156250 Penalty: 2830.039307
	Iteration 11Q: 3 clusters Score -316481.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -316620.343750 Penalty: 2830.039307
	Iteration 12Q: 3 clusters Score -316620.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -316726.187500 Penalty: 2830.039307
	Iteration 13Q: 3 clusters Score -316726.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -316812.031250 Penalty: 2830.039307
	Iteration 14Q: 3 clusters Score -316812 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -316883.125000 Penalty: 2830.039307
	Iteration 15Q: 3 clusters Score -316883.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -316938.125000 Penalty: 2830.039307
	Iteration 16Q: 3 clusters Score -316938.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -316975.781250 Penalty: 2830.039307
	Iteration 17Q: 3 clusters Score -316975.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -317008.062500 Penalty: 2830.039307
	Iteration 18Q: 3 clusters Score -317008.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -317032.750000 Penalty: 2830.039307
	Iteration 19Q: 3 clusters Score -317032.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -317057.281250 Penalty: 2830.039307
	Iteration 20F: 3 clusters Score -317057.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -317073.437500 Penalty: 2830.039307
	Iteration 21Q: 3 clusters Score -317073.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -317085.093750 Penalty: 2830.039307
	Iteration 22Q: 3 clusters Score -317085.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -317093.812500 Penalty: 2830.039307
	Iteration 23Q: 3 clusters Score -317093.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -317100.906250 Penalty: 2830.039307
	Iteration 24Q: 3 clusters Score -317100.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -317105.031250 Penalty: 2830.039307
	Iteration 25Q: 3 clusters Score -317105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -317108.468750 Penalty: 2830.039307
	Iteration 26Q: 3 clusters Score -317108.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -317111.125000 Penalty: 2830.039307
	Iteration 27Q: 3 clusters Score -317111.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -317111.812500 Penalty: 2830.039307
	Iteration 28Q: 3 clusters Score -317111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -317112.343750 Penalty: 2830.039307
	Iteration 29Q: 3 clusters Score -317112.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -317112.468750 Penalty: 2830.039307
	Iteration 30Q: 3 clusters Score -317112.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -317114.093750 Penalty: 2830.039307
	Iteration 31Q: 3 clusters Score -317114.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -317114.093750 Penalty: 2830.039307
	Iteration 32F: 3 clusters Score -317114.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78427 members 
Entering Unmasked Estep 
Score: -4201499.000000 Penalty: 1831.362549
	Iteration 0F: 2 clusters Score -4201499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -4149125.750000 Penalty: 3662.725098
	Iteration 0F: 3 clusters Score -4149126 nChanged 37279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -4170428.500000 Penalty: 3662.725098
	Iteration 1F: 3 clusters Score -4170428 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -4171093.500000 Penalty: 3662.725098
	Iteration 2Q: 3 clusters Score -4171094 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -4171857.750000 Penalty: 3662.725098
	Iteration 3Q: 3 clusters Score -4171858 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -4172752.500000 Penalty: 3662.725098
	Iteration 4Q: 3 clusters Score -4172752 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -4174085.000000 Penalty: 3662.725098
	Iteration 5Q: 3 clusters Score -4174085 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -4175972.750000 Penalty: 3662.725098
	Iteration 6Q: 3 clusters Score -4175973 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 50239 members 
Entering Unmasked Estep 
Score: -4178502.000000 Penalty: 3662.725098
	Iteration 7F: 3 clusters Score -4178502 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 53775 members 
Entering Unmasked Estep 
Score: -4181872.500000 Penalty: 3662.725098
	Iteration 8F: 3 clusters Score -4181872 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 57194 members 
Entering Unmasked Estep 
Score: -4185657.500000 Penalty: 3662.725098
	Iteration 9F: 3 clusters Score -4185658 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 60062 members 
Entering Unmasked Estep 
Score: -4189142.500000 Penalty: 3662.725098
	Iteration 10F: 3 clusters Score -4189142 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 62209 members 
Entering Unmasked Estep 
Score: -4191412.000000 Penalty: 3662.725098
	Iteration 11Q: 3 clusters Score -4191412 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 63946 members 
Entering Unmasked Estep 
Score: -4192696.500000 Penalty: 3662.725098
	Iteration 12Q: 3 clusters Score -4192696 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 65459 members 
Entering Unmasked Estep 
Score: -4193596.000000 Penalty: 3662.725098
	Iteration 13Q: 3 clusters Score -4193596 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 66889 members 
Entering Unmasked Estep 
Score: -4194373.000000 Penalty: 3662.725098
	Iteration 14Q: 3 clusters Score -4194373 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 68261 members 
Entering Unmasked Estep 
Score: -4195154.000000 Penalty: 3662.725098
	Iteration 15Q: 3 clusters Score -4195154 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 69590 members 
Entering Unmasked Estep 
Score: -4195927.000000 Penalty: 3662.725098
	Iteration 16Q: 3 clusters Score -4195927 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 70798 members 
Entering Unmasked Estep 
Score: -4196632.500000 Penalty: 3662.725098
	Iteration 17Q: 3 clusters Score -4196632 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 71866 members 
Entering Unmasked Estep 
Score: -4197265.000000 Penalty: 3662.725098
	Iteration 18Q: 3 clusters Score -4197265 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 72853 members 
Entering Unmasked Estep 
Score: -4197849.000000 Penalty: 3662.725098
	Iteration 19Q: 3 clusters Score -4197849 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 73660 members 
Entering Unmasked Estep 
Score: -4198324.500000 Penalty: 3662.725098
	Iteration 20F: 3 clusters Score -4198324 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 74362 members 
Entering Unmasked Estep 
Score: -4198731.500000 Penalty: 3662.725098
	Iteration 21Q: 3 clusters Score -4198732 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 74896 members 
Entering Unmasked Estep 
Score: -4199046.500000 Penalty: 3662.725098
	Iteration 22Q: 3 clusters Score -4199046 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 75328 members 
Entering Unmasked Estep 
Score: -4199271.000000 Penalty: 3662.725098
	Iteration 23Q: 3 clusters Score -4199271 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 75678 members 
Entering Unmasked Estep 
Score: -4199474.000000 Penalty: 3662.725098
	Iteration 24Q: 3 clusters Score -4199474 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 75973 members 
Entering Unmasked Estep 
Score: -4199616.000000 Penalty: 3662.725098
	Iteration 25Q: 3 clusters Score -4199616 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 76207 members 
Entering Unmasked Estep 
Score: -4199727.000000 Penalty: 3662.725098
	Iteration 26Q: 3 clusters Score -4199727 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 76410 members 
Entering Unmasked Estep 
Score: -4199824.000000 Penalty: 3662.725098
	Iteration 27Q: 3 clusters Score -4199824 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 76553 members 
Entering Unmasked Estep 
Score: -4199872.500000 Penalty: 3662.725098
	Iteration 28Q: 3 clusters Score -4199872 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 76656 members 
Entering Unmasked Estep 
Score: -4199918.500000 Penalty: 3662.725098
	Iteration 29Q: 3 clusters Score -4199918 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 76746 members 
Entering Unmasked Estep 
Score: -4199972.000000 Penalty: 3662.725098
	Iteration 30Q: 3 clusters Score -4199972 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 76830 members 
Entering Unmasked Estep 
Score: -4200003.500000 Penalty: 3662.725098
	Iteration 31Q: 3 clusters Score -4200004 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 76899 members 
Entering Unmasked Estep 
Score: -4200027.500000 Penalty: 3662.725098
	Iteration 32Q: 3 clusters Score -4200028 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 76958 members 
Entering Unmasked Estep 
Score: -4200057.500000 Penalty: 3662.725098
	Iteration 33Q: 3 clusters Score -4200058 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 77013 members 
Entering Unmasked Estep 
Score: -4200078.000000 Penalty: 3662.725098
	Iteration 34Q: 3 clusters Score -4200078 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 77056 members 
Entering Unmasked Estep 
Score: -4200097.500000 Penalty: 3662.725098
	Iteration 35Q: 3 clusters Score -4200098 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 77095 members 
Entering Unmasked Estep 
Score: -4200106.000000 Penalty: 3662.725098
	Iteration 36Q: 3 clusters Score -4200106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 77130 members 
Entering Unmasked Estep 
Score: -4200127.000000 Penalty: 3662.725098
	Iteration 37Q: 3 clusters Score -4200127 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 77166 members 
Entering Unmasked Estep 
Score: -4200136.500000 Penalty: 3662.725098
	Iteration 38Q: 3 clusters Score -4200136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 77189 members 
Entering Unmasked Estep 
Score: -4200145.500000 Penalty: 3662.725098
	Iteration 39Q: 3 clusters Score -4200146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 77215 members 
Entering Unmasked Estep 
Score: -4200149.000000 Penalty: 3662.725098
	Iteration 40F: 3 clusters Score -4200149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 77235 members 
Entering Unmasked Estep 
Score: -4200157.500000 Penalty: 3662.725098
	Iteration 41Q: 3 clusters Score -4200158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 77250 members 
Entering Unmasked Estep 
Score: -4200154.000000 Penalty: 3662.725098
	Iteration 42Q: 3 clusters Score -4200154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 77260 members 
Entering Unmasked Estep 
Score: -4200153.500000 Penalty: 3662.725098
	Iteration 43Q: 3 clusters Score -4200154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 77271 members 
Entering Unmasked Estep 
Score: -4200163.000000 Penalty: 3662.725098
	Iteration 44Q: 3 clusters Score -4200163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 77279 members 
Entering Unmasked Estep 
Score: -4200158.000000 Penalty: 3662.725098
	Iteration 45Q: 3 clusters Score -4200158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 77293 members 
Entering Unmasked Estep 
Score: -4200163.500000 Penalty: 3662.725098
	Iteration 46Q: 3 clusters Score -4200164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 77305 members 
Entering Unmasked Estep 
Score: -4200167.500000 Penalty: 3662.725098
	Iteration 47Q: 3 clusters Score -4200168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 77320 members 
Entering Unmasked Estep 
Score: -4200176.500000 Penalty: 3662.725098
	Iteration 48Q: 3 clusters Score -4200176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 77336 members 
Entering Unmasked Estep 
Score: -4200180.000000 Penalty: 3662.725098
	Iteration 49Q: 3 clusters Score -4200180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 77347 members 
Entering Unmasked Estep 
Score: -4200183.000000 Penalty: 3662.725098
	Iteration 50Q: 3 clusters Score -4200183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 77349 members 
Entering Unmasked Estep 
Score: -4200181.000000 Penalty: 3662.725098
	Iteration 51Q: 3 clusters Score -4200181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 77354 members 
Entering Unmasked Estep 
Score: -4200186.500000 Penalty: 3662.725098
	Iteration 52Q: 3 clusters Score -4200186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 77360 members 
Entering Unmasked Estep 
Score: -4200187.500000 Penalty: 3662.725098
	Iteration 53Q: 3 clusters Score -4200188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 77365 members 
Entering Unmasked Estep 
Score: -4200190.000000 Penalty: 3662.725098
	Iteration 54Q: 3 clusters Score -4200190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 77369 members 
Entering Unmasked Estep 
Score: -4200193.000000 Penalty: 3662.725098
	Iteration 55Q: 3 clusters Score -4200193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 77370 members 
Entering Unmasked Estep 
Score: -4200191.500000 Penalty: 3662.725098
	Iteration 56Q: 3 clusters Score -4200192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 77372 members 
Entering Unmasked Estep 
Score: -4200194.000000 Penalty: 3662.725098
	Iteration 57Q: 3 clusters Score -4200194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 77374 members 
Entering Unmasked Estep 
Score: -4200194.500000 Penalty: 3662.725098
	Iteration 58Q: 3 clusters Score -4200194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 77378 members 
Entering Unmasked Estep 
Score: -4200199.500000 Penalty: 3662.725098
	Iteration 59Q: 3 clusters Score -4200200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 77388 members 
Entering Unmasked Estep 
Score: -4200203.000000 Penalty: 3662.725098
	Iteration 60F: 3 clusters Score -4200203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 77389 members 
Entering Unmasked Estep 
Score: -4200201.500000 Penalty: 3662.725098
	Iteration 61Q: 3 clusters Score -4200202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 77391 members 
Entering Unmasked Estep 
Score: -4200200.500000 Penalty: 3662.725098
	Iteration 62Q: 3 clusters Score -4200200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 77393 members 
Entering Unmasked Estep 
Score: -4200198.500000 Penalty: 3662.725098
	Iteration 63Q: 3 clusters Score -4200198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 77396 members 
Entering Unmasked Estep 
Score: -4200198.000000 Penalty: 3662.725098
	Iteration 64Q: 3 clusters Score -4200198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 77397 members 
Entering Unmasked Estep 
Score: -4200195.000000 Penalty: 3662.725098
	Iteration 65Q: 3 clusters Score -4200195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 77400 members 
Entering Unmasked Estep 
Score: -4200201.000000 Penalty: 3662.725098
	Iteration 66Q: 3 clusters Score -4200201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 77402 members 
Entering Unmasked Estep 
Score: -4200201.000000 Penalty: 3662.725098
	Iteration 67Q: 3 clusters Score -4200201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 77404 members 
Entering Unmasked Estep 
Score: -4200202.000000 Penalty: 3662.725098
	Iteration 68Q: 3 clusters Score -4200202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 77408 members 
Entering Unmasked Estep 
Score: -4200202.000000 Penalty: 3662.725098
	Iteration 69Q: 3 clusters Score -4200202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 77414 members 
Entering Unmasked Estep 
Score: -4200206.500000 Penalty: 3662.725098
	Iteration 70Q: 3 clusters Score -4200206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 77419 members 
Entering Unmasked Estep 
Score: -4200206.000000 Penalty: 3662.725098
	Iteration 71Q: 3 clusters Score -4200206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 77426 members 
Entering Unmasked Estep 
Score: -4200211.000000 Penalty: 3662.725098
	Iteration 72Q: 3 clusters Score -4200211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 77429 members 
Entering Unmasked Estep 
Score: -4200217.000000 Penalty: 3662.725098
	Iteration 73Q: 3 clusters Score -4200217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 77433 members 
Entering Unmasked Estep 
Score: -4200213.500000 Penalty: 3662.725098
	Iteration 74Q: 3 clusters Score -4200214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 77437 members 
Entering Unmasked Estep 
Score: -4200210.500000 Penalty: 3662.725098
	Iteration 75Q: 3 clusters Score -4200210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 77438 members 
Entering Unmasked Estep 
Score: -4200213.000000 Penalty: 3662.725098
	Iteration 76Q: 3 clusters Score -4200213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 77438 members 
Entering Unmasked Estep 
Score: -4200211.500000 Penalty: 3662.725098
	Iteration 77Q: 3 clusters Score -4200212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 77439 members 
Entering Unmasked Estep 
Score: -4200215.000000 Penalty: 3662.725098
	Iteration 78Q: 3 clusters Score -4200215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 77441 members 
Entering Unmasked Estep 
Score: -4200214.000000 Penalty: 3662.725098
	Iteration 79Q: 3 clusters Score -4200214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 77441 members 
Entering Unmasked Estep 
Score: -4200214.000000 Penalty: 3662.725098
	Iteration 80F: 3 clusters Score -4200214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Entering Unmasked Estep 
Score: -1633031.625000 Penalty: 1684.668457
	Iteration 0F: 2 clusters Score -1633032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -1611667.500000 Penalty: 3369.336914
	Iteration 0F: 3 clusters Score -1611668 nChanged 14665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1620029.375000 Penalty: 3369.336914
	Iteration 1F: 3 clusters Score -1620029 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1620650.625000 Penalty: 3369.336914
	Iteration 2Q: 3 clusters Score -1620651 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1621404.875000 Penalty: 3369.336914
	Iteration 3Q: 3 clusters Score -1621405 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1622376.125000 Penalty: 3369.336914
	Iteration 4F: 3 clusters Score -1622376 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1623605.000000 Penalty: 3369.336914
	Iteration 5F: 3 clusters Score -1623605 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1624936.625000 Penalty: 3369.336914
	Iteration 6F: 3 clusters Score -1624937 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1626353.500000 Penalty: 3369.336914
	Iteration 7F: 3 clusters Score -1626354 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1627640.750000 Penalty: 3369.336914
	Iteration 8F: 3 clusters Score -1627641 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1628703.625000 Penalty: 3369.336914
	Iteration 9Q: 3 clusters Score -1628704 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1629446.500000 Penalty: 3369.336914
	Iteration 10Q: 3 clusters Score -1629446 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1629927.375000 Penalty: 3369.336914
	Iteration 11Q: 3 clusters Score -1629927 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1630278.375000 Penalty: 3369.336914
	Iteration 12Q: 3 clusters Score -1630278 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1630561.625000 Penalty: 3369.336914
	Iteration 13Q: 3 clusters Score -1630562 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1630774.625000 Penalty: 3369.336914
	Iteration 14Q: 3 clusters Score -1630775 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1630952.625000 Penalty: 3369.336914
	Iteration 15Q: 3 clusters Score -1630953 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1631078.375000 Penalty: 3369.336914
	Iteration 16Q: 3 clusters Score -1631078 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1631182.250000 Penalty: 3369.336914
	Iteration 17Q: 3 clusters Score -1631182 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1631268.125000 Penalty: 3369.336914
	Iteration 18Q: 3 clusters Score -1631268 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1631316.125000 Penalty: 3369.336914
	Iteration 19Q: 3 clusters Score -1631316 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1631374.750000 Penalty: 3369.336914
	Iteration 20F: 3 clusters Score -1631375 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1631426.250000 Penalty: 3369.336914
	Iteration 21Q: 3 clusters Score -1631426 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1631473.375000 Penalty: 3369.336914
	Iteration 22Q: 3 clusters Score -1631473 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1631507.500000 Penalty: 3369.336914
	Iteration 23Q: 3 clusters Score -1631508 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1631544.250000 Penalty: 3369.336914
	Iteration 24Q: 3 clusters Score -1631544 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1631571.750000 Penalty: 3369.336914
	Iteration 25Q: 3 clusters Score -1631572 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1631588.500000 Penalty: 3369.336914
	Iteration 26Q: 3 clusters Score -1631588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1631596.750000 Penalty: 3369.336914
	Iteration 27Q: 3 clusters Score -1631597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1631599.625000 Penalty: 3369.336914
	Iteration 28Q: 3 clusters Score -1631600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1631608.000000 Penalty: 3369.336914
	Iteration 29Q: 3 clusters Score -1631608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1631608.375000 Penalty: 3369.336914
	Iteration 30Q: 3 clusters Score -1631608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1631611.500000 Penalty: 3369.336914
	Iteration 31Q: 3 clusters Score -1631612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1631611.250000 Penalty: 3369.336914
	Iteration 32Q: 3 clusters Score -1631611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1631617.500000 Penalty: 3369.336914
	Iteration 33Q: 3 clusters Score -1631618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1631619.375000 Penalty: 3369.336914
	Iteration 34Q: 3 clusters Score -1631619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1631620.125000 Penalty: 3369.336914
	Iteration 35Q: 3 clusters Score -1631620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1631624.875000 Penalty: 3369.336914
	Iteration 36Q: 3 clusters Score -1631625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1631627.125000 Penalty: 3369.336914
	Iteration 37Q: 3 clusters Score -1631627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1631627.500000 Penalty: 3369.336914
	Iteration 38Q: 3 clusters Score -1631628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1631633.375000 Penalty: 3369.336914
	Iteration 39Q: 3 clusters Score -1631633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1631633.750000 Penalty: 3369.336914
	Iteration 40F: 3 clusters Score -1631634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1631635.500000 Penalty: 3369.336914
	Iteration 41Q: 3 clusters Score -1631636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1631635.500000 Penalty: 3369.336914
	Iteration 42F: 3 clusters Score -1631636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Entering Unmasked Estep 
Score: -321583.781250 Penalty: 1425.246704
	Iteration 0F: 2 clusters Score -321583.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -316751.937500 Penalty: 2850.493408
	Iteration 0F: 3 clusters Score -316751.9 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -318207.593750 Penalty: 2850.493408
	Iteration 1F: 3 clusters Score -318207.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -318482.031250 Penalty: 2850.493408
	Iteration 2F: 3 clusters Score -318482 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -318692.250000 Penalty: 2850.493408
	Iteration 3F: 3 clusters Score -318692.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -318899.437500 Penalty: 2850.493408
	Iteration 4F: 3 clusters Score -318899.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -319108.812500 Penalty: 2850.493408
	Iteration 5Q: 3 clusters Score -319108.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -319332.812500 Penalty: 2850.493408
	Iteration 6F: 3 clusters Score -319332.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -319560.343750 Penalty: 2850.493408
	Iteration 7Q: 3 clusters Score -319560.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -319759.843750 Penalty: 2850.493408
	Iteration 8Q: 3 clusters Score -319759.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -319916.468750 Penalty: 2850.493408
	Iteration 9Q: 3 clusters Score -319916.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -320012.500000 Penalty: 2850.493408
	Iteration 10Q: 3 clusters Score -320012.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -320079.875000 Penalty: 2850.493408
	Iteration 11Q: 3 clusters Score -320079.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -320130.125000 Penalty: 2850.493408
	Iteration 12Q: 3 clusters Score -320130.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -320166.656250 Penalty: 2850.493408
	Iteration 13Q: 3 clusters Score -320166.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -320196.375000 Penalty: 2850.493408
	Iteration 14Q: 3 clusters Score -320196.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -320235.968750 Penalty: 2850.493408
	Iteration 15Q: 3 clusters Score -320236 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -320265.062500 Penalty: 2850.493408
	Iteration 16Q: 3 clusters Score -320265.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -320294.312500 Penalty: 2850.493408
	Iteration 17Q: 3 clusters Score -320294.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -320322.000000 Penalty: 2850.493408
	Iteration 18Q: 3 clusters Score -320322 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -320344.250000 Penalty: 2850.493408
	Iteration 19Q: 3 clusters Score -320344.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -320370.031250 Penalty: 2850.493408
	Iteration 20F: 3 clusters Score -320370 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -320397.125000 Penalty: 2850.493408
	Iteration 21Q: 3 clusters Score -320397.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -320418.593750 Penalty: 2850.493408
	Iteration 22Q: 3 clusters Score -320418.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -320440.468750 Penalty: 2850.493408
	Iteration 23Q: 3 clusters Score -320440.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -320453.750000 Penalty: 2850.493408
	Iteration 24Q: 3 clusters Score -320453.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -320464.250000 Penalty: 2850.493408
	Iteration 25Q: 3 clusters Score -320464.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -320474.718750 Penalty: 2850.493408
	Iteration 26Q: 3 clusters Score -320474.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -320482.593750 Penalty: 2850.493408
	Iteration 27Q: 3 clusters Score -320482.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -320497.031250 Penalty: 2850.493408
	Iteration 28Q: 3 clusters Score -320497 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -320514.187500 Penalty: 2850.493408
	Iteration 29Q: 3 clusters Score -320514.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -320525.281250 Penalty: 2850.493408
	Iteration 30Q: 3 clusters Score -320525.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -320535.312500 Penalty: 2850.493408
	Iteration 31Q: 3 clusters Score -320535.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -320541.843750 Penalty: 2850.493408
	Iteration 32Q: 3 clusters Score -320541.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -320548.562500 Penalty: 2850.493408
	Iteration 33Q: 3 clusters Score -320548.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -320553.968750 Penalty: 2850.493408
	Iteration 34Q: 3 clusters Score -320554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -320555.906250 Penalty: 2850.493408
	Iteration 35Q: 3 clusters Score -320555.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -320559.000000 Penalty: 2850.493408
	Iteration 36Q: 3 clusters Score -320559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -320561.281250 Penalty: 2850.493408
	Iteration 37Q: 3 clusters Score -320561.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -320564.781250 Penalty: 2850.493408
	Iteration 38Q: 3 clusters Score -320564.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -320567.250000 Penalty: 2850.493408
	Iteration 39Q: 3 clusters Score -320567.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -320569.281250 Penalty: 2850.493408
	Iteration 40F: 3 clusters Score -320569.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -320571.062500 Penalty: 2850.493408
	Iteration 41Q: 3 clusters Score -320571.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -320570.718750 Penalty: 2850.493408
	Iteration 42Q: 3 clusters Score -320570.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -320570.718750 Penalty: 2850.493408
	Iteration 43F: 3 clusters Score -320570.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Entering Unmasked Estep 
Score: -142945.593750 Penalty: 1296.809448
	Iteration 0F: 2 clusters Score -142945.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -140266.828125 Penalty: 2593.618896
	Iteration 0F: 3 clusters Score -140266.8 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -140971.609375 Penalty: 2593.618896
	Iteration 1F: 3 clusters Score -140971.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -141126.015625 Penalty: 2593.618896
	Iteration 2F: 3 clusters Score -141126 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -141254.984375 Penalty: 2593.618896
	Iteration 3F: 3 clusters Score -141255 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -141409.218750 Penalty: 2593.618896
	Iteration 4F: 3 clusters Score -141409.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -141509.250000 Penalty: 2593.618896
	Iteration 5Q: 3 clusters Score -141509.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -141599.796875 Penalty: 2593.618896
	Iteration 6Q: 3 clusters Score -141599.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -141683.343750 Penalty: 2593.618896
	Iteration 7Q: 3 clusters Score -141683.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -141758.187500 Penalty: 2593.618896
	Iteration 8Q: 3 clusters Score -141758.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -141842.984375 Penalty: 2593.618896
	Iteration 9Q: 3 clusters Score -141843 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -141944.093750 Penalty: 2593.618896
	Iteration 10Q: 3 clusters Score -141944.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -142051.953125 Penalty: 2593.618896
	Iteration 11Q: 3 clusters Score -142052 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -142158.703125 Penalty: 2593.618896
	Iteration 12Q: 3 clusters Score -142158.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -142279.875000 Penalty: 2593.618896
	Iteration 13Q: 3 clusters Score -142279.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -142441.812500 Penalty: 2593.618896
	Iteration 14Q: 3 clusters Score -142441.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -142569.578125 Penalty: 2593.618896
	Iteration 15Q: 3 clusters Score -142569.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -142677.718750 Penalty: 2593.618896
	Iteration 16Q: 3 clusters Score -142677.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -142764.953125 Penalty: 2593.618896
	Iteration 17Q: 3 clusters Score -142765 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -142811.875000 Penalty: 2593.618896
	Iteration 18Q: 3 clusters Score -142811.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -142834.703125 Penalty: 2593.618896
	Iteration 19Q: 3 clusters Score -142834.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -142843.078125 Penalty: 2593.618896
	Iteration 20F: 3 clusters Score -142843.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -142849.328125 Penalty: 2593.618896
	Iteration 21Q: 3 clusters Score -142849.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -142850.921875 Penalty: 2593.618896
	Iteration 22Q: 3 clusters Score -142850.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -142851.703125 Penalty: 2593.618896
	Iteration 23Q: 3 clusters Score -142851.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -142851.703125 Penalty: 2593.618896
	Iteration 24F: 3 clusters Score -142851.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Entering Unmasked Estep 
Score: -2584067.000000 Penalty: 1751.092041
	Iteration 0F: 2 clusters Score -2584067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -2552138.000000 Penalty: 3502.184082
	Iteration 0F: 3 clusters Score -2552138 nChanged 22279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -2564917.000000 Penalty: 3502.184082
	Iteration 1F: 3 clusters Score -2564917 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -2565589.750000 Penalty: 3502.184082
	Iteration 2Q: 3 clusters Score -2565590 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -2566550.750000 Penalty: 3502.184082
	Iteration 3Q: 3 clusters Score -2566551 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -2568012.000000 Penalty: 3502.184082
	Iteration 4F: 3 clusters Score -2568012 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -2570180.750000 Penalty: 3502.184082
	Iteration 5F: 3 clusters Score -2570181 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -2572935.000000 Penalty: 3502.184082
	Iteration 6F: 3 clusters Score -2572935 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -2575816.250000 Penalty: 3502.184082
	Iteration 7F: 3 clusters Score -2575816 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -2578150.250000 Penalty: 3502.184082
	Iteration 8F: 3 clusters Score -2578150 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -2579865.250000 Penalty: 3502.184082
	Iteration 9Q: 3 clusters Score -2579865 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -2581048.250000 Penalty: 3502.184082
	Iteration 10Q: 3 clusters Score -2581048 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -2581759.750000 Penalty: 3502.184082
	Iteration 11Q: 3 clusters Score -2581760 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -2582131.250000 Penalty: 3502.184082
	Iteration 12Q: 3 clusters Score -2582131 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -2582309.750000 Penalty: 3502.184082
	Iteration 13Q: 3 clusters Score -2582310 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -2582389.500000 Penalty: 3502.184082
	Iteration 14Q: 3 clusters Score -2582390 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -2582445.250000 Penalty: 3502.184082
	Iteration 15Q: 3 clusters Score -2582445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -2582474.000000 Penalty: 3502.184082
	Iteration 16Q: 3 clusters Score -2582474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -2582488.750000 Penalty: 3502.184082
	Iteration 17Q: 3 clusters Score -2582489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -2582489.250000 Penalty: 3502.184082
	Iteration 18Q: 3 clusters Score -2582489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -2582492.750000 Penalty: 3502.184082
	Iteration 19Q: 3 clusters Score -2582493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -2582501.250000 Penalty: 3502.184082
	Iteration 20F: 3 clusters Score -2582501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
Score: -2582507.000000 Penalty: 3502.184082
	Iteration 21Q: 3 clusters Score -2582507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -2582509.750000 Penalty: 3502.184082
	Iteration 22Q: 3 clusters Score -2582510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -2582511.750000 Penalty: 3502.184082
	Iteration 23Q: 3 clusters Score -2582512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -2582511.750000 Penalty: 3502.184082
	Iteration 24F: 3 clusters Score -2582512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Entering Unmasked Estep 
Score: -375886.125000 Penalty: 1449.171997
	Iteration 0F: 2 clusters Score -375886.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -370385.250000 Penalty: 2898.343994
	Iteration 0F: 3 clusters Score -370385.2 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -372274.343750 Penalty: 2898.343994
	Iteration 1F: 3 clusters Score -372274.3 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -372849.531250 Penalty: 2898.343994
	Iteration 2F: 3 clusters Score -372849.5 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -373482.875000 Penalty: 2898.343994
	Iteration 3F: 3 clusters Score -373482.9 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -374053.937500 Penalty: 2898.343994
	Iteration 4F: 3 clusters Score -374053.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -374537.906250 Penalty: 2898.343994
	Iteration 5F: 3 clusters Score -374537.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -374904.093750 Penalty: 2898.343994
	Iteration 6F: 3 clusters Score -374904.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -375085.031250 Penalty: 2898.343994
	Iteration 7Q: 3 clusters Score -375085 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -375173.468750 Penalty: 2898.343994
	Iteration 8Q: 3 clusters Score -375173.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -375204.343750 Penalty: 2898.343994
	Iteration 9Q: 3 clusters Score -375204.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -375221.843750 Penalty: 2898.343994
	Iteration 10Q: 3 clusters Score -375221.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -375233.750000 Penalty: 2898.343994
	Iteration 11Q: 3 clusters Score -375233.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -375241.250000 Penalty: 2898.343994
	Iteration 12Q: 3 clusters Score -375241.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -375247.781250 Penalty: 2898.343994
	Iteration 13Q: 3 clusters Score -375247.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -375251.812500 Penalty: 2898.343994
	Iteration 14Q: 3 clusters Score -375251.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -375256.718750 Penalty: 2898.343994
	Iteration 15Q: 3 clusters Score -375256.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -375261.375000 Penalty: 2898.343994
	Iteration 16Q: 3 clusters Score -375261.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -375264.593750 Penalty: 2898.343994
	Iteration 17Q: 3 clusters Score -375264.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -375271.000000 Penalty: 2898.343994
	Iteration 18Q: 3 clusters Score -375271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -375274.156250 Penalty: 2898.343994
	Iteration 19Q: 3 clusters Score -375274.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -375276.593750 Penalty: 2898.343994
	Iteration 20F: 3 clusters Score -375276.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -375278.375000 Penalty: 2898.343994
	Iteration 21Q: 3 clusters Score -375278.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -375279.968750 Penalty: 2898.343994
	Iteration 22Q: 3 clusters Score -375280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -375280.375000 Penalty: 2898.343994
	Iteration 23Q: 3 clusters Score -375280.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -375281.156250 Penalty: 2898.343994
	Iteration 24Q: 3 clusters Score -375281.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -375281.125000 Penalty: 2898.343994
	Iteration 25Q: 3 clusters Score -375281.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -375280.687500 Penalty: 2898.343994
	Iteration 26Q: 3 clusters Score -375280.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -375280.687500 Penalty: 2898.343994
	Iteration 27F: 3 clusters Score -375280.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -22169.531250 Penalty: 1017.492432
	Iteration 0F: 2 clusters Score -22169.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -21080.738281 Penalty: 2034.984863
	Iteration 0F: 3 clusters Score -21080.74 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -21305.277344 Penalty: 2034.984863
	Iteration 1F: 3 clusters Score -21305.28 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21435.105469 Penalty: 2034.984863
	Iteration 2F: 3 clusters Score -21435.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21554.431641 Penalty: 2034.984863
	Iteration 3Q: 3 clusters Score -21554.43 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21685.021484 Penalty: 2034.984863
	Iteration 4F: 3 clusters Score -21685.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -21727.345703 Penalty: 2034.984863
	Iteration 5Q: 3 clusters Score -21727.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -21772.794922 Penalty: 2034.984863
	Iteration 6Q: 3 clusters Score -21772.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -21800.816406 Penalty: 2034.984863
	Iteration 7Q: 3 clusters Score -21800.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -21820.289062 Penalty: 2034.984863
	Iteration 8Q: 3 clusters Score -21820.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -21831.886719 Penalty: 2034.984863
	Iteration 9Q: 3 clusters Score -21831.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -21834.171875 Penalty: 2034.984863
	Iteration 10Q: 3 clusters Score -21834.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -21836.591797 Penalty: 2034.984863
	Iteration 11Q: 3 clusters Score -21836.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -21837.210938 Penalty: 2034.984863
	Iteration 12Q: 3 clusters Score -21837.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -21837.210938 Penalty: 2034.984863
	Iteration 13F: 3 clusters Score -21837.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Entering Unmasked Estep 
Score: -428472.343750 Penalty: 1459.849609
	Iteration 0F: 2 clusters Score -428472.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -422584.250000 Penalty: 2919.699219
	Iteration 0F: 3 clusters Score -422584.2 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -424357.031250 Penalty: 2919.699219
	Iteration 1F: 3 clusters Score -424357 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -424548.125000 Penalty: 2919.699219
	Iteration 2F: 3 clusters Score -424548.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -424685.500000 Penalty: 2919.699219
	Iteration 3Q: 3 clusters Score -424685.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -424783.625000 Penalty: 2919.699219
	Iteration 4Q: 3 clusters Score -424783.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -424843.968750 Penalty: 2919.699219
	Iteration 5Q: 3 clusters Score -424844 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -424901.250000 Penalty: 2919.699219
	Iteration 6Q: 3 clusters Score -424901.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -424954.968750 Penalty: 2919.699219
	Iteration 7Q: 3 clusters Score -424955 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -425007.906250 Penalty: 2919.699219
	Iteration 8Q: 3 clusters Score -425007.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -425060.750000 Penalty: 2919.699219
	Iteration 9Q: 3 clusters Score -425060.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -425117.625000 Penalty: 2919.699219
	Iteration 10Q: 3 clusters Score -425117.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -425185.093750 Penalty: 2919.699219
	Iteration 11Q: 3 clusters Score -425185.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -425281.718750 Penalty: 2919.699219
	Iteration 12Q: 3 clusters Score -425281.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -425406.062500 Penalty: 2919.699219
	Iteration 13Q: 3 clusters Score -425406.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -425543.437500 Penalty: 2919.699219
	Iteration 14Q: 3 clusters Score -425543.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -425722.875000 Penalty: 2919.699219
	Iteration 15Q: 3 clusters Score -425722.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -425922.062500 Penalty: 2919.699219
	Iteration 16Q: 3 clusters Score -425922.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -426141.843750 Penalty: 2919.699219
	Iteration 17Q: 3 clusters Score -426141.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -426375.250000 Penalty: 2919.699219
	Iteration 18Q: 3 clusters Score -426375.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -426623.343750 Penalty: 2919.699219
	Iteration 19Q: 3 clusters Score -426623.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -426810.562500 Penalty: 2919.699219
	Iteration 20F: 3 clusters Score -426810.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -426944.968750 Penalty: 2919.699219
	Iteration 21Q: 3 clusters Score -426945 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -427022.843750 Penalty: 2919.699219
	Iteration 22Q: 3 clusters Score -427022.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -427075.687500 Penalty: 2919.699219
	Iteration 23Q: 3 clusters Score -427075.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -427118.875000 Penalty: 2919.699219
	Iteration 24Q: 3 clusters Score -427118.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -427146.750000 Penalty: 2919.699219
	Iteration 25Q: 3 clusters Score -427146.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -427158.343750 Penalty: 2919.699219
	Iteration 26Q: 3 clusters Score -427158.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -427164.093750 Penalty: 2919.699219
	Iteration 27Q: 3 clusters Score -427164.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -427169.312500 Penalty: 2919.699219
	Iteration 28Q: 3 clusters Score -427169.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -427173.968750 Penalty: 2919.699219
	Iteration 29Q: 3 clusters Score -427174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -427175.375000 Penalty: 2919.699219
	Iteration 30Q: 3 clusters Score -427175.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -427177.718750 Penalty: 2919.699219
	Iteration 31Q: 3 clusters Score -427177.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -427177.718750 Penalty: 2919.699219
	Iteration 32F: 3 clusters Score -427177.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Entering Unmasked Estep 
Score: -99360.656250 Penalty: 1246.520386
	Iteration 0F: 2 clusters Score -99360.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -97158.968750 Penalty: 2493.040771
	Iteration 0F: 3 clusters Score -97158.97 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -97702.453125 Penalty: 2493.040771
	Iteration 1F: 3 clusters Score -97702.45 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -97839.554688 Penalty: 2493.040771
	Iteration 2F: 3 clusters Score -97839.55 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -97947.500000 Penalty: 2493.040771
	Iteration 3F: 3 clusters Score -97947.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -98039.703125 Penalty: 2493.040771
	Iteration 4Q: 3 clusters Score -98039.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -98104.750000 Penalty: 2493.040771
	Iteration 5Q: 3 clusters Score -98104.75 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -98198.765625 Penalty: 2493.040771
	Iteration 6Q: 3 clusters Score -98198.77 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -98320.531250 Penalty: 2493.040771
	Iteration 7Q: 3 clusters Score -98320.53 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -98462.562500 Penalty: 2493.040771
	Iteration 8Q: 3 clusters Score -98462.56 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -98611.445312 Penalty: 2493.040771
	Iteration 9Q: 3 clusters Score -98611.45 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -98776.843750 Penalty: 2493.040771
	Iteration 10Q: 3 clusters Score -98776.84 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -98907.781250 Penalty: 2493.040771
	Iteration 11Q: 3 clusters Score -98907.78 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -98998.710938 Penalty: 2493.040771
	Iteration 12Q: 3 clusters Score -98998.71 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -99062.812500 Penalty: 2493.040771
	Iteration 13Q: 3 clusters Score -99062.81 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -99103.210938 Penalty: 2493.040771
	Iteration 14Q: 3 clusters Score -99103.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -99130.531250 Penalty: 2493.040771
	Iteration 15Q: 3 clusters Score -99130.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -99151.328125 Penalty: 2493.040771
	Iteration 16Q: 3 clusters Score -99151.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -99169.765625 Penalty: 2493.040771
	Iteration 17Q: 3 clusters Score -99169.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -99182.789062 Penalty: 2493.040771
	Iteration 18Q: 3 clusters Score -99182.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -99193.273438 Penalty: 2493.040771
	Iteration 19Q: 3 clusters Score -99193.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -99211.992188 Penalty: 2493.040771
	Iteration 20F: 3 clusters Score -99211.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -99222.398438 Penalty: 2493.040771
	Iteration 21Q: 3 clusters Score -99222.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -99227.890625 Penalty: 2493.040771
	Iteration 22Q: 3 clusters Score -99227.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -99230.507812 Penalty: 2493.040771
	Iteration 23Q: 3 clusters Score -99230.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -99231.898438 Penalty: 2493.040771
	Iteration 24Q: 3 clusters Score -99231.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -99234.585938 Penalty: 2493.040771
	Iteration 25Q: 3 clusters Score -99234.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -99237.515625 Penalty: 2493.040771
	Iteration 26Q: 3 clusters Score -99237.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -99243.468750 Penalty: 2493.040771
	Iteration 27Q: 3 clusters Score -99243.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -99253.453125 Penalty: 2493.040771
	Iteration 28Q: 3 clusters Score -99253.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -99263.867188 Penalty: 2493.040771
	Iteration 29Q: 3 clusters Score -99263.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -99276.671875 Penalty: 2493.040771
	Iteration 30Q: 3 clusters Score -99276.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -99280.523438 Penalty: 2493.040771
	Iteration 31Q: 3 clusters Score -99280.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -99281.093750 Penalty: 2493.040771
	Iteration 32Q: 3 clusters Score -99281.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -99281.500000 Penalty: 2493.040771
	Iteration 33Q: 3 clusters Score -99281.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -99282.117188 Penalty: 2493.040771
	Iteration 34Q: 3 clusters Score -99282.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -99282.117188 Penalty: 2493.040771
	Iteration 35F: 3 clusters Score -99282.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Entering Unmasked Estep 
Score: -297895.375000 Penalty: 1402.052979
	Iteration 0F: 2 clusters Score -297895.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -293566.437500 Penalty: 2804.105957
	Iteration 0F: 3 clusters Score -293566.4 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -294786.937500 Penalty: 2804.105957
	Iteration 1F: 3 clusters Score -294786.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -294990.406250 Penalty: 2804.105957
	Iteration 2F: 3 clusters Score -294990.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -295115.718750 Penalty: 2804.105957
	Iteration 3F: 3 clusters Score -295115.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -295224.843750 Penalty: 2804.105957
	Iteration 4Q: 3 clusters Score -295224.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -295330.718750 Penalty: 2804.105957
	Iteration 5Q: 3 clusters Score -295330.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -295444.968750 Penalty: 2804.105957
	Iteration 6Q: 3 clusters Score -295445 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -295577.875000 Penalty: 2804.105957
	Iteration 7Q: 3 clusters Score -295577.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -295741.781250 Penalty: 2804.105957
	Iteration 8Q: 3 clusters Score -295741.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -295932.687500 Penalty: 2804.105957
	Iteration 9Q: 3 clusters Score -295932.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -296116.750000 Penalty: 2804.105957
	Iteration 10Q: 3 clusters Score -296116.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -296273.593750 Penalty: 2804.105957
	Iteration 11Q: 3 clusters Score -296273.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -296394.781250 Penalty: 2804.105957
	Iteration 12Q: 3 clusters Score -296394.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -296487.843750 Penalty: 2804.105957
	Iteration 13Q: 3 clusters Score -296487.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -296556.781250 Penalty: 2804.105957
	Iteration 14Q: 3 clusters Score -296556.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -296610.375000 Penalty: 2804.105957
	Iteration 15Q: 3 clusters Score -296610.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -296662.843750 Penalty: 2804.105957
	Iteration 16Q: 3 clusters Score -296662.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -296705.437500 Penalty: 2804.105957
	Iteration 17Q: 3 clusters Score -296705.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -296724.062500 Penalty: 2804.105957
	Iteration 18Q: 3 clusters Score -296724.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -296738.843750 Penalty: 2804.105957
	Iteration 19Q: 3 clusters Score -296738.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -296748.687500 Penalty: 2804.105957
	Iteration 20F: 3 clusters Score -296748.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -296755.750000 Penalty: 2804.105957
	Iteration 21Q: 3 clusters Score -296755.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -296761.000000 Penalty: 2804.105957
	Iteration 22Q: 3 clusters Score -296761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -296764.531250 Penalty: 2804.105957
	Iteration 23Q: 3 clusters Score -296764.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -296766.437500 Penalty: 2804.105957
	Iteration 24Q: 3 clusters Score -296766.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -296766.812500 Penalty: 2804.105957
	Iteration 25Q: 3 clusters Score -296766.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -296766.812500 Penalty: 2804.105957
	Iteration 26F: 3 clusters Score -296766.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Entering Unmasked Estep 
Score: -1501231.000000 Penalty: 1668.300171
	Iteration 0F: 2 clusters Score -1501231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1481900.125000 Penalty: 3336.600342
	Iteration 0F: 3 clusters Score -1481900 nChanged 13230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1489080.875000 Penalty: 3336.600342
	Iteration 1F: 3 clusters Score -1489081 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -1489537.750000 Penalty: 3336.600342
	Iteration 2Q: 3 clusters Score -1489538 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1490098.500000 Penalty: 3336.600342
	Iteration 3Q: 3 clusters Score -1490098 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -1490910.250000 Penalty: 3336.600342
	Iteration 4F: 3 clusters Score -1490910 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -1492120.125000 Penalty: 3336.600342
	Iteration 5F: 3 clusters Score -1492120 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -1493805.000000 Penalty: 3336.600342
	Iteration 6F: 3 clusters Score -1493805 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -1495611.375000 Penalty: 3336.600342
	Iteration 7F: 3 clusters Score -1495611 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -1497026.000000 Penalty: 3336.600342
	Iteration 8F: 3 clusters Score -1497026 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -1497995.000000 Penalty: 3336.600342
	Iteration 9F: 3 clusters Score -1497995 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -1498594.375000 Penalty: 3336.600342
	Iteration 10Q: 3 clusters Score -1498594 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -1498978.250000 Penalty: 3336.600342
	Iteration 11Q: 3 clusters Score -1498978 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -1499219.500000 Penalty: 3336.600342
	Iteration 12Q: 3 clusters Score -1499220 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -1499422.875000 Penalty: 3336.600342
	Iteration 13Q: 3 clusters Score -1499423 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -1499570.375000 Penalty: 3336.600342
	Iteration 14Q: 3 clusters Score -1499570 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -1499692.625000 Penalty: 3336.600342
	Iteration 15Q: 3 clusters Score -1499693 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -1499785.750000 Penalty: 3336.600342
	Iteration 16Q: 3 clusters Score -1499786 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -1499862.125000 Penalty: 3336.600342
	Iteration 17Q: 3 clusters Score -1499862 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -1499913.000000 Penalty: 3336.600342
	Iteration 18Q: 3 clusters Score -1499913 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -1499944.000000 Penalty: 3336.600342
	Iteration 19Q: 3 clusters Score -1499944 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -1499969.625000 Penalty: 3336.600342
	Iteration 20F: 3 clusters Score -1499970 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -1499991.750000 Penalty: 3336.600342
	Iteration 21Q: 3 clusters Score -1499992 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -1500015.000000 Penalty: 3336.600342
	Iteration 22Q: 3 clusters Score -1500015 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -1500026.125000 Penalty: 3336.600342
	Iteration 23Q: 3 clusters Score -1500026 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -1500039.250000 Penalty: 3336.600342
	Iteration 24Q: 3 clusters Score -1500039 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -1500055.125000 Penalty: 3336.600342
	Iteration 25Q: 3 clusters Score -1500055 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -1500067.875000 Penalty: 3336.600342
	Iteration 26Q: 3 clusters Score -1500068 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -1500079.625000 Penalty: 3336.600342
	Iteration 27Q: 3 clusters Score -1500080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -1500084.750000 Penalty: 3336.600342
	Iteration 28Q: 3 clusters Score -1500085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -1500091.000000 Penalty: 3336.600342
	Iteration 29Q: 3 clusters Score -1500091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -1500095.625000 Penalty: 3336.600342
	Iteration 30Q: 3 clusters Score -1500096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -1500092.250000 Penalty: 3336.600342
	Iteration 31Q: 3 clusters Score -1500092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -1500096.375000 Penalty: 3336.600342
	Iteration 32Q: 3 clusters Score -1500096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -1500097.250000 Penalty: 3336.600342
	Iteration 33Q: 3 clusters Score -1500097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -1500094.750000 Penalty: 3336.600342
	Iteration 34Q: 3 clusters Score -1500095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -1500093.875000 Penalty: 3336.600342
	Iteration 35Q: 3 clusters Score -1500094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -1500094.500000 Penalty: 3336.600342
	Iteration 36Q: 3 clusters Score -1500094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -1500099.250000 Penalty: 3336.600342
	Iteration 37Q: 3 clusters Score -1500099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -1500099.250000 Penalty: 3336.600342
	Iteration 38Q: 3 clusters Score -1500099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -1500099.750000 Penalty: 3336.600342
	Iteration 39Q: 3 clusters Score -1500100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -1500099.625000 Penalty: 3336.600342
	Iteration 40F: 3 clusters Score -1500100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -1500100.500000 Penalty: 3336.600342
	Iteration 41Q: 3 clusters Score -1500100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -1500101.125000 Penalty: 3336.600342
	Iteration 42Q: 3 clusters Score -1500101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -1500105.750000 Penalty: 3336.600342
	Iteration 43Q: 3 clusters Score -1500106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -1500105.625000 Penalty: 3336.600342
	Iteration 44Q: 3 clusters Score -1500106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -1500106.125000 Penalty: 3336.600342
	Iteration 45Q: 3 clusters Score -1500106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -1500107.250000 Penalty: 3336.600342
	Iteration 46Q: 3 clusters Score -1500107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -1500105.750000 Penalty: 3336.600342
	Iteration 47Q: 3 clusters Score -1500106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -1500107.750000 Penalty: 3336.600342
	Iteration 48Q: 3 clusters Score -1500108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -1500108.500000 Penalty: 3336.600342
	Iteration 49Q: 3 clusters Score -1500108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -1500111.000000 Penalty: 3336.600342
	Iteration 50Q: 3 clusters Score -1500111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -1500114.000000 Penalty: 3336.600342
	Iteration 51Q: 3 clusters Score -1500114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -1500116.000000 Penalty: 3336.600342
	Iteration 52Q: 3 clusters Score -1500116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -1500116.000000 Penalty: 3336.600342
	Iteration 53Q: 3 clusters Score -1500116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -1500116.000000 Penalty: 3336.600342
	Iteration 54F: 3 clusters Score -1500116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Entering Unmasked Estep 
Score: -79488.671875 Penalty: 1207.682495
	Iteration 0F: 2 clusters Score -79488.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -77595.054688 Penalty: 2415.364990
	Iteration 0F: 3 clusters Score -77595.05 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -77980.578125 Penalty: 2415.364990
	Iteration 1F: 3 clusters Score -77980.58 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -78102.187500 Penalty: 2415.364990
	Iteration 2F: 3 clusters Score -78102.19 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -78202.570312 Penalty: 2415.364990
	Iteration 3F: 3 clusters Score -78202.57 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -78281.929688 Penalty: 2415.364990
	Iteration 4Q: 3 clusters Score -78281.93 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -78383.390625 Penalty: 2415.364990
	Iteration 5Q: 3 clusters Score -78383.39 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -78474.367188 Penalty: 2415.364990
	Iteration 6Q: 3 clusters Score -78474.37 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -78588.289062 Penalty: 2415.364990
	Iteration 7Q: 3 clusters Score -78588.29 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -78723.632812 Penalty: 2415.364990
	Iteration 8F: 3 clusters Score -78723.63 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -78829.929688 Penalty: 2415.364990
	Iteration 9Q: 3 clusters Score -78829.93 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -78919.726562 Penalty: 2415.364990
	Iteration 10Q: 3 clusters Score -78919.73 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -79002.726562 Penalty: 2415.364990
	Iteration 11Q: 3 clusters Score -79002.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -79065.718750 Penalty: 2415.364990
	Iteration 12Q: 3 clusters Score -79065.72 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -79125.625000 Penalty: 2415.364990
	Iteration 13Q: 3 clusters Score -79125.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -79196.507812 Penalty: 2415.364990
	Iteration 14Q: 3 clusters Score -79196.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -79236.500000 Penalty: 2415.364990
	Iteration 15Q: 3 clusters Score -79236.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -79251.406250 Penalty: 2415.364990
	Iteration 16Q: 3 clusters Score -79251.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -79265.492188 Penalty: 2415.364990
	Iteration 17Q: 3 clusters Score -79265.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -79274.468750 Penalty: 2415.364990
	Iteration 18Q: 3 clusters Score -79274.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -79280.562500 Penalty: 2415.364990
	Iteration 19Q: 3 clusters Score -79280.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -79282.781250 Penalty: 2415.364990
	Iteration 20F: 3 clusters Score -79282.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -79283.554688 Penalty: 2415.364990
	Iteration 21Q: 3 clusters Score -79283.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -79283.554688 Penalty: 2415.364990
	Iteration 22F: 3 clusters Score -79283.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Entering Unmasked Estep 
Score: -46591.875000 Penalty: 1127.628784
	Iteration 0F: 2 clusters Score -46591.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -45128.867188 Penalty: 2255.257568
	Iteration 0F: 3 clusters Score -45128.87 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -45380.316406 Penalty: 2255.257568
	Iteration 1F: 3 clusters Score -45380.32 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -45452.171875 Penalty: 2255.257568
	Iteration 2F: 3 clusters Score -45452.17 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -45497.957031 Penalty: 2255.257568
	Iteration 3F: 3 clusters Score -45497.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -45529.566406 Penalty: 2255.257568
	Iteration 4Q: 3 clusters Score -45529.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -45553.238281 Penalty: 2255.257568
	Iteration 5Q: 3 clusters Score -45553.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -45570.121094 Penalty: 2255.257568
	Iteration 6Q: 3 clusters Score -45570.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -45582.843750 Penalty: 2255.257568
	Iteration 7Q: 3 clusters Score -45582.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -45589.773438 Penalty: 2255.257568
	Iteration 8Q: 3 clusters Score -45589.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -45601.074219 Penalty: 2255.257568
	Iteration 9Q: 3 clusters Score -45601.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -45609.984375 Penalty: 2255.257568
	Iteration 10Q: 3 clusters Score -45609.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -45617.394531 Penalty: 2255.257568
	Iteration 11Q: 3 clusters Score -45617.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -45625.710938 Penalty: 2255.257568
	Iteration 12Q: 3 clusters Score -45625.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -45629.273438 Penalty: 2255.257568
	Iteration 13Q: 3 clusters Score -45629.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -45631.003906 Penalty: 2255.257568
	Iteration 14Q: 3 clusters Score -45631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -45633.234375 Penalty: 2255.257568
	Iteration 15Q: 3 clusters Score -45633.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -45633.863281 Penalty: 2255.257568
	Iteration 16Q: 3 clusters Score -45633.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -45635.605469 Penalty: 2255.257568
	Iteration 17Q: 3 clusters Score -45635.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -45635.605469 Penalty: 2255.257568
	Iteration 18F: 3 clusters Score -45635.61 nChanged 0
--- Evaluating fit on full set of 2132432 points ---
Entering Unmasked Estep 
Score: -107949760.000000 Penalty: 71042.273438
25->31 Clusters: Score -107949760.000000, best is -107966464.000000

Main iterations: 0 (time per=infms)
Total iterations: 59663 (time per=190.824794ms)
Iterations metric 2: 2076075098112.000000 (time per=5.483992ns)
Iterations metric 3: 49829543673856.000000 (time per=228.482520ps)

That took 11385.179688 seconds.
